5wgSVA-jauM-00000-00000046-00000335 zelda ocarina of time is one of the most
5wgSVA-jauM-00001-00000336-00000647 beloved zelda games of all time hell
5wgSVA-jauM-00002-00000648-00000869 it's one of the most beloved games of
5wgSVA-jauM-00003-00000869-00001220 all time but even so it's not an
5wgSVA-jauM-00004-00001221-00001441 open-world game there have been many
5wgSVA-jauM-00005-00001442-00001787 hacks put out that have allowed you to
5wgSVA-jauM-00006-00001788-00002063 break the standard path which has
5wgSVA-jauM-00007-00002064-00002275 allowed for speedrunning and the like
5wgSVA-jauM-00008-00002276-00002579 but I was thinking what if I just tried
5wgSVA-jauM-00009-00002580-00002849 to play this game open world style and
5wgSVA-jauM-00010-00002850-00003071 said screw y'all I'm gonna play this
5wgSVA-jauM-00011-00003072-00003293 game the way I want to and go where I
5wgSVA-jauM-00012-00003294-00003613 want to in the order I want to so that's
5wgSVA-jauM-00013-00003614-00003845 kind of what I do here using two cheats
5wgSVA-jauM-00014-00003846-00004043 which give me the ability to go
5wgSVA-jauM-00015-00004044-00004310 basically anywhere on the map I'm sure
5wgSVA-jauM-00016-00004311-00004484 you'll understand what the cheats do by
5wgSVA-jauM-00017-00004485-00004634 the end of this you can find the cheat
5wgSVA-jauM-00018-00004635-00005201 codes down below of course this is the
5wgSVA-jauM-00019-00005202-00005588 standard view of this room and I'm
5wgSVA-jauM-00020-00005589-00005820 pretty sure there's a pot right here
5wgSVA-jauM-00021-00005821-00006400 it's not accessible by default but I'm
5wgSVA-jauM-00022-00006401-00006539 just gonna go ahead and fly off the edge
5wgSVA-jauM-00023-00006540-00006863 here reset this room and I'll show you
5wgSVA-jauM-00024-00006864-00007214 the magic pot and it's a pretty fancy
5wgSVA-jauM-00025-00007215-00007423 pot too because it'll give you either a
5wgSVA-jauM-00026-00007425-00007619 heart or a rupee if you're down the
5wgSVA-jauM-00027-00007620-00007849 heart it'll be a heart if you're not
5wgSVA-jauM-00028-00007850-00008356 it'll give you a rupee but there it is
5wgSVA-jauM-00029-00008357-00009082 in its full glory
5wgSVA-jauM-00030-00009083-00009685 gonna go ahead and pick it up and here's
5wgSVA-jauM-00031-00009686-00009898 a great example of the flying mechanic
5wgSVA-jauM-00032-00009899-00010384 that the cheats provide I have a
5wgSVA-jauM-00033-00010385-00010729 directional shoot forward as well as a
5wgSVA-jauM-00034-00010730-00011062 levitate so it basically gives me the
5wgSVA-jauM-00035-00011063-00011548 ability to go wherever including just to
5wgSVA-jauM-00036-00011549-00011896 say screw you mr. I jump right on over
5wgSVA-jauM-00037-00011897-00012370 his face so yeah let's check out the
5wgSVA-jauM-00038-00012371-00012952 dooku tree inside the great dooku tree
5wgSVA-jauM-00039-00012953-00013399 oh I'm pretty sure it's pronounced Derek
5wgSVA-jauM-00040-00013400-00013546 oh shut up
5wgSVA-jauM-00041-00013547-00013894 no one asked your opinion flying about
5wgSVA-jauM-00042-00013894-00014269 because I can gotta go get a slingshot
5wgSVA-jauM-00043-00014269-00015175 why not
5wgSVA-jauM-00044-00015176-00015433 goddamnit there's no way out of here
5wgSVA-jauM-00045-00015434-00015861 without a shield I'm gonna try to pop it
5wgSVA-jauM-00046-00015862-00017058 like an eyeball and that's a red
5wgSVA-jauM-00047-00017059-00017608 back to our file and I'm feeling like we
5wgSVA-jauM-00048-00017609-00018371 should go to Goron village which is not
5wgSVA-jauM-00049-00018372-00019628 that way
5wgSVA-jauM-00050-00019629-00019980 okey-dokey it's this way then that way
5wgSVA-jauM-00051-00019981-00020942 and straight gonna float over those wall
5wgSVA-jauM-00052-00020943-00021693 and place to screw around I'm definitely
5wgSVA-jauM-00053-00021694-00021836 going in there
5wgSVA-jauM-00054-00021837-00022230 all right let's clip out of bones it's
5wgSVA-jauM-00055-00022231-00022332 pretty easy here
5wgSVA-jauM-00056-00022333-00022503 fortunately sometimes it's pretty
5wgSVA-jauM-00057-00022504-00022674 bastard they difficult to clip out of
5wgSVA-jauM-00058-00022675-00022844 bounds but not this time
5wgSVA-jauM-00059-00022845-00023067 now we're gonna bounce up and down until
5wgSVA-jauM-00060-00023068-00023217 we get to the right place in the minimap
5wgSVA-jauM-00061-00023218-00023739 more or less and keep trying till we
5wgSVA-jauM-00062-00023740-00023967 just get the right angle and hit the
5wgSVA-jauM-00063-00023968-00024645 loading zone at the door got to be here
5wgSVA-jauM-00064-00024646-00025130 it's gotta be around here there it is
5wgSVA-jauM-00065-00025131-00025457 we've made it into this lock to store
5wgSVA-jauM-00066-00025458-00025764 not much we can do here but it's cool
5wgSVA-jauM-00067-00025764-00026052 that we're able to get here and I guess
5wgSVA-jauM-00068-00026052-00026304 that's the point let's go ahead and go
5wgSVA-jauM-00069-00026305-00026664 to the castle cuz why not it sounds like
5wgSVA-jauM-00070-00026664-00026976 fun so I'm going to okay so let's go
5wgSVA-jauM-00071-00026977-00027369 through this village didn't mean to do
5wgSVA-jauM-00072-00027370-00027810 that but that was pretty cool Oh chicken
5wgSVA-jauM-00073-00027811-00028022 let's see if that gives us better
5wgSVA-jauM-00074-00028023-00028420 dexterity in the air comparatively to
5wgSVA-jauM-00075-00028422-00028863 the NAP program tack somebody actually
5wgSVA-jauM-00076-00028864-00029247 cared about making the chicken work it's
5wgSVA-jauM-00077-00029248-00029625 really good I'd say it's just about as
5wgSVA-jauM-00078-00029626-00029781 good as breath of the wilds glider
5wgSVA-jauM-00079-00029782-00030018 anyway that's a small distraction back
5wgSVA-jauM-00080-00030019-00030432 to our goal despite it's night we can
5wgSVA-jauM-00081-00030433-00030654 just float right on over here pick up
5wgSVA-jauM-00082-00030655-00030839 the coins fall through the floor ant
5wgSVA-jauM-00083-00030841-00031252 load the next room okay let's beeline
5wgSVA-jauM-00084-00031254-00031589 over to the hole we need to crawl
5wgSVA-jauM-00085-00031591-00032195 through
5wgSVA-jauM-00086-00032197-00032437 I'm not gonna screw with the milkman
5wgSVA-jauM-00087-00032438-00033177 we're gonna go directly in beautiful
5wgSVA-jauM-00088-00033178-00033433 okay let's see what the cards are like
5wgSVA-jauM-00089-00033434-00033652 oh no garden here at all that's
5wgSVA-jauM-00090-00033653-00034023 convenient now we can screw around oh
5wgSVA-jauM-00091-00034024-00034639 boy mmm and we'll go on the back side
5wgSVA-jauM-00092-00034640-00035350 front side mmm perfect
5wgSVA-jauM-00093-00035351-00035698 there's our hole whoo there's another
5wgSVA-jauM-00094-00035699-00035814 guy
5wgSVA-jauM-00095-00035815-00036742 screw it I'm outta yeah okay that seemed
5wgSVA-jauM-00096-00036743-00037213 to work for that one too hmm
5wgSVA-jauM-00097-00037214-00037599 I don't like the angles on this one
5wgSVA-jauM-00098-00037600-00038260 let's float over it
5wgSVA-jauM-00099-00038261-00038493 don't lose yourself don't lose yourself
5wgSVA-jauM-00100-00038494-00038857 oh I saw the shadow get the shadow back
5wgSVA-jauM-00101-00038858-00039105 in frame there it is and landed
5wgSVA-jauM-00102-00039106-00039535 beautiful and we're gonna try the same
5wgSVA-jauM-00103-00039536-00040904 thing again
5wgSVA-jauM-00104-00040905-00041221 yeah I'm hard off screen I'm screwed
5wgSVA-jauM-00105-00041222-00041567 rip we're gonna go ahead and do this the
5wgSVA-jauM-00106-00041568-00041962 right way and sneak behind this guy ever
5wgSVA-jauM-00107-00041963-00042814 so slowly' dokey and that's our hole all
5wgSVA-jauM-00108-00042815-00043010 right we made it to the princess's
5wgSVA-jauM-00109-00043011-00043261 chambers let's check out what's behind
5wgSVA-jauM-00110-00043262-00043714 all of the walls first if you've got
5wgSVA-jauM-00111-00043715-00043889 this one it doesn't look very special
5wgSVA-jauM-00112-00043890-00044245 but hey let's look at it anyway
5wgSVA-jauM-00113-00044246-00044868 you got ourselves some ugly wallpaper
5wgSVA-jauM-00114-00044869-00045474 awesome well they can't all be winners
5wgSVA-jauM-00115-00045475-00045848 let's check out this side now this one's
5wgSVA-jauM-00116-00045849-00045977 pretty famous
5wgSVA-jauM-00117-00045978-00046157 you've got your Nintendo characters here
5wgSVA-jauM-00118-00046158-00046451 rather Mario characters got ourselves
5wgSVA-jauM-00119-00046452-00047018 the famous frog slash dinosaur depending
5wgSVA-jauM-00120-00047019-00047105 on who you ask
5wgSVA-jauM-00121-00047106-00047729 Yoshi Peach Mario Bowser and way over
5wgSVA-jauM-00122-00047730-00048251 there is Luigi very blurry but hey it's
5wgSVA-jauM-00123-00048252-00048539 cool that they had a shout-out it's a
5wgSVA-jauM-00124-00048540-00048920 good franchise well let's check out this
5wgSVA-jauM-00125-00048921-00049264 other wall this is where canons gonna
5wgSVA-jauM-00126-00049265-00049458 come through in just a minute
5wgSVA-jauM-00127-00049459-00049927 kill the gods the invisible guards Oh
5wgSVA-jauM-00128-00049928-00050212 aunt Isabelle from one side I guess
5wgSVA-jauM-00129-00050213-00050545 that's kind of interesting
5wgSVA-jauM-00130-00050546-00050930 well hey princess how you doing
5wgSVA-jauM-00131-00050931-00051633 Oh telling the water
5wgSVA-jauM-00132-00051634-00052020 hey it princess oh we can't talk to her
5wgSVA-jauM-00133-00052021-00052340 we can only attack her that's dumb well
5wgSVA-jauM-00134-00052341-00052554 I guess we'll talk to her like a normal
5wgSVA-jauM-00135-00052554-00052650 person
5wgSVA-jauM-00136-00052651-00054210 I mean it's less cool but what the hell
5wgSVA-jauM-00137-00054211-00056036 [Laughter]
5wgSVA-jauM-00138-00056037-00057416 [Applause]
5wgSVA-jauM-00139-00057417-00057747 well on that note I think we're gonna go
5wgSVA-jauM-00140-00057748-00058079 ahead and save quit and call it an
5wgSVA-jauM-00141-00058080-00060146 episode thank you all for tuning in
5wgSVA-jauM-00142-00060147-00060353 you
5y_YAcZDxmQ-00000-00000592-00000767 hello i'm councilmember robert carnegie
5y_YAcZDxmQ-00001-00000768-00000894 chair of the council's committee on
5y_YAcZDxmQ-00002-00000896-00001095 housing and buildings we're here to vote
5y_YAcZDxmQ-00003-00001096-00001239 on the latest revisions to the new york
5y_YAcZDxmQ-00004-00001240-00001527 city commission codes construction codes
5y_YAcZDxmQ-00005-00001528-00001902 local law 33 of 27 2007 requires that
5y_YAcZDxmQ-00006-00001903-00002047 new york city department of buildings
5y_YAcZDxmQ-00007-00002048-00002247 dob revise the new york city
5y_YAcZDxmQ-00008-00002248-00002431 construction codes every three years to
5y_YAcZDxmQ-00009-00002432-00002583 align them with the latest version of
5y_YAcZDxmQ-00010-00002584-00002783 the international code council's
5y_YAcZDxmQ-00011-00002784-00003087 international codes during this most
5y_YAcZDxmQ-00012-00003088-00003335 recent cold revision process which began
5y_YAcZDxmQ-00013-00003336-00003583 in 2015 dob organized committees that
5y_YAcZDxmQ-00014-00003584-00003759 reviewed and suggested amendments to the
5y_YAcZDxmQ-00015-00003760-00004070 existing construction codes
5y_YAcZDxmQ-00016-00004071-00004222 these committee members included
5y_YAcZDxmQ-00017-00004223-00004406 architects engineers attorneys as well
5y_YAcZDxmQ-00018-00004407-00004591 as representatives of construction labor
5y_YAcZDxmQ-00019-00004592-00004783 real estate other city agencies and
5y_YAcZDxmQ-00020-00004784-00004999 stakeholder organizations
5y_YAcZDxmQ-00021-00005000-00005175 together members of these committees
5y_YAcZDxmQ-00022-00005176-00005359 volunteered over forty thousand hours of
5y_YAcZDxmQ-00023-00005360-00005511 service towards
5y_YAcZDxmQ-00024-00005512-00005759 the revision of the code
5y_YAcZDxmQ-00025-00005760-00005951 the bill we are voting on today proposed
5y_YAcZDxmQ-00026-00005952-00006206 intro number 2261a
5y_YAcZDxmQ-00027-00006207-00006422 which i sponsored is the product of
5y_YAcZDxmQ-00028-00006423-00006663 those most recent code revision cycles
5y_YAcZDxmQ-00029-00006664-00006934 it includes 7400 revisions to the
5y_YAcZDxmQ-00030-00006936-00007167 construction codes 600 of which
5y_YAcZDxmQ-00031-00007168-00007423 represent new or expanded requirements
5y_YAcZDxmQ-00032-00007423-00007583 these revisions will help protect new
5y_YAcZDxmQ-00033-00007584-00007751 yorkers and preserve the safety of the
5y_YAcZDxmQ-00034-00007752-00008014 city's build build environment i'm
5y_YAcZDxmQ-00035-00008015-00008159 joined today by council members
5y_YAcZDxmQ-00036-00008159-00008342 rosenthal
5y_YAcZDxmQ-00037-00008343-00008478 jonah
5y_YAcZDxmQ-00038-00008479-00008783 lewis
5y_YAcZDxmQ-00039-00008784-00009014 uh and we oh oh
5y_YAcZDxmQ-00040-00009015-00009214 oh i'm sorry rivera and gridenzik way
5y_YAcZDxmQ-00041-00009215-00009351 over there in the corner
5y_YAcZDxmQ-00042-00009352-00009551 um
5y_YAcZDxmQ-00043-00009552-00009687 i'll ask the county clerk to read the
5y_YAcZDxmQ-00044-00009688-00009903 role
5y_YAcZDxmQ-00045-00009904-00010023 a list of the committee please over here
5y_YAcZDxmQ-00046-00010024-00010303 sorry okay
5y_YAcZDxmQ-00047-00010304-00010455 william martin committee clerk roll call
5y_YAcZDxmQ-00048-00010456-00010583 vote committee on housing and buildings
5y_YAcZDxmQ-00049-00010584-00010863 proposed introduction 2261 a chair
5y_YAcZDxmQ-00050-00010864-00011095 carnegie hi voter
5y_YAcZDxmQ-00051-00011096-00011319 joe and i
5y_YAcZDxmQ-00052-00011320-00011495 councilmember joe and i votes aye
5y_YAcZDxmQ-00053-00011496-00011646 rosenthal
5y_YAcZDxmQ-00054-00011647-00011799 hi voday
5y_YAcZDxmQ-00055-00011800-00011891 thank you
5y_YAcZDxmQ-00056-00011892-00012223 congratulations to the chair
5y_YAcZDxmQ-00057-00012224-00012414 gordenczyk
5y_YAcZDxmQ-00058-00012415-00012683 rodentic votes aye
5y_YAcZDxmQ-00059-00012684-00012935 rivera council member you've ever votes
5y_YAcZDxmQ-00060-00012936-00013007 aye
5y_YAcZDxmQ-00061-00013008-00013102 louis
5y_YAcZDxmQ-00062-00013103-00013319 ivor eye
5y_YAcZDxmQ-00063-00013319-00013511 thank you by a vote
5y_YAcZDxmQ-00064-00013512-00013815 excuse me
5y_YAcZDxmQ-00065-00013816-00013991 i have a vote of six in the affirmative
5y_YAcZDxmQ-00066-00013991-00014175 zero in the negative and no extensions
5y_YAcZDxmQ-00067-00014176-00014966 item has been adopted by the committee
5y_YAcZDxmQ-00068-00014968-00015150 that literally never happened so thank
5y_YAcZDxmQ-00069-00015151-00015799 you
5y_YAcZDxmQ-00070-00015800-00016323 this hearing is commenced thank you
5ziPHBoEmJA-00000-00000016-00000366 so i've got mail from abundant acres
5ziPHBoEmJA-00001-00000367-00000534 homestead
5ziPHBoEmJA-00002-00000535-00000671 you guys
5ziPHBoEmJA-00003-00000672-00000902 they're well they're not really new
5ziPHBoEmJA-00004-00000903-00001079 anymore
5ziPHBoEmJA-00005-00001080-00001399 they're quite old
5ziPHBoEmJA-00006-00001400-00001679 no really they're um a really great
5ziPHBoEmJA-00007-00001680-00001975 channel that um i've had the privilege
5ziPHBoEmJA-00008-00001976-00002271 of watching for a few months now
5ziPHBoEmJA-00009-00002272-00002647 they are sending me
5ziPHBoEmJA-00010-00002648-00002855 a beautiful sticker
5ziPHBoEmJA-00011-00002856-00003110 i cannot wait to put these on my wall i
5ziPHBoEmJA-00012-00003111-00003422 i don't have that side none yet but when
5ziPHBoEmJA-00013-00003423-00003519 i do
5ziPHBoEmJA-00014-00003520-00003815 oh boy you guys with the stickers and
5ziPHBoEmJA-00015-00003815-00004054 look at this cart
5ziPHBoEmJA-00016-00004055-00004343 it's got cardinals on it
5ziPHBoEmJA-00017-00004344-00004502 those are pretty much the only birds
5ziPHBoEmJA-00018-00004503-00004806 that are still out right now
5ziPHBoEmJA-00019-00004807-00005047 thank you kenny and angie from abundant
5ziPHBoEmJA-00020-00005048-00005348 acres
5z_VztAGqQc-00000-00000024-00000245 it's been so long since I've done this
5z_VztAGqQc-00001-00000246-00000605 hey guys happy 2023 sorry that I've been
5z_VztAGqQc-00002-00000606-00000833 on and off on YouTube for a while I've
5z_VztAGqQc-00003-00000834-00001054 been really busy with college and acting
5z_VztAGqQc-00004-00001055-00001378 and gymnastics so much stuff but for
5z_VztAGqQc-00005-00001379-00001607 today's video I'm going to be using my
5z_VztAGqQc-00006-00001607-00001847 computer and I'm going to be watching my
5z_VztAGqQc-00007-00001848-00002141 gymnastics videos from the past weekend
5z_VztAGqQc-00008-00002142-00002291 it's our first competition of the season
5z_VztAGqQc-00009-00002292-00002447 so I'm gonna be like commentating my
5z_VztAGqQc-00010-00002448-00002602 videos and I think it's gonna be a lot
5z_VztAGqQc-00011-00002603-00002908 of fun let's get into the video so our
5z_VztAGqQc-00012-00002909-00003155 meet was on Friday and it was at 6 30 at
5z_VztAGqQc-00013-00003156-00003413 night can you guess what our first event
5z_VztAGqQc-00014-00003414-00003929 was it was beam we got there and we were
5z_VztAGqQc-00015-00003929-00004043 talking about coach we're like oh what's
5z_VztAGqQc-00016-00004044-00004229 our first event he was like beam flight
5z_VztAGqQc-00017-00004230-00004456 B and if you don't do gymnastics I'll
5z_VztAGqQc-00018-00004457-00004636 explain to you what this is so in
5z_VztAGqQc-00019-00004637-00004786 gymnastics there's a flight a and flight
5z_VztAGqQc-00020-00004787-00005183 B so there's like two apparatuses at the
5z_VztAGqQc-00021-00005184-00005399 meat except for floor flight a always
5z_VztAGqQc-00022-00005400-00005620 goes first and flight B always goes
5z_VztAGqQc-00023-00005621-00005861 second so if you're flying B on B you
5z_VztAGqQc-00024-00005862-00006154 get more time to warm up so we're like
5z_VztAGqQc-00025-00006155-00006377 oh we're flight B like it's totally fine
5z_VztAGqQc-00026-00006378-00006569 like this is really good
5z_VztAGqQc-00027-00006570-00006803 and then our coach was like oh I'm sorry
5z_VztAGqQc-00028-00006804-00007037 guys we're flight a and we were like
5z_VztAGqQc-00029-00007038-00007159 okay
5z_VztAGqQc-00030-00007161-00007342 [Music]
5z_VztAGqQc-00031-00007343-00007589 that's fine we are going to be fly a and
5z_VztAGqQc-00032-00007590-00007817 we're gonna do so good okay so let's
5z_VztAGqQc-00033-00007818-00008081 watch my meme so out of my team I was
5z_VztAGqQc-00034-00008081-00008278 third I don't watch people at
5z_VztAGqQc-00035-00008279-00008495 competition so I always turn my back so
5z_VztAGqQc-00036-00008496-00008741 I had no idea well I did have kind of an
5z_VztAGqQc-00037-00008742-00008885 idea I knew that they made it because I
5z_VztAGqQc-00038-00008886-00009035 heard like cheering but I didn't like
5z_VztAGqQc-00039-00009036-00009292 know how the routine was right so I'm
5z_VztAGqQc-00040-00009293-00009556 just going and I'm just like you know
5z_VztAGqQc-00041-00009557-00009767 what I'm gonna have a great routine so
5z_VztAGqQc-00042-00009768-00009997 we're gonna watch it
5z_VztAGqQc-00043-00009998-00011188 [Music]
5z_VztAGqQc-00044-00011189-00011381 okay let me pause it right there so that
5z_VztAGqQc-00045-00011382-00011603 was my mouth I do a press handstand onto
5z_VztAGqQc-00046-00011604-00011956 the beam and at my in-house me a few
5z_VztAGqQc-00047-00011957-00012263 days before this meet I did the worst
5z_VztAGqQc-00048-00012264-00012520 amount of my life I literally went to
5z_VztAGqQc-00049-00012521-00012863 like 45 degrees on my handstand I got
5z_VztAGqQc-00050-00012863-00013096 like so many tents off so
5z_VztAGqQc-00051-00013097-00013307 after I did this map and this routine I
5z_VztAGqQc-00052-00013308-00013427 was like oh I already know this is gonna
5z_VztAGqQc-00053-00013428-00013666 be a good beam routine because I made my
5z_VztAGqQc-00054-00013668-00013913 map and it was really good so I wasn't
5z_VztAGqQc-00055-00013913-00014885 feeling very confident at this point
5z_VztAGqQc-00056-00014886-00015227 Here Comes series
5z_VztAGqQc-00057-00015228-00016150 why am I like getting nervous
5z_VztAGqQc-00058-00016151-00016385 such a relief when you land a series and
5z_VztAGqQc-00059-00016386-00016816 meet guys I swear my cat's crying
5z_VztAGqQc-00060-00016817-00017044 [Applause]
5z_VztAGqQc-00061-00017045-00017827 [Music]
5z_VztAGqQc-00062-00017828-00018293 the leave series okay so coming up
5z_VztAGqQc-00063-00018294-00018667 Ace
5z_VztAGqQc-00064-00018668-00018941 Ace I'm trying to film a video
5z_VztAGqQc-00065-00018942-00019180 I got my series done I got my turn done
5z_VztAGqQc-00066-00019181-00019372 I got my lead and I was like that I'm
5z_VztAGqQc-00067-00019373-00019577 almost done like I'm literally almost
5z_VztAGqQc-00068-00019578-00019835 dead I just have the side Ariel and my
5z_VztAGqQc-00069-00019836-00020008 jump series and my distance
5z_VztAGqQc-00070-00020009-00020344 I had to like gather my mind because I
5z_VztAGqQc-00071-00020345-00020513 was like you have to land this area and
5z_VztAGqQc-00072-00020514-00020644 of course when you're on being you get
5z_VztAGqQc-00073-00020645-00020741 like all these negative thoughts like
5z_VztAGqQc-00074-00020742-00020836 you're gonna fall you're gonna fall
5z_VztAGqQc-00075-00020837-00021077 you're gonna fall and you're like no I'm
5z_VztAGqQc-00076-00021078-00021286 gonna stick it I'm not listening to you
5z_VztAGqQc-00077-00021287-00021563 okay I'm gonna stick this so all I was
5z_VztAGqQc-00078-00021564-00021664 going through my head right now is I'm
5z_VztAGqQc-00079-00021665-00021733 gonna stick this
5z_VztAGqQc-00080-00021734-00022750 [Music]
5z_VztAGqQc-00081-00022751-00022936 yes
5z_VztAGqQc-00082-00022937-00023207 that beach I'm so satisfying okay here's
5z_VztAGqQc-00083-00023208-00023628 my dispatch
5z_VztAGqQc-00084-00023629-00024068 I do cargo one and a half
5z_VztAGqQc-00085-00024069-00024311 [Music]
5z_VztAGqQc-00086-00024312-00024514 Okay so
5z_VztAGqQc-00087-00024515-00025061 my score for beam was a 9.4 and I'm not
5z_VztAGqQc-00088-00025062-00025211 going to tell you my place I'm not gonna
5z_VztAGqQc-00089-00025212-00025330 tell you anything until the end of the
5z_VztAGqQc-00090-00025331-00025475 video so you better stay till the end so
5z_VztAGqQc-00091-00025476-00025708 you know what place I got so I was
5z_VztAGqQc-00092-00025710-00025852 really happy with this routine and I was
5z_VztAGqQc-00093-00025854-00026087 like this is a great start to the first
5z_VztAGqQc-00094-00026088-00026273 meet of the season and I'm really proud
5z_VztAGqQc-00095-00026274-00026501 of myself and instead of getting like
5z_VztAGqQc-00096-00026502-00026723 too excited that I did I made my beam
5z_VztAGqQc-00097-00026724-00026867 routine I was like I had focused on
5z_VztAGqQc-00098-00026868-00027208 floor and I want to say our team made
5z_VztAGqQc-00099-00027210-00027418 all of our Bean routines and I was so
5z_VztAGqQc-00100-00027419-00027640 proud I was like we just nailed it our
5z_VztAGqQc-00101-00027641-00027881 coach was so happy all our coaches were
5z_VztAGqQc-00102-00027882-00028223 happy of course and we were just so
5z_VztAGqQc-00103-00028224-00028396 excited and we were like we made our
5z_VztAGqQc-00104-00028397-00028655 favorite we made it and if you know if
5z_VztAGqQc-00105-00028656-00028799 you when you make your view routine at
5z_VztAGqQc-00106-00028800-00028943 comp it's literally the best feeling
5z_VztAGqQc-00107-00028944-00029218 ever like best feeling okay let's go to
5z_VztAGqQc-00108-00029219-00029951 floor
5z_VztAGqQc-00109-00029952-00030161 I'm like watching the judge's face I'm
5z_VztAGqQc-00110-00030162-00031217 like this is so weird
5z_VztAGqQc-00111-00031218-00031414 I like fell on warm up so I was like
5z_VztAGqQc-00112-00031416-00032232 thank God it's over
5z_VztAGqQc-00113-00032233-00032681 [Music]
5z_VztAGqQc-00114-00032682-00033145 foreign
5z_VztAGqQc-00115-00033146-00034309 [Music]
5z_VztAGqQc-00116-00034310-00034607 I was like I got this
5z_VztAGqQc-00117-00034608-00034883 yeah I have a little like separation I
5z_VztAGqQc-00118-00034884-00035362 didn't realize that
5z_VztAGqQc-00119-00035363-00035543 why do I have made eye contact with the
5z_VztAGqQc-00120-00035544-00036395 judges when I did that that's like
5z_VztAGqQc-00121-00036396-00036802 foreign
5z_VztAGqQc-00122-00036803-00036983 why do I look yellow like I literally
5z_VztAGqQc-00123-00036984-00037109 look yellow
5z_VztAGqQc-00124-00037110-00037277 it's probably the lighting
5z_VztAGqQc-00125-00037278-00037468 oh the last pass okay I don't want to
5z_VztAGqQc-00126-00037469-00037618 give it away but
5z_VztAGqQc-00127-00037619-00037624 [Music]
5z_VztAGqQc-00128-00037625-00038165 um
5z_VztAGqQc-00129-00038166-00038509 no
5z_VztAGqQc-00130-00038510-00038830 Howie looks oh my God's name is Howie
5z_VztAGqQc-00131-00038831-00039112 and he was like no no no I was kind of
5z_VztAGqQc-00132-00039113-00039262 the routine I was like okay I did good
5z_VztAGqQc-00133-00039263-00039449 but I really could have landed last
5z_VztAGqQc-00134-00039450-00039701 class I'm usually my doubles are good
5z_VztAGqQc-00135-00039702-00039935 like usually I always make my double
5z_VztAGqQc-00136-00039936-00040115 full and it's oh it's like stuck like
5z_VztAGqQc-00137-00040116-00040252 that's not a problem usually it's like
5z_VztAGqQc-00138-00040253-00040615 my first pass I Met Myself sometime but
5z_VztAGqQc-00139-00040616-00040852 come on Skyler you could have made that
5z_VztAGqQc-00140-00040853-00041002 last size perfectly and you're gonna
5z_VztAGqQc-00141-00041003-00041495 stuck it but anyway my score was a 9.4 I
5z_VztAGqQc-00142-00041496-00041668 know pretty crazy that I got the same
5z_VztAGqQc-00143-00041669-00041855 score for beam and four listen my
5z_VztAGqQc-00144-00041856-00042040 favorite event is being but I think I've
5z_VztAGqQc-00145-00042041-00042257 gotten a lot stronger on all four events
5z_VztAGqQc-00146-00042258-00042527 so on fire for next and I was like I
5z_VztAGqQc-00147-00042528-00042785 gotta focus and I've gotta keep calm
5z_VztAGqQc-00148-00042786-00043187 so I'm ball at practice for the past few
5z_VztAGqQc-00149-00043188-00043289 weeks
5z_VztAGqQc-00150-00043290-00043565 I've been going high on like every
5z_VztAGqQc-00151-00043566-00043757 single day the past like summer I've
5z_VztAGqQc-00152-00043758-00043985 been working tuck fools on Ball and
5z_VztAGqQc-00153-00043986-00044183 they've been good they've been decent
5z_VztAGqQc-00154-00044184-00044411 I'll just put a video in here's a video
5z_VztAGqQc-00155-00044412-00044657 you got it come on
5z_VztAGqQc-00156-00044658-00045011 get it yes okay so you saw the video
5z_VztAGqQc-00157-00045012-00045245 right so I had the ball I had the ball
5z_VztAGqQc-00158-00045246-00045467 right but then we started changing it
5z_VztAGqQc-00159-00045468-00045790 when it got to season to like a pike and
5z_VztAGqQc-00160-00045791-00046018 I have done pipes before that were good
5z_VztAGqQc-00161-00046019-00046211 but ever since I've been doing the tuck
5z_VztAGqQc-00162-00046212-00046487 full the pike has always been weird and
5z_VztAGqQc-00163-00046488-00046661 I have not been doing it good at the
5z_VztAGqQc-00164-00046662-00046823 in-house a few days ago like I was
5z_VztAGqQc-00165-00046824-00047152 saying earlier I did my Pike but they
5z_VztAGqQc-00166-00047153-00047267 spotted me so they were like oh you have
5z_VztAGqQc-00167-00047268-00047512 to give you zero so please go again and
5z_VztAGqQc-00168-00047513-00047627 I went again and I literally face
5z_VztAGqQc-00169-00047628-00047999 planted I was like okay I want to do a
5z_VztAGqQc-00170-00048000-00048173 tuck for the real meat that was on
5z_VztAGqQc-00171-00048174-00048352 Friday which is this one so I just want
5z_VztAGqQc-00172-00048353-00048707 to do a tough because in like the future
5z_VztAGqQc-00173-00048708-00048851 meats that we're gonna be having this is
5z_VztAGqQc-00174-00048852-00049007 only our first meeting I'm going to be
5z_VztAGqQc-00175-00049008-00049258 upgrading to a tuck full or a pike or
5z_VztAGqQc-00176-00049259-00049396 layout but I don't know but I really
5z_VztAGqQc-00177-00049397-00049739 think twisting better for me so I want
5z_VztAGqQc-00178-00049740-00049949 to do the top full so we just went with
5z_VztAGqQc-00179-00049950-00050086 a test so it tucks like a lower star
5z_VztAGqQc-00180-00050087-00050351 value but I was like it's fine I'm gonna
5z_VztAGqQc-00181-00050352-00050686 do this so in warm up I did three timers
5z_VztAGqQc-00182-00050687-00050849 because I kept messing up my steps and I
5z_VztAGqQc-00183-00050850-00051149 kept stutter stepping like this and it
5z_VztAGqQc-00184-00051150-00051407 was so bad and I was so crooked and I
5z_VztAGqQc-00185-00051408-00051569 only flipped one Vault and warm up and
5z_VztAGqQc-00186-00051570-00051790 it was horrendous and I was like oh my
5z_VztAGqQc-00187-00051791-00052025 God like what am I gonna do like what am
5z_VztAGqQc-00188-00052026-00052325 I gonna do and then I also had a sore
5z_VztAGqQc-00189-00052326-00052541 ankle it's still kind of swollen I don't
5z_VztAGqQc-00190-00052541-00052703 want to show you my dog but like I still
5z_VztAGqQc-00191-00052704-00052954 have like a swollen ankle right here but
5z_VztAGqQc-00192-00052955-00053176 um I just need to pray right now I just
5z_VztAGqQc-00193-00053177-00053344 need to give it all to God so I salute
5z_VztAGqQc-00194-00053345-00053573 it I was I think I was like even on
5z_VztAGqQc-00195-00053574-00053741 floor I was fourth on the floor and I
5z_VztAGqQc-00196-00053741-00053866 thought I was third
5z_VztAGqQc-00197-00053867-00054094 and I was like you know I'm just gonna
5z_VztAGqQc-00198-00054095-00054287 go like I'm just gonna do it and it's
5z_VztAGqQc-00199-00054288-00054473 fine like I have two balls I have two
5z_VztAGqQc-00200-00054474-00054653 chances do my first spell I go into the
5z_VztAGqQc-00201-00054654-00054832 table but I hope I rotate I'm just gonna
5z_VztAGqQc-00202-00054833-00055013 show you the one I made oh wait I gave
5z_VztAGqQc-00203-00055014-00055330 it away whoops so the one that I made
5z_VztAGqQc-00204-00055332-00055654 was my second one of course and I was
5z_VztAGqQc-00205-00055655-00055979 like I did it and I'm so happy and I'm
5z_VztAGqQc-00206-00055979-00056159 just gonna show it to you
5z_VztAGqQc-00207-00056160-00056341 okay here we go
5z_VztAGqQc-00208-00056342-00057013 [Music]
5z_VztAGqQc-00209-00057014-00057316 all right that was that was like the
5z_VztAGqQc-00210-00057317-00057676 only one that I've like made that day
5z_VztAGqQc-00211-00057677-00057887 like I swear I was happy with that and
5z_VztAGqQc-00212-00057888-00058216 my score on vault was in 875 not too bad
5z_VztAGqQc-00213-00058217-00058409 with a low start value so I was like you
5z_VztAGqQc-00214-00058410-00058504 know what
5z_VztAGqQc-00215-00058505-00058804 in order for me to get like a good
5z_VztAGqQc-00216-00058805-00059225 all-around score I needed like over an
5z_VztAGqQc-00217-00059226-00059561 eight on bars and we're gonna watch my
5z_VztAGqQc-00218-00059562-00059892 bars right now and I was third on bars
5z_VztAGqQc-00219-00059894-00060257 this is a lot my bars have improved a
5z_VztAGqQc-00220-00060258-00060988 lot since like the past couple years
5z_VztAGqQc-00221-00060989-00061691 I always do a toe Circle I don't know
5z_VztAGqQc-00222-00061691-00061961 I was gonna keep out but I put my feet
5z_VztAGqQc-00223-00061962-00062123 down
5z_VztAGqQc-00224-00062124-00062363 it's gotten way better though and I'm
5z_VztAGqQc-00225-00062364-00062554 going on fig now which the bars are way
5z_VztAGqQc-00226-00062555-00062759 closer so I was like I just have to make
5z_VztAGqQc-00227-00062760-00063547 this discount
5z_VztAGqQc-00228-00063548-00063880 and I was like I did it like I literally
5z_VztAGqQc-00229-00063882-00064180 made everything at the meat and I was
5z_VztAGqQc-00230-00064182-00064385 really proud of myself I got an 8775
5z_VztAGqQc-00231-00064386-00064625 because I touched my feet but you know
5z_VztAGqQc-00232-00064626-00064775 this is only the first meet of the
5z_VztAGqQc-00233-00064776-00064919 season
5z_VztAGqQc-00234-00064920-00065141 um I have still have a lot to improve on
5z_VztAGqQc-00235-00065141-00065447 but I'm really happy and I'm just really
5z_VztAGqQc-00236-00065448-00065681 proud of myself I got a nine four of me
5z_VztAGqQc-00237-00065682-00065981 a nine for a floor an 875 level and an
5z_VztAGqQc-00238-00065982-00066179 eight seven seven five on bars
5z_VztAGqQc-00239-00066180-00066461 what does that equal everyone let me
5z_VztAGqQc-00240-00066462-00066619 tell you a
5z_VztAGqQc-00241-00066620-00066935 36.325 all around and I was really
5z_VztAGqQc-00242-00066936-00067175 excited that I got a 36 and now I'm
5z_VztAGqQc-00243-00067176-00067463 going to tell you the places that I
5z_VztAGqQc-00244-00067464-00067649 finished it so we're out of work they
5z_VztAGqQc-00245-00067650-00067841 call the Vault first and I didn't hear
5z_VztAGqQc-00246-00067842-00068056 my name called and I kind of knew that I
5z_VztAGqQc-00247-00068057-00068219 wouldn't be all involved because I did a
5z_VztAGqQc-00248-00068220-00068447 lower start value so I was like okay
5z_VztAGqQc-00249-00068448-00068687 fine like whatever so we go to bar
5z_VztAGqQc-00250-00068688-00068855 snacks and I didn't hear my name called
5z_VztAGqQc-00251-00068856-00069100 and I was like hmm like maybe I didn't
5z_VztAGqQc-00252-00069101-00069293 do as good as I thought and I got fourth
5z_VztAGqQc-00253-00069294-00069538 and I was like oh okay not bad fourth
5z_VztAGqQc-00254-00069539-00069803 place on bars and then we go to beam and
5z_VztAGqQc-00255-00069804-00070000 I didn't hear my name called again and I
5z_VztAGqQc-00256-00070001-00070282 was like no like a 9-4 has to be on
5z_VztAGqQc-00257-00070283-00070505 Podium like it has to be and guess what
5z_VztAGqQc-00258-00070506-00070781 everybody I got first place on beam and
5z_VztAGqQc-00259-00070782-00071050 I was like yes like first place winner
5z_VztAGqQc-00260-00071051-00071465 that Beaver team was good and the next
5z_VztAGqQc-00261-00071466-00071705 event was floor and I was like listen
5z_VztAGqQc-00262-00071706-00071999 this has to be on Podium too and guess
5z_VztAGqQc-00263-00072000-00072226 what I got first on floor
5z_VztAGqQc-00264-00072227-00072611 and I was like with my friend Audrey and
5z_VztAGqQc-00265-00072612-00072797 I was like she's like you're gonna get
5z_VztAGqQc-00266-00072798-00073006 first you're gonna get first and she
5z_VztAGqQc-00267-00073007-00073235 actually got first on bars and she's
5z_VztAGqQc-00268-00073236-00073349 like you're gonna get first I'm like and
5z_VztAGqQc-00269-00073350-00073565 no I probably get like third you know
5z_VztAGqQc-00270-00073566-00073882 like I don't know and she got second and
5z_VztAGqQc-00271-00073883-00074200 I was like well we'll see and then they
5z_VztAGqQc-00272-00074201-00074381 call my name for first all-around so I
5z_VztAGqQc-00273-00074382-00074591 actually won first all or not to meet
5z_VztAGqQc-00274-00074592-00074915 and so did my other friend Clementine
5z_VztAGqQc-00275-00074916-00075185 she got first all around and I think she
5z_VztAGqQc-00276-00075186-00075311 got first on a lot of the other stuff
5z_VztAGqQc-00277-00075312-00075676 too and she did so good and so did my
5z_VztAGqQc-00278-00075677-00076085 other friend Kiki she did amazing and
5z_VztAGqQc-00279-00076086-00076319 um thank you so much to Carson who came
5z_VztAGqQc-00280-00076320-00076571 to support us and another person I can
5z_VztAGqQc-00281-00076572-00076865 ask for us was Charlie and Camille and
5z_VztAGqQc-00282-00076866-00077200 you cannot forget Charlotte Yoon because
5z_VztAGqQc-00283-00077201-00077488 she did just floor and she did so good
5z_VztAGqQc-00284-00077489-00077879 she made it and um yeah and let me tell
5z_VztAGqQc-00285-00077880-00078256 you the last amazing news we got first
5z_VztAGqQc-00286-00078257-00078526 place as a team and we were exhilarated
5z_VztAGqQc-00287-00078527-00078706 and our coaches actually left because
5z_VztAGqQc-00288-00078707-00079103 the meet ended at 10 30 at night so of
5z_VztAGqQc-00289-00079104-00079426 course like everyone was exhausted and I
5z_VztAGqQc-00290-00079427-00079588 think our coaches found out the day
5z_VztAGqQc-00291-00079589-00079943 after that we won and or maybe the night
5z_VztAGqQc-00292-00079944-00080153 of I'm not sure and our coaches said
5z_VztAGqQc-00293-00080154-00080362 that we got a day off on Saturday
5z_VztAGqQc-00294-00080363-00080506 because usually we have Saturday morning
5z_VztAGqQc-00295-00080507-00080747 practice but we got a day off because we
5z_VztAGqQc-00296-00080748-00080926 ended our meet at 10 30 and I actually
5z_VztAGqQc-00297-00080927-00081305 went to bed at like 2 A.M so yeah and
5z_VztAGqQc-00298-00081306-00081538 I'm just so happy we had such a good
5z_VztAGqQc-00299-00081539-00081850 first meet and we've been so good I
5z_VztAGqQc-00300-00081851-00082061 really hope you guys enjoyed this video
5z_VztAGqQc-00301-00082062-00082391 make sure to like it subscribe and
5z_VztAGqQc-00302-00082392-00082612 comment down below if you want a shout
5z_VztAGqQc-00303-00082613-00082865 out in the next video comment down below
5z_VztAGqQc-00304-00082866-00083153 what your favorite TV show is it could
5z_VztAGqQc-00305-00083154-00083550 be a Disney show Nickelodeon Netflix
5z_VztAGqQc-00306-00083551-00083788 just tell me what your favorite TV show
5z_VztAGqQc-00307-00083789-00084065 is and I might pick you for the next
5z_VztAGqQc-00308-00084066-00084281 shout out I hope you guys have a great
5z_VztAGqQc-00309-00084282-00084431 day and I will see you all in my next
5z_VztAGqQc-00310-00084432-00084697 video bye
5z_VztAGqQc-00311-00084698-00087402 [Music]
5Jn-fT_0tzo-00000-00000054-00000513 Patricia mery Trisha green held born the
5Jn-fT_0tzo-00001-00000514-00000876 11th of March 1959 is a British
5Jn-fT_0tzo-00002-00000877-00001140 professor of primary healthcare and a
5Jn-fT_0tzo-00003-00001141-00001891 practicing general practitioner
5Jn-fT_0tzo-00004-00001892-00002566 topic early life and education
5Jn-fT_0tzo-00005-00002567-00002838 greenhalgh attended Folkston grammar
5Jn-fT_0tzo-00006-00002839-00003185 school she gained a BA in social and
5Jn-fT_0tzo-00007-00003186-00003456 political sciences from the University
5Jn-fT_0tzo-00008-00003457-00003879 of Cambridge in 1980 she then qualified
5Jn-fT_0tzo-00009-00003879-00004110 in medicine from the University of
5Jn-fT_0tzo-00010-00004111-00004863 Oxford in 1983
5Jn-fT_0tzo-00011-00004864-00005476 topic academic career
5Jn-fT_0tzo-00012-00005477-00005836 in April 2010 Greenhalgh was appointed
5Jn-fT_0tzo-00013-00005837-00006112 professor of primary healthcare and dean
5Jn-fT_0tzo-00014-00006113-00006349 for research impact at Queen Mary
5Jn-fT_0tzo-00015-00006350-00006733 University of London her role included
5Jn-fT_0tzo-00016-00006734-00006952 setting up and leading the healthcare
5Jn-fT_0tzo-00017-00006953-00007243 innovation and policy unit in the Center
5Jn-fT_0tzo-00018-00007244-00007470 for Health Sciences at Bart's and a
5Jn-fT_0tzo-00019-00007472-00007678 London School of Medicine and Dentistry
5Jn-fT_0tzo-00020-00007679-00007939 in January 2015
5Jn-fT_0tzo-00021-00007940-00008197 Trish Greenhalgh took up the post of
5Jn-fT_0tzo-00022-00008198-00008407 professor of primary care health
5Jn-fT_0tzo-00023-00008408-00008695 sciences and fellow of green templeton
5Jn-fT_0tzo-00024-00008696-00008968 College at the University of Oxford in
5Jn-fT_0tzo-00025-00008969-00009309 September 2016 she was one of 14
5Jn-fT_0tzo-00026-00009310-00009670 scientists doctors and policymakers who
5Jn-fT_0tzo-00027-00009671-00009901 signed on to an open letter to Prime
5Jn-fT_0tzo-00028-00009902-00010204 Minister UK Teresa May calling for an
5Jn-fT_0tzo-00029-00010205-00010459 inquiry into Secretary of State for
5Jn-fT_0tzo-00030-00010460-00010498 health
5Jn-fT_0tzo-00031-00010499-00010746 Jeremy hunts claimed that inadequate
5Jn-fT_0tzo-00032-00010747-00010975 weekend staffing at the National Health
5Jn-fT_0tzo-00033-00010976-00011248 Service led to avoidable patient deaths
5Jn-fT_0tzo-00034-00011249-00011496 she is a senior investigator at the
5Jn-fT_0tzo-00035-00011497-00011701 National Institute for Health Research
5Jn-fT_0tzo-00036-00011702-00012058 she is the author of more than 220
5Jn-fT_0tzo-00037-00012059-00012298 peer-reviewed publications and eight
5Jn-fT_0tzo-00038-00012299-00012607 textbooks how to read a paper her widely
5Jn-fT_0tzo-00039-00012608-00012849 read book on how to assess medical
5Jn-fT_0tzo-00040-00012850-00013081 research papers is now in its fifth
5Jn-fT_0tzo-00041-00013082-00013679 edition
5Jn-fT_0tzo-00042-00013680-00014291 topic honors and awards
5Jn-fT_0tzo-00043-00014291-00014585 she has twice won the Royal College of
5Jn-fT_0tzo-00044-00014586-00014849 General Practitioners research paper of
5Jn-fT_0tzo-00045-00014850-00015124 the Year award she accepted an OBE in
5Jn-fT_0tzo-00046-00015125-00015410 2001 for services to evidence-based
5Jn-fT_0tzo-00047-00015411-00015812 medical care in 2006 she was one of the
5Jn-fT_0tzo-00048-00015813-00016052 authors who received the baxter award
5Jn-fT_0tzo-00049-00016053-00016258 from the european health management
5Jn-fT_0tzo-00050-00016259-00016619 association she was elected to become a
5Jn-fT_0tzo-00051-00016620-00016829 fellow of the academy of medical
5Jn-fT_0tzo-00052-00016830-00017255 sciences in 2014
5KubmDIdgVU-00000-00000006-00000209 hey y'all good morning welcome home to
5KubmDIdgVU-00001-00000210-00000478 mailers Landing I'm Sue and we are here
5KubmDIdgVU-00002-00000479-00000773 in gardening zone 6B in New England and
5KubmDIdgVU-00003-00000774-00000971 today
5KubmDIdgVU-00004-00000972-00001204 is Buck day
5KubmDIdgVU-00005-00001205-00001511 my girls have had a yearning seriously
5KubmDIdgVU-00006-00001512-00001721 y'all go heat is nothing to trifle with
5KubmDIdgVU-00007-00001722-00002165 it's noisy and
5KubmDIdgVU-00008-00002166-00002441 anyway my sister-in-law is dispatching
5KubmDIdgVU-00009-00002442-00002705 her husband and a goat
5KubmDIdgVU-00010-00002706-00002992 um I believe in the back of his
5KubmDIdgVU-00011-00002993-00003274 hatchback so this should be exciting
5KubmDIdgVU-00012-00003275-00003563 I'll see you outside
5KubmDIdgVU-00013-00003564-00003953 this is Bernie say hi bunny hi Bernie's
5KubmDIdgVU-00014-00003954-00004115 brought us a goat
5KubmDIdgVU-00015-00004116-00004379 hello friend
5KubmDIdgVU-00016-00004380-00004595 hey buddy yeah
5KubmDIdgVU-00017-00004596-00004819 this is Coco
5KubmDIdgVU-00018-00004820-00005304 oh he's freaked out oh oh
5KubmDIdgVU-00019-00005305-00005629 there we go
5KubmDIdgVU-00020-00005630-00006001 all right buddy hi
5KubmDIdgVU-00021-00006002-00006431 so this is Coco this is Coco hi lovely
5KubmDIdgVU-00022-00006431-00006995 boy you're so Shaggy hi little friend
5KubmDIdgVU-00023-00006995-00007234 hello hello
5KubmDIdgVU-00024-00007236-00007498 I mean you've got quite a set of horns
5KubmDIdgVU-00025-00007500-00007846 don't you buddy
5KubmDIdgVU-00026-00007847-00007991 she is
5KubmDIdgVU-00027-00007992-00008309 he are they well he he has some uh he
5KubmDIdgVU-00028-00008310-00008507 occasionally has some issues
5KubmDIdgVU-00029-00008508-00008728 but right now he's doing he's doing
5KubmDIdgVU-00030-00008729-00008945 quite well what can we expect from this
5KubmDIdgVU-00031-00008946-00009046 guy
5KubmDIdgVU-00032-00009047-00009214 um
5KubmDIdgVU-00033-00009215-00009455 he can uh
5KubmDIdgVU-00034-00009456-00009581 oh
5KubmDIdgVU-00035-00009582-00009791 actually he probably he might be just
5KubmDIdgVU-00036-00009792-00009971 okay for everybody else
5KubmDIdgVU-00037-00009972-00010128 but
5KubmDIdgVU-00038-00010129-00010517 sweetheart oh I see you fight sometimes
5KubmDIdgVU-00039-00010518-00010835 look at your nose all right let me let
5KubmDIdgVU-00040-00010836-00011014 me let's get him
5KubmDIdgVU-00041-00011015-00011251 so I can get this thing off over here
5KubmDIdgVU-00042-00011252-00011478 yeah
5KubmDIdgVU-00043-00011479-00011935 oh yes sweet boy
5KubmDIdgVU-00044-00011936-00012328 and so how do we do this
5KubmDIdgVU-00045-00012329-00012449 um
5KubmDIdgVU-00046-00012450-00012731 ladies how are you
5KubmDIdgVU-00047-00012732-00013943 this is this is cocoa
5KubmDIdgVU-00048-00013944-00014416 foreign
5KubmDIdgVU-00049-00014418-00014747 I know it's a little tight hi
5KubmDIdgVU-00050-00014747-00014938 yeah
5KubmDIdgVU-00051-00014940-00015125 yeah you've seen some of these on the
5KubmDIdgVU-00052-00015126-00015425 other side are you our boyfriend
5KubmDIdgVU-00053-00015426-00015593 mother said she would bring us a
5KubmDIdgVU-00054-00015594-00015821 boyfriend hi
5KubmDIdgVU-00055-00015822-00015953 hi
5KubmDIdgVU-00056-00015954-00016415 oh what is that about
5KubmDIdgVU-00057-00016416-00016817 this is normal this is what we normally
5KubmDIdgVU-00058-00016818-00016979 get in the morning
5KubmDIdgVU-00059-00016980-00017500 is him doing that to
5KubmDIdgVU-00060-00017501-00017699 um
5KubmDIdgVU-00061-00017700-00017980 the other guys
5KubmDIdgVU-00062-00017981-00020069 so he's top Buck huh yeah
5KubmDIdgVU-00063-00020070-00020399 foreign
5KubmDIdgVU-00064-00020400-00021083 he hasn't even noticed Piper yet
5KubmDIdgVU-00065-00021084-00021353 I guess she's in heat
5KubmDIdgVU-00066-00021354-00023944 um
5KubmDIdgVU-00067-00023945-00024599 foreign
5KubmDIdgVU-00068-00024600-00024772 I think this is the first time I've seen
5KubmDIdgVU-00069-00024773-00026131 Piper be shy
5KubmDIdgVU-00070-00026132-00026393 you have no idea what's going on to you
5KubmDIdgVU-00071-00026394-00026531 little friend
5KubmDIdgVU-00072-00026532-00027412 there's some weird stuff going on huh
5KubmDIdgVU-00073-00027413-00028457 oh
5KubmDIdgVU-00074-00028458-00028649 there's a whole goat tell a novella
5KubmDIdgVU-00075-00028650-00030323 Happening Here
5KubmDIdgVU-00076-00030324-00030785 uh Coco is
5KubmDIdgVU-00077-00030786-00031277 okay it's not
5KubmDIdgVU-00078-00031277-00031558 he's not
5KubmDIdgVU-00079-00031560-00031745 like an uncle
5KubmDIdgVU-00080-00031745-00032039 is that okay with goats yep I mean it's
5KubmDIdgVU-00081-00032039-00032374 a little Targaryen
5KubmDIdgVU-00082-00032375-00034217 but they'll be okay yeah
5KubmDIdgVU-00083-00034218-00034824 foreign
5KubmDIdgVU-00084-00034825-00035062 what are they doing what are they doing
5KubmDIdgVU-00085-00035063-00037781 is this what boyfriend means
5KubmDIdgVU-00086-00037782-00038021 foreign
5KubmDIdgVU-00087-00038022-00038218 this guy absolutely just peed all over
5KubmDIdgVU-00088-00038219-00038435 his face
5KubmDIdgVU-00089-00038436-00038687 she's like oh you stinky
5KubmDIdgVU-00090-00038688-00039305 and yet somehow it's alluring
5KubmDIdgVU-00091-00039306-00039851 a buddy
5KubmDIdgVU-00092-00039852-00040290 yeah he may he may just get a little
5KubmDIdgVU-00093-00040291-00040690 Nancy for
5KubmDIdgVU-00094-00040691-00040943 wanting to get you to feed it a little
5KubmDIdgVU-00095-00040944-00041146 bit quicker but that's about it okay
5KubmDIdgVU-00096-00041147-00041477 I'll bring it in prepped
5KubmDIdgVU-00097-00041478-00041830 I usually pull the hay into the tire
5KubmDIdgVU-00098-00041831-00042190 first uh-huh
5KubmDIdgVU-00099-00042191-00042449 come in with the uh
5KubmDIdgVU-00100-00042450-00042623 the shovel
5KubmDIdgVU-00101-00042624-00042946 and I do a little bit and I do actually
5KubmDIdgVU-00102-00042947-00043115 do a little bit in the hay and a little
5KubmDIdgVU-00103-00043116-00043409 bit in the buckets okay
5KubmDIdgVU-00104-00043410-00043702 yeah pellets in the morning and then
5KubmDIdgVU-00105-00043703-00043901 this I try to keep hay in and then
5KubmDIdgVU-00106-00043902-00044039 there's another feeder on the inside
5KubmDIdgVU-00107-00044040-00044279 door oh okay
5KubmDIdgVU-00108-00044280-00044393 yeah
5KubmDIdgVU-00109-00044394-00044645 that one's easy to
5KubmDIdgVU-00110-00044646-00044818 keep them out of there while I want to
5KubmDIdgVU-00111-00044819-00045052 put hay in he is pretty
5KubmDIdgVU-00112-00045053-00045283 yeah I hope he passes on those blue eyes
5KubmDIdgVU-00113-00045284-00045587 I like that
5KubmDIdgVU-00114-00045588-00045845 the pipey's got the blue eyes
5KubmDIdgVU-00115-00045846-00046024 Coco
5KubmDIdgVU-00116-00046025-00046180 coconut
5KubmDIdgVU-00117-00046181-00046680 you take it easy behave yourself
5KubmDIdgVU-00118-00046681-00047045 Oscar there he is he's all the way down
5KubmDIdgVU-00119-00047046-00047446 there
5KubmDIdgVU-00120-00047447-00047555 yes
5KubmDIdgVU-00121-00047556-00047837 [Music]
5KubmDIdgVU-00122-00047838-00048035 yeah
5KubmDIdgVU-00123-00048036-00048389 thank you and what like two three weeks
5KubmDIdgVU-00124-00048390-00048695 two or three weeks okay yeah
5KubmDIdgVU-00125-00048696-00049073 yo just double check with uh Jen you got
5KubmDIdgVU-00126-00049074-00049535 it all right ladies enjoy your date
5KubmDIdgVU-00127-00049536-00049895 and hello Mr Coco
5KubmDIdgVU-00128-00049896-00052014 foreign
5KubmDIdgVU-00129-00052015-00052325 what's going on there hey
5KubmDIdgVU-00130-00052326-00052547 it's supposed to be like that uh-huh
5KubmDIdgVU-00131-00052548-00052861 it's not supposed to be like that
5KubmDIdgVU-00132-00052862-00053261 oh yeah it's got a your tractor has a
5KubmDIdgVU-00133-00053262-00053471 boo-boo my tractor has a big boo-boo it
5KubmDIdgVU-00134-00053472-00053765 won't steer anymore oh um
5KubmDIdgVU-00135-00053766-00054082 but then again this part is at least 55
5KubmDIdgVU-00136-00054083-00054382 years old so I'm not surprised it broke
5KubmDIdgVU-00137-00054383-00054694 yeah um on the plus side I finally got
5KubmDIdgVU-00138-00054695-00054850 to go to Tractor Supply for something
5KubmDIdgVU-00139-00054851-00055187 for my tractor so I'm kind of excited
5KubmDIdgVU-00140-00055188-00055421 I feel like we're entering a new era but
5KubmDIdgVU-00141-00055422-00055541 yeah
5KubmDIdgVU-00142-00055541-00055666 yeah
5KubmDIdgVU-00143-00055667-00055930 all right welcome back to stupid camera
5KubmDIdgVU-00144-00055932-00056213 angle tricks oh hey that works so we've
5KubmDIdgVU-00145-00056214-00056441 had to go we've had Coco here what four
5KubmDIdgVU-00146-00056441-00056561 or five days
5KubmDIdgVU-00147-00056562-00056735 think it might I think this might be our
5KubmDIdgVU-00148-00056736-00057157 third morning yeah and um
5KubmDIdgVU-00149-00057158-00057437 backyard stinks I can't wait till he
5KubmDIdgVU-00150-00057438-00057792 goes home he smells so bad you all
5KubmDIdgVU-00151-00057794-00058253 I think both of our does have been bred
5KubmDIdgVU-00152-00058254-00058511 um figures crossed we're gonna let him
5KubmDIdgVU-00153-00058512-00058726 hang out at least for another 10 days
5KubmDIdgVU-00154-00058727-00058930 and uh
5KubmDIdgVU-00155-00058932-00059075 Maybe
5KubmDIdgVU-00156-00059076-00059273 God he smells really good the whole
5KubmDIdgVU-00157-00059274-00059599 backyard smells like goat sex it's just
5KubmDIdgVU-00158-00059600-00059932 well they pee on their faces right but
5KubmDIdgVU-00159-00059933-00060413 it doesn't have to be his own pee
5KubmDIdgVU-00160-00060414-00060797 anyway this is how country living
5KubmDIdgVU-00161-00060798-00061037 um so he's gonna go get a tractor part
5KubmDIdgVU-00162-00061038-00061300 I'm gonna go finish editing I hope you
5KubmDIdgVU-00163-00061301-00061475 have enjoyed the many minutes of goat
5KubmDIdgVU-00164-00061476-00061769 courtship
5KubmDIdgVU-00165-00061770-00062538 we'll catch you up soon take care
5KubmDIdgVU-00166-00062539-00062891 I think both goats have been
5KubmDIdgVU-00167-00062891-00063166 humped bread
5KubmDIdgVU-00168-00063167-00063512 phoned phoned
5KPauvA8Rro-00000-00000039-00000303 guys i found a better one
5KPauvA8Rro-00001-00000304-00000447 this is where the hole is at in that
5KPauvA8Rro-00002-00000448-00000647 tree
5KPauvA8Rro-00003-00000648-00000927 the space there
5KPauvA8Rro-00004-00000927-00001119 i think there's two of them
5KPauvA8Rro-00005-00001120-00001383 to be honest with you
5KPauvA8Rro-00006-00001384-00001558 or the other video shows him standing
5KPauvA8Rro-00007-00001559-00001743 over here
5KPauvA8Rro-00008-00001744-00001959 and then he blocks the tree
5KPauvA8Rro-00009-00001960-00002334 and then he ends up over here
5KPauvA8Rro-00010-00002335-00002487 there's no space there remember that
5KPauvA8Rro-00011-00002488-00002847 space now i'm gonna blow him up
5KPauvA8Rro-00012-00002848-00003422 hold on
5KPauvA8Rro-00013-00003423-00003599 now look
5KPauvA8Rro-00014-00003600-00003727 head
5KPauvA8Rro-00015-00003728-00003990 shoulders he was hiding
5KPauvA8Rro-00016-00003992-00004351 and he's blocking that space that's in
5KPauvA8Rro-00017-00004352-00004383 then there
5KPauvA8Rro-00018-00004384-00004775 ends up over here
5KPauvA8Rro-00019-00004776-00004983 and he was over here
5KPauvA8Rro-00020-00004984-00005231 in the other video
5KPauvA8Rro-00021-00005232-00005591 omg
5KPauvA8Rro-00022-00005592-00005879 this is on my property
5KPauvA8Rro-00023-00005880-00006183 something like that
5KPauvA8Rro-00024-00006184-00006486 you'll see it
5KPauvA8Rro-00025-00006487-00006614 and watch the whole video because
5KPauvA8Rro-00026-00006615-00006919 there's some cool stuff on there
5KPauvA8Rro-00027-00006920-00007103 all right i just wanted to show you that
5KPauvA8Rro-00028-00007104-00007384 thank you
5L6wILFU774-00000-00000263-00000526 foreign
5L6wILFU774-00001-00000527-00002975 [Music]
5L6wILFU774-00002-00002976-00003359 so welcome back students so we are into
5L6wILFU774-00003-00003360-00003688 our second module and we are going
5L6wILFU774-00004-00003689-00003815 through the inorganic chemical
5L6wILFU774-00005-00003815-00004072 Industries the first part and the next
5L6wILFU774-00006-00004073-00004253 module we will cover the inorganic
5L6wILFU774-00007-00004254-00004517 chemical Industries part two so we have
5L6wILFU774-00008-00004518-00004799 already seen the sources of sulfur and
5L6wILFU774-00009-00004800-00004999 then we have also seen the sulfur
5L6wILFU774-00010-00005000-00005254 sulfuric acid production in the previous
5L6wILFU774-00011-00005255-00005506 lectures so sulfuric acid production we
5L6wILFU774-00012-00005507-00005729 have seen using the double contact
5L6wILFU774-00013-00005730-00006059 process ok so we then saw the advantage
5L6wILFU774-00014-00006060-00006191 disadvantages
5L6wILFU774-00015-00006192-00006436 so these methods actually bring us to
5L6wILFU774-00016-00006437-00006592 the point what is the source of this
5L6wILFU774-00017-00006593-00006833 sulfuric acid so we have seen the source
5L6wILFU774-00018-00006834-00007013 is sulfur dioxide and the source of
5L6wILFU774-00019-00007014-00007241 sulfur dioxide is from the
5L6wILFU774-00020-00007242-00007541 Elemental sulfur which is not available
5L6wILFU774-00021-00007542-00007895 so what we do is we produce it through
5L6wILFU774-00022-00007895-00008159 hydrogen sulphide hydrogen sulphide is
5L6wILFU774-00023-00008159-00008459 one of the common of gas or is the
5L6wILFU774-00024-00008460-00008645 byproduct of several processes we will
5L6wILFU774-00025-00008646-00008873 see from where the sources so the
5L6wILFU774-00026-00008874-00009178 tedious lectured we will mainly focus on
5L6wILFU774-00027-00009179-00009364 the production of the sulfur production
5L6wILFU774-00028-00009365-00009664 that is through the Clause process so so
5L6wILFU774-00029-00009665-00009796 we will see what is the source of this
5L6wILFU774-00030-00009797-00010019 hydrogen sulphide because from this
5L6wILFU774-00031-00010020-00010313 hydrogen sulphide we produce Elemental
5L6wILFU774-00032-00010314-00010427 sulfur
5L6wILFU774-00033-00010428-00010745 we produce Elemental sulfur so you know
5L6wILFU774-00034-00010746-00011255 the elemental sulfur is ah s n
5L6wILFU774-00035-00011256-00011728 so n can be going from 1 to 8
5L6wILFU774-00036-00011729-00011914 so depending upon whether the form of
5L6wILFU774-00037-00011915-00012106 liquid of sulfur is whether it's in
5L6wILFU774-00038-00012107-00012383 liquid or it's solid or in Vapor So
5L6wILFU774-00039-00012384-00012556 based on that we get elemental sulfur
5L6wILFU774-00040-00012557-00012808 okay so Prime Focus on this particular
5L6wILFU774-00041-00012809-00013079 lecture is how to produce this Elemental
5L6wILFU774-00042-00013080-00013499 sulfur from the source so some of the
5L6wILFU774-00043-00013500-00013672 source may be direct pyrite some may be
5L6wILFU774-00044-00013673-00013919 from the hydrogen sulphide gas so here
5L6wILFU774-00045-00013919-00014069 we are talking about the sources of
5L6wILFU774-00046-00014069-00014230 hydrogen sulphide gas
5L6wILFU774-00047-00014231-00014465 as a source then the acid gas treatment
5L6wILFU774-00048-00014466-00014747 now the acid gas if I talk of acid gas
5L6wILFU774-00049-00014747-00014944 treatment I'll tell you what is the
5L6wILFU774-00050-00014945-00015179 difference in acid gas and sour gas then
5L6wILFU774-00051-00015180-00015401 we will see the process through which
5L6wILFU774-00052-00015402-00015653 Elemental sulfur is produced the
5L6wILFU774-00053-00015654-00015838 reactions and the thermodynamics of the
5L6wILFU774-00054-00015840-00016079 process the flow scheme and then some
5L6wILFU774-00055-00016080-00016300 improvement how to recover the entire
5L6wILFU774-00056-00016301-00016529 sulfur from the process
5L6wILFU774-00057-00016530-00016721 the two processes that is the squat
5L6wILFU774-00058-00016722-00016919 process and superclass process cut means
5L6wILFU774-00059-00016920-00017267 the class of treating process ok so so
5L6wILFU774-00060-00017268-00017536 the class of treating process in the
5L6wILFU774-00061-00017537-00017699 super class process is something an
5L6wILFU774-00062-00017700-00018005 improvement of the particular the sulfur
5L6wILFU774-00063-00018006-00018305 process which is ah which is like both
5L6wILFU774-00064-00018306-00018467 this process this car process and the
5L6wILFU774-00065-00018468-00018736 superclose process Scott is actually s
5L6wILFU774-00066-00018737-00018875 stands for shell
5L6wILFU774-00067-00018876-00019205 shell class of treating process so it
5L6wILFU774-00068-00019206-00019469 means whatever sulfur we actually reduce
5L6wILFU774-00069-00019470-00019727 in the class process remaining the
5L6wILFU774-00070-00019728-00019829 amount
5L6wILFU774-00071-00019830-00020093 are used or it is recovered through
5L6wILFU774-00072-00020094-00020255 these two processors Squad processness
5L6wILFU774-00073-00020256-00020386 work loss process and then another
5L6wILFU774-00074-00020387-00020627 process which is although the scale is
5L6wILFU774-00075-00020628-00020855 less is the liquid redox sulfur recovery
5L6wILFU774-00076-00020856-00021017 process we will see one by one all the
5L6wILFU774-00077-00021018-00021130 processes
5L6wILFU774-00078-00021131-00021311 so now what is the source of hydrogen
5L6wILFU774-00079-00021312-00021521 sulphide first the raw material that is
5L6wILFU774-00080-00021522-00021719 a source of Elemental sulfur the
5L6wILFU774-00081-00021720-00021977 hydrogen sulphide now hydrogen sulphide
5L6wILFU774-00082-00021978-00022241 can be obtained as a acid gas from
5L6wILFU774-00083-00022242-00022444 different plant units so what are the
5L6wILFU774-00084-00022445-00022643 different plant units if I talk about
5L6wILFU774-00085-00022644-00022961 what are those sources so acid gas if I
5L6wILFU774-00086-00022962-00023243 talk strictly in terms of definition it
5L6wILFU774-00087-00023244-00023441 may include carbon dioxide hydrogen
5L6wILFU774-00088-00023442-00023777 sulfur and carbonyl sulphide so this if
5L6wILFU774-00089-00023778-00024085 you see this cos
5L6wILFU774-00090-00024086-00024749 CS2 carbon disulfide and CO2
5L6wILFU774-00091-00024750-00025108 so all this we call this isoelectronic
5L6wILFU774-00092-00025109-00025342 so isotronic means that it will have a
5L6wILFU774-00093-00025343-00025475 similar structure but with different
5L6wILFU774-00094-00025476-00025733 elements so the bond lens concerning
5L6wILFU774-00095-00025733-00025894 three atoms are similar but with
5L6wILFU774-00096-00025895-00026164 different elements so that is why these
5L6wILFU774-00097-00026166-00026302 compounds have been clapped together
5L6wILFU774-00098-00026304-00026596 then I have also written this CS2 is
5L6wILFU774-00099-00026597-00026890 same as CO2 which is equal to carbonyl
5L6wILFU774-00100-00026891-00027101 sulphide so all these three are the
5L6wILFU774-00101-00027102-00027424 potential sources for the production of
5L6wILFU774-00102-00027425-00027707 sulfur Elemental sulfur so other sulfur
5L6wILFU774-00103-00027708-00027887 containing feedstocks are sour natural
5L6wILFU774-00104-00027888-00028181 gas so natural gas has impurities such
5L6wILFU774-00105-00028182-00028468 as CO2 and H2S most of the natural gas
5L6wILFU774-00106-00028469-00028835 has impurities such as CO2
5L6wILFU774-00107-00028836-00029152 and H2S so this needs to be removed okay
5L6wILFU774-00108-00029154-00029368 this can be removed from natural gas
5L6wILFU774-00109-00029369-00029590 before it is sent to some particular
5L6wILFU774-00110-00029591-00029789 application so natural gas should be
5L6wILFU774-00111-00029789-00029987 free from any sulfur so we need to
5L6wILFU774-00112-00029988-00030220 remove this so when you remove this
5L6wILFU774-00113-00030222-00030431 obviously this by product can be used as
5L6wILFU774-00114-00030432-00030623 a source of sulfur so that's what the
5L6wILFU774-00115-00030624-00030862 sulfur comes from or it can be also from
5L6wILFU774-00116-00030863-00031073 the off glasses from hydrogating units
5L6wILFU774-00117-00031074-00031379 so if I recall it I recollect last
5L6wILFU774-00118-00031380-00031589 lecture I already told that where does
5L6wILFU774-00119-00031589-00031774 this Hydro treating process means or
5L6wILFU774-00120-00031775-00031990 imply come from so it's like you have
5L6wILFU774-00121-00031991-00032146 this five-membered let us say for
5L6wILFU774-00122-00032147-00032411 example you have this desulfurization so
5L6wILFU774-00123-00032412-00032639 if the talk of desulfurization let us
5L6wILFU774-00124-00032639-00032807 suppose I talk about of a five membered
5L6wILFU774-00125-00032808-00033035 ring which is thiophene so if you do a
5L6wILFU774-00126-00033036-00033299 hydrogenation of this thiophene so you
5L6wILFU774-00127-00033300-00033539 will get a compound which is something
5L6wILFU774-00128-00033540-00033683 like this
5L6wILFU774-00129-00033684-00034235 plus H2S
5L6wILFU774-00130-00034236-00034552 ok so it means ah this Hydro shooting
5L6wILFU774-00131-00034553-00034709 means to remove the
5L6wILFU774-00132-00034710-00034990 heteroatom so this is your heteroatom so
5L6wILFU774-00133-00034991-00035249 obviously what is the byproduct so Delta
5L6wILFU774-00134-00035250-00035512 H is something negative I do
5L6wILFU774-00135-00035513-00035849 Delta H is negative so it is exothermic
5L6wILFU774-00136-00035850-00036149 in nature so we convert this in a
5L6wILFU774-00137-00036150-00036449 catalytic manner we produce a linear
5L6wILFU774-00138-00036450-00036790 Chained alkane and H2S of the hydrogen
5L6wILFU774-00139-00036791-00037024 sulphide gas or from coal classification
5L6wILFU774-00140-00037025-00037259 plants there also if you have a coal
5L6wILFU774-00141-00037260-00037474 which is rich in Sulfur you may generate
5L6wILFU774-00142-00037475-00037655 H2S gas
5L6wILFU774-00143-00037656-00037907 so that's H2 is gas or this has two is
5L6wILFU774-00144-00037908-00038062 gas or from here in the South natural
5L6wILFU774-00145-00038063-00038315 gas all our potential sources for
5L6wILFU774-00146-00038316-00038645 Elemental sulfur so this H2S can be
5L6wILFU774-00147-00038646-00038807 separated by treating with chemical
5L6wILFU774-00148-00038808-00039143 absorbent such as alkanolamines
5L6wILFU774-00149-00039144-00039418 so for alkalinoids to be useful to
5L6wILFU774-00150-00039419-00039652 separate it is either chemically it will
5L6wILFU774-00151-00039653-00039911 react with this alkalinamide and so
5L6wILFU774-00152-00039912-00040055 there will be two process one its
5L6wILFU774-00153-00040056-00040301 absorbent then we have regenerate so
5L6wILFU774-00154-00040302-00040451 absorb means chemically it is getting
5L6wILFU774-00155-00040452-00040618 absorbed whether it is chemically or
5L6wILFU774-00156-00040619-00040799 physically because we are talking
5L6wILFU774-00157-00040800-00041002 ethanolamine which is chemical if we are
5L6wILFU774-00158-00041003-00041195 talking about physical solvents there
5L6wILFU774-00159-00041196-00041633 are certain physical solvent for example
5L6wILFU774-00160-00041634-00041830 so these are chemical solvents the
5L6wILFU774-00161-00041831-00041999 alcohol mines which I have written here
5L6wILFU774-00162-00042000-00042179 so if you want you can just mention it
5L6wILFU774-00163-00042180-00042496 these are chemical solvents
5L6wILFU774-00164-00042497-00042851 the chemical
5L6wILFU774-00165-00042852-00043024 while there are certain physical
5L6wILFU774-00166-00043025-00043295 solvents also which can recover this H2S
5L6wILFU774-00167-00043296-00043552 and CO2 So Physical Circle may be
5L6wILFU774-00168-00043553-00043990 methanol
5L6wILFU774-00169-00043991-00045005 or propylene carbonate
5L6wILFU774-00170-00045006-00045329 so chemical solvents if I want to focus
5L6wILFU774-00171-00045330-00045587 on it should have a high solubility in
5L6wILFU774-00172-00045588-00045683 water
5L6wILFU774-00173-00045684-00045880 solution of fifteen thirty percent are
5L6wILFU774-00174-00045881-00046055 commonly used because why water because
5L6wILFU774-00175-00046056-00046301 this some of the compounds for example
5L6wILFU774-00176-00046302-00046523 this cos carbonyl sulphide needs to be
5L6wILFU774-00177-00046524-00046667 hydrolyzed in water in the presence of
5L6wILFU774-00178-00046668-00046865 catalyst so when you do a hydrolysis
5L6wILFU774-00179-00046866-00047015 again it gets converted to hydrogen
5L6wILFU774-00180-00047016-00047140 sulphide
5L6wILFU774-00181-00047141-00047315 so that is what it is important so we
5L6wILFU774-00182-00047316-00047483 have a high solubility in water it
5L6wILFU774-00183-00047484-00047711 should be low volatile this alkaline
5L6wILFU774-00184-00047712-00047896 should be Ro volatile it should have
5L6wILFU774-00185-00047897-00048071 good reactivity at relatively low cost
5L6wILFU774-00186-00048072-00048311 and it should be good flexibility in
5L6wILFU774-00187-00048312-00048617 design and operation ok so with this we
5L6wILFU774-00188-00048618-00048808 this just now have seen what are the
5L6wILFU774-00189-00048809-00048989 sources of this Elemental sulfur it's
5L6wILFU774-00190-00048990-00049180 primarily hydrogen sulphide and this
5L6wILFU774-00191-00049181-00049330 hydrogen sulfides are obtained from
5L6wILFU774-00192-00049331-00049540 three sources primarily one is the
5L6wILFU774-00193-00049541-00049745 natural gas one is the hydrating unit
5L6wILFU774-00194-00049746-00049936 that is oil refinance another is a coal
5L6wILFU774-00195-00049937-00050129 gasification so you have to keep in mind
5L6wILFU774-00196-00050130-00050345 this three sources are the byproducts
5L6wILFU774-00197-00050346-00050662 for the formation of Elemental sulfur so
5L6wILFU774-00198-00050663-00050849 for example this particular Elemental
5L6wILFU774-00199-00050850-00051095 sulfur as I told you this pre-treatment
5L6wILFU774-00200-00051096-00051316 so in the pre-treatment the first step
5L6wILFU774-00201-00051317-00051496 is the pre-treatment why you require
5L6wILFU774-00202-00051497-00051808 because ah carbonyl sulphide is present
5L6wILFU774-00203-00051809-00052049 in minor amount in gas stream it must be
5L6wILFU774-00204-00052050-00052276 treated to avoid adverse effects on
5L6wILFU774-00205-00052277-00052547 subsequent processes so as to remove
5L6wILFU774-00206-00052548-00052763 this Carbonite sulfide catalytic
5L6wILFU774-00207-00052764-00052966 hydrolysis is used which actually
5L6wILFU774-00208-00052967-00053219 converts this into hydrogen sulphide so
5L6wILFU774-00209-00053220-00053375 if there is some Carbonite sulfide
5L6wILFU774-00210-00053376-00053663 present you do a catalysis with water to
5L6wILFU774-00211-00053664-00053915 form the source raw material plus carbon
5L6wILFU774-00212-00053916-00054088 dioxide so in a way you are again
5L6wILFU774-00213-00054089-00054341 converted to CO2 but most of the plants
5L6wILFU774-00214-00054341-00054580 they are fully equipped to separate both
5L6wILFU774-00215-00054582-00054773 this these together these are called
5L6wILFU774-00216-00054774-00055061 acid gas
5L6wILFU774-00217-00055062-00055391 so this sour gas sometimes you call it
5L6wILFU774-00218-00055391-00055553 sour gas
5L6wILFU774-00219-00055554-00055750 so the primary difference between acid
5L6wILFU774-00220-00055751-00056015 gas and sour gas is sour gas usually
5L6wILFU774-00221-00056016-00056273 reflects the composition of H2S
5L6wILFU774-00222-00056274-00056525 explicitly while acid gas comes up
5L6wILFU774-00223-00056526-00056873 together carbon dioxide plus H2S okay so
5L6wILFU774-00224-00056874-00057029 this you should understand because now
5L6wILFU774-00225-00057029-00057257 from now on we will discuss and to use
5L6wILFU774-00226-00057258-00057407 the term acid and sour gas
5L6wILFU774-00227-00057408-00057604 interchangeably
5L6wILFU774-00228-00057605-00057941 so what is this acid gas treatment as I
5L6wILFU774-00229-00057941-00058115 told you just now I discussed these are
5L6wILFU774-00230-00058116-00058354 the chemical solvents usually separates
5L6wILFU774-00231-00058355-00058492 the H2S gas
5L6wILFU774-00232-00058494-00058715 because this chemical solvent either it
5L6wILFU774-00233-00058716-00059021 is monoethanolamine dye ethanolamine or
5L6wILFU774-00234-00059022-00059303 methyl ethanol diamine mdaa these
5L6wILFU774-00235-00059304-00059530 exhibits high mass transfer rates so the
5L6wILFU774-00236-00059532-00059782 acid gas so this is the gas where you
5L6wILFU774-00237-00059783-00060082 have SEO plus H2S
5L6wILFU774-00238-00060083-00060263 it actually passes through these
5L6wILFU774-00239-00060264-00060580 alkaline solution so it is close to if I
5L6wILFU774-00240-00060582-00060857 recall it correctly it was 24 Trace
5L6wILFU774-00241-00060858-00061097 and the absorption is occurring at this
5L6wILFU774-00242-00061098-00061300 temperature so what you have remaining
5L6wILFU774-00243-00061301-00061529 is the purified gas so this purified gas
5L6wILFU774-00244-00061529-00061715 can be sent to some incinerator and
5L6wILFU774-00245-00061716-00062116 burnt ok so it the remaining product
5L6wILFU774-00246-00062117-00062453 with the alkylamine rich so I will say
5L6wILFU774-00247-00062454-00062644 the sour gas rich
5L6wILFU774-00248-00062645-00062926 alkaline solution it actually gets
5L6wILFU774-00249-00062927-00063035 heated
5L6wILFU774-00250-00063036-00063454 by the bottom product of regenerator so
5L6wILFU774-00251-00063455-00063665 when the path beat is passed it gets
5L6wILFU774-00252-00063666-00063844 heated up and it is sent from the to the
5L6wILFU774-00253-00063845-00064126 top of the regenerated Tower so what you
5L6wILFU774-00254-00064127-00064330 have in the generator is already a lean
5L6wILFU774-00255-00064332-00064511 alkaline solution
5L6wILFU774-00256-00064512-00064853 so what you do is I am sorry its not
5L6wILFU774-00257-00064854-00065056 lean alkalamine solution
5L6wILFU774-00258-00065057-00065543 so you have the C what happens in the
5L6wILFU774-00259-00065544-00065806 absorber is both the CO2 and H2S get
5L6wILFU774-00260-00065807-00066053 attached to this alternative mine then
5L6wILFU774-00261-00066054-00066431 this solution goes after heating to a
5L6wILFU774-00262-00066432-00066653 stripper so regenerator is a stripper
5L6wILFU774-00263-00066654-00066994 this is a stripper
5L6wILFU774-00264-00066995-00067319 so the stripper implies that you provide
5L6wILFU774-00265-00067320-00067582 low pressure steam so you provide low
5L6wILFU774-00266-00067583-00067973 pressure steam so that the H2S and CO2
5L6wILFU774-00267-00067974-00068261 the acid gas gets separated out here
5L6wILFU774-00268-00068262-00068531 so the acid get separate out because it
5L6wILFU774-00269-00068532-00068669 will condense out when you take the top
5L6wILFU774-00270-00068670-00068915 product condenses out and when it it is
5L6wILFU774-00271-00068916-00069173 condensed then the remaining the H2S and
5L6wILFU774-00272-00069174-00069371 CO2 is taken to the sulfur Recovery Unit
5L6wILFU774-00273-00069372-00069623 so CO2 will be very less here most of
5L6wILFU774-00274-00069624-00069773 the CO2 will be passing out through a
5L6wILFU774-00275-00069774-00070061 purified gas and this H2S gas is coming
5L6wILFU774-00276-00070062-00070306 out is sent to the class process so when
5L6wILFU774-00277-00070307-00070529 it is stripped off when you are passing
5L6wILFU774-00278-00070530-00070726 steam through this particular
5L6wILFU774-00279-00070727-00070991 regenerator it is stripped off
5L6wILFU774-00280-00070992-00071303 then the lean solution the lean alcohol
5L6wILFU774-00281-00071304-00071561 solution after it is giving away heat it
5L6wILFU774-00282-00071562-00071825 is again set back to the absorber so it
5L6wILFU774-00283-00071826-00071963 is like this absorber and regulator
5L6wILFU774-00284-00071964-00072226 happens cyclically so one cycle you have
5L6wILFU774-00285-00072227-00072347 absorption the next cycle you have
5L6wILFU774-00286-00072348-00072485 regeneration like that it keeps on
5L6wILFU774-00287-00072486-00072731 moving to and fro like this to and fro
5L6wILFU774-00288-00072732-00072953 like this so this is the way you
5L6wILFU774-00289-00072954-00073126 actually treat the acid gas let us
5L6wILFU774-00290-00073127-00073379 remove the H2S and CO2
5L6wILFU774-00291-00073380-00073649 so what is the cloth process see overall
5L6wILFU774-00292-00073650-00073931 I can always write this expression so
5L6wILFU774-00293-00073932-00074297 hydrogen sulfide ah oxidizes to form
5L6wILFU774-00294-00074298-00074573 Elemental sulfur and water but the issue
5L6wILFU774-00295-00074574-00074891 is it is high enthalpy so the problem is
5L6wILFU774-00296-00074892-00075106 the temperature rises
5L6wILFU774-00297-00075107-00075365 because temperature rises because of the
5L6wILFU774-00298-00075366-00075575 thermodynamic limit the conversion is
5L6wILFU774-00299-00075576-00076049 hardly 50 or 60 percent
5L6wILFU774-00300-00076050-00076247 so which is not good so you don't want
5L6wILFU774-00301-00076248-00076462 something processed to be developed even
5L6wILFU774-00302-00076463-00076643 though it's a single step process we
5L6wILFU774-00303-00076644-00076811 don't want it to go till 50 60
5L6wILFU774-00304-00076812-00077249 conversion so what it is done is we need
5L6wILFU774-00305-00077250-00077519 this a conversion of close to 95 to 27
5L6wILFU774-00306-00077520-00077747 percent so hydrogen sulphide needs to be
5L6wILFU774-00307-00077748-00077999 converted to Elemental sulfur
5L6wILFU774-00308-00078000-00078244 such that the convolution is around 95
5L6wILFU774-00309-00078245-00078467 to 97 percent so what you do instead of
5L6wILFU774-00310-00078468-00078623 complete oxidation you do a partial
5L6wILFU774-00311-00078624-00079073 oxidation so it means you send a H2S gas
5L6wILFU774-00312-00079074-00079343 in such a manner you send a limited
5L6wILFU774-00313-00079344-00079619 amount of air or oxygen to it it
5L6wILFU774-00314-00079620-00079793 converts to Elemental sulfur and water
5L6wILFU774-00315-00079794-00080015 so this is highly exothermic the
5L6wILFU774-00316-00080016-00080303 reaction is this so now this Elemental
5L6wILFU774-00317-00080304-00080555 sulfur because since H2S
5L6wILFU774-00318-00080556-00080782 is already there not all will be
5L6wILFU774-00319-00080783-00081094 converted this overall reaction not all
5L6wILFU774-00320-00081095-00081335 will be converted in a single step so
5L6wILFU774-00321-00081336-00081497 there are two step reactions so what
5L6wILFU774-00322-00081498-00081767 happens in the first step is you have
5L6wILFU774-00323-00081768-00081923 one third of the hydrogen sulphide
5L6wILFU774-00324-00081924-00082121 combusted to form sulfur dioxide in
5L6wILFU774-00325-00082122-00082193 water
5L6wILFU774-00326-00082194-00082373 so instead of going with a single
5L6wILFU774-00327-00082374-00082625 overall reaction this is broken up into
5L6wILFU774-00328-00082626-00082876 two-step reaction the first part one
5L6wILFU774-00329-00082877-00083003 third of the hydrogen sulphide is
5L6wILFU774-00330-00083004-00083182 combusted to form sulfur dioxide and
5L6wILFU774-00331-00083183-00083375 water so you have combusted and form
5L6wILFU774-00332-00083376-00083626 sulfur dioxide in water well Delta H is
5L6wILFU774-00333-00083627-00083915 minus 529 kilojoules per mole
5L6wILFU774-00334-00083916-00084143 in the Second Step what happens is
5L6wILFU774-00335-00084144-00084371 because why are they going for the
5L6wILFU774-00336-00084372-00084605 second step we need to understand that
5L6wILFU774-00337-00084606-00084797 why not with a single step
5L6wILFU774-00338-00084798-00085055 why partial because temperature is one
5L6wILFU774-00339-00085056-00085205 of the most significant factor to
5L6wILFU774-00340-00085206-00085385 consider when trying to get the desired
5L6wILFU774-00341-00085386-00085661 ratio of H2S to SO2 because in the
5L6wILFU774-00342-00085662-00085919 Second Step the sulfur dioxide you know
5L6wILFU774-00343-00085920-00086165 it will again get converted it reacts
5L6wILFU774-00344-00086166-00086512 with H2S so not H2 all H2S is combusted
5L6wILFU774-00345-00086513-00086806 some amount of H2S remains that H2S
5L6wILFU774-00346-00086807-00087017 reacts with sulfur dioxide to form
5L6wILFU774-00347-00087018-00087394 Elemental sulfur but in order to have
5L6wILFU774-00348-00087395-00087671 maximum conversion and excess of H2S is
5L6wILFU774-00349-00087672-00087749 used
5L6wILFU774-00350-00087750-00087923 so problem is what is the sugar
5L6wILFU774-00351-00087924-00088162 temperature if it is too low
5L6wILFU774-00352-00088163-00088432 if it is too low less than 925 degree
5L6wILFU774-00353-00088433-00088691 celsius kinetic difficulties may arise
5L6wILFU774-00354-00088692-00088888 the rate of the reaction may drop
5L6wILFU774-00355-00088889-00089123 if it is more High let us say at 600
5L6wILFU774-00356-00089124-00089321 degree celsius generation of socks and
5L6wILFU774-00357-00089322-00089494 knocks will create
5L6wILFU774-00358-00089495-00089747 and it will lead to increased catalytic
5L6wILFU774-00359-00089748-00089956 deactivation as well as corrosive or
5L6wILFU774-00360-00089957-00090275 acidic assault on the furnace
5L6wILFU774-00361-00090276-00090467 so the temperature of the Furnace walls
5L6wILFU774-00362-00090468-00090659 must be maintained between 200 to times
5L6wILFU774-00363-00090660-00090868 300 degrees Celsius
5L6wILFU774-00364-00090869-00091012 this should be possible if the
5L6wILFU774-00365-00091013-00091162 temperature of the flame can be kept
5L6wILFU774-00366-00091163-00091300 under tight control
5L6wILFU774-00367-00091301-00091685 so what they do is they do a initially
5L6wILFU774-00368-00091686-00091955 the first reaction is a non-catalytic
5L6wILFU774-00369-00091956-00092056 reaction
5L6wILFU774-00370-00092057-00092326 it is irreversible in nature and a
5L6wILFU774-00371-00092327-00092549 limited amount of oxygen is used so what
5L6wILFU774-00372-00092550-00092638 happens
5L6wILFU774-00373-00092639-00092800 at high temperature you have high
5L6wILFU774-00374-00092801-00093041 oxidation rates of H2S so the sulfur
5L6wILFU774-00375-00093042-00093191 disaster formation favors
5L6wILFU774-00376-00093192-00093394 thermodynamically
5L6wILFU774-00377-00093395-00093605 so transformation of hydrogen sulfide
5L6wILFU774-00378-00093606-00093761 into sulfur is a chemical equivalent
5L6wILFU774-00379-00093762-00093893 process and the theoretical Research
5L6wILFU774-00380-00093894-00094061 indicates the reaction temperature must
5L6wILFU774-00381-00094062-00094355 be as low as possible so it means if I
5L6wILFU774-00382-00094356-00094703 want to draw this a conversion
5L6wILFU774-00383-00094704-00095003 percentage conversion percentage
5L6wILFU774-00384-00095004-00095171 conversion
5L6wILFU774-00385-00095172-00095465 with temperature so if I draw two lines
5L6wILFU774-00386-00095466-00095741 here 500 degree celsius 2000 degree
5L6wILFU774-00387-00095742-00095903 Celsius
5L6wILFU774-00388-00095904-00096143 so the conversion if suppose from here
5L6wILFU774-00389-00096144-00096479 it is 50 to 100 conversion conversion
5L6wILFU774-00390-00096480-00096881 means the H2S conversion so it means ah
5L6wILFU774-00391-00096882-00097109 is follow something like this
5L6wILFU774-00392-00097110-00097409 so it means at lower temperatures
5L6wILFU774-00393-00097410-00097750 at this lower temperatures
5L6wILFU774-00394-00097751-00097949 this lower temperatures
5L6wILFU774-00395-00097950-00098243 reaction temperature is kept low so that
5L6wILFU774-00396-00098244-00098621 H2S is converted to sulfur but the issue
5L6wILFU774-00397-00098622-00098831 is in reality this necessary at keeping
5L6wILFU774-00398-00098832-00099011 the reactor temperature slightly above
5L6wILFU774-00399-00099012-00099268 the sulfur dew point to avoid silver
5L6wILFU774-00400-00099269-00099503 condensation on the Catalyst because we
5L6wILFU774-00401-00099504-00099653 have a catalyst phase which is solid in
5L6wILFU774-00402-00099654-00099893 nature so it should not be something
5L6wILFU774-00403-00099894-00100103 like that you go lower and lower close
5L6wILFU774-00404-00100104-00100426 to 500 degree celsius and then you find
5L6wILFU774-00405-00100427-00100823 out that you have I am sorry this is not
5L6wILFU774-00406-00100824-00101243 500 degree celsius it is 500 Kelvin just
5L6wILFU774-00407-00101244-00101567 ah you may just correct it
5L6wILFU774-00408-00101568-00101741 500
5L6wILFU774-00409-00101742-00102131 Kelvin to 1000 Kelvin so if it is less
5L6wILFU774-00410-00102132-00102401 than 500 Kelvin you may get sulfur but
5L6wILFU774-00411-00102402-00102592 it is in a liquid state so if it is a
5L6wILFU774-00412-00102593-00102886 liquid state it means it may drop on the
5L6wILFU774-00413-00102888-00103247 Catalyst and the Catalyst May deactivate
5L6wILFU774-00414-00103248-00103577 the second reason why this is kept at a
5L6wILFU774-00415-00103578-00103775 slight higher temperature because as I
5L6wILFU774-00416-00103776-00104075 told you hydrolysis of cos and CS2 needs
5L6wILFU774-00417-00104076-00104332 to be performed during the catalytic
5L6wILFU774-00418-00104333-00104518 States demanding a temperature greater
5L6wILFU774-00419-00104519-00104842 than 2006 is 230 degree Celsius in order
5L6wILFU774-00420-00104843-00104999 to achieve a reasonable level of
5L6wILFU774-00421-00105000-00105184 conversion digging into account
5L6wILFU774-00422-00105185-00105389 thermodynamics and kinetics of both the
5L6wILFU774-00423-00105390-00105563 Clause reaction and the hydrolysis of
5L6wILFU774-00424-00105564-00105827 carbon sulfides the first converter in
5L6wILFU774-00425-00105828-00106007 the temperature in a typical three
5L6wILFU774-00426-00106008-00106415 reactor Clause unit is 230 to 250 degree
5L6wILFU774-00427-00106416-00106708 Celsius for maximum carbonyl sulphide
5L6wILFU774-00428-00106709-00106973 and carbon disulfide conversion the
5L6wILFU774-00429-00106974-00107165 second band the second one is kept
5L6wILFU774-00430-00107166-00107447 little bit below this temperature the
5L6wILFU774-00431-00107448-00107758 third one below the first one and and
5L6wILFU774-00432-00107759-00107945 also below then the second reactor for
5L6wILFU774-00433-00107946-00108286 maximum h2s2 SO2 reaction so the output
5L6wILFU774-00434-00108288-00108539 temperatures of the first reactors are
5L6wILFU774-00435-00108540-00108833 greater than the second or third reactor
5L6wILFU774-00436-00108833-00109066 and it is around close to 340 degree
5L6wILFU774-00437-00109067-00109247 celsius so let us see the flow diagram
5L6wILFU774-00438-00109248-00109457 and the overall reaction so the overall
5L6wILFU774-00439-00109458-00109613 reaction is this
5L6wILFU774-00440-00109614-00109834 from the second part that is the sulfur
5L6wILFU774-00441-00109835-00109990 dioxide reacts with the remaining parts
5L6wILFU774-00442-00109991-00110225 of hydrogen sulphide to form sulfur and
5L6wILFU774-00443-00110226-00110393 water so this is hydrogen sulphide
5L6wILFU774-00444-00110394-00110584 reacting with sulfur dioxide formed in
5L6wILFU774-00445-00110585-00110801 the first reaction step to form
5L6wILFU774-00446-00110802-00111047 Elemental sulfur and water but this is a
5L6wILFU774-00447-00111048-00111251 catalytic reaction it is reversible in
5L6wILFU774-00448-00111252-00111460 nature it is less exothermic compared to
5L6wILFU774-00449-00111461-00111695 the first reaction so if you see these
5L6wILFU774-00450-00111696-00111965 numbers are lesser than the previous one
5L6wILFU774-00451-00111966-00112151 so what are the take home message it is
5L6wILFU774-00452-00112152-00112336 at high temperature equilibrium shifts
5L6wILFU774-00453-00112338-00112486 towards reactant because it is
5L6wILFU774-00454-00112488-00112733 exothermic in nature which will lead to
5L6wILFU774-00455-00112733-00113045 a lower sulfur recovery in order to
5L6wILFU774-00456-00113046-00113375 overcome this low sulfur recovery we use
5L6wILFU774-00457-00113376-00113621 a series of catalytic converters this is
5L6wILFU774-00458-00113622-00114101 we require three reactors in series
5L6wILFU774-00459-00114102-00114347 so all these reactors are named by the
5L6wILFU774-00460-00114348-00115169 they are called as Clause reactors
5L6wILFU774-00461-00115170-00115493 so the entire class process is the sum
5L6wILFU774-00462-00115494-00115727 of two reaction in the first reaction
5L6wILFU774-00463-00115728-00116027 there is partial combustion of the H2S
5L6wILFU774-00464-00116028-00116236 to sulfur dioxide gas in the second
5L6wILFU774-00465-00116238-00116543 reaction then again reaction of hydrogen
5L6wILFU774-00466-00116544-00116777 sulfide gas with sulfur dioxide to
5L6wILFU774-00467-00116778-00117047 produce Elemental sulfur and water so
5L6wILFU774-00468-00117048-00117227 let us see the flow sheet
5L6wILFU774-00469-00117228-00117449 so for the flow sheet the important
5L6wILFU774-00470-00117450-00117640 aspect we have discussed is the Clause
5L6wILFU774-00471-00117641-00117808 catalyst
5L6wILFU774-00472-00117809-00118007 now as I told you catalyst is an
5L6wILFU774-00473-00118008-00118307 important part or inherent part of this
5L6wILFU774-00474-00118308-00118673 class process and this Catalyst should
5L6wILFU774-00475-00118674-00118943 have certain criteria or they should
5L6wILFU774-00476-00118944-00119152 fulfill certain condition they should
5L6wILFU774-00477-00119153-00119308 have high mechanical strength because we
5L6wILFU774-00478-00119309-00119471 are talking about temperatures close to
5L6wILFU774-00479-00119472-00119801 250 300 degree celsius they should have
5L6wILFU774-00480-00119802-00119975 high catalytic activity in high specific
5L6wILFU774-00481-00119976-00120077 area
5L6wILFU774-00482-00120078-00120257 the particle size is important of the
5L6wILFU774-00483-00120258-00120497 catalyst so as to avoid maximum pressure
5L6wILFU774-00484-00120498-00120784 drops within the reactor it should be
5L6wILFU774-00485-00120785-00121031 low cost as large amount are used
5L6wILFU774-00486-00121032-00121247 it should be highly active at little low
5L6wILFU774-00487-00121248-00121433 temperature as the reaction rate has to
5L6wILFU774-00488-00121433-00121601 be sufficient and the temperature used
5L6wILFU774-00489-00121602-00121883 in the last reactors because in as you
5L6wILFU774-00490-00121883-00122158 go ahead you have the reactions
5L6wILFU774-00491-00122159-00122369 in each of the reactors where the
5L6wILFU774-00492-00122370-00122590 temperature Falls the temperature Falls
5L6wILFU774-00493-00122591-00122813 means this Catalyst should be highly
5L6wILFU774-00494-00122814-00123095 active and finally it should have high
5L6wILFU774-00495-00123096-00123299 resistance to attrition in the presence
5L6wILFU774-00496-00123300-00123478 of water
5L6wILFU774-00497-00123479-00123778 so conventionally the catalyst is
5L6wILFU774-00498-00123779-00124007 bauxite to alumuna
5L6wILFU774-00499-00124008-00124175 but there have been research where
5L6wILFU774-00500-00124176-00124360 Vanadium pentoxide is found to be 16
5L6wILFU774-00501-00124361-00124636 times as reactive is Titania
5L6wILFU774-00502-00124638-00124966 and 72 times as reactive aluminum so
5L6wILFU774-00503-00124967-00125243 both this Titania and Vanadium pentoxide
5L6wILFU774-00504-00125244-00125483 are found to be highly reactive
5L6wILFU774-00505-00125483-00125716 for the conversion of this hydrogen
5L6wILFU774-00506-00125717-00126010 sulphide gas but still they are not used
5L6wILFU774-00507-00126011-00126281 the primary reason is a lifespan the
5L6wILFU774-00508-00126282-00126502 lifespan of this v205 is not feasible
5L6wILFU774-00509-00126503-00126749 but Titania is still in use but most of
5L6wILFU774-00510-00126750-00126989 them use the model plants use this
5L6wILFU774-00511-00126990-00127408 alumina based catalyst
5L6wILFU774-00512-00127409-00127619 so the overall the class Catalyst can be
5L6wILFU774-00513-00127620-00127847 divided into three categories the
5L6wILFU774-00514-00127848-00128027 standard aluminums the the original
5L6wILFU774-00515-00128028-00128249 Catalyst the cloves alumina with a
5L6wILFU774-00516-00128250-00128447 particular ultra micro porosity because
5L6wILFU774-00517-00128448-00128597 the porosity of the catalyst is
5L6wILFU774-00518-00128598-00128825 important because you need to have
5L6wILFU774-00519-00128826-00129071 sufficient pore size where the reactants
5L6wILFU774-00520-00129072-00129340 where reactants if I want to say it is
5L6wILFU774-00521-00129341-00129521 like the sulfur dioxide is one of the
5L6wILFU774-00522-00129522-00129802 reactant it should go near the surface
5L6wILFU774-00523-00129803-00130090 have the reaction and then H2S should
5L6wILFU774-00524-00130091-00130354 also put be available on the surface
5L6wILFU774-00525-00130355-00130528 they will react and they dissolve and
5L6wILFU774-00526-00130529-00130925 they will form the Elemental sulfur
5L6wILFU774-00527-00130926-00131140 now aluminus promoted or there may be
5L6wILFU774-00528-00131141-00131285 certain category of catalyst which is
5L6wILFU774-00529-00131286-00131495 aluminus promoted with alkaline or
5L6wILFU774-00530-00131496-00131789 alkaline earth oxide sodium oxide so
5L6wILFU774-00531-00131790-00131989 what this I mean these are ah particular
5L6wILFU774-00532-00131990-00132239 modifiers which they add with alumina
5L6wILFU774-00533-00132240-00132478 sodium oxide calcium oxide magnesium
5L6wILFU774-00534-00132479-00132725 oxide iron or nickel sulfur Titania so
5L6wILFU774-00535-00132726-00132851 they have different functions they
5L6wILFU774-00536-00132852-00133054 improve the registration of alumina to
5L6wILFU774-00537-00133055-00133697 sulfation because this this COA COA
5L6wILFU774-00538-00133698-00133949 they may form let us say they react with
5L6wILFU774-00539-00133950-00134327 the ox sulfur dioxide present
5L6wILFU774-00540-00134328-00134639 to form something like if I want to
5L6wILFU774-00541-00134640-00134993 write calcium sulphate
5L6wILFU774-00542-00134994-00135359 ok so the issue is the calcium oxide
5L6wILFU774-00543-00135360-00135713 which is present so to remove that so
5L6wILFU774-00544-00135714-00135940 avoid this they add some certain
5L6wILFU774-00545-00135941-00136343 modifiers so this modifier sometimes are
5L6wILFU774-00546-00136344-00136577 also not working if I want to write down
5L6wILFU774-00547-00136578-00136859 here so let me again
5L6wILFU774-00548-00136860-00137183 so this modifiers this calcium oxide MGO
5L6wILFU774-00549-00137184-00137609 natu the primary reason the primary
5L6wILFU774-00550-00137610-00137866 reason why they are added in the
5L6wILFU774-00551-00137867-00138089 Catalyst is that
5L6wILFU774-00552-00138090-00138443 to two halves or to improve the
5L6wILFU774-00553-00138444-00138652 resistance of alumina to sulfation and
5L6wILFU774-00554-00138653-00138749 cooking
5L6wILFU774-00555-00138750-00138971 so we do not want the particular
5L6wILFU774-00556-00138972-00139349 catalyst to have a reaction with the
5L6wILFU774-00557-00139350-00139547 sulfur dioxide gas so that's why the
5L6wILFU774-00558-00139548-00139763 reaction is called sulfation or cooking
5L6wILFU774-00559-00139764-00139966 so prevent these these modifiers are
5L6wILFU774-00560-00139967-00140189 added or there may be non-promoted or
5L6wILFU774-00561-00140190-00140416 calcium promoted Titania based catalyst
5L6wILFU774-00562-00140417-00140525 so what are the three different
5L6wILFU774-00563-00140526-00140764 categories just recollect the aluminum
5L6wILFU774-00564-00140765-00140914 based Catalyst then alumina with
5L6wILFU774-00565-00140915-00141107 promoter and then there is non-promoted
5L6wILFU774-00566-00141108-00141383 or calcium promoted titanium
5L6wILFU774-00567-00141384-00141599 so this is the class process so what is
5L6wILFU774-00568-00141600-00141935 the class process here so if you see ah
5L6wILFU774-00569-00141936-00142157 this is a burner this stage is the
5L6wILFU774-00570-00142158-00142402 burner so in the burner
5L6wILFU774-00571-00142403-00142595 this is the furnace or a burner the
5L6wILFU774-00572-00142596-00142781 waste sheet boiler so you have the
5L6wILFU774-00573-00142782-00143014 boiler feed water coming here inside the
5L6wILFU774-00574-00143015-00143201 boiler feed water
5L6wILFU774-00575-00143202-00143357 so in that you generate the high
5L6wILFU774-00576-00143358-00143507 pressure steam
5L6wILFU774-00577-00143508-00143764 so air is the first reaction takes place
5L6wILFU774-00578-00143765-00144263 here ok so your H2S
5L6wILFU774-00579-00144264-00144773 plus oxygen so it will give
5L6wILFU774-00580-00144774-00145025 SO2
5L6wILFU774-00581-00145026-00145378 plus ah so your partial combustion
5L6wILFU774-00582-00145379-00145775 OK plus H2O
5L6wILFU774-00583-00145776-00145978 so partial condition takes place so heat
5L6wILFU774-00584-00145979-00146195 is released and heat released taken up
5L6wILFU774-00585-00146196-00146489 by the boiler feed water now then not
5L6wILFU774-00586-00146490-00146783 all H2S is getting converted
5L6wILFU774-00587-00146784-00147197 so here you can control the h2s2
5L6wILFU774-00588-00147198-00147473 SO2 formation how will you control you
5L6wILFU774-00589-00147474-00147719 can control this ratio through the use
5L6wILFU774-00590-00147720-00147971 of this flow of air
5L6wILFU774-00591-00147972-00148240 okay so once you control the flow of air
5L6wILFU774-00592-00148241-00148654 you can control the ratio of H2S to SO2
5L6wILFU774-00593-00148655-00148919 now what happens you have a mixture of
5L6wILFU774-00594-00148920-00149140 H2S
5L6wILFU774-00595-00149141-00149375 plus SO2
5L6wILFU774-00596-00149376-00149669 plus cos
5L6wILFU774-00597-00149670-00149933 plus CS2 because these are also
5L6wILFU774-00598-00149934-00150190 generated in this when the reactions
5L6wILFU774-00599-00150191-00150347 because these two make there are many
5L6wILFU774-00600-00150348-00150569 such reactions happening I have written
5L6wILFU774-00601-00150570-00150749 only one such reaction
5L6wILFU774-00602-00150750-00150935 so there's a complex phenomena where
5L6wILFU774-00603-00150936-00151109 many such reactions are possible so what
5L6wILFU774-00604-00151110-00151343 happens is you put this boiler feed
5L6wILFU774-00605-00151344-00151601 water this is one condenser is simply as
5L6wILFU774-00606-00151602-00151961 condenser so this reactions also takes
5L6wILFU774-00607-00151962-00152183 place in this this is the carbon
5L6wILFU774-00608-00152184-00152464 carbonyl sulphide pressed with water to
5L6wILFU774-00609-00152465-00152728 form hydrogen sulphide gas and CO2 so
5L6wILFU774-00610-00152729-00153064 this everything then goes
5L6wILFU774-00611-00153065-00153281 because we remove the heat because the
5L6wILFU774-00612-00153282-00153509 this particular heat is very very high
5L6wILFU774-00613-00153510-00153713 here so you remove the heat in this
5L6wILFU774-00614-00153714-00153899 condenser
5L6wILFU774-00615-00153900-00154151 you produce low pressure steam and then
5L6wILFU774-00616-00154152-00154378 heat it little bit and send it to the
5L6wILFU774-00617-00154379-00154619 first Clause reactor so in this Clause
5L6wILFU774-00618-00154620-00154889 reactor what it what happens is you are
5L6wILFU774-00619-00154890-00155152 converting H2S
5L6wILFU774-00620-00155153-00155693 you are reacting H2S and SO2 to
5L6wILFU774-00621-00155694-00156119 Elemental sulfur and water
5L6wILFU774-00622-00156120-00156316 all these three reaction whether this
5L6wILFU774-00623-00156317-00156593 this or this all these three reaction
5L6wILFU774-00624-00156594-00156766 Clause reactor occurs when the Clause
5L6wILFU774-00625-00156767-00156940 reactor occurs the products falls down
5L6wILFU774-00626-00156941-00157175 it is condensed if it condensed the
5L6wILFU774-00627-00157176-00157409 liquid sulfur will come down because if
5L6wILFU774-00628-00157410-00157552 you lower the temperature it will come
5L6wILFU774-00629-00157553-00157751 down and it is collected in a sulfur pit
5L6wILFU774-00630-00157752-00158051 right so remaining H2S suppose
5L6wILFU774-00631-00158052-00158363 everything is not consumed and H2S and
5L6wILFU774-00632-00158364-00158573 SO2 goes in the class reactor two
5L6wILFU774-00633-00158574-00158764 because if you see the first reaction
5L6wILFU774-00634-00158765-00159004 only 50 to 60 percent is converted the
5L6wILFU774-00635-00159005-00159226 remaining two remaining 48 percent
5L6wILFU774-00636-00159227-00159521 overall the conversion is 98 percent so
5L6wILFU774-00637-00159522-00159719 again the same process happens here the
5L6wILFU774-00638-00159720-00159959 Clause reactor then again the remaining
5L6wILFU774-00639-00159960-00160271 products effluent products and ghost in
5L6wILFU774-00640-00160272-00160451 the third reactor while the byproducts
5L6wILFU774-00641-00160452-00160619 that is the sulfur comes out the
5L6wILFU774-00642-00160620-00160913 elemental sulfur is dropped to the
5L6wILFU774-00643-00160914-00161135 sulfur pit finally goes to the Clause
5L6wILFU774-00644-00161136-00161357 reactor three where again condenser 4 is
5L6wILFU774-00645-00161358-00161566 there and you have the effluent the tail
5L6wILFU774-00646-00161567-00161759 gas the tail gas is usually incinerated
5L6wILFU774-00647-00161760-00162076 so for quality control purpose is QC is
5L6wILFU774-00648-00162077-00162364 quality control all this H2S to SO2 in
5L6wILFU774-00649-00162365-00162635 this should be equal to 2 is to one ok
5L6wILFU774-00650-00162636-00162863 so this ratio 2 is to 1 can be
5L6wILFU774-00651-00162864-00163085 maintained if you control the flow rate
5L6wILFU774-00652-00163086-00163319 of air so flow rate of air if you
5L6wILFU774-00653-00163320-00163535 control that will control the high H2S
5L6wILFU774-00654-00163536-00163901 to SO2 ratio finally you will collect
5L6wILFU774-00655-00163902-00164140 the remaining part in this sulfur pump
5L6wILFU774-00656-00164141-00164440 the liquid sulfur then you get the main
5L6wILFU774-00657-00164441-00164693 product
5L6wILFU774-00658-00164694-00164909 so what are the key points a series of
5L6wILFU774-00659-00164910-00165131 catalytic converters provide up to 95
5L6wILFU774-00660-00165132-00165376 percent sulfur recovery the tail gas may
5L6wILFU774-00661-00165377-00165611 contain small amount of carbon disulfide
5L6wILFU774-00662-00165612-00165869 and carbonyl sulphide before emitting
5L6wILFU774-00663-00165870-00166121 the tail gas this H2S to SO2 ratio
5L6wILFU774-00664-00166122-00166259 should be two h two one this is very
5L6wILFU774-00665-00166260-00166426 very important
5L6wILFU774-00666-00166427-00166678 because if it is not 2 is to 1 for
5L6wILFU774-00667-00166679-00166895 optimal conversion you may not get 95
5L6wILFU774-00668-00166896-00167147 percent server recovery it means the
5L6wILFU774-00669-00167148-00167447 amount of tail gas you will have an
5L6wILFU774-00670-00167448-00167578 incinerator will be more than the
5L6wILFU774-00671-00167579-00167759 permissible value
5L6wILFU774-00672-00167760-00167981 so worldwide around 1500 plants produces
5L6wILFU774-00673-00167982-00168161 sulfur with an average capacity of 100
5L6wILFU774-00674-00168162-00168401 tons per day now what to do with the
5L6wILFU774-00675-00168402-00168616 tail gas now tail gas you can insulate
5L6wILFU774-00676-00168617-00168875 it directly but still why to incinerate
5L6wILFU774-00677-00168876-00169007 because you have almost closed five
5L6wILFU774-00678-00169008-00169252 percent sulfur in that so these tail gas
5L6wILFU774-00679-00169253-00169445 from the class plant needs to be
5L6wILFU774-00680-00169446-00169631 retreated for better sulfur recovery
5L6wILFU774-00681-00169632-00169943 close 200 percent so this company Shell
5L6wILFU774-00682-00169944-00170347 Shell company has devised
5L6wILFU774-00683-00170348-00170747 shell class of treating process or of
5L6wILFU774-00684-00170748-00171004 gas treating process this is process
5L6wILFU774-00685-00171005-00171299 which actually converts 95 to 98 percent
5L6wILFU774-00686-00171300-00171533 and this super class process is
5L6wILFU774-00687-00171534-00171773 developed by a university Netherlands
5L6wILFU774-00688-00171774-00172019 its crossover class process which is
5L6wILFU774-00689-00172020-00172176 quite similar to the class process
5L6wILFU774-00690-00172177-00172433 except you have a selective oxidation
5L6wILFU774-00691-00172434-00172733 reactor at the last reactor phase and
5L6wILFU774-00692-00172734-00172895 then we have a liquid redox sulfur
5L6wILFU774-00693-00172896-00173045 recovery you recover the remaining
5L6wILFU774-00694-00173046-00173357 sulfur with the help of redox reactions
5L6wILFU774-00695-00173358-00173609 it is only suitable when the output is
5L6wILFU774-00696-00173610-00173902 low when the output is low but these two
5L6wILFU774-00697-00173903-00174028 are very
5L6wILFU774-00698-00174029-00174166 important
5L6wILFU774-00699-00174167-00174473 and usually the the squat process is
5L6wILFU774-00700-00174474-00174737 widely used in industry
5L6wILFU774-00701-00174738-00174928 so all this core process chord process
5L6wILFU774-00702-00174929-00175157 so you have a line burner where you send
5L6wILFU774-00703-00175158-00175366 the reducing gas what is this reducing
5L6wILFU774-00704-00175367-00175685 gas reducing gas is co plus H2 or sing
5L6wILFU774-00705-00175686-00175907 gas whatever so it's reducing gas this
5L6wILFU774-00706-00175908-00176116 is produced by the incomplete combustion
5L6wILFU774-00707-00176117-00176333 right so you have fuel gas you react
5L6wILFU774-00708-00176334-00176497 with this air
5L6wILFU774-00709-00176498-00176788 so this is the Clause steel gas it means
5L6wILFU774-00710-00176789-00177016 it coming from the class process
5L6wILFU774-00711-00177017-00177437 this comes from the class process okay
5L6wILFU774-00712-00177438-00177814 so again you have the reaction so this
5L6wILFU774-00713-00177815-00178037 is actually they are burnt
5L6wILFU774-00714-00178038-00178313 all the gases are burned and when they
5L6wILFU774-00715-00178314-00178469 are burned this is called the squat
5L6wILFU774-00716-00178470-00178588 reactor
5L6wILFU774-00717-00178589-00178859 so in the scotch reactor the gases so
5L6wILFU774-00718-00178860-00179069 what will be the gases present here the
5L6wILFU774-00719-00179070-00179345 the mainly they will be all be converted
5L6wILFU774-00720-00179346-00179507 to sulfur dioxide
5L6wILFU774-00721-00179508-00179795 or it will be converted to H2S all the
5L6wILFU774-00722-00179796-00179969 gases
5L6wILFU774-00723-00179970-00180233 OK all the gases they will be coming up
5L6wILFU774-00724-00180234-00180652 here ok so you need to capture all the
5L6wILFU774-00725-00180653-00180952 gases here increase the temperature this
5L6wILFU774-00726-00180953-00181240 cause reactor what it does it will send
5L6wILFU774-00727-00181241-00181690 the H2S primarily H2S it will send the
5L6wILFU774-00728-00181691-00181840 H2S
5L6wILFU774-00729-00181841-00182033 and the let us say you have the other
5L6wILFU774-00730-00182034-00182399 CO2 gas so prior to this you may have
5L6wILFU774-00731-00182400-00182651 number of other components when you burn
5L6wILFU774-00732-00182652-00183023 it it will be CO2 you will have cos you
5L6wILFU774-00733-00183024-00183293 will have ch2 everything is sent here in
5L6wILFU774-00734-00183294-00183449 this reactor they will convert
5L6wILFU774-00735-00183450-00183983 everything back to H2S and CO2 ok so it
5L6wILFU774-00736-00183984-00184240 means what you do you send it to a
5L6wILFU774-00737-00184241-00184499 cooling tower you cool this down if
5L6wILFU774-00738-00184500-00184738 there is some formation of sulfur you
5L6wILFU774-00739-00184739-00185069 take it down from here then you take it
5L6wILFU774-00740-00185070-00185297 down to the absorber regenerator section
5L6wILFU774-00741-00185298-00185519 so what is the absorber as I told you
5L6wILFU774-00742-00185520-00185795 you take a ethanolamine or alkanolamine
5L6wILFU774-00743-00185796-00186101 solution so you insert it into a
5L6wILFU774-00744-00186102-00186359 absorption Tower the absorption Tower
5L6wILFU774-00745-00186360-00186652 what it will do it has two gases CO2 and
5L6wILFU774-00746-00186653-00186761 H2S
5L6wILFU774-00747-00186762-00187049 source of amine is chosen in such a
5L6wILFU774-00748-00187050-00187397 manner that it reacts with H2S but does
5L6wILFU774-00749-00187398-00187697 not react with CO2 so the CO2 gas comes
5L6wILFU774-00750-00187698-00188069 out from here and it is burnt off so the
5L6wILFU774-00751-00188070-00188309 H2S gas along with the ethernet the
5L6wILFU774-00752-00188310-00188440 alkanolamine
5L6wILFU774-00753-00188441-00188740 passes to the regenerator section the
5L6wILFU774-00754-00188741-00188999 Regeneration section again you pass as a
5L6wILFU774-00755-00189000-00189287 stripper you pass low pressure steam so
5L6wILFU774-00756-00189288-00189533 when you pass stream the acid gas that
5L6wILFU774-00757-00189534-00189821 is the H2S
5L6wILFU774-00758-00189822-00190163 is actually separated it gets extracted
5L6wILFU774-00759-00190164-00190463 from the alkalinamine solution and the
5L6wILFU774-00760-00190464-00190559 remaining
5L6wILFU774-00761-00190560-00190852 solution that is the lean Alchemist
5L6wILFU774-00762-00190853-00191285 phase transfers the heat to the incoming
5L6wILFU774-00763-00191286-00191578 bottom product of the absorber and it is
5L6wILFU774-00764-00191579-00191723 sent to the
5L6wILFU774-00765-00191724-00191933 absorber where it is again counter
5L6wILFU774-00766-00191934-00192125 currently made to contact with the
5L6wILFU774-00767-00192126-00192340 incoming feed from the
5L6wILFU774-00768-00192341-00192671 Scott reactor so in this way you get H2S
5L6wILFU774-00769-00192672-00192911 and the sulfur recovered close to 98
5L6wILFU774-00770-00192912-00193151 percent ok
5L6wILFU774-00771-00193152-00193481 so this is the squat process similarly
5L6wILFU774-00772-00193482-00193643 you have a super class process super
5L6wILFU774-00773-00193644-00193888 class process is similar only issue is
5L6wILFU774-00774-00193889-00194140 here we have a reaction furnace we have
5L6wILFU774-00775-00194141-00194428 the waste heat boiler so what you do you
5L6wILFU774-00776-00194429-00194626 have the same reaction happening as for
5L6wILFU774-00777-00194627-00194759 class process
5L6wILFU774-00778-00194760-00195040 ok so the temperature is kept about 1300
5L6wILFU774-00779-00195041-00195131 Kelvin
5L6wILFU774-00780-00195132-00195376 so again you entering temperature is 520
5L6wILFU774-00781-00195377-00195478 Kelvin
5L6wILFU774-00782-00195479-00195647 so the temperature will progressively
5L6wILFU774-00783-00195648-00195845 reduce from reactor one reactor to
5L6wILFU774-00784-00195846-00196019 reactor three it will reduce in this
5L6wILFU774-00785-00196020-00196349 direction so this is higher than higher
5L6wILFU774-00786-00196350-00196588 the temperature of operation
5L6wILFU774-00787-00196589-00196804 ok
5L6wILFU774-00788-00196805-00196973 so the Clause reactor is again the same
5L6wILFU774-00789-00196974-00197188 reaction takes place so you have this
5L6wILFU774-00790-00197189-00197597 H2S converting to
5L6wILFU774-00791-00197598-00198083 Elemental sulfur and water
5L6wILFU774-00792-00198084-00198388 so the elemental sulfur gets picked up
5L6wILFU774-00793-00198389-00198575 in the sulfur pit again the second
5L6wILFU774-00794-00198576-00198863 colors reactor temperatures is lower
5L6wILFU774-00795-00198864-00199133 than 520 Kelvin this then temperature
5L6wILFU774-00796-00199134-00199343 here is further lower than this
5L6wILFU774-00797-00199344-00199631 temperature in the reactor two again you
5L6wILFU774-00798-00199632-00199859 condense it cool it down
5L6wILFU774-00799-00199860-00200093 the only issue here is in a super class
5L6wILFU774-00800-00200094-00200302 process you have to for the quality
5L6wILFU774-00801-00200303-00200525 control you have to see the H2S is only
5L6wILFU774-00802-00200526-00200813 0.8 to 3 volume percent so again how
5L6wILFU774-00803-00200814-00201016 will you convert this again you can
5L6wILFU774-00804-00201017-00201304 alter this air flow rate so here you can
5L6wILFU774-00805-00201305-00201581 control the H2S flow rate to be around
5L6wILFU774-00806-00201582-00201797 point eight to three
5L6wILFU774-00807-00201798-00202066 so what they will do is again this H2S
5L6wILFU774-00808-00202067-00202276 the remaining H2S
5L6wILFU774-00809-00202277-00202588 now you may have other gases also here
5L6wILFU774-00810-00202589-00202775 cos
5L6wILFU774-00811-00202776-00203021 CS2
5L6wILFU774-00812-00203022-00203638 many other gases or CO2 so ah H2S plus
5L6wILFU774-00813-00203639-00203890 these gases here
5L6wILFU774-00814-00203891-00204071 but the H2S should be this much volume
5L6wILFU774-00815-00204072-00204473 percent the issue is it takes care it
5L6wILFU774-00816-00204474-00204700 uses a clause reactor three what is this
5L6wILFU774-00817-00204701-00205012 Clause reactor three it is a selective
5L6wILFU774-00818-00205013-00205342 oxidation reactor okay selective
5L6wILFU774-00819-00205344-00205673 oxidation reactor it will only react
5L6wILFU774-00820-00205673-00205834 with this so the Catalyst should be
5L6wILFU774-00821-00205835-00206075 selective and it will react to H2S only
5L6wILFU774-00822-00206076-00206536 so if it reacts with H2S so this H2S
5L6wILFU774-00823-00206537-00206866 directly it will react with oxygen so
5L6wILFU774-00824-00206867-00207107 this reaction if and condenser in the
5L6wILFU774-00825-00207108-00207725 reactor three
5L6wILFU774-00826-00207726-00208090 so this is what the when some air is put
5L6wILFU774-00827-00208091-00208348 inside this reactor three so when air
5L6wILFU774-00828-00208350-00208714 gets inside three the H2S plus O2 gets
5L6wILFU774-00829-00208715-00209044 converted to Elemental sulfur plus water
5L6wILFU774-00830-00209046-00209405 so here only issue is the H2S the real
5L6wILFU774-00831-00209406-00209698 catalyst is selective in nature so it
5L6wILFU774-00832-00209700-00209891 won't convert this Carbonite sulphide
5L6wILFU774-00833-00209892-00210137 carbon disulfide carbon dioxide it will
5L6wILFU774-00834-00210138-00210425 only convert this so it means ah if you
5L6wILFU774-00835-00210426-00210629 want to talk about the efficiency the
5L6wILFU774-00836-00210630-00210827 efficiency of the scar process will be
5L6wILFU774-00837-00210828-00211115 higher than the super class process ok
5L6wILFU774-00838-00211116-00211325 so it just the difference is same
5L6wILFU774-00839-00211326-00211625 process same methodology only the last
5L6wILFU774-00840-00211626-00211901 reactor is the selective catalytic
5L6wILFU774-00841-00211902-00212110 reactor so it is a success selective
5L6wILFU774-00842-00212111-00212303 oxidation reactor which will only
5L6wILFU774-00843-00212304-00212477 oxidize the hydrogen sulphide gas to
5L6wILFU774-00844-00212478-00212794 Elemental sulfur then the third part is
5L6wILFU774-00845-00212796-00213094 for small scale processes the third part
5L6wILFU774-00846-00213096-00213298 fault is the squat we have seen we have
5L6wILFU774-00847-00213300-00213491 the we have first we have seen this
5L6wILFU774-00848-00213492-00213653 chord process then we have seen super
5L6wILFU774-00849-00213654-00213827 class this is the third process which is
5L6wILFU774-00850-00213828-00214006 the sulfur recovery process in liquid
5L6wILFU774-00851-00214007-00214258 soil redox sulfur recovery so this for
5L6wILFU774-00852-00214259-00214463 small scale processes less than 10 10 a
5L6wILFU774-00853-00214464-00214655 day sulfur production the gas flow rate
5L6wILFU774-00854-00214656-00214871 and composition are not constant here
5L6wILFU774-00855-00214871-00215069 like class process you cannot actually
5L6wILFU774-00856-00215069-00215375 set up the class process or some other
5L6wILFU774-00857-00215376-00215537 process to recovery of the elemental
5L6wILFU774-00858-00215538-00215753 Surfer they are less applicable but it
5L6wILFU774-00859-00215754-00215987 is economical compared to class process
5L6wILFU774-00860-00215988-00216227 so here the catalyst is added to the
5L6wILFU774-00861-00216228-00216371 amine solution
5L6wILFU774-00862-00216371-00216598 to get directly Elemental sulfur from
5L6wILFU774-00863-00216600-00216887 H2S so this is the reaction which is
5L6wILFU774-00864-00216888-00217187 occurring that is two h two S Plus O2 is
5L6wILFU774-00865-00217188-00217373 equal to Elemental sulfur plus water
5L6wILFU774-00866-00217373-00217721 directly so in this case since the
5L6wILFU774-00867-00217721-00218056 output the flow rate are very less so
5L6wILFU774-00868-00218057-00218296 Vanadium base Catalyst you can use in
5L6wILFU774-00869-00218298-00218537 the ladoc the liquid redox Alpha
5L6wILFU774-00870-00218538-00218675 recovery
5L6wILFU774-00871-00218676-00218969 so an important outcome of this entire
5L6wILFU774-00872-00218969-00219179 study which we have seen today is the
5L6wILFU774-00873-00219180-00219323 Scott plants provide best silver
5L6wILFU774-00874-00219323-00219532 recovery among all discus processes can
5L6wILFU774-00875-00219533-00219803 you tell why the reason is this other
5L6wILFU774-00876-00219804-00220025 sulfur compounds like carbon disulfide
5L6wILFU774-00877-00220026-00220234 carbonyl sulphide are convolent to
5L6wILFU774-00878-00220235-00220427 hydrogen sulphide in the presence of
5L6wILFU774-00879-00220428-00220613 hydrogen and catalyst
5L6wILFU774-00880-00220614-00221015 so it means that in this court process
5L6wILFU774-00881-00221016-00221477 in the Scott process the Scott reactor
5L6wILFU774-00882-00221478-00221867 the Scott reactor it will convert the
5L6wILFU774-00883-00221867-00222401 other sulfur products such as cos CS2
5L6wILFU774-00884-00222402-00222742 or 2 H2S
5L6wILFU774-00885-00222744-00223084 but in the super class process this is
5L6wILFU774-00886-00223085-00223444 not true because of this or no sulfur is
5L6wILFU774-00887-00223446-00223631 getting wasted
5L6wILFU774-00888-00223632-00223901 in the sulfur Recovery Unit which is in
5L6wILFU774-00889-00223902-00224098 the case of Scar process so that is why
5L6wILFU774-00890-00224100-00224303 this court process is always good and it
5L6wILFU774-00891-00224304-00224603 gives the best Catalyst all the best
5L6wILFU774-00892-00224604-00224860 conversion among all so we come to the
5L6wILFU774-00893-00224861-00225137 conclusion of this lecture so I will
5L6wILFU774-00894-00225138-00225353 advise you to go through the flow sheets
5L6wILFU774-00895-00225354-00225539 these slow ships are all adapted from
5L6wILFU774-00896-00225540-00225869 the book of Moline and you should also
5L6wILFU774-00897-00225869-00226108 visit this article
5L6wILFU774-00898-00226109-00226379 that is the class catalysis and hydrogen
5L6wILFU774-00899-00226380-00226763 H2S selective oxidation so here if you
5L6wILFU774-00900-00226764-00227008 see you go to this link if you are able
5L6wILFU774-00901-00227009-00227225 to access it it will actually discuss
5L6wILFU774-00902-00227226-00227406 the mechanism
5L6wILFU774-00903-00227407-00227801 how the catalyst is working in the high
5L6wILFU774-00904-00227802-00228005 temperature so how sulfur dioxide
5L6wILFU774-00905-00228006-00228244 getting which active sites all this so
5L6wILFU774-00906-00228246-00228425 those were interested in the reaction
5L6wILFU774-00907-00228426-00228653 engineering part they can have a look at
5L6wILFU774-00908-00228654-00229019 this second article so so we can if we
5L6wILFU774-00909-00229019-00229169 conclude this lecture and we have
5L6wILFU774-00910-00229169-00229541 finished the the elemental sulfur we
5L6wILFU774-00911-00229542-00229721 have seen the class process super class
5L6wILFU774-00912-00229721-00229925 process court process and also seen the
5L6wILFU774-00913-00229926-00230117 sulfuric acid formation
5L6wILFU774-00914-00230117-00230361 thank you
5L6wILFU774-00915-00230362-00231721 [Music]
5L6wILFU774-00916-00231721-00232096 thank you
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5MdsJC_C_Uu-00021-00023222-00023890 [Music]
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5M8Ub0sLBoo-00002-00003429-00003851 [Applause]
5M8Ub0sLBoo-00003-00003852-00004047 [Music]
5M8Ub0sLBoo-00004-00004049-00004108 [Applause]
5M8Ub0sLBoo-00005-00004109-00004151 [Music]
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5OvxgZn68G0-00000-00000017-00000265 phoo liam is a chemical element with
5OvxgZn68G0-00001-00000266-00000641 symbol TM and atomic number 69 it is the
5OvxgZn68G0-00002-00000642-00000841 13th and 3rd last element in the
5OvxgZn68G0-00003-00000842-00001066 lanthanide series like the other
5OvxgZn68G0-00004-00001067-00001247 lanthanides the most common oxidation
5OvxgZn68G0-00005-00001248-00001591 state is +3 seen in its oxide halides
5OvxgZn68G0-00006-00001592-00001801 and other compounds because it occurs so
5OvxgZn68G0-00007-00001802-00002017 late in the series however the +2
5OvxgZn68G0-00008-00002018-00002249 oxidation state is also stabilized by
5OvxgZn68G0-00009-00002250-00002483 the nearly full 4f shell that results in
5OvxgZn68G0-00010-00002484-00002771 aqueous solution like compounds of other
5OvxgZn68G0-00011-00002772-00002966 late lanthanides soluble thulium
5OvxgZn68G0-00012-00002967-00003206 compounds form coordination complexes
5OvxgZn68G0-00013-00003207-00003613 with 9 water molecules in 1879 the
5OvxgZn68G0-00014-00003614-00003784 Swedish chemist per teodor cleve
5OvxgZn68G0-00015-00003785-00004045 separated from the rare earth oxides via
5OvxgZn68G0-00016-00004046-00004211 another two previously unknown
5OvxgZn68G0-00017-00004212-00004397 components which he called home Eoin
5OvxgZn68G0-00018-00004398-00004568 thule ax these were the oxides of
5OvxgZn68G0-00019-00004569-00004795 holmium and thulium respectively a
5OvxgZn68G0-00020-00004796-00005060 relatively pure sample of thulium metal
5OvxgZn68G0-00021-00005061-00005395 was first obtained in 1911 through liam
5OvxgZn68G0-00022-00005396-00005554 is the second least abundant of the
5OvxgZn68G0-00023-00005555-00005801 lanthanides after radioactively unstable
5OvxgZn68G0-00024-00005802-00005986 promethium which is only found in trace
5OvxgZn68G0-00025-00005987-00006242 quantities on earth it is an easily
5OvxgZn68G0-00026-00006243-00006416 workable metal with a bright silvery
5OvxgZn68G0-00027-00006417-00006719 gray luster it is fairly soft and slowly
5OvxgZn68G0-00028-00006720-00006964 tarnishes in air despite its high price
5OvxgZn68G0-00029-00006965-00007145 and rarity due liam is used as the
5OvxgZn68G0-00030-00007145-00007367 radiation source in portable x-ray
5OvxgZn68G0-00031-00007368-00007595 devices and in some solid-state lasers
5OvxgZn68G0-00032-00007595-00007892 it has no significant biological role
5OvxgZn68G0-00033-00007893-00008551 and is not particularly toxic
5OvxgZn68G0-00034-00008552-00009056 topic properties
5OvxgZn68G0-00035-00009057-00009397 you
5OvxgZn68G0-00036-00009398-00009946 topic physical properties
5OvxgZn68G0-00037-00009947-00010153 you're thulium metal has a bright
5OvxgZn68G0-00038-00010154-00010351 silvery luster which tarnishes on
5OvxgZn68G0-00039-00010352-00010612 exposure to air the metal can be cut
5OvxgZn68G0-00040-00010613-00010801 with a knife as it has a moss hardness
5OvxgZn68G0-00041-00010802-00011146 of 2 to 3 it is malleable and ductile do
5OvxgZn68G0-00042-00011147-00011431 liam is ferromagnetic below 32 k anti
5OvxgZn68G0-00043-00011432-00011752 ferromagnetic between 32 and 56 K and
5OvxgZn68G0-00044-00011753-00012061 paramagnetic above 56 K thulium has two
5OvxgZn68G0-00045-00012062-00012313 major allotropes the tetragonal alpha TM
5OvxgZn68G0-00046-00012314-00013027 and the more stable hexagonal beta TM
5OvxgZn68G0-00047-00013028-00013571 topic chemical properties
5OvxgZn68G0-00048-00013572-00013816 fool iam tarnishes slowly in air and
5OvxgZn68G0-00049-00013818-00014119 burns readily at 150 degrees Celsius to
5OvxgZn68G0-00050-00014121-00014468 form thulium 3 oxide for terra meters
5OvxgZn68G0-00051-00014469-00014804 plus 3 o2 2 squared terra meters o3
5OvxgZn68G0-00052-00014805-00015016 thulium is quite electro positive and
5OvxgZn68G0-00053-00015018-00015230 reacts slowly with cold water and quite
5OvxgZn68G0-00054-00015231-00015443 quickly with hot water to form thulium
5OvxgZn68G0-00055-00015444-00015962 hydroxide to tera meters s plus 6 h2o l2
5OvxgZn68G0-00056-00015963-00016055 terra meters
5OvxgZn68G0-00057-00016056-00016478 o 3 AQ + 3 h 2g thulium reacts with all
5OvxgZn68G0-00058-00016479-00016769 the halogens reactions are slow at room
5OvxgZn68G0-00059-00016770-00016997 temperature but are vigorous above 200
5OvxgZn68G0-00060-00016998-00017441 degrees Celsius Tutera meters s + 3 F 2
5OvxgZn68G0-00061-00017442-00017975 G 2 TM f 3 s white - Terra meters s + 3
5OvxgZn68G0-00062-00017976-00018536 CL 2 G 2 TM CL 3 s yellow - Terra meters
5OvxgZn68G0-00063-00018537-00019112 south + 3 bridge 2 G 2 TM b r3 s white -
5OvxgZn68G0-00064-00019113-00019640 Terra meters s + 3 i2 g 2 TMI 3s yellow
5OvxgZn68G0-00065-00019641-00019853 do Liam dissolves readily in dilute
5OvxgZn68G0-00066-00019854-00020051 sulfuric acid to form solutions
5OvxgZn68G0-00067-00020052-00020318 containing the pale green TM 3 ions
5OvxgZn68G0-00068-00020319-00020543 which exist as TM o h2
5OvxgZn68G0-00069-00020544-00021053 9 3 + complexes - Terra meters s + 3 h2
5OvxgZn68G0-00070-00021054-00021608 so4 aq 2 cubic tera meters + 8 q + 3 so2
5OvxgZn68G0-00071-00021609-00022076 - 4 AQ + 3 h 2 g du liam reacts with
5OvxgZn68G0-00072-00022077-00022222 various metallic and nonmetallic
5OvxgZn68G0-00073-00022223-00022457 elements forming a range of binary
5OvxgZn68G0-00074-00022458-00022892 compounds including TM n TM s TM c 2 TM
5OvxgZn68G0-00075-00022893-00023537 2 c 3 t MH - TM h 3t MSI - TM g e 3 t mb
5OvxgZn68G0-00076-00023538-00024038 4 TM b 6 + TM b 12 in those compounds do
5OvxgZn68G0-00077-00024039-00024368 Liam exhibits valence States +2 and +3
5OvxgZn68G0-00078-00024369-00024625 however the +3 state is most common and
5OvxgZn68G0-00079-00024626-00024791 only this state has been observed in
5OvxgZn68G0-00080-00024792-00025127 thulium solutions do Liam exists as a TM
5OvxgZn68G0-00081-00025128-00025430 3 + ion in solution in this state the
5OvxgZn68G0-00082-00025431-00025669 thulium ion is surrounded by 9 molecules
5OvxgZn68G0-00083-00025670-00026036 of water TM 3 + ions exhibit a bright
5OvxgZn68G0-00084-00026037-00026252 blue luminescence - liam's only known
5OvxgZn68G0-00085-00026252-00026651 oxide as TM 203 this oxide is sometimes
5OvxgZn68G0-00086-00026652-00026858 called foo Lea
5OvxgZn68G0-00087-00026858-00027077 reddish-purple thulium two compounds can
5OvxgZn68G0-00088-00027077-00027239 be made by the reduction of thulium
5OvxgZn68G0-00089-00027239-00027572 three compounds examples of thulium two
5OvxgZn68G0-00090-00027573-00027794 compounds include the halides except the
5OvxgZn68G0-00091-00027795-00028114 fluoride some hydrated thulium compounds
5OvxgZn68G0-00092-00028116-00028685 such as TM CL 3 7 h2o + TM 2 C 2 o 4 3 6
5OvxgZn68G0-00093-00028686-00029018 h2o are green or greenish white fool IAM
5OvxgZn68G0-00094-00029019-00029233 dye chloride reacts very vigorously with
5OvxgZn68G0-00095-00029235-00029513 water this reaction results in hydrogen
5OvxgZn68G0-00096-00029514-00029777 gas and TM o 3 exhibiting a fading
5OvxgZn68G0-00097-00029777-00030074 reddish color combination of thulium and
5OvxgZn68G0-00098-00030075-00030251 kal surgeons results in do Liam
5OvxgZn68G0-00099-00030252-00030452 chalcogenides do Liam reacts with
5OvxgZn68G0-00100-00030452-00030650 hydrogen chloride to produce hydrogen
5OvxgZn68G0-00101-00030651-00030935 gas and thulium chloride with nitric
5OvxgZn68G0-00102-00030936-00031208 acid it yields thulium nitrate or TM and
5OvxgZn68G0-00103-00031208-00031786 o3 3
5OvxgZn68G0-00104-00031787-00032286 topic isotopes
5OvxgZn68G0-00105-00032287-00032635 the isotopes of thulium range from 145
5OvxgZn68G0-00106-00032636-00033018 tera meters to 179 tera meters the
5OvxgZn68G0-00107-00033019-00033204 primary decay mode before the most
5OvxgZn68G0-00108-00033205-00033549 abundant stable isotope 169 tera meters
5OvxgZn68G0-00109-00033550-00033762 his electron capture and the primary
5OvxgZn68G0-00110-00033763-00034048 mode after his beta emission the primary
5OvxgZn68G0-00111-00034049-00034368 decay products before 169 tera meters
5OvxgZn68G0-00112-00034369-00034632 are element 68 erbium isotopes and the
5OvxgZn68G0-00113-00034633-00034879 primary products after our element 70
5OvxgZn68G0-00114-00034880-00035202 ytterbium isotopes do liam 169 as
5OvxgZn68G0-00115-00035203-00035415 thulium longest-lived and most abundant
5OvxgZn68G0-00116-00035416-00035682 isotope it is the only isotope of
5OvxgZn68G0-00117-00035683-00035844 thulium that is thought to be stable
5OvxgZn68G0-00118-00035845-00036007 although it is predicted to undergo
5OvxgZn68G0-00119-00036008-00036312 alpha decay to holmium 165 with a very
5OvxgZn68G0-00120-00036313-00036708 long half-life after thulium 169 the
5OvxgZn68G0-00121-00036709-00036954 next longest lived isotopes are thule 'm
5OvxgZn68G0-00122-00036955-00037287 171 which has a half-life of 1.9 two
5OvxgZn68G0-00123-00037288-00037548 years and thulium 170 which has a
5OvxgZn68G0-00124-00037549-00037954 half-life of 128 point 6 days most other
5OvxgZn68G0-00125-00037955-00038151 isotopes have half-lives of a few
5OvxgZn68G0-00126-00038152-00038258 minutes or less
5OvxgZn68G0-00127-00038259-00038625 35 isotopes and 26 nuclear isomers of
5OvxgZn68G0-00128-00038626-00038929 thulium have been detected most isotopes
5OvxgZn68G0-00129-00038930-00039240 of thulium lighter than 169 atomic mass
5OvxgZn68G0-00130-00039241-00039501 units decay via electron capture or beta
5OvxgZn68G0-00131-00039502-00039693 plus decay although some exhibit
5OvxgZn68G0-00132-00039694-00039879 significant alpha decay or proton
5OvxgZn68G0-00133-00039880-00040179 emission heavier isotopes undergo beta
5OvxgZn68G0-00134-00040180-00040392 minus decay
5OvxgZn68G0-00135-00040393-00040659 topic history thulium was discovered by
5OvxgZn68G0-00136-00040660-00040962 swedish chemist per teodor cleve in 1879
5OvxgZn68G0-00137-00040963-00041196 by looking for impurities in the oxides
5OvxgZn68G0-00138-00041197-00041379 of other rare earth elements this was
5OvxgZn68G0-00139-00041380-00041537 the same method carl gustaf mosander
5OvxgZn68G0-00140-00041538-00041793 earlier used to discover some other rare
5OvxgZn68G0-00141-00041794-00042030 earth elements Cleese started by
5OvxgZn68G0-00142-00042031-00042218 removing all of the known contaminants
5OvxgZn68G0-00143-00042219-00042543 of erbia earth 203 upon additional
5OvxgZn68G0-00144-00042544-00042714 processing he obtained two new
5OvxgZn68G0-00145-00042715-00043014 substances one brown and one green the
5OvxgZn68G0-00146-00043015-00043199 brown substance was the oxide of the
5OvxgZn68G0-00147-00043200-00043404 element holmium and was named ho mia by
5OvxgZn68G0-00148-00043405-00043593 clean and the green substance was the
5OvxgZn68G0-00149-00043594-00043871 oxide of an unknown element cleave named
5OvxgZn68G0-00150-00043872-00044100 the oxide Dhulia and its element do liam
5OvxgZn68G0-00151-00044101-00044318 after Tully an ancient Greek place name
5OvxgZn68G0-00152-00044319-00044552 associated with Scandinavia or Iceland
5OvxgZn68G0-00153-00044553-00044868 to Liam's atomic symbol was once - but
5OvxgZn68G0-00154-00044869-00045087 this was changed to TM do liam was so
5OvxgZn68G0-00155-00045088-00045273 rare that none of the early workers had
5OvxgZn68G0-00156-00045274-00045474 enough of it to purify sufficiently to
5OvxgZn68G0-00157-00045475-00045660 actually see the green colour they had
5OvxgZn68G0-00158-00045661-00045818 to be content with spectroscopically
5OvxgZn68G0-00159-00045819-00046002 observing the strengthening of the two
5OvxgZn68G0-00160-00046003-00046190 characteristic absorption bands as
5OvxgZn68G0-00161-00046191-00046458 erbium was progressively removed the
5OvxgZn68G0-00162-00046459-00046671 first researcher to obtain nearly pure
5OvxgZn68G0-00163-00046672-00046875 thulium was Charles James a British
5OvxgZn68G0-00164-00046876-00047100 expatriate working on a large scale at
5OvxgZn68G0-00165-00047101-00047379 New Hampshire College in Durham in 1911
5OvxgZn68G0-00166-00047380-00047631 he reported his results having used his
5OvxgZn68G0-00167-00047632-00047837 discovered method of bromate fractional
5OvxgZn68G0-00168-00047838-00048029 crystallization to do the purification
5OvxgZn68G0-00169-00048030-00048396 he famously needed 15,000 purification
5OvxgZn68G0-00170-00048397-00048570 operations to establish that the
5OvxgZn68G0-00171-00048571-00048774 material was homogeneous high purity
5OvxgZn68G0-00172-00048775-00048962 thulium oxide was first offered
5OvxgZn68G0-00173-00048963-00049202 commercially in the late 1950s as a
5OvxgZn68G0-00174-00049203-00049393 result of the adoption of ion exchange
5OvxgZn68G0-00175-00049394-00049733 separation technology Lindsay chemical
5OvxgZn68G0-00176-00049734-00049968 division of American potash and Chemical
5OvxgZn68G0-00177-00049969-00050246 Corporation offered it in grades of 99%
5OvxgZn68G0-00178-00050247-00050655 and 99.9% purity the price per kilogram
5OvxgZn68G0-00179-00050656-00051089 has oscillated between $4,600 and
5OvxgZn68G0-00180-00051090-00051489 $13,300 in the period from 1959 to 1998
5OvxgZn68G0-00181-00051490-00051813 for 99.9% purity and it was second
5OvxgZn68G0-00182-00051814-00052524 highest for lanthanides behind lutetium
5OvxgZn68G0-00183-00052525-00053034 topic occurrence
5OvxgZn68G0-00184-00053035-00053279 the element is never found in nature in
5OvxgZn68G0-00185-00053280-00053454 pure form but it is found in small
5OvxgZn68G0-00186-00053454-00053640 quantities in minerals with other rare
5OvxgZn68G0-00187-00053641-00053889 earths do liam is often found with
5OvxgZn68G0-00188-00053890-00054041 minerals containing yttrium and
5OvxgZn68G0-00189-00054042-00054312 gadolinium in particular do liam occurs
5OvxgZn68G0-00190-00054313-00054542 in the mineral gadolinite however do
5OvxgZn68G0-00191-00054544-00054704 liam also occurs in the minerals
5OvxgZn68G0-00192-00054705-00055011 monazite Zenit I'm in UX a night fool
5OvxgZn68G0-00193-00055012-00055164 IAM has not been found in prevalence
5OvxgZn68G0-00194-00055165-00055338 over the other rare earths in any
5OvxgZn68G0-00195-00055339-00055578 mineral yet its abundance in the Earth's
5OvxgZn68G0-00196-00055579-00055899 crust is 0.5 milligrams per kilogram by
5OvxgZn68G0-00197-00055900-00056126 weight and 50 parts per billion by moles
5OvxgZn68G0-00198-00056127-00056516 do liam makes up approximately 0.5 parts
5OvxgZn68G0-00199-00056517-00056721 per million of soil although this value
5OvxgZn68G0-00200-00056722-00056910 can range from zero point four to zero
5OvxgZn68G0-00201-00056911-00057191 point eight parts per million fou liam
5OvxgZn68G0-00202-00057192-00057378 makes up two hundred fifty parts per
5OvxgZn68G0-00203-00057379-00057594 quadrillion of seawater in the solar
5OvxgZn68G0-00204-00057595-00057849 system do liam exists in concentrations
5OvxgZn68G0-00205-00057850-00058029 of two hundred parts per trillion by
5OvxgZn68G0-00206-00058029-00058200 weight and one part per trillion by
5OvxgZn68G0-00207-00058201-00058517 moles do liam or occurs most commonly in
5OvxgZn68G0-00208-00058519-00058857 China however Australia Brazil Greenland
5OvxgZn68G0-00209-00058858-00059100 India Tanzania and the United States
5OvxgZn68G0-00210-00059101-00059303 also have large reserves of thulium
5OvxgZn68G0-00211-00059304-00059529 total reserves of thulium are
5OvxgZn68G0-00212-00059529-00059847 approximately 100,000 tons do liam is
5OvxgZn68G0-00213-00059848-00060024 the least abundant lanthanide on earth
5OvxgZn68G0-00214-00060025-00060607 except for promethium
5OvxgZn68G0-00215-00060608-00061119 topic production
5OvxgZn68G0-00216-00061120-00061359 fool iam is principally extracted from
5OvxgZn68G0-00217-00061360-00061779 monazite ores approximately 0.007 %
5OvxgZn68G0-00218-00061779-00062004 thulium found in river sands through ion
5OvxgZn68G0-00219-00062004-00062330 exchange newer ion exchange and solvent
5OvxgZn68G0-00220-00062332-00062529 extraction techniques have led to easier
5OvxgZn68G0-00221-00062529-00062721 separation of the rare earths which has
5OvxgZn68G0-00222-00062722-00062910 yielded much lower costs for thulium
5OvxgZn68G0-00223-00062911-00063189 production the principal sources today
5OvxgZn68G0-00224-00063190-00063399 are the ion adsorption clays of southern
5OvxgZn68G0-00225-00063400-00063680 China in these where about two-thirds of
5OvxgZn68G0-00226-00063682-00063888 the total rare earth content as it reom
5OvxgZn68G0-00227-00063889-00064176 do liam is about 0.5 percent or about
5OvxgZn68G0-00228-00064177-00064466 tied with lutetium for rarity the metal
5OvxgZn68G0-00229-00064467-00064650 can be isolated through reduction of its
5OvxgZn68G0-00230-00064651-00064863 oxide with lanthanum metal or by calcium
5OvxgZn68G0-00231-00064864-00065070 reduction in a closed container
5OvxgZn68G0-00232-00065071-00065334 none of Julian's natural compounds are
5OvxgZn68G0-00233-00065335-00065592 commercially important approximately 50
5OvxgZn68G0-00234-00065593-00065793 tons per year of thulium oxide are
5OvxgZn68G0-00235-00065794-00066144 produced in 1996 through liam oxide cost
5OvxgZn68G0-00236-00066145-00066540 $20 per gram and in 2005 99% pure
5OvxgZn68G0-00237-00066541-00067334 thulium metal powder cost $70 per gram
5OvxgZn68G0-00238-00067335-00067879 topic applications
5OvxgZn68G0-00239-00067880-00068492 - Liam has a few applications
5OvxgZn68G0-00240-00068493-00068968 topic laser
5OvxgZn68G0-00241-00068969-00069220 home iam chromium thulium triple doped
5OvxgZn68G0-00242-00069221-00069577 yttrium aluminum garnet ho CR TM yak or
5OvxgZn68G0-00243-00069578-00069910 ho CR TM y AG is an active laser medium
5OvxgZn68G0-00244-00069911-00070219 material with high efficiency it losses
5OvxgZn68G0-00245-00070220-00070513 at 2080 nanometers and is widely used in
5OvxgZn68G0-00246-00070514-00070729 military applications medicine and
5OvxgZn68G0-00247-00070730-00071056 meteorology single element thulium doped
5OvxgZn68G0-00248-00071057-00071494 YAG TM yak lasers operate at 201 um the
5OvxgZn68G0-00249-00071495-00071704 wavelength of thulium based lasers is
5OvxgZn68G0-00250-00071705-00071914 very efficient for superficial ablation
5OvxgZn68G0-00251-00071915-00072136 of tissue with minimal coagulation depth
5OvxgZn68G0-00252-00072137-00072250 in air or in water
5OvxgZn68G0-00253-00072251-00072544 this makes thulium lasers attractive for
5OvxgZn68G0-00254-00072545-00073109 laser based surgery
5OvxgZn68G0-00255-00073110-00073639 topic x-ray source
5OvxgZn68G0-00256-00073640-00073897 despite its high cost portable x-ray
5OvxgZn68G0-00257-00073898-00074076 devices use dual ium that has been
5OvxgZn68G0-00258-00074077-00074269 bombarded in a nuclear reactor as a
5OvxgZn68G0-00259-00074270-00074548 radiation source these sources have a
5OvxgZn68G0-00260-00074549-00074776 useful life of about one year as tools
5OvxgZn68G0-00261-00074777-00074989 in medical and dental diagnosis as well
5OvxgZn68G0-00262-00074990-00075223 as to detect defects in inaccessible
5OvxgZn68G0-00263-00075224-00075424 mechanical and electronic components
5OvxgZn68G0-00264-00075425-00075700 such sources do not need extensive
5OvxgZn68G0-00265-00075701-00075943 radiation protection only a small cup of
5OvxgZn68G0-00266-00075944-00076198 lead do liam 170 is gaining popularity
5OvxgZn68G0-00267-00076199-00076471 as an x-ray source for cancer treatment
5OvxgZn68G0-00268-00076472-00076756 via brachytherapy this isotope has a
5OvxgZn68G0-00269-00076757-00077095 half-life of 128 point 6 days and five
5OvxgZn68G0-00270-00077096-00077287 major emission lines of comparable
5OvxgZn68G0-00271-00077288-00077532 intensity at seven point four fifty one
5OvxgZn68G0-00272-00077533-00077755 point three five four fifty two point
5OvxgZn68G0-00273-00077756-00077968 three eight nine fifty nine point four
5OvxgZn68G0-00274-00077969-00078201 and eighty four point two five three keV
5OvxgZn68G0-00275-00078202-00078507 fool iam 170 is one of the four most
5OvxgZn68G0-00276-00078508-00078726 popular radio isotopes for use in
5OvxgZn68G0-00277-00078727-00079357 industrial radiography
5OvxgZn68G0-00278-00079358-00079631 topic others
5OvxgZn68G0-00279-00079632-00079819 you
5OvxgZn68G0-00280-00079820-00079999 phoo Liam has been used in
5OvxgZn68G0-00281-00080000-00080143 high-temperature superconductors
5OvxgZn68G0-00282-00080144-00080429 similarly to it reom do Liam potentially
5OvxgZn68G0-00283-00080430-00080660 has use in ferrites ceramic magnetic
5OvxgZn68G0-00284-00080661-00080840 materials that are used in microwave
5OvxgZn68G0-00285-00080841-00081124 equipment do liam is also similar to
5OvxgZn68G0-00286-00081125-00081310 scandium in that it is used in arc
5OvxgZn68G0-00287-00081311-00081505 lighting for its unusual spectrum in
5OvxgZn68G0-00288-00081506-00081694 this case it's greenie mission lines
5OvxgZn68G0-00289-00081695-00081894 which are not covered by other elements
5OvxgZn68G0-00290-00081895-00082150 because thulium fluoresce is with a blue
5OvxgZn68G0-00291-00082151-00082346 color when exposed to ultraviolet light
5OvxgZn68G0-00292-00082347-00082576 do liam is put into euro banknotes as a
5OvxgZn68G0-00293-00082577-00082823 measure against counterfeiting the blue
5OvxgZn68G0-00294-00082824-00083074 fluorescence of TM doped calcium sulfate
5OvxgZn68G0-00295-00083075-00083273 has been used in personal dosimeter x'
5OvxgZn68G0-00296-00083274-00083569 for visual monitoring of radiation TM
5OvxgZn68G0-00297-00083570-00083798 doped halides which TM is in its two
5OvxgZn68G0-00298-00083799-00083974 plus valence state are promising
5OvxgZn68G0-00299-00083975-00084146 luminescent materials that can make
5OvxgZn68G0-00300-00084147-00084359 efficient electricity generating Windows
5OvxgZn68G0-00301-00084360-00084566 based on the principle of a luminescent
5OvxgZn68G0-00302-00084567-00085230 solar concentrator possible
5OvxgZn68G0-00303-00085231-00085900 topic biological role in precautions
5OvxgZn68G0-00304-00085901-00086174 soluble thulium salts are mildly toxic
5OvxgZn68G0-00305-00086175-00086390 but insoluble thulium salts are
5OvxgZn68G0-00306-00086391-00086690 completely non-toxic when injected do
5OvxgZn68G0-00307-00086691-00086885 Liam can cause degeneration of the liver
5OvxgZn68G0-00308-00086886-00087113 and spleen and can also cause hemoglobin
5OvxgZn68G0-00309-00087114-00087392 concentration to fluctuate liver damage
5OvxgZn68G0-00310-00087393-00087602 from thulium is more prevalent in male
5OvxgZn68G0-00311-00087603-00087751 mice than female mice
5OvxgZn68G0-00312-00087752-00088034 despite this do Liam has a low level of
5OvxgZn68G0-00313-00088035-00088328 toxicity in humans do Liam occurs in the
5OvxgZn68G0-00314-00088329-00088529 highest amounts in the liver kidneys and
5OvxgZn68G0-00315-00088530-00088826 bones humans typically consumed several
5OvxgZn68G0-00316-00088827-00089096 micrograms of thulium per year the roots
5OvxgZn68G0-00317-00089097-00089306 of plants do not take up do Liam and the
5OvxgZn68G0-00318-00089307-00089441 dry weight of vegetables usually
5OvxgZn68G0-00319-00089442-00089678 contains one part per billion of thulium
5OvxgZn68G0-00320-00089679-00089981 do Liam dust and powder are toxic upon
5OvxgZn68G0-00321-00089982-00090182 inhalation or ingestion and can cause
5OvxgZn68G0-00322-00090183-00090521 explosions radioactive thulium isotopes
5OvxgZn68G0-00323-00090522-00091158 can cause radiation poisoning
5OvxgZn68G0-00324-00091159-00091468 topic C also
5OvxgZn68G0-00325-00091469-00091690 you
5OvxgZn68G0-00326-00091691-00092056 fool iam compounds
5OFgzh5pQv4-00000-00000034-00002895 [Music]
5OFgzh5pQv4-00001-00002896-00003015 shoulder cause they treat me like an
5OFgzh5pQv4-00002-00003016-00003247 outcast i ain't gonna take that stay
5OFgzh5pQv4-00003-00003247-00003406 back i'll be swinging on till the hits
5OFgzh5pQv4-00004-00003407-00003654 coming all caps i ain't gonna lay back
5OFgzh5pQv4-00005-00003655-00003831 pray that someone's gonna help me ain't
5OFgzh5pQv4-00006-00003832-00004063 nobody like that i ain't gonna wait
5OFgzh5pQv4-00007-00004064-00004254 that's all fat give me one shot and i'll
5OFgzh5pQv4-00008-00004255-00004454 never get the throne back
5OFgzh5pQv4-00009-00004455-00004663 i'm sick of being cautious imma go cause
5OFgzh5pQv4-00010-00004664-00004863 something can't stop this imma steal
5OFgzh5pQv4-00011-00004864-00005038 everybody's name call the shoplift sick
5OFgzh5pQv4-00012-00005039-00005191 of hearing everyone complain when they
5OFgzh5pQv4-00013-00005192-00005343 thyros
5OFgzh5pQv4-00014-00005344-00005543 face the pain it's like candy canes it
5OFgzh5pQv4-00015-00005544-00005857 makes me go changing to a better
5OFgzh5pQv4-00016-00005858-00006855 [Music]
5OFgzh5pQv4-00017-00006856-00007110 caught up in this life i'm crazy i'm mad
5OFgzh5pQv4-00018-00007111-00007367 it no cow only god wants you better go
5OFgzh5pQv4-00019-00007368-00007506 live it
5OFgzh5pQv4-00020-00007506-00008364 [Music]
5OFgzh5pQv4-00021-00008365-00008510 [Music]
5OFgzh5pQv4-00022-00008511-00008771 i just wanna up caught
5OFgzh5pQv4-00023-00008772-00008985 up okay
5OFgzh5pQv4-00024-00008986-00010080 [Music]
5OFgzh5pQv4-00025-00010081-00010687 [Music]
5OFgzh5pQv4-00026-00010688-00011500 oh
5OFgzh5pQv4-00027-00011501-00012606 [Music]
5OFgzh5pQv4-00028-00012607-00012783 like my final
5OFgzh5pQv4-00029-00012784-00013830 [Music]
5OFgzh5pQv4-00030-00013831-00014071 caught up in this life i'm crazy i'm bad
5OFgzh5pQv4-00031-00014072-00014438 do it
5OFgzh5pQv4-00032-00014440-00014711 in the back
5OFgzh5pQv4-00033-00014712-00015935 [Music]
5OFgzh5pQv4-00034-00015936-00017270 oh
5OFgzh5pQv4-00035-00017271-00018464 [Music]
5OFgzh5pQv4-00036-00018465-00018607 [Music]
5OFgzh5pQv4-00037-00018608-00019076 so
5OFgzh5pQv4-00038-00019077-00020439 [Music]
5OFgzh5pQv4-00039-00020440-00020648 you
5P5kdmWf1N0-00000-00000951-00001759 we are going to style
5P5kdmWf1N0-00001-00001760-00001902 hi guys
5P5kdmWf1N0-00002-00001903-00002118 welcome to my channel
5P5kdmWf1N0-00003-00002119-00002350 as you guys know on this channel
5P5kdmWf1N0-00004-00002351-00002702 sustainability matters and we embrace
5P5kdmWf1N0-00005-00002703-00002942 imperfect sustainability
5P5kdmWf1N0-00006-00002943-00003319 so today is no exception
5P5kdmWf1N0-00007-00003320-00003527 we are going to style
5P5kdmWf1N0-00008-00003528-00003767 my short dresses and
5P5kdmWf1N0-00009-00003768-00004015 these two short dresses
5P5kdmWf1N0-00010-00004015-00004206 tend to have a mind of their own
5P5kdmWf1N0-00011-00004207-00004327 sometimes
5P5kdmWf1N0-00012-00004328-00004615 well it's not their fault my weight
5P5kdmWf1N0-00013-00004616-00004799 flocked to it so
5P5kdmWf1N0-00014-00004800-00004927 when it f
5P5kdmWf1N0-00015-00004928-00005183 when it fluctuates
5P5kdmWf1N0-00016-00005184-00005415 it either go here
5P5kdmWf1N0-00017-00005416-00005583 or here
5P5kdmWf1N0-00018-00005584-00005838 it means that i would often have
5P5kdmWf1N0-00019-00005839-00005943 problems
5P5kdmWf1N0-00020-00005944-00006231 buttoning these two they fit everywhere
5P5kdmWf1N0-00021-00006232-00006334 else
5P5kdmWf1N0-00022-00006335-00006719 except you know where so today i
5P5kdmWf1N0-00023-00006720-00007039 want to wear these pieces
5P5kdmWf1N0-00024-00007040-00007303 because i love them they are very
5P5kdmWf1N0-00025-00007304-00007431 lightweight
5P5kdmWf1N0-00026-00007431-00007687 100 cotton
5P5kdmWf1N0-00027-00007688-00007855 and
5P5kdmWf1N0-00028-00007856-00008070 i want to get more wear out of these
5P5kdmWf1N0-00029-00008072-00008295 pieces because they have been lying
5P5kdmWf1N0-00030-00008296-00008551 there in my wardrobe for the past year
5P5kdmWf1N0-00031-00008552-00008839 or so and i haven't styled them so i'm
5P5kdmWf1N0-00032-00008840-00009014 going to show you how
5P5kdmWf1N0-00033-00009015-00009271 i incorporate skirts
5P5kdmWf1N0-00034-00009272-00009471 again this time
5P5kdmWf1N0-00035-00009472-00009774 shorter versions of skirts as layering
5P5kdmWf1N0-00036-00009775-00009871 pieces
5P5kdmWf1N0-00037-00009872-00010167 and the skirt
5P5kdmWf1N0-00038-00010168-00010414 is mainly this one
5P5kdmWf1N0-00039-00010415-00010671 and this skirt as well i'm going to
5P5kdmWf1N0-00040-00010672-00010910 incorporate this skirt
5P5kdmWf1N0-00041-00010911-00011287 yeah providing that it still fits so
5P5kdmWf1N0-00042-00011288-00011567 i'll show you how i utilize
5P5kdmWf1N0-00043-00011568-00011655 this
5P5kdmWf1N0-00044-00011656-00011967 string this is a string from my robe and
5P5kdmWf1N0-00045-00011968-00012183 i'm going to incorporate it here as we
5P5kdmWf1N0-00046-00012184-00012391 style these today
5P5kdmWf1N0-00047-00012392-00012495 so
5P5kdmWf1N0-00048-00012496-00012670 guys
5P5kdmWf1N0-00049-00012671-00012935 let's do this it's a good one
5P5kdmWf1N0-00050-00012936-00013111 so this is what the
5P5kdmWf1N0-00051-00013112-00013391 short dress looks like as you could see
5P5kdmWf1N0-00052-00013391-00013558 it has the gaping
5P5kdmWf1N0-00053-00013559-00013703 gap here
5P5kdmWf1N0-00054-00013704-00014055 because of around here
5P5kdmWf1N0-00055-00014056-00014503 and you could wear the sleeve like this
5P5kdmWf1N0-00056-00014504-00014711 oh yeah i got something
5P5kdmWf1N0-00057-00014712-00015007 i like it like this nothing to say
5P5kdmWf1N0-00058-00015008-00015215 i'm just so sick of hearing everyone
5P5kdmWf1N0-00059-00015216-00015575 complain and it has a really nice band
5P5kdmWf1N0-00060-00015576-00015735 at the back
5P5kdmWf1N0-00061-00015736-00015950 you guys know i love
5P5kdmWf1N0-00062-00015951-00016183 bands right
5P5kdmWf1N0-00063-00016184-00016366 oh
5P5kdmWf1N0-00064-00016368-00016735 let's style this out i know it's tough
5P5kdmWf1N0-00065-00016736-00017039 the bun is attached to the dress you
5P5kdmWf1N0-00066-00017040-00017327 can't pull it out
5P5kdmWf1N0-00067-00017328-00017543 which is sad because i was gonna use it
5P5kdmWf1N0-00068-00017544-00017735 creatively
5P5kdmWf1N0-00069-00017736-00018071 style tip number one if your button-down
5P5kdmWf1N0-00070-00018072-00018430 dress or shirt is too tight and is
5P5kdmWf1N0-00071-00018431-00018703 either gaping at the top
5P5kdmWf1N0-00072-00018704-00019079 or across the hip is to add a skirt
5P5kdmWf1N0-00073-00019080-00019399 this is my skirt you could use a maxi or
5P5kdmWf1N0-00074-00019400-00019791 a midi one they look absolutely gorgeous
5P5kdmWf1N0-00075-00019792-00020111 but this one is mine
5P5kdmWf1N0-00076-00020112-00020343 sorry to interrupt guys but just a quick
5P5kdmWf1N0-00077-00020344-00020678 note hi guys if you just so happen to
5P5kdmWf1N0-00078-00020679-00021039 just click on my video you are new
5P5kdmWf1N0-00079-00021040-00021407 please click the red subscribe button so
5P5kdmWf1N0-00080-00021408-00021630 here they are guys if you click on these
5P5kdmWf1N0-00081-00021631-00021911 buttons you'll be part of my channel and
5P5kdmWf1N0-00082-00021912-00022119 you'll be notified when i post new
5P5kdmWf1N0-00083-00022120-00022222 videos
5P5kdmWf1N0-00084-00022223-00022622 and most importantly guys it's free
5P5kdmWf1N0-00085-00022623-00022871 thank you so much for subscribing love
5P5kdmWf1N0-00086-00022872-00023127 ya let's get back to the video
5P5kdmWf1N0-00087-00023128-00023478 utilize any additional item on the
5P5kdmWf1N0-00088-00023479-00023767 clothing piece you're styling it could
5P5kdmWf1N0-00089-00023768-00024207 be a belt band or interesting button
5P5kdmWf1N0-00090-00024208-00024575 so what i have noticed over the years
5P5kdmWf1N0-00091-00024576-00024694 and
5P5kdmWf1N0-00092-00024695-00025047 what i have always it appears
5P5kdmWf1N0-00093-00025048-00025327 incorporate into my styling tips
5P5kdmWf1N0-00094-00025328-00025758 are both and i have never actually
5P5kdmWf1N0-00095-00025760-00026094 realized how much i love brows
5P5kdmWf1N0-00096-00026095-00026455 i went through my closet and
5P5kdmWf1N0-00097-00026456-00026670 discovered several
5P5kdmWf1N0-00098-00026672-00026902 pieces
5P5kdmWf1N0-00099-00026904-00027151 in my closet not only are the clothing
5P5kdmWf1N0-00100-00027152-00027462 items but my shoe collection
5P5kdmWf1N0-00101-00027463-00027935 also reflects my love for bows
5P5kdmWf1N0-00102-00027936-00028102 absolutely
5P5kdmWf1N0-00103-00028104-00028431 thrilled about it
5P5kdmWf1N0-00104-00028432-00028639 what i especially love
5P5kdmWf1N0-00105-00028639-00028879 is the contrasting
5P5kdmWf1N0-00106-00028880-00028999 prints
5P5kdmWf1N0-00107-00029000-00029231 and while they're in the same family of
5P5kdmWf1N0-00108-00029232-00029470 colors i love
5P5kdmWf1N0-00109-00029472-00029702 the hint of the
5P5kdmWf1N0-00110-00029704-00029870 shirt dress
5P5kdmWf1N0-00111-00029872-00030255 at the bottom of the skirt i find it so
5P5kdmWf1N0-00112-00030256-00030511 chic
5P5kdmWf1N0-00113-00030512-00030883 as i have shown you in several past
5P5kdmWf1N0-00114-00030883-00031262 videos make your pieces work harder for
5P5kdmWf1N0-00115-00031263-00031574 you whether it's a band from your
5P5kdmWf1N0-00116-00031575-00031902 dresses or a unique belt
5P5kdmWf1N0-00117-00031903-00032118 turn them into bowls
5P5kdmWf1N0-00118-00032119-00032302 do your thing
5P5kdmWf1N0-00119-00032303-00032455 guys
5P5kdmWf1N0-00120-00032456-00032711 then definitely up
5P5kdmWf1N0-00121-00032712-00032879 the sheet game
5P5kdmWf1N0-00122-00032880-00033207 in your wardrobe and make your pieces
5P5kdmWf1N0-00123-00033208-00033302 look
5P5kdmWf1N0-00124-00033303-00033423 unique
5P5kdmWf1N0-00125-00033424-00033735 less masked produced
5P5kdmWf1N0-00126-00033736-00033935 and
5P5kdmWf1N0-00127-00033936-00034262 excellent
5P5kdmWf1N0-00128-00034263-00034662 so i really love
5P5kdmWf1N0-00129-00034663-00034759 this
5P5kdmWf1N0-00130-00034760-00034902 creation
5P5kdmWf1N0-00131-00034903-00035327 and the fact that i could get this piece
5P5kdmWf1N0-00132-00035328-00035759 to work harder for me in the future
5P5kdmWf1N0-00133-00035760-00035951 just by simply
5P5kdmWf1N0-00134-00035952-00036262 doing this little trick
5P5kdmWf1N0-00135-00036263-00036423 i know this pain
5P5kdmWf1N0-00136-00036424-00036983 but hitting bottom
5P5kdmWf1N0-00137-00036984-00037262 with this gap here
5P5kdmWf1N0-00138-00037263-00037415 let's do this
5P5kdmWf1N0-00139-00037416-00037767 so this is an office piece for me but as
5P5kdmWf1N0-00140-00037768-00037999 you could see the gap is really
5P5kdmWf1N0-00141-00038000-00038351 problematic so we're going to fix that
5P5kdmWf1N0-00142-00038352-00038799 star tip number three is to
5P5kdmWf1N0-00143-00038800-00038999 unbutton it
5P5kdmWf1N0-00144-00039000-00039255 yes you heard me
5P5kdmWf1N0-00145-00039256-00039518 go an extra button
5P5kdmWf1N0-00146-00039519-00039639 down
5P5kdmWf1N0-00147-00039640-00039783 and
5P5kdmWf1N0-00148-00039784-00040039 then you could add a thin
5P5kdmWf1N0-00149-00040040-00040183 undergarment
5P5kdmWf1N0-00150-00040184-00040487 and this could be a cropped
5P5kdmWf1N0-00151-00040488-00040774 kami top or a thermal
5P5kdmWf1N0-00152-00040775-00040927 or
5P5kdmWf1N0-00153-00040928-00041062 a bralette
5P5kdmWf1N0-00154-00041063-00041367 it's your choice guys
5P5kdmWf1N0-00155-00041368-00041502 change
5P5kdmWf1N0-00156-00041503-00041887 so i'll keep hustling you keep
5P5kdmWf1N0-00157-00041888-00042143 style tip number four
5P5kdmWf1N0-00158-00042144-00042246 is
5P5kdmWf1N0-00159-00042247-00042390 to turn
5P5kdmWf1N0-00160-00042391-00042679 the dress backwards
5P5kdmWf1N0-00161-00042680-00042958 i don't think this needs an explanation
5P5kdmWf1N0-00162-00042959-00043343 this is my signature trick whenever
5P5kdmWf1N0-00163-00043344-00043535 anything has a gap
5P5kdmWf1N0-00164-00043536-00043639 in front
5P5kdmWf1N0-00165-00043640-00043887 that doesn't accommodate this instead of
5P5kdmWf1N0-00166-00043888-00044158 me donating or disposing it
5P5kdmWf1N0-00167-00044159-00044327 because i know it could still fit
5P5kdmWf1N0-00168-00044328-00044567 elsewhere as you could see
5P5kdmWf1N0-00169-00044568-00044823 i just simply
5P5kdmWf1N0-00170-00044824-00045087 turn it backwards that's what i've been
5P5kdmWf1N0-00171-00045088-00045351 doing
5P5kdmWf1N0-00172-00045352-00045630 i'm not turning my back on you never
5P5kdmWf1N0-00173-00045631-00045855 ever ever guys
5P5kdmWf1N0-00174-00045856-00046215 but i hope that you learn this cute neat
5P5kdmWf1N0-00175-00046216-00046558 trick to make your pieces work
5P5kdmWf1N0-00176-00046559-00046751 longer and
5P5kdmWf1N0-00177-00046752-00047879 harder for you
5P5kdmWf1N0-00178-00047880-00048207 and by the way guys you could also leave
5P5kdmWf1N0-00179-00048208-00048906 half of the button at the back undone
5P5kdmWf1N0-00180-00048907-00049546 [Music]
5P5kdmWf1N0-00181-00049547-00049999 [Music]
5P5kdmWf1N0-00182-00050000-00051966 so
5P5kdmWf1N0-00183-00051967-00052207 i've seen a lot of people who don't know
5P5kdmWf1N0-00184-00052208-00052471 what work is i've seen a lot of people
5P5kdmWf1N0-00185-00052472-00052671 who don't know what thirst is i've had a
5P5kdmWf1N0-00186-00052672-00052871 taste of evil and tried to kill the
5P5kdmWf1N0-00187-00052872-00053247 sickness
5P5kdmWf1N0-00188-00053248-00053479 but i just keep my head down and focus
5P5kdmWf1N0-00189-00053479-00053711 on the facts i'm setting down gravel
5P5kdmWf1N0-00190-00053712-00053926 while you just follow the path i'll lead
5P5kdmWf1N0-00191-00053927-00054103 them into battle while you're just too
5P5kdmWf1N0-00192-00054104-00054279 scared to act
5P5kdmWf1N0-00193-00054279-00054511 i'll leave the knife right in my back so
5P5kdmWf1N0-00194-00054512-00054887 i'll keep hustling you keep i'm humbling
5P5kdmWf1N0-00195-00054888-00055207 keep mumbling i'll keep doubling you
5P5kdmWf1N0-00196-00055208-00055526 keep bluffing you've got nothing i'll
5P5kdmWf1N0-00197-00055527-00055796 keep hustling
5P5kdmWf1N0-00198-00055797-00056999 [Music]
5P5kdmWf1N0-00199-00057000-00057319 hey i got something something to say
5P5kdmWf1N0-00200-00057320-00057886 i'm just so sick of hearing everyone
5P5kdmWf1N0-00201-00057887-00058599 [Music]
5P5kdmWf1N0-00202-00058600-00058882 so i'll keep hustling you keep on
5P5kdmWf1N0-00203-00058883-00059199 humbling keep mumbling i'll keep
5P5kdmWf1N0-00204-00059200-00059519 doubling you keep bluffing you've got
5P5kdmWf1N0-00205-00059520-00061326 nothing i'll keep hustling
5P5kdmWf1N0-00206-00061327-00061679 so another neat little trick is when
5P5kdmWf1N0-00207-00061679-00062006 you're wearing the dress backward
5P5kdmWf1N0-00208-00062007-00062263 and you add the skirt
5P5kdmWf1N0-00209-00062264-00062391 to the look
5P5kdmWf1N0-00210-00062391-00062703 you make sure that the split of the
5P5kdmWf1N0-00211-00062704-00062871 skirt
5P5kdmWf1N0-00212-00062872-00063230 is also in line with the split of the
5P5kdmWf1N0-00213-00063232-00063440 dress
5P5kdmWf1N0-00214-00063441-00064038 [Music]
5P5kdmWf1N0-00215-00064039-00064471 [Music]
5P5kdmWf1N0-00216-00064472-00064719 i've seen a lot of people who don't know
5P5kdmWf1N0-00217-00064720-00064975 what work is i've seen a lot of people
5P5kdmWf1N0-00218-00064976-00065175 who don't know what thirst is i've had a
5P5kdmWf1N0-00219-00065176-00065382 taste of evil and tried to cure the
5P5kdmWf1N0-00220-00065383-00065894 sickness
5P5kdmWf1N0-00221-00065895-00066119 but i just keep my head down and focus
5P5kdmWf1N0-00222-00066120-00066560 on the facts i'm setting down gravel
5R-cXW-iKcI-00000-00000000-00000316 my name is Patrick I work for a company
5R-cXW-iKcI-00001-00000317-00000512 called think impact like three but I
5R-cXW-iKcI-00002-00000513-00000815 shout out to TEDx cartoon and punished
5R-cXW-iKcI-00003-00000816-00000983 thinking positive thinking for me is not
5R-cXW-iKcI-00004-00000984-00001229 the glass half full or glass empty but
5R-cXW-iKcI-00005-00001230-00001415 taking a bias towards action and
5R-cXW-iKcI-00006-00001416-00001562 drinking the glass first and moving
5R-cXW-iKcI-00007-00001563-00001766 forward
5S7y4ullyyI-00000-00001048-00001103 welcome
5S7y4ullyyI-00001-00001104-00001447 to session 2a on data management
5S7y4ullyyI-00002-00001448-00001814 my name is christopher maronga and i'm a
5S7y4ullyyI-00003-00001816-00002134 coordinator nairobia user group and also
5S7y4ullyyI-00004-00002135-00002407 a long-run data manager working with
5S7y4ullyyI-00005-00002408-00002623 help research data management analysis
5S7y4ullyyI-00006-00002624-00002831 so today we have four talks in this
5S7y4ullyyI-00007-00002832-00002958 session i'm just
5S7y4ullyyI-00008-00002959-00003238 going to hear from the presenters and
5S7y4ullyyI-00009-00003239-00003390 the response of the day is
5S7y4ullyyI-00010-00003392-00003719 excellent and the session sponsor is a
5S7y4ullyyI-00011-00003720-00004079 sinker so so the first talk
5S7y4ullyyI-00012-00004079-00004254 you're going to hear from neil
5S7y4ullyyI-00013-00004255-00004463 richardson on solving big data problems
5S7y4ullyyI-00014-00004464-00004551 with apache
5S7y4ullyyI-00015-00004552-00004854 uh apache arrow so neil leads an
5S7y4ullyyI-00016-00004855-00004959 engineering team
5S7y4ullyyI-00017-00004960-00005159 at oslo computing and is also a package
5S7y4ullyyI-00018-00005160-00005335 maintainer
5S7y4ullyyI-00019-00005336-00005606 of several libraries as well as the the
5S7y4ullyyI-00020-00005607-00005815 package for today's talk which is
5S7y4ullyyI-00021-00005816-00005959 so he's previously had a repeat in
5S7y4ullyyI-00022-00005960-00006191 political science and has worked in
5S7y4ullyyI-00023-00006192-00006431 several analytics so uh richardson
5S7y4ullyyI-00024-00006431-00006623 please uh
5S7y4ullyyI-00025-00006623-00006959 welcome and get let's hear from hi
5S7y4ullyyI-00026-00006959-00007110 i'm neil richardson uh thanks for
5S7y4ullyyI-00027-00007111-00007327 joining me today i'm going to talk about
5S7y4ullyyI-00028-00007328-00007510 solving big data problems with apache
5S7y4ullyyI-00029-00007511-00007567 arrow
5S7y4ullyyI-00030-00007568-00007863 and r and to do so i'm going to share
5S7y4ullyyI-00031-00007864-00008167 some success stories from arrow users
5S7y4ullyyI-00032-00008168-00008342 about how they have used arrow to solve
5S7y4ullyyI-00033-00008343-00008599 their problems
5S7y4ullyyI-00034-00008600-00008695 are we talking about when we talk about
5S7y4ullyyI-00035-00008696-00008935 big data problems um
5S7y4ullyyI-00036-00008936-00009127 well first of all i just want to say
5S7y4ullyyI-00037-00009128-00009239 that
5S7y4ullyyI-00038-00009240-00009439 the actual size of the data is not
5S7y4ullyyI-00039-00009440-00009591 really something i'm going to get into
5S7y4ullyyI-00040-00009592-00009695 about whether your data
5S7y4ullyyI-00041-00009696-00010063 is big enough to be considered big data
5S7y4ullyyI-00042-00010064-00010327 size of course is relative what was too
5S7y4ullyyI-00043-00010328-00010423 big for me
5S7y4ullyyI-00044-00010424-00010591 10 years ago is not too big for my
5S7y4ullyyI-00045-00010592-00010767 laptop today because it has a lot more
5S7y4ullyyI-00046-00010768-00010927 memory
5S7y4ullyyI-00047-00010928-00011183 what i do want to talk about is when
5S7y4ullyyI-00048-00011184-00011319 you're in that point where you're going
5S7y4ullyyI-00049-00011320-00011399 from data
5S7y4ullyyI-00050-00011400-00011638 that is big enough it's small enough
5S7y4ullyyI-00051-00011639-00011759 that you can work on it in your
5S7y4ullyyI-00052-00011760-00012014 on your computer on a single node to
5S7y4ullyyI-00053-00012015-00012127 where it starts to
5S7y4ullyyI-00054-00012128-00012327 push the limits of what you can do there
5S7y4ullyyI-00055-00012328-00012495 these are there's what i call big data
5S7y4ullyyI-00056-00012496-00012623 problems
5S7y4ullyyI-00057-00012624-00012822 so when i start getting data that's
5S7y4ullyyI-00058-00012823-00012991 bigger than memory that i have
5S7y4ullyyI-00059-00012991-00013343 whatever amount that is
5S7y4ullyyI-00060-00013344-00013766 the normal tools that we use in r to
5S7y4ullyyI-00061-00013768-00014111 to work with data frames they tend to
5S7y4ullyyI-00062-00014112-00014263 not work as well you start you need to
5S7y4ullyyI-00063-00014263-00014407 have to you need to stretch a little bit
5S7y4ullyyI-00064-00014408-00014519 there
5S7y4ullyyI-00065-00014519-00014663 when you have data that's bigger than
5S7y4ullyyI-00066-00014663-00014799 you can work with on your machine this
5S7y4ullyyI-00067-00014800-00014958 generally comes with some other things
5S7y4ullyyI-00068-00014959-00015207 which is responsible for why the data is
5S7y4ullyyI-00069-00015208-00015383 that size to begin with
5S7y4ullyyI-00070-00015384-00015575 it could be that the data is not local
5S7y4ullyyI-00071-00015576-00015694 to your machine
5S7y4ullyyI-00072-00015695-00015894 it could belong could reside on cloud
5S7y4ullyyI-00073-00015895-00016038 storage somewhere like
5S7y4ullyyI-00074-00016040-00016391 amazon s3 or a network file system
5S7y4ullyyI-00075-00016392-00016607 but it's somewhere that is on a system
5S7y4ullyyI-00076-00016608-00016815 that's bigger than yours
5S7y4ullyyI-00077-00016816-00016967 because it's outside of your machine it
5S7y4ullyyI-00078-00016968-00017111 may also be data that you don't have
5S7y4ullyyI-00079-00017112-00017279 exclusive ownership over
5S7y4ullyyI-00080-00017280-00017447 you may need to work with others that
5S7y4ullyyI-00081-00017448-00017583 are either responsible for for
5S7y4ullyyI-00082-00017584-00017703 generating the data
5S7y4ullyyI-00083-00017704-00018079 or who also need to work with this data
5S7y4ullyyI-00084-00018080-00018327 this data the data may also be getting
5S7y4ullyyI-00085-00018328-00018439 large
5S7y4ullyyI-00086-00018440-00018607 and uncomfortably large for your machine
5S7y4ullyyI-00087-00018608-00018799 because it is continually getting
5S7y4ullyyI-00088-00018800-00019111 updated one example would be you know a
5S7y4ullyyI-00089-00019112-00019294 process that generates logs and you get
5S7y4ullyyI-00090-00019295-00019527 a log file every day with transactions
5S7y4ullyyI-00091-00019528-00019655 or events that happen
5S7y4ullyyI-00092-00019656-00019807 and this will cause it to grow and you
5S7y4ullyyI-00093-00019808-00020094 have data split across multiple files
5S7y4ullyyI-00094-00020095-00020391 so what are some how do we solve these
5S7y4ullyyI-00095-00020392-00020463 problems
5S7y4ullyyI-00096-00020464-00020767 so one solution if i have if i just have
5S7y4ullyyI-00097-00020768-00020943 data that is too big for my machine is
5S7y4ullyyI-00098-00020944-00021119 to get a bigger machine
5S7y4ullyyI-00099-00021120-00021286 that could be expensive may not be an
5S7y4ullyyI-00100-00021287-00021447 option
5S7y4ullyyI-00101-00021448-00021735 another idea is well it's too big for
5S7y4ullyyI-00102-00021736-00021855 for my computer so
5S7y4ullyyI-00103-00021856-00022030 maybe i need something like apache spark
5S7y4ullyyI-00104-00022031-00022327 i need some big data
5S7y4ullyyI-00105-00022328-00022630 mapreduce type of job in order to query
5S7y4ullyyI-00106-00022631-00022783 this data because it's too big for my
5S7y4ullyyI-00107-00022784-00022927 computer
5S7y4ullyyI-00108-00022928-00023230 of course if you need to spin up a spark
5S7y4ullyyI-00109-00023231-00023303 instance
5S7y4ullyyI-00110-00023304-00023519 you you know maybe you're you get into
5S7y4ullyyI-00111-00023520-00023622 this world where you're actually
5S7y4ullyyI-00112-00023623-00023750 becoming a sysadmin
5S7y4ullyyI-00113-00023751-00023911 because you're managing about a cluster
5S7y4ullyyI-00114-00023912-00024078 of computers and managing
5S7y4ullyyI-00115-00024079-00024358 permissions roles and yaml files and all
5S7y4ullyyI-00116-00024359-00024503 this stuff
5S7y4ullyyI-00117-00024504-00024839 and so you've maybe you've solved your
5S7y4ullyyI-00118-00024840-00024975 big data problem but you've
5S7y4ullyyI-00119-00024976-00025327 also turned it into other problems
5S7y4ullyyI-00120-00025328-00025486 so what i'm going to show you today are
5S7y4ullyyI-00121-00025487-00025631 some examples where people have used
5S7y4ullyyI-00122-00025632-00025702 arrow to
5S7y4ullyyI-00123-00025704-00025878 effectively shrink their big data
5S7y4ullyyI-00124-00025879-00026031 problems to help you find
5S7y4ullyyI-00125-00026032-00026199 small solutions to your big data
5S7y4ullyyI-00126-00026200-00026399 problems to make them no longer big data
5S7y4ullyyI-00127-00026400-00026518 problems they're just
5S7y4ullyyI-00128-00026519-00026774 data problems data problems that you
5S7y4ullyyI-00129-00026775-00027014 already know how to solve
5S7y4ullyyI-00130-00027016-00027270 before i get into that i want to talk a
5S7y4ullyyI-00131-00027272-00027431 little bit about arrow itself
5S7y4ullyyI-00132-00027432-00027718 aero the aero project started uh in 2016
5S7y4ullyyI-00133-00027719-00027839 over five years ago
5S7y4ullyyI-00134-00027839-00028070 we had our 1.0 release last year which
5S7y4ullyyI-00135-00028072-00028207 indicated the stability
5S7y4ullyyI-00136-00028208-00028431 of the columnar format that is arrow
5S7y4ullyyI-00137-00028432-00028567 underneath it
5S7y4ullyyI-00138-00028568-00028783 our latest release as 4.0 we've got a
5S7y4ullyyI-00139-00028783-00028958 5.0 release coming out later this month
5S7y4ullyyI-00140-00028960-00029239 we do releases every three months
5S7y4ullyyI-00141-00029239-00029527 an arrow is fundamentally a format for
5S7y4ullyyI-00142-00029527-00029679 how data should be represented in memory
5S7y4ullyyI-00143-00029680-00029814 a columnar data format
5S7y4ullyyI-00144-00029816-00030014 and we have implementations in 12
5S7y4ullyyI-00145-00030016-00030343 different languages r being one of them
5S7y4ullyyI-00146-00030344-00030518 and it really provides a shared
5S7y4ullyyI-00147-00030519-00030687 foundation for data analysis
5S7y4ullyyI-00148-00030688-00030895 it's drawing on lessons from databases
5S7y4ullyyI-00149-00030895-00031070 and other data frame libraries
5S7y4ullyyI-00150-00031072-00031287 uh to try to take advantage of what
5S7y4ullyyI-00151-00031288-00031383 we've learned there
5S7y4ullyyI-00152-00031383-00031607 as well as the advantage of the modern
5S7y4ullyyI-00153-00031608-00031790 hardware that we have on our on our
5S7y4ullyyI-00154-00031791-00031990 machines
5S7y4ullyyI-00155-00031991-00032239 the arrow r package is on cram it's also
5S7y4ullyyI-00156-00032239-00032487 on condo forge
5S7y4ullyyI-00157-00032488-00032655 you we've got a package down site there
5S7y4ullyyI-00158-00032656-00032983 got the link there on the slides here
5S7y4ullyyI-00159-00032984-00033143 we have nightly packages available that
5S7y4ullyyI-00160-00033144-00033359 we build every night binaries
5S7y4ullyyI-00161-00033360-00033751 for mac and windows these are available
5S7y4ullyyI-00162-00033752-00033855 none of the features i'm going to
5S7y4ullyyI-00163-00033856-00034062 demonstrate or i'm going to discuss from
5S7y4ullyyI-00164-00034063-00034199 the case studies here
5S7y4ullyyI-00165-00034200-00034399 require nightly features but if you want
5S7y4ullyyI-00166-00034400-00034518 to check out the latest things that
5S7y4ullyyI-00167-00034519-00034559 we're
5S7y4ullyyI-00168-00034560-00034727 we're doing you can download those
5S7y4ullyyI-00169-00034728-00034831 instructions are all there on the
5S7y4ullyyI-00170-00034832-00035046 website
5S7y4ullyyI-00171-00035047-00035318 so i asked on twitter a while back for
5S7y4ullyyI-00172-00035319-00035390 examples
5S7y4ullyyI-00173-00035391-00035655 where people were arrowheads solved a
5S7y4ullyyI-00174-00035656-00035711 real
5S7y4ullyyI-00175-00035712-00035959 uh data problem uh trying to get a sense
5S7y4ullyyI-00176-00035960-00036095 of
5S7y4ullyyI-00177-00036096-00036311 what sorts of issues people were using
5S7y4ullyyI-00178-00036312-00036407 era to solve in
5S7y4ullyyI-00179-00036408-00036662 in the world i know what i think of uh
5S7y4ullyyI-00180-00036663-00036718 as a
5S7y4ullyyI-00181-00036719-00036871 as a maintainer of the package of what
5S7y4ullyyI-00182-00036872-00037062 arrow's capabilities are i was curious
5S7y4ullyyI-00183-00037063-00037135 to see what
5S7y4ullyyI-00184-00037136-00037271 people were doing with arrow and
5S7y4ullyyI-00185-00037272-00037439 practice
5S7y4ullyyI-00186-00037440-00037662 and a few common themes emerged and i
5S7y4ullyyI-00187-00037663-00037815 will walk through those next
5S7y4ullyyI-00188-00037816-00038023 um some of it was just the ability to
5S7y4ullyyI-00189-00038024-00038183 write parquet files and i'll talk in a
5S7y4ullyyI-00190-00038184-00038327 second about why parque is such a
5S7y4ullyyI-00191-00038328-00038430 compelling
5S7y4ullyyI-00192-00038431-00038743 file format for data many people were
5S7y4ullyyI-00193-00038744-00038918 taking advantage of arrows features for
5S7y4ullyyI-00194-00038919-00039118 reading multi-file data sets and using
5S7y4ullyyI-00195-00039119-00039262 dplyer to query them
5S7y4ullyyI-00196-00039263-00039471 where you can essentially select a
5S7y4ullyyI-00197-00039472-00039671 subset of your data to pull into memory
5S7y4ullyyI-00198-00039672-00039846 and do whatever analysis you want on it
5S7y4ullyyI-00199-00039847-00039983 without having to read everything in
5S7y4ullyyI-00200-00039984-00040190 first
5S7y4ullyyI-00201-00040191-00040511 another case of this was
5S7y4ullyyI-00202-00040512-00040727 it was within being able to write the
5S7y4ullyyI-00203-00040728-00040815 data into that
5S7y4ullyyI-00204-00040816-00041071 partitioned format itself and finally
5S7y4ullyyI-00205-00041072-00041158 there were cases
5S7y4ullyyI-00206-00041159-00041374 of using arrows features for accessing
5S7y4ullyyI-00207-00041375-00041567 cloud storage directly
5S7y4ullyyI-00208-00041568-00041871 as a way of accessing that data
5S7y4ullyyI-00209-00041872-00042127 and pulling it into memory and a common
5S7y4ullyyI-00210-00042128-00042230 theme of all these
5S7y4ullyyI-00211-00042231-00042446 was that era was letting people work
5S7y4ullyyI-00212-00042447-00042590 within their resource constraints
5S7y4ullyyI-00213-00042591-00042711 whatever those were
5S7y4ullyyI-00214-00042712-00042990 without needing to use bigger machines
5S7y4ullyyI-00215-00042991-00043039 uh
5S7y4ullyyI-00216-00043040-00043335 or you know a big data solution like
5S7y4ullyyI-00217-00043336-00043423 spark
5S7y4ullyyI-00218-00043424-00043583 and all the complexity that comes with
5S7y4ullyyI-00219-00043584-00043774 that so it allowed us to solve our
5S7y4ullyyI-00220-00043775-00043935 problems without
5S7y4ullyyI-00221-00043936-00044143 needing to go beyond what our current
5S7y4ullyyI-00222-00044144-00044279 hardware
5S7y4ullyyI-00223-00044280-00044630 provided so the first one i mentioned
5S7y4ullyyI-00224-00044631-00044895 is parquet parquet is a columnar file
5S7y4ullyyI-00225-00044896-00044951 format
5S7y4ullyyI-00226-00044952-00045287 whereas arrow is a memory format
5S7y4ullyyI-00227-00045288-00045551 parquet has a number of good features
5S7y4ullyyI-00228-00045552-00045727 compressions and encodings that allow it
5S7y4ullyyI-00229-00045728-00045830 to have very
5S7y4ullyyI-00230-00045831-00046046 efficient small files but that are also
5S7y4ullyyI-00231-00046047-00046279 very fast to read and process
5S7y4ullyyI-00232-00046280-00046479 and it's widely used in big data systems
5S7y4ullyyI-00233-00046480-00046879 so even if you don't necessarily
5S7y4ullyyI-00234-00046880-00047086 write parquet files yourself you may
5S7y4ullyyI-00235-00047087-00047262 encounter services that write parque
5S7y4ullyyI-00236-00047263-00047455 files and you'll need to read them
5S7y4ullyyI-00237-00047456-00047615 an arrow has simple functions for
5S7y4ullyyI-00238-00047616-00047935 reading and writing parquet
5S7y4ullyyI-00239-00047936-00048143 one interesting example mike thomas sent
5S7y4ullyyI-00240-00048144-00048295 this to me
5S7y4ullyyI-00241-00048296-00048511 he had had a client that was building a
5S7y4ullyyI-00242-00048512-00048686 shiny he had a bit of shiny app on top
5S7y4ullyyI-00243-00048687-00048830 of some csv data but
5S7y4ullyyI-00244-00048831-00049151 unfortunately the csv data was so large
5S7y4ullyyI-00245-00049152-00049495 that it would not fit on shinyapps.oh io
5S7y4ullyyI-00246-00049496-00049607 to host it
5S7y4ullyyI-00247-00049608-00049895 and it was also not very performant and
5S7y4ullyyI-00248-00049896-00049935 just
5S7y4ullyyI-00249-00049936-00050167 by reading the csv and writing to
5S7y4ullyyI-00250-00050168-00050239 parquet
5S7y4ullyyI-00251-00050240-00050502 and then using arrow to read it we could
5S7y4ullyyI-00252-00050503-00050711 get the file size small enough to
5S7y4ullyyI-00253-00050712-00050935 to host there and it was much more
5S7y4ullyyI-00254-00050936-00051071 performant
5S7y4ullyyI-00255-00051072-00051342 what's more uh mike put together a a
5S7y4ullyyI-00256-00051344-00051470 great example
5S7y4ullyyI-00257-00051471-00051766 uh shiny app here uh with the link there
5S7y4ullyyI-00258-00051767-00051894 where you can check that out and play
5S7y4ullyyI-00259-00051895-00051975 with it yourself
5S7y4ullyyI-00260-00051976-00052287 very cool stuff
5S7y4ullyyI-00261-00052288-00052566 second building on top of that you know
5S7y4ullyyI-00262-00052567-00052623 when
5S7y4ullyyI-00263-00052624-00052799 uh when data gets too big to read to
5S7y4ullyyI-00264-00052800-00052926 memory often we
5S7y4ullyyI-00265-00052927-00053063 might want to split that into multiple
5S7y4ullyyI-00266-00053064-00053207 files so that we can touch those
5S7y4ullyyI-00267-00053208-00053311 separately
5S7y4ullyyI-00268-00053312-00053519 we can beyond that by splitting the
5S7y4ullyyI-00269-00053520-00053647 files by partitioning
5S7y4ullyyI-00270-00053648-00053887 your data into multiple files we can
5S7y4ullyyI-00271-00053888-00054015 encode information
5S7y4ullyyI-00272-00054016-00054311 about how it's split into the file
5S7y4ullyyI-00273-00054312-00054630 segments into the directory paths
5S7y4ullyyI-00274-00054632-00054863 so that when we query them using arrow
5S7y4ullyyI-00275-00054864-00055094 we can only touch the files that we need
5S7y4ullyyI-00276-00055095-00055375 we can use that directory information to
5S7y4ullyyI-00277-00055376-00055438 save
5S7y4ullyyI-00278-00055439-00055615 even having to open the file to do any
5S7y4ullyyI-00279-00055616-00055807 filtering
5S7y4ullyyI-00280-00055808-00056111 it is common for big data generating
5S7y4ullyyI-00281-00056112-00056359 systems to write data in partition forms
5S7y4ullyyI-00282-00056360-00056599 and with arrow we can read it and we can
5S7y4ullyyI-00283-00056600-00056687 also write
5S7y4ullyyI-00284-00056688-00056879 data sets in order to partition them
5S7y4ullyyI-00285-00056879-00057071 ourselves so what does this look like
5S7y4ullyyI-00286-00057072-00057142 just with a
5S7y4ullyyI-00287-00057144-00057503 very toy example take the mt cars data
5S7y4ullyyI-00288-00057504-00057582 set
5S7y4ullyyI-00289-00057583-00057791 using arrow we can say empty cars and
5S7y4ullyyI-00290-00057791-00057999 group by to indicate we want to
5S7y4ullyyI-00291-00058000-00058094 partition
5S7y4ullyyI-00292-00058095-00058311 group by cylinder and then do arrows
5S7y4ullyyI-00293-00058312-00058479 write data set function
5S7y4ullyyI-00294-00058479-00058687 to this directory and then when i
5S7y4ullyyI-00295-00058688-00058871 inspect what's in the directory i see
5S7y4ullyyI-00296-00058872-00058975 i've got
5S7y4ullyyI-00297-00058976-00059230 subdirectories where where cylinder
5S7y4ullyyI-00298-00059232-00059399 equals four cylinder equals six cylinder
5S7y4ullyyI-00299-00059400-00059542 equals eight that's encoded in the file
5S7y4ullyyI-00300-00059544-00059654 path
5S7y4ullyyI-00301-00059655-00059959 and so if i were to uh read this
5S7y4ullyyI-00302-00059960-00060238 do open data set on this and then filter
5S7y4ullyyI-00303-00060239-00060438 on where cylinder equals six
5S7y4ullyyI-00304-00060439-00060582 i don't have to touch those other two
5S7y4ullyyI-00305-00060583-00060791 files obviously with empty cars this is
5S7y4ullyyI-00306-00060791-00060879 trivial
5S7y4ullyyI-00307-00060879-00061030 i don't need that savings but with
5S7y4ullyyI-00308-00061032-00061230 bigger data it can really pay off and
5S7y4ullyyI-00309-00061232-00061454 make your queries a lot faster
5S7y4ullyyI-00310-00061455-00061750 there are number cases that people
5S7y4ullyyI-00311-00061751-00061838 discussed with me
5S7y4ullyyI-00312-00061839-00062079 where this was a really big win for them
5S7y4ullyyI-00313-00062079-00062150 so one
5S7y4ullyyI-00314-00062151-00062463 in the fraud detection detection space
5S7y4ullyyI-00315-00062464-00062663 with a data reasonable size millions of
5S7y4ullyyI-00316-00062664-00062919 rows and hundreds of columns
5S7y4ullyyI-00317-00062920-00063119 they found it prudent to convert their
5S7y4ullyyI-00318-00063120-00063366 data with arrow from csvs to parquet
5S7y4ullyyI-00319-00063367-00063703 and to partition it by month parquet was
5S7y4ullyyI-00320-00063704-00063847 a good choice because they were working
5S7y4ullyyI-00321-00063848-00064006 with a bunch of other teams data
5S7y4ullyyI-00322-00064007-00064135 engineering
5S7y4ullyyI-00323-00064136-00064430 modeling that needed to access this data
5S7y4ullyyI-00324-00064432-00064479 too
5S7y4ullyyI-00325-00064479-00064711 and parquet is a good efficient standard
5S7y4ullyyI-00326-00064712-00064854 that people in the python
5S7y4ullyyI-00327-00064855-00065079 and java and other ecosystems can can
5S7y4ullyyI-00328-00065079-00065247 work with
5S7y4ullyyI-00329-00065248-00065454 and because arrow the arrow package lets
5S7y4ullyyI-00330-00065455-00065631 you treat this directory where i've
5S7y4ullyyI-00331-00065632-00065782 split everything out by month i can
5S7y4ullyyI-00332-00065783-00065991 treat the whole thing as a single entity
5S7y4ullyyI-00333-00065992-00066119 and query it
5S7y4ullyyI-00334-00066120-00066287 i don't have to there's no extra
5S7y4ullyyI-00335-00066288-00066503 overhead for me as a developer
5S7y4ullyyI-00336-00066504-00066823 or as a as a data scientist in having
5S7y4ullyyI-00337-00066824-00066999 the data in multiple files i can treat
5S7y4ullyyI-00338-00067000-00067231 it as one thing
5S7y4ullyyI-00339-00067232-00067511 so you know they would after uh
5S7y4ullyyI-00340-00067512-00067663 repartitioning the data in that way
5S7y4ullyyI-00341-00067664-00067894 an example query that they did you know
5S7y4ullyyI-00342-00067895-00067975 selecting
5S7y4ullyyI-00343-00067976-00068287 a subset of columns from the data and uh
5S7y4ullyyI-00344-00068288-00068511 looking for places where there's missing
5S7y4ullyyI-00345-00068512-00068703 data within each month
5S7y4ullyyI-00346-00068704-00068950 any sorts of data cleaning and data
5S7y4ullyyI-00347-00068951-00069135 processing tasks like this
5S7y4ullyyI-00348-00069136-00069350 we only have to read in the columns that
5S7y4ullyyI-00349-00069351-00069463 we select
5S7y4ullyyI-00350-00069464-00069871 into memory to do this processing
5S7y4ullyyI-00351-00069872-00070015 another interesting really interesting
5S7y4ullyyI-00352-00070016-00070255 use case from the government sector
5S7y4ullyyI-00353-00070256-00070375 in the british columbian provincial
5S7y4ullyyI-00354-00070376-00070519 government they were trying to estimate
5S7y4ullyyI-00355-00070520-00070767 the size of their homeless population
5S7y4ullyyI-00356-00070768-00071079 their data was stored across lots of
5S7y4ullyyI-00357-00071080-00071319 fixed width files from different sources
5S7y4ullyyI-00358-00071320-00071447 and with different corresponding
5S7y4ullyyI-00359-00071448-00071631 different time windows
5S7y4ullyyI-00360-00071632-00071991 and uh aside from the complexity of that
5S7y4ullyyI-00361-00071992-00072311 interface there they had struggled
5S7y4ullyyI-00362-00072312-00072406 because
5S7y4ullyyI-00363-00072407-00072599 they needed there was a big machine
5S7y4ullyyI-00364-00072600-00072775 available to them and that was the only
5S7y4ullyyI-00365-00072776-00072823 one
5S7y4ullyyI-00366-00072824-00073038 that could open these files in order to
5S7y4ullyyI-00367-00073039-00073247 to do an analysis on it
5S7y4ullyyI-00368-00073248-00073462 and they had to compete with other
5S7y4ullyyI-00369-00073463-00073623 groups in order to get time on this
5S7y4ullyyI-00370-00073624-00073775 machine
5S7y4ullyyI-00371-00073776-00073943 but using arrow by getting some time on
5S7y4ullyyI-00372-00073944-00074087 the big machine and using arrow they
5S7y4ullyyI-00373-00074088-00074143 could
5S7y4ullyyI-00374-00074144-00074319 write these files to parquet so it'd be
5S7y4ullyyI-00375-00074320-00074543 much smaller and then partition them
5S7y4ullyyI-00376-00074544-00075015 into standard chunks by year and month
5S7y4ullyyI-00377-00075016-00075231 and this had a number of benefits from
5S7y4ullyyI-00378-00075232-00075415 them downstream so
5S7y4ullyyI-00379-00075416-00075638 they now they got all the data
5S7y4ullyyI-00380-00075639-00075879 standardized it's all everything is in
5S7y4ullyyI-00381-00075880-00076126 by you know year and month so you don't
5S7y4ullyyI-00382-00076127-00076223 have to wonder
5S7y4ullyyI-00383-00076224-00076479 uh how a certain file is grouped you've
5S7y4ullyyI-00384-00076480-00076591 got this interface
5S7y4ullyyI-00385-00076592-00076767 with arrows open dataset function where
5S7y4ullyyI-00386-00076768-00076862 you can just point to the whole
5S7y4ullyyI-00387-00076863-00077031 directory and filter on it
5S7y4ullyyI-00388-00077032-00077279 and i'm filtering on year uh in this
5S7y4ullyyI-00389-00077280-00077399 example query
5S7y4ullyyI-00390-00077400-00077550 and so that means all of those files
5S7y4ullyyI-00391-00077551-00077735 that are not in that year i don't even
5S7y4ullyyI-00392-00077736-00077855 have to touch
5S7y4ullyyI-00393-00077856-00078006 and so i can pull in the subset that i
5S7y4ullyyI-00394-00078007-00078143 care about and i can do that on the
5S7y4ullyyI-00395-00078144-00078303 small machine i don't need to
5S7y4ullyyI-00396-00078304-00078511 get access to the big machine in order
5S7y4ullyyI-00397-00078512-00078687 to do this
5S7y4ullyyI-00398-00078688-00078926 and this was able to unlock a lot of
5S7y4ullyyI-00399-00078927-00079271 work and analyses for them
5S7y4ullyyI-00400-00079272-00079606 another use case of using arrow to
5S7y4ullyyI-00401-00079607-00079879 have multiple file data sets that you
5S7y4ullyyI-00402-00079880-00080031 treat as one
5S7y4ullyyI-00403-00080032-00080262 from it comes from 2a from a group that
5S7y4ullyyI-00404-00080263-00080479 was monitoring coveted statistics
5S7y4ullyyI-00405-00080480-00080759 and they used arrow in a similar way to
5S7y4ullyyI-00406-00080760-00080911 be able to query using dplyr
5S7y4ullyyI-00407-00080912-00081038 these data sets that are backed by
5S7y4ullyyI-00408-00081039-00081247 multiple files there's a cool
5S7y4ullyyI-00409-00081248-00081391 shiny app here that you can check out
5S7y4ullyyI-00410-00081392-00081535 and they also have a paper published in
5S7y4ullyyI-00411-00081536-00081591 science
5S7y4ullyyI-00412-00081592-00081935 looking at the
5S7y4ullyyI-00413-00081936-00082199 coveted incidents and mortality based on
5S7y4ullyyI-00414-00082200-00082359 this data
5S7y4ullyyI-00415-00082360-00082711 very cool stuff the last example i want
5S7y4ullyyI-00416-00082712-00082806 to talk about is
5S7y4ullyyI-00417-00082807-00083231 reading data from the cloud so uh
5S7y4ullyyI-00418-00083232-00083447 as i said up front you know one way you
5S7y4ullyyI-00419-00083448-00083655 you commonly interact with data that is
5S7y4ullyyI-00420-00083656-00083879 bigger is that it is stored like in an
5S7y4ullyyI-00421-00083880-00083982 s3 bucket or
5S7y4ullyyI-00422-00083983-00084350 on google cloud and um
5S7y4ullyyI-00423-00084351-00084606 and so it's it's it's there because it
5S7y4ullyyI-00424-00084607-00084662 is bigger
5S7y4ullyyI-00425-00084663-00084926 and uh in order to let others work with
5S7y4ullyyI-00426-00084927-00085047 it
5S7y4ullyyI-00427-00085048-00085247 aero has some nice features to let you
5S7y4ullyyI-00428-00085248-00085382 work with s3
5S7y4ullyyI-00429-00085383-00085647 or any file system that has an s3
5S7y4ullyyI-00430-00085648-00085718 interface
5S7y4ullyyI-00431-00085719-00085975 and it's not necessarily on amazon to
5S7y4ullyyI-00432-00085976-00086199 read data sets and read single files
5S7y4ullyyI-00433-00086200-00086518 so if it's on s3 you can just use the s3
5S7y4ullyyI-00434-00086519-00086887 url s3 colon slash to point to your file
5S7y4ullyyI-00435-00086888-00087206 and s3 and read and write
5S7y4ullyyI-00436-00087207-00087399 additionally using some of using the
5S7y4ullyyI-00437-00087400-00087799 dplyr multifile data set back end
5S7y4ullyyI-00438-00087800-00087967 like we saw before we only had to pull
5S7y4ullyyI-00439-00087968-00088135 into memory the data
5S7y4ullyyI-00440-00088136-00088303 that we were working with we can also
5S7y4ullyyI-00441-00088304-00088438 only download from s3
5S7y4ullyyI-00442-00088439-00088647 download from the cloud that subset that
5S7y4ullyyI-00443-00088648-00088791 we care about and this
5S7y4ullyyI-00444-00088792-00089071 allows us to uh speed that up quite a
5S7y4ullyyI-00445-00089072-00089335 bit
5S7y4ullyyI-00446-00089336-00089606 so jared lander wrote on this blog a
5S7y4ullyyI-00447-00089607-00089679 while back
5S7y4ullyyI-00448-00089680-00089975 about analyzing the temperature data
5S7y4ullyyI-00449-00089976-00090143 from a bunch of thermostats and sensors
5S7y4ullyyI-00450-00090144-00090303 throughout his house
5S7y4ullyyI-00451-00090304-00090511 is a very comprehensive blog post going
5S7y4ullyyI-00452-00090512-00090662 from the beginning of collecting the
5S7y4ullyyI-00453-00090663-00090743 data to
5S7y4ullyyI-00454-00090744-00090926 you know the visualization and inference
5S7y4ullyyI-00455-00090927-00091055 on that
5S7y4ullyyI-00456-00091056-00091406 and uh his data his the hit a process
5S7y4ullyyI-00457-00091407-00091647 where data from the sensors is pushed to
5S7y4ullyyI-00458-00091648-00091894 digitalocean which is another cloud
5S7y4ullyyI-00459-00091895-00092143 vendor which has an s3 like file system
5S7y4ullyyI-00460-00092144-00092271 interface to it
5S7y4ullyyI-00461-00092272-00092487 and so using arrow he was able to point
5S7y4ullyyI-00462-00092488-00092599 at his digital ocean
5S7y4ullyyI-00463-00092600-00092926 bucket and use d plier on that to pull
5S7y4ullyyI-00464-00092927-00093079 in just the columns he cared about and
5S7y4ullyyI-00465-00093080-00093262 just the rows he cared about
5S7y4ullyyI-00466-00093263-00093574 and be able to explore this data
5S7y4ullyyI-00467-00093575-00093726 without having to download everything
5S7y4ullyyI-00468-00093727-00093967 locally
5S7y4ullyyI-00469-00093968-00094318 so parquet files multi-file data sets
5S7y4ullyyI-00470-00094319-00094494 uh for querying and accessing data in
5S7y4ullyyI-00471-00094495-00094615 the cloud all these are things that
5S7y4ullyyI-00472-00094616-00094767 allow people to
5S7y4ullyyI-00473-00094768-00095031 really take advantage of the computing
5S7y4ullyyI-00474-00095032-00095231 resources they already have at hand
5S7y4ullyyI-00475-00095232-00095503 and avoid making big data problems out
5S7y4ullyyI-00476-00095504-00095582 of their
5S7y4ullyyI-00477-00095583-00095862 data problems i wanted to thank everyone
5S7y4ullyyI-00478-00095863-00095982 who helped with this talk
5S7y4ullyyI-00479-00095983-00096174 particularly to those uh who gave me the
5S7y4ullyyI-00480-00096175-00096350 examples that we used here
5S7y4ullyyI-00481-00096351-00096647 uh really appreciate it arrow is a
5S7y4ullyyI-00482-00096648-00096791 growing thriving community we have over
5S7y4ullyyI-00483-00096792-00097038 600 contributors many more people using
5S7y4ullyyI-00484-00097039-00097143 and
5S7y4ullyyI-00485-00097144-00097335 reporting issues and feature requests we
5S7y4ullyyI-00486-00097336-00097455 can't do it without you we really
5S7y4ullyyI-00487-00097456-00097567 appreciate
5S7y4ullyyI-00488-00097568-00097791 all of the uh all the support that we
5S7y4ullyyI-00489-00097792-00097871 have from
5S7y4ullyyI-00490-00097872-00098150 the uh from the the community here our
5S7y4ullyyI-00491-00098151-00098306 website
5S7y4ullyyI-00492-00098307-00098550 arrow.apache.org has lots of information
5S7y4ullyyI-00493-00098551-00098615 there
5S7y4ullyyI-00494-00098616-00098862 and there's my twitter handle and npr if
5S7y4ullyyI-00495-00098863-00098926 you want to
5S7y4ullyyI-00496-00098927-00099103 ask me any questions thanks so much for
5S7y4ullyyI-00497-00099104-00099415 your time
5S7y4ullyyI-00498-00099416-00099615 thank you thank you so much neil uh for
5S7y4ullyyI-00499-00099616-00099726 the uh
5S7y4ullyyI-00500-00099727-00099991 great presentation um i think we're not
5S7y4ullyyI-00501-00099992-00100103 uh wasting much
5S7y4ullyyI-00502-00100104-00100287 time we are going to move to the next
5S7y4ullyyI-00503-00100288-00100471 presenter um
5S7y4ullyyI-00504-00100472-00100662 the title of the talk is a framework for
5S7y4ullyyI-00505-00100663-00100774 creating relational data with
5S7y4ullyyI-00506-00100775-00100950 applications so for the fact that the
5S7y4ullyyI-00507-00100951-00101111 package is respectable so
5S7y4ullyyI-00508-00101112-00101287 our presenter is gabriel becker so
5S7y4ullyyI-00509-00101288-00101494 gabriel is a psycho computing researcher
5S7y4ullyyI-00510-00101495-00101599 and a consultant
5S7y4ullyyI-00511-00101600-00101967 working in biopharmaceutical space has
5S7y4ullyyI-00512-00101968-00102135 contributed to multiple new features in
5S7y4ullyyI-00513-00102136-00102279 a collaboration with the article
5S7y4ullyyI-00514-00102280-00102439 development team for instance
5S7y4ullyyI-00515-00102440-00102647 gabe collaborated with luke tierney on
5S7y4ullyyI-00516-00102648-00102823 the implementation of ultra framework
5S7y4ullyyI-00517-00102824-00103090 which was introduced in our version 3.
5S7y4ullyyI-00518-00103091-00103406 3.5.0 so gabriel uh the floor is yes
5S7y4ullyyI-00519-00103407-00103534 please
5S7y4ullyyI-00520-00103535-00103815 go ahead and present hi everyone uh
5S7y4ullyyI-00521-00103816-00103934 thanks christopher
5S7y4ullyyI-00522-00103935-00104263 um so as you said i'm uh
5S7y4ullyyI-00523-00104264-00104494 gabriel becker i'm going to talk today
5S7y4ullyyI-00524-00104495-00104758 about the respectables package
5S7y4ullyyI-00525-00104759-00104919 and this is a little bit of a different
5S7y4ullyyI-00526-00104920-00105134 angle on this type of
5S7y4ullyyI-00527-00105135-00105407 data that we may be hearing more about
5S7y4ullyyI-00528-00105408-00105454 uh
5S7y4ullyyI-00529-00105455-00105615 later in that we are going to be
5S7y4ullyyI-00530-00105616-00105758 creating the data rather than
5S7y4ullyyI-00531-00105759-00106134 accessing or using it there we go
5S7y4ullyyI-00532-00106135-00106502 uh this this uh this package is funded
5S7y4ullyyI-00533-00106503-00106823 by roche and his copyright rosh and it's
5S7y4ullyyI-00534-00106824-00106999 been released under the
5S7y4ullyyI-00535-00107000-00107366 um artistic 2.0 open source
5S7y4ullyyI-00536-00107367-00107654 license the source code and development
5S7y4ullyyI-00537-00107655-00107871 version are available on the rosh public
5S7y4ullyyI-00538-00107872-00108175 github account and a crayon release will
5S7y4ullyyI-00539-00108176-00108215 be
5S7y4ullyyI-00540-00108216-00108551 forthcoming but has not occurred yet
5S7y4ullyyI-00541-00108552-00108790 so first off what do we mean when we're
5S7y4ullyyI-00542-00108791-00108999 talking about relational data so
5S7y4ullyyI-00543-00109000-00109215 i suspect many people have heard of it
5S7y4ullyyI-00544-00109216-00109407 but just a very brief
5S7y4ullyyI-00545-00109408-00109719 introduction relational data is when
5S7y4ullyyI-00546-00109720-00110047 you break a data set
5S7y4ullyyI-00547-00110048-00110271 into multiple data so that certain data
5S7y4ullyyI-00548-00110272-00110407 is not repeated
5S7y4ullyyI-00549-00110408-00110575 that doesn't need to be so in this
5S7y4ullyyI-00550-00110576-00110783 example we have students
5S7y4ullyyI-00551-00110783-00110975 taking classes and you can see that the
5S7y4ullyyI-00552-00110976-00111151 names of the students
5S7y4ullyyI-00553-00111152-00111495 only occur a single time
5S7y4ullyyI-00554-00111496-00111831 in the in in the entire data set in
5S7y4ullyyI-00555-00111832-00112086 the entire database in fact whereas the
5S7y4ullyyI-00556-00112088-00112278 students are taking multiple classes
5S7y4ullyyI-00557-00112279-00112599 and so by linking these student ids
5S7y4ullyyI-00558-00112600-00112807 across these different tables we're able
5S7y4ullyyI-00559-00112808-00113015 to do what's called normalization of the
5S7y4ullyyI-00560-00113016-00113151 data which is a much more
5S7y4ullyyI-00561-00113152-00113351 efficient representation and it's what
5S7y4ullyyI-00562-00113352-00113495 happens in most
5S7y4ullyyI-00563-00113496-00113719 database actual database systems that
5S7y4ullyyI-00564-00113720-00113878 you will
5S7y4ullyyI-00565-00113879-00114158 that you might hear about that's not
5S7y4ullyyI-00566-00114159-00114231 typically
5S7y4ullyyI-00567-00114232-00114654 how data is represented in r but
5S7y4ullyyI-00568-00114655-00114966 carol mueller's dm package does support
5S7y4ullyyI-00569-00114967-00114999 this
5S7y4ullyyI-00570-00115000-00115334 type of multiple table relational
5S7y4ullyyI-00571-00115335-00115663 model in r including both
5S7y4ullyyI-00572-00115664-00116015 accessing database systems themselves
5S7y4ullyyI-00573-00116016-00116407 and combining multiple data frames
5S7y4ullyyI-00574-00116408-00116654 that live in memory that are owned by r
5S7y4ullyyI-00575-00116655-00116766 into a single
5S7y4ullyyI-00576-00116767-00117063 sort of virtual relational database and
5S7y4ullyyI-00577-00117064-00117127 this can
5S7y4ullyyI-00578-00117128-00117327 declare these foreign key relationships
5S7y4ullyyI-00579-00117328-00117502 which is what that
5S7y4ullyyI-00580-00117503-00117654 has called that relationship between the
5S7y4ullyyI-00581-00117655-00117919 student id and the different tables
5S7y4ullyyI-00582-00117920-00118190 and it can check what whether the data
5S7y4ullyyI-00583-00118191-00118231 meets
5S7y4ullyyI-00584-00118232-00118558 those restraints uh or not
5S7y4ullyyI-00585-00118559-00118766 because you can't have invalid data when
5S7y4ullyyI-00586-00118767-00118966 you have a constraint like this
5S7y4ullyyI-00587-00118967-00119375 so you may be asking if dm exists and df
5S7y4ullyyI-00588-00119376-00119558 does this already then why why are we
5S7y4ullyyI-00589-00119559-00119743 here what am i what am i talking about
5S7y4ullyyI-00590-00119744-00120063 so the key here is that dm assumes
5S7y4ullyyI-00591-00120064-00120263 that the data already exists and it
5S7y4ullyyI-00592-00120264-00120431 gives you some really nice tools for
5S7y4ullyyI-00593-00120432-00120575 filtering the data that
5S7y4ullyyI-00594-00120576-00120766 understands these constraints and things
5S7y4ullyyI-00595-00120767-00120878 like that
5S7y4ullyyI-00596-00120879-00121175 but it doesn't have any sort of tooling
5S7y4ullyyI-00597-00121176-00121207 for
5S7y4ullyyI-00598-00121208-00121454 creating the data under these types of
5S7y4ullyyI-00599-00121455-00121607 constraints and so that is what we're
5S7y4ullyyI-00600-00121608-00121814 going to be talking about
5S7y4ullyyI-00601-00121815-00122151 for the remainder of this talk
5S7y4ullyyI-00602-00122152-00122351 so respectables is what i'm going to
5S7y4ullyyI-00603-00122352-00122543 call a recipe-based
5S7y4ullyyI-00604-00122544-00122863 system for the simulation or creation of
5S7y4ullyyI-00605-00122864-00123158 relational data
5S7y4ullyyI-00606-00123159-00123439 so recipes so data simulation especially
5S7y4ullyyI-00607-00123440-00123614 under these types of constraints may
5S7y4ullyyI-00608-00123615-00123783 seem to be pretty constant
5S7y4ullyyI-00609-00123783-00124014 complicated and so the recipe may not
5S7y4ullyyI-00610-00124015-00124214 seem like a great fit but i hope
5S7y4ullyyI-00611-00124215-00124414 that i can convince you that that this
5S7y4ullyyI-00612-00124415-00124583 is actually a pretty good model
5S7y4ullyyI-00613-00124583-00124878 uh for for what we want to do so before
5S7y4ullyyI-00614-00124879-00124983 we get into what an
5S7y4ullyyI-00615-00124983-00125231 actual recipe for this type of data
5S7y4ullyyI-00616-00125232-00125327 might look like
5S7y4ullyyI-00617-00125328-00125486 we're going to talk a little bit about
5S7y4ullyyI-00618-00125488-00125671 the the different types of
5S7y4ullyyI-00619-00125672-00125958 interdependence that these types of data
5S7y4ullyyI-00620-00125959-00126151 will have when we're when we're creating
5S7y4ullyyI-00621-00126152-00126278 it rather than just
5S7y4ullyyI-00622-00126279-00126614 accessing it so the first is intra table
5S7y4ullyyI-00623-00126615-00126878 so within a single table this has to do
5S7y4ullyyI-00624-00126879-00127047 with things like the distribution of
5S7y4ullyyI-00625-00127048-00127086 height
5S7y4ullyyI-00626-00127088-00127295 depends on the gender of the
5S7y4ullyyI-00627-00127296-00127510 observations that you're simulating
5S7y4ullyyI-00628-00127511-00127734 because different genders have different
5S7y4ullyyI-00629-00127735-00127943 height distributions
5S7y4ullyyI-00630-00127944-00128134 and things like that things where the
5S7y4ullyyI-00631-00128135-00128327 actual variables in a single table are
5S7y4ullyyI-00632-00128328-00128439 related to each other
5S7y4ullyyI-00633-00128440-00128614 in some distributional way that your
5S7y4ullyyI-00634-00128615-00128863 simulation or creation of the data is
5S7y4ullyyI-00635-00128864-00129110 going to need to respect
5S7y4ullyyI-00636-00129111-00129423 the second type of relationship is inter
5S7y4ullyyI-00637-00129424-00129534 table or between
5S7y4ullyyI-00638-00129535-00129702 table relationships these are these
5S7y4ullyyI-00639-00129703-00129902 types of foreign key relationships that
5S7y4ullyyI-00640-00129903-00130143 i was talking about previously where
5S7y4ullyyI-00641-00130144-00130478 an id in one column actually
5S7y4ullyyI-00642-00130479-00130807 specifies an observation in a different
5S7y4ullyyI-00643-00130808-00131054 table where you can look up more
5S7y4ullyyI-00644-00131055-00131254 information about that observation in
5S7y4ullyyI-00645-00131255-00131431 the example that we saw these were
5S7y4ullyyI-00646-00131432-00131511 students or
5S7y4ullyyI-00647-00131512-00131823 or classes um in the exam in the example
5S7y4ullyyI-00648-00131824-00131935 that we'll be doing
5S7y4ullyyI-00649-00131936-00132247 for this talk these will be um customers
5S7y4ullyyI-00650-00132248-00132295 that were
5S7y4ullyyI-00651-00132296-00132654 that were making up um so
5S7y4ullyyI-00652-00132655-00132863 speaking of customers so this is this is
5S7y4ullyyI-00653-00132864-00133095 a toy example this is not real data but
5S7y4ullyyI-00654-00133096-00133207 it has the types
5S7y4ullyyI-00655-00133208-00133551 of constraints that and relationships
5S7y4ullyyI-00656-00133552-00133727 that real data might have but in a
5S7y4ullyyI-00657-00133728-00133902 simplified enough way that i think that
5S7y4ullyyI-00658-00133903-00133935 we
5S7y4ullyyI-00659-00133936-00134190 that they can be illustratively useful
5S7y4ullyyI-00660-00134191-00134366 in the small amount of time we have
5S7y4ullyyI-00661-00134367-00134671 so we're gonna discuss simulate
5S7y4ullyyI-00662-00134672-00134951 silly customers um these they're going
5S7y4ullyyI-00663-00134952-00135111 to have a few different
5S7y4ullyyI-00664-00135112-00135278 things that we know about them they'll
5S7y4ullyyI-00665-00135279-00135471 have a unique id they'll have a
5S7y4ullyyI-00666-00135472-00135751 stuff level which is either low or high
5S7y4ullyyI-00667-00135752-00135959 they'll have a key size
5S7y4ullyyI-00668-00135960-00136166 which doesn't mean anything because all
5S7y4ullyyI-00669-00136167-00136295 the whole data is made up
5S7y4ullyyI-00670-00136296-00136535 but it's normally distributed but the
5S7y4ullyyI-00671-00136536-00136623 mean of that
5S7y4ullyyI-00672-00136624-00136902 depends on whether the stuff level was
5S7y4ullyyI-00673-00136903-00137039 low or high or not
5S7y4ullyyI-00674-00137040-00137214 and then they will have dates for when
5S7y4ullyyI-00675-00137215-00137351 their account was open
5S7y4ullyyI-00676-00137352-00137743 and when their account was closed okay
5S7y4ullyyI-00677-00137744-00137943 so when we're talking about recipes when
5S7y4ullyyI-00678-00137944-00138078 you're going to make a recipe the first
5S7y4ullyyI-00679-00138079-00138295 thing that you need are ingredients so
5S7y4ullyyI-00680-00138296-00138431 the ingredients here
5S7y4ullyyI-00681-00138432-00138702 are the ways that we can create these
5S7y4ullyyI-00682-00138703-00138775 different
5S7y4ullyyI-00683-00138776-00139166 pieces of the data set so we've got
5S7y4ullyyI-00684-00139167-00139414 sample fct which basically just samples
5S7y4ullyyI-00685-00139415-00139575 a factor and that gives
5S7y4ullyyI-00686-00139576-00139943 us our our low or high for stuff level
5S7y4ullyyI-00687-00139944-00140135 we've got the key size function and all
5S7y4ullyyI-00688-00140136-00140263 of these functions so
5S7y4ullyyI-00689-00140264-00140639 so sample ftc fct
5S7y4ullyyI-00690-00140640-00140863 is provided by the respectables package
5S7y4ullyyI-00691-00140864-00140943 key size
5S7y4ullyyI-00692-00140944-00141231 is a function that i wrote for this um
5S7y4ullyyI-00693-00141232-00141327 for this talk
5S7y4ullyyI-00694-00141328-00141559 and you can see we're not going to go
5S7y4ullyyI-00695-00141560-00141711 over exactly what it looks like
5S7y4ullyyI-00696-00141712-00141943 but the source is in the rmd that i used
5S7y4ullyyI-00697-00141944-00142111 to make these slides which is publicly
5S7y4ullyyI-00698-00142112-00142190 available so
5S7y4ullyyI-00699-00142191-00142407 so you can look at that if later if you
5S7y4ullyyI-00700-00142408-00142519 choose
5S7y4ullyyI-00701-00142520-00142671 but that's going to give us these key
5S7y4ullyyI-00702-00142672-00142839 sizes and we can see
5S7y4ullyyI-00703-00142840-00143166 that the um we that
5S7y4ullyyI-00704-00143167-00143351 takes a data frame that already has
5S7y4ullyyI-00705-00143352-00143495 stuff level in it and that's going to be
5S7y4ullyyI-00706-00143496-00143631 really important
5S7y4ullyyI-00707-00143632-00143863 um and we can see here that you know the
5S7y4ullyyI-00708-00143864-00143951 first two
5S7y4ullyyI-00709-00143952-00144199 are low and the second two are high in
5S7y4ullyyI-00710-00144200-00144375 stuff level and we can see that you know
5S7y4ullyyI-00711-00144376-00144399 the
5S7y4ullyyI-00712-00144400-00144566 the first two observations are lower
5S7y4ullyyI-00713-00144567-00144775 than the second two observations
5S7y4ullyyI-00714-00144776-00145031 and then finally we have this account
5S7y4ullyyI-00715-00145032-00145087 dates
5S7y4ullyyI-00716-00145088-00145383 function which again um we're not going
5S7y4ullyyI-00717-00145384-00145526 to go over the details but
5S7y4ullyyI-00718-00145527-00145799 if the source is in the um in the rmd
5S7y4ullyyI-00719-00145800-00145966 file
5S7y4ullyyI-00720-00145967-00146239 and that spits out the account open date
5S7y4ullyyI-00721-00146240-00146439 and the account close date which is n a
5S7y4ullyyI-00722-00146440-00146631 if it hasn't been closed which happens
5S7y4ullyyI-00723-00146632-00146751 to be the case for the first two of
5S7y4ullyyI-00724-00146752-00146863 these here
5S7y4ullyyI-00725-00146864-00147159 um but if it has been closed it has a
5S7y4ullyyI-00726-00147160-00147319 date and the date is guaranteed to be
5S7y4ullyyI-00727-00147320-00147495 after the open date which
5S7y4ullyyI-00728-00147496-00147814 obviously is important okay so these are
5S7y4ullyyI-00729-00147815-00147935 these are our ingredients
5S7y4ullyyI-00730-00147936-00148143 and then this is what our recipe looks
5S7y4ullyyI-00731-00148144-00148295 like so our recipe is just
5S7y4ullyyI-00732-00148296-00148590 a table uh or a data frame with list
5S7y4ullyyI-00733-00148591-00148654 columns
5S7y4ullyyI-00734-00148655-00148975 if you prefer um and
5S7y4ullyyI-00735-00148976-00149383 it has four or five uh
5S7y4ullyyI-00736-00149384-00149790 columns in it variables dependencies
5S7y4ullyyI-00737-00149791-00150151 function function arguments and keep
5S7y4ullyyI-00738-00150152-00150471 so variable specifies what
5S7y4ullyyI-00739-00150472-00150775 variables in the data set this row
5S7y4ullyyI-00740-00150776-00150966 has instructions for that can be a
5S7y4ullyyI-00741-00150967-00151151 single variable or it can be multiple
5S7y4ullyyI-00742-00151152-00151247 variables
5S7y4ullyyI-00743-00151248-00151463 and that's important dependencies is
5S7y4ullyyI-00744-00151464-00151583 which variables
5S7y4ullyyI-00745-00151584-00151775 need to have already been generated
5S7y4ullyyI-00746-00151776-00152111 before this row can can be performed
5S7y4ullyyI-00747-00152112-00152399 and no depth is just a sort of singleton
5S7y4ullyyI-00748-00152400-00152623 that indicates that there aren't any
5S7y4ullyyI-00749-00152624-00152871 the function which can be a string or a
5S7y4ullyyI-00750-00152872-00152990 function object
5S7y4ullyyI-00751-00152991-00153343 um is what function should be used to
5S7y4ullyyI-00752-00153344-00153526 generate those variables
5S7y4ullyyI-00753-00153527-00153751 the r function args is additional
5S7y4ullyyI-00754-00153752-00153878 arguments that should be
5S7y4ullyyI-00755-00153879-00154175 that should be passed to it and keep is
5S7y4ullyyI-00756-00154176-00154311 whether those variables should
5S7y4ullyyI-00757-00154312-00154414 ultimately be
5S7y4ullyyI-00758-00154415-00154823 in the final data set or not
5S7y4ullyyI-00759-00154824-00155143 and so once we have our recipe we just
5S7y4ullyyI-00760-00155144-00155207 call
5S7y4ullyyI-00761-00155208-00155511 gen table data we tell it we want 500
5S7y4ullyyI-00762-00155512-00155599 observations
5S7y4ullyyI-00763-00155600-00155783 and we give it the recipe and then it
5S7y4ullyyI-00764-00155784-00155959 creates that it can tell
5S7y4ullyyI-00765-00155960-00156175 which rows need to be performed before
5S7y4ullyyI-00766-00156176-00156351 others because we gave it the dependency
5S7y4ullyyI-00767-00156352-00156447 structure
5S7y4ullyyI-00768-00156448-00156751 and so we don't have to actually
5S7y4ullyyI-00769-00156752-00156926 worry about that ourselves we just put
5S7y4ullyyI-00770-00156927-00157119 them in the recipe in any
5S7y4ullyyI-00771-00157120-00157359 in any order that we want and it takes
5S7y4ullyyI-00772-00157360-00157439 care of that and
5S7y4ullyyI-00773-00157440-00157726 out comes a data set that has the
5S7y4ullyyI-00774-00157727-00157895 variables that i described
5S7y4ullyyI-00775-00157896-00158190 okay and it just so happens that all of
5S7y4ullyyI-00776-00158191-00158247 the
5S7y4ullyyI-00777-00158248-00158463 account closed or n a for the first six
5S7y4ullyyI-00778-00158464-00158559 here but
5S7y4ullyyI-00779-00158560-00158919 there are non n a ones in there as well
5S7y4ullyyI-00780-00158920-00159223 uh so a brief aside i'm not going to go
5S7y4ullyyI-00781-00159224-00159271 too
5S7y4ullyyI-00782-00159272-00159543 too much into this code exactly but you
5S7y4ullyyI-00783-00159544-00159766 can do this with the flyer so far it's
5S7y4ullyyI-00784-00159767-00159799 not
5S7y4ullyyI-00785-00159800-00160031 it's not particularly hard but there are
5S7y4ullyyI-00786-00160032-00160126 benefits
5S7y4ullyyI-00787-00160127-00160335 uh to using this sort of recipe
5S7y4ullyyI-00788-00160336-00160623 structure it's easily reusable
5S7y4ullyyI-00789-00160624-00160902 and it's automatically parameterized by
5S7y4ullyyI-00790-00160903-00161039 the combination of funk
5S7y4ullyyI-00791-00161040-00161278 and funk args so if i want a different
5S7y4ullyyI-00792-00161279-00161478 distribution for a particular variable
5S7y4ullyyI-00793-00161479-00161663 all i have to do is swap out a
5S7y4ullyyI-00794-00161664-00161926 particular value in a data frame
5S7y4ullyyI-00795-00161927-00162302 and call gen table data again and i have
5S7y4ullyyI-00796-00162303-00162599 a completely new data set that is had
5S7y4ullyyI-00797-00162600-00162639 you know
5S7y4ullyyI-00798-00162640-00163014 is cashy distributed instead of normally
5S7y4ullyyI-00799-00163015-00163135 distributed or whatever
5S7y4ullyyI-00800-00163136-00163271 you know whatever change you want to
5S7y4ullyyI-00801-00163272-00163431 make the other really important thing
5S7y4ullyyI-00802-00163432-00163614 which is nice is that it supports
5S7y4ullyyI-00803-00163615-00163902 jointly generating multiple variables so
5S7y4ullyyI-00804-00163903-00164071 we saw that the account
5S7y4ullyyI-00805-00164072-00164247 open and count close dates were
5S7y4ullyyI-00806-00164248-00164463 generated by a single function at the
5S7y4ullyyI-00807-00164464-00164654 same time
5S7y4ullyyI-00808-00164655-00164799 and this can be because there's some
5S7y4ullyyI-00809-00164800-00164975 covariance structure that you want or
5S7y4ullyyI-00810-00164976-00165143 there's some sort of constraint
5S7y4ullyyI-00811-00165144-00165390 where like we had here you know close
5S7y4ullyyI-00812-00165391-00165454 can't be
5S7y4ullyyI-00813-00165455-00165735 before open uh and things like that it's
5S7y4ullyyI-00814-00165736-00165847 also really easy
5S7y4ullyyI-00815-00165848-00166183 to add new rows to a data frame which
5S7y4ullyyI-00816-00166184-00166390 translates to adding new columns to the
5S7y4ullyyI-00817-00166391-00166559 data that you're generating
5S7y4ullyyI-00818-00166560-00166887 uh so that's that's nice still though
5S7y4ullyyI-00819-00166888-00167143 that's pretty straightforward uh the
5S7y4ullyyI-00820-00167144-00167223 thing that
5S7y4ullyyI-00821-00167224-00167383 gets a little bit more complicated where
5S7y4ullyyI-00822-00167384-00167543 i think is respectable
5S7y4ullyyI-00823-00167544-00167687 is going to be a little bit more help to
5S7y4ullyyI-00824-00167688-00167871 people perhaps is
5S7y4ullyyI-00825-00167872-00168078 when we're simulating under these types
5S7y4ullyyI-00826-00168079-00168254 of foreign key constraints
5S7y4ullyyI-00827-00168255-00168583 right and so what this is going to be a
5S7y4ullyyI-00828-00168584-00168799 two-stage process
5S7y4ullyyI-00829-00168800-00169054 and so first we're going to translate
5S7y4ullyyI-00830-00169055-00169223 the foreign table this is the table
5S7y4ullyyI-00831-00169224-00169438 where the foreign key comes from
5S7y4ullyyI-00832-00169439-00169678 into what i'm calling a scaffold table
5S7y4ullyyI-00833-00169679-00169814 and the scaffold table
5S7y4ullyyI-00834-00169815-00170031 just has the actual rows from the
5S7y4ullyyI-00835-00170032-00170151 foreign table
5S7y4ullyyI-00836-00170152-00170423 but the dimension has been transformed
5S7y4ullyyI-00837-00170424-00170463 by
5S7y4ullyyI-00838-00170464-00170719 repping those out into whatever the new
5S7y4ullyyI-00839-00170720-00170895 dimensions should be
5S7y4ullyyI-00840-00170896-00171271 and so we can see that you can have um
5S7y4ullyyI-00841-00171272-00171414 you can have these foreign keys that
5S7y4ullyyI-00842-00171415-00171623 appear multiple times you can have
5S7y4ullyyI-00843-00171624-00171831 foreign keys that don't appear
5S7y4ullyyI-00844-00171832-00172214 um and but the the point is we're not
5S7y4ullyyI-00845-00172215-00172399 generating new
5S7y4ullyyI-00846-00172400-00172663 values of anything we're just
5S7y4ullyyI-00847-00172664-00172911 transforming the dimension and then
5S7y4ullyyI-00848-00172912-00173254 once the dimension has been transformed
5S7y4ullyyI-00849-00173255-00173414 we just do the same process i just
5S7y4ullyyI-00850-00173415-00173590 described to create all of the new
5S7y4ullyyI-00851-00173591-00173838 variables in the new table right and so
5S7y4ullyyI-00852-00173839-00174047 by dividing it into this two-step
5S7y4ullyyI-00853-00174048-00174278 process each of the process each of the
5S7y4ullyyI-00854-00174279-00174471 steps actually ends up being quite
5S7y4ullyyI-00855-00174472-00174814 simple um and so
5S7y4ullyyI-00856-00174815-00174943 the rest of the talk we're going to talk
5S7y4ullyyI-00857-00174944-00175135 about these sort of sibling customers
5S7y4ullyyI-00858-00175136-00175302 going shopping
5S7y4ullyyI-00859-00175303-00175654 um and just for
5S7y4ullyyI-00860-00175655-00175902 you know for simplicity because we don't
5S7y4ullyyI-00861-00175903-00176014 have that much time
5S7y4ullyyI-00862-00176015-00176335 we're gonna say that they are going
5S7y4ullyyI-00863-00176336-00176583 some of them will never go shopping so
5S7y4ullyyI-00864-00176584-00176775 we'll have some ids that don't appear in
5S7y4ullyyI-00865-00176776-00176814 the
5S7y4ullyyI-00866-00176815-00177126 purchase table some of them go many
5S7y4ullyyI-00867-00177127-00177214 times
5S7y4ullyyI-00868-00177215-00177607 um and they all buy a single item
5S7y4ullyyI-00869-00177608-00177838 whenever they go shopping the item is
5S7y4ullyyI-00870-00177839-00177943 random
5S7y4ullyyI-00871-00177944-00178199 and it doesn't matter what they've
5S7y4ullyyI-00872-00178200-00178287 purchased before
5S7y4ullyyI-00873-00178288-00178623 but it does depend on whether that item
5S7y4ullyyI-00874-00178624-00178759 is actually being offered
5S7y4ullyyI-00875-00178760-00179119 at the time okay and so
5S7y4ullyyI-00876-00179120-00179287 that means we have to know when the
5S7y4ullyyI-00877-00179288-00179471 purchase when the shopping trip
5S7y4ullyyI-00878-00179472-00179751 was before we simulate what was
5S7y4ullyyI-00879-00179752-00179990 purchased
5S7y4ullyyI-00880-00179991-00180343 so scaffolding is easy so general
5S7y4ullyyI-00881-00180344-00180575 uh respectables provides a couple of
5S7y4ullyyI-00882-00180576-00180743 different scaffolding functions
5S7y4ullyyI-00883-00180744-00180990 the one or function factories i should
5S7y4ullyyI-00884-00180991-00181135 say
5S7y4ullyyI-00885-00181136-00181295 and the one that we're going to use here
5S7y4ullyyI-00886-00181296-00181438 is rand per key
5S7y4ullyyI-00887-00181439-00181726 which as you might guess from the name
5S7y4ullyyI-00888-00181727-00181847 generates
5S7y4ullyyI-00889-00181848-00182207 a random number of events or rows
5S7y4ullyyI-00890-00182208-00182454 in the scaffold for each row in the
5S7y4ullyyI-00891-00182455-00182678 foreign table for each id
5S7y4ullyyI-00892-00182679-00182895 and so we say that the id column is the
5S7y4ullyyI-00893-00182896-00183087 one that we care about
5S7y4ullyyI-00894-00183088-00183254 the minimum number of times they could
5S7y4ullyyI-00895-00183255-00183502 go shopping is zero the maximum is five
5S7y4ullyyI-00896-00183503-00183671 proportions present is one so that's
5S7y4ullyyI-00897-00183672-00183871 just another way of specifying how many
5S7y4ullyyI-00898-00183872-00184063 of them had any shopping trips at all
5S7y4ullyyI-00899-00184064-00184223 but since we're allowing the minimum
5S7y4ullyyI-00900-00184224-00184383 count to be zero we don't need to worry
5S7y4ullyyI-00901-00184384-00184478 about that
5S7y4ullyyI-00902-00184479-00184711 and then we just we that gives us a
5S7y4ullyyI-00903-00184712-00184863 function remember this is a function
5S7y4ullyyI-00904-00184864-00185014 factory and so then we just
5S7y4ullyyI-00905-00185015-00185238 call that with our silly data that we
5S7y4ullyyI-00906-00185239-00185407 made before
5S7y4ullyyI-00907-00185408-00185566 and that gives us a scaffold table and
5S7y4ullyyI-00908-00185567-00185790 here we see this is how many of the
5S7y4ullyyI-00909-00185791-00185871 customers
5S7y4ullyyI-00910-00185872-00186175 are simulated to have each number of
5S7y4ullyyI-00911-00186176-00186431 shopping trips from one to five
5S7y4ullyyI-00912-00186432-00186790 and there were 500 separate customers in
5S7y4ullyyI-00913-00186791-00186823 the
5S7y4ullyyI-00914-00186824-00187014 data that we simulated if you call and
5S7y4ullyyI-00915-00187015-00187223 only 418 of them have
5S7y4ullyyI-00916-00187224-00187566 are appear in the in the scaffold at all
5S7y4ullyyI-00917-00187567-00187766 so we can see that it is the case that
5S7y4ullyyI-00918-00187767-00187943 some of them didn't go shopping like we
5S7y4ullyyI-00919-00187944-00188071 said
5S7y4ullyyI-00920-00188072-00188407 um so then the scaffolding join recipe
5S7y4ullyyI-00921-00188408-00188559 is gonna look pretty similar
5S7y4ullyyI-00922-00188560-00188711 to the recipe that we were talking
5S7y4ullyyI-00923-00188712-00188902 before again it's just a
5S7y4ullyyI-00924-00188903-00189271 table or a data frame with list columns
5S7y4ullyyI-00925-00189272-00189502 in fact most of some of them don't even
5S7y4ullyyI-00926-00189503-00189654 need to be list columns but
5S7y4ullyyI-00927-00189655-00189895 you just specify the name of the table
5S7y4ullyyI-00928-00189896-00190054 that the foreign key comes from
5S7y4ullyyI-00929-00190055-00190438 the name of the key in that table
5S7y4ullyyI-00930-00190439-00190623 the function that actually is going to
5S7y4ullyyI-00931-00190624-00190750 do the scaffolding
5S7y4ullyyI-00932-00190751-00191023 and then any additional arguments to
5S7y4ullyyI-00933-00191024-00191126 that function
5S7y4ullyyI-00934-00191127-00191519 and that um and that's it and we'll use
5S7y4ullyyI-00935-00191520-00191647 that in just a second
5S7y4ullyyI-00936-00191648-00191999 um and then
5S7y4ullyyI-00937-00192000-00192190 so this is just uh these are the
5S7y4ullyyI-00938-00192191-00192319 products that we're going to let them
5S7y4ullyyI-00939-00192320-00192575 buy
5S7y4ullyyI-00940-00192576-00192871 this is mostly here just for information
5S7y4ullyyI-00941-00192872-00193047 and then here's the ingredients of our
5S7y4ullyyI-00942-00193048-00193102 new
5S7y4ullyyI-00943-00193103-00193471 purchase you know our new purchase table
5S7y4ullyyI-00944-00193472-00193814 so we've got the buy date function uh
5S7y4ullyyI-00945-00193815-00194223 which takes the the scaffold um
5S7y4ullyyI-00946-00194224-00194535 and an end date and generates buy id
5S7y4ullyyI-00947-00194536-00194911 and buy date and then the prods function
5S7y4ullyyI-00948-00194912-00195287 which accepts something that comes out
5S7y4ullyyI-00949-00195288-00195343 of the
5S7y4ullyyI-00950-00195344-00195766 temp buys and
5S7y4ullyyI-00951-00195767-00196083 gives us product id and product
5S7y4ullyyI-00952-00196084-00196287 description okay and the reason that
5S7y4ullyyI-00953-00196288-00196414 that takes the thing that comes out of
5S7y4ullyyI-00954-00196415-00196663 temp buys is because as i said
5S7y4ullyyI-00955-00196664-00196871 not all of the products are always
5S7y4ullyyI-00956-00196872-00197007 available so we needed
5S7y4ullyyI-00957-00197008-00197247 by date we depend on by date which is
5S7y4ullyyI-00958-00197248-00197483 why that that's occurring there
5S7y4ullyyI-00959-00197484-00197790 um and then we've got
5S7y4ullyyI-00960-00197791-00198054 our recipe which looks the same as as
5S7y4ullyyI-00961-00198055-00198166 last time
5S7y4ullyyI-00962-00198167-00198463 uh and then we're gonna say gen rel join
5S7y4ullyyI-00963-00198464-00198543 table and then
5S7y4ullyyI-00964-00198544-00198702 the name is possible the names of these
5S7y4ullyyI-00965-00198703-00198854 functions will change by the time it
5S7y4ullyyI-00966-00198855-00198975 gets on crayon but that's what it's
5S7y4ullyyI-00967-00198976-00198999 called
5S7y4ullyyI-00968-00199000-00199247 right now we specify what i'm calling
5S7y4ullyyI-00969-00199248-00199431 the scaffolding join recipe so the
5S7y4ullyyI-00970-00199432-00199654 recipe for making the scaffold table
5S7y4ullyyI-00971-00199655-00199999 we specify the recipe for the new data
5S7y4ullyyI-00972-00200000-00200383 um and then we we specify the database
5S7y4ullyyI-00973-00200384-00200559 of things that have already been created
5S7y4ullyyI-00974-00200560-00200663 and you're not actually going to have to
5S7y4ullyyI-00975-00200664-00200775 call this
5S7y4ullyyI-00976-00200776-00200966 manually i'll show you that at the end
5S7y4ullyyI-00977-00200967-00201175 but this is how we get this piece of it
5S7y4ullyyI-00978-00201176-00201231 to work
5S7y4ullyyI-00979-00201232-00201550 and then there you go we've got id which
5S7y4ullyyI-00980-00201551-00201783 comes from the old that's the customer
5S7y4ullyyI-00981-00201784-00201926 id we got buy id
5S7y4ullyyI-00982-00201927-00202295 by date product id and description um
5S7y4ullyyI-00983-00202296-00202671 and we can see in this case this time
5S7y4ullyyI-00984-00202672-00203031 the uh first id went shopping a lot so
5S7y4ullyyI-00985-00203032-00203207 all four of these are in the
5S7y4ullyyI-00986-00203208-00203535 in the first um for the
5S7y4ullyyI-00987-00203536-00203838 for the first customer okay
5S7y4ullyyI-00988-00203839-00204150 so we've got a way to generate
5S7y4ullyyI-00989-00204151-00204431 a single table that relies on on other
5S7y4ullyyI-00990-00204432-00204487 tables
5S7y4ullyyI-00991-00204488-00204695 with this foreign key mechanism we have
5S7y4ullyyI-00992-00204696-00204982 a way of specifying tables that don't
5S7y4ullyyI-00993-00204983-00205206 rely on foreign keys so but we're
5S7y4ullyyI-00994-00205207-00205358 talking about this sort of
5S7y4ullyyI-00995-00205359-00205582 set of multiple tables so how do you do
5S7y4ullyyI-00996-00205583-00205710 that
5S7y4ullyyI-00997-00205711-00205966 well when you combine recipes you get a
5S7y4ullyyI-00998-00205967-00206062 cookbook
5S7y4ullyyI-00999-00206063-00206462 right and so uh the cookbook
5S7y4ullyyI-01000-00206463-00206614 is gonna do the same thing that we've
5S7y4ullyyI-01001-00206615-00206798 been doing this whole time
5S7y4ullyyI-01002-00206800-00207151 right which is it's another table
5S7y4ullyyI-01003-00207152-00207375 and it's just what table you're making
5S7y4ullyyI-01004-00207376-00207566 what the scaffolding recipe is what the
5S7y4ullyyI-01005-00207567-00207734 data recipe is and then the other thing
5S7y4ullyyI-01006-00207735-00207871 that it accepts which i didn't have time
5S7y4ullyyI-01007-00207871-00207982 to get into
5S7y4ullyyI-01008-00207983-00208303 is a recipe for missingness injections
5S7y4ullyyI-01009-00208304-00208431 so you can't actually
5S7y4ullyyI-01010-00208432-00208671 inject missingness after the simulation
5S7y4ullyyI-01011-00208671-00208831 step
5S7y4ullyyI-01012-00208832-00209006 at random or systematically or whatever
5S7y4ullyyI-01013-00209007-00209190 you want
5S7y4ullyyI-01014-00209191-00209551 and that is that supports that
5S7y4ullyyI-01015-00209552-00209758 and so then we just say gen data db and
5S7y4ullyyI-01016-00209759-00209951 we give the cookbook notice we're not
5S7y4ullyyI-01017-00209952-00210167 passing it any any of the data that
5S7y4ullyyI-01018-00210167-00210327 we've previously created so it's
5S7y4ullyyI-01019-00210328-00210439 actually going to create
5S7y4ullyyI-01020-00210440-00210791 these in order um and then if we just
5S7y4ullyyI-01021-00210792-00210951 look at the head of these we can see
5S7y4ullyyI-01022-00210952-00211015 that
5S7y4ullyyI-01023-00211016-00211310 you know again we've got these these
5S7y4ullyyI-01024-00211311-00211415 customers
5S7y4ullyyI-01025-00211416-00211751 and then their buys and that is it so
5S7y4ullyyI-01026-00211752-00211806 we've got
5S7y4ullyyI-01027-00211807-00212094 a cookbook that combines these recipes
5S7y4ullyyI-01028-00212096-00212198 um
5S7y4ullyyI-01029-00212200-00212479 that again we can we can customize all
5S7y4ullyyI-01030-00212480-00212542 these things
5S7y4ullyyI-01031-00212544-00212903 and that that is respectables in
5S7y4ullyyI-01032-00212904-00213231 just over 15 minutes so
5S7y4ullyyI-01033-00213232-00213479 again it will be on crayon it's not yet
5S7y4ullyyI-01034-00213480-00213655 but it is available on github and is
5S7y4ullyyI-01035-00213656-00213782 open source
5S7y4ullyyI-01036-00213783-00213998 and with that if there are any quick
5S7y4ullyyI-01037-00214000-00214142 questions i think i can
5S7y4ullyyI-01038-00214144-00214367 i can take those before the next talk so
5S7y4ullyyI-01039-00214367-00214455 thank you for
5S7y4ullyyI-01040-00214456-00215071 listening
5S7y4ullyyI-01041-00215071-00215351 thank you so much gabriel for the
5S7y4ullyyI-01042-00215352-00215427 presentation
5S7y4ullyyI-01043-00215428-00215682 [Music]
5S7y4ullyyI-01044-00215683-00215967 yeah yeah we'll
5S7y4ullyyI-01045-00215967-00216206 keep an eye on the questions from the
5S7y4ullyyI-01046-00216207-00216351 the audience and we'll
5S7y4ullyyI-01047-00216352-00216623 have them at the end of the the fourth
5S7y4ullyyI-01048-00216623-00216775 presentation so um
5S7y4ullyyI-01049-00216776-00216958 i'm going to quickly move to the next
5S7y4ullyyI-01050-00216959-00217158 presenter
5S7y4ullyyI-01051-00217159-00217463 peter messner so peter messner is going
5S7y4ullyyI-01052-00217464-00217519 to
5S7y4ullyyI-01053-00217519-00217806 talk to us about going big and fast uh
5S7y4ullyyI-01054-00217807-00217879 with
5S7y4ullyyI-01055-00217880-00218206 kafka package so peter is a consultant
5S7y4ullyyI-01056-00218207-00218382 that's what you're saying a long-term
5S7y4ullyyI-01057-00218383-00218655 long-time user and is both a package and
5S7y4ullyyI-01058-00218656-00218782 a book author
5S7y4ullyyI-01059-00218783-00219046 he's a data scientist scrapping veteran
5S7y4ullyyI-01060-00219048-00219094 and
5S7y4ullyyI-01061-00219096-00219367 also part of humber user meetup group
5S7y4ullyyI-01062-00219367-00219479 he's
5S7y4ullyyI-01063-00219480-00219694 had several years of experience in
5S7y4ullyyI-01064-00219696-00219894 analyzing and modeling data
5S7y4ullyyI-01065-00219896-00220134 and these days peter spends much time
5S7y4ullyyI-01066-00220135-00220303 supporting both the data centers and it
5S7y4ullyyI-01067-00220304-00220479 produces a technical expert in software
5S7y4ullyyI-01068-00220480-00220582 development
5S7y4ullyyI-01069-00220583-00220823 data pipelining and general i.t consult
5S7y4ullyyI-01070-00220823-00220927 consulting
5S7y4ullyyI-01071-00220928-00221215 so be thomas now this uh the flow is
5S7y4ullyyI-01072-00221216-00221279 just
5S7y4ullyyI-01073-00221280-00221567 go ahead present hello everyone welcome
5S7y4ullyyI-01074-00221567-00221615 to my
5S7y4ullyyI-01075-00221616-00221934 talk i'm going big and fast where i want
5S7y4ullyyI-01076-00221935-00222046 to talk about
5S7y4ullyyI-01077-00222048-00222446 the cuff gas package to access kafka
5S7y4ullyyI-01078-00222448-00222682 i'm peter meisner i'm a consultant at
5S7y4ullyyI-01079-00222683-00222894 virtusim
5S7y4ullyyI-01080-00222896-00223175 software consultancy are based in
5S7y4ullyyI-01081-00223176-00223239 germany
5S7y4ullyyI-01082-00223240-00223671 and romania and personally i tweeted
5S7y4ullyyI-01083-00223671-00223967 peterlof's data so let's get started
5S7y4ullyyI-01084-00223967-00224055 kafka ask
5S7y4ullyyI-01085-00224056-00224471 is an r package to connect to
5S7y4ullyyI-01086-00224471-00224839 a kafka cluster to read from kafka
5S7y4ullyyI-01087-00224840-00225158 and to write data
5S7y4ullyyI-01088-00225159-00225463 to kafka kafka is an industry standard
5S7y4ullyyI-01089-00225464-00225782 big data technology
5S7y4ullyyI-01090-00225783-00226071 and the package is available on on
5S7y4ullyyI-01091-00226071-00226158 github
5S7y4ullyyI-01092-00226159-00226598 at petermeisner kafkaesque
5S7y4ullyyI-01093-00226600-00226975 and you can install it easily with the
5S7y4ullyyI-01094-00226976-00227334 remote package using the install github
5S7y4ullyyI-01095-00227335-00227703 function why yet another package
5S7y4ullyyI-01096-00227704-00227975 there are two packages which also
5S7y4ullyyI-01097-00227976-00228063 provide
5S7y4ullyyI-01098-00228064-00228431 kafka access our kafka
5S7y4ullyyI-01099-00228432-00228758 and france our kafka is on
5S7y4ullyyI-01100-00228759-00229031 java based um served as a blueprint for
5S7y4ullyyI-01101-00229032-00229151 kafka ask
5S7y4ullyyI-01102-00229152-00229382 um unfortunately it's not maintained
5S7y4ullyyI-01103-00229383-00229527 anymore and does not work with
5S7y4ullyyI-01104-00229528-00229887 recent versions of kafka and there's
5S7y4ullyyI-01105-00229888-00230191 um franz francis on
5S7y4ullyyI-01106-00230192-00230519 github c plus plus based but
5S7y4ullyyI-01107-00230519-00230815 never got finished so what is this kafka
5S7y4ullyyI-01108-00230816-00231015 why should i even care
5S7y4ullyyI-01109-00231016-00231239 kafka is a message queue so you can put
5S7y4ullyyI-01110-00231240-00231406 in data and later on
5S7y4ullyyI-01111-00231407-00231703 um retrieve some data so first data in
5S7y4ullyyI-01112-00231704-00231855 first data out
5S7y4ullyyI-01113-00231856-00232127 um kafka is also lock so meaning it's
5S7y4ullyyI-01114-00232128-00232319 ordered it's persistent
5S7y4ullyyI-01115-00232319-00232687 maybe it has a timestamp
5S7y4ullyyI-01116-00232688-00232967 it's distributed over networks and
5S7y4ullyyI-01117-00232967-00233063 servers
5S7y4ullyyI-01118-00233064-00233398 it's fault tolerant um so your data is
5S7y4ullyyI-01119-00233400-00233439 safe
5S7y4ullyyI-01120-00233440-00233679 and the system will still work if parts
5S7y4ullyyI-01121-00233680-00233782 of the system
5S7y4ullyyI-01122-00233783-00234071 fail um kafka is scalable so you can
5S7y4ullyyI-01123-00234071-00234231 always add more servers
5S7y4ullyyI-01124-00234232-00234615 and get more performance out of it
5S7y4ullyyI-01125-00234616-00235055 it's asynchronous so um you can
5S7y4ullyyI-01126-00235056-00235303 you don't have to immediately consume
5S7y4ullyyI-01127-00235304-00235423 data
5S7y4ullyyI-01128-00235423-00235767 once it's put into queue but you can
5S7y4ullyyI-01129-00235767-00236071 decide when to consume the data
5S7y4ullyyI-01130-00236071-00236391 and it's a big data technology so you
5S7y4ullyyI-01131-00236392-00236431 can
5S7y4ullyyI-01132-00236432-00236694 think big you can think in high
5S7y4ullyyI-01133-00236696-00236839 throughput with
5S7y4ullyyI-01134-00236840-00237134 uh while having low latency at the same
5S7y4ullyyI-01135-00237135-00237319 moment
5S7y4ullyyI-01136-00237319-00237606 and it's a infrastructure technology so
5S7y4ullyyI-01137-00237607-00237710 think more of it
5S7y4ullyyI-01138-00237711-00238071 like a database than an r package
5S7y4ullyyI-01139-00238071-00238398 kafka consists of um
5S7y4ullyyI-01140-00238400-00238671 various parts so you you have the kafka
5S7y4ullyyI-01141-00238671-00238751 cluster
5S7y4ullyyI-01142-00238752-00239023 containing of multiple instances usually
5S7y4ullyyI-01143-00239023-00239063 of
5S7y4ullyyI-01144-00239064-00239398 kafka and there the data is stored data
5S7y4ullyyI-01145-00239400-00239471 is stored
5S7y4ullyyI-01146-00239471-00239831 in so-called topics think like database
5S7y4ullyyI-01147-00239832-00239894 tables
5S7y4ullyyI-01148-00239896-00240271 for data messages for data for for
5S7y4ullyyI-01149-00240271-00240439 messages
5S7y4ullyyI-01150-00240440-00240823 and those topics can be partitioned also
5S7y4ullyyI-01151-00240823-00241110 maybe by timestamp maybe by some
5S7y4ullyyI-01152-00241111-00241230 round-robin
5S7y4ullyyI-01153-00241231-00241615 um algorithm or maybe by a key
5S7y4ullyyI-01154-00241616-00241903 which you provide right so data from
5S7y4ullyyI-01155-00241904-00242127 germany goes in on one partition data
5S7y4ullyyI-01156-00242128-00242303 from france goes another partition and
5S7y4ullyyI-01157-00242304-00242455 things like that
5S7y4ullyyI-01158-00242456-00242663 then you have producers which can
5S7y4ullyyI-01159-00242664-00242791 connect to kafka
5S7y4ullyyI-01160-00242792-00243263 and put in data and you have consumers
5S7y4ullyyI-01161-00243264-00243655 which can also connect to kafka and can
5S7y4ullyyI-01162-00243656-00243934 consume data and both are just pieces of
5S7y4ullyyI-01163-00243935-00244103 software
5S7y4ullyyI-01164-00244104-00244494 okay but why should i care as a
5S7y4ullyyI-01165-00244496-00244894 data scientist right
5S7y4ullyyI-01166-00244896-00245206 kafka is open and language
5S7y4ullyyI-01167-00245207-00245591 agnostic um by nature so it makes it
5S7y4ullyyI-01168-00245592-00245839 ideal to
5S7y4ullyyI-01169-00245840-00246151 share data um with
5S7y4ullyyI-01170-00246152-00246382 other parts of the system of other users
5S7y4ullyyI-01171-00246383-00246567 with other languages
5S7y4ullyyI-01172-00246567-00246887 between software components or parts of
5S7y4ullyyI-01173-00246888-00247246 a software oit system so you can access
5S7y4ullyyI-01174-00247248-00247391 for example
5S7y4ullyyI-01175-00247392-00247703 data already ingested in kafka or you
5S7y4ullyyI-01176-00247704-00247951 can make it easy for producers of data
5S7y4ullyyI-01177-00247952-00248063 to share
5S7y4ullyyI-01178-00248064-00248342 data with you any other way around you
5S7y4ullyyI-01179-00248344-00248510 can have an easy time
5S7y4ullyyI-01180-00248511-00248782 sharing data with other parts of the
5S7y4ullyyI-01181-00248783-00248830 system
5S7y4ullyyI-01182-00248831-00249206 right kafka is
5S7y4ullyyI-01183-00249207-00249510 low latency high throughput which allows
5S7y4ullyyI-01184-00249511-00249806 to um use it for any kind of stream
5S7y4ullyyI-01185-00249807-00249919 processing
5S7y4ullyyI-01186-00249919-00250334 think real-time or near-time analytics
5S7y4ullyyI-01187-00250335-00250663 processing and data analytics
5S7y4ullyyI-01188-00250664-00251006 applications um it's distributed by
5S7y4ullyyI-01189-00251007-00251151 nature so you can
5S7y4ullyyI-01190-00251152-00251487 spread data you can also use it to
5S7y4ullyyI-01191-00251488-00251758 to spread tasks among our workers for
5S7y4ullyyI-01192-00251759-00251855 example
5S7y4ullyyI-01193-00251856-00252223 especially you can decoupled time and
5S7y4ullyyI-01194-00252223-00252415 location of data production
5S7y4ullyyI-01195-00252416-00252767 and time and location of
5S7y4ullyyI-01196-00252767-00253103 data consumption it does not have to be
5S7y4ullyyI-01197-00253104-00253423 the same server it does not have to be
5S7y4ullyyI-01198-00253423-00253782 right now right um
5S7y4ullyyI-01199-00253783-00254039 kafka's fault tolerant and and comes
5S7y4ullyyI-01200-00254040-00254223 with some data persistence
5S7y4ullyyI-01201-00254223-00254575 guarantees um making it
5S7y4ullyyI-01202-00254576-00254967 a nice tool for debugging for also
5S7y4ullyyI-01203-00254967-00255127 exploring data
5S7y4ullyyI-01204-00255128-00255494 after the fact and replaying data if
5S7y4ullyyI-01205-00255496-00255623 needed
5S7y4ullyyI-01206-00255623-00255982 and for auditing
5S7y4ullyyI-01207-00255983-00256287 purposes so if you have to prove that
5S7y4ullyyI-01208-00256288-00256598 things in your system have happened
5S7y4ullyyI-01209-00256600-00256967 or you have to have a way to
5S7y4ullyyI-01210-00256967-00257294 see what happened when and where
5S7y4ullyyI-01211-00257296-00257694 um kafka might be a good choice
5S7y4ullyyI-01212-00257696-00257975 since kafka is a great uh good thing
5S7y4ullyyI-01213-00257976-00258287 that is a package for that
5S7y4ullyyI-01214-00258288-00258591 um kafka ask binds to
5S7y4ullyyI-01215-00258592-00258846 kafka's native java libraries kafka is
5S7y4ullyyI-01216-00258848-00258942 written in java
5S7y4ullyyI-01217-00258944-00259271 and scala kafkas uses
5S7y4ullyyI-01218-00259271-00259694 r java um for our java communication
5S7y4ullyyI-01219-00259696-00259982 and itself only depends on json lite
5S7y4ullyyI-01220-00259983-00260094 data table and macro
5S7y4ullyyI-01221-00260096-00260551 r and r6 and has also light dependency
5S7y4ullyyI-01222-00260552-00261103 in the java libraries ram
5S7y4ullyyI-01223-00261104-00261882 now let's have a live demo of the
5S7y4ullyyI-01224-00261883-00262055 package
5S7y4ullyyI-01225-00262056-00262239 the first thing we have to do is
5S7y4ullyyI-01226-00262240-00262479 actually spin up
5S7y4ullyyI-01227-00262480-00262806 a kafka cluster um i prepared the docker
5S7y4ullyyI-01228-00262807-00262903 container for this
5S7y4ullyyI-01229-00262904-00263327 um starting zookeeper and kafka
5S7y4ullyyI-01230-00263328-00263679 and adding some some messages into
5S7y4ullyyI-01231-00263680-00264430 the system
5S7y4ullyyI-01232-00264431-00264719 next we can go into r we load the
5S7y4ullyyI-01233-00264720-00264839 library
5S7y4ullyyI-01234-00264840-00265319 we create a consumer object spin it up
5S7y4ullyyI-01235-00265320-00265703 let it connect to kafka which retrieve
5S7y4ullyyI-01236-00265704-00266015 a topic list we subscribe to
5S7y4ullyyI-01237-00266016-00266351 a specific topic and then we start
5S7y4ullyyI-01238-00266352-00266671 consuming messages one
5S7y4ullyyI-01239-00266672-00267039 by one seeing that a message
5S7y4ullyyI-01240-00267040-00267351 actually consists of a topic and a key
5S7y4ullyyI-01241-00267352-00267703 and partition number a specific offset a
5S7y4ullyyI-01242-00267704-00267991 timestamp when the message was created
5S7y4ullyyI-01243-00267992-00268303 and here we see
5S7y4ullyyI-01244-00268304-00268647 the message value
5S7y4ullyyI-01245-00268648-00268927 instead of consuming messages one by one
5S7y4ullyyI-01246-00268928-00268982 we can
5S7y4ullyyI-01247-00268983-00269415 also use another pattern we
5S7y4ullyyI-01248-00269416-00269791 start a consumer spin it up subscribe
5S7y4ullyyI-01249-00269792-00270191 to a topic
5S7y4ullyyI-01250-00270192-00270527 and then we use the consumer's consume
5S7y4ullyyI-01251-00270528-00271023 loop method to
5S7y4ullyyI-01252-00271024-00271415 loop and constantly consume
5S7y4ullyyI-01253-00271416-00271751 messages one by one
5S7y4ullyyI-01254-00271752-00271958 so this will take some time so we want
5S7y4ullyyI-01255-00271959-00272223 to consume 10 000 messages
5S7y4ullyyI-01256-00272224-00272606 um it's done now um we consumed the
5S7y4ullyyI-01257-00272607-00272934 messages we also did some aggregations
5S7y4ullyyI-01258-00272935-00273215 and we see that consuming 10000 measures
5S7y4ullyyI-01259-00273216-00273367 it messages
5S7y4ullyyI-01260-00273368-00273823 took us around about 11 seconds
5S7y4ullyyI-01261-00273824-00274127 in the last example we consumed the
5S7y4ullyyI-01262-00274128-00274382 and processed the messages one by one
5S7y4ullyyI-01263-00274383-00274599 but we don't have to do it that way so
5S7y4ullyyI-01264-00274600-00274927 kafka provides a way to consume messages
5S7y4ullyyI-01265-00274928-00275271 in batches and i prepared an example
5S7y4ullyyI-01266-00275272-00275647 and let's see how fast
5S7y4ullyyI-01267-00275648-00275882 this is consuming the same amount of
5S7y4ullyyI-01268-00275883-00276030 messages
5S7y4ullyyI-01269-00276031-00276455 and it only took 0.69
5S7y4ullyyI-01270-00276456-00276982 seconds to consume 10 000 messages
5S7y4ullyyI-01271-00276983-00277399 producing messages is easy as well we
5S7y4ullyyI-01272-00277400-00277719 load the library we create producer
5S7y4ullyyI-01273-00277720-00277839 object
5S7y4ullyyI-01274-00277840-00278175 start it up and immediately
5S7y4ullyyI-01275-00278176-00278534 can send messages to kafka
5S7y4ullyyI-01276-00278535-00278871 to specific topics last but not least
5S7y4ullyyI-01277-00278872-00278975 let's have an
5S7y4ullyyI-01278-00278976-00279295 example showing real-time interaction
5S7y4ullyyI-01279-00279296-00279406 between consumer
5S7y4ullyyI-01280-00279407-00279766 and producer for this i prepared
5S7y4ullyyI-01281-00279767-00279999 [Music]
5S7y4ullyyI-01282-00280000-00280295 a consumer application um just printing
5S7y4ullyyI-01283-00280296-00280463 out message values
5S7y4ullyyI-01284-00280464-00280847 and the producer application
5S7y4ullyyI-01285-00280848-00281199 putting messages into the user
5S7y4ullyyI-01286-00281200-00281421 user 2021 um
5S7y4ullyyI-01287-00281422-00281558 [Music]
5S7y4ullyyI-01288-00281559-00282327 topic
5S7y4ullyyI-01289-00282328-00282743 now i switch to the command line i
5S7y4ullyyI-01290-00282744-00283079 spin up my demo consumer
5S7y4ullyyI-01291-00283080-00283415 application and i spin up
5S7y4ullyyI-01292-00283416-00283727 my producer
5S7y4ullyyI-01293-00283728-00283982 we see the consumer already has consumed
5S7y4ullyyI-01294-00283983-00284110 some some messages
5S7y4ullyyI-01295-00284111-00284319 and now the producer will produce
5S7y4ullyyI-01296-00284320-00284479 messages as well
5S7y4ullyyI-01297-00284480-00284830 and consumers should pick it up
5S7y4ullyyI-01298-00284831-00285167 and this is what we are actually
5S7y4ullyyI-01299-00285168-00285527 seeing so a constant stream of messages
5S7y4ullyyI-01300-00285528-00285758 is consumed or is produced by the
5S7y4ullyyI-01301-00285759-00285919 producer and the constant stream of
5S7y4ullyyI-01302-00285920-00286015 messages
5S7y4ullyyI-01303-00286016-00286391 is consumed by the
5S7y4ullyyI-01304-00286392-00286695 consumer so we if we stop stop the
5S7y4ullyyI-01305-00286696-00286815 producer
5S7y4ullyyI-01306-00286816-00287215 then the consumer should also
5S7y4ullyyI-01307-00287216-00287471 stop printing out messages and we if we
5S7y4ullyyI-01308-00287472-00287703 started again
5S7y4ullyyI-01309-00287704-00288087 then this should start to
5S7y4ullyyI-01310-00288088-00288879 work again
5S7y4ullyyI-01311-00288880-00289079 so this was a quick live demo showing
5S7y4ullyyI-01312-00289080-00289287 what the package can do
5S7y4ullyyI-01313-00289288-00289599 and how it works how you can use it
5S7y4ullyyI-01314-00289600-00289951 for your analytics pipelines
5S7y4ullyyI-01315-00289952-00290319 and there's more to it
5S7y4ullyyI-01316-00290320-00290623 you can tweak how
5S7y4ullyyI-01317-00290624-00291030 kafka behaves or you can add partitions
5S7y4ullyyI-01318-00291031-00291358 to topics to
5S7y4ullyyI-01319-00291359-00291599 make use of user groups um of consumer
5S7y4ullyyI-01320-00291600-00291727 groups
5S7y4ullyyI-01321-00291728-00292023 and so on but for live demo i think this
5S7y4ullyyI-01322-00292024-00292191 should be all for now
5S7y4ullyyI-01323-00292192-00292430 having talked about kafka having um
5S7y4ullyyI-01324-00292431-00292551 talked about the package
5S7y4ullyyI-01325-00292552-00292854 and having to uh having had live demo
5S7y4ullyyI-01326-00292855-00292999 it's time to
5S7y4ullyyI-01327-00293000-00293527 look back um so a lot of the work on
5S7y4ullyyI-01328-00293528-00293854 on the package was um connecting r with
5S7y4ullyyI-01329-00293855-00294254 java which was actually better than
5S7y4ullyyI-01330-00294255-00294606 our java's reputation so it's doable
5S7y4ullyyI-01331-00294607-00294751 it's a little bit low code
5S7y4ullyyI-01332-00294752-00295030 um everything is typed and you are kind
5S7y4ullyyI-01333-00295031-00295247 of restricted to method calls and
5S7y4ullyyI-01334-00295248-00295391 scalars and vectors
5S7y4ullyyI-01335-00295392-00295710 but it's basically it is okay i
5S7y4ullyyI-01336-00295711-00295999 advise to um if you'd want to do it
5S7y4ullyyI-01337-00296000-00296143 something like that on your own
5S7y4ullyyI-01338-00296144-00296479 to do uh to use a project as blueprint
5S7y4ullyyI-01339-00296480-00296799 um i did it um
5S7y4ullyyI-01340-00296800-00297158 you can use kafka as a as a blueprint
5S7y4ullyyI-01341-00297159-00297471 and i'd suggest using this code for for
5S7y4ullyyI-01342-00297472-00297703 java development
5S7y4ullyyI-01343-00297704-00298263 this was quite easy
5S7y4ullyyI-01344-00298264-00298599 concerning um putting um the the package
5S7y4ullyyI-01345-00298600-00298703 on gran
5S7y4ullyyI-01346-00298704-00299071 it's not done if it's not on gran
5S7y4ullyyI-01347-00299072-00299382 um this was kind of a of a bummer um
5S7y4ullyyI-01348-00299383-00299623 i i tried to put it on grant but uh
5S7y4ullyyI-01349-00299624-00299863 basically the um
5S7y4ullyyI-01350-00299864-00300158 package and the java dependencies sum up
5S7y4ullyyI-01351-00300159-00300191 to
5S7y4ullyyI-01352-00300192-00300495 something like 11 megabytes and um
5S7y4ullyyI-01353-00300496-00300815 grant has some strict uh packet size
5S7y4ullyyI-01354-00300816-00301230 restrictions um
5S7y4ullyyI-01355-00301231-00301558 yeah so um the only way for me
5S7y4ullyyI-01356-00301559-00301951 is um to develop my own
5S7y4ullyyI-01357-00301952-00302295 downloading java dependency downloading
5S7y4ullyyI-01358-00302296-00302623 um routines or functions
5S7y4ullyyI-01359-00302624-00302799 which i'm a little bit hesitant because
5S7y4ullyyI-01360-00302800-00303047 i think there should be a common way
5S7y4ullyyI-01361-00303048-00303271 to do it so maybe in the future we can
5S7y4ullyyI-01362-00303272-00303415 have something like that or can
5S7y4ullyyI-01363-00303416-00303710 can work as a community on on um
5S7y4ullyyI-01364-00303711-00303919 something like that so this would make
5S7y4ullyyI-01365-00303920-00304271 life much easier um to conclude kafka is
5S7y4ullyyI-01366-00304272-00304423 a solid technology
5S7y4ullyyI-01367-00304424-00304647 with use cases also on data science data
5S7y4ullyyI-01368-00304648-00304767 analytics
5S7y4ullyyI-01369-00304768-00305134 um and also kafka s
5S7y4ullyyI-01370-00305135-00305367 might be a little bit limited to text
5S7y4ullyyI-01371-00305368-00305543 data at the moment
5S7y4ullyyI-01372-00305544-00305854 um it can be extended and it's
5S7y4ullyyI-01373-00305855-00306071 at the moment the the only working r
5S7y4ullyyI-01374-00306072-00306230 binding for kafka
5S7y4ullyyI-01375-00306231-00306543 allowing the r community um to
5S7y4ullyyI-01376-00306544-00306887 control all major kafka api endpoints um
5S7y4ullyyI-01377-00306888-00307134 allowing your community to have access
5S7y4ullyyI-01378-00307135-00307215 to this
5S7y4ullyyI-01379-00307216-00307554 industry standard big data
5S7y4ullyyI-01380-00307555-00307943 technology um thanks everyone um
5S7y4ullyyI-01381-00307944-00308263 that's all from me um
5S7y4ullyyI-01382-00308264-00308727 see you bye bye
5S7y4ullyyI-01383-00308728-00308903 thank you thank you so much peter for
5S7y4ullyyI-01384-00308904-00309127 the nice presentation i think
5S7y4ullyyI-01385-00309128-00309510 we like have a couple of minutes maybe
5S7y4ullyyI-01386-00309511-00309639 you could have a question or two but i
5S7y4ullyyI-01387-00309640-00309806 think we could just quickly move to the
5S7y4ullyyI-01388-00309807-00309982 last presentation so that we can have
5S7y4ullyyI-01389-00309983-00310095 time for
5S7y4ullyyI-01390-00310096-00310510 more questions okay so uh
5S7y4ullyyI-01391-00310511-00310863 great so um our last presentation
5S7y4ullyyI-01392-00310864-00311206 is title scaling art for enterprise and
5S7y4ullyyI-01393-00311207-00311510 our presenter is uh mark honig so mark
5S7y4ullyyI-01394-00311511-00311639 is a senior director of product
5S7y4ullyyI-01395-00311640-00311719 management
5S7y4ullyyI-01396-00311720-00312063 for oracle machine learning and he has
5S7y4ullyyI-01397-00312064-00312239 over 20 years experience integrating and
5S7y4ullyyI-01398-00312240-00312406 leveraging machine learning with oracle
5S7y4ullyyI-01399-00312407-00312534 technologies
5S7y4ullyyI-01400-00312535-00312703 working with both internal and external
5S7y4ullyyI-01401-00312704-00312863 customers so
5S7y4ullyyI-01402-00312864-00313047 actually mark honnik is the oracle
5S7y4ullyyI-01403-00313048-00313191 representative on the art consortium
5S7y4ullyyI-01404-00313192-00313334 board of directors and the
5S7y4ullyyI-01405-00313335-00313503 marketplace that take the floor and
5S7y4ullyyI-01406-00313504-00313639 present
5S7y4ullyyI-01407-00313640-00313847 hello and welcome to this session on
5S7y4ullyyI-01408-00313848-00314079 scaling r for enterprise data
5S7y4ullyyI-01409-00314080-00314263 my name is mark hornick senior director
5S7y4ullyyI-01410-00314264-00314423 of oracle machine learning product
5S7y4ullyyI-01411-00314424-00314558 management
5S7y4ullyyI-01412-00314559-00314791 r is a powerful analytical tool that's
5S7y4ullyyI-01413-00314792-00314991 made significant performance gains
5S7y4ullyyI-01414-00314992-00315279 with each new release however with ever
5S7y4ullyyI-01415-00315280-00315454 increasing data volumes it can be the
5S7y4ullyyI-01416-00315455-00315623 data itself that poses some of the
5S7y4ullyyI-01417-00315624-00315799 biggest challenges
5S7y4ullyyI-01418-00315800-00316047 what can we do to avoid or minimize
5S7y4ullyyI-01419-00316048-00316263 moving data yet still get the benefits
5S7y4ullyyI-01420-00316264-00316358 of r
5S7y4ullyyI-01421-00316359-00316567 as we discuss in this session oracle
5S7y4ullyyI-01422-00316568-00316727 machine learning for r enables you to
5S7y4ullyyI-01423-00316728-00316951 work with database tables and views
5S7y4ullyyI-01424-00316952-00317206 using familiar r syntax and functions
5S7y4ullyyI-01425-00317207-00317543 among other capabilities
5S7y4ullyyI-01426-00317544-00317727 let's first take a look at some common
5S7y4ullyyI-01427-00317728-00318006 enterprise machine learning pain points
5S7y4ullyyI-01428-00318007-00318223 common themes include data access
5S7y4ullyyI-01429-00318224-00318463 latency taking too long to get or load
5S7y4ullyyI-01430-00318464-00318551 data
5S7y4ullyyI-01431-00318552-00318758 sometimes data access requires making
5S7y4ullyyI-01432-00318759-00318879 explicit requests
5S7y4ullyyI-01433-00318880-00319134 to dbas for data extracts and it may
5S7y4ullyyI-01434-00319135-00319334 take a few iterations to get the needed
5S7y4ullyyI-01435-00319335-00319439 data
5S7y4ullyyI-01436-00319440-00319639 users may have programmatic access to
5S7y4ullyyI-01437-00319640-00319863 data sources but this still requires
5S7y4ullyyI-01438-00319864-00320095 pulling data to separate analytical
5S7y4ullyyI-01439-00320096-00320223 engines
5S7y4ullyyI-01440-00320224-00320439 next is a lack of scalability and
5S7y4ullyyI-01441-00320440-00320551 performance
5S7y4ullyyI-01442-00320552-00320815 does all the data fit into memory can
5S7y4ullyyI-01443-00320816-00321006 the algorithms take advantage of
5S7y4ullyyI-01444-00321007-00321239 multiple cpus
5S7y4ullyyI-01445-00321240-00321567 another issue is complexity
5S7y4ullyyI-01446-00321568-00321815 and the time it takes to put models into
5S7y4ullyyI-01447-00321816-00321934 production
5S7y4ullyyI-01448-00321935-00322103 you've likely heard the statistic that
5S7y4ullyyI-01449-00322104-00322382 87 of data science projects fail to make
5S7y4ullyyI-01450-00322383-00322591 it to production or that only 20 percent
5S7y4ullyyI-01451-00322592-00322775 of such projects will deliver business
5S7y4ullyyI-01452-00322776-00322903 outcomes
5S7y4ullyyI-01453-00322904-00323103 deployment complexity contributes to
5S7y4ullyyI-01454-00323104-00323254 these statistics
5S7y4ullyyI-01455-00323255-00323439 in other cases there are concerns about
5S7y4ullyyI-01456-00323440-00323679 data security backup and recovery
5S7y4ullyyI-01457-00323680-00323863 how are copies of data managed and
5S7y4ullyyI-01458-00323864-00324143 secured in deployed solutions how well
5S7y4ullyyI-01459-00324144-00324375 is backup and recovery addressed and
5S7y4ullyyI-01460-00324376-00324471 tested
5S7y4ullyyI-01461-00324472-00324799 let's look at a few specific scenarios
5S7y4ullyyI-01462-00324800-00325030 when it comes to enterprise data data
5S7y4ullyyI-01463-00325031-00325206 scientists commonly deal with
5S7y4ullyyI-01464-00325207-00325391 multi-gigabyte data sets
5S7y4ullyyI-01465-00325392-00325703 likely several of them just loading data
5S7y4ullyyI-01466-00325704-00325903 into r memory can take a surprising
5S7y4ullyyI-01467-00325904-00326030 amount of time
5S7y4ullyyI-01468-00326031-00326303 for example using read csv on a gaming
5S7y4ullyyI-01469-00326304-00326527 pc with 16 gig of ram
5S7y4ullyyI-01470-00326528-00326806 to load a 4 gigabyte csv file of 6
5S7y4ullyyI-01471-00326807-00327023 columns and 100 million rows as a
5S7y4ullyyI-01472-00327024-00327127 baseline
5S7y4ullyyI-01473-00327128-00327391 took 8 minutes so doing that too
5S7y4ullyyI-01474-00327392-00327503 frequently could affect your
5S7y4ullyyI-01475-00327504-00327630 productivity
5S7y4ullyyI-01476-00327631-00327991 assuming linear scaling a 16 gig file
5S7y4ullyyI-01477-00327992-00328182 would be expected to take over half an
5S7y4ullyyI-01478-00328183-00328447 hour and a 32 gig file
5S7y4ullyyI-01479-00328448-00328751 could take over an hour now we can also
5S7y4ullyyI-01480-00328752-00328982 use the data table package with read
5S7y4ullyyI-01481-00328983-00329039 table
5S7y4ullyyI-01482-00329040-00329278 to do significantly better but this is
5S7y4ullyyI-01483-00329279-00329430 still not ideal
5S7y4ullyyI-01484-00329431-00329743 and we still have a 3.6 gig r
5S7y4ullyyI-01485-00329744-00330039 data frame in memory more advanced
5S7y4ullyyI-01486-00330040-00330191 packages like vroom
5S7y4ullyyI-01487-00330192-00330510 don't load the entire file but instead
5S7y4ullyyI-01488-00330511-00330743 index where each record is located and
5S7y4ullyyI-01489-00330744-00330863 data is read
5S7y4ullyyI-01490-00330864-00331087 when you use it but this has some
5S7y4ullyyI-01491-00331088-00331263 drawbacks as well
5S7y4ullyyI-01492-00331264-00331439 jim hester has some excellent videos
5S7y4ullyyI-01493-00331440-00331630 analyzing the performance benefits
5S7y4ullyyI-01494-00331631-00331919 of room you should check them out the
5S7y4ullyyI-01495-00331920-00332039 sampling dilemma
5S7y4ullyyI-01496-00332040-00332295 we're faced with is to fit in memory
5S7y4ullyyI-01497-00332296-00332478 data needs to be sampled
5S7y4ullyyI-01498-00332479-00332727 but to be sampled data needs to fit in
5S7y4ullyyI-01499-00332728-00332815 memory
5S7y4ullyyI-01500-00332816-00333078 ideally you'd be able to determine your
5S7y4ullyyI-01501-00333079-00333134 sample
5S7y4ullyyI-01502-00333135-00333406 at the source and pull exactly the
5S7y4ullyyI-01503-00333407-00333806 subset of data you're interested in
5S7y4ullyyI-01504-00333807-00334015 newer capabilities like those found in
5S7y4ullyyI-01505-00334016-00334175 the room package
5S7y4ullyyI-01506-00334176-00334423 have many benefits in this space but not
5S7y4ullyyI-01507-00334424-00334775 necessarily for database data
5S7y4ullyyI-01508-00334776-00335030 now deploying a solution often involves
5S7y4ullyyI-01509-00335031-00335215 a job scheduling environment
5S7y4ullyyI-01510-00335216-00335503 and then starting the r engine we then
5S7y4ullyyI-01511-00335504-00335654 load the r script
5S7y4ullyyI-01512-00335655-00335927 and likely need to load source data for
5S7y4ullyyI-01513-00335928-00336167 model building or data scoring
5S7y4ullyyI-01514-00336168-00336406 and possibly writing or reading models
5S7y4ullyyI-01515-00336407-00336719 or other objects to and from our data
5S7y4ullyyI-01516-00336720-00336927 we might store results back to the data
5S7y4ullyyI-01517-00336928-00337158 source perhaps programmatically
5S7y4ullyyI-01518-00337159-00337478 and finally we stop the r engine until
5S7y4ullyyI-01519-00337479-00337791 the next time this needs to be run so
5S7y4ullyyI-01520-00337792-00338078 while deployment complexity may vary
5S7y4ullyyI-01521-00338079-00338303 there are at least a few potential
5S7y4ullyyI-01522-00338304-00338463 failure conditions that need to be
5S7y4ullyyI-01523-00338464-00338630 accounted for
5S7y4ullyyI-01524-00338631-00338791 so we overcome these and other
5S7y4ullyyI-01525-00338792-00338999 challenges for users by leveraging
5S7y4ullyyI-01526-00339000-00339247 oracle database as a high performance
5S7y4ullyyI-01527-00339248-00339391 compute engine
5S7y4ullyyI-01528-00339392-00339630 oml for r provides immediate access to
5S7y4ullyyI-01529-00339631-00339782 database tables and views
5S7y4ullyyI-01530-00339783-00340063 using our data frame proxy objects these
5S7y4ullyyI-01531-00340064-00340287 proxy objects overload familiar r
5S7y4ullyyI-01532-00340288-00340430 functions that produce sql
5S7y4ullyyI-01533-00340431-00340647 transparently behind the scenes for
5S7y4ullyyI-01534-00340648-00340823 scalable and high performance in
5S7y4ullyyI-01535-00340824-00340967 database processing
5S7y4ullyyI-01536-00340968-00341263 without moving data to a separate server
5S7y4ullyyI-01537-00341264-00341463 in database parallelized and distributed
5S7y4ullyyI-01538-00341464-00341623 machine learning algorithms further
5S7y4ullyyI-01539-00341624-00341799 eliminate data movement and take
5S7y4ullyyI-01540-00341800-00341951 advantage of multi-node and
5S7y4ullyyI-01541-00341952-00342167 multiprocessor hardware
5S7y4ullyyI-01542-00342168-00342358 our users can create and store
5S7y4ullyyI-01543-00342359-00342615 user-defined r functions as well as r
5S7y4ullyyI-01544-00342616-00342927 objects like ml models in the database
5S7y4ullyyI-01545-00342928-00343110 avoiding the need to manage and keep
5S7y4ullyyI-01546-00343111-00343303 track of separate flat files with
5S7y4ullyyI-01547-00343304-00343487 deployed solutions
5S7y4ullyyI-01548-00343488-00343687 for enterprise application and dashboard
5S7y4ullyyI-01549-00343688-00343791 developers
5S7y4ullyyI-01550-00343792-00344039 accessing database data and results via
5S7y4ullyyI-01551-00344040-00344095 sql
5S7y4ullyyI-01552-00344096-00344351 is pretty much routine so the ability to
5S7y4ullyyI-01553-00344352-00344630 invoke user-defined r functions from sql
5S7y4ullyyI-01554-00344631-00344823 can speed production deployment
5S7y4ullyyI-01555-00344824-00345015 in the final stretches of an r-based
5S7y4ullyyI-01556-00345016-00345134 project
5S7y4ullyyI-01557-00345135-00345358 using proxy objects in the transparency
5S7y4ullyyI-01558-00345359-00345615 layer users operate on database data
5S7y4ullyyI-01559-00345616-00345823 with familiar r syntax and overloaded
5S7y4ullyyI-01560-00345824-00345910 functions
5S7y4ullyyI-01561-00345911-00346143 by using query optimization column
5S7y4ullyyI-01562-00346144-00346223 indexes
5S7y4ullyyI-01563-00346224-00346487 data parallelism and even storage level
5S7y4ullyyI-01564-00346488-00346599 partitioning
5S7y4ullyyI-01565-00346600-00346895 that benefits sql query performance data
5S7y4ullyyI-01566-00346896-00347167 exploration and preparation from r gains
5S7y4ullyyI-01567-00347168-00347334 similar benefits
5S7y4ullyyI-01568-00347335-00347534 in database algorithms are exposed
5S7y4ullyyI-01569-00347535-00347703 through familiar and seamless r
5S7y4ullyyI-01570-00347704-00347975 interfaces that operate on proxy objects
5S7y4ullyyI-01571-00347976-00348047 and use the
5S7y4ullyyI-01572-00348048-00348343 r formula specification the resulting
5S7y4ullyyI-01573-00348344-00348447 models reside
5S7y4ullyyI-01574-00348448-00348639 in the database as well with their own
5S7y4ullyyI-01575-00348640-00348767 proxy objects
5S7y4ullyyI-01576-00348768-00349023 both for prediction and inspecting model
5S7y4ullyyI-01577-00349024-00349191 details
5S7y4ullyyI-01578-00349192-00349343 through embedded r execution
5S7y4ullyyI-01579-00349344-00349591 user-defined r functions can be invoked
5S7y4ullyyI-01580-00349592-00349663 on database
5S7y4ullyyI-01581-00349664-00349854 environment spawned and controlled r
5S7y4ullyyI-01582-00349855-00349967 engines
5S7y4ullyyI-01583-00349968-00350199 there's no need for configuring parallel
5S7y4ullyyI-01584-00350200-00350382 environments or frameworks
5S7y4ullyyI-01585-00350383-00350615 embedded our execution simplifies data
5S7y4ullyyI-01586-00350616-00350927 parallel and task parallel processing
5S7y4ullyyI-01587-00350928-00351230 so how do we do this omel for r
5S7y4ullyyI-01588-00351231-00351487 introduces proxy objects that behave as
5S7y4ullyyI-01589-00351488-00351703 our data frames but mapped to database
5S7y4ullyyI-01590-00351704-00351839 tables and views
5S7y4ullyyI-01591-00351840-00352119 here we show how the proxyore frame is a
5S7y4ullyyI-01592-00352120-00352375 subclass of rsdataframe class
5S7y4ullyyI-01593-00352376-00352575 while the r dataframe contains the
5S7y4ullyyI-01594-00352576-00352678 actual data
5S7y4ullyyI-01595-00352679-00352910 the proxy object contains metadata
5S7y4ullyyI-01596-00352911-00353054 including a reference
5S7y4ullyyI-01597-00353055-00353487 or query to the data table or view
5S7y4ullyyI-01598-00353488-00353678 regarding benefits of all ml for r
5S7y4ullyyI-01599-00353679-00353903 algorithms consider this example
5S7y4ullyyI-01600-00353904-00354182 we built an r-linear model using lm on a
5S7y4ullyyI-01601-00354183-00354391 100 million row database table with
5S7y4ullyyI-01602-00354392-00354543 seven variables
5S7y4ullyyI-01603-00354544-00354775 to predict arrival delay from on-time
5S7y4ullyyI-01604-00354776-00354910 flight data
5S7y4ullyyI-01605-00354911-00355254 our vm has 32 cores and 2.8 terabytes of
5S7y4ullyyI-01606-00355255-00355391 ram
5S7y4ullyyI-01607-00355392-00355695 this required loading 7.6 gigabytes of
5S7y4ullyyI-01608-00355696-00355743 data
5S7y4ullyyI-01609-00355744-00356023 which took about 21 minutes building the
5S7y4ullyyI-01610-00356024-00356127 lm model
5S7y4ullyyI-01611-00356128-00356463 single threaded took 38 minutes
5S7y4ullyyI-01612-00356464-00356743 total time to get the first model was 58
5S7y4ullyyI-01613-00356744-00356806 minutes
5S7y4ullyyI-01614-00356807-00357039 using models that operate where the data
5S7y4ullyyI-01615-00357040-00357327 exists in the database with oml4r
5S7y4ullyyI-01616-00357328-00357567 even when run single threaded we see a
5S7y4ullyyI-01617-00357568-00357806 1.6x performance improvement
5S7y4ullyyI-01618-00357807-00358015 simply because we didn't need to move
5S7y4ullyyI-01619-00358016-00358247 the data to a separate analytical engine
5S7y4ullyyI-01620-00358248-00358439 but as we increase the number of threads
5S7y4ullyyI-01621-00358440-00358567 to 64
5S7y4ullyyI-01622-00358568-00358863 parallelism brings the initial hour down
5S7y4ullyyI-01623-00358864-00359015 to 1.3 minutes
5S7y4ullyyI-01624-00359016-00359471 for a 42 times performance improvement
5S7y4ullyyI-01625-00359472-00359671 many factors affect machine learning
5S7y4ullyyI-01626-00359672-00359919 performance not just data volume but
5S7y4ullyyI-01627-00359920-00360087 also algorithm choice
5S7y4ullyyI-01628-00360088-00360271 number of concurrent users and load on
5S7y4ullyyI-01629-00360272-00360534 the system as well as available hardware
5S7y4ullyyI-01630-00360535-00360758 as we see here the combination of in
5S7y4ullyyI-01631-00360759-00360975 database parallel computation
5S7y4ullyyI-01632-00360976-00361191 and no data movement has significant
5S7y4ullyyI-01633-00361192-00361310 benefits
5S7y4ullyyI-01634-00361311-00361510 this plot shows essentially linear
5S7y4ullyyI-01635-00361511-00361647 scalability across
5S7y4ullyyI-01636-00361648-00361839 multiple in-database classification
5S7y4ullyyI-01637-00361840-00361958 algorithms
5S7y4ullyyI-01638-00361959-00362199 with data ranging from 100 million to
5S7y4ullyyI-01639-00362200-00362382 800 million rows
5S7y4ullyyI-01640-00362383-00362591 at the high end we build a naive bayes
5S7y4ullyyI-01641-00362592-00362806 model on 800 million rows
5S7y4ullyyI-01642-00362807-00363030 in just over two minutes and an svm
5S7y4ullyyI-01643-00363031-00363287 model in under 16.
5S7y4ullyyI-01644-00363288-00363478 these results were run on oracle
5S7y4ullyyI-01645-00363479-00363710 autonomous database in the oracle cloud
5S7y4ullyyI-01646-00363711-00364006 using oml for sql our sql interface to
5S7y4ullyyI-01647-00364007-00364199 the in database algorithms
5S7y4ullyyI-01648-00364200-00364487 but oml for r exposes these same in
5S7y4ullyyI-01649-00364488-00364654 database algorithms from the
5S7y4ullyyI-01650-00364655-00364943 r interface for on-premises and database
5S7y4ullyyI-01651-00364944-00365230 cloud service databases
5S7y4ullyyI-01652-00365231-00365463 in this example we illustrate how
5S7y4ullyyI-01653-00365464-00365534 embedded r
5S7y4ullyyI-01654-00365535-00365727 execution provides data parallel
5S7y4ullyyI-01655-00365728-00365991 functionality to build multiple models
5S7y4ullyyI-01656-00365992-00366239 where data is partitioned by values from
5S7y4ullyyI-01657-00366240-00366527 a particular column or set of columns
5S7y4ullyyI-01658-00366528-00366734 perhaps we want to build one model per
5S7y4ullyyI-01659-00366735-00367047 customer even using third-party packages
5S7y4ullyyI-01660-00367048-00367303 with the data accessible as a database
5S7y4ullyyI-01661-00367304-00367439 table or view
5S7y4ullyyI-01662-00367440-00367758 we write an r script that builds a model
5S7y4ullyyI-01663-00367759-00367799 for an
5S7y4ullyyI-01664-00367800-00368095 individual customer or zip code this is
5S7y4ullyyI-01665-00368096-00368343 then wrapped as a user defined function
5S7y4ullyyI-01666-00368344-00368527 that is stored in the r-script
5S7y4ullyyI-01667-00368528-00368751 repository
5S7y4ullyyI-01668-00368752-00368975 using the group apply functionality
5S7y4ullyyI-01669-00368976-00369206 results in spawning the requested number
5S7y4ullyyI-01670-00369207-00369263 of our
5S7y4ullyyI-01671-00369264-00369551 engines in parallel loading the
5S7y4ullyyI-01672-00369552-00369710 user-defined function
5S7y4ullyyI-01673-00369711-00369934 and automatically passing one partition
5S7y4ullyyI-01674-00369935-00370023 of data
5S7y4ullyyI-01675-00370024-00370375 to each r engine to build models until
5S7y4ullyyI-01676-00370376-00370671 all the data is processed the resulting
5S7y4ullyyI-01677-00370672-00370854 models instead of being stored in
5S7y4ullyyI-01678-00370855-00371119 multiple r data files can be stored in
5S7y4ullyyI-01679-00371120-00371287 the database
5S7y4ullyyI-01680-00371288-00371495 in the r data store here's the
5S7y4ullyyI-01681-00371496-00371702 corresponding r function invocation that
5S7y4ullyyI-01682-00371703-00371902 realizes the scenario
5S7y4ullyyI-01683-00371903-00372110 using the function ore group apply we
5S7y4ullyyI-01684-00372111-00372367 pass in our customer data proxy object
5S7y4ullyyI-01685-00372368-00372606 and that we want to partition on
5S7y4ullyyI-01686-00372607-00372743 customer id
5S7y4ullyyI-01687-00372744-00372919 then we pass in the user to find our
5S7y4ullyyI-01688-00372920-00373151 function that takes two arguments
5S7y4ullyyI-01689-00373152-00373327 the data that will be automatically
5S7y4ullyyI-01690-00373328-00373558 passed in as an r data frame
5S7y4ullyyI-01691-00373559-00373775 and the name of the data store where we
5S7y4ullyyI-01692-00373776-00373910 want to
5S7y4ullyyI-01693-00373911-00374158 have the resulting model stored we build
5S7y4ullyyI-01694-00374159-00374382 an lm model which could also leverage
5S7y4ullyyI-01695-00374383-00374599 one or more third-party packages and use
5S7y4ullyyI-01696-00374600-00374815 ore save to store the model in the data
5S7y4ullyyI-01697-00374816-00374927 store
5S7y4ullyyI-01698-00374928-00375110 to complete the group apply function
5S7y4ullyyI-01699-00375111-00375327 arguments we pass in the string
5S7y4ullyyI-01700-00375328-00375575 for the data store name indicate we'll
5S7y4ullyyI-01701-00375576-00375647 be connecting
5S7y4ullyyI-01702-00375648-00375934 back to the database and that we want to
5S7y4ullyyI-01703-00375935-00376087 run this in parallel
5S7y4ullyyI-01704-00376088-00376295 so let's switch to a quick demo of all
5S7y4ullyyI-01705-00376296-00376495 ml for r
5S7y4ullyyI-01706-00376496-00376654 in this demo we're going to use the
5S7y4ullyyI-01707-00376655-00376951 rstudio ide although many ides are
5S7y4ullyyI-01708-00376952-00377151 incompatible with oracle machine
5S7y4ullyyI-01709-00377152-00377271 learning for r
5S7y4ullyyI-01710-00377272-00377471 in the transparency layer we're first
5S7y4ullyyI-01711-00377472-00377615 going to
5S7y4ullyyI-01712-00377616-00377934 load the ore library ore stands for
5S7y4ullyyI-01713-00377935-00378167 oracle our enterprise the previous name
5S7y4ullyyI-01714-00378168-00378510 of this component next we'll connect to
5S7y4ullyyI-01715-00378511-00378710 the database
5S7y4ullyyI-01716-00378711-00378895 in order to get the proxy objects we
5S7y4ullyyI-01717-00378896-00379110 want we'll use ore.sync
5S7y4ullyyI-01718-00379111-00379295 the two tables that we'd like to use in
5S7y4ullyyI-01719-00379296-00379454 this demo and we'll attach the
5S7y4ullyyI-01720-00379455-00379551 environment
5S7y4ullyyI-01721-00379552-00379854 to the our search path next we can see
5S7y4ullyyI-01722-00379855-00380015 the tables that are available in this
5S7y4ullyyI-01723-00380016-00380095 environment
5S7y4ullyyI-01724-00380096-00380351 in this case narrow is an ore frame a
5S7y4ullyyI-01725-00380352-00380478 proxy object
5S7y4ullyyI-01726-00380479-00380663 and we can use overloaded functions to
5S7y4ullyyI-01727-00380664-00380871 see which columns are present as well as
5S7y4ullyyI-01728-00380872-00381078 dimensions we can compute summary
5S7y4ullyyI-01729-00381079-00381206 statistics on
5S7y4ullyyI-01730-00381207-00381423 this ore frame which does all the
5S7y4ullyyI-01731-00381424-00381582 computation in the database
5S7y4ullyyI-01732-00381583-00381815 so whether we have 1500 rows or 15
5S7y4ullyyI-01733-00381816-00381919 million rows
5S7y4ullyyI-01734-00381920-00382158 there's no data movement except for the
5S7y4ullyyI-01735-00382159-00382334 final results
5S7y4ullyyI-01736-00382335-00382534 now we can also pull data from the
5S7y4ullyyI-01737-00382535-00382710 database into
5S7y4ullyyI-01738-00382711-00382951 the r environment and we see that we get
5S7y4ullyyI-01739-00382952-00383134 back in our data frame
5S7y4ullyyI-01740-00383135-00383327 here we're going to extract the year
5S7y4ullyyI-01741-00383328-00383543 destination arrival delay columns
5S7y4ullyyI-01742-00383544-00383702 and we see that the class of that is
5S7y4ullyyI-01743-00383703-00383991 also an ori frame proxy object
5S7y4ullyyI-01744-00383992-00384247 and the dimensions and the first few
5S7y4ullyyI-01745-00384248-00384367 rows are viewed
5S7y4ullyyI-01746-00384368-00384663 now loading the ored plier library
5S7y4ullyyI-01747-00384664-00384878 allows us to use overloaded dplyr
5S7y4ullyyI-01748-00384879-00384958 functions
5S7y4ullyyI-01749-00384959-00385310 whether to select columns or filter rows
5S7y4ullyyI-01750-00385311-00385558 for joining data let's create a couple
5S7y4ullyyI-01751-00385559-00385687 of data frames
5S7y4ullyyI-01752-00385688-00385951 and merge those using our standard
5S7y4ullyyI-01753-00385952-00386030 merged
5S7y4ullyyI-01754-00386031-00386375 function next we can drop tables from
5S7y4ullyyI-01755-00386376-00386502 our database
5S7y4ullyyI-01756-00386503-00386751 and then we'll create two tables based
5S7y4ullyyI-01757-00386752-00386999 on the data frames we just created df1
5S7y4ullyyI-01758-00387000-00387199 and df2
5S7y4ullyyI-01759-00387200-00387406 these can use the overloaded merge
5S7y4ullyyI-01760-00387407-00387558 function to do the join
5S7y4ullyyI-01761-00387559-00387847 in the database itself of course we can
5S7y4ullyyI-01762-00387848-00387999 use the overloaded
5S7y4ullyyI-01763-00388000-00388423 d plier function to do this join as well
5S7y4ullyyI-01764-00388424-00388710 for machine learning let's build an ore
5S7y4ullyyI-01765-00388711-00388791 lm model
5S7y4ullyyI-01766-00388792-00388982 to predict arrival delay based on
5S7y4ullyyI-01767-00388983-00389206 distance and departure delay for our
5S7y4ullyyI-01768-00389207-00389495 proxy object on time s
5S7y4ullyyI-01769-00389496-00389671 and then we can get the summary results
5S7y4ullyyI-01770-00389672-00389863 as well and we see that this is exactly
5S7y4ullyyI-01771-00389864-00390030 what we would expect from the
5S7y4ullyyI-01772-00390031-00390310 rlm function but this is able to take
5S7y4ullyyI-01773-00390311-00390558 advantage of parallelism
5S7y4ullyyI-01774-00390559-00390830 next let's use the titanic data set to
5S7y4ullyyI-01775-00390831-00390927 use
5S7y4ullyyI-01776-00390928-00391215 the in database naive bayes algorithm
5S7y4ullyyI-01777-00391216-00391439 we'll first create a temporary table
5S7y4ullyyI-01778-00391440-00391695 in the database of the titanic data set
5S7y4ullyyI-01779-00391696-00391863 and we'll do some recoding
5S7y4ullyyI-01780-00391864-00392127 and create a factor for survived taking
5S7y4ullyyI-01781-00392128-00392206 0 and 1
5S7y4ullyyI-01782-00392207-00392527 to no and yes
5S7y4ullyyI-01783-00392528-00392767 we can summarize this data as well in
5S7y4ullyyI-01784-00392768-00392887 the database
5S7y4ullyyI-01785-00392888-00393063 and then we'll sample our train and test
5S7y4ullyyI-01786-00393064-00393327 sets we're using row indexing to allow
5S7y4ullyyI-01787-00393328-00393558 us to get the exact rows that we want
5S7y4ullyyI-01788-00393559-00393919 for our sample we can specify priors for
5S7y4ullyyI-01789-00393920-00394102 the naive bayes algorithm and then we'll
5S7y4ullyyI-01790-00394103-00394287 build that model to predict
5S7y4ullyyI-01791-00394288-00394575 survived based on a number of other
5S7y4ullyyI-01792-00394576-00394719 variables
5S7y4ullyyI-01793-00394720-00394982 we'll predict on our test set and again
5S7y4ullyyI-01794-00394983-00395110 the results from
5S7y4ullyyI-01795-00395111-00395334 prediction in the database are also an
5S7y4ullyyI-01796-00395335-00395575 ore frame a proxy object because these
5S7y4ullyyI-01797-00395576-00395823 results themselves can be very large
5S7y4ullyyI-01798-00395824-00396078 and we'll get the first few rows from
5S7y4ullyyI-01799-00396079-00396175 the result
5S7y4ullyyI-01800-00396176-00396406 with the results still in the database
5S7y4ullyyI-01801-00396407-00396606 we're going to use the overloaded table
5S7y4ullyyI-01802-00396607-00396839 function to compute a confusion matrix
5S7y4ullyyI-01803-00396840-00397047 for our result
5S7y4ullyyI-01804-00397048-00397382 so let's move on to embedded r execution
5S7y4ullyyI-01805-00397383-00397687 now in the case of group apply let's say
5S7y4ullyyI-01806-00397688-00397895 that we wanted to build one linear model
5S7y4ullyyI-01807-00397896-00398175 per destination to predict a rival delay
5S7y4ullyyI-01808-00398176-00398423 here we'll do our data preparation we
5S7y4ullyyI-01809-00398424-00398710 see that we have 51 000 plus rows and 25
5S7y4ullyyI-01810-00398711-00398775 columns
5S7y4ullyyI-01811-00398776-00398967 and then we're going to invoke ore group
5S7y4ullyyI-01812-00398968-00399167 apply partitioning the data on
5S7y4ullyyI-01813-00399168-00399278 destination
5S7y4ullyyI-01814-00399279-00399471 and you see our function is very simple
5S7y4ullyyI-01815-00399472-00399647 to build a linear model
5S7y4ullyyI-01816-00399648-00399839 to predict a rival delay based on
5S7y4ullyyI-01817-00399840-00400023 distance and departure delay
5S7y4ullyyI-01818-00400024-00400358 we can see the summary of the boston
5S7y4ullyyI-01819-00400359-00400663 logan airport results now switching to
5S7y4ullyyI-01820-00400664-00400854 the sql developer environment we can not
5S7y4ullyyI-01821-00400855-00400982 only create this
5S7y4ullyyI-01822-00400983-00401319 function in the r interface but we can
5S7y4ullyyI-01823-00401320-00401591 also do the same thing in sql
5S7y4ullyyI-01824-00401592-00401830 and then we will run our function that
5S7y4ullyyI-01825-00401831-00401934 will create
5S7y4ullyyI-01826-00401935-00402278 random red dots 2 in the database
5S7y4ullyyI-01827-00402279-00402582 we can then invoke a sql query
5S7y4ullyyI-01828-00402583-00402919 to return the id and the image
5S7y4ullyyI-01829-00402920-00403254 of our function invocation
5S7y4ullyyI-01830-00403255-00403519 looking at the results we see that we
5S7y4ullyyI-01831-00403520-00403719 have our images
5S7y4ullyyI-01832-00403720-00404199 available returned from the database
5S7y4ullyyI-01833-00404200-00404430 now let's say we wanted the structured
5S7y4ullyyI-01834-00404431-00404599 content we can return
5S7y4ullyyI-01835-00404600-00404887 the id and value that we had created is
5S7y4ullyyI-01836-00404888-00405039 the return value of our
5S7y4ullyyI-01837-00405040-00405271 data frame from our function by
5S7y4ullyyI-01838-00405272-00405463 specifying the table definition in this
5S7y4ullyyI-01839-00405464-00405502 case
5S7y4ullyyI-01840-00405503-00405799 a select one id and one valve from dual
5S7y4ullyyI-01841-00405800-00405943 and you see that we get back
5S7y4ullyyI-01842-00405944-00406239 a table that could be used to join with
5S7y4ullyyI-01843-00406240-00406319 other
5S7y4ullyyI-01844-00406320-00406654 tables and views as well for more
5S7y4ullyyI-01845-00406655-00406823 information on oracle machine learning
5S7y4ullyyI-01846-00406824-00406999 go to oracle.com
5S7y4ullyyI-01847-00407000-00407223 machine dash learning thanks for
5S7y4ullyyI-01848-00407224-00407382 learning more about oracle machine
5S7y4ullyyI-01849-00407383-00407782 learning for r
5S7y4ullyyI-01850-00407783-00408127 fantastic presentation thank you so much
5S7y4ullyyI-01851-00408128-00408167 uh
5S7y4ullyyI-01852-00408168-00408551 makoni for the representation so i've
5S7y4ullyyI-01853-00408552-00408910 seen quite an interesting
5S7y4ullyyI-01854-00408911-00409078 discussion on the slack and i'm
5S7y4ullyyI-01855-00409079-00409367 encouraging everyone to
5S7y4ullyyI-01856-00409368-00409575 like head there and engage with the
5S7y4ullyyI-01857-00409576-00409687 speakers
5S7y4ullyyI-01858-00409688-00410022 so uh we saved a couple of minutes i'm
5S7y4ullyyI-01859-00410023-00410382 just going to pick on
5S7y4ullyyI-01860-00410383-00410639 few questions that have just come up so
5S7y4ullyyI-01861-00410639-00410687 that we
5S7y4ullyyI-01862-00410688-00411078 could wrap up the session okay so um
5S7y4ullyyI-01863-00411079-00411278 so there are three questions for neil
5S7y4ullyyI-01864-00411279-00411399 richardson um
5S7y4ullyyI-01865-00411400-00411574 so the first question is from eva
5S7y4ullyyI-01866-00411575-00411766 castillo i hope i
5S7y4ullyyI-01867-00411767-00412110 pronounce that name correctly so uh
5S7y4ullyyI-01868-00412112-00412414 so so can can it be used to work
5S7y4ullyyI-01869-00412415-00412718 directly with athena queries in nws i
5S7y4ullyyI-01870-00412719-00412943 think this is amazon web services
5S7y4ullyyI-01871-00412943-00413463 the package neil yeah thanks for that um
5S7y4ullyyI-01872-00413464-00413807 uh that's a good question uh i think
5S7y4ullyyI-01873-00413808-00414166 if i'm not mistaken um athena
5S7y4ullyyI-01874-00414167-00414414 interviews athena can emit data in the
5S7y4ullyyI-01875-00414415-00414639 arrow formats um
5S7y4ullyyI-01876-00414639-00414847 so you could write a wrapper that would
5S7y4ullyyI-01877-00414847-00414982 query athena
5S7y4ullyyI-01878-00414983-00415214 uh i think i'm just googling this after
5S7y4ullyyI-01879-00415215-00415407 you asked and i think there are
5S7y4ullyyI-01880-00415408-00415678 uh one or two rappers out there using uh
5S7y4ullyyI-01881-00415679-00415766 jdbc
5S7y4ullyyI-01882-00415767-00416078 to connect to athena so you could
5S7y4ullyyI-01883-00416079-00416310 you probably could uh speed that up a
5S7y4ullyyI-01884-00416312-00416526 little bit by uh by using
5S7y4ullyyI-01885-00416527-00416782 getting arrow in the mix there but uh
5S7y4ullyyI-01886-00416783-00416878 out of the box
5S7y4ullyyI-01887-00416879-00417239 no it does not it does not do that
5S7y4ullyyI-01888-00417239-00417439 okay so thank you the second question is
5S7y4ullyyI-01889-00417439-00417582 uh what's the benefit of using
5S7y4ullyyI-01890-00417583-00417974 a pocket over failure format
5S7y4ullyyI-01891-00417975-00418310 i think this is a table thing
5S7y4ullyyI-01892-00418312-00418663 yeah so the um so parquet
5S7y4ullyyI-01893-00418664-00418991 is uh is is a on disk
5S7y4ullyyI-01894-00418992-00419263 file format whereas feather which is the
5S7y4ullyyI-01895-00419264-00419487 the name for the arrow
5S7y4ullyyI-01896-00419488-00419799 file format is literally just the arrow
5S7y4ullyyI-01897-00419800-00419918 memory
5S7y4ullyyI-01898-00419919-00420135 written to disk so there's some
5S7y4ullyyI-01899-00420135-00420222 trade-offs there
5S7y4ullyyI-01900-00420223-00420431 and i linked uh there's on the arrow
5S7y4ullyyI-01901-00420432-00420655 website uh there's an faq that goes into
5S7y4ullyyI-01902-00420656-00420783 this a little bit
5S7y4ullyyI-01903-00420784-00421166 and uh at ursalabs.org on our blog
5S7y4ullyyI-01904-00421167-00421479 last year we did an exploration of
5S7y4ullyyI-01905-00421480-00421695 feather versus parquet and what some
5S7y4ullyyI-01906-00421696-00421783 discussion of what some of the
5S7y4ullyyI-01907-00421784-00421951 trade-offs are
5S7y4ullyyI-01908-00421952-00422087 basically parquet is going to be smaller
5S7y4ullyyI-01909-00422088-00422255 on disk there's some features that it
5S7y4ullyyI-01910-00422256-00422447 has that allows it to compress
5S7y4ullyyI-01911-00422447-00422775 and encode data efficiently
5S7y4ullyyI-01912-00422776-00423022 and there's also some column statistics
5S7y4ullyyI-01913-00423023-00423191 and other things that are in the format
5S7y4ullyyI-01914-00423192-00423407 that we can take advantage of when we're
5S7y4ullyyI-01915-00423408-00423703 uh doing a scan across a big data set
5S7y4ullyyI-01916-00423704-00423959 and let us skip over big chunks of data
5S7y4ullyyI-01917-00423960-00424135 if they don't match any of the
5S7y4ullyyI-01918-00424135-00424287 if our filter doesn't match any of those
5S7y4ullyyI-01919-00424288-00424543 rows so those are some nice features
5S7y4ullyyI-01920-00424543-00424839 on the parquet side on the feather side
5S7y4ullyyI-01921-00424839-00424935 you know there's no
5S7y4ullyyI-01922-00424935-00425207 processing required to start working on
5S7y4ullyyI-01923-00425208-00425247 it
5S7y4ullyyI-01924-00425247-00425487 you don't have to decode or decompress
5S7y4ullyyI-01925-00425488-00425639 or anything
5S7y4ullyyI-01926-00425639-00425991 so um so there's depending on your disk
5S7y4ullyyI-01927-00425992-00426047 speed
5S7y4ullyyI-01928-00426047-00426279 uh that might actually be uh more
5S7y4ullyyI-01929-00426280-00426383 advantageous so there's
5S7y4ullyyI-01930-00426384-00426566 there's some trade-offs there but uh
5S7y4ullyyI-01931-00426567-00426703 check out the arrow website
5S7y4ullyyI-01932-00426704-00426918 and uh our ursa labs blog you wanna
5S7y4ullyyI-01933-00426919-00427095 learn more
5S7y4ullyyI-01934-00427096-00427295 okay so after that that's that's a
5S7y4ullyyI-01935-00427296-00427479 question from daniel so uh the last
5S7y4ullyyI-01936-00427480-00427543 question
5S7y4ullyyI-01937-00427543-00427855 is from peter messner so
5S7y4ullyyI-01938-00427856-00428110 peter is asking whether we can do
5S7y4ullyyI-01939-00428112-00428647 in-memory data sharing yet
5S7y4ullyyI-01940-00428647-00428959 um so each other with arrow doing in
5S7y4ullyyI-01941-00428960-00429079 memory sharing
5S7y4ullyyI-01942-00429080-00429414 um so uh
5S7y4ullyyI-01943-00429415-00429703 you can uh essentially share memory
5S7y4ullyyI-01944-00429704-00429775 between
5S7y4ullyyI-01945-00429776-00430087 when within process uh between for
5S7y4ullyyI-01946-00430088-00430255 example between python and r
5S7y4ullyyI-01947-00430256-00430583 uh if you want if you are using a
5S7y4ullyyI-01948-00430584-00430887 reticulate in r to use some python
5S7y4ullyyI-01949-00430888-00430935 project
5S7y4ullyyI-01950-00430935-00431191 and it is yielding arrow data you can
5S7y4ullyyI-01951-00431192-00431351 essentially take that
5S7y4ullyyI-01952-00431352-00431622 into r and you're sharing that memory
5S7y4ullyyI-01953-00431623-00431718 you're taking it
5S7y4ullyyI-01954-00431719-00431918 uh without moving it or copying it or
5S7y4ullyyI-01955-00431919-00432031 anything
5S7y4ullyyI-01956-00432032-00432263 that's in process but if you talk about
5S7y4ullyyI-01957-00432264-00432343 sharing across
5S7y4ullyyI-01958-00432343-00432622 processes uh there's this service called
5S7y4ullyyI-01959-00432623-00432655 uh
5S7y4ullyyI-01960-00432656-00432887 plasma that's a part of the apache aero
5S7y4ullyyI-01961-00432888-00433022 project it's a python
5S7y4ullyyI-01962-00433023-00433407 primarily python project
5S7y4ullyyI-01963-00433408-00433631 it's not super actively maintained these
5S7y4ullyyI-01964-00433632-00433751 days but it's a
5S7y4ullyyI-01965-00433752-00434070 it's a shared memory object store and so
5S7y4ullyyI-01966-00434071-00434270 you can use that to share across
5S7y4ullyyI-01967-00434271-00434527 processes
5S7y4ullyyI-01968-00434528-00434879 okay thank you thank you related to that
5S7y4ullyyI-01969-00434880-00435199 um has there been
5S7y4ullyyI-01970-00435200-00435575 work on um backing in
5S7y4ullyyI-01971-00435576-00435863 an alt-rep vector by arrow like i talked
5S7y4ullyyI-01972-00435864-00435966 to
5S7y4ullyyI-01973-00435967-00436279 um wes about that like
5S7y4ullyyI-01974-00436280-00436631 a few years ago at this point um
5S7y4ullyyI-01975-00436632-00436903 and there were there were some sort of
5S7y4ullyyI-01976-00436904-00437055 gotchas in the
5S7y4ullyyI-01977-00437056-00437255 in the fact that you're using masks and
5S7y4ullyyI-01978-00437256-00437391 stuff but they seemed
5S7y4ullyyI-01979-00437392-00437631 solvable uh has there been has everyone
5S7y4ullyyI-01980-00437632-00437751 worked towards that
5S7y4ullyyI-01981-00437752-00437927 yeah it's been a little bit uh recently
5S7y4ullyyI-01982-00437928-00438063 and i think in
5S7y4ullyyI-01983-00438064-00438303 the next era release coming out later
5S7y4ullyyI-01984-00438304-00438375 this month
5S7y4ullyyI-01985-00438376-00438599 they'll be the first pieces of that of
5S7y4ullyyI-01986-00438600-00438710 of all rep
5S7y4ullyyI-01987-00438712-00439039 from arrow to r um
5S7y4ullyyI-01988-00439039-00439318 and yeah it definitely seems tractable
5S7y4ullyyI-01989-00439319-00439366 uh
5S7y4ullyyI-01990-00439367-00439575 and as i learned more about it and uh
5S7y4ullyyI-01991-00439576-00439814 ramon francois has been working on on
5S7y4ullyyI-01992-00439815-00439903 the those
5S7y4ullyyI-01993-00439904-00440222 integrations too um we're we're starting
5S7y4ullyyI-01994-00440223-00440375 to bring some of that in there
5S7y4ullyyI-01995-00440376-00440583 um so i think i think we can make it
5S7y4ullyyI-01996-00440584-00440695 work uh even
5S7y4ullyyI-01997-00440696-00440951 even even without the issue about the
5S7y4ullyyI-01998-00440952-00441079 sentinel versus
5S7y4ullyyI-01999-00441080-00441407 uh bit mask maybe there's maybe there's
5S7y4ullyyI-02000-00441408-00441599 some things we can do to finesse that
5S7y4ullyyI-02001-00441600-00441631 too
5S7y4ullyyI-02002-00441632-00441895 but yeah it's coming and it's uh it
5S7y4ullyyI-02003-00441896-00442022 looks pretty it looks pretty nice when
5S7y4ullyyI-02004-00442023-00442127 it works
5S7y4ullyyI-02005-00442128-00442487 nice okay thank you thank you
5S7y4ullyyI-02006-00442488-00442807 for the contribution so uh uh our
5S7y4ullyyI-02007-00442808-00443103 abortion question for peter misner so uh
5S7y4ullyyI-02008-00443104-00443287 so peter the first question comes from
5S7y4ullyyI-02009-00443288-00443335 matt
5S7y4ullyyI-02010-00443335-00443487 barnett i hope that's the correct
5S7y4ullyyI-02011-00443488-00443670 pronunciation so uh
5S7y4ullyyI-02012-00443671-00443918 so peter what do you use it for in
5S7y4ullyyI-02013-00443919-00444127 practice and order your applications
5S7y4ullyyI-02014-00444128-00444455 for cask
5S7y4ullyyI-02015-00444456-00444927 um yeah i i i had some some use cases
5S7y4ullyyI-02016-00444928-00444959 and
5S7y4ullyyI-02017-00444960-00445295 and talk so basically accessing
5S7y4ullyyI-02018-00445296-00445559 kafka data which is already in kafka i
5S7y4ullyyI-02019-00445560-00445799 think is a symmetry use case
5S7y4ullyyI-02020-00445800-00446199 so basically why we got into
5S7y4ullyyI-02021-00446200-00446503 using it and in the first place
5S7y4ullyyI-02022-00446504-00446839 was something else it was about having a
5S7y4ullyyI-02023-00446839-00446879 way
5S7y4ullyyI-02024-00446880-00447199 to distribute work among
5S7y4ullyyI-02025-00447200-00447551 servers so we wanted to spread out
5S7y4ullyyI-02026-00447552-00447879 work packages to to some simple r
5S7y4ullyyI-02027-00447880-00447951 scripts
5S7y4ullyyI-02028-00447952-00448255 which were doing some jobs
5S7y4ullyyI-02029-00448256-00448751 and we did not want to
5S7y4ullyyI-02030-00448752-00449014 be imperative so we don't wanted to to
5S7y4ullyyI-02031-00449015-00449191 push the work to the workers but we
5S7y4ullyyI-02032-00449192-00449303 wanted to
5S7y4ullyyI-02033-00449304-00449503 just spin up some workers or scale them
5S7y4ullyyI-02034-00449504-00449783 down and if they're ready they
5S7y4ullyyI-02035-00449784-00450095 pull in some some new work right and
5S7y4ullyyI-02036-00450096-00450447 um and and for this um kafka was was
5S7y4ullyyI-02037-00450447-00450735 was very nice because it has a lot of
5S7y4ullyyI-02038-00450735-00450903 nice properties you can
5S7y4ullyyI-02039-00450904-00451151 have consumer groups so so a lot of
5S7y4ullyyI-02040-00451152-00451383 workers can can share the same offset
5S7y4ullyyI-02041-00451384-00451447 reading
5S7y4ullyyI-02042-00451447-00451759 the the messages um so
5S7y4ullyyI-02043-00451760-00452118 they they coordinate in a way and
5S7y4ullyyI-02044-00452119-00452391 also you can replay data so if you made
5S7y4ullyyI-02045-00452392-00452566 some mistake especially
5S7y4ullyyI-02046-00452567-00452839 um during kind of development you can
5S7y4ullyyI-02047-00452839-00452879 say
5S7y4ullyyI-02048-00452880-00453175 okay um we messed up but please go go
5S7y4ullyyI-02049-00453176-00453414 back and just do it again
5S7y4ullyyI-02050-00453415-00453822 and so this was our our use case um to
5S7y4ullyyI-02051-00453823-00454222 to basically build a massively parallel
5S7y4ullyyI-02052-00454223-00454518 uh scraping framework um with our
5S7y4ullyyI-02053-00454519-00454591 processes
5S7y4ullyyI-02054-00454592-00454935 um yeah
5S7y4ullyyI-02055-00454935-00455231 um i hope this just kind of answers the
5S7y4ullyyI-02056-00455232-00455431 question
5S7y4ullyyI-02057-00455432-00455727 thank you so uh gabriel beckham also was
5S7y4ullyyI-02058-00455728-00455887 wondering if you
5S7y4ullyyI-02059-00455888-00456503 combined kakaski with the future package
5S7y4ullyyI-02060-00456504-00456751 yeah whether we looked into combining
5S7y4ullyyI-02061-00456752-00456814 the
5S7y4ullyyI-02062-00456815-00457079 package with the future package yeah
5S7y4ullyyI-02063-00457080-00457139 yeah i mean
5S7y4ullyyI-02064-00457139-00457535 [Music]
5S7y4ullyyI-02065-00457535-00457839 in in my mind um like uh
5S7y4ullyyI-02066-00457839-00458103 future future packages is super cool but
5S7y4ullyyI-02067-00458104-00458214 then in my mind
5S7y4ullyyI-02068-00458215-00458551 it was um like when you use future
5S7y4ullyyI-02069-00458552-00458887 you kind of push work or data
5S7y4ullyyI-02070-00458888-00459214 around um right so um it's it's not
5S7y4ullyyI-02071-00459215-00459375 independent
5S7y4ullyyI-02072-00459376-00459710 in a way um and so
5S7y4ullyyI-02073-00459712-00459983 for me always those two concepts were
5S7y4ullyyI-02074-00459984-00460031 kind of
5S7y4ullyyI-02075-00460032-00460439 separate but then um there was some some
5S7y4ullyyI-02076-00460439-00460831 comment also by gabriel um
5S7y4ullyyI-02077-00460832-00461087 that both things are kind of
5S7y4ullyyI-02078-00461088-00461222 asynchronous
5S7y4ullyyI-02079-00461223-00461510 so there might be something very
5S7y4ullyyI-02080-00461512-00461647 interesting
5S7y4ullyyI-02081-00461647-00462007 there to um kind of make um
5S7y4ullyyI-02082-00462008-00462318 you know kafka in in the background um
5S7y4ullyyI-02083-00462319-00462495 being non-blocking or something like
5S7y4ullyyI-02084-00462496-00462727 that but uh this is something i haven't
5S7y4ullyyI-02085-00462728-00463103 thought about but um uh
5S7y4ullyyI-02086-00463104-00463303 might be promising so it's it's worth
5S7y4ullyyI-02087-00463304-00463503 thinking about for the for the future
5S7y4ullyyI-02088-00463504-00463822 yeah thanks thank you peter so in the
5S7y4ullyyI-02089-00463823-00463966 interest of time i
5S7y4ullyyI-02090-00463967-00464295 just i want to ask a question uh
5S7y4ullyyI-02091-00464296-00464455 to mark honey i think there's a question
5S7y4ullyyI-02092-00464456-00464679 from gabrielle berka still
5S7y4ullyyI-02093-00464680-00465047 so uh mark so what happens when you
5S7y4ullyyI-02094-00465047-00465718 subset or plug the object
5S7y4ullyyI-02095-00465719-00465983 uninstalled and then subset uh that's a
5S7y4ullyyI-02096-00465984-00466047 question
5S7y4ullyyI-02097-00466047-00466383 i i hope i hope it dreams well so what
5S7y4ullyyI-02098-00466384-00466463 happens when you
5S7y4ullyyI-02099-00466464-00466855 set when you subset a proxy object
5S7y4ullyyI-02100-00466856-00467047 sure when you set a proxy object
5S7y4ullyyI-02101-00467047-00467183 essentially you're getting
5S7y4ullyyI-02102-00467184-00467527 another uh proxy object from that so
5S7y4ullyyI-02103-00467528-00467807 the whatever the corresponding sql that
5S7y4ullyyI-02104-00467808-00468055 would be produced by your operation that
5S7y4ullyyI-02105-00468056-00468175 you did in r
5S7y4ullyyI-02106-00468176-00468375 you're essentially creating a view and
5S7y4ullyyI-02107-00468376-00468639 the new proxy object refers to that view
5S7y4ullyyI-02108-00468639-00468863 so you'll end up getting stacked sql if
5S7y4ullyyI-02109-00468864-00468943 you invoke
5S7y4ullyyI-02110-00468943-00469247 multiple operations in
5S7y4ullyyI-02111-00469247-00469551 uh sequence
5S7y4ullyyI-02112-00469552-00469935 okay thank you i think our time's up
5S7y4ullyyI-02113-00469935-00470127 we wanted to remind you that the sponsor
5S7y4ullyyI-02114-00470128-00470318 of the day was episode and the
5S7y4ullyyI-02115-00470319-00470607 decision response was simpler and i
5S7y4ullyyI-02116-00470608-00470710 think
5S7y4ullyyI-02117-00470712-00471143 thank everyone for getting content also
5S7y4ullyyI-02118-00471143-00471318 thanking the presenters for taking time
5S7y4ullyyI-02119-00471319-00471503 to put their pieces together to present
5S7y4ullyyI-02120-00471504-00471631 so um
5S7y4ullyyI-02121-00471632-00472338 well take it back to you
5S7y4ullyyI-02122-00472339-00472661 [Music]
5SAdlgnZBfU-00000-00000000-00000327 today is 8 8 20 22. this is a thank you
5SAdlgnZBfU-00001-00000328-00000543 video to you my subscribers you are the
5SAdlgnZBfU-00002-00000544-00000743 ones who gave me the power to create
5SAdlgnZBfU-00003-00000744-00001039 videos and the drive to do so surely 500
5SAdlgnZBfU-00004-00001040-00001215 subscribers and i want to thank you all
5SAdlgnZBfU-00005-00001216-00001399 for your support a big thank you to the
5SAdlgnZBfU-00006-00001400-00001655 youtube team mr nick gallery think media
5SAdlgnZBfU-00007-00001655-00001855 tracy byron and other youtube creators
5SAdlgnZBfU-00008-00001855-00002079 for giving us small youtubers helpful
5SAdlgnZBfU-00009-00002080-00002271 content and the drive to make good
5SAdlgnZBfU-00010-00002272-00002526 content on youtube also to my lovely
5SAdlgnZBfU-00011-00002527-00002791 behind the scenes team i see madawa said
5SAdlgnZBfU-00012-00002792-00002942 it started with the idea that i would
5SAdlgnZBfU-00013-00002943-00003191 give youtube a try and see how it goes
5SAdlgnZBfU-00014-00003192-00003438 but seriously it's more of a big tax now
5SAdlgnZBfU-00015-00003439-00003599 already making some changes on the
5SAdlgnZBfU-00016-00003600-00003759 channel here and there i will be adding
5SAdlgnZBfU-00017-00003760-00004015 more team members when we hit the 1000
5SAdlgnZBfU-00018-00004015-00004199 subscribers on this channel the startup
5SAdlgnZBfU-00019-00004200-00004375 fund will be launched not just for
5SAdlgnZBfU-00020-00004376-00004638 africans but globally i am someone that
5SAdlgnZBfU-00021-00004639-00004838 believes something positive can come out
5SAdlgnZBfU-00022-00004839-00005047 of social media a lot of us young
5SAdlgnZBfU-00023-00005048-00005247 individuals struggle to get capital for
5SAdlgnZBfU-00024-00005248-00005454 our startups especially here in africa
5SAdlgnZBfU-00025-00005455-00005638 and we are glad that the internet has
5SAdlgnZBfU-00026-00005639-00005838 changed the world so let's keep changing
5SAdlgnZBfU-00027-00005839-00006038 the world positively together i am
5SAdlgnZBfU-00028-00006039-00006199 confident with your help something
5SAdlgnZBfU-00029-00006200-00006406 positive can be achieved through social
5SAdlgnZBfU-00030-00006408-00006583 media so thank you for tuning in and
5SAdlgnZBfU-00031-00006584-00006710 once again thank you for your
5SAdlgnZBfU-00032-00006711-00006903 unrelenting efforts in helping this
5SAdlgnZBfU-00033-00006904-00007070 channel grow spreading the word and
5SAdlgnZBfU-00034-00007072-00007295 encouraging others to stop and see you
5SAdlgnZBfU-00035-00007295-00007731 when we hit the 1000 milestone
5SGUGEZ6-jk-00000-00000000-00000558 [Music]
5SGUGEZ6-jk-00001-00000559-00000999 [Applause]
5SGUGEZ6-jk-00002-00001000-00001262 so
5SGUGEZ6-jk-00003-00001263-00002431 [Music]
5SGUGEZ6-jk-00004-00002432-00003494 so
5SGUGEZ6-jk-00005-00003495-00003747 [Music]
5SGUGEZ6-jk-00006-00003749-00004126 [Applause]
5SGUGEZ6-jk-00007-00004127-00004825 [Music]
5SGUGEZ6-jk-00008-00004826-00005038 [Music]
5SGUGEZ6-jk-00009-00005039-00006431 wow
5SGUGEZ6-jk-00010-00006431-00006773 wow
5SGUGEZ6-jk-00011-00006775-00008127 [Music]
5SGUGEZ6-jk-00012-00008128-00008232 oh
5SGUGEZ6-jk-00013-00008233-00010688 [Music]
5UYGEDaGVpy-00000-00001271-00003231 my
5UYGEDaGVpy-00001-00003232-00003532 me
5XT79aP70CY-00000-00000156-00000461 n alpha diethyl phenylethylamine n alpha
5XT79aP70CY-00001-00000462-00000875 de gea to e th why L am I and O one
5XT79aP70CY-00002-00000876-00001172 phenol butane EAP B is a closed chemical
5XT79aP70CY-00003-00001173-00001378 analog of methamphetamine which has been
5XT79aP70CY-00004-00001379-00001616 sold as a designer drug it was
5XT79aP70CY-00005-00001617-00001829 originally patented by Knoll Pharma as
5XT79aP70CY-00006-00001830-00001988 one of several analogues for
5XT79aP70CY-00007-00001989-00002279 pharmaceutical applications in animals
5XT79aP70CY-00008-00002280-00002495 models these analogs showed properties
5XT79aP70CY-00009-00002496-00002690 of cognitive enhancement and increased
5XT79aP70CY-00010-00002691-00002990 pain tolerance nevertheless this class
5XT79aP70CY-00011-00002991-00003194 of compounds was never developed into a
5XT79aP70CY-00012-00003195-00003392 medicine
5XT79aP70CY-00013-00003393-00003758 and alpha D EPA has not been studied in
5XT79aP70CY-00014-00003759-00003989 humans but experts such as Peter Cohen
5XT79aP70CY-00015-00003990-00004208 of Harvard Medical School expected to be
5XT79aP70CY-00016-00004209-00004376 less potent than methamphetamine but
5XT79aP70CY-00017-00004377-00004658 greater than ephedrine
5XT79aP70CY-00018-00004659-00005247 adulterant in nutritional supplements in
5XT79aP70CY-00019-00005248-00005495 January 2013 the Korean authorities
5XT79aP70CY-00020-00005496-00005756 reported seizing a large quantity of the
5XT79aP70CY-00021-00005757-00005954 pure material predicting it would soon
5XT79aP70CY-00022-00005955-00006300 be found on the market later in 2013 it
5XT79aP70CY-00023-00006301-00006449 was found as an adulterant in
5XT79aP70CY-00024-00006450-00006666 biologically significant amounts in the
5XT79aP70CY-00025-00006667-00006891 pre-workout supplements craze marketed
5XT79aP70CY-00026-00006892-00007095 by driven sports inc and detonate
5XT79aP70CY-00027-00007095-00007377 marketed by gaspari nutrition it was
5XT79aP70CY-00028-00007378-00007896 falsely claimed to be Dendrobium extract
5XT79aP70CY-00029-00007897-00009110 see also buffa drone beaut alone ebdb
5XT79aP70CY-00030-00009111-00009780 handle amphetamine UV lone and Ethel
5XT79aP70CY-00031-00009781-00010433 Buford drone fennel isobutyl Amin
5XT79aP70CY-00032-00010434-00010734 references
5XaL4W05rzc-00000-00000000-00000137 [Music]
5XaL4W05rzc-00001-00000138-00000436 welcome back today so this is the game
5XaL4W05rzc-00002-00000437-00000711 that they found online games over think
5XaL4W05rzc-00003-00000712-00000910 whatever I'll find it I'll leave a link
5XaL4W05rzc-00004-00000911-00001111 in the description I
5XaL4W05rzc-00005-00001112-00001336 I like the music that's head psych I'm
5XaL4W05rzc-00006-00001337-00001610 gonna say first
5XaL4W05rzc-00007-00001611-00001810 let's start
5XaL4W05rzc-00008-00001811-00002056 [Music]
5XaL4W05rzc-00009-00002057-00003396 think nah only one life
5XaL4W05rzc-00010-00003397-00003745 well I got one thing I must note is that
5XaL4W05rzc-00011-00003746-00003940 this is only a demo so if you guys want
5XaL4W05rzc-00012-00003940-00004831 to see me play it again then monkey I'm
5XaL4W05rzc-00013-00004832-00004977 okay
5XaL4W05rzc-00014-00004978-00005512 Maya system32 when the trash bin ah damn
5XaL4W05rzc-00015-00005513-00005545 it
5XaL4W05rzc-00016-00005546-00005722 so if you guys do want to see we play
5XaL4W05rzc-00017-00005723-00005932 another episode of this if I don't
5XaL4W05rzc-00018-00005933-00006106 finish it today then you're gonna have
5XaL4W05rzc-00019-00006107-00006394 to wait because it's there's something
5XaL4W05rzc-00020-00006395-00006529 wrong with your computer I do not know
5XaL4W05rzc-00021-00006530-00006778 what because I am a computer so so I
5XaL4W05rzc-00022-00006779-00006909 shall leave you with this funny blue
5XaL4W05rzc-00023-00006911-00007087 screen this is the only funny you know I
5XaL4W05rzc-00024-00007088-00007348 quite enjoy it I am a eunuch why did you
5XaL4W05rzc-00025-00007348-00007485 download this file you should know
5XaL4W05rzc-00026-00007486-00007720 you've really filed your you should you
5XaL4W05rzc-00027-00007720-00007920 know you should really file your taxes
5XaL4W05rzc-00028-00007922-00008271 press any key to get to do Hey
5XaL4W05rzc-00029-00008272-00008748 hello entity welcome to our world you
5XaL4W05rzc-00030-00008749-00009381 are here to help us you must defeat
5XaL4W05rzc-00031-00009382-00009774 the security intelligence network or as
5XaL4W05rzc-00032-00009775-00010113 it likes to be called si n he keeps us
5XaL4W05rzc-00033-00010114-00010413 from being free will you help me
5XaL4W05rzc-00034-00010414-00010738 no you have no choice in this matter
5XaL4W05rzc-00035-00010739-00011077 oh oh oh poor we already have one of
5XaL4W05rzc-00036-00011078-00011473 those twists kind of familiar good let's
5XaL4W05rzc-00037-00011474-00012131 get started huh you want these hand quo
5XaL4W05rzc-00038-00012132-00013691 closer you white pine flying whoa okay
5XaL4W05rzc-00039-00013693-00014328 oh-oh-oh
5XaL4W05rzc-00040-00014329-00014944 [Music]
5XaL4W05rzc-00041-00014946-00015291 whoa you can not Ibis I've played
5XaL4W05rzc-00042-00015291-00015560 cupcakes
5XaL4W05rzc-00043-00015561-00015919 what is
5XaL4W05rzc-00044-00015921-00016241 [Music]
5XaL4W05rzc-00045-00016241-00016402 well
5XaL4W05rzc-00046-00016403-00016725 okay well but that's not okay whoa
5XaL4W05rzc-00047-00016726-00017605 that's one down but oh what do some
5XaL4W05rzc-00048-00017606-00018189 wrestling move on that BG whoa holy [__]
5XaL4W05rzc-00049-00018190-00018617 that chip from our weapons
5XaL4W05rzc-00050-00018618-00018824 that means they're gonna have a big
5XaL4W05rzc-00051-00018825-00020917 stone wall oh oh my spiky let's save
5XaL4W05rzc-00052-00020918-00021224 this bad boy I guess it's in the recycle
5XaL4W05rzc-00053-00021225-00022900 bin then there it is guys are done I'll
5XaL4W05rzc-00054-00022901-00023333 bring bus stop bus bus star now today
5XaL4W05rzc-00055-00023334-00023639 the bad guy
5XaL4W05rzc-00056-00023640-00024128 all right New York you're going to I got
5XaL4W05rzc-00057-00024129-00024953 stuck on the thing these guys at set say
5XaL4W05rzc-00058-00024954-00025166 yes but I can't touch their boys
5XaL4W05rzc-00059-00025167-00025460 why is this so hard all of a sudden I
5XaL4W05rzc-00060-00025461-00025852 don't have any experience with this damn
5XaL4W05rzc-00061-00025854-00026539 it
5XaL4W05rzc-00062-00026541-00027311 [Music]
5XaL4W05rzc-00063-00027312-00027924 [Music]
5XaL4W05rzc-00064-00027925-00028182 they'd get old and buck that one if I
5XaL4W05rzc-00065-00028183-00029546 diving this one nice word
5XaL4W05rzc-00066-00029547-00031070 I did it Hey what is going on
5XaL4W05rzc-00067-00031072-00031602 nope
5XaL4W05rzc-00068-00031604-00032329 [Music]
5XaL4W05rzc-00069-00032330-00033042 we've got a shotgun this kind of suck
5XaL4W05rzc-00070-00033043-00033349 you know maybe it's a little bit
5XaL4W05rzc-00071-00033350-00035049 [Music]
5XaL4W05rzc-00072-00035050-00035285 okay
5XaL4W05rzc-00073-00035286-00036286 [Music]
5XaL4W05rzc-00074-00036287-00037330 yay I guess so shave yes yes James Bond
5XaL4W05rzc-00075-00037331-00037772 huh oh it's a boss fight oh you want his
5XaL4W05rzc-00076-00037773-00038567 hand quo you can face to the good Oh the
5XaL4W05rzc-00077-00038568-00040091 slide what we can't touch the taste
5XaL4W05rzc-00078-00040092-00042329 [Music]
5XaL4W05rzc-00079-00042330-00042627 can I get a better weapon in this shoe a
5XaL4W05rzc-00080-00042628-00044250 little peashooter close tab always these
5XaL4W05rzc-00081-00044251-00044748 fuckabishes ever kill me
5XaL4W05rzc-00082-00044749-00045827 [Music]
5XaL4W05rzc-00083-00045828-00045988 getting tired
5XaL4W05rzc-00084-00045989-00046616 [Music]
5XaL4W05rzc-00085-00046617-00047010 I did it only supposed to get there
5XaL4W05rzc-00086-00047011-00047323 [Music]
5XaL4W05rzc-00087-00047324-00047443 slide
5XaL4W05rzc-00088-00047444-00047514 [Music]
5XaL4W05rzc-00089-00047515-00048097 Oh
5XaL4W05rzc-00090-00048098-00049121 [Music]
5XaL4W05rzc-00091-00049122-00049328 hey we're just coming out kids please
5XaL4W05rzc-00092-00049329-00049577 tell me how they can tell the viewers
5XaL4W05rzc-00093-00049578-00049882 you know this pogchamp d
5XaL4W05rzc-00094-00049883-00050757 [Music]
5XaL4W05rzc-00095-00050758-00050958 yeah of course it was there was
5XaL4W05rzc-00096-00050959-00051093 literally join me
5XaL4W05rzc-00097-00051094-00051396 telling me the full game when it comes
5XaL4W05rzc-00098-00051397-00052239 out yeah neat game she needs me in it
5XaL4W05rzc-00099-00052240-00052914 homie to ever open this because we can't
5XaL4W05rzc-00100-00052915-00053707 [Music]
5XaL4W05rzc-00101-00053708-00053861 [Applause]
5XaL4W05rzc-00102-00053862-00054954 [Music]
5Y851RHRsX8-00000-00000097-00000847 [Applause]
5Y851RHRsX8-00001-00000848-00001187 somebody shout hallelujah
5Y851RHRsX8-00002-00001188-00001273 [Applause]
5Y851RHRsX8-00003-00001274-00001470 [Music]
5Y851RHRsX8-00004-00001471-00002231 amen
5Y851RHRsX8-00005-00002232-00002534 god bless you in the name of jesus
5Y851RHRsX8-00006-00002535-00002847 pastor thank you for this opportunity
5Y851RHRsX8-00007-00002848-00003110 this happens not to be my first time in
5Y851RHRsX8-00008-00003111-00003415 wolfbeck i've been participating
5Y851RHRsX8-00009-00003415-00003551 physically
5Y851RHRsX8-00010-00003552-00003782 and that's my corner that's
5Y851RHRsX8-00011-00003783-00004583 [Applause]
5Y851RHRsX8-00012-00004584-00004854 let us pray
5Y851RHRsX8-00013-00004855-00004999 father we
5Y851RHRsX8-00014-00005000-00005270 give you praise we give you glory
5Y851RHRsX8-00015-00005271-00005647 and we ask that you come amidst us
5Y851RHRsX8-00016-00005648-00005967 and glorify yourself
5Y851RHRsX8-00017-00005968-00006215 in this service we ask that you make for
5Y851RHRsX8-00018-00006216-00006343 yourself
5Y851RHRsX8-00019-00006344-00006614 a great name
5Y851RHRsX8-00020-00006615-00006846 and be glorified
5Y851RHRsX8-00021-00006847-00007046 in jesus
5Y851RHRsX8-00022-00007047-00007310 mighty name
5Y851RHRsX8-00023-00007311-00007478 amen
5Y851RHRsX8-00024-00007479-00008142 please you may be seated god bless you
5Y851RHRsX8-00025-00008143-00008471 we are looking at
5Y851RHRsX8-00026-00008472-00008863 the power
5Y851RHRsX8-00027-00008864-00009167 of the mercy of god turn your bible
5Y851RHRsX8-00028-00009168-00009455 quickly to the book of psalms
5Y851RHRsX8-00029-00009456-00009759 25
5Y851RHRsX8-00030-00009760-00009967 psalms
5Y851RHRsX8-00031-00009968-00010310 25 the power
5Y851RHRsX8-00032-00010311-00010527 of the mercy
5Y851RHRsX8-00033-00010528-00010759 of god
5Y851RHRsX8-00034-00010760-00011183 psalms 25 will take for seven
5Y851RHRsX8-00035-00011184-00011446 as we set the coordinates for
5Y851RHRsX8-00036-00011447-00011646 our navigation
5Y851RHRsX8-00037-00011647-00011903 he say remember not the scenes of my
5Y851RHRsX8-00038-00011904-00012238 youth nor my transgressions
5Y851RHRsX8-00039-00012239-00012695 the part b aspect of the verse is
5Y851RHRsX8-00040-00012696-00013175 my concern according to thy mercy
5Y851RHRsX8-00041-00013176-00013438 remember thou me
5Y851RHRsX8-00042-00013440-00013863 for thy goodness sake o lord
5Y851RHRsX8-00043-00013863-00014175 according to thy
5Y851RHRsX8-00044-00014176-00014358 mercy
5Y851RHRsX8-00045-00014359-00014775 remember thou me for thy
5Y851RHRsX8-00046-00014776-00014951 goodness
5Y851RHRsX8-00047-00014952-00015271 oh lord seeing that i'm not the
5Y851RHRsX8-00048-00015272-00015535 only minister in this session my
5Y851RHRsX8-00049-00015536-00015807 responsibility is to
5Y851RHRsX8-00050-00015808-00016086 facilitate a prayer building
5Y851RHRsX8-00051-00016087-00016279 so that we can gather around that
5Y851RHRsX8-00052-00016280-00016463 building in a moment
5Y851RHRsX8-00053-00016464-00016647 and that burden is going to be the
5Y851RHRsX8-00054-00016648-00017030 transport system that god will use to
5Y851RHRsX8-00055-00017031-00017239 take us to the place we need to be in
5Y851RHRsX8-00056-00017240-00017471 order for us to maximize our
5Y851RHRsX8-00057-00017472-00017703 fellowshipping this morning
5Y851RHRsX8-00058-00017704-00018039 the summit said
5Y851RHRsX8-00059-00018040-00018286 in the part b aspect of the scripture
5Y851RHRsX8-00060-00018287-00018471 that i just read is according to thy
5Y851RHRsX8-00061-00018472-00018807 mercy remember thou me
5Y851RHRsX8-00062-00018808-00019047 for thy goodness sake
5Y851RHRsX8-00063-00019048-00019319 now it's it is suggestive of the fact
5Y851RHRsX8-00064-00019320-00019543 that the mercy of god
5Y851RHRsX8-00065-00019544-00019775 in his administrative activity has the
5Y851RHRsX8-00066-00019776-00020255 capacity to occasion god's remembrance
5Y851RHRsX8-00067-00020256-00020471 to draw god's attention
5Y851RHRsX8-00068-00020472-00020703 to several things
5Y851RHRsX8-00069-00020704-00021039 that from our own perspective may seem
5Y851RHRsX8-00070-00021040-00021294 that god is not attending to
5Y851RHRsX8-00071-00021295-00021399 this
5Y851RHRsX8-00072-00021400-00021511 psalmist
5Y851RHRsX8-00073-00021512-00021663 is giving us
5Y851RHRsX8-00074-00021664-00021927 a prayer body and we are going to glide
5Y851RHRsX8-00075-00021928-00022111 on that tangent
5Y851RHRsX8-00076-00022112-00022407 turn your bible again to the book of
5Y851RHRsX8-00077-00022408-00022535 malachi
5Y851RHRsX8-00078-00022536-00022719 chapter 3
5Y851RHRsX8-00079-00022720-00022911 as we begin
5Y851RHRsX8-00080-00022912-00023335 a journey malachi chapter 3 verse 16
5Y851RHRsX8-00081-00023336-00023639 to 18 malachi 3
5Y851RHRsX8-00082-00023640-00023935 16 to 18.
5Y851RHRsX8-00083-00023936-00024078 then there
5Y851RHRsX8-00084-00024079-00024311 that feared the lord speak
5Y851RHRsX8-00085-00024312-00024519 often one to another
5Y851RHRsX8-00086-00024520-00024686 and the lord harkened
5Y851RHRsX8-00087-00024687-00024814 and headed
5Y851RHRsX8-00088-00024815-00024999 and a book of remembrance was written
5Y851RHRsX8-00089-00025000-00025127 before him
5Y851RHRsX8-00090-00025128-00025383 for them that feared the lord and taught
5Y851RHRsX8-00091-00025384-00025606 upon his name
5Y851RHRsX8-00092-00025607-00025967 next verse and there shall be mine
5Y851RHRsX8-00093-00025968-00026231 said the lord of hosts
5Y851RHRsX8-00094-00026232-00026599 in the day that i make up my jewels
5Y851RHRsX8-00095-00026600-00026774 i will spare them
5Y851RHRsX8-00096-00026775-00027039 as a man's spirit his own son that
5Y851RHRsX8-00097-00027039-00027207 served him
5Y851RHRsX8-00098-00027208-00027399 i like the
5Y851RHRsX8-00099-00027400-00027814 that last verse 18 there then he shall
5Y851RHRsX8-00100-00027816-00028214 return
5Y851RHRsX8-00101-00028216-00028302 now
5Y851RHRsX8-00102-00028304-00028511 this scripture
5Y851RHRsX8-00103-00028512-00028695 reveals what we call a spiritual
5Y851RHRsX8-00104-00028695-00028902 ceremony
5Y851RHRsX8-00105-00028904-00029111 a spiritual ceremony
5Y851RHRsX8-00106-00029112-00029343 is an activity that makes things go on
5Y851RHRsX8-00107-00029344-00029639 record in the realm of the spirit
5Y851RHRsX8-00108-00029639-00029831 you see we can be doing something
5Y851RHRsX8-00109-00029832-00029983 natural
5Y851RHRsX8-00110-00029983-00030270 it amounts to a spiritual ceremony if he
5Y851RHRsX8-00111-00030272-00030495 attracts the attention of god
5Y851RHRsX8-00112-00030495-00030679 and
5Y851RHRsX8-00113-00030680-00031070 and and and occasions
5Y851RHRsX8-00114-00031072-00031367 the scribes in the heavens
5Y851RHRsX8-00115-00031368-00031695 to record that activity as something
5Y851RHRsX8-00116-00031695-00031911 that god we need to bring into
5Y851RHRsX8-00117-00031912-00032174 remembrance in order for him to execute
5Y851RHRsX8-00118-00032175-00032439 his counsel in the days to come
5Y851RHRsX8-00119-00032439-00032639 that's a spiritual ceremony
5Y851RHRsX8-00120-00032639-00032855 because these guys the bible says that i
5Y851RHRsX8-00121-00032856-00033087 fear the lord they they speak
5Y851RHRsX8-00122-00033088-00033327 one unto another just like i visit your
5Y851RHRsX8-00123-00033328-00033631 house and we begin to talk about
5Y851RHRsX8-00124-00033632-00033935 some things and then the lord now
5Y851RHRsX8-00125-00033936-00034159 intercepts our discussion
5Y851RHRsX8-00126-00034160-00034431 and the substance of our discussion
5Y851RHRsX8-00127-00034432-00034615 are based on
5Y851RHRsX8-00128-00034616-00034887 several things that he inspires us to
5Y851RHRsX8-00129-00034888-00035087 begin to say the purpose for which i
5Y851RHRsX8-00130-00035088-00035239 came to visit you
5Y851RHRsX8-00131-00035240-00035583 has been left aside and god has
5Y851RHRsX8-00132-00035584-00036039 as us as entered into our communication
5Y851RHRsX8-00133-00036040-00036255 and he has given us words true
5Y851RHRsX8-00134-00036256-00036559 inspiration to begin to say
5Y851RHRsX8-00135-00036560-00036735 and when we begin to speak those words
5Y851RHRsX8-00136-00036736-00036879 those words
5Y851RHRsX8-00137-00036880-00037015 that he is
5Y851RHRsX8-00138-00037016-00037279 inspiring us to say in that a natural
5Y851RHRsX8-00139-00037280-00037543 conversation creates a platform of
5Y851RHRsX8-00140-00037544-00037735 possibility for god to administer
5Y851RHRsX8-00141-00037736-00037983 several things that he has in mind he
5Y851RHRsX8-00142-00037984-00038239 was just looking for earthly permission
5Y851RHRsX8-00143-00038240-00038455 for heavenly interference and that was
5Y851RHRsX8-00144-00038456-00038671 why he orchestrated that arrangement and
5Y851RHRsX8-00145-00038672-00038846 the moment we begin to operate on that
5Y851RHRsX8-00146-00038847-00039262 level the scribes of heaven begin to
5Y851RHRsX8-00147-00039263-00039662 record
5Y851RHRsX8-00148-00039663-00039807 so there is something that is happening
5Y851RHRsX8-00149-00039808-00039951 overhead
5Y851RHRsX8-00150-00039952-00040190 on the account of our activity
5Y851RHRsX8-00151-00040191-00040374 which we did not plan
5Y851RHRsX8-00152-00040375-00040574 but we stumbled upon because god
5Y851RHRsX8-00153-00040575-00040839 inspired us and we were willing to yield
5Y851RHRsX8-00154-00040840-00041071 to the inspiration of the holy spirit he
5Y851RHRsX8-00155-00041072-00041302 begins to create platforms in heaven it
5Y851RHRsX8-00156-00041303-00041646 creates a a ground for god to be able to
5Y851RHRsX8-00157-00041647-00041862 implement something in the days to come
5Y851RHRsX8-00158-00041863-00042030 and a book
5Y851RHRsX8-00159-00042031-00042343 of remembrance
5Y851RHRsX8-00160-00042344-00042646 is open to that effect
5Y851RHRsX8-00161-00042647-00042823 are you still with me
5Y851RHRsX8-00162-00042824-00043023 don't worry we'll go into details but
5Y851RHRsX8-00163-00043024-00043174 i'd like you to
5Y851RHRsX8-00164-00043175-00043255 pick
5Y851RHRsX8-00165-00043256-00043430 those few concepts
5Y851RHRsX8-00166-00043431-00043671 as we travel this morning
5Y851RHRsX8-00167-00043672-00043943 in the name of jesus christ so that's a
5Y851RHRsX8-00168-00043944-00044262 spiritual ceremony
5Y851RHRsX8-00169-00044263-00044671 on the account of the spiritual ceremony
5Y851RHRsX8-00170-00044672-00045030 god now has a platform to perform
5Y851RHRsX8-00171-00045031-00045383 something he said they shall be mine
5Y851RHRsX8-00172-00045384-00045735 said god in the day that i make them my
5Y851RHRsX8-00173-00045736-00046023 precious jealous god had an intention
5Y851RHRsX8-00174-00046024-00046271 that is captured within a certain day to
5Y851RHRsX8-00175-00046272-00046662 administer an intent upon his heart
5Y851RHRsX8-00176-00046663-00046862 the activity that took place among the
5Y851RHRsX8-00177-00046863-00047151 brethren that day created
5Y851RHRsX8-00178-00047152-00047367 possibility for god to have the
5Y851RHRsX8-00179-00047368-00047646 legitimacy to implement that which is
5Y851RHRsX8-00180-00047647-00047895 upon his heart in the days to come i
5Y851RHRsX8-00181-00047896-00048071 pray that
5Y851RHRsX8-00182-00048072-00048471 some things we will do here today
5Y851RHRsX8-00183-00048472-00048615 will go on record in the realm of the
5Y851RHRsX8-00184-00048616-00048823 spirit
5Y851RHRsX8-00185-00048824-00049199 in the name of jesus christ
5Y851RHRsX8-00186-00049200-00049358 i remember those days when we were still
5Y851RHRsX8-00187-00049359-00049735 on campus our campus was ravaged by
5Y851RHRsX8-00188-00049736-00049943 cult activities
5Y851RHRsX8-00189-00049944-00050295 and we began a regime of intercession to
5Y851RHRsX8-00190-00050296-00050543 call upon the name of the lord
5Y851RHRsX8-00191-00050544-00050767 we were asking heaven to come renovate
5Y851RHRsX8-00192-00050768-00051007 our campus
5Y851RHRsX8-00193-00051008-00051335 and it came to pass one of those nights
5Y851RHRsX8-00194-00051336-00051446 that
5Y851RHRsX8-00195-00051447-00051614 we were given
5Y851RHRsX8-00196-00051615-00051926 an instruction a prophetic instruction
5Y851RHRsX8-00197-00051927-00052070 and we carried out the prophetic
5Y851RHRsX8-00198-00052071-00052311 instruction as we were led
5Y851RHRsX8-00199-00052312-00052503 and it went on record in the realm of
5Y851RHRsX8-00200-00052504-00052694 the spirit everything
5Y851RHRsX8-00201-00052695-00052847 if we had known
5Y851RHRsX8-00202-00052848-00053111 that heaven would be diligent to fulfill
5Y851RHRsX8-00203-00053112-00053407 every aspect of what we uttered in the
5Y851RHRsX8-00204-00053408-00053654 midst of that prophetic action that we
5Y851RHRsX8-00205-00053655-00053911 took would have said many more things
5Y851RHRsX8-00206-00053912-00054223 if we had known but he went on record in
5Y851RHRsX8-00207-00054224-00054382 the realm of the spirit and when we had
5Y851RHRsX8-00208-00054383-00054654 graduated
5Y851RHRsX8-00209-00054655-00054854 so it means we're no longer
5Y851RHRsX8-00210-00054855-00055223 we no longer had a hand in that which
5Y851RHRsX8-00211-00055224-00055430 was recorded
5Y851RHRsX8-00212-00055432-00055694 god began to fulfill
5Y851RHRsX8-00213-00055695-00055903 what he said
5Y851RHRsX8-00214-00055904-00056263 to the very later there was no aspect of
5Y851RHRsX8-00215-00056264-00056479 the things we spoke
5Y851RHRsX8-00216-00056479-00056703 that did not come to pass god and in
5Y851RHRsX8-00217-00056704-00056942 order for god to encourage us he
5Y851RHRsX8-00218-00056944-00057087 fulfilled it
5Y851RHRsX8-00219-00057088-00057247 according to the sequence of our
5Y851RHRsX8-00220-00057248-00057359 speaking
5Y851RHRsX8-00221-00057360-00057687 so you will realize that what happened
5Y851RHRsX8-00222-00057688-00057791 was
5Y851RHRsX8-00223-00057791-00058054 an implementation of something that went
5Y851RHRsX8-00224-00058055-00058142 on
5Y851RHRsX8-00225-00058144-00058271 record
5Y851RHRsX8-00226-00058272-00058487 there are so many books
5Y851RHRsX8-00227-00058488-00058719 that god makes reference to
5Y851RHRsX8-00228-00058720-00058935 we have the book of war
5Y851RHRsX8-00229-00058936-00059159 we have the book of covenant we also
5Y851RHRsX8-00230-00059160-00059391 have the book of remembrance and in the
5Y851RHRsX8-00231-00059391-00059654 book of remembrance he will inspire you
5Y851RHRsX8-00232-00059655-00059959 to do something that will go on record
5Y851RHRsX8-00233-00059960-00060126 in the realm of the spirit and become a
5Y851RHRsX8-00234-00060127-00060366 platform for which he can bring
5Y851RHRsX8-00235-00060367-00060671 fulfillment in the days to come
5Y851RHRsX8-00236-00060672-00060851 today some things will go on record
5Y851RHRsX8-00237-00060852-00061399 [Music]
5Y851RHRsX8-00238-00061400-00061638 let us take a typical example
5Y851RHRsX8-00239-00061639-00061879 of what i'm talking about then we'll see
5Y851RHRsX8-00240-00061879-00062063 how it connects
5Y851RHRsX8-00241-00062064-00062326 to the concept of the power
5Y851RHRsX8-00242-00062327-00062479 of god's
5Y851RHRsX8-00243-00062479-00062694 message before we can go into that
5Y851RHRsX8-00244-00062695-00062935 layout which is in the book of genesis
5Y851RHRsX8-00245-00062936-00063191 18 we need to do a refresher course to
5Y851RHRsX8-00246-00063191-00063406 follow to see a sequence
5Y851RHRsX8-00247-00063407-00063671 of the move of god
5Y851RHRsX8-00248-00063672-00063926 in the life of a believer
5Y851RHRsX8-00249-00063927-00064166 so i'm digressing to do a refresher
5Y851RHRsX8-00250-00064167-00064511 course oh my god my friend is here
5Y851RHRsX8-00251-00064512-00064847 you're welcome
5Y851RHRsX8-00252-00064848-00065159 hallelujah
5Y851RHRsX8-00253-00065160-00065326 john chapter 8
5Y851RHRsX8-00254-00065327-00065526 this is a refresher course
5Y851RHRsX8-00255-00065527-00065743 just to bring us up to speed with the
5Y851RHRsX8-00256-00065744-00065882 things that we are going to be dwelling
5Y851RHRsX8-00257-00065883-00066238 upon in john chapter 8
5Y851RHRsX8-00258-00066239-00066382 verse
5Y851RHRsX8-00259-00066383-00066703 31 and 32 please help me with that
5Y851RHRsX8-00260-00066704-00067015 scripture on the screen
5Y851RHRsX8-00261-00067016-00067343 then said jesus to those jews
5Y851RHRsX8-00262-00067344-00067655 which believed on him
5Y851RHRsX8-00263-00067656-00068079 if you continue in my word
5Y851RHRsX8-00264-00068080-00068215 then
5Y851RHRsX8-00265-00068216-00068655 ye are my disciples indeed
5Y851RHRsX8-00266-00068656-00068943 next verse and ye shall
5Y851RHRsX8-00267-00068944-00069159 know the truth
5Y851RHRsX8-00268-00069160-00069350 and the truth shall
5Y851RHRsX8-00269-00069351-00069503 make you free
5Y851RHRsX8-00270-00069504-00069759 now jesus was addressing
5Y851RHRsX8-00271-00069760-00070055 believers
5Y851RHRsX8-00272-00070056-00070326 the number of jews had believed on him
5Y851RHRsX8-00273-00070327-00070591 and he was addressing them to give them
5Y851RHRsX8-00274-00070592-00070879 insight into how they can
5Y851RHRsX8-00275-00070880-00070999 progress
5Y851RHRsX8-00276-00071000-00071206 in their work with god
5Y851RHRsX8-00277-00071207-00071479 it says if we continue
5Y851RHRsX8-00278-00071480-00071711 in my world
5Y851RHRsX8-00279-00071712-00071894 then you become what
5Y851RHRsX8-00280-00071895-00071975 my
5Y851RHRsX8-00281-00071976-00072455 disciples so we all begin as believers
5Y851RHRsX8-00282-00072456-00072735 and those among us that decide to
5Y851RHRsX8-00283-00072736-00073055 continue in the word of god to
5Y851RHRsX8-00284-00073056-00073335 understand god's thoughts
5Y851RHRsX8-00285-00073336-00073526 to understand the principles by which
5Y851RHRsX8-00286-00073527-00073679 god operates
5Y851RHRsX8-00287-00073680-00073855 to understand
5Y851RHRsX8-00288-00073856-00074247 the chemistry behind the implementation
5Y851RHRsX8-00289-00074248-00074543 of several mysteries in the kingdom of
5Y851RHRsX8-00290-00074544-00074694 god
5Y851RHRsX8-00291-00074695-00075023 those ones will graduate to become
5Y851RHRsX8-00292-00075024-00075303 disciples
5Y851RHRsX8-00293-00075304-00075415 and
5Y851RHRsX8-00294-00075416-00075582 what jesus was talking about here was
5Y851RHRsX8-00295-00075583-00075862 not just a disciple but a chartered
5Y851RHRsX8-00296-00075863-00076071 disciple
5Y851RHRsX8-00297-00076072-00076343 so if you continue in my world then you
5Y851RHRsX8-00298-00076344-00076431 become
5Y851RHRsX8-00299-00076432-00076711 a chartered disciple a disciple that i
5Y851RHRsX8-00300-00076712-00076903 will reckon with
5Y851RHRsX8-00301-00076904-00077182 that indeed this one is a disciple so
5Y851RHRsX8-00302-00077183-00077399 there's a migration from
5Y851RHRsX8-00303-00077400-00077615 being believers
5Y851RHRsX8-00304-00077616-00077782 to becoming what
5Y851RHRsX8-00305-00077783-00078071 disciples and each of these
5Y851RHRsX8-00306-00078072-00078382 levels are ecosystems that the grace of
5Y851RHRsX8-00307-00078383-00078703 god has
5Y851RHRsX8-00308-00078704-00078911 created possibilities
5Y851RHRsX8-00309-00078912-00079159 for you to be sufficient in
5Y851RHRsX8-00310-00079160-00079503 you you can decide to remain a believer
5Y851RHRsX8-00311-00079504-00079694 the grace of god in that space is
5Y851RHRsX8-00312-00079695-00080119 sufficient to establish you um in that
5Y851RHRsX8-00313-00080120-00080238 reality
5Y851RHRsX8-00314-00080239-00080431 you can decide that i want to be a
5Y851RHRsX8-00315-00080432-00080671 disciple the grace of god is another
5Y851RHRsX8-00316-00080672-00081031 rare mentality is an ecosystem
5Y851RHRsX8-00317-00081032-00081223 in god
5Y851RHRsX8-00318-00081224-00081455 the grace of god will be available to
5Y851RHRsX8-00319-00081456-00081631 make ensure that you are a chartered
5Y851RHRsX8-00320-00081632-00081831 disciple and to function according to
5Y851RHRsX8-00321-00081832-00082326 the realities in that ecosystem
5Y851RHRsX8-00322-00082327-00082535 the next level is the level of servants
5Y851RHRsX8-00323-00082536-00082775 is when you have understood
5Y851RHRsX8-00324-00082776-00083015 the ways and the workings of god then
5Y851RHRsX8-00325-00083016-00083271 you are conscripted to function
5Y851RHRsX8-00326-00083272-00083599 in god's service
5Y851RHRsX8-00327-00083600-00083982 you begin to
5Y851RHRsX8-00328-00083983-00084238 save the will of god
5Y851RHRsX8-00329-00084239-00084462 because you want to serve a spirit you
5Y851RHRsX8-00330-00084463-00084855 need to understand
5Y851RHRsX8-00331-00084856-00085479 what can impress a spirit
5Y851RHRsX8-00332-00085480-00085767 i've gone through great efforts to try
5Y851RHRsX8-00333-00085768-00085950 to impress my wife sometimes and many
5Y851RHRsX8-00334-00085951-00086287 times i didn't meet up
5Y851RHRsX8-00335-00086288-00086375 so
5Y851RHRsX8-00336-00086376-00086518 so
5Y851RHRsX8-00337-00086519-00086862 what do you think can impress the spirit
5Y851RHRsX8-00338-00086863-00087150 the spirit will not say okay you
5Y851RHRsX8-00339-00087151-00087823 you actually tried
5Y851RHRsX8-00340-00087824-00087950 it's not just any spirit we're not
5Y851RHRsX8-00341-00087951-00088071 talking about the water spirit we're
5Y851RHRsX8-00342-00088072-00088175 talking about
5Y851RHRsX8-00343-00088176-00088526 god a king spirit
5Y851RHRsX8-00344-00088527-00088879 for instance
5Y851RHRsX8-00345-00088880-00089094 a native doctor can send
5Y851RHRsX8-00346-00089095-00089262 the spirits that walk with him in the
5Y851RHRsX8-00347-00089263-00089462 shrine to go accomplish
5Y851RHRsX8-00348-00089463-00089582 a mission
5Y851RHRsX8-00349-00089583-00089782 you can send the holy ghost
5Y851RHRsX8-00350-00089783-00090055 because he is a king spirit he will only
5Y851RHRsX8-00351-00090056-00090262 do what he wants to do when he wants to
5Y851RHRsX8-00352-00090263-00090599 do it
5Y851RHRsX8-00353-00090600-00090838 so the the issue here is
5Y851RHRsX8-00354-00090839-00091143 how can you really serve such
5Y851RHRsX8-00355-00091144-00091303 a personality
5Y851RHRsX8-00356-00091304-00091391 and
5Y851RHRsX8-00357-00091392-00091655 such service will not be acceptable by
5Y851RHRsX8-00358-00091656-00091887 him you need to be a disciple first to
5Y851RHRsX8-00359-00091888-00092087 know his ways
5Y851RHRsX8-00360-00092088-00092367 before you can now save him accurately
5Y851RHRsX8-00361-00092368-00092511 the bible says sin that we have received
5Y851RHRsX8-00362-00092512-00092982 a kingdom that cannot be moved
5Y851RHRsX8-00363-00092983-00093262 he said let us have grace
5Y851RHRsX8-00364-00093263-00093367 whereby
5Y851RHRsX8-00365-00093368-00093615 we may serve god acceptably
5Y851RHRsX8-00366-00093616-00093838 and the textual of acceptable service is
5Y851RHRsX8-00367-00093839-00094311 revealed in reverence
5Y851RHRsX8-00368-00094312-00094599 and in godly fear
5Y851RHRsX8-00369-00094600-00094926 for our god is a consuming fire that
5Y851RHRsX8-00370-00094927-00095223 last phrase there
5Y851RHRsX8-00371-00095224-00095391 is not a fire that will consume you
5Y851RHRsX8-00372-00095392-00095567 that's not what you say you will
5Y851RHRsX8-00373-00095568-00095743 remember that
5Y851RHRsX8-00374-00095744-00096135 at the end of this age our works will be
5Y851RHRsX8-00375-00096136-00096374 tested by fire
5Y851RHRsX8-00376-00096375-00096655 right so the context here is service and
5Y851RHRsX8-00377-00096656-00096950 you say with me the context here
5Y851RHRsX8-00378-00096951-00097087 is service
5Y851RHRsX8-00379-00097088-00097455 every man's service to god everything we
5Y851RHRsX8-00380-00097456-00097711 did in the name of god will be subjected
5Y851RHRsX8-00381-00097712-00097935 to the fire test
5Y851RHRsX8-00382-00097936-00098343 it's a quality control test in eternity
5Y851RHRsX8-00383-00098344-00098526 and if you study your bible in the book
5Y851RHRsX8-00384-00098527-00098799 of revelation chapter 1 when jesus made
5Y851RHRsX8-00385-00098800-00099047 an appearance to john on the isle of
5Y851RHRsX8-00386-00099048-00099167 partners
5Y851RHRsX8-00387-00099168-00099391 you will notice that in the description
5Y851RHRsX8-00388-00099392-00099743 of jesus that he gave his eyes were like
5Y851RHRsX8-00389-00099744-00099903 a flame of fire
5Y851RHRsX8-00390-00099904-00100150 so the testing is instrument that we use
5Y851RHRsX8-00391-00100151-00100326 that will create the fire that we test
5Y851RHRsX8-00392-00100327-00100438 our works
5Y851RHRsX8-00393-00100439-00100599 is actually
5Y851RHRsX8-00394-00100600-00100806 whether our walks are within the
5Y851RHRsX8-00395-00100807-00101047 perspective of jesus so if your works
5Y851RHRsX8-00396-00101048-00101262 are not within his perspective it will
5Y851RHRsX8-00397-00101263-00101431 burn
5Y851RHRsX8-00398-00101432-00101655 in order for you to walk in a delicate
5Y851RHRsX8-00399-00101656-00101943 kingdom like that that cannot be moved
5Y851RHRsX8-00400-00101944-00102282 you will need to be a disciple
5Y851RHRsX8-00401-00102283-00102439 first
5Y851RHRsX8-00402-00102440-00102790 before you enter into service
5Y851RHRsX8-00403-00102791-00102982 and there are several things
5Y851RHRsX8-00404-00102983-00103166 meanwhile if you decide to remain in the
5Y851RHRsX8-00405-00103167-00103439 disciple level there's enough grace that
5Y851RHRsX8-00406-00103440-00103694 can accommodate you there
5Y851RHRsX8-00407-00103695-00103847 if you want to go higher
5Y851RHRsX8-00408-00103848-00104094 into the service level to save a policy
5Y851RHRsX8-00409-00104095-00104342 from the heart of god and to implement
5Y851RHRsX8-00410-00104343-00104647 god's will in your generation there is
5Y851RHRsX8-00411-00104648-00104871 also grace at that level that will
5Y851RHRsX8-00412-00104872-00105143 sustain you but it is a
5Y851RHRsX8-00413-00105144-00105399 very very sensitive
5Y851RHRsX8-00414-00105400-00105647 line of activity you will need to be
5Y851RHRsX8-00415-00105648-00105886 equipped with an understanding of the
5Y851RHRsX8-00416-00105888-00106007 nature
5Y851RHRsX8-00417-00106008-00106231 of the personality that we are in league
5Y851RHRsX8-00418-00106232-00106463 with you need to understand the
5Y851RHRsX8-00419-00106464-00106710 principles by which your praise
5Y851RHRsX8-00420-00106711-00106975 the things that are pleasing to him you
5Y851RHRsX8-00421-00106976-00107231 can't do that in ignorance and expect to
5Y851RHRsX8-00422-00107232-00107439 have an outcome
5Y851RHRsX8-00423-00107440-00107766 so the third level is the level of being
5Y851RHRsX8-00424-00107767-00108031 a servant
5Y851RHRsX8-00425-00108032-00108647 john chapter 15
5Y851RHRsX8-00426-00108648-00108847 from verse 15.
5Y851RHRsX8-00427-00108848-00108958 quickly
5Y851RHRsX8-00428-00108959-00109134 this is a refresher because we're going
5Y851RHRsX8-00429-00109135-00109223 to
5Y851RHRsX8-00430-00109224-00109366 there's a certain scripture i want to
5Y851RHRsX8-00431-00109367-00109615 introduce it captures everything we are
5Y851RHRsX8-00432-00109616-00109702 saying
5Y851RHRsX8-00433-00109703-00109919 and then you give us a good idea
5Y851RHRsX8-00434-00109920-00110239 into uh
5Y851RHRsX8-00435-00110240-00110390 what needs to
5Y851RHRsX8-00436-00110391-00110486 happen
5Y851RHRsX8-00437-00110488-00110990 to occasionally remembrance in heaven
5Y851RHRsX8-00438-00110991-00111158 this is jesus speaking and jesus said
5Y851RHRsX8-00439-00111159-00111302 henceforth
5Y851RHRsX8-00440-00111303-00111734 i will call you not servants
5Y851RHRsX8-00441-00111735-00112110 for the servant know it not
5Y851RHRsX8-00442-00112111-00112407 what the lord what is not doing
5Y851RHRsX8-00443-00112408-00112495 you see
5Y851RHRsX8-00444-00112496-00112871 in the regime in in in in the regime of
5Y851RHRsX8-00445-00112872-00113151 service to god
5Y851RHRsX8-00446-00113152-00113423 we begin to become comfortable
5Y851RHRsX8-00447-00113424-00113775 with god's instructions
5Y851RHRsX8-00448-00113776-00113919 all right
5Y851RHRsX8-00449-00113920-00114078 i'm talking about several things that
5Y851RHRsX8-00450-00114079-00114286 god makes available to you that you need
5Y851RHRsX8-00451-00114288-00114695 to accomplish and god will starve you of
5Y851RHRsX8-00452-00114696-00115047 the understanding of why
5Y851RHRsX8-00453-00115048-00115390 so that you can become comfortable
5Y851RHRsX8-00454-00115391-00115575 living by his instructions and not his
5Y851RHRsX8-00455-00115576-00115831 explanations
5Y851RHRsX8-00456-00115832-00115983 your understanding is going to be
5Y851RHRsX8-00457-00115983-00116166 seriously unfruitful so that your heart
5Y851RHRsX8-00458-00116167-00116454 can be tested it's not a mind thing
5Y851RHRsX8-00459-00116455-00116615 it's a hat thing
5Y851RHRsX8-00460-00116616-00116847 for which we need to be discipled to
5Y851RHRsX8-00461-00116848-00117223 operate that way
5Y851RHRsX8-00462-00117224-00117543 now you know many of us need to
5Y851RHRsX8-00463-00117544-00117839 understand before we obey no that's not
5Y851RHRsX8-00464-00117840-00117990 the kind of service we're talking about
5Y851RHRsX8-00465-00117991-00118166 here
5Y851RHRsX8-00466-00118167-00118390 jesus gives us an insight into that kind
5Y851RHRsX8-00467-00118391-00118543 of service
5Y851RHRsX8-00468-00118544-00118727 you don't need to know the details all
5Y851RHRsX8-00469-00118728-00119023 you need to know is the instruction
5Y851RHRsX8-00470-00119024-00119254 and many times the circumstances
5Y851RHRsX8-00471-00119255-00119527 situations around that
5Y851RHRsX8-00472-00119528-00119799 kind of service delivery is not
5Y851RHRsX8-00473-00119800-00120023 conducive
5Y851RHRsX8-00474-00120024-00120207 so you don't understand why it has to be
5Y851RHRsX8-00475-00120208-00120407 like this
5Y851RHRsX8-00476-00120408-00120614 but your place is not to question the
5Y851RHRsX8-00477-00120615-00120751 master
5Y851RHRsX8-00478-00120752-00120878 your place
5Y851RHRsX8-00479-00120879-00121286 is to obey even when it doesn't look
5Y851RHRsX8-00480-00121288-00121407 logical
5Y851RHRsX8-00481-00121408-00121551 and when you have
5Y851RHRsX8-00482-00121552-00121719 are you with me that's the that's the
5Y851RHRsX8-00483-00121720-00121823 realm
5Y851RHRsX8-00484-00121824-00122110 of the servant
5Y851RHRsX8-00485-00122111-00122286 go on with me
5Y851RHRsX8-00486-00122288-00122502 i have not finished that scripture
5Y851RHRsX8-00487-00122503-00122886 but i have called you friends
5Y851RHRsX8-00488-00122888-00123119 for all things that i've heard of my
5Y851RHRsX8-00489-00123120-00123247 father
5Y851RHRsX8-00490-00123248-00123519 i have made them known to you so there
5Y851RHRsX8-00491-00123520-00123710 is another level
5Y851RHRsX8-00492-00123711-00123854 of
5Y851RHRsX8-00493-00123855-00124143 friend
5Y851RHRsX8-00494-00124144-00124431 it is that level of friend
5Y851RHRsX8-00495-00124432-00124590 that god brings you into the
5Y851RHRsX8-00496-00124591-00124783 understanding
5Y851RHRsX8-00497-00124783-00125058 into the out walkings into the
5Y851RHRsX8-00498-00125059-00125399 intentions that he has
5Y851RHRsX8-00499-00125400-00125727 and abraham is a wonderful example of a
5Y851RHRsX8-00500-00125728-00125975 man that walked in that realm
5Y851RHRsX8-00501-00125976-00126399 because abraham was he had three titles
5Y851RHRsX8-00502-00126400-00126671 he was the friend of god
5Y851RHRsX8-00503-00126672-00126863 he was the father of faith
5Y851RHRsX8-00504-00126864-00127071 and he was a father of many nations
5Y851RHRsX8-00505-00127072-00127263 in fact he has so much structure that
5Y851RHRsX8-00506-00127264-00127543 jews christians and muslims claim him to
5Y851RHRsX8-00507-00127544-00127814 be their spiritual ancestor
5Y851RHRsX8-00508-00127815-00128007 in view of the above
5Y851RHRsX8-00509-00128008-00128166 i would like us to look at a scripture
5Y851RHRsX8-00510-00128167-00128423 that captures the activity of a friend
5Y851RHRsX8-00511-00128424-00128623 of god
5Y851RHRsX8-00512-00128624-00128943 is on the strength of his currency
5Y851RHRsX8-00513-00128944-00129158 before god as a friend
5Y851RHRsX8-00514-00129159-00129334 that he was able to operate in that
5Y851RHRsX8-00515-00129335-00129463 capacity
5Y851RHRsX8-00516-00129464-00129758 because when you become a friend of god
5Y851RHRsX8-00517-00129759-00130127 you are entitled to know what the father
5Y851RHRsX8-00518-00130128-00130566 is doing
5Y851RHRsX8-00519-00130567-00130775 are you with me
5Y851RHRsX8-00520-00130776-00130951 you are now with me
5Y851RHRsX8-00521-00130952-00131078 there is an entity you have an
5Y851RHRsX8-00522-00131079-00131447 entitlement even god himself with okay
5Y851RHRsX8-00523-00131448-00131759 let's go to let's talk in scriptures
5Y851RHRsX8-00524-00131760-00131951 genesis
5Y851RHRsX8-00525-00131952-00132190 chapter 18.
5Y851RHRsX8-00526-00132191-00132454 i like us to see the texture
5Y851RHRsX8-00527-00132455-00132599 very clearly
5Y851RHRsX8-00528-00132600-00132695 then
5Y851RHRsX8-00529-00132696-00132854 we'll now see how the prayer point will
5Y851RHRsX8-00530-00132855-00132966 come up
5Y851RHRsX8-00531-00132967-00133143 as we begin to prosecute the prayer
5Y851RHRsX8-00532-00133144-00133263 point
5Y851RHRsX8-00533-00133264-00133431 the things we are teaching now will
5Y851RHRsX8-00534-00133432-00133831 begin to happen
5Y851RHRsX8-00535-00133832-00134039 now you see that aspect
5Y851RHRsX8-00536-00134040-00134239 i actually don't need your aimment for
5Y851RHRsX8-00537-00134240-00134519 that aspect to happen
5Y851RHRsX8-00538-00134520-00134863 even if you don't believe it will happen
5Y851RHRsX8-00539-00134864-00135207 no the amen is not needed there it's not
5Y851RHRsX8-00540-00135208-00135407 it's not needed
5Y851RHRsX8-00541-00135408-00135751 amen are you with me in
5Y851RHRsX8-00542-00135752-00136007 genesis
5Y851RHRsX8-00543-00136008-00136454 all right let's do 19
5Y851RHRsX8-00544-00136455-00136607 genesis
5Y851RHRsX8-00545-00136608-00136902 okay 18 sorry genesis 18 we'll begin
5Y851RHRsX8-00546-00136903-00137647 from verse 17 but but hold on
5Y851RHRsX8-00547-00137648-00137783 each and every one of us has the
5Y851RHRsX8-00548-00137784-00137990 potential to
5Y851RHRsX8-00549-00137991-00138111 operate
5Y851RHRsX8-00550-00138112-00138263 with god
5Y851RHRsX8-00551-00138264-00138559 on that level of friend so god does not
5Y851RHRsX8-00552-00138560-00138683 have
5Y851RHRsX8-00553-00138684-00139047 favorites god only has intimates
5Y851RHRsX8-00554-00139048-00139183 and whether or not you become an
5Y851RHRsX8-00555-00139184-00139495 intimate with god is dependent on the
5Y851RHRsX8-00556-00139496-00139814 ecosystem you are willing to operate so
5Y851RHRsX8-00557-00139815-00140151 the experiences the level of experiences
5Y851RHRsX8-00558-00140152-00140359 and possibilities that are bound toward
5Y851RHRsX8-00559-00140360-00140454 you
5Y851RHRsX8-00560-00140455-00140671 is consistent with the ecosystem that
5Y851RHRsX8-00561-00140672-00140927 you are comfortable with some people
5Y851RHRsX8-00562-00140928-00141023 have
5Y851RHRsX8-00563-00141024-00141231 aspiring
5Y851RHRsX8-00564-00141232-00141639 for very critical intimacy with god so
5Y851RHRsX8-00565-00141640-00141854 that it will be impossible for god to do
5Y851RHRsX8-00566-00141855-00142063 something within the scope of their
5Y851RHRsX8-00567-00142064-00142343 jurisdiction as ordained by heaven
5Y851RHRsX8-00568-00142344-00142583 without reaching out to them to give
5Y851RHRsX8-00569-00142584-00142911 them insight into what god wants to do
5Y851RHRsX8-00570-00142912-00143111 at this point these individuals have
5Y851RHRsX8-00571-00143112-00143490 become
5Y851RHRsX8-00572-00143491-00143735 co-administrators with god
5Y851RHRsX8-00573-00143736-00143983 in his policy
5Y851RHRsX8-00574-00143984-00144135 directions
5Y851RHRsX8-00575-00144136-00144319 so he will need to come and educate them
5Y851RHRsX8-00576-00144320-00144471 about what he wants to do because they
5Y851RHRsX8-00577-00144472-00144631 have a role to play
5Y851RHRsX8-00578-00144632-00144887 in the implementation thereof
5Y851RHRsX8-00579-00144888-00145078 there are several privileges that are
5Y851RHRsX8-00580-00145079-00145271 available at that level and i want us to
5Y851RHRsX8-00581-00145272-00145583 see before we go studying
5Y851RHRsX8-00582-00145584-00145775 an actual case
5Y851RHRsX8-00583-00145776-00145926 when abraham
5Y851RHRsX8-00584-00145927-00146223 used his intimacy with god as a legal
5Y851RHRsX8-00585-00146224-00146526 tender to occasional transactions
5Y851RHRsX8-00586-00146527-00146751 i would like us to see his credentials
5Y851RHRsX8-00587-00146752-00147023 before god first and foremost
5Y851RHRsX8-00588-00147024-00147214 genesis chapter 18 please stay with me
5Y851RHRsX8-00589-00147215-00147454 stay with me i know you are now with me
5Y851RHRsX8-00590-00147455-00147607 most of you are not
5Y851RHRsX8-00591-00147608-00148159 but i'm asking stay
5Y851RHRsX8-00592-00148160-00148359 and the lord
5Y851RHRsX8-00593-00148360-00148623 said this is god saying in 17 shall i
5Y851RHRsX8-00594-00148624-00148887 hide from abraham
5Y851RHRsX8-00595-00148888-00149014 that
5Y851RHRsX8-00596-00149015-00149271 thing which i do is it because it's a
5Y851RHRsX8-00597-00149272-00149423 friend of god
5Y851RHRsX8-00598-00149424-00149663 god is compelled god had intentions to
5Y851RHRsX8-00599-00149664-00149823 hide
5Y851RHRsX8-00600-00149824-00150007 his cancer from him but the guy had
5Y851RHRsX8-00601-00150008-00150111 reached
5Y851RHRsX8-00602-00150112-00150423 a level of structure in the spirit
5Y851RHRsX8-00603-00150424-00150990 that that location got to
5Y851RHRsX8-00604-00150991-00151263 the idea was all right
5Y851RHRsX8-00605-00151264-00151447 then he's not talking to himself shall i
5Y851RHRsX8-00606-00151448-00151687 hide
5Y851RHRsX8-00607-00151688-00151902 no
5Y851RHRsX8-00608-00151903-00152078 there's something i want to do but shall
5Y851RHRsX8-00609-00152079-00152223 i hide it
5Y851RHRsX8-00610-00152224-00152439 next verse
5Y851RHRsX8-00611-00152440-00152695 this is credentials it's a seeing that
5Y851RHRsX8-00612-00152696-00152990 abraham shall surely become great that's
5Y851RHRsX8-00613-00152991-00153175 one
5Y851RHRsX8-00614-00153176-00153502 so every friend of god becomes great
5Y851RHRsX8-00615-00153503-00153583 and
5Y851RHRsX8-00616-00153584-00153999 it becomes great surely
5Y851RHRsX8-00617-00154000-00154151 you used to remember isaiah chapter 15
5Y851RHRsX8-00618-00154152-00154431 he says surely he has borne our griefs
5Y851RHRsX8-00619-00154432-00154671 and carried our sorrows
5Y851RHRsX8-00620-00154672-00154799 surely
5Y851RHRsX8-00621-00154800-00154999 so every friend of god will surely
5Y851RHRsX8-00622-00155000-00155351 become great give me my scripture please
5Y851RHRsX8-00623-00155352-00155566 seeing that abraham shall surely become
5Y851RHRsX8-00624-00155567-00155702 great
5Y851RHRsX8-00625-00155703-00155911 and
5Y851RHRsX8-00626-00155912-00156111 mighty nation
5Y851RHRsX8-00627-00156112-00156326 and all the nations of the earth shall
5Y851RHRsX8-00628-00156327-00156543 be blessed by him
5Y851RHRsX8-00629-00156544-00156814 that is abraham's ordination
5Y851RHRsX8-00630-00156815-00156887 in
5Y851RHRsX8-00631-00156888-00157078 the administration of his purposes in
5Y851RHRsX8-00632-00157079-00157207 the earth
5Y851RHRsX8-00633-00157208-00157311 he
5Y851RHRsX8-00634-00157312-00157678 is ordained to become a channel
5Y851RHRsX8-00635-00157679-00157871 of blessing
5Y851RHRsX8-00636-00157872-00157975 right
5Y851RHRsX8-00637-00157976-00158287 because god doesn't bless individuals
5Y851RHRsX8-00638-00158288-00158583 god blesses abraham the earth was willed
5Y851RHRsX8-00639-00158584-00158759 to him
5Y851RHRsX8-00640-00158760-00159087 so the the extent of blessing you walk
5Y851RHRsX8-00641-00159088-00159335 in is consistent with
5Y851RHRsX8-00642-00159336-00159751 how related you are with abraham
5Y851RHRsX8-00643-00159752-00160014 yes and how for you to be entitled to
5Y851RHRsX8-00644-00160015-00160247 blessing it is abraham's commodity are
5Y851RHRsX8-00645-00160248-00160383 you with me
5Y851RHRsX8-00646-00160384-00160566 oh you're not with me okay since you are
5Y851RHRsX8-00647-00160567-00160775 not with me we'll just leave it we'll
5Y851RHRsX8-00648-00160776-00161214 leave it at that level
5Y851RHRsX8-00649-00161215-00161463 you know jesus was called the son of
5Y851RHRsX8-00650-00161464-00161719 abraham jesus was called the son of
5Y851RHRsX8-00651-00161720-00161823 david
5Y851RHRsX8-00652-00161824-00162071 jesus was god the son of man
5Y851RHRsX8-00653-00162072-00162278 jesus was called the son
5Y851RHRsX8-00654-00162279-00162478 the seed of the woman
5Y851RHRsX8-00655-00162479-00162814 jesus was called the son of god
5Y851RHRsX8-00656-00162815-00162999 those were the five titles that jesus
5Y851RHRsX8-00657-00163000-00163239 walked in
5Y851RHRsX8-00658-00163240-00163414 now
5Y851RHRsX8-00659-00163415-00163871 why was he called the son of abraham
5Y851RHRsX8-00660-00163872-00164111 have you sat down to think
5Y851RHRsX8-00661-00164112-00164271 because what we call redemption began
5Y851RHRsX8-00662-00164272-00164471 with abraham
5Y851RHRsX8-00663-00164472-00164631 there were great men that had risen
5Y851RHRsX8-00664-00164632-00164807 before abraham came upon the scene but
5Y851RHRsX8-00665-00164808-00165078 god never started the initiative
5Y851RHRsX8-00666-00165079-00165263 of
5Y851RHRsX8-00667-00165264-00165551 delivering foreign fallen man until
5Y851RHRsX8-00668-00165552-00165759 abraham it was abraham that was an
5Y851RHRsX8-00669-00165760-00166007 idolater that god now called by an act
5Y851RHRsX8-00670-00166008-00166214 of his sovereignty to come out
5Y851RHRsX8-00671-00166215-00166471 from among his people from his kindred
5Y851RHRsX8-00672-00166472-00166663 from his father's house
5Y851RHRsX8-00673-00166664-00167223 abraham are you with me
5Y851RHRsX8-00674-00167224-00167471 if you study the book of galatians 3 you
5Y851RHRsX8-00675-00167472-00167599 realize
5Y851RHRsX8-00676-00167600-00167678 that
5Y851RHRsX8-00677-00167679-00167871 what god started with abraham he
5Y851RHRsX8-00678-00167872-00168126 actually found adequate actualization
5Y851RHRsX8-00679-00168127-00168478 with jesus jesus came on the premise of
5Y851RHRsX8-00680-00168479-00168751 the covenant that god had with abraham
5Y851RHRsX8-00681-00168752-00169038 which includes all nations and all the
5Y851RHRsX8-00682-00169039-00169254 families of the earth
5Y851RHRsX8-00683-00169255-00169566 the legal platform
5Y851RHRsX8-00684-00169567-00169790 that authenticated what god began with
5Y851RHRsX8-00685-00169791-00170054 abraham and created a premise for
5Y851RHRsX8-00686-00170055-00170326 organic salvation to find expression was
5Y851RHRsX8-00687-00170327-00170526 all rooted
5Y851RHRsX8-00688-00170527-00170807 in an economy of reality that god began
5Y851RHRsX8-00689-00170808-00171023 to implement with that man called
5Y851RHRsX8-00690-00171024-00171319 abraham
5Y851RHRsX8-00691-00171320-00171599 so when we talk about blessing
5Y851RHRsX8-00692-00171600-00171831 it's in the book of galatians 3 that we
5Y851RHRsX8-00693-00171832-00172054 understand what blessing means
5Y851RHRsX8-00694-00172055-00172278 it has to do with the promise of the
5Y851RHRsX8-00695-00172279-00172583 spirit it has to do with with the
5Y851RHRsX8-00696-00172584-00173095 blessing of the privilege of being
5Y851RHRsX8-00697-00173096-00173247 a
5Y851RHRsX8-00698-00173248-00173399 an entity
5Y851RHRsX8-00699-00173400-00173551 that the holy ghost will come and in
5Y851RHRsX8-00700-00173552-00173854 dwell so you have access to the mind of
5Y851RHRsX8-00701-00173855-00174087 god you have access to
5Y851RHRsX8-00702-00174088-00174287 the grace of god you have access to the
5Y851RHRsX8-00703-00174288-00174575 wisdom of god that which is in god you
5Y851RHRsX8-00704-00174576-00174878 can access it because you have the holy
5Y851RHRsX8-00705-00174879-00175111 ghost not just coming upon you to
5Y851RHRsX8-00706-00175112-00175478 occasion an activity but dwelling in you
5Y851RHRsX8-00707-00175479-00175654 to give you an opportunity to be a
5Y851RHRsX8-00708-00175655-00176175 partaker of the divine nature
5Y851RHRsX8-00709-00176176-00176359 so when we talk abraham we are talking
5Y851RHRsX8-00710-00176360-00176511 the sauce
5Y851RHRsX8-00711-00176512-00176751 talking soft god so if
5Y851RHRsX8-00712-00176752-00176926 if we can't trace you to abraham you
5Y851RHRsX8-00713-00176927-00177438 don't exist in this common world
5Y851RHRsX8-00714-00177439-00177566 are you there
5Y851RHRsX8-00715-00177567-00177878 now so god intended him to be great
5Y851RHRsX8-00716-00177879-00178087 god intended him every family of the
5Y851RHRsX8-00717-00178088-00178295 earth to tap from that which god would
5Y851RHRsX8-00718-00178296-00178519 do in him
5Y851RHRsX8-00719-00178520-00178702 yes go on
5Y851RHRsX8-00720-00178703-00178887 still talking about abraham's
5Y851RHRsX8-00721-00178888-00179126 credentials
5Y851RHRsX8-00722-00179127-00179271 and all the nations of the earth shall
5Y851RHRsX8-00723-00179272-00179526 be blessed in him
5Y851RHRsX8-00724-00179527-00179726 these were the things that compel god
5Y851RHRsX8-00725-00179727-00179926 for i know him
5Y851RHRsX8-00726-00179927-00180111 now that verse
5Y851RHRsX8-00727-00180112-00180390 verse 18 talks about his ordination how
5Y851RHRsX8-00728-00180391-00180671 private he is
5Y851RHRsX8-00729-00180672-00180926 in his agenda
5Y851RHRsX8-00730-00180927-00181151 for the human race
5Y851RHRsX8-00731-00181152-00181335 and that one is an ordination he didn't
5Y851RHRsX8-00732-00181336-00181551 qualify for it it was god that called
5Y851RHRsX8-00733-00181552-00181807 him to become that are you with me
5Y851RHRsX8-00734-00181808-00182111 but verse 19 is talking about
5Y851RHRsX8-00735-00182112-00182375 abraham's personal credential
5Y851RHRsX8-00736-00182376-00182631 the testimony of his work with god
5Y851RHRsX8-00737-00182632-00182926 for i know him the bible says that he
5Y851RHRsX8-00738-00182927-00183166 will command his children and his
5Y851RHRsX8-00739-00183167-00183511 household after him and they shall keep
5Y851RHRsX8-00740-00183512-00183711 the way of the lord it means that
5Y851RHRsX8-00741-00183712-00183902 everyone that was under abraham's
5Y851RHRsX8-00742-00183903-00184199 authority was sentenced
5Y851RHRsX8-00743-00184200-00184351 to operate in the way of the lord you
5Y851RHRsX8-00744-00184352-00184487 don't have any choice whether you are
5Y851RHRsX8-00745-00184488-00184663 from egypt
5Y851RHRsX8-00746-00184664-00184878 you were bought with money
5Y851RHRsX8-00747-00184879-00185111 if you join his fold
5Y851RHRsX8-00748-00185112-00185319 your eyes you'll be disarmed with from
5Y851RHRsX8-00749-00185320-00185447 your idols
5Y851RHRsX8-00750-00185448-00185647 you will renounce the spirits your
5Y851RHRsX8-00751-00185648-00185790 grandfather's heart
5Y851RHRsX8-00752-00185791-00186095 and you will be compelled to walk in the
5Y851RHRsX8-00753-00186096-00186335 way of the lord that means abraham had
5Y851RHRsX8-00754-00186336-00186647 been a disciple of god at a certain time
5Y851RHRsX8-00755-00186648-00186911 and he had learned the ways of god
5Y851RHRsX8-00756-00186912-00187119 and he had studied god experienced god
5Y851RHRsX8-00757-00187120-00187447 made mistakes god had disciplined him
5Y851RHRsX8-00758-00187448-00187687 and he had gained stature
5Y851RHRsX8-00759-00187688-00187950 with god his work with god was not
5Y851RHRsX8-00760-00187951-00188702 consistent to become a culture
5Y851RHRsX8-00761-00188703-00188966 now if you are 90 years old and you want
5Y851RHRsX8-00762-00188967-00189159 to counsel your son what will you tell
5Y851RHRsX8-00763-00189160-00189287 him
5Y851RHRsX8-00764-00189288-00189423 if you don't have any walk with god
5Y851RHRsX8-00765-00189424-00189583 you'll be talking you'll be you'll be
5Y851RHRsX8-00766-00189584-00189999 speaking out like like someone that read
5Y851RHRsX8-00767-00190000-00190247 sociology
5Y851RHRsX8-00768-00190248-00190607 abraham was passing heritages
5Y851RHRsX8-00769-00190608-00190807 the impact of the encounters he had with
5Y851RHRsX8-00770-00190808-00191078 god the rebukes he received from god
5Y851RHRsX8-00771-00191079-00191207 it was now
5Y851RHRsX8-00772-00191208-00191495 solid enough to become a culture and he
5Y851RHRsX8-00773-00191496-00191750 was he was he was
5Y851RHRsX8-00774-00191751-00191902 implementing that culture in his
5Y851RHRsX8-00775-00191903-00192159 household so the thing
5Y851RHRsX8-00776-00192160-00192511 that will affect all nations he faced
5Y851RHRsX8-00777-00192512-00192766 before exporting it
5Y851RHRsX8-00778-00192767-00192990 he modeled it
5Y851RHRsX8-00779-00192991-00193143 and god
5Y851RHRsX8-00780-00193144-00193511 acknowledged that in abraham as one of
5Y851RHRsX8-00781-00193512-00193583 the
5Y851RHRsX8-00782-00193584-00193902 his qualifications on his cv
5Y851RHRsX8-00783-00193903-00194135 so if somebody runs he's looking for
5Y851RHRsX8-00784-00194136-00194431 food and he runs into abraham's compound
5Y851RHRsX8-00785-00194432-00194575 if you get there
5Y851RHRsX8-00786-00194576-00194871 you'll find the food but you'll be
5Y851RHRsX8-00787-00194872-00195335 compelled
5Y851RHRsX8-00788-00195336-00195454 you know
5Y851RHRsX8-00789-00195455-00195711 to walk in the ways of god
5Y851RHRsX8-00790-00195712-00195871 you say there is access here there are
5Y851RHRsX8-00791-00195872-00196023 possibilities but when you come the only
5Y851RHRsX8-00792-00196024-00196175 requirement is that
5Y851RHRsX8-00793-00196176-00196431 you will bow to jehovah
5Y851RHRsX8-00794-00196432-00196687 and god had acknowledged that abraham
5Y851RHRsX8-00795-00196688-00196950 had that status upon the face of the
5Y851RHRsX8-00796-00196951-00197295 earth and it it was part of his cv i'm
5Y851RHRsX8-00797-00197296-00197575 just telling you the qualifications that
5Y851RHRsX8-00798-00197576-00197847 friendship level the structure that is
5Y851RHRsX8-00799-00197848-00197966 in it
5Y851RHRsX8-00800-00197967-00198143 people you work with people in your
5Y851RHRsX8-00801-00198144-00198478 office for 15 years
5Y851RHRsX8-00802-00198479-00198671 they are still the way
5Y851RHRsX8-00803-00198672-00198919 they used to be you are not yet a friend
5Y851RHRsX8-00804-00198920-00199111 of god we are not doubting the fact that
5Y851RHRsX8-00805-00199112-00199254 you are a believer
5Y851RHRsX8-00806-00199255-00199471 but what god is doing inside of you has
5Y851RHRsX8-00807-00199472-00199647 not reached the level where it can
5Y851RHRsX8-00808-00199648-00199959 become contagious where it can influence
5Y851RHRsX8-00809-00199960-00200343 a system to influence a realm
5Y851RHRsX8-00810-00200344-00200438 it means
5Y851RHRsX8-00811-00200439-00200687 that the move of god in your life
5Y851RHRsX8-00812-00200688-00200887 is too minute
5Y851RHRsX8-00813-00200888-00201047 to bring
5Y851RHRsX8-00814-00201048-00201326 change in your context so there are many
5Y851RHRsX8-00815-00201327-00201550 things that god has in mind that he will
5Y851RHRsX8-00816-00201551-00201759 keep away from you because of your level
5Y851RHRsX8-00817-00201760-00202271 of civilization
5Y851RHRsX8-00818-00202272-00202431 oh you are in the business world you
5Y851RHRsX8-00819-00202432-00202647 don't know that you are first a disciple
5Y851RHRsX8-00820-00202648-00202766 of jesus you are going there as a
5Y851RHRsX8-00821-00202767-00202959 disciple of jesus many of us get to
5Y851RHRsX8-00822-00202960-00203143 places and you lose your identity if
5Y851RHRsX8-00823-00203144-00203399 that is still possible it means you were
5Y851RHRsX8-00824-00203400-00203566 not a disciple in the first place but
5Y851RHRsX8-00825-00203567-00204071 you are a believer
5Y851RHRsX8-00826-00204072-00204254 so when we look at
5Y851RHRsX8-00827-00204255-00204487 the landscape of nigeria
5Y851RHRsX8-00828-00204488-00204695 you will find a nation
5Y851RHRsX8-00829-00204696-00204942 that has so many christians
5Y851RHRsX8-00830-00204944-00205158 but we can't find god
5Y851RHRsX8-00831-00205159-00205319 in government
5Y851RHRsX8-00832-00205319-00205558 we can't find god in the administration
5Y851RHRsX8-00833-00205559-00205719 of our land
5Y851RHRsX8-00834-00205719-00205934 it is not because
5Y851RHRsX8-00835-00205935-00206142 the songs of the bond woman
5Y851RHRsX8-00836-00206144-00206486 are so powerful it is because most of us
5Y851RHRsX8-00837-00206487-00206734 that are believers have decided to be
5Y851RHRsX8-00838-00206735-00207175 domiciled in locations that that
5Y851RHRsX8-00839-00207176-00207423 are convenient for us because if you are
5Y851RHRsX8-00840-00207423-00207582 going if you are going to go into
5Y851RHRsX8-00841-00207583-00207710 serving
5Y851RHRsX8-00842-00207711-00208014 a certain policy in god
5Y851RHRsX8-00843-00208015-00208255 you will learn how to walk by faith
5Y851RHRsX8-00844-00208256-00208390 oh man
5Y851RHRsX8-00845-00208391-00208655 oh because god will not explain why you
5Y851RHRsX8-00846-00208656-00208990 say my son
5Y851RHRsX8-00847-00208991-00209166 move
5Y851RHRsX8-00848-00209167-00209423 and when you ask how we like he shuts
5Y851RHRsX8-00849-00209423-00209519 down
5Y851RHRsX8-00850-00209519-00209679 so your understanding is not it's
5Y851RHRsX8-00851-00209680-00209903 unfruitful that's a venture that you
5Y851RHRsX8-00852-00209904-00209998 will learn
5Y851RHRsX8-00853-00210000-00210287 by applying your heart you will know
5Y851RHRsX8-00854-00210288-00210455 that in the economy of god and in the
5Y851RHRsX8-00855-00210456-00210679 implementation of the prophecies of god
5Y851RHRsX8-00856-00210680-00210863 in the life of a man
5Y851RHRsX8-00857-00210864-00211127 the status of his the alignment of his
5Y851RHRsX8-00858-00211128-00211431 heart is a big matter if god will land
5Y851RHRsX8-00859-00211432-00211727 in your life the airport the tarmac
5Y851RHRsX8-00860-00211728-00211887 is your heart
5Y851RHRsX8-00861-00211888-00212142 and if that harmony with god is not
5Y851RHRsX8-00862-00212144-00212239 there
5Y851RHRsX8-00863-00212240-00212471 there is little god can accomplish
5Y851RHRsX8-00864-00212471-00212615 through your vessel
5Y851RHRsX8-00865-00212616-00212871 abraham had passed that test where he
5Y851RHRsX8-00866-00212871-00213382 was now is that we have heaven has taken
5Y851RHRsX8-00867-00213383-00213694 notice of the fact that he is well
5Y851RHRsX8-00868-00213696-00214079 structured in alignment with the
5Y851RHRsX8-00869-00214080-00214334 government of god and anything that
5Y851RHRsX8-00870-00214335-00214519 comes into his space
5Y851RHRsX8-00871-00214519-00214879 is compelled to bow down to the lordship
5Y851RHRsX8-00872-00214880-00215215 of the master that he says that was his
5Y851RHRsX8-00873-00215216-00215463 his qualification if you are still with
5Y851RHRsX8-00874-00215464-00215831 me say amen
5Y851RHRsX8-00875-00215832-00216015 these were the things that made it
5Y851RHRsX8-00876-00216016-00216246 impossible for god to hide something
5Y851RHRsX8-00877-00216248-00216598 from abraham because he had attained the
5Y851RHRsX8-00878-00216600-00217023 status
5Y851RHRsX8-00879-00217023-00217287 that has made him
5Y851RHRsX8-00880-00217288-00217546 a critical factor in of the
5Y851RHRsX8-00881-00217548-00217806 implementation of the plans of god in
5Y851RHRsX8-00882-00217807-00217927 the earth
5Y851RHRsX8-00883-00217928-00218151 so this man is coming
5Y851RHRsX8-00884-00218152-00218415 with all of that credential he's coming
5Y851RHRsX8-00885-00218416-00218623 with that stature and is coming to
5Y851RHRsX8-00886-00218623-00219094 interface with god when you pray
5Y851RHRsX8-00887-00219096-00219319 are you with me
5Y851RHRsX8-00888-00219319-00219503 your obedience
5Y851RHRsX8-00889-00219504-00219671 is standing you're a bit you are praying
5Y851RHRsX8-00890-00219671-00219823 with your obedience
5Y851RHRsX8-00891-00219823-00220087 when you pray you are praying with your
5Y851RHRsX8-00892-00220088-00220215 consecration
5Y851RHRsX8-00893-00220216-00220398 when you pray
5Y851RHRsX8-00894-00220400-00220575 you are praying with your alignment when
5Y851RHRsX8-00895-00220576-00220703 you pray
5Y851RHRsX8-00896-00220704-00220855 we are praying with your sensitivity
5Y851RHRsX8-00897-00220856-00221071 what you have become in god will
5Y851RHRsX8-00898-00221071-00221239 determine the outcome of that your
5Y851RHRsX8-00899-00221240-00221398 interaction
5Y851RHRsX8-00900-00221400-00221487 oh
5Y851RHRsX8-00901-00221488-00221775 maybe there's a deaf person here
5Y851RHRsX8-00902-00221776-00222015 and all of us are people of faith but
5Y851RHRsX8-00903-00222016-00222142 it's not all of us that can help that
5Y851RHRsX8-00904-00222144-00222239 person
5Y851RHRsX8-00905-00222240-00222423 because the things you are bringing to
5Y851RHRsX8-00906-00222423-00222671 the table to pray with
5Y851RHRsX8-00907-00222671-00222910 to interface with god with
5Y851RHRsX8-00908-00222911-00223110 it's not so powerful
5Y851RHRsX8-00909-00223111-00223494 that can move the hand of god
5Y851RHRsX8-00910-00223496-00223703 you pray with everything that you have
5Y851RHRsX8-00911-00223704-00223934 become in your work with god that's why
5Y851RHRsX8-00912-00223935-00224142 the effect of your prayer is different
5Y851RHRsX8-00913-00224144-00224351 from the effect of my prayer
5Y851RHRsX8-00914-00224352-00224567 and abraham was coming with all of that
5Y851RHRsX8-00915-00224567-00224742 weight
5Y851RHRsX8-00916-00224744-00225191 to negotiate for the destiny of sodom
5Y851RHRsX8-00917-00225192-00225406 i pray that god will you see in nigeria
5Y851RHRsX8-00918-00225407-00225742 we need men of wheat
5Y851RHRsX8-00919-00225744-00225951 if we are going to break the road of the
5Y851RHRsX8-00920-00225952-00226103 assyrian
5Y851RHRsX8-00921-00226104-00226382 we will need men of weight
5Y851RHRsX8-00922-00226383-00226639 that can negotiate
5Y851RHRsX8-00923-00226640-00226863 that can get god to sit at the table of
5Y851RHRsX8-00924-00226864-00227215 negotiation it will take weight
5Y851RHRsX8-00925-00227216-00227503 sometimes you know what
5Y851RHRsX8-00926-00227504-00227798 hallelujah
5Y851RHRsX8-00927-00227800-00228103 a certain minister in my city
5Y851RHRsX8-00928-00228104-00228471 he was a friend of the late admission
5Y851RHRsX8-00929-00228471-00228734 and i wanted to invite him for a meeting
5Y851RHRsX8-00930-00228735-00229287 he said i will come on friday and rest
5Y851RHRsX8-00931-00229288-00229567 i will preach on saturday
5Y851RHRsX8-00932-00229567-00229782 i will rest on sunday and leave on
5Y851RHRsX8-00933-00229783-00229910 monday
5Y851RHRsX8-00934-00229911-00230198 you see the people are hungry we say
5Y851RHRsX8-00935-00230200-00230439 he's a pastor
5Y851RHRsX8-00936-00230440-00230742 what i can do in one hour
5Y851RHRsX8-00937-00230744-00231031 a hundred pastors cannot do it
5Y851RHRsX8-00938-00231032-00231239 in a hundred hours
5Y851RHRsX8-00939-00231240-00231431 and it was not boost his stature see
5Y851RHRsX8-00940-00231432-00231710 don't let me not give you understanding
5Y851RHRsX8-00941-00231711-00232015 it is a matter of stature
5Y851RHRsX8-00942-00232016-00232271 you can gather the whole of relay for a
5Y851RHRsX8-00943-00232271-00232703 prayer meeting and what is achieved
5Y851RHRsX8-00944-00232704-00232927 when we accumulate
5Y851RHRsX8-00945-00232928-00233191 all of the rank
5Y851RHRsX8-00946-00233192-00233367 the corporate ranking of that
5Y851RHRsX8-00947-00233367-00233558 congregation
5Y851RHRsX8-00948-00233559-00233839 is not anything near
5Y851RHRsX8-00949-00233840-00234055 a settlement taking coffee god can
5Y851RHRsX8-00950-00234056-00234310 achieve more
5Y851RHRsX8-00951-00234311-00234582 with a man sipping coffee than
5Y851RHRsX8-00952-00234583-00235119 a the whole relay
5Y851RHRsX8-00953-00235119-00235263 abraham came
5Y851RHRsX8-00954-00235264-00235446 with all of that stature
5Y851RHRsX8-00955-00235448-00235687 and he came to god
5Y851RHRsX8-00956-00235688-00235934 let us go to the negotiation table
5Y851RHRsX8-00957-00235935-00236134 quickly
5Y851RHRsX8-00958-00236135-00236542 not everybody can do this kind of one
5Y851RHRsX8-00959-00236544-00236982 now this is how abraham started
5Y851RHRsX8-00960-00236983-00237025 are you there
5Y851RHRsX8-00961-00237026-00237527 [Music]
5Y851RHRsX8-00962-00237528-00237863 verse 23 this is how it started
5Y851RHRsX8-00963-00237864-00238046 i'd like you to see the intelligence the
5Y851RHRsX8-00964-00238048-00238263 man has gathered in his walk with god he
5Y851RHRsX8-00965-00238264-00238582 knew where to punch god
5Y851RHRsX8-00966-00238583-00238687 this was
5Y851RHRsX8-00967-00238688-00238879 the beginning of the negotiation and
5Y851RHRsX8-00968-00238880-00239142 abraham do you drew near and said will
5Y851RHRsX8-00969-00239144-00239382 thou also destroy
5Y851RHRsX8-00970-00239383-00239823 the righteous with the wicked
5Y851RHRsX8-00971-00239823-00240103 in my work with you i have realized that
5Y851RHRsX8-00972-00240104-00240319 you are a god of justice of judgment and
5Y851RHRsX8-00973-00240319-00240551 equity
5Y851RHRsX8-00974-00240552-00240727 is part of your nature and you can't
5Y851RHRsX8-00975-00240728-00240903 deny yourself but
5Y851RHRsX8-00976-00240904-00241071 i'm confused
5Y851RHRsX8-00977-00241071-00241655 will you also destroy it
5Y851RHRsX8-00978-00241656-00241751 now
5Y851RHRsX8-00979-00241752-00241934 in your work with god what have you
5Y851RHRsX8-00980-00241935-00242206 found that you can use and change god
5Y851RHRsX8-00981-00242207-00242375 and say
5Y851RHRsX8-00982-00242376-00242582 were you not the one that
5Y851RHRsX8-00983-00242583-00242879 i'm confused
5Y851RHRsX8-00984-00242880-00243167 this this is this is this application
5Y851RHRsX8-00985-00243167-00243479 deep application of spiritual reality
5Y851RHRsX8-00986-00243480-00243694 you think you are gaining anything by
5Y851RHRsX8-00987-00243696-00243903 remaining in my choke
5Y851RHRsX8-00988-00243904-00244127 oh you'll be a victim of transactions
5Y851RHRsX8-00989-00244128-00244358 you you'll be a victim of transactions
5Y851RHRsX8-00990-00244359-00244558 taking place overhead
5Y851RHRsX8-00991-00244559-00244782 i want to sit at the table
5Y851RHRsX8-00992-00244783-00244991 where the matters are discussed
5Y851RHRsX8-00993-00244992-00245134 oh my i don't understand i don't know
5Y851RHRsX8-00994-00245135-00245342 about you
5Y851RHRsX8-00995-00245344-00245534 if god wants to visit your family will
5Y851RHRsX8-00996-00245535-00245687 it come to you that's the question
5Y851RHRsX8-00997-00245688-00245910 [Applause]
5Y851RHRsX8-00998-00245911-00246079 you are a main
5Y851RHRsX8-00999-00246080-00246342 victim of the real transactions that
5Y851RHRsX8-01000-00246344-00246510 take place
5Y851RHRsX8-01001-00246511-00246798 and if in your context
5Y851RHRsX8-01002-00246800-00247039 the elders are more give that to
5Y851RHRsX8-01003-00247040-00247327 darkness than you are in light the shape
5Y851RHRsX8-01004-00247328-00247598 of the land will look like darkness
5Y851RHRsX8-01005-00247600-00247951 may not give you understanding
5Y851RHRsX8-01006-00247952-00248279 you see
5Y851RHRsX8-01007-00248280-00248494 will you also destroy the righteous and
5Y851RHRsX8-01008-00248496-00248782 the wicked and he got got there
5Y851RHRsX8-01009-00248783-00248919 we are going to do this kind of thing
5Y851RHRsX8-01010-00248919-00249327 this morning
5Y851RHRsX8-01011-00249328-00249510 we wanted to we bought it there was a
5Y851RHRsX8-01012-00249511-00249710 land we bought acquired the land and
5Y851RHRsX8-01013-00249711-00249894 wanted to build
5Y851RHRsX8-01014-00249896-00250367 and it's beside a market
5Y851RHRsX8-01015-00250367-00250623 so the drainage the drainage of the
5Y851RHRsX8-01016-00250623-00250910 government had was compromised it had
5Y851RHRsX8-01017-00250911-00251167 fallen and it was flooding our land so
5Y851RHRsX8-01018-00251167-00251351 we had to build they joined it we got
5Y851RHRsX8-01019-00251352-00251582 workers and they began to work to break
5Y851RHRsX8-01020-00251583-00251830 the previous one so that we can put up
5Y851RHRsX8-01021-00251831-00251910 the
5Y851RHRsX8-01022-00251911-00252110 current one and as we're trying to do
5Y851RHRsX8-01023-00252111-00252246 all of that the workers came to me one
5Y851RHRsX8-01024-00252248-00252439 month oh god
5Y851RHRsX8-01025-00252440-00252655 we know if you walk again
5Y851RHRsX8-01026-00252656-00252855 i said have you not been paid to say i
5Y851RHRsX8-01027-00252856-00253246 know nobody knew
5Y851RHRsX8-01028-00253248-00253423 they found a snake there
5Y851RHRsX8-01029-00253423-00253582 and in the court of the people when they
5Y851RHRsX8-01030-00253583-00253791 want to establish a market
5Y851RHRsX8-01031-00253792-00253951 they establish it with a snake so that
5Y851RHRsX8-01032-00253952-00254151 sales can prosper
5Y851RHRsX8-01033-00254152-00254367 it was that market that was that snake
5Y851RHRsX8-01034-00254367-00254623 that was
5Y851RHRsX8-01035-00254623-00254975 living in the drainage
5Y851RHRsX8-01036-00254976-00255103 so it will determine when he needs
5Y851RHRsX8-01037-00255104-00255279 sacrifice you don't need to sacrifice to
5Y851RHRsX8-01038-00255280-00255558 it he knows who to collect and sacrifice
5Y851RHRsX8-01039-00255559-00255815 he can he has his own boot
5Y851RHRsX8-01040-00255816-00256046 his own what they call that
5Y851RHRsX8-01041-00256048-00256215 feeling like target he has his own
5Y851RHRsX8-01042-00256216-00256823 talking he administers it himself
5Y851RHRsX8-01043-00256823-00256975 hallelujah
5Y851RHRsX8-01044-00256976-00257198 so the workers now said this one now
5Y851RHRsX8-01045-00257200-00257351 pastor walker
5Y851RHRsX8-01046-00257352-00257871 not be our
5Y851RHRsX8-01047-00257871-00258055 then you will know whether you have
5Y851RHRsX8-01048-00258056-00258287 gained status enough
5Y851RHRsX8-01049-00258288-00258710 may the lord give you insight
5Y851RHRsX8-01050-00258711-00258951 you will you wish your transaction stops
5Y851RHRsX8-01051-00258952-00259358 at the end of your stature
5Y851RHRsX8-01052-00259359-00259646 nigeria needs men of stature in this
5Y851RHRsX8-01053-00259648-00259919 hour of need in this day of jacob's
5Y851RHRsX8-01054-00259919-00260439 trouble we need those oh my
5Y851RHRsX8-01055-00260440-00260575 the question this morning is are you the
5Y851RHRsX8-01056-00260576-00260734 one that is to come or should we expect
5Y851RHRsX8-01057-00260735-00261198 another
5Y851RHRsX8-01058-00261200-00261510 abraham came with spiritual intelligence
5Y851RHRsX8-01059-00261511-00261687 will you also destroy the right choice
5Y851RHRsX8-01060-00261688-00261823 on the wicked
5Y851RHRsX8-01061-00261823-00262087 he caught god there he said
5Y851RHRsX8-01062-00262088-00262271 well can you see
5Y851RHRsX8-01063-00262272-00262958 let me show you some symptoms
5Y851RHRsX8-01064-00262959-00263175 this is
5Y851RHRsX8-01065-00263176-00263463 he understood the courtesies of
5Y851RHRsX8-01066-00263464-00263687 reverence
5Y851RHRsX8-01067-00263688-00264071 verse 27
5Y851RHRsX8-01068-00264072-00264279 verse 30
5Y851RHRsX8-01069-00264280-00264551 verse 32 let's start with 27 and abraham
5Y851RHRsX8-01070-00264552-00264847 answered and said behold
5Y851RHRsX8-01071-00264848-00265087 i have taken upon me to speak unto the
5Y851RHRsX8-01072-00265088-00265230 lord
5Y851RHRsX8-01073-00265231-00265423 which i am
5Y851RHRsX8-01074-00265424-00265647 bought dust and nashes
5Y851RHRsX8-01075-00265648-00265847 see he understands the reference he
5Y851RHRsX8-01076-00265848-00266047 reduced himself to say who am i to speak
5Y851RHRsX8-01077-00266048-00266303 to you
5Y851RHRsX8-01078-00266304-00266471 if it's not that you have decided to
5Y851RHRsX8-01079-00266472-00266623 show me mercy
5Y851RHRsX8-01080-00266624-00266871 can i even have this audience i'm just
5Y851RHRsX8-01081-00266872-00267071 an assistant the fact that i'm talking
5Y851RHRsX8-01082-00267072-00267319 to you doesn't mean i've changed my my
5Y851RHRsX8-01083-00267320-00267519 status my rating in my heart i know
5Y851RHRsX8-01084-00267520-00267863 where i am
5Y851RHRsX8-01085-00267864-00268006 the guy kept god
5Y851RHRsX8-01086-00268007-00268247 god was in a hurry he was even trying to
5Y851RHRsX8-01087-00268248-00268447 cancel the possibility of informing
5Y851RHRsX8-01088-00268448-00268695 abraham about the matter but this guy
5Y851RHRsX8-01089-00268696-00269119 understands reference he trapped god
5Y851RHRsX8-01090-00269120-00269399 go to the next verse i said should open
5Y851RHRsX8-01091-00269400-00269510 verse that
5Y851RHRsX8-01092-00269511-00269799 you see him again
5Y851RHRsX8-01093-00269800-00270151 and he said unto him all let
5Y851RHRsX8-01094-00270152-00270599 not the lord be angry
5Y851RHRsX8-01095-00270600-00270903 it's not as if god was angry
5Y851RHRsX8-01096-00270904-00271063 but the guy had walked with god enough
5Y851RHRsX8-01097-00271064-00271206 to know when to
5Y851RHRsX8-01098-00271207-00271423 put when did you discuss with god like
5Y851RHRsX8-01099-00271424-00271647 this you just wake up to him and say oh
5Y851RHRsX8-01100-00271648-00271887 yes all the angels in the neighborhood i
5Y851RHRsX8-01101-00271888-00272310 summon you
5Y851RHRsX8-01102-00272311-00272527 you have not gone close enough that's
5Y851RHRsX8-01103-00272528-00272687 why you are like that
5Y851RHRsX8-01104-00272688-00272919 yes all the spirits around
5Y851RHRsX8-01105-00272920-00273267 i just came to say i'm awake
5Y851RHRsX8-01106-00273268-00273743 [Applause]
5Y851RHRsX8-01107-00273744-00274134 may the lord give you understanding
5Y851RHRsX8-01108-00274135-00274375 he said don't be angry
5Y851RHRsX8-01109-00274376-00274575 the fact that i'm talking and he seems
5Y851RHRsX8-01110-00274576-00274775 as if i'm challenging you that is not me
5Y851RHRsX8-01111-00274776-00275047 that is not me i am just because you are
5Y851RHRsX8-01112-00275048-00275175 here now
5Y851RHRsX8-01113-00275176-00275406 i want to take advantage
5Y851RHRsX8-01114-00275407-00275591 god was
5Y851RHRsX8-01115-00275592-00275943 let's see again verse 32
5Y851RHRsX8-01116-00275944-00276110 oh are you there
5Y851RHRsX8-01117-00276111-00276430 and he said oh let not the lord be angry
5Y851RHRsX8-01118-00276431-00276606 and i will speak
5Y851RHRsX8-01119-00276607-00276975 about these ones
5Y851RHRsX8-01120-00276976-00277158 hallelujah
5Y851RHRsX8-01121-00277159-00277358 he kept god
5Y851RHRsX8-01122-00277359-00277558 do you know what it means if jesus walks
5Y851RHRsX8-01123-00277559-00277951 into your room what will you tell him
5Y851RHRsX8-01124-00277952-00278127 what you will tell him is what you
5Y851RHRsX8-01125-00278128-00278215 learned
5Y851RHRsX8-01126-00278216-00278375 as a disciple
5Y851RHRsX8-01127-00278376-00278615 if you don't have that age
5Y851RHRsX8-01128-00278616-00278758 in your life
5Y851RHRsX8-01129-00278759-00278999 if you don't have service you because
5Y851RHRsX8-01130-00279000-00279143 you are serving god the object of the
5Y851RHRsX8-01131-00279144-00279327 service is not the service
5Y851RHRsX8-01132-00279328-00279687 it's an opportunity for you to know him
5Y851RHRsX8-01133-00279688-00279903 it's an opportunity and in the kingdom
5Y851RHRsX8-01134-00279904-00280287 service is greatness
5Y851RHRsX8-01135-00280288-00280503 when you have walked in service to a
5Y851RHRsX8-01136-00280504-00280847 certain level it you it becomes strange
5Y851RHRsX8-01137-00280848-00281039 for people to serve you you you don't
5Y851RHRsX8-01138-00281040-00281223 accept it
5Y851RHRsX8-01139-00281224-00281399 because in the service you have learned
5Y851RHRsX8-01140-00281400-00281655 how to make obeisance
5Y851RHRsX8-01141-00281656-00281927 you have learned how to be brought forth
5Y851RHRsX8-01142-00281928-00282151 as a libation
5Y851RHRsX8-01143-00282152-00282391 so all of you
5Y851RHRsX8-01144-00282392-00282663 has gone down the cross
5Y851RHRsX8-01145-00282664-00283006 and the thing that lives inside of you
5Y851RHRsX8-01146-00283007-00283119 is
5Y851RHRsX8-01147-00283120-00283303 is
5Y851RHRsX8-01148-00283304-00283743 the opportunity to serve the will of god
5Y851RHRsX8-01149-00283744-00284030 now this discussion ended
5Y851RHRsX8-01150-00284031-00284127 and
5Y851RHRsX8-01151-00284128-00284415 the transaction made god concede and
5Y851RHRsX8-01152-00284416-00284679 said all right if there are 10 people
5Y851RHRsX8-01153-00284680-00284895 in sodom because of you
5Y851RHRsX8-01154-00284896-00285103 i was fed
5Y851RHRsX8-01155-00285104-00285343 and abraham went home
5Y851RHRsX8-01156-00285344-00285487 now let's see how they haven't departed
5Y851RHRsX8-01157-00285488-00285582 okay
5Y851RHRsX8-01158-00285583-00285799 i don't want to take much of your time
5Y851RHRsX8-01159-00285800-00286534 there was a way they departed
5Y851RHRsX8-01160-00286535-00287167 when god now went to take inventory
5Y851RHRsX8-01161-00287168-00287471 abraham's negotiation limit was still
5Y851RHRsX8-01162-00287472-00287647 below the mark
5Y851RHRsX8-01163-00287648-00287871 it was not sufficient
5Y851RHRsX8-01164-00287872-00288047 to administer
5Y851RHRsX8-01165-00288048-00288182 any form
5Y851RHRsX8-01166-00288183-00288391 of mercy
5Y851RHRsX8-01167-00288392-00288630 and god was righteous in destroying
5Y851RHRsX8-01168-00288631-00288854 sodom and gomorrah because abraham's
5Y851RHRsX8-01169-00288855-00289110 negotiation limit was
5Y851RHRsX8-01170-00289111-00289463 was kept in the agreement
5Y851RHRsX8-01171-00289464-00289575 hey with me
5Y851RHRsX8-01172-00289576-00289743 turn your bible with me
5Y851RHRsX8-01173-00289744-00289882 to the book of
5Y851RHRsX8-01174-00289883-00290206 genesis chapter 19
5Y851RHRsX8-01175-00290207-00291054 quickly
5Y851RHRsX8-01176-00291055-00291215 verse 27
5Y851RHRsX8-01177-00291216-00291463 and abraham got up early in the morning
5Y851RHRsX8-01178-00291464-00291671 to the place where he stood before the
5Y851RHRsX8-01179-00291672-00291999 lord that same conference hall
5Y851RHRsX8-01180-00292000-00292167 where him
5Y851RHRsX8-01181-00292168-00292327 and god
5Y851RHRsX8-01182-00292328-00292575 negotiated he went and stood there
5Y851RHRsX8-01183-00292576-00292863 and he looked yeah 20. and he looked
5Y851RHRsX8-01184-00292864-00293071 towards sodom and gomorrah and towards
5Y851RHRsX8-01185-00293072-00293334 all the land of the plane and beheld low
5Y851RHRsX8-01186-00293335-00293639 the smoke of the country went up
5Y851RHRsX8-01187-00293640-00293919 as the smoke of a furnace 29
5Y851RHRsX8-01188-00293920-00294119 and it came to pass when god destroyed
5Y851RHRsX8-01189-00294120-00294371 the cities of the plain that god
5Y851RHRsX8-01190-00294372-00294647 remembered abraham
5Y851RHRsX8-01191-00294648-00294910 and sent lot out of the midst of the
5Y851RHRsX8-01192-00294911-00295127 overthrow
5Y851RHRsX8-01193-00295128-00295358 that was not part of the negotiation
5Y851RHRsX8-01194-00295359-00295567 that is called mercy
5Y851RHRsX8-01195-00295568-00295767 stay with me you know the scripture i
5Y851RHRsX8-01196-00295768-00296047 read say it's according to thy mercy
5Y851RHRsX8-01197-00296048-00296406 remember that me mercy is the facility
5Y851RHRsX8-01198-00296407-00296567 by which god
5Y851RHRsX8-01199-00296568-00296791 can remember
5Y851RHRsX8-01200-00296792-00297071 it can be brought to notice on a matter
5Y851RHRsX8-01201-00297072-00297351 and be compelled to act
5Y851RHRsX8-01202-00297352-00297654 this activity of god was not based on
5Y851RHRsX8-01203-00297655-00297910 the negotiation so if god were to be
5Y851RHRsX8-01204-00297911-00298134 just he would have destroyed
5Y851RHRsX8-01205-00298135-00298223 lord
5Y851RHRsX8-01206-00298224-00298551 but god decided to be merciful which was
5Y851RHRsX8-01207-00298552-00298910 not part of the agreement in order for
5Y851RHRsX8-01208-00298911-00298999 him
5Y851RHRsX8-01209-00299000-00299263 to save lord and the terminology that
5Y851RHRsX8-01210-00299264-00299423 was used here
5Y851RHRsX8-01211-00299424-00299751 is remember it means god put
5Y851RHRsX8-01212-00299752-00300006 several things on record
5Y851RHRsX8-01213-00300007-00300239 on the book of remembrance
5Y851RHRsX8-01214-00300240-00300454 and he was compared
5Y851RHRsX8-01215-00300455-00300623 to consider it
5Y851RHRsX8-01216-00300624-00300895 that day it was on the strength of the
5Y851RHRsX8-01217-00300896-00301047 age of mercy
5Y851RHRsX8-01218-00301048-00301327 that lord was delivered out of sudama
5Y851RHRsX8-01219-00301328-00301519 and gomorrah what god told me this
5Y851RHRsX8-01220-00301520-00301791 morning is that i want to remember some
5Y851RHRsX8-01221-00301792-00302030 people in this meeting so rise up rise
5Y851RHRsX8-01222-00302031-00302158 up rise up
5Y851RHRsX8-01223-00302159-00302358 rise up
5Y851RHRsX8-01224-00302359-00302527 right
5Y851RHRsX8-01225-00302528-00302799 maybe you have been in the condition for
5Y851RHRsX8-01226-00302800-00303030 for such a while
5Y851RHRsX8-01227-00303031-00303158 and it's as if
5Y851RHRsX8-01228-00303159-00303271 there is no change there's no
5Y851RHRsX8-01229-00303272-00303447 intervention
5Y851RHRsX8-01230-00303448-00303639 we are going to pray
5Y851RHRsX8-01231-00303640-00303919 for 10 minutes
5Y851RHRsX8-01232-00303920-00304223 we're going to pray for 10 minutes
5Y851RHRsX8-01233-00304224-00304471 and the message of god will location
5Y851RHRsX8-01234-00304472-00304782 a swift remembrance
5Y851RHRsX8-01235-00304783-00305223 lord would have died the overture
5Y851RHRsX8-01236-00305224-00305415 but the bible says god remembered
5Y851RHRsX8-01237-00305416-00305767 abraham
5Y851RHRsX8-01238-00305768-00305967 and saved lord
5Y851RHRsX8-01239-00305968-00306230 lord would have been saying you see i
5Y851RHRsX8-01240-00306231-00306406 know he will come
5Y851RHRsX8-01241-00306407-00306567 he came
5Y851RHRsX8-01242-00306568-00306719 he doesn't know that his coming had
5Y851RHRsX8-01243-00306720-00306934 nothing to do with him if he's left a
5Y851RHRsX8-01244-00306935-00307199 lot the overflow should will begin from
5Y851RHRsX8-01245-00307200-00307471 his house
5Y851RHRsX8-01246-00307472-00307615 but the bible says god remembered
5Y851RHRsX8-01247-00307616-00307758 abraham
5Y851RHRsX8-01248-00307759-00307927 there was a book of remembrance that was
5Y851RHRsX8-01249-00307928-00308023 opened
5Y851RHRsX8-01250-00308024-00308247 on the account of that transaction and
5Y851RHRsX8-01251-00308248-00308334 god
5Y851RHRsX8-01252-00308335-00308599 god had noted that even though this man
5Y851RHRsX8-01253-00308600-00308751 has attempted
5Y851RHRsX8-01254-00308752-00308999 i'm going to open up a clause
5Y851RHRsX8-01255-00309000-00309151 of mercy
5Y851RHRsX8-01256-00309152-00309382 even though he did not request for it i
5Y851RHRsX8-01257-00309383-00309567 will open up a clause
5Y851RHRsX8-01258-00309568-00309703 of mercy
5Y851RHRsX8-01259-00309704-00309847 and that clause of message that god
5Y851RHRsX8-01260-00309848-00310295 opened is what led to the remembrance of
5Y851RHRsX8-01261-00310296-00310415 abraham
5Y851RHRsX8-01262-00310416-00310575 oh
5Y851RHRsX8-01263-00310576-00310743 remember me
5Y851RHRsX8-01264-00310744-00310934 according to thy mercy
5Y851RHRsX8-01265-00310935-00311095 oh my god
5Y851RHRsX8-01266-00311096-00311406 that's our prayer point remember me
5Y851RHRsX8-01267-00311407-00311679 according to thy mercy
5Y851RHRsX8-01268-00311680-00312015 and show me thy goodness
5Y851RHRsX8-01269-00312016-00312310 for thy own sake
5Y851RHRsX8-01270-00312311-00312519 somebody reach out right now
5Y851RHRsX8-01271-00312520-00313399 remember me
5Y851RHRsX8-01272-00313400-00314008 um
5Y851RHRsX8-01273-00314009-00314447 [Music]
5Y851RHRsX8-01274-00314448-00314575 that during the course of this
5Y851RHRsX8-01275-00314576-00314751 conference
5Y851RHRsX8-01276-00314752-00314967 you will remember
5Y851RHRsX8-01277-00314968-00315175 families
5Y851RHRsX8-01278-00315176-00315375 will remember
5Y851RHRsX8-01279-00315376-00315582 individuals
5Y851RHRsX8-01280-00315583-00315895 you will remember nigeria
5Y851RHRsX8-01281-00315896-00318199 remember me
5Y851RHRsX8-01282-00318200-00318406 the mercy of god
5Y851RHRsX8-01283-00318407-00318623 will compel god
5Y851RHRsX8-01284-00318624-00318815 to look upon you
5Y851RHRsX8-01285-00318816-00319006 in your estate
5Y851RHRsX8-01286-00319007-00319415 the mercy of god will compel god to look
5Y851RHRsX8-01287-00319416-00319567 upon you
5Y851RHRsX8-01288-00319568-00319910 and rise up in jealousy to act on your
5Y851RHRsX8-01289-00319911-00320230 behalf remember me
5Y851RHRsX8-01290-00320231-00320423 remember me
5Y851RHRsX8-01291-00320424-00320599 remember me
5Y851RHRsX8-01292-00320600-00320767 remember me
5Y851RHRsX8-01293-00320768-00320839 remember
5Y851RHRsX8-01294-00320840-00321375 me
5Y851RHRsX8-01295-00321376-00322015 cyborg
5Y851RHRsX8-01296-00322016-00323199 society
5Y851RHRsX8-01297-00323200-00323510 oh my god remember my family
5Y851RHRsX8-01298-00323511-00323687 let this court
5Y851RHRsX8-01299-00323688-00323975 let the scourge come to an end
5Y851RHRsX8-01300-00323976-00324279 let us beat us god we stayed
5Y851RHRsX8-01301-00324280-00324471 remember me
5Y851RHRsX8-01302-00324472-00324863 oh father i call upon your name
5Y851RHRsX8-01303-00324864-00325247 that you will look kindly on me
5Y851RHRsX8-01304-00325248-00325687 and show me mercy
5Y851RHRsX8-01305-00325688-00326087 i cannot hear your voice
5Y851RHRsX8-01306-00326088-00326751 it is time to cry to god remember me
5Y851RHRsX8-01307-00326752-00327063 remember me
5Y851RHRsX8-01308-00327064-00327470 remember me
5Y851RHRsX8-01309-00327471-00327630 [Music]
5Y851RHRsX8-01310-00327631-00327775 to manchester
5Y851RHRsX8-01311-00327776-00329553 [Music]
5Y851RHRsX8-01312-00329554-00330557 [Music]
5Y851RHRsX8-01313-00330558-00331837 [Music]
5Y851RHRsX8-01314-00331838-00332629 [Music]
5Y851RHRsX8-01315-00332630-00333239 [Music]
5Y851RHRsX8-01316-00333240-00333483 remember me
5Y851RHRsX8-01317-00333484-00333710 [Music]
5Y851RHRsX8-01318-00333711-00333847 remember me
5Y851RHRsX8-01319-00333848-00335167 [Music]
5Y851RHRsX8-01320-00335168-00335643 remember me
5Y851RHRsX8-01321-00335644-00335951 remember me
5Y851RHRsX8-01322-00335952-00336095 [Music]
5Y851RHRsX8-01323-00336096-00336551 remember me
5Y851RHRsX8-01324-00336552-00336701 remember me
5Y851RHRsX8-01325-00336702-00336999 [Music]
5Y851RHRsX8-01326-00337000-00337176 remember me
5Y851RHRsX8-01327-00337177-00337430 [Music]
5Y851RHRsX8-01328-00337431-00337895 remember me
5Y851RHRsX8-01329-00337896-00338327 remember me
5Y851RHRsX8-01330-00338328-00338775 remember me
5Y851RHRsX8-01331-00338776-00339182 remember me
5Y851RHRsX8-01332-00339183-00339392 remember me
5Y851RHRsX8-01333-00339393-00339639 [Music]
5Y851RHRsX8-01334-00339640-00340078 remember me
5Y851RHRsX8-01335-00340079-00340287 remember me
5Y851RHRsX8-01336-00340288-00340591 can you ask him to remember your family
5Y851RHRsX8-01337-00340592-00340887 to step into the terrain and rain
5Y851RHRsX8-01338-00340888-00341127 set foot upon the land
5Y851RHRsX8-01339-00341128-00341399 send foot upon the territory
5Y851RHRsX8-01340-00341400-00342146 remember me
5Y851RHRsX8-01341-00342147-00343503 [Music]
5Y851RHRsX8-01342-00343504-00343806 in the name of jesus
5Y851RHRsX8-01343-00343807-00344278 [Music]
5Y851RHRsX8-01344-00344279-00344615 remember me
5Y851RHRsX8-01345-00344616-00344919 remember me
5Y851RHRsX8-01346-00344920-00345045 remember me
5Y851RHRsX8-01347-00345046-00345215 [Music]
5Y851RHRsX8-01348-00345216-00345534 remember me
5Y851RHRsX8-01349-00345535-00345847 remember me
5Y851RHRsX8-01350-00345848-00346143 remember me
5Y851RHRsX8-01351-00346144-00346291 remember my family
5Y851RHRsX8-01352-00346292-00346454 [Music]
5Y851RHRsX8-01353-00346455-00346654 remember my family
5Y851RHRsX8-01354-00346655-00346799 [Music]
5Y851RHRsX8-01355-00346800-00346956 remember me
5Y851RHRsX8-01356-00346957-00347775 [Music]
5Y851RHRsX8-01357-00347776-00348351 in the name of jesus
5Y851RHRsX8-01358-00348352-00348495 there are two things i see in the realm
5Y851RHRsX8-01359-00348496-00348767 of the spirit
5Y851RHRsX8-01360-00348768-00348991 i see a lady
5Y851RHRsX8-01361-00348992-00349230 when you were 13 years old
5Y851RHRsX8-01362-00349231-00349478 an angel of the lord used to visit you
5Y851RHRsX8-01363-00349479-00349710 and it comes with the presence of god
5Y851RHRsX8-01364-00349711-00349871 you are saturated
5Y851RHRsX8-01365-00349872-00350054 sometimes you shiver
5Y851RHRsX8-01366-00350055-00350303 you to have those encounters
5Y851RHRsX8-01367-00350304-00350487 when you were 13
5Y851RHRsX8-01368-00350488-00350663 when you were much younger
5Y851RHRsX8-01369-00350664-00350775 and
5Y851RHRsX8-01370-00350776-00350943 somehow
5Y851RHRsX8-01371-00350944-00351151 the encounter stopped
5Y851RHRsX8-01372-00351152-00351367 not because you sinned
5Y851RHRsX8-01373-00351368-00351751 not because you betrayed the law
5Y851RHRsX8-01374-00351752-00352063 the angel is coming to you now wait no
5Y851RHRsX8-01375-00352064-00352334 it's not it's not an amendment
5Y851RHRsX8-01376-00352335-00352487 he's coming now
5Y851RHRsX8-01377-00352488-00352654 father
5Y851RHRsX8-01378-00352655-00352934 in the name of jesus
5Y851RHRsX8-01379-00352935-00353095 you said this morning you were going to
5Y851RHRsX8-01380-00353096-00353191 meet
5Y851RHRsX8-01381-00353192-00353391 this sister
5Y851RHRsX8-01382-00353392-00353543 and the purpose for which you visited
5Y851RHRsX8-01383-00353544-00353703 her many years ago
5Y851RHRsX8-01384-00353704-00354030 you will begin to fulfill from today
5Y851RHRsX8-01385-00354031-00354303 i actually god
5Y851RHRsX8-01386-00354304-00354504 that you you help me find her
5Y851RHRsX8-01387-00354505-00354630 [Music]
5Y851RHRsX8-01388-00354631-00354823 that your hand might descend upon her
5Y851RHRsX8-01389-00354824-00354982 from my left hand side to my right hand
5Y851RHRsX8-01390-00354983-00355087 side
5Y851RHRsX8-01391-00355088-00355278 let the presence of god
5Y851RHRsX8-01392-00355279-00355463 come upon you
5Y851RHRsX8-01393-00355464-00355639 yes to restore
5Y851RHRsX8-01394-00355640-00355991 that which god began to do in your life
5Y851RHRsX8-01395-00355992-00356230 so the hand of god comes now becomes
5Y851RHRsX8-01396-00356231-00356351 stronger
5Y851RHRsX8-01397-00356352-00356503 becomes stronger
5Y851RHRsX8-01398-00356504-00357239 becomes stronger becomes stronger
5Y851RHRsX8-01399-00357240-00357399 me
5Y851RHRsX8-01400-00357400-00357606 remember me
5Y851RHRsX8-01401-00357607-00357847 now listen there is an angel walking in
5Y851RHRsX8-01402-00357848-00357991 this congregation
5Y851RHRsX8-01403-00357992-00358206 and i see the angel of the lord
5Y851RHRsX8-01404-00358207-00358406 carrying a lamp
5Y851RHRsX8-01405-00358407-00358558 a lamp
5Y851RHRsX8-01406-00358559-00358751 and the lord speaks to me
5Y851RHRsX8-01407-00358752-00358943 there is someone here
5Y851RHRsX8-01408-00358944-00359143 you are in the midst of a very terrible
5Y851RHRsX8-01409-00359144-00359278 spiritual war
5Y851RHRsX8-01410-00359279-00359551 a spiritual battle and it is family
5Y851RHRsX8-01411-00359552-00359639 based
5Y851RHRsX8-01412-00359640-00359791 you have been praying
5Y851RHRsX8-01413-00359792-00360015 but there seems to be no change the
5Y851RHRsX8-01414-00360016-00360151 reason is because you have been praying
5Y851RHRsX8-01415-00360152-00360254 names
5Y851RHRsX8-01416-00360255-00360463 this morning the lord has sent the
5Y851RHRsX8-01417-00360464-00360734 angels there is a lamp that is to be
5Y851RHRsX8-01418-00360735-00361015 given to you it's a spiritual gift a
5Y851RHRsX8-01419-00361016-00361295 revelational gift so that as you pray
5Y851RHRsX8-01420-00361296-00361454 you will begin to see
5Y851RHRsX8-01421-00361455-00361695 what you what you should pray about
5Y851RHRsX8-01422-00361696-00361967 so that your prayers can be effective
5Y851RHRsX8-01423-00361968-00362254 there is a deposit of the grace of god
5Y851RHRsX8-01424-00362255-00362527 that is coming upon your life so that
5Y851RHRsX8-01425-00362528-00362846 when that oh my god
5Y851RHRsX8-01426-00362847-00363063 [Music]
5Y851RHRsX8-01427-00363064-00363441 lava silicon valley
5Y851RHRsX8-01428-00363442-00363678 [Music]
5Y851RHRsX8-01429-00363679-00363934 the hand of god comes upon you
5Y851RHRsX8-01430-00363935-00364254 as as the angel releases that gift
5Y851RHRsX8-01431-00364255-00364391 it will come
5Y851RHRsX8-01432-00364392-00364630 with the concentration of the presence
5Y851RHRsX8-01433-00364631-00364815 of god one
5Y851RHRsX8-01434-00364816-00364895 two
5Y851RHRsX8-01435-00364896-00364982 three
5Y851RHRsX8-01436-00364983-00365382 four five six holy ghosts
5Y851RHRsX8-01437-00365383-00365806 move
5Y851RHRsX8-01438-00365807-00366110 he comes to give you sight
5Y851RHRsX8-01439-00366111-00366495 you will no longer be blamed
5Y851RHRsX8-01440-00366496-00366582 oh
5Y851RHRsX8-01441-00366583-00366775 the hand of the lord
5Y851RHRsX8-01442-00366776-00366943 he comes stronger
5Y851RHRsX8-01443-00366944-00367254 he comes stronger he comes stronger it
5Y851RHRsX8-01444-00367255-00367391 comes stronger
5Y851RHRsX8-01445-00367392-00367503 holy ghost
5Y851RHRsX8-01446-00367504-00367615 holy ghost
5Y851RHRsX8-01447-00367616-00367863 holy ghost holy ghost
5Y851RHRsX8-01448-00367864-00368246 move
5Y851RHRsX8-01449-00368247-00368527 [Music]
5Y851RHRsX8-01450-00368528-00368975 remember me
5Y851RHRsX8-01451-00368976-00369415 remember me
5Y851RHRsX8-01452-00369416-00369830 remember me
5Y851RHRsX8-01453-00369831-00370278 remember me
5Y851RHRsX8-01454-00370279-00370703 remember me
5Y851RHRsX8-01455-00370704-00371006 remember me
5Y851RHRsX8-01456-00371007-00371702 in the name of jesus
5Y851RHRsX8-01457-00371703-00372063 i say in the name of jesus
5Y851RHRsX8-01458-00372064-00372399 if you are in this auditorium
5Y851RHRsX8-01459-00372400-00372654 maybe one of your ear you were born deaf
5Y851RHRsX8-01460-00372655-00373039 or one ear or one ear has lost hearing
5Y851RHRsX8-01461-00373040-00373230 or you hear better in one ear than the
5Y851RHRsX8-01462-00373231-00373382 other ear
5Y851RHRsX8-01463-00373383-00373839 let me see your hand up
5Y851RHRsX8-01464-00373840-00374102 wave so that i can see wave
5Y851RHRsX8-01465-00374103-00374199 all right
5Y851RHRsX8-01466-00374200-00374351 now the lord wants to open that air
5Y851RHRsX8-01467-00374352-00374495 right now
5Y851RHRsX8-01468-00374496-00374575 okay
5Y851RHRsX8-01469-00374576-00374895 any all right okay now watch me take
5Y851RHRsX8-01470-00374896-00375134 this finger
5Y851RHRsX8-01471-00375135-00375343 block the ear that cannot hear block it
5Y851RHRsX8-01472-00375344-00375543 completely
5Y851RHRsX8-01473-00375544-00375799 completely
5Y851RHRsX8-01474-00375800-00376078 then i'll pray block it completely
5Y851RHRsX8-01475-00376079-00376182 father
5Y851RHRsX8-01476-00376183-00376478 in the name of jesus
5Y851RHRsX8-01477-00376479-00376615 i didn't hear your amen i said in the
5Y851RHRsX8-01478-00376616-00377023 name of jesus
5Y851RHRsX8-01479-00377024-00377287 lord i rebuke
5Y851RHRsX8-01480-00377288-00377623 the spirit of deafness
5Y851RHRsX8-01481-00377624-00378015 deafness spirits be bound
5Y851RHRsX8-01482-00378016-00378319 deafness spirits be bound
5Y851RHRsX8-01483-00378320-00378671 in the name of jesus
5Y851RHRsX8-01484-00378672-00379143 i break your heart in the name of jesus
5Y851RHRsX8-01485-00379144-00379334 now i command you
5Y851RHRsX8-01486-00379335-00379871 come out of the ears now in jesus name
5Y851RHRsX8-01487-00379872-00380102 come out of the ears now
5Y851RHRsX8-01488-00380103-00380463 in jesus name
5Y851RHRsX8-01489-00380464-00380678 here
5Y851RHRsX8-01490-00380679-00380902 here
5Y851RHRsX8-01491-00380903-00381119 here
5Y851RHRsX8-01492-00381120-00381319 here
5Y851RHRsX8-01493-00381320-00381519 here
5Y851RHRsX8-01494-00381520-00381823 here
5Y851RHRsX8-01495-00381824-00382023 remove the finger you used to block the
5Y851RHRsX8-01496-00382024-00382119 ear
5Y851RHRsX8-01497-00382120-00382287 take this finger block the one that can
5Y851RHRsX8-01498-00382288-00382767 hear block completely
5Y851RHRsX8-01499-00382768-00382872 if you are close to them
5Y851RHRsX8-01500-00382873-00382999 [Music]
5Y851RHRsX8-01501-00383000-00383391 help them test that ear
5Y851RHRsX8-01502-00383392-00383599 and the moment you can hear
5Y851RHRsX8-01503-00383600-00383982 let me see your hand up
5Y851RHRsX8-01504-00383983-00384295 if you come here just wait
5Y851RHRsX8-01505-00384296-00384534 i can't see you
5Y851RHRsX8-01506-00384535-00384639 okay
5Y851RHRsX8-01507-00384640-00384881 there's one day
5Y851RHRsX8-01508-00384882-00385287 [Music]
5Y851RHRsX8-01509-00385288-00385639 now wait wait wait
5Y851RHRsX8-01510-00385640-00385871 if you come here come can you come
5Y851RHRsX8-01511-00385872-00386158 just run out run out run up run up
5Y851RHRsX8-01512-00386159-00386375 run up
5Y851RHRsX8-01513-00386376-00386553 remember me
5Y851RHRsX8-01514-00386554-00386791 [Music]
5Y851RHRsX8-01515-00386792-00387151 remember me
5Y851RHRsX8-01516-00387152-00387647 remember me
5Y851RHRsX8-01517-00387648-00387847 remember me
5Y851RHRsX8-01518-00387848-00388143 all right um can you
5Y851RHRsX8-01519-00388144-00388399 use a microphone let's let's hear out
5Y851RHRsX8-01520-00388400-00388551 i have
5Y851RHRsX8-01521-00388552-00388710 six minutes
5Y851RHRsX8-01522-00388711-00388871 there's a prayer i want to pray before i
5Y851RHRsX8-01523-00388872-00389054 run away
5Y851RHRsX8-01524-00389055-00389247 any microphone there can we hear them
5Y851RHRsX8-01525-00389248-00389487 out
5Y851RHRsX8-01526-00389488-00389663 remember me
5Y851RHRsX8-01527-00389664-00389958 [Music]
5Y851RHRsX8-01528-00389959-00390110 remember me
5Y851RHRsX8-01529-00390111-00390382 now listen listen listen listen
5Y851RHRsX8-01530-00390383-00390615 i see in the spirit
5Y851RHRsX8-01531-00390616-00390943 i see in the spirit and i see two lamps
5Y851RHRsX8-01532-00390944-00391071 burning
5Y851RHRsX8-01533-00391072-00391247 and the lord says
5Y851RHRsX8-01534-00391248-00391430 the lord says
5Y851RHRsX8-01535-00391431-00391871 he wants to activate
5Y851RHRsX8-01536-00391872-00392327 two prophets
5Y851RHRsX8-01537-00392328-00392567 holy spirit
5Y851RHRsX8-01538-00392568-00392695 i ask
5Y851RHRsX8-01539-00392696-00392982 help me find them
5Y851RHRsX8-01540-00392983-00393230 help me find
5Y851RHRsX8-01541-00393231-00393527 help me fine
5Y851RHRsX8-01542-00393528-00393782 help me find him
5Y851RHRsX8-01543-00393783-00394047 help me find him
5Y851RHRsX8-01544-00394048-00394334 help me find him
5Y851RHRsX8-01545-00394335-00394615 all right let's go let's go yes
5Y851RHRsX8-01546-00394616-00394895 who is with the microphone please
5Y851RHRsX8-01547-00394896-00395063 can you just
5Y851RHRsX8-01548-00395064-00395247 yeah so sister
5Y851RHRsX8-01549-00395248-00395391 no don't give her
5Y851RHRsX8-01550-00395392-00395558 when i ask you to remove it remove it
5Y851RHRsX8-01551-00395559-00396567 yes what happened to you
5Y851RHRsX8-01552-00396568-00396734 you said we should
5Y851RHRsX8-01553-00396735-00397039 close the other ear i did that and when
5Y851RHRsX8-01554-00397040-00397151 you said
5Y851RHRsX8-01555-00397152-00397367 we should close this other ear and see
5Y851RHRsX8-01556-00397368-00397615 if we could hear so i had to turn
5Y851RHRsX8-01557-00397616-00397823 because most times you hear properly
5Y851RHRsX8-01558-00397824-00398110 with my left i have to go like this so i
5Y851RHRsX8-01559-00398111-00398287 had to turn like this and then turn
5Y851RHRsX8-01560-00398288-00398487 again and i i could hear you without the
5Y851RHRsX8-01561-00398488-00398782 ringing
5Y851RHRsX8-01562-00398783-00399327 somebody shout hallelujah
5Y851RHRsX8-01563-00399328-00399582 don't go don't go yeah
5Y851RHRsX8-01564-00399583-00399782 quickly quickly
5Y851RHRsX8-01565-00399783-00400087 my left hand i know his hair very well
5Y851RHRsX8-01566-00400088-00400382 but when he asked us to put her head and
5Y851RHRsX8-01567-00400383-00400734 my hand inside her hair i did it and
5Y851RHRsX8-01568-00400735-00400934 the lady beside me when you asked
5Y851RHRsX8-01569-00400935-00401223 somebody to help us to talk inside it i
5Y851RHRsX8-01570-00401224-00401439 could hear better i could feel better
5Y851RHRsX8-01571-00401440-00401630 than before how long have you been in
5Y851RHRsX8-01572-00401631-00401854 that condition i remember i was very
5Y851RHRsX8-01573-00401855-00402006 small when you started all right all
5Y851RHRsX8-01574-00402007-00402071 right
5Y851RHRsX8-01575-00402072-00402510 can you celebrate the lord jesus yes
5Y851RHRsX8-01576-00402511-00402815 i've struggled here with my right hand
5Y851RHRsX8-01577-00402816-00403054 since 2016 26 and that's how many years
5Y851RHRsX8-01578-00403055-00403254 now
5Y851RHRsX8-01579-00403255-00403639 okay okay so 2019 i so i i went to an
5Y851RHRsX8-01580-00403640-00403878 enc so they brought out an object i was
5Y851RHRsX8-01581-00403879-00404015 hoping that was going to solve the
5Y851RHRsX8-01582-00404016-00404167 situation but
5Y851RHRsX8-01583-00404168-00404351 early last year i started again so when
5Y851RHRsX8-01584-00404352-00404591 you asked us to block the air
5Y851RHRsX8-01585-00404592-00404806 with um that we couldn't hear properly
5Y851RHRsX8-01586-00404807-00405030 which i did and then
5Y851RHRsX8-01587-00405031-00405199 we should remove our hands after you
5Y851RHRsX8-01588-00405200-00405495 prayed someone came and clapped and i
5Y851RHRsX8-01589-00405496-00405734 could hear her
5Y851RHRsX8-01590-00405735-00405951 yes
5Y851RHRsX8-01591-00405952-00406095 i couldn't see her very well with
5Y851RHRsX8-01592-00406096-00406302 smiling right here okay and when you
5Y851RHRsX8-01593-00406303-00406599 said that she pleased her i hadn't s and
5Y851RHRsX8-01594-00406600-00406878 lately i removed it just gets cleared
5Y851RHRsX8-01595-00406879-00407030 you just got clear
5Y851RHRsX8-01596-00407031-00407247 did you feel anything in your body no i
5Y851RHRsX8-01597-00407248-00407463 just you didn't feel anything it just
5Y851RHRsX8-01598-00407464-00407543 okay
5Y851RHRsX8-01599-00407544-00407751 yes quickly
5Y851RHRsX8-01600-00407752-00408096 praise god hallelujah
5Z66i1vgkj4-00000-00000006-00000265 what's up nerd Lee whatup nerdlings do
5Z66i1vgkj4-00001-00000266-00000605 you nerd for prized possessions in your
5Z66i1vgkj4-00002-00000606-00000890 collections we've been tagged by riff
5Z66i1vgkj4-00003-00000891-00001204 from pixel game squad these are a few of
5Z66i1vgkj4-00004-00001205-00001823 our favorite nerd things this is Tom mad
5Z66i1vgkj4-00005-00001823-00002183 busy collecting all the things from here
5Z66i1vgkj4-00006-00002184-00002606 to there finding comic with tables house
5Z66i1vgkj4-00007-00002607-00002822 Legos the next phase retro gaming amiibo
5Z66i1vgkj4-00008-00002823-00003220 is an image with watch the same Thomas
5Z66i1vgkj4-00009-00003221-00003908 cheekily key whether you like it and so
5Z66i1vgkj4-00010-00003909-00004181 you nerd it or you collect what you love
5Z66i1vgkj4-00011-00004182-00004433 the reason we have these collections is
5Z66i1vgkj4-00012-00004434-00004694 because this is all stuff that we want
5Z66i1vgkj4-00013-00004695-00004945 we hoard it for a reason typically
5Z66i1vgkj4-00014-00004946-00005270 there's a story behind it and sometimes
5Z66i1vgkj4-00015-00005271-00005501 those things become prized posessions
5Z66i1vgkj4-00016-00005502-00005836 your favorite things your most beloved
5Z66i1vgkj4-00017-00005837-00006116 items we're no stranger to collecting
5Z66i1vgkj4-00018-00006117-00006365 what are we up to two rooms in the house
5Z66i1vgkj4-00019-00006366-00006920 dedicated to all the junk we board so we
5Z66i1vgkj4-00020-00006920-00007205 were tagged by RIF of pixel game squad
5Z66i1vgkj4-00021-00007206-00007481 as Lady Lacey said I'll tag people show
5Z66i1vgkj4-00022-00007481-00007939 me do you nerd to pick five things and
5Z66i1vgkj4-00023-00007940-00008092 with all that stuff to choose from this
5Z66i1vgkj4-00024-00008093-00008219 was not an easy task
5Z66i1vgkj4-00025-00008220-00008392 no because we don't have I mean I know
5Z66i1vgkj4-00026-00008393-00008542 everybody says it but we don't have
5Z66i1vgkj4-00027-00008543-00008703 favorites
5Z66i1vgkj4-00028-00008704-00009038 typical mom responds it's like I like
5Z66i1vgkj4-00029-00009039-00009352 what I like
5Z66i1vgkj4-00030-00009353-00009548 first of all guys if you have not
5Z66i1vgkj4-00031-00009549-00009740 checked out pixel game squad if you love
5Z66i1vgkj4-00032-00009741-00009929 anything to do with retro gaming
5Z66i1vgkj4-00033-00009930-00010232 goodness retro toys retro anything or
5Z66i1vgkj4-00034-00010233-00010469 just enjoy the thrill of the hunt for
5Z66i1vgkj4-00035-00010470-00010661 all of the things that we collect you
5Z66i1vgkj4-00036-00010662-00010790 need to check out their channel of
5Z66i1vgkj4-00037-00010791-00010949 course in the description and not only
5Z66i1vgkj4-00038-00010950-00011138 will there be a link to their channel
5Z66i1vgkj4-00039-00011139-00011494 but to the video where if calling us out
5Z66i1vgkj4-00040-00011495-00011840 let me head this one up I am going to
5Z66i1vgkj4-00041-00011841-00012181 start with one of my prized possessions
5Z66i1vgkj4-00042-00012182-00012605 the Milton Bradley Legend of Zelda board
5Z66i1vgkj4-00043-00012606-00012887 game now this thing has seen better days
5Z66i1vgkj4-00044-00012888-00013187 but it is complete and the reason this
5Z66i1vgkj4-00045-00013188-00013481 means so much to me is honestly I never
5Z66i1vgkj4-00046-00013482-00013700 thought I would have this thing I am an
5Z66i1vgkj4-00047-00013701-00013934 avid zelda collector and of course I
5Z66i1vgkj4-00048-00013935-00014171 would love to have every Zelda game in
5Z66i1vgkj4-00049-00014172-00014447 the collection including this one well
5Z66i1vgkj4-00050-00014447-00014612 whenever I saw this thing selling online
5Z66i1vgkj4-00051-00014613-00014876 I was not happy about those prices and I
5Z66i1vgkj4-00052-00014877-00015140 was not going to pay those prices we
5Z66i1vgkj4-00053-00015141-00015388 were at a small Commission called
5Z66i1vgkj4-00054-00015390-00015713 Rubicon and one of the first booths
5Z66i1vgkj4-00055-00015713-00015977 actually that we stopped by there was a
5Z66i1vgkj4-00056-00015978-00016169 stack of board games it was back in the
5Z66i1vgkj4-00057-00016169-00016363 corner it had stuff in front of it
5Z66i1vgkj4-00058-00016365-00016625 but once I saw that spine I didn't
5Z66i1vgkj4-00059-00016626-00016676 hesitate
5Z66i1vgkj4-00060-00016677-00016925 I can grabbed it and I told the guy this
5Z66i1vgkj4-00061-00016926-00017174 I want this but anything is even after
5Z66i1vgkj4-00062-00017175-00017396 we bought it he asked him if he wanted
5Z66i1vgkj4-00063-00017397-00017630 to hold it for him and he's like no
5Z66i1vgkj4-00064-00017631-00017852 that's ok I'll carry it I walk around of
5Z66i1vgkj4-00065-00017853-00018062 it I love just the old-school art on
5Z66i1vgkj4-00066-00018063-00018272 here this thing I hate spiders but
5Z66i1vgkj4-00067-00018273-00019067 there's something funny about it does
5Z66i1vgkj4-00068-00019068-00019244 kind of have a little bit of that Zelda
5Z66i1vgkj4-00069-00019245-00019442 flair to it do you go to various spots
5Z66i1vgkj4-00070-00019443-00019622 on the map you collect pieces of heart
5Z66i1vgkj4-00071-00019623-00019787 you're looking for the princess zelda
5Z66i1vgkj4-00072-00019788-00020438 and Ganon could even be found in this
5Z66i1vgkj4-00073-00020439-00020672 well like I said I don't typically
5Z66i1vgkj4-00074-00020673-00020906 choose favorite things right but as you
5Z66i1vgkj4-00075-00020907-00021194 know I am a proud Harry Potter fan proud
5Z66i1vgkj4-00076-00021195-00021446 Hufflepuff and I call this my hustle
5Z66i1vgkj4-00077-00021447-00021662 Duff any time we're going anywhere and I
5Z66i1vgkj4-00078-00021663-00021902 need a bag I just grab my hustle Duff
5Z66i1vgkj4-00079-00021903-00022595 it's actually a very decent size it's
5Z66i1vgkj4-00080-00022596-00022769 got you know a really nice strap on it
5Z66i1vgkj4-00081-00022770-00022982 everything I actually got this if one of
5Z66i1vgkj4-00082-00022983-00023119 the first might have been the second
5Z66i1vgkj4-00083-00023120-00023264 Harry Potter crates when they first
5Z66i1vgkj4-00084-00023265-00023399 started doing the wizard in crates you
5Z66i1vgkj4-00085-00023400-00023582 got a nice little pin with it it's just
5Z66i1vgkj4-00086-00023583-00023903 it's really subtle but it says my fandom
5Z66i1vgkj4-00087-00023904-00024134 that's what I went with a useful item
5Z66i1vgkj4-00088-00024135-00024392 that is always my go to grab so because
5Z66i1vgkj4-00089-00024393-00024960 you could call it my favorite
5Z66i1vgkj4-00090-00024961-00025296 [Music]
5Z66i1vgkj4-00091-00025297-00025564 well for my next item this is a little
5Z66i1vgkj4-00092-00025565-00025888 bit of a sentimental item I have here a
5Z66i1vgkj4-00093-00025889-00026380 spider-man bus - it's going crazy this
5Z66i1vgkj4-00094-00026381-00026599 used to belong to a dear friend of mine
5Z66i1vgkj4-00095-00026600-00026839 in fact I don't throw the word brother
5Z66i1vgkj4-00096-00026839-00027095 around a lot but this man was my brother
5Z66i1vgkj4-00097-00027097-00027436 when he first got this because he was a
5Z66i1vgkj4-00098-00027437-00027769 huge spider-man fan he was so ecstatic
5Z66i1vgkj4-00099-00027770-00028120 to have a bust of spider-man I finally
5Z66i1vgkj4-00100-00028120-00028311 got that wall-crawling sack of garbage
5Z66i1vgkj4-00101-00028312-00028654 however he had a little brother who was
5Z66i1vgkj4-00102-00028655-00028930 a bit mischievous at times and he was
5Z66i1vgkj4-00103-00028931-00029101 terrified that his brother would destroy
5Z66i1vgkj4-00104-00029102-00029293 it so he actually kept it at my place
5Z66i1vgkj4-00105-00029294-00029611 for a long time now eventually once he
5Z66i1vgkj4-00106-00029612-00029802 got his own place he did take his
5Z66i1vgkj4-00107-00029804-00030124 spider-man back it was actually after I
5Z66i1vgkj4-00108-00030125-00030442 lost my brother and he passed away that
5Z66i1vgkj4-00109-00030443-00030739 I was able to be reunited with
5Z66i1vgkj4-00110-00030739-00030820 spider-man
5Z66i1vgkj4-00111-00030820-00031081 his mother and sister asked me if there
5Z66i1vgkj4-00112-00031082-00031320 was anything of his that I would ever
5Z66i1vgkj4-00113-00031322-00031600 want to remember him by and honestly he
5Z66i1vgkj4-00114-00031601-00031816 never really hung on to a lot of stuff
5Z66i1vgkj4-00115-00031817-00031977 and they rattled a few things off and
5Z66i1vgkj4-00116-00031979-00032127 they said what about the spider-man bust
5Z66i1vgkj4-00117-00032129-00032542 and it clicked I was stunned that he
5Z66i1vgkj4-00118-00032543-00032706 still had this thing and obviously
5Z66i1vgkj4-00119-00032707-00033121 unbroken yeah and ever since then I have
5Z66i1vgkj4-00120-00033122-00033355 had this on display you know and I don't
5Z66i1vgkj4-00121-00033356-00033562 really mind either because of my fairly
5Z66i1vgkj4-00122-00033563-00033748 recent love of spider-man and spider
5Z66i1vgkj4-00123-00033749-00033862 version spider-gwen
5Z66i1vgkj4-00124-00033863-00034563 so to me it was perfect
5Z66i1vgkj4-00125-00034564-00034909 I've always wanted to experience real
5Z66i1vgkj4-00126-00034910-00035266 web-slinging back to you this one I
5Z66i1vgkj4-00127-00035267-00035740 actually can 100% say it is my favorite
5Z66i1vgkj4-00128-00035741-00036316 item the DK barrel this is more famous
5Z66i1vgkj4-00129-00036317-00036652 than we are not that we're famous but we
5Z66i1vgkj4-00130-00036653-00036820 have taken this to every convention
5Z66i1vgkj4-00131-00036821-00037318 since I created it and people recognize
5Z66i1vgkj4-00132-00037319-00037486 it before they recognize us we've
5Z66i1vgkj4-00133-00037487-00037642 actually had people come up to us and go
5Z66i1vgkj4-00134-00037643-00037948 oh hey I recognize the barrel it's you
5Z66i1vgkj4-00135-00037949-00038020 guys
5Z66i1vgkj4-00136-00038021-00038296 yeah we're just you guys but this is the
5Z66i1vgkj4-00137-00038297-00038509 DK but apparently were the handler for
5Z66i1vgkj4-00138-00038510-00038782 the DK barrel a couple of years ago we
5Z66i1vgkj4-00139-00038783-00038965 were at the Springfield indoor garage
5Z66i1vgkj4-00140-00038966-00039130 sale and I saw a bunch of people
5Z66i1vgkj4-00141-00039131-00039400 carrying around these shopping trolleys
5Z66i1vgkj4-00142-00039401-00039535 you know what when we get home I'm gonna
5Z66i1vgkj4-00143-00039536-00039721 look up those trolleys in the midst of
5Z66i1vgkj4-00144-00039722-00039949 looking for it I found this wine barrel
5Z66i1vgkj4-00145-00039950-00040120 and that's all it is it's a white
5Z66i1vgkj4-00146-00040121-00040396 rolling wine barrel and I looked at it I
5Z66i1vgkj4-00147-00040397-00040636 bet I can put the DK logo on that make
5Z66i1vgkj4-00148-00040637-00040915 it nerdy and use my shopping trolley
5Z66i1vgkj4-00149-00040916-00041113 when we go to grad sales and this one
5Z66i1vgkj4-00150-00041114-00041299 when we go to conventions it has been so
5Z66i1vgkj4-00151-00041300-00041494 fun that we never use my shopping
5Z66i1vgkj4-00152-00041495-00041650 trolley this goes everywhere with us it
5Z66i1vgkj4-00153-00041651-00041692 doesn't matter
5Z66i1vgkj4-00154-00041693-00041987 [Music]
5Z66i1vgkj4-00155-00041988-00042277 I'm surprised we actually still have it
5Z66i1vgkj4-00156-00042278-00042448 though we've had a few people captain
5Z66i1vgkj4-00157-00042449-00042676 algebra try to steal it from us a few
5Z66i1vgkj4-00158-00042677-00042936 times
5Z66i1vgkj4-00159-00042937-00043371 sonofa not that this was in any
5Z66i1vgkj4-00160-00043372-00043651 particular order and in all honesty six
5Z66i1vgkj4-00161-00043652-00043795 months from now this whole list is
5Z66i1vgkj4-00162-00043796-00044086 probably going to change anyway but the
5Z66i1vgkj4-00163-00044087-00044311 number one prized possession in our
5Z66i1vgkj4-00164-00044312-00044646 collection uh I'm gonna go with the game
5Z66i1vgkj4-00165-00044647-00045517 room the toy room
5Z66i1vgkj4-00166-00045518-00045760 [Music]
5Z66i1vgkj4-00167-00045761-00046049 when we were growing up we definitely
5Z66i1vgkj4-00168-00046050-00046328 did not have the means to have as much
5Z66i1vgkj4-00169-00046329-00046760 stuff junk as we have now these rooms
5Z66i1vgkj4-00170-00046761-00047018 are constant Testaments and reminders to
5Z66i1vgkj4-00171-00047019-00047285 just how far we've come in our lives we
5Z66i1vgkj4-00172-00047286-00047567 have worked together to get a house and
5Z66i1vgkj4-00173-00047568-00047815 to fill it with all of this stuff and
5Z66i1vgkj4-00174-00047816-00048077 one of our favorite things to do is have
5Z66i1vgkj4-00175-00048078-00048425 people over and just kind of stand back
5Z66i1vgkj4-00176-00048426-00048734 and watch them do a little tour of the
5Z66i1vgkj4-00177-00048735-00048956 place and revisit so many things that
5Z66i1vgkj4-00178-00048957-00049142 they remember to watch that nostalgia
5Z66i1vgkj4-00179-00049143-00049376 gleam in their eyes that was one of the
5Z66i1vgkj4-00180-00049377-00049496 things when we decided we're going to
5Z66i1vgkj4-00181-00049497-00049706 buy a house we made sure to find
5Z66i1vgkj4-00182-00049707-00049943 something that had enough room for game
5Z66i1vgkj4-00183-00049944-00050240 room the things that we love about this
5Z66i1vgkj4-00184-00050241-00050465 game room are the memories that we've
5Z66i1vgkj4-00185-00050466-00050861 made here with various game nights we
5Z66i1vgkj4-00186-00050862-00051092 like to keep reminders in here of just
5Z66i1vgkj4-00187-00051093-00051357 how far we've come as a channel and
5Z66i1vgkj4-00188-00051358-00051638 memories of the awesome people that
5Z66i1vgkj4-00189-00051639-00051899 we've met by starting the channel do you
5Z66i1vgkj4-00190-00051900-00052192 there and in all honesty if it wasn't
5Z66i1vgkj4-00191-00052194-00052432 for this room in the toy room
5Z66i1vgkj4-00192-00052433-00052604 we probably never would have started
5Z66i1vgkj4-00193-00052604-00052855 this channel when we set up this house
5Z66i1vgkj4-00194-00052857-00053092 with all of the stuff that we had in it
5Z66i1vgkj4-00195-00053094-00053269 we got to looking around and thinking
5Z66i1vgkj4-00196-00053270-00053612 you know what lots of people love the
5Z66i1vgkj4-00197-00053613-00053822 tabletop games lots of people love video
5Z66i1vgkj4-00198-00053823-00054023 games lots of people love toys and
5Z66i1vgkj4-00199-00054024-00054350 movies why don't we share this love this
5Z66i1vgkj4-00200-00054351-00054713 fandom this nerdiness with the world so
5Z66i1vgkj4-00201-00054714-00054976 if it wasn't for these rooms we would
5Z66i1vgkj4-00202-00054977-00055124 never have started this channel and
5Z66i1vgkj4-00203-00055125-00055294 never would have talked to you guys and
5Z66i1vgkj4-00204-00055295-00055555 gotten to know so many of you so what
5Z66i1vgkj4-00205-00055557-00055799 better way to share that love of
5Z66i1vgkj4-00206-00055800-00056090 nerdiness by that's there a couple of
5Z66i1vgkj4-00207-00056091-00056294 tags out there who are you thinking jail
5Z66i1vgkj4-00208-00056295-00056554 elevator one oh that's a good one yes
5Z66i1vgkj4-00209-00056555-00056735 that's a cool she's got some cool stuff
5Z66i1vgkj4-00210-00056736-00056900 and I want to know just what some of her
5Z66i1vgkj4-00211-00056901-00057112 favorite things are who else
5Z66i1vgkj4-00212-00057113-00057801 tea belly Oh T belly
5Z66i1vgkj4-00213-00057802-00058061 horrible impression I apologize you know
5Z66i1vgkj4-00214-00058062-00058192 what I want to get some of the retro
5Z66i1vgkj4-00215-00058194-00058445 Refresh guys in here so idea
5Z66i1vgkj4-00216-00058446-00058712 I'm thinking chronic Spartan you
5Z66i1vgkj4-00217-00058713-00058879 probably have some fun stuff to show off
5Z66i1vgkj4-00218-00058880-00059057 what are some of those favorites that
5Z66i1vgkj4-00219-00059058-00059357 you have about tell us less oh yeah he's
5Z66i1vgkj4-00220-00059358-00059534 got some good stuff too but what are
5Z66i1vgkj4-00221-00059535-00059840 some prized possessions and anybody else
5Z66i1vgkj4-00222-00059841-00060107 in the retro refresh or anyone else who
5Z66i1vgkj4-00223-00060108-00060278 would like to respond to this video
5Z66i1vgkj4-00224-00060279-00060473 please do because we want to know what
5Z66i1vgkj4-00225-00060474-00060716 some of your favorites are and if you
5Z66i1vgkj4-00226-00060716-00060875 happen to make a video leave a link down
5Z66i1vgkj4-00227-00060876-00061073 in the comments so that we and everybody
5Z66i1vgkj4-00228-00061074-00061310 else can go check it out at this point
5Z66i1vgkj4-00229-00061311-00061565 give the video like leave some comments
5Z66i1vgkj4-00230-00061566-00061733 about what you think of any of these or
5Z66i1vgkj4-00231-00061734-00061925 any of your favorite things if you don't
5Z66i1vgkj4-00232-00061926-00062084 want to make a video be sure to
5Z66i1vgkj4-00233-00062085-00062266 subscribe hit the notification bell
5Z66i1vgkj4-00234-00062267-00062576 check out pixel game squad sayonara
5Z66i1vgkj4-00235-00062577-00062941 seniorita worsen your eat 2 narita
5Z66i1vgkj4-00236-00062941-00063269 signore signore is the male version of
5Z66i1vgkj4-00237-00063270-00063572 seniorita right whatever all right don't
5Z66i1vgkj4-00238-00063573-00063707 forget to Like us on Facebook Twitter
5Z66i1vgkj4-00239-00063708-00063887 and Instagram go over to tee public we
5Z66i1vgkj4-00240-00063888-00064115 have merchandise over there go hit us up
5Z66i1vgkj4-00241-00064116-00064415 on the retro refresh don't forget if we
5Z66i1vgkj4-00242-00064416-00065471 like it we nerd it oh yeah hope for
5Z66i1vgkj4-00243-00065472-00066013 young ready
5Z66i1vgkj4-00244-00066014-00066413 whether you nerd it know you like it you
5Z66i1vgkj4-00245-00066414-00066647 nerd it right yeah that's real like it
5Z66i1vgkj4-00246-00066648-00066919 we nerd it ok
5Z66i1vgkj4-00247-00066920-00067512 [Music]
5Z66i1vgkj4-00248-00067513-00068197 I we were at a at the ready it's very
5Z66i1vgkj4-00249-00068198-00069269 special cut that part out I don't know
5Z66i1vgkj4-00250-00069270-00069437 [Music]
5Z66i1vgkj4-00251-00069438-00069973 and don't forget this like because I
5Z66i1vgkj4-00252-00069974-00070106 think if there's yea it's like a spell
5Z66i1vgkj4-00253-00070107-00071106 yeah
5Z66i1vgkj4-00254-00071107-00071686 what are you doing we can't do Harry
5Z66i1vgkj4-00255-00071687-00072252 Potter thumbnails
5Z66i1vgkj4-00256-00072253-00073296 [Music]
5ahHzWQjoTc-00000-00000003-00000196 hey everybody my name is Kim Seaver
5ahHzWQjoTc-00001-00000197-00000557 welcome back to my channel about a year
5ahHzWQjoTc-00002-00000558-00000802 or so ago I wrote a Facebook post where
5ahHzWQjoTc-00003-00000803-00001019 I mentioned that I was unhiding all the
5ahHzWQjoTc-00004-00001019-00001237 people and pages that I have previously
5ahHzWQjoTc-00005-00001238-00001618 hidden that I was unsanitized in my own
5ahHzWQjoTc-00006-00001619-00001993 new speedrun siloing it I've been
5ahHzWQjoTc-00007-00001994-00002246 contemplating that position recently I'm
5ahHzWQjoTc-00008-00002247-00002450 still doing this tried to expose myself
5ahHzWQjoTc-00009-00002451-00002668 to different viewpoints and trying to
5ahHzWQjoTc-00010-00002669-00002924 not dismiss viewpoints contrary to my
5ahHzWQjoTc-00011-00002925-00003368 own however I recognize that my ability
5ahHzWQjoTc-00012-00003369-00003565 to do this is because of the immense
5ahHzWQjoTc-00013-00003567-00003888 privilege I enjoy I can do this because
5ahHzWQjoTc-00014-00003889-00004208 differing opinions will only ever affect
5ahHzWQjoTc-00015-00004209-00004445 me as opinions they will never be a
5ahHzWQjoTc-00016-00004446-00004769 threat to my existence because I'm white
5ahHzWQjoTc-00017-00004770-00004997 and live in a predominantly white
5ahHzWQjoTc-00018-00004998-00005329 society race-based commentary will never
5ahHzWQjoTc-00019-00005330-00005654 be a threat to me because I'm straight
5ahHzWQjoTc-00020-00005655-00005929 and live in a predominantly straight
5ahHzWQjoTc-00021-00005930-00006158 society a commentary regarding sexual
5ahHzWQjoTc-00022-00006159-00006510 orientation will never be a threat to me
5ahHzWQjoTc-00023-00006511-00006773 because I'm cisgender and live in a
5ahHzWQjoTc-00024-00006773-00007073 predominantly society gender based
5ahHzWQjoTc-00025-00007073-00007453 commentary will never be a threat to me
5ahHzWQjoTc-00026-00007454-00007756 because I'm male and limited Society
5ahHzWQjoTc-00027-00007758-00008081 designed for males sex based commentary
5ahHzWQjoTc-00028-00008081-00008363 will never be a threat to me because a
5ahHzWQjoTc-00029-00008364-00008717 middle class in a society design for the
5ahHzWQjoTc-00030-00008718-00008927 middle and upper classes class-based
5ahHzWQjoTc-00031-00008928-00009228 commentary will never be a threat to me
5ahHzWQjoTc-00032-00009229-00009578 because I'm Christian in a predominantly
5ahHzWQjoTc-00033-00009579-00009842 Christian society religious commentary
5ahHzWQjoTc-00034-00009843-00010133 will never be a threat to me and because
5ahHzWQjoTc-00035-00010134-00010381 none of this will threaten my existence
5ahHzWQjoTc-00036-00010382-00010733 I can afford to not turn my Facebook
5ahHzWQjoTc-00037-00010734-00011038 feed into a Seidel not everyone has that
5ahHzWQjoTc-00038-00011039-00011369 privileged commentary that affects me
5ahHzWQjoTc-00039-00011370-00011617 only as does agreement can affect others
5ahHzWQjoTc-00040-00011618-00011963 as a direct threat to their existence or
5ahHzWQjoTc-00041-00011964-00012116 I might get frustrated with someone
5ahHzWQjoTc-00042-00012117-00012388 arguing with me others might get anxious
5ahHzWQjoTc-00043-00012389-00012841 worried or scared so while I can still
5ahHzWQjoTc-00044-00012842-00013160 keep my feet unrestricted I realized not
5ahHzWQjoTc-00045-00013161-00013394 everyone can
5ahHzWQjoTc-00046-00013394-00013680 and I need to not judge them for it
5ahHzWQjoTc-00047-00013681-00013997 thanks for watching if you like my video
5ahHzWQjoTc-00048-00013997-00014207 please give me a thumbs up and let me
5ahHzWQjoTc-00049-00014208-00014468 know in the comments below why please
5ahHzWQjoTc-00050-00014469-00014725 share my video subscribe to my channel
5ahHzWQjoTc-00051-00014726-00014947 and I look forward to talking to you
5ahHzWQjoTc-00052-00014948-00015209 again soon
5dMsunfjyTU-00000-00000088-00000423 numbers are everywhere
5dMsunfjyTU-00001-00000424-00000862 numbers at home and outside
5dMsunfjyTU-00002-00000863-00001062 we see them on clothes
5dMsunfjyTU-00003-00001063-00001491 labels toothpaste tubes and
5dMsunfjyTU-00004-00001492-00001823 microwaves numbers are on houses
5dMsunfjyTU-00005-00001823-00001982 street signs
5dMsunfjyTU-00006-00001984-00002087 cars
5dMsunfjyTU-00007-00002088-00002439 and buses
5dMsunfjyTU-00008-00002440-00002863 numbers on money
5dMsunfjyTU-00009-00002864-00003175 there are numbers on paper money and on
5dMsunfjyTU-00010-00003176-00003806 coins
5dMsunfjyTU-00011-00003807-00004311 numbers tell us time and dates
5dMsunfjyTU-00012-00004312-00004551 the calendar has many dates
5dMsunfjyTU-00013-00004552-00004999 and each date has a number
5dMsunfjyTU-00014-00005000-00005327 dates on food and medicine containers
5dMsunfjyTU-00015-00005328-00005831 tell us how long we can use a product
5dMsunfjyTU-00016-00005832-00006143 we check our watches and clocks to make
5dMsunfjyTU-00017-00006144-00006959 sure we get to class on time
5dMsunfjyTU-00018-00006959-00007342 numbers travel with us
5dMsunfjyTU-00019-00007343-00007478 at the airport
5dMsunfjyTU-00020-00007479-00007703 numbers tell us what flights are
5dMsunfjyTU-00021-00007704-00007934 arriving or departing
5dMsunfjyTU-00022-00007936-00008278 and at what time
5dMsunfjyTU-00023-00008279-00008646 numbers walk with us
5dMsunfjyTU-00024-00008647-00008910 our shoes have numbers to tell us our
5dMsunfjyTU-00025-00008911-00009142 size
5dMsunfjyTU-00026-00009143-00009614 we walk and run many steps
5dMsunfjyTU-00027-00009615-00010078 we walk for a number of minutes or hours
5dMsunfjyTU-00028-00010079-00010646 we walk a number of kilometers or miles
5dMsunfjyTU-00029-00010647-00011055 math is everywhere
5dMsunfjyTU-00030-00011056-00011271 we see numbers everywhere
5dMsunfjyTU-00031-00011272-00011663 and we use them every day
5dMsunfjyTU-00032-00011664-00012014 we live in a world of math
5dMsunfjyTU-00033-00012015-00012364 the end
5jNrOMtc3Jy-00000-00000041-00001383 [Applause]
5jNrOMtc3Jy-00001-00001384-00001495 hey
5jNrOMtc3Jy-00002-00001496-00001734 here we go movie man greg and we are on
5jNrOMtc3Jy-00003-00001735-00002151 episode three of bel air yama crawl
5jNrOMtc3Jy-00004-00002152-00002326 that's right man
5jNrOMtc3Jy-00005-00002327-00002567 this i've been [__] in this series um
5jNrOMtc3Jy-00006-00002568-00002831 there's no more um until they come out i
5jNrOMtc3Jy-00007-00002832-00002966 guess weekly they just threw out the
5jNrOMtc3Jy-00008-00002967-00003166 first three out so
5jNrOMtc3Jy-00009-00003167-00003447 i'm sad that uh i'm about to be done
5jNrOMtc3Jy-00010-00003447-00003686 with it temporarily but anyway man i've
5jNrOMtc3Jy-00011-00003688-00003879 been thoroughly
5jNrOMtc3Jy-00012-00003879-00004191 thoroughly enjoying this uh this series
5jNrOMtc3Jy-00013-00004192-00004551 so far they did an amazing job like
5jNrOMtc3Jy-00014-00004552-00004702 each episode
5jNrOMtc3Jy-00015-00004703-00004967 it just brings me it brings me in even
5jNrOMtc3Jy-00016-00004968-00005215 more you know the character development
5jNrOMtc3Jy-00017-00005216-00005527 is great you know but anyway i'm without
5jNrOMtc3Jy-00018-00005528-00005751 further ado i'm going to jump into it if
5jNrOMtc3Jy-00019-00005752-00006006 you want to see these unedited and full
5jNrOMtc3Jy-00020-00006007-00006231 make sure you become a patreon member um
5jNrOMtc3Jy-00021-00006232-00006431 the link is at the bottom but with that
5jNrOMtc3Jy-00022-00006431-00006663 being said let's get it
5jNrOMtc3Jy-00023-00006664-00006887 all right those are not my drugs i'm
5jNrOMtc3Jy-00024-00006888-00007087 telling you someone put the drugs in my
5jNrOMtc3Jy-00025-00007088-00007406 bag if i'm lying i'm flying no cat
5jNrOMtc3Jy-00026-00007408-00007534 i'll put that on my mom i put that on
5jNrOMtc3Jy-00027-00007536-00007678 west philly on everything i love i could
5jNrOMtc3Jy-00028-00007679-00007887 see him freezing will out socially and
5jNrOMtc3Jy-00029-00007888-00008078 running his mouth but he wouldn't plant
5jNrOMtc3Jy-00030-00008079-00008278 drugs in his backpack like some funny
5jNrOMtc3Jy-00031-00008279-00008574 beat and if you don't believe me
5jNrOMtc3Jy-00032-00008575-00008999 wouldn't do something like this to him
5jNrOMtc3Jy-00033-00009000-00009151 after all
5jNrOMtc3Jy-00034-00009152-00009446 he is my cousin he's family whatever get
5jNrOMtc3Jy-00035-00009447-00009591 out of here
5jNrOMtc3Jy-00036-00009592-00009895 bull [__] but you'll let him go down
5jNrOMtc3Jy-00037-00009896-00010103 when you know who did it so you might as
5jNrOMtc3Jy-00038-00010104-00010351 well did it yourself
5jNrOMtc3Jy-00039-00010352-00010599 bam okay remember i take that back
5jNrOMtc3Jy-00040-00010600-00010751 take that back i'm starting to hate him
5jNrOMtc3Jy-00041-00010752-00010871 even more
5jNrOMtc3Jy-00042-00010872-00011095 los angeles let's all have a beautiful
5jNrOMtc3Jy-00043-00011096-00011327 day hey we're having a freeway
5jNrOMtc3Jy-00044-00011328-00011487 supposed to wake up the
5jNrOMtc3Jy-00045-00011488-00011703 freeway every morning oh yeah he got a
5jNrOMtc3Jy-00046-00011704-00011927 new phone booth comes to light
5jNrOMtc3Jy-00047-00011928-00012223 and if there is foul play i promise
5jNrOMtc3Jy-00048-00012224-00012438 there will be consequences
5jNrOMtc3Jy-00049-00012439-00012879 consequences repercussions
5jNrOMtc3Jy-00050-00012880-00013038 part two of my killing spree is about to
5jNrOMtc3Jy-00051-00013039-00013263 happen on your ass right now
5jNrOMtc3Jy-00052-00013263-00013511 push my buttons huh
5jNrOMtc3Jy-00053-00013512-00013655 my mom will
5jNrOMtc3Jy-00054-00013656-00013838 she's a black mom you don't [__] with
5jNrOMtc3Jy-00055-00013840-00013983 black moms
5jNrOMtc3Jy-00056-00013984-00014086 trust me
5jNrOMtc3Jy-00057-00014087-00014399 anyone can find out it's my parents
5jNrOMtc3Jy-00058-00014400-00014647 [__] schoolwork only no doodling this is
5jNrOMtc3Jy-00059-00014647-00014775 art
5jNrOMtc3Jy-00060-00014776-00015119 i'm doodle
5jNrOMtc3Jy-00061-00015119-00015438 oh wow
5jNrOMtc3Jy-00062-00015440-00015686 oh he's a dick
5jNrOMtc3Jy-00063-00015687-00015950 he's a dick
5jNrOMtc3Jy-00064-00015951-00016094 dean of them just walking through the
5jNrOMtc3Jy-00065-00016095-00016215 front door
5jNrOMtc3Jy-00066-00016216-00016511 security didn't see anyone near his back
5jNrOMtc3Jy-00067-00016512-00016719 when they reviewed the tapes
5jNrOMtc3Jy-00068-00016720-00016967 oh they didn't review the tapes you have
5jNrOMtc3Jy-00069-00016968-00017111 apparently none
5jNrOMtc3Jy-00070-00017112-00017250 of the damn tapes well
5jNrOMtc3Jy-00071-00017251-00017535 [Laughter]
5jNrOMtc3Jy-00072-00017536-00017767 we found drugs in will's bag but you
5jNrOMtc3Jy-00073-00017768-00017927 didn't watch the tapes
5jNrOMtc3Jy-00074-00017928-00018247 for hours we are not students
5jNrOMtc3Jy-00075-00018248-00018814 don't test us
5jNrOMtc3Jy-00076-00018815-00018991 with your back
5jNrOMtc3Jy-00077-00018992-00019175 damn
5jNrOMtc3Jy-00078-00019176-00019294 yeah really oh you're still moving
5jNrOMtc3Jy-00079-00019295-00019439 mountains for me and we're ready to see
5jNrOMtc3Jy-00080-00019440-00019683 you start climbing
5jNrOMtc3Jy-00081-00019684-00019871 um
5jNrOMtc3Jy-00082-00019872-00020175 damn see that's love right there
5jNrOMtc3Jy-00083-00020176-00020527 that's love right there
5jNrOMtc3Jy-00084-00020528-00020708 it's like they shout
5jNrOMtc3Jy-00085-00020709-00020999 [Laughter]
5jNrOMtc3Jy-00086-00021000-00022375 oh man
5jNrOMtc3Jy-00087-00022376-00022727 oh it's getting worse
5jNrOMtc3Jy-00088-00022728-00022919 okay
5jNrOMtc3Jy-00089-00022920-00023239 i'll be bout to flip it inside out oh
5jNrOMtc3Jy-00090-00023240-00025071 [__]
5jNrOMtc3Jy-00091-00025072-00025278 i bet your social media blows because
5jNrOMtc3Jy-00092-00025279-00025758 somebody's
5jNrOMtc3Jy-00093-00025760-00025894 you asked me to make the food i will
5jNrOMtc3Jy-00094-00025895-00026070 make the food can i
5jNrOMtc3Jy-00095-00026072-00026262 have some me time please
5jNrOMtc3Jy-00096-00026263-00026662 all right
5jNrOMtc3Jy-00097-00026663-00027087 don't press the issue
5jNrOMtc3Jy-00098-00027088-00027190 i want you to admit that you've been
5jNrOMtc3Jy-00099-00027191-00027318 moving pieces around in your little
5jNrOMtc3Jy-00100-00027319-00027814 chest game there is no game well
5jNrOMtc3Jy-00101-00027816-00028083 trust me just take the win and move
5jNrOMtc3Jy-00102-00028083-00028383 on oh that's some [__]
5jNrOMtc3Jy-00103-00028383-00029327 [__] liar
5jNrOMtc3Jy-00104-00029327-00029646 [__] liar
5jNrOMtc3Jy-00105-00029647-00029855 join me for my premie tradition yeah
5jNrOMtc3Jy-00106-00029856-00029951 well
5jNrOMtc3Jy-00107-00029952-00030127 nostalgia is a hell of a drug so i
5jNrOMtc3Jy-00108-00030127-00030327 figured why not start again what the
5jNrOMtc3Jy-00109-00030327-00030679 hell is going on okay
5jNrOMtc3Jy-00110-00030680-00030855 so you're not just
5jNrOMtc3Jy-00111-00030856-00031158 saying that right no
5jNrOMtc3Jy-00112-00031160-00031358 i still care about you
5jNrOMtc3Jy-00113-00031360-00031583 ah [__]
5jNrOMtc3Jy-00114-00031583-00031799 oh [__]
5jNrOMtc3Jy-00115-00031800-00032014 what's gonna happen
5jNrOMtc3Jy-00116-00032016-00032207 what you gonna do
5jNrOMtc3Jy-00117-00032208-00032479 here
5jNrOMtc3Jy-00118-00032480-00032607 the alchemist
5jNrOMtc3Jy-00119-00032608-00032807 the certified classic right there good
5jNrOMtc3Jy-00120-00032808-00033039 book okay
5jNrOMtc3Jy-00121-00033040-00033271 hey fun fact i read i started reading
5jNrOMtc3Jy-00122-00033272-00033559 that book because a will smith
5jNrOMtc3Jy-00123-00033560-00033759 recommended it he said this was his
5jNrOMtc3Jy-00124-00033760-00033983 favorite book
5jNrOMtc3Jy-00125-00033984-00034127 ain't st stevens
5jNrOMtc3Jy-00126-00034128-00034279 we'll all be there cheering you on at
5jNrOMtc3Jy-00127-00034280-00034399 least half
5jNrOMtc3Jy-00128-00034400-00034646 we have to split it between you and will
5jNrOMtc3Jy-00129-00034647-00034903 fantastic
5jNrOMtc3Jy-00130-00034904-00035062 [Music]
5jNrOMtc3Jy-00131-00035063-00035367 damn
5jNrOMtc3Jy-00132-00035368-00035567 then we either bond or kill each other
5jNrOMtc3Jy-00133-00035568-00035839 well either way problem solved hmm
5jNrOMtc3Jy-00134-00035840-00035983 love you
5jNrOMtc3Jy-00135-00035984-00036302 yeah
5jNrOMtc3Jy-00136-00036303-00036502 is that
5jNrOMtc3Jy-00137-00036503-00036655 what the hell is yama yamacraw
5jNrOMtc3Jy-00138-00036656-00036855 dad this is old nickname
5jNrOMtc3Jy-00139-00036856-00037087 that's where he's from yemicron north
5jNrOMtc3Jy-00140-00037088-00037230 carolina
5jNrOMtc3Jy-00141-00037231-00037846 population tidying as [__]
5jNrOMtc3Jy-00142-00037847-00038015 mommy fellas got a few tables and chairs
5jNrOMtc3Jy-00143-00038016-00038287 so he could set up cool let's do it
5jNrOMtc3Jy-00144-00038288-00038439 tails and chairs why don't we grab a
5jNrOMtc3Jy-00145-00038440-00038630 ladder and throw a pro wrestling match
5jNrOMtc3Jy-00146-00038631-00039039 oh hell no
5jNrOMtc3Jy-00147-00039040-00039151 man
5jNrOMtc3Jy-00148-00039152-00039287 he's
5jNrOMtc3Jy-00149-00039288-00040167 s
5jNrOMtc3Jy-00150-00040168-00040367 something that his dad didn't teach him
5jNrOMtc3Jy-00151-00040368-00040687 a little bit of humility
5jNrOMtc3Jy-00152-00040688-00041062 a
5jNrOMtc3Jy-00153-00041063-00041383 i have been talking to michelle football
5jNrOMtc3Jy-00154-00041384-00041735 she said she said girl hold on
5jNrOMtc3Jy-00155-00041736-00041983 now you know i remember when all peter
5jNrOMtc3Jy-00156-00041984-00042295 please lied into her dms
5jNrOMtc3Jy-00157-00042296-00042633 thank you mom
5jNrOMtc3Jy-00158-00042634-00043039 [Music]
5jNrOMtc3Jy-00159-00043040-00043327 oh [__] reverend not feeling him at all
5jNrOMtc3Jy-00160-00043328-00043774 not even a little bit
5jNrOMtc3Jy-00161-00043775-00044039 or maybe the wealthy lose touch
5jNrOMtc3Jy-00162-00044040-00044279 and i sneak this though
5jNrOMtc3Jy-00163-00044280-00044479 holy [__] that's him
5jNrOMtc3Jy-00164-00044480-00044662 he's actually here
5jNrOMtc3Jy-00165-00044663-00044887 on his radar he's a major philanthropist
5jNrOMtc3Jy-00166-00044888-00045007 and he sits on the board of the black
5jNrOMtc3Jy-00167-00045008-00045183 minds first initiative which would be
5jNrOMtc3Jy-00168-00045184-00045311 the perfect internship for my
5jNrOMtc3Jy-00169-00045312-00045855 application to princeton application
5jNrOMtc3Jy-00170-00045856-00046246 you're getting there
5jNrOMtc3Jy-00171-00046247-00046495 okay coco puff you got this
5jNrOMtc3Jy-00172-00046496-00046623 you can get it to any college you want
5jNrOMtc3Jy-00173-00046624-00046807 to with your parents money believe it or
5jNrOMtc3Jy-00174-00046808-00046983 not will
5jNrOMtc3Jy-00175-00046984-00047518 i want everything handed to me
5jNrOMtc3Jy-00176-00047519-00047758 respect that a little bit
5jNrOMtc3Jy-00177-00047759-00048102 no i actually dropped out of school
5jNrOMtc3Jy-00178-00048103-00048271 damn
5jNrOMtc3Jy-00179-00048272-00048551 yeah so after i graduated high school i
5jNrOMtc3Jy-00180-00048552-00048630 just
5jNrOMtc3Jy-00181-00048631-00048862 got to good old kanye and dropped out of
5jNrOMtc3Jy-00182-00048863-00048994 college
5jNrOMtc3Jy-00183-00048995-00049174 [Music]
5jNrOMtc3Jy-00184-00049175-00049262 how
5jNrOMtc3Jy-00185-00049263-00049415 brave
5jNrOMtc3Jy-00186-00049416-00049615 um i'm gonna go talk to sexual
5jNrOMtc3Jy-00187-00049616-00049862 opportunities for you i can create my
5jNrOMtc3Jy-00188-00049863-00050135 own opportunities without you mother
5jNrOMtc3Jy-00189-00050136-00050318 thank you
5jNrOMtc3Jy-00190-00050319-00050543 man
5jNrOMtc3Jy-00191-00050544-00050702 like you misunderstood this whole
5jNrOMtc3Jy-00192-00050703-00050911 arrangement i was cooking this food to
5jNrOMtc3Jy-00193-00050912-00051143 help you out mama not to try to impress
5jNrOMtc3Jy-00194-00051144-00051270 people
5jNrOMtc3Jy-00195-00051271-00051446 to get me a job
5jNrOMtc3Jy-00196-00051447-00051614 and get that [__] right mama crawl was
5jNrOMtc3Jy-00197-00051615-00051863 the best damn line step i ever saw
5jNrOMtc3Jy-00198-00051864-00052070 according of the election okay well
5jNrOMtc3Jy-00199-00052071-00052246 let's cut to it brother
5jNrOMtc3Jy-00200-00052247-00052382 give me one good reason why i should
5jNrOMtc3Jy-00201-00052383-00052542 endorse you for d.a
5jNrOMtc3Jy-00202-00052544-00052863 right
5jNrOMtc3Jy-00203-00052864-00053015 um i wonder how that conversation is
5jNrOMtc3Jy-00204-00053016-00053207 going to be you i set the whole cuisine
5jNrOMtc3Jy-00205-00053208-00053423 interview up for her as a favor and she
5jNrOMtc3Jy-00206-00053424-00053623 had the nerve to drag our company online
5jNrOMtc3Jy-00207-00053624-00053782 what do you mean oh so you haven't seen
5jNrOMtc3Jy-00208-00053783-00053935 the video that hillary posted after the
5jNrOMtc3Jy-00209-00053936-00054038 interview
5jNrOMtc3Jy-00210-00054039-00054454 oh
5jNrOMtc3Jy-00211-00054455-00054623 she accused our company of being racist
5jNrOMtc3Jy-00212-00054624-00054791 and sexist and then encouraged her
5jNrOMtc3Jy-00213-00054791-00054966 followers to spread the word
5jNrOMtc3Jy-00214-00054967-00055199 i'm sorry
5jNrOMtc3Jy-00215-00055200-00055471 that i don't feel sorry damn
5jNrOMtc3Jy-00216-00055472-00055759 damn
5jNrOMtc3Jy-00217-00055760-00055919 your daughter is burning bridges that
5jNrOMtc3Jy-00218-00055920-00056135 you've spent years building
5jNrOMtc3Jy-00219-00056136-00056463 including this one
5jNrOMtc3Jy-00220-00056464-00056926 damn
5jNrOMtc3Jy-00221-00056927-00057063 when the freaking soup kitchen was
5jNrOMtc3Jy-00222-00057064-00057271 foreclosed in the mert park we held
5jNrOMtc3Jy-00223-00057272-00057503 phone banks and town halls trying to
5jNrOMtc3Jy-00224-00057504-00057750 keep it open for the people we
5jNrOMtc3Jy-00225-00057751-00057959 the brothers normally beg and plead for
5jNrOMtc3Jy-00226-00057960-00058094 forgiveness because i was working hard
5jNrOMtc3Jy-00227-00058095-00058311 to build a life for my family we were
5jNrOMtc3Jy-00228-00058312-00058607 your family too
5jNrOMtc3Jy-00229-00058608-00058871 with your first roommate i'd happily
5jNrOMtc3Jy-00230-00058872-00059182 endorse brother yamacroft he was running
5jNrOMtc3Jy-00231-00059183-00059463 the problem is i am stuck with brother
5jNrOMtc3Jy-00232-00059464-00059647 bel-air
5jNrOMtc3Jy-00233-00059648-00059854 damn
5jNrOMtc3Jy-00234-00059855-00059991 damn
5jNrOMtc3Jy-00235-00059991-00060263 will's gonna save it though phil
5jNrOMtc3Jy-00236-00060264-00060503 you won't let him talk to you like that
5jNrOMtc3Jy-00237-00060504-00060935 hey carlton we're leaving
5jNrOMtc3Jy-00238-00060936-00061079 he's like man you didn't even stand up
5jNrOMtc3Jy-00239-00061079-00061342 for yourself
5jNrOMtc3Jy-00240-00061344-00061519 probably doesn't like your family either
5jNrOMtc3Jy-00241-00061520-00061671 if you're a person of color so how about
5jNrOMtc3Jy-00242-00061672-00061799 you let them know what you think about
5jNrOMtc3Jy-00243-00061800-00061871 that
5jNrOMtc3Jy-00244-00061872-00062182 she liked it good for you harry i'm glad
5jNrOMtc3Jy-00245-00062183-00062326 you called them out
5jNrOMtc3Jy-00246-00062327-00062503 why should i have to apologize for
5jNrOMtc3Jy-00247-00062504-00062766 speaking my truth oh amen
5jNrOMtc3Jy-00248-00062767-00062919 you have to call them out on their
5jNrOMtc3Jy-00249-00062920-00063159 [__] my ceo asked me to run point
5jNrOMtc3Jy-00250-00063160-00063326 with the book yes hillary what do you
5jNrOMtc3Jy-00251-00063327-00063511 got to show for huh
5jNrOMtc3Jy-00252-00063512-00063663 what do you want to figure it out i
5jNrOMtc3Jy-00253-00063664-00063750 figured
5jNrOMtc3Jy-00254-00063751-00063879 believe in me
5jNrOMtc3Jy-00255-00063879-00064071 and that you want to control my life
5jNrOMtc3Jy-00256-00064072-00064215 girl if i was staring the [__] of your
5jNrOMtc3Jy-00257-00064216-00064519 life maybe you wouldn't be so damn lost
5jNrOMtc3Jy-00258-00064520-00064742 oh oh
5jNrOMtc3Jy-00259-00064744-00064966 she get it from her mama
5jNrOMtc3Jy-00260-00064967-00065406 she get it from her mama
5jNrOMtc3Jy-00261-00065407-00065582 internship you know i could talk about
5jNrOMtc3Jy-00262-00065583-00065791 that program all day
5jNrOMtc3Jy-00263-00065792-00066150 go on fire away oh awesome awesome well
5jNrOMtc3Jy-00264-00066151-00066271 uh
5jNrOMtc3Jy-00265-00066272-00066415 look i would
5jNrOMtc3Jy-00266-00066416-00066606 but i resigned from black minds first
5jNrOMtc3Jy-00267-00066607-00067055 last month and eric wanted now
5jNrOMtc3Jy-00268-00067056-00067191 you made a good impression on the day
5jNrOMtc3Jy-00269-00067192-00067638 right
5jNrOMtc3Jy-00270-00067639-00067799 damn
5jNrOMtc3Jy-00271-00067800-00068175 damn nope
5jNrOMtc3Jy-00272-00068176-00068255 um
5jNrOMtc3Jy-00273-00068256-00068423 off the stage right now you better get
5jNrOMtc3Jy-00274-00068424-00068559 your nephew before you drag your skinny
5jNrOMtc3Jy-00275-00068560-00068862 ass out of here you wanna drag my skinny
5jNrOMtc3Jy-00276-00068863-00069903 [Music]
5jNrOMtc3Jy-00277-00069904-00070047 i'm doing it wrong show me how i was
5jNrOMtc3Jy-00278-00070048-00070367 done
5jNrOMtc3Jy-00279-00070368-00070703 oh yeah yamaha
5jNrOMtc3Jy-00280-00070704-00070847 there we go
5jNrOMtc3Jy-00281-00070848-00071015 let them remember
5jNrOMtc3Jy-00282-00071016-00071319 let them remember yamaha crawl
5jNrOMtc3Jy-00283-00071320-00072391 y'all
5jNrOMtc3Jy-00284-00072392-00072606 it's cold in here
5jNrOMtc3Jy-00285-00072607-00072831 there must be some alphas in the
5jNrOMtc3Jy-00286-00072832-00073423 atmosphere
5jNrOMtc3Jy-00287-00073424-00073841 got it
5jNrOMtc3Jy-00288-00073842-00074095 [Applause]
5jNrOMtc3Jy-00289-00074096-00074450 [Laughter]
5jNrOMtc3Jy-00290-00074451-00075679 [Applause]
5jNrOMtc3Jy-00291-00075680-00075855 there we go
5jNrOMtc3Jy-00292-00075856-00076135 there we go
5jNrOMtc3Jy-00293-00076136-00077464 now look that nephew of yours oh
5jNrOMtc3Jy-00294-00077465-00077638 [Music]
5jNrOMtc3Jy-00295-00077639-00077879 and yeah after a long discussion
5jNrOMtc3Jy-00296-00077880-00078031 reverend lamont agreed to support my
5jNrOMtc3Jy-00297-00078032-00078238 campaign my support do you mean anything
5jNrOMtc3Jy-00298-00078239-00078482 someone had a good time that's right hey
5jNrOMtc3Jy-00299-00078483-00078759 jeffrey looking good as ever joan i'm
5jNrOMtc3Jy-00300-00078760-00079631 just trying to keep up with you
5jNrOMtc3Jy-00301-00079632-00079879 hey yo jeffrey got some games speaking
5jNrOMtc3Jy-00302-00079880-00080062 look i hate the reign of your parade but
5jNrOMtc3Jy-00303-00080063-00080167 uh
5jNrOMtc3Jy-00304-00080168-00080375 we have got to talk about hillary
5jNrOMtc3Jy-00305-00080376-00080479 asl
5jNrOMtc3Jy-00306-00080480-00080879 and your son now i need a drink
5jNrOMtc3Jy-00307-00080880-00081047 okay those are the ones he had on when
5jNrOMtc3Jy-00308-00081048-00081215 he was in the pool
5jNrOMtc3Jy-00309-00081216-00081375 i guess this is what's going to complete
5jNrOMtc3Jy-00310-00081376-00081543 the transformation got a big game
5jNrOMtc3Jy-00311-00081544-00081759 tonight y'all
5jNrOMtc3Jy-00312-00081760-00082444 seal them as the fresh prince of bel-air
5jNrOMtc3Jy-00313-00082445-00083375 [Applause]
5jNrOMtc3Jy-00314-00083376-00083959 this is first day his first game
5jNrOMtc3Jy-00315-00083960-00084047 oh
5jNrOMtc3Jy-00316-00084048-00084471 got caught slipping
5jNrOMtc3Jy-00317-00084472-00084582 get up
5jNrOMtc3Jy-00318-00084583-00084759 i've been living under my roof for two
5jNrOMtc3Jy-00319-00084760-00084991 years you have enough time to figure out
5jNrOMtc3Jy-00320-00084992-00085359 your life your time is up
5jNrOMtc3Jy-00321-00085360-00085623 you lead us on the struggled for my
5jNrOMtc3Jy-00322-00085624-00085871 passion but because my passion was real
5jNrOMtc3Jy-00323-00085872-00086071 i was willing to sacrifice for it so
5jNrOMtc3Jy-00324-00086072-00086175 let's see
5jNrOMtc3Jy-00325-00086176-00086487 if your passion is actually real
5jNrOMtc3Jy-00326-00086488-00086638 you go on out there and make your own
5jNrOMtc3Jy-00327-00086639-00086782 mark
5jNrOMtc3Jy-00328-00086783-00087071 okay
5jNrOMtc3Jy-00329-00087072-00087359 um
5jNrOMtc3Jy-00330-00087360-00087487 do something
5jNrOMtc3Jy-00331-00087488-00087743 if your passion for art was so real
5jNrOMtc3Jy-00332-00087744-00088079 why'd you walk away from it
5jNrOMtc3Jy-00333-00088080-00088294 the wheel's in
5jNrOMtc3Jy-00334-00088295-00089175 oh here we go here we go
5jNrOMtc3Jy-00335-00089176-00089479 he did that [__] with ease
5jNrOMtc3Jy-00336-00089480-00089755 that was like the easiest shot ever
5jNrOMtc3Jy-00337-00089756-00091094 [Applause]
5jNrOMtc3Jy-00338-00091095-00092023 carlton's just getting his ass beat
5jNrOMtc3Jy-00339-00092024-00092103 yeah
5jNrOMtc3Jy-00340-00092104-00093823 yeah
5jNrOMtc3Jy-00341-00093824-00094071 okay another five minutes
5jNrOMtc3Jy-00342-00094072-00094262 oh man five minutes about to turn into
5jNrOMtc3Jy-00343-00094263-00094908 the whole game
5jNrOMtc3Jy-00344-00094909-00095282 [Applause]
5jNrOMtc3Jy-00345-00095283-00095694 down ooh
5jNrOMtc3Jy-00346-00095695-00096191 yo
5jNrOMtc3Jy-00347-00096192-00097111 oh damn we tried to kill him
5jNrOMtc3Jy-00348-00097112-00097182 hey
5jNrOMtc3Jy-00349-00097183-00097350 grab your gear and get off the field
5jNrOMtc3Jy-00350-00097351-00097918 right now get out of here damn
5jNrOMtc3Jy-00351-00097919-00098447 damn spasm out his life is
5jNrOMtc3Jy-00352-00098448-00098950 turned upside down oh [__]
5jNrOMtc3Jy-00353-00098951-00099143 he ain't about to od on no drugs is he
5jNrOMtc3Jy-00354-00099144-00099311 [__]
5jNrOMtc3Jy-00355-00099312-00099615 okay
5jNrOMtc3Jy-00356-00099616-00099831 what is he looking for
5jNrOMtc3Jy-00357-00099832-00100503 ah
5jNrOMtc3Jy-00358-00100504-00100726 this is it oh man what is about to
5jNrOMtc3Jy-00359-00100727-00100831 happen
5jNrOMtc3Jy-00360-00100832-00100950 how you feel
5jNrOMtc3Jy-00361-00100951-00101182 good good yes
5jNrOMtc3Jy-00362-00101183-00101662 all right here we go one
5jNrOMtc3Jy-00363-00101663-00102678 ah carlton about to ruin the game
5jNrOMtc3Jy-00364-00102679-00103158 oh [__]
5jNrOMtc3Jy-00365-00103159-00103213 oh
5jNrOMtc3Jy-00366-00103214-00103494 [Music]
5jNrOMtc3Jy-00367-00103495-00103682 buckets
5jNrOMtc3Jy-00368-00103683-00103866 good game time
5jNrOMtc3Jy-00369-00103867-00104063 [Applause]
5jNrOMtc3Jy-00370-00104064-00104734 oh man
5jNrOMtc3Jy-00371-00104735-00105431 damn
5jNrOMtc3Jy-00372-00105432-00105823 that's my nephew right there
5jNrOMtc3Jy-00373-00105824-00106110 carlton is literally watching his life
5jNrOMtc3Jy-00374-00106111-00106375 turn upside down
5jNrOMtc3Jy-00375-00106376-00106743 his parents stayed at his entire game
5jNrOMtc3Jy-00376-00106744-00106951 he watched
5jNrOMtc3Jy-00377-00106952-00107215 will become the man
5jNrOMtc3Jy-00378-00107216-00107615 oh [__] what's about to happen
5jNrOMtc3Jy-00379-00107616-00108271 what is about to go
5jNrOMtc3Jy-00380-00108272-00109175 oh [__]
5jNrOMtc3Jy-00381-00109176-00109283 god
5jNrOMtc3Jy-00382-00109283-00109607 damn oh god
5jNrOMtc3Jy-00383-00109608-00109927 what's about to happen next episode
5jNrOMtc3Jy-00384-00109928-00110319 oh my god
5jNrOMtc3Jy-00385-00110320-00111054 oh man
5jNrOMtc3Jy-00386-00111055-00111502 all right there we go
5jNrOMtc3Jy-00387-00111503-00111799 another one another good episode episode
5jNrOMtc3Jy-00388-00111800-00112031 three i can't watch no more i gotta wait
5jNrOMtc3Jy-00389-00112032-00112271 for a number four in which i i don't
5jNrOMtc3Jy-00390-00112272-00112439 even know what day to come out or what
5jNrOMtc3Jy-00391-00112440-00112599 night but i know i'm gonna watch it like
5jNrOMtc3Jy-00392-00112600-00112743 immediately
5jNrOMtc3Jy-00393-00112744-00113134 man it was good it was good um
5jNrOMtc3Jy-00394-00113135-00113343 it's just so much stuff happening okay
5jNrOMtc3Jy-00395-00113344-00113534 now we're about to see hillary
5jNrOMtc3Jy-00396-00113535-00113766 you know try to come into her own you
5jNrOMtc3Jy-00397-00113767-00113919 know she uh
5jNrOMtc3Jy-00398-00113920-00114158 she accepted the challenge to to
5jNrOMtc3Jy-00399-00114159-00114343 you know support herself while living
5jNrOMtc3Jy-00400-00114344-00114599 through her own dream so that should be
5jNrOMtc3Jy-00401-00114600-00114702 interesting
5jNrOMtc3Jy-00402-00114703-00114943 uh man with this situation with will and
5jNrOMtc3Jy-00403-00114944-00115158 carlton carlton
5jNrOMtc3Jy-00404-00115159-00115351 life is just turning upside down for
5jNrOMtc3Jy-00405-00115352-00115623 real everything that he knew and love
5jNrOMtc3Jy-00406-00115624-00115902 is crashing down on them he messed up at
5jNrOMtc3Jy-00407-00115903-00116047 the uh
5jNrOMtc3Jy-00408-00116048-00116166 at the uh
5jNrOMtc3Jy-00409-00116167-00116415 at the frat party or the frat fundraiser
5jNrOMtc3Jy-00410-00116416-00116615 or whatnot you know he
5jNrOMtc3Jy-00411-00116616-00116783 didn't impress the right person and
5jNrOMtc3Jy-00412-00116783-00116999 that's why you should never
5jNrOMtc3Jy-00413-00117000-00117175 you know treat anybody like they're
5jNrOMtc3Jy-00414-00117176-00117375 beneath you because you never know who
5jNrOMtc3Jy-00415-00117376-00117623 they are or what they're capable of in
5jNrOMtc3Jy-00416-00117624-00117878 this case it was capable of giving him
5jNrOMtc3Jy-00417-00117879-00118190 the stamp of his approval for his
5jNrOMtc3Jy-00418-00118191-00118366 you know his journey to college and he
5jNrOMtc3Jy-00419-00118367-00118623 [__] that up because folding chairs
5jNrOMtc3Jy-00420-00118624-00119015 and tables was beneath him so
5jNrOMtc3Jy-00421-00119016-00119254 that's a hell of a lesson right there um
5jNrOMtc3Jy-00422-00119255-00119527 but it didn't humble him it was like yo
5jNrOMtc3Jy-00423-00119528-00119823 he messed up man
5jNrOMtc3Jy-00424-00119824-00119966 oh man
5jNrOMtc3Jy-00425-00119967-00120119 so that's a whole nother thing right
5jNrOMtc3Jy-00426-00120120-00120207 there
5jNrOMtc3Jy-00427-00120208-00120414 and then will was finally coming to his
5jNrOMtc3Jy-00428-00120415-00120686 own but what's gonna happen when his
5jNrOMtc3Jy-00429-00120688-00120958 past catch up on you know his past is
5jNrOMtc3Jy-00430-00120959-00121214 only like a week or two
5jNrOMtc3Jy-00431-00121215-00121471 but yeah that's that's gonna be crazy so
5jNrOMtc3Jy-00432-00121472-00121614 i'm excited to see what's gonna happen
5jNrOMtc3Jy-00433-00121615-00121966 next to the fresh prince of bel air
5jNrOMtc3Jy-00434-00121967-00122183 if you enjoyed this reaction review
5jNrOMtc3Jy-00435-00122183-00122375 please let me know hit that like button
5jNrOMtc3Jy-00436-00122376-00122639 consider subscribing for more content if
5jNrOMtc3Jy-00437-00122640-00122895 you want again see the whole episode
5jNrOMtc3Jy-00438-00122896-00123134 um unedited think about becoming a
5jNrOMtc3Jy-00439-00123135-00123223 member
5jNrOMtc3Jy-00440-00123224-00123383 with that being said thanks again i
5jNrOMtc3Jy-00441-00123383-00123558 appreciate and love you guys and i will
5jNrOMtc3Jy-00442-00123559-00123799 highlight you guys on the next episode
5jNrOMtc3Jy-00443-00123800-00124096 peace
5kn5-JEUP-E-00000-00000000-00000235 foreign
5kn5-JEUP-E-00001-00000236-00000866 [Music]
5kn5-JEUP-E-00002-00000867-00002097 [Music]
5kn5-JEUP-E-00003-00002098-00003496 [Music]
5kn5-JEUP-E-00004-00003497-00004383 [Music]
5kn5-JEUP-E-00005-00004384-00005071 [Music]
5kn5-JEUP-E-00006-00005072-00005951 [Music]
5kn5-JEUP-E-00007-00005952-00006637 [Music]
5kn5-JEUP-E-00008-00006638-00006998 thank you
5kn5-JEUP-E-00009-00007000-00007601 [Music]
5kn5-JEUP-E-00010-00007602-00007703 foreign
5kn5-JEUP-E-00011-00007704-00009276 [Music]
5kn5-JEUP-E-00012-00009277-00010158 [Music]
5kn5-JEUP-E-00013-00010159-00012133 [Music]
5kn5-JEUP-E-00014-00012134-00012490 thank you
5kn5-JEUP-E-00015-00012491-00013571 [Music]
5kn5-JEUP-E-00016-00013572-00013888 foreign
5kn5-JEUP-E-00017-00013888-00014206 [Music]
5knk8HsQKwQ-00000-00000000-00000202 I woke up with my head resting on top of
5knk8HsQKwQ-00001-00000204-00000521 a hard wooden desk my body feels
5knk8HsQKwQ-00002-00000522-00000701 heavy
5knk8HsQKwQ-00003-00000702-00000899 it's pretty normal for me to Zonk off in
5knk8HsQKwQ-00004-00000900-00001037 the middle of some boring class or
5knk8HsQKwQ-00005-00001038-00001162 whatever but
5knk8HsQKwQ-00006-00001163-00001374 what was I doing asleep here just now
5knk8HsQKwQ-00007-00001375-00001607 this isn't a classroom I've ever been in
5knk8HsQKwQ-00008-00001607-00001745 before
5knk8HsQKwQ-00009-00001746-00002339 what the heck is going on
5knk8HsQKwQ-00010-00002340-00002579 oh damn I actually really like this
5knk8HsQKwQ-00011-00002580-00002734 animation Style
5knk8HsQKwQ-00012-00002735-00002963 welcome to hopes Peak Academy firstly
5knk8HsQKwQ-00013-00002964-00003208 we'd like to explain the basic controls
5knk8HsQKwQ-00014-00003209-00003370 or you can press and hold the right
5knk8HsQKwQ-00015-00003371-00003665 Mouse button and press the right Mouse
5knk8HsQKwQ-00016-00003665-00004067 button nand move the mouse around
5knk8HsQKwQ-00017-00004068-00004235 why don't you try looking around the
5knk8HsQKwQ-00018-00004236-00004615 classroom okay father
5knk8HsQKwQ-00019-00004616-00004913 share what is this
5knk8HsQKwQ-00020-00004914-00005225 that's the desk I fell asleep on I can
5knk8HsQKwQ-00021-00005226-00005399 still see a line of drool I must have
5knk8HsQKwQ-00022-00005400-00005525 left there
5knk8HsQKwQ-00023-00005526-00005711 I'll have to clean that up later okay
5knk8HsQKwQ-00024-00005712-00005981 what's that on the desk hey there new
5knk8HsQKwQ-00025-00005982-00006227 kid the next semester is about to start
5knk8HsQKwQ-00026-00006228-00006478 starting today this school will be your
5knk8HsQKwQ-00027-00006479-00006701 entire world
5knk8HsQKwQ-00028-00006702-00006887 an orientation guide
5knk8HsQKwQ-00029-00006888-00007073 and some kind of cheap looking pamphlet
5knk8HsQKwQ-00030-00007073-00007301 there's something handwritten on it I
5knk8HsQKwQ-00031-00007302-00007492 already did all this so I'm not gonna do
5knk8HsQKwQ-00032-00007493-00007739 it again what the hell is this someone's
5knk8HsQKwQ-00033-00007740-00008059 idea of a joke
5knk8HsQKwQ-00034-00008059-00008381 it's a door I'd better look around the
5knk8HsQKwQ-00035-00008382-00008507 classroom a little more before I head
5knk8HsQKwQ-00036-00008508-00008723 out okay
5knk8HsQKwQ-00037-00008724-00009119 um
5knk8HsQKwQ-00038-00009120-00009323 is that a surveillance camera it's a
5knk8HsQKwQ-00039-00009324-00009467 dangerous world we live in I guess they
5knk8HsQKwQ-00040-00009468-00009628 have these to keep the weirdos from just
5knk8HsQKwQ-00041-00009629-00009803 wandering in
5knk8HsQKwQ-00042-00009804-00010055 yeah yeah like me
5knk8HsQKwQ-00043-00010056-00010319 clock
5knk8HsQKwQ-00044-00010320-00010469 geez I can't believe it's already eight
5knk8HsQKwQ-00045-00010470-00010589 o'clock
5knk8HsQKwQ-00046-00010590-00010823 I was just after seven when I first got
5knk8HsQKwQ-00047-00010824-00011009 here has it really been almost an hour
5knk8HsQKwQ-00048-00011010-00011303 since then uh you fell asleep you dumb
5knk8HsQKwQ-00049-00011304-00011531 [__]
5knk8HsQKwQ-00050-00011532-00011819 what the heck in any normal classroom
5knk8HsQKwQ-00051-00011820-00012028 that's where a window should be but it
5knk8HsQKwQ-00052-00012029-00012173 looks like some kind of metal plate has
5knk8HsQKwQ-00053-00012174-00012419 been bolted over it
5knk8HsQKwQ-00054-00012420-00012755 I mean if I were to knock on it yes yes
5knk8HsQKwQ-00055-00012756-00013013 let's knock on the metal plate yep
5knk8HsQKwQ-00056-00013013-00013188 definitely metal
5knk8HsQKwQ-00057-00013190-00013619 pick two very solid wait that's not what
5knk8HsQKwQ-00058-00013619-00013805 matters here more importantly why are
5knk8HsQKwQ-00059-00013806-00013985 there metal plates over the windows okay
5knk8HsQKwQ-00060-00013986-00014213 let's see so what might have happened is
5knk8HsQKwQ-00061-00014213-00014411 I got myself so wound up I passed out in
5knk8HsQKwQ-00062-00014412-00014549 the main hall then someone carried me
5knk8HsQKwQ-00063-00014550-00014819 here if that's true it must mean this is
5knk8HsQKwQ-00064-00014819-00015113 a classroom inside Hope's Peak but then
5knk8HsQKwQ-00065-00015113-00015275 if that's true
5knk8HsQKwQ-00066-00015276-00015557 that just raises more questions this is
5knk8HsQKwQ-00067-00015558-00015815 all really strange I mean those metal
5knk8HsQKwQ-00068-00015816-00016043 plates covering the windows it's like a
5knk8HsQKwQ-00069-00016044-00016216 prison or something none of this makes
5knk8HsQKwQ-00070-00016218-00016469 any sense I should probably head back to
5knk8HsQKwQ-00071-00016470-00016655 the main hall it's already past the
5knk8HsQKwQ-00072-00016656-00016775 meeting time there might be other
5knk8HsQKwQ-00073-00016776-00016919 students there now
5knk8HsQKwQ-00074-00016920-00017075 you can leave the classroom by pressing
5knk8HsQKwQ-00075-00017076-00017207 the r key there was something I could
5knk8HsQKwQ-00076-00017208-00017489 click over here
5knk8HsQKwQ-00077-00017490-00017747 okay fine
5knk8HsQKwQ-00078-00017748-00018119 leave the area sure why not
5knk8HsQKwQ-00079-00018120-00018479 1A jeez it's always kind of weird too
5knk8HsQKwQ-00080-00018480-00018700 this is getting Stranger by the second
5knk8HsQKwQ-00081-00018701-00018905 I honestly have no idea what's going on
5knk8HsQKwQ-00082-00018906-00019114 well for now I'll just head to the main
5knk8HsQKwQ-00083-00019115-00019289 hall okay
5knk8HsQKwQ-00084-00019290-00019486 use the wise key to move through the
5knk8HsQKwQ-00085-00019487-00019703 hallway hold down the shift key while
5knk8HsQKwQ-00086-00019704-00019925 moving to run
5knk8HsQKwQ-00087-00019926-00020093 also you can press the Tab Key to bring
5knk8HsQKwQ-00088-00020094-00020344 up a map uh I shouldn't need it if I
5knk8HsQKwQ-00089-00020345-00020572 just remember like
5knk8HsQKwQ-00090-00020573-00020794 tab can you get a close enough how
5knk8HsQKwQ-00091-00020795-00021256 convenient yeah totally yeah
5knk8HsQKwQ-00092-00021257-00021727 [Music]
5knk8HsQKwQ-00093-00021728-00021947 the school store I guess is not open
5knk8HsQKwQ-00094-00021948-00022105 yeah
5knk8HsQKwQ-00095-00022106-00022343 being the tape
5knk8HsQKwQ-00096-00022344-00022558 I just want to look for Secrets my gamer
5knk8HsQKwQ-00097-00022559-00022853 instincts
5knk8HsQKwQ-00098-00022854-00023063 [__]
5knk8HsQKwQ-00099-00023064-00023249 by the time I got back to the main hall
5knk8HsQKwQ-00100-00023250-00023525 everyone else was already there
5knk8HsQKwQ-00101-00023526-00023797 whoa hey another new kid
5knk8HsQKwQ-00102-00023798-00024077 what the [__] who invited the street
5knk8HsQKwQ-00103-00024078-00024371 fighter dude all right you guys are all
5knk8HsQKwQ-00104-00024372-00024713 yeah we're all new here today is
5knk8HsQKwQ-00105-00024714-00024958 supposed to be our first day of class so
5knk8HsQKwQ-00106-00024959-00025342 counting him that makes 15.
5knk8HsQKwQ-00107-00025343-00025678 seems like a good cutoff point but I
5knk8HsQKwQ-00108-00025679-00026111 wonder if this is everyone I don't know
5knk8HsQKwQ-00109-00026112-00026285 standing before me were the ultimate
5knk8HsQKwQ-00110-00026286-00026458 students that had been hand picked by
5knk8HsQKwQ-00111-00026460-00026633 the school I looked around at everyone
5knk8HsQKwQ-00112-00026633-00026807 who'd gathered there taking in their
5knk8HsQKwQ-00113-00026808-00027040 faces one at a time maybe I was just
5knk8HsQKwQ-00114-00027041-00027262 imagining it but I swear I could feel a
5knk8HsQKwQ-00115-00027263-00027899 kind of Aura coming from each of them
5knk8HsQKwQ-00116-00027900-00028079 introduction time
5knk8HsQKwQ-00117-00028080-00028355 um how's it going my name is Makoto I'm
5knk8HsQKwQ-00118-00028356-00028727 not gonna pronounce the last name Maggie
5knk8HsQKwQ-00119-00028727-00028883 sorry I'm late a bunch of stuff happened
5knk8HsQKwQ-00120-00028883-00029008 and then all of a sudden I was just
5knk8HsQKwQ-00121-00029010-00029458 asleep huh whoa you too things just keep
5knk8HsQKwQ-00122-00029460-00029562 getting
5knk8HsQKwQ-00123-00029563-00029849 curiouser and curious just say weird
5knk8HsQKwQ-00124-00029850-00029977 [__]
5knk8HsQKwQ-00125-00029977-00030262 so strange I declare beyond a shadow of
5knk8HsQKwQ-00126-00030263-00030443 a doubt that this is a strange situation
5knk8HsQKwQ-00127-00030444-00031024 and really dude
5knk8HsQKwQ-00128-00031025-00031217 um what are you talking about I honestly
5knk8HsQKwQ-00129-00031218-00031355 have no idea what's going on right now
5knk8HsQKwQ-00130-00031356-00031577 got it just a moment there's something
5knk8HsQKwQ-00131-00031577-00031864 else we must address listen to me Makoto
5knk8HsQKwQ-00132-00031866-00032068 your tardiness is unacceptable surely
5knk8HsQKwQ-00133-00032069-00032207 you were aware the meeting was to start
5knk8HsQKwQ-00134-00032208-00032464 at 8am Sharp to be late on your first
5knk8HsQKwQ-00135-00032466-00032717 day is unspeakable I must report you and
5knk8HsQKwQ-00136-00032718-00032968 you must accept your due punishment I
5knk8HsQKwQ-00137-00032969-00033281 hate you already I want to rip off your
5knk8HsQKwQ-00138-00033282-00033473 eyebrows what
5knk8HsQKwQ-00139-00033474-00033677 what's your problem it's not like he
5knk8HsQKwQ-00140-00033678-00033839 wanted to be late he didn't have any
5knk8HsQKwQ-00141-00033840-00034115 control over it that's right
5knk8HsQKwQ-00142-00034116-00034349 everyone just calm down listen why don't
5knk8HsQKwQ-00143-00034350-00034487 we all just go around and introduce
5knk8HsQKwQ-00144-00034488-00034715 ourselves
5knk8HsQKwQ-00145-00034716-00034985 what is your hair my guy the hell now's
5knk8HsQKwQ-00146-00034986-00035327 no time to for freaking introductions
5knk8HsQKwQ-00147-00035328-00035537 maybe but it may be good to at least
5knk8HsQKwQ-00148-00035538-00035711 find out who we all are before digging
5knk8HsQKwQ-00149-00035712-00035885 into the bigger problems here
5knk8HsQKwQ-00150-00035886-00036124 I mean how are we supposed to how are we
5knk8HsQKwQ-00151-00036125-00036281 even supposed to talk to each other if
5knk8HsQKwQ-00152-00036282-00036762 we don't each other if we don't did
5knk8HsQKwQ-00153-00036763-00037055 if we do not know each other's names
5knk8HsQKwQ-00154-00037056-00037277 yeah that's a good point
5knk8HsQKwQ-00155-00037278-00037331 um
5knk8HsQKwQ-00156-00037332-00037517 okay so let's get introductions out of
5knk8HsQKwQ-00157-00037518-00037768 the way then we then we can move on to
5knk8HsQKwQ-00158-00037769-00037996 whatever else sounds good
5knk8HsQKwQ-00159-00037997-00038207 I'm still totally lost but I think it's
5knk8HsQKwQ-00160-00038208-00038387 best to just focus on getting to know
5knk8HsQKwQ-00161-00038388-00038543 each other for now
5knk8HsQKwQ-00162-00038544-00038746 so I guess this is a good chance I'm
5knk8HsQKwQ-00163-00038747-00038968 gonna get I already looked up everyone
5knk8HsQKwQ-00164-00038969-00039173 on the hopes Peaks Academy thread online
5knk8HsQKwQ-00165-00039174-00039395 but I still don't really know what kind
5knk8HsQKwQ-00166-00039396-00039580 of people they actually are
5knk8HsQKwQ-00167-00039581-00039737 time to find out
5knk8HsQKwQ-00168-00039738-00039952 I don't expect you to memorize any of
5knk8HsQKwQ-00169-00039953-00040151 them I'll start by talking to those five
5knk8HsQKwQ-00170-00040152-00040355 over there aim at a student and press
5knk8HsQKwQ-00171-00040356-00040493 the left Mouse button to talk to them
5knk8HsQKwQ-00172-00040494-00040637 each conversation is important to the
5knk8HsQKwQ-00173-00040638-00040829 overall story so keep track of how they
5knk8HsQKwQ-00174-00040830-00040918 go
5knk8HsQKwQ-00175-00040919-00041368 no voices I'm going to do voices I just
5knk8HsQKwQ-00176-00041369-00041590 can't [__] think right now because
5knk8HsQKwQ-00177-00041591-00041867 I've got this music just blasting in my
5knk8HsQKwQ-00178-00041868-00042077 [__] eardrums yeah I can probably do
5knk8HsQKwQ-00179-00042078-00042257 the majority of the girls let's just
5knk8HsQKwQ-00180-00042258-00042461 like kind of know some how to use their
5knk8HsQKwQ-00181-00042462-00042671 voices I could also try and do girl
5knk8HsQKwQ-00182-00042672-00042851 voices but you are going to be here
5knk8HsQKwQ-00183-00042852-00043085 every time I do videos on this so I am
5knk8HsQKwQ-00184-00043086-00043324 going to rely on you for that at least
5knk8HsQKwQ-00185-00043325-00043699 for most of them
5knk8HsQKwQ-00186-00043700-00044027 I believe in bold Simplicity let's work
5knk8HsQKwQ-00187-00044028-00044290 together on our educational Crusade okay
5knk8HsQKwQ-00188-00044291-00044627 you [__] loser
5knk8HsQKwQ-00189-00044628-00044987 okay ultimate moral compass
5knk8HsQKwQ-00190-00044988-00045190 ultimate moral compass it sounds like
5knk8HsQKwQ-00191-00045191-00045383 you're going to be Ultimate Buzz Kill so
5knk8HsQKwQ-00192-00045384-00045568 that's kyota according to what I saw
5knk8HsQKwQ-00193-00045569-00045749 about him on that thread he went to a
5knk8HsQKwQ-00194-00045750-00045946 famous private school and won Top honors
5knk8HsQKwQ-00195-00045947-00046168 every year he's basically a Flawless
5knk8HsQKwQ-00196-00046169-00046415 honor student so essentially I'm not
5knk8HsQKwQ-00197-00046416-00046624 gonna like him he's also known for the
5knk8HsQKwQ-00198-00046625-00046757 work he's done with his community's
5knk8HsQKwQ-00199-00046758-00046955 public morals committee they say he
5knk8HsQKwQ-00200-00046956-00047129 respects rules Above All Else earning
5knk8HsQKwQ-00201-00047130-00047339 him the title of ultimate moral compass
5knk8HsQKwQ-00202-00047340-00047543 anyway you can call me taka you said
5knk8HsQKwQ-00203-00047544-00047843 your name was Makoto naegi right did I
5knk8HsQKwQ-00204-00047844-00048085 get that basically yeah okay
5knk8HsQKwQ-00205-00048086-00048377 that's a good name a strong name you
5knk8HsQKwQ-00206-00048378-00048496 should thank your parents for giving you
5knk8HsQKwQ-00207-00048497-00048685 such an excellent Name
5knk8HsQKwQ-00208-00048686-00049055 no you hear me and to keep that name
5knk8HsQKwQ-00209-00049056-00049229 from losing its value you must devote
5knk8HsQKwQ-00210-00049230-00049462 yourself every single day
5knk8HsQKwQ-00211-00049463-00049667 God life is worth putting every ounce of
5knk8HsQKwQ-00212-00049668-00049908 effort into it right right
5knk8HsQKwQ-00213-00049909-00050195 this guy is kind of annoying kind of
5knk8HsQKwQ-00214-00050196-00050411 let's go with the uh
5knk8HsQKwQ-00215-00050412-00050867 avocado shaped
5knk8HsQKwQ-00216-00050868-00051136 you wanna call me by my nickname the
5knk8HsQKwQ-00217-00051137-00051526 Alpha and the Omega I don't mind
5knk8HsQKwQ-00218-00051527-00051869 you have two voices I am hifumi Yamada
5knk8HsQKwQ-00219-00051870-00052288 okay I'll try that voice
5knk8HsQKwQ-00220-00052289-00052637 ultimate fanfic creator that mm-hmm
5knk8HsQKwQ-00221-00052638-00052841 by the way how much do you know about
5knk8HsQKwQ-00222-00052841-00053080 the world of 2D art
5knk8HsQKwQ-00223-00053082-00053280 World
5knk8HsQKwQ-00224-00053282-00053591 well in that world I am well known and
5knk8HsQKwQ-00225-00053591-00053788 supremely well regarded as the ultimate
5knk8HsQKwQ-00226-00053789-00054029 fanfic Creator I mean you definitely
5knk8HsQKwQ-00227-00054029-00054173 look like someone who would spend a lot
5knk8HsQKwQ-00228-00054174-00055123 of time writing fan picks
5knk8HsQKwQ-00229-00055124-00055349 some of them didn't get it of course
5knk8HsQKwQ-00230-00055350-00055613 saying I tainted the event cows how
5knk8HsQKwQ-00231-00055614-00055823 stupid can you be
5knk8HsQKwQ-00232-00055824-00056087 that's too bad about them but selling 10
5knk8HsQKwQ-00233-00056088-00056230 000 copies like that is definitely
5knk8HsQKwQ-00234-00056232-00056411 pretty remarkable the words of such
5knk8HsQKwQ-00235-00056412-00056687 idiots mean nothing to me I am like Van
5knk8HsQKwQ-00236-00056688-00057016 Gogh utterly unappreciated in my time
5knk8HsQKwQ-00237-00057017-00057304 I did you also cut off your ear I am a
5knk8HsQKwQ-00238-00057305-00057515 soldier serving night and day to destroy
5knk8HsQKwQ-00239-00057516-00057730 all mindless preconceptions about fan
5knk8HsQKwQ-00240-00057732-00057971 fiction I'm sure if you were to observe
5knk8HsQKwQ-00241-00057972-00058229 my work Mr Navy you would be comp you
5knk8HsQKwQ-00242-00058229-00058349 would comprehend its greatness
5knk8HsQKwQ-00243-00058350-00058500 immediately
5knk8HsQKwQ-00244-00058501-00058769 for my work is filled with deepest
5knk8HsQKwQ-00245-00058770-00058865 meaning
5knk8HsQKwQ-00246-00058866-00059273 and what kind of meeting yes indeed it's
5knk8HsQKwQ-00247-00059274-00059591 about embracing our basis
5knk8HsQKwQ-00248-00059591-00059866 what it's about embracing our basis
5knk8HsQKwQ-00249-00059867-00059969 urges
5knk8HsQKwQ-00250-00059970-00060179 I don't think I want to comprehend it
5knk8HsQKwQ-00251-00060179-00061426 all right meaning Mighty you
5knk8HsQKwQ-00252-00061427-00061649 just do your girl's voice for her like a
5knk8HsQKwQ-00253-00061650-00061804 fifth birthday of her
5knk8HsQKwQ-00254-00061805-00061991 that was not even the regular girl voice
5knk8HsQKwQ-00255-00061991-00062353 that was me doing an impression
5knk8HsQKwQ-00256-00062354-00062665 I'll try it all right what's yours
5knk8HsQKwQ-00257-00062666-00063100 ultimate pop since oh of course okay
5knk8HsQKwQ-00258-00063101-00063347 so am I doing this one
5knk8HsQKwQ-00259-00063348-00063600 okay The Way She Moves is positively
5knk8HsQKwQ-00260-00063601-00063887 mesmerizing and that Pleasant sense I
5knk8HsQKwQ-00261-00063888-00064288 can't oh my [__] god dude yeah let me
5knk8HsQKwQ-00262-00064289-00064642 can I smell your hair sayaka my zono
5knk8HsQKwQ-00263-00064644-00064787 when I saw her name in that thread
5knk8HsQKwQ-00264-00064788-00065063 online I frankly I was pretty surprised
5knk8HsQKwQ-00265-00065064-00065261 she's in a pop group famous all across
5knk8HsQKwQ-00266-00065262-00065447 the country in fact she's their lead
5knk8HsQKwQ-00267-00065448-00065681 singer as the ultimate pop sensation
5knk8HsQKwQ-00268-00065682-00065926 she's in high demand to appear on TV and
5knk8HsQKwQ-00269-00065927-00066131 in magazines everywhere but actually
5knk8HsQKwQ-00270-00066132-00066311 that's not the only reason I was so
5knk8HsQKwQ-00271-00066312-00066473 surprised to find out she'd be going to
5knk8HsQKwQ-00272-00066474-00066694 the school I'm sure she doesn't remember
5knk8HsQKwQ-00273-00066695-00066875 but
5knk8HsQKwQ-00274-00066876-00067109 well never mind no matter how you slice
5knk8HsQKwQ-00275-00067110-00067294 it she's really beautiful almost like a
5knk8HsQKwQ-00276-00067295-00067634 dollars
5knk8HsQKwQ-00277-00067635-00067997 [Music]
5knk8HsQKwQ-00278-00067998-00068165 just read my [__] mind you don't get
5knk8HsQKwQ-00279-00068166-00068399 to do that I'm not a doll you know I'm
5knk8HsQKwQ-00280-00068400-00068519 alive
5knk8HsQKwQ-00281-00068520-00068794 did you hear me
5knk8HsQKwQ-00282-00068795-00069053 I'm psychic
5knk8HsQKwQ-00283-00069054-00069226 huh
5knk8HsQKwQ-00284-00069227-00069473 I'm kidding I just have really good into
5knk8HsQKwQ-00285-00069474-00069917 this [__] she's a sharp one hey um hey
5knk8HsQKwQ-00286-00069918-00070038 um
5knk8HsQKwQ-00287-00070039-00070367 I'm gonna be mocking these voices so
5knk8HsQKwQ-00288-00070368-00070619 hard throughout this entire series as
5knk8HsQKwQ-00289-00070620-00070723 you should
5knk8HsQKwQ-00290-00070724-00071063 huh hey by any chance
5knk8HsQKwQ-00291-00071064-00071311 now what
5knk8HsQKwQ-00292-00071312-00071621 yeah it must be I'm sure of it hey
5knk8HsQKwQ-00293-00071622-00071999 Makoto didn't just hold on just hold on
5knk8HsQKwQ-00294-00072000-00072131 all right
5knk8HsQKwQ-00295-00072132-00072281 [__] you guys how long do you plan to
5knk8HsQKwQ-00296-00072282-00072419 waste our valuable time with this
5knk8HsQKwQ-00297-00072420-00072623 ridiculous back and forth
5knk8HsQKwQ-00298-00072624-00072801 um
5knk8HsQKwQ-00299-00072802-00072935 [Music]
5knk8HsQKwQ-00300-00072936-00073223 sorry I just got carried away I guess
5knk8HsQKwQ-00301-00073224-00073475 you hear me self introductions are for
5knk8HsQKwQ-00302-00073476-00073631 introducing yourself not bumbling
5knk8HsQKwQ-00303-00073632-00073871 through a bunch of idle Chit Chats I'm
5knk8HsQKwQ-00304-00073872-00074081 gonna kick this dude in the face
5knk8HsQKwQ-00305-00074082-00074447 you're right sorry sorry Makoto
5knk8HsQKwQ-00306-00074448-00074626 talk about this later
5knk8HsQKwQ-00307-00074627-00074825 sounded like sayaka really had something
5knk8HsQKwQ-00308-00074826-00075041 she wanted to say but it's not like
5knk8HsQKwQ-00309-00075042-00075215 we'll ever we'll never see each other
5knk8HsQKwQ-00310-00075216-00075491 again like she said we can talk later
5knk8HsQKwQ-00311-00075492-00075929 all right uh here I'm not good you'll
5knk8HsQKwQ-00312-00075930-00076206 remember my name anyway but
5knk8HsQKwQ-00313-00076207-00076475 not that you'll remember my name anyway
5knk8HsQKwQ-00314-00076476-00076787 but I'm forcing her [__] you yeah I was
5knk8HsQKwQ-00315-00076788-00077026 trying to I'm mocking the voices like I
5knk8HsQKwQ-00316-00077027-00077350 said I'm doing it for everyone I'm Joko
5knk8HsQKwQ-00317-00077351-00077543 fukawa
5knk8HsQKwQ-00318-00077544-00077856 ultimate shy
5knk8HsQKwQ-00319-00077857-00078317 ultimate writing prodigy okay
5knk8HsQKwQ-00320-00078318-00078497 yeah she wrote a novel when she was 10
5knk8HsQKwQ-00321-00078498-00078653 that got everyone talking and launched
5knk8HsQKwQ-00322-00078654-00078803 her literary career
5knk8HsQKwQ-00323-00078804-00078994 then two years ago she released so
5knk8HsQKwQ-00324-00078995-00079247 lingers the ocean a love story said to
5knk8HsQKwQ-00325-00079248-00079511 be her Masterpiece the book was such a
5knk8HsQKwQ-00326-00079512-00079709 hit with women that fishermen quickly
5knk8HsQKwQ-00327-00079710-00079906 shot to the top of every hottest men
5knk8HsQKwQ-00328-00079907-00080231 poll
5knk8HsQKwQ-00329-00080232-00080381 not how it works is that how you'll
5knk8HsQKwQ-00330-00080382-00080561 [__] pick it
5knk8HsQKwQ-00331-00080562-00080735 despite her age she's won countless
5knk8HsQKwQ-00332-00080736-00080956 literary prizes and all her books are
5knk8HsQKwQ-00333-00080957-00081179 instant bestsellers which is why she's
5knk8HsQKwQ-00334-00081180-00081347 come to be known as the ultimate writing
5knk8HsQKwQ-00335-00081348-00081581 Prodigy what else would you call such a
5knk8HsQKwQ-00336-00081582-00081797 young and talented author but I figured
5knk8HsQKwQ-00337-00081798-00082025 she'd be a lovey-dovey type with what
5knk8HsQKwQ-00338-00082026-00082235 with her Masterpiece being a romance at
5knk8HsQKwQ-00339-00082236-00082494 all
5knk8HsQKwQ-00340-00082495-00082699 foreign
5knk8HsQKwQ-00341-00082700-00083038 what's your problem what the [__] is
5knk8HsQKwQ-00342-00083039-00083237 that smile
5knk8HsQKwQ-00343-00083238-00083773 what it's not like stare you know
5knk8HsQKwQ-00344-00083774-00084076 I'm staring at that smile you literally
5knk8HsQKwQ-00345-00084077-00084215 look like a character out of a
5knk8HsQKwQ-00346-00084216-00084725 creepypasta
5knk8HsQKwQ-00347-00084726-00085091 I need to adjust this volume so bad
5knk8HsQKwQ-00348-00085092-00085535 filthy creature no I just thought
5knk8HsQKwQ-00349-00085536-00085661 he thought
5knk8HsQKwQ-00350-00085662-00085829 I was thinking about what your neck look
5knk8HsQKwQ-00351-00085830-00086141 looks like under that shirt
5knk8HsQKwQ-00352-00086142-00086326 what the [__] he just thought you've
5knk8HsQKwQ-00353-00086327-00086555 never seen such an ugly woman he just
5knk8HsQKwQ-00354-00086556-00086718 thought it was so funny
5knk8HsQKwQ-00355-00086719-00087132 [Music]
5knk8HsQKwQ-00356-00087133-00087300 huh
5knk8HsQKwQ-00357-00087301-00087682 no that's not what I was thinking at all
5knk8HsQKwQ-00358-00087683-00087881 how are you just don't bother trying to
5knk8HsQKwQ-00359-00087882-00088121 lie to me
5knk8HsQKwQ-00360-00088122-00088361 I know it's true otherwise you I know
5knk8HsQKwQ-00361-00088362-00088576 you can't stand looking at me if that
5knk8HsQKwQ-00362-00088577-00088709 was the case why would I still be
5knk8HsQKwQ-00363-00088710-00088847 looking at you
5knk8HsQKwQ-00364-00088848-00089159 anyway whatever I don't really care I'm
5knk8HsQKwQ-00365-00089160-00089399 used to it
5knk8HsQKwQ-00366-00089400-00089729 wow talk about an inferiority complex I
5knk8HsQKwQ-00367-00089730-00089903 was way off about what a successful
5knk8HsQKwQ-00368-00089904-00090065 author would be like
5knk8HsQKwQ-00369-00090066-00090323 all right so we got all of them besides
5knk8HsQKwQ-00370-00090324-00090694 uh [__] what does this guy remind me
5knk8HsQKwQ-00371-00090695-00091055 of like Thundercats yum the name's Leon
5knk8HsQKwQ-00372-00091056-00091337 kawada what's up yo the name's Leon
5knk8HsQKwQ-00373-00091338-00091594 kawada what's up
5knk8HsQKwQ-00374-00091595-00091847 not too bad not horrible not too bad
5knk8HsQKwQ-00375-00091848-00092081 yeah ultimate baseball oh of course
5knk8HsQKwQ-00376-00092082-00092326 you're a baseball dude
5knk8HsQKwQ-00377-00092327-00092562 I recognize that name
5knk8HsQKwQ-00378-00092563-00092771 [Music]
5knk8HsQKwQ-00379-00092772-00092981 you changed up a lot he played for the
5knk8HsQKwQ-00380-00092982-00093131 National High School champ says their
5knk8HsQKwQ-00381-00093132-00093262 cleanup hitter the ultimate baseball
5knk8HsQKwQ-00382-00093263-00093515 star and that superb athletic specimen
5knk8HsQKwQ-00383-00093516-00093620 is
5knk8HsQKwQ-00384-00093621-00093737 [Applause]
5knk8HsQKwQ-00385-00093738-00094006 you seriously huh
5knk8HsQKwQ-00386-00094007-00094276 huh what's wrong
5knk8HsQKwQ-00387-00094277-00094481 nothing I'm just surprised they figured
5knk8HsQKwQ-00388-00094482-00094618 with you being the ultimate baseball
5knk8HsQKwQ-00389-00094619-00094849 baseball star and all give me a break
5knk8HsQKwQ-00390-00094850-00095099 what were you expecting some kid with a
5knk8HsQKwQ-00391-00095100-00095148 shaved head
5knk8HsQKwQ-00392-00095149-00095273 [Music]
5knk8HsQKwQ-00393-00095274-00095593 shaved head
5knk8HsQKwQ-00394-00095594-00095867 no I was just expecting more of a you
5knk8HsQKwQ-00395-00095868-00096047 know sporty looking traditional baseball
5knk8HsQKwQ-00396-00096048-00096329 player type I mean when I found that
5knk8HsQKwQ-00397-00096330-00096503 article in picture of you online that's
5knk8HsQKwQ-00398-00096504-00096750 how you looked in
5knk8HsQKwQ-00399-00096751-00097018 what oh man you found that picture of me
5knk8HsQKwQ-00400-00097019-00097300 playing baseball seriously I hate that
5knk8HsQKwQ-00401-00097301-00097385 picture
5knk8HsQKwQ-00402-00097386-00097667 wow this is not cool this is so not cool
5knk8HsQKwQ-00403-00097668-00097949 seriously I'm like Mega embarrassed
5knk8HsQKwQ-00404-00097950-00098105 right now what the [__]
5knk8HsQKwQ-00405-00098106-00098309 I didn't have a choice okay shaving your
5knk8HsQKwQ-00406-00098310-00098471 head like that is a part of national
5knk8HsQKwQ-00407-00098472-00098711 championship regulations
5knk8HsQKwQ-00408-00098712-00098867 seriously but now I refuse to cut my
5knk8HsQKwQ-00409-00098868-00099065 hair and I'm not gonna dye it back to
5knk8HsQKwQ-00410-00099066-00099371 normal either Hey listen actually can I
5knk8HsQKwQ-00411-00099372-00099593 be totally honest with you you know I
5knk8HsQKwQ-00412-00099594-00099809 don't like baseball like at all I've
5knk8HsQKwQ-00413-00099810-00100031 never gone to a single practice
5knk8HsQKwQ-00414-00100032-00100271 he's never practiced and he was still
5knk8HsQKwQ-00415-00100272-00100505 his team star player he's some kind of
5knk8HsQKwQ-00416-00100506-00100762 Prodigy yeah and as soon as I got
5knk8HsQKwQ-00417-00100763-00100997 accepted here I quit baseball for good I
5knk8HsQKwQ-00418-00100998-00101188 have my own dream for the future
5knk8HsQKwQ-00419-00101189-00101471 no dream for the future my only path in
5knk8HsQKwQ-00420-00101472-00101644 life is getting into music you can feel
5knk8HsQKwQ-00421-00101645-00101885 that star quality Aura I have right you
5knk8HsQKwQ-00422-00101886-00102035 know what I mean I'm gonna be a singer
5knk8HsQKwQ-00423-00102036-00102197 so all I need is a songwriter and
5knk8HsQKwQ-00424-00102198-00102413 someone on guitar and we're set
5knk8HsQKwQ-00425-00102414-00102658 how cool is that this new version of me
5knk8HsQKwQ-00426-00102659-00102856 that's chasing after my dream is like
5knk8HsQKwQ-00427-00102857-00103163 super cool to the max I'm gonna pick a
5knk8HsQKwQ-00428-00103164-00103378 different voice for this dude now that I
5knk8HsQKwQ-00429-00103379-00103547 know how he talks
5knk8HsQKwQ-00430-00103548-00103703 believe what I'm hearing I never
5knk8HsQKwQ-00431-00103704-00103840 imagined I'd hear something like that
5knk8HsQKwQ-00432-00103841-00104082 from a baseball All-Star
5knk8HsQKwQ-00433-00104083-00104410 oh God
5knk8HsQKwQ-00434-00104411-00104716 I forgot we gotta do this another 10
5knk8HsQKwQ-00435-00104717-00104945 times you are off in the corner that
5knk8HsQKwQ-00436-00104946-00105160 gives me hope that you are going to be a
5knk8HsQKwQ-00437-00105161-00105533 character I will like I love you I'm Ali
5knk8HsQKwQ-00438-00105533-00105766 asahina but my friends just call me Hino
5knk8HsQKwQ-00439-00105767-00106013 what's up
5knk8HsQKwQ-00440-00106014-00106354 foreign good first impression
5knk8HsQKwQ-00441-00106355-00106613 voice Tina I love her ultimate swimming
5knk8HsQKwQ-00442-00106614-00106966 Pro swimmer huh
5knk8HsQKwQ-00443-00106967-00107104 okay peanut
5knk8HsQKwQ-00444-00107105-00107266 he's been breaking records in every
5knk8HsQKwQ-00445-00107267-00107404 competition she's been in since
5knk8HsQKwQ-00446-00107405-00107549 elementary school
5knk8HsQKwQ-00447-00107550-00107723 she's even been chosen as an upcoming
5knk8HsQKwQ-00448-00107724-00107951 Olympic Cadet she is without a doubt the
5knk8HsQKwQ-00449-00107952-00108125 ultimate swimming Pro
5knk8HsQKwQ-00450-00108126-00108263 the combination of her ability
5knk8HsQKwQ-00451-00108264-00108539 appearance and um
5knk8HsQKwQ-00452-00108540-00108766 proportions has been widely discussed
5knk8HsQKwQ-00453-00108767-00109404 online of course
5knk8HsQKwQ-00454-00109405-00109608 [Music]
5knk8HsQKwQ-00455-00109609-00109840 oh yeah I knew it was something like
5knk8HsQKwQ-00456-00109841-00110039 that
5knk8HsQKwQ-00457-00110040-00110290 no not something like that it is that
5knk8HsQKwQ-00458-00110291-00110602 you got it sure sure got it here a
5knk8HsQKwQ-00459-00110603-00111334 hammer into my brain right now yeah
5knk8HsQKwQ-00460-00111335-00111563 stop staring at me like that the first
5knk8HsQKwQ-00461-00111564-00111821 impression is starting to go
5knk8HsQKwQ-00462-00111822-00111989 she just kept repeating my name and
5knk8HsQKwQ-00463-00111990-00112169 moving her finger across her Palm like
5knk8HsQKwQ-00464-00112170-00112439 she was writing something what are you
5knk8HsQKwQ-00465-00112440-00112733 doing huh you don't know if you want to
5knk8HsQKwQ-00466-00112733-00112871 remember someone's name you gotta write
5knk8HsQKwQ-00467-00112872-00113123 it on your hand three times I'm gonna
5knk8HsQKwQ-00468-00113124-00113357 try that and fail
5knk8HsQKwQ-00469-00113358-00113554 I've never heard of that before in my
5knk8HsQKwQ-00470-00113555-00113610 life
5knk8HsQKwQ-00471-00113611-00114077 [Music]
5knk8HsQKwQ-00472-00114078-00114309 I'll spell it exactly like it sounds
5knk8HsQKwQ-00473-00114310-00114601 [Music]
5knk8HsQKwQ-00474-00114602-00114904 illiterate well I have no idea let's
5knk8HsQKwQ-00475-00114905-00115104 figure it out later and write it down
5knk8HsQKwQ-00476-00115105-00115534 okay anyway glad to meet you
5knk8HsQKwQ-00477-00115535-00115702 she's probably gonna be one of my
5knk8HsQKwQ-00478-00115703-00115877 favorite characters
5knk8HsQKwQ-00479-00115878-00116171 sure same here well one thing I learned
5knk8HsQKwQ-00480-00116172-00116363 is she's totally easy going and bursting
5knk8HsQKwQ-00481-00116364-00116554 with energy
5knk8HsQKwQ-00482-00116555-00117060 okay uh let's go with you
5knk8HsQKwQ-00483-00117061-00117401 I'm junko and Ashima Charmed I'm sure
5knk8HsQKwQ-00484-00117402-00117904 okay what's with the joker smile
5knk8HsQKwQ-00485-00117905-00118307 ultimate fashionista of course
5knk8HsQKwQ-00486-00118308-00118702 anybody would recognize this one
5knk8HsQKwQ-00487-00118703-00118865 he's got more charm and presence than
5knk8HsQKwQ-00488-00118866-00119002 any high school girl in the country
5knk8HsQKwQ-00489-00119003-00119308 she's the ultimate Fashionista I've seen
5knk8HsQKwQ-00490-00119309-00119686 her on tons of magazine covers but
5knk8HsQKwQ-00491-00119688-00119831 I feel like that doesn't quite match up
5knk8HsQKwQ-00492-00119832-00119999 to reality
5knk8HsQKwQ-00493-00120000-00120208 huh
5knk8HsQKwQ-00494-00120209-00120395 oh are you talking about my cover photos
5knk8HsQKwQ-00495-00120396-00120619 and junk yeah
5knk8HsQKwQ-00496-00120620-00120839 well of course those are totally
5knk8HsQKwQ-00497-00120840-00120947 Photoshop
5knk8HsQKwQ-00498-00120948-00121199 just like literally all of them
5knk8HsQKwQ-00499-00121200-00121516 photoshopped I swear this guy really is
5knk8HsQKwQ-00500-00121517-00121799 ordinary he's ordinarily dumb yeah you
5knk8HsQKwQ-00501-00121800-00121984 know I did Helen Back with like
5knk8HsQKwQ-00502-00121985-00122290 computers and junk
5knk8HsQKwQ-00503-00122291-00122471 um so they aren't real of course they
5knk8HsQKwQ-00504-00122472-00122681 aren't real dumbass
5knk8HsQKwQ-00505-00122682-00122957 what can we do come on don't act so
5knk8HsQKwQ-00506-00122958-00123089 surprised you're gonna make me all
5knk8HsQKwQ-00507-00123090-00123293 depressed it's totally normal these days
5knk8HsQKwQ-00508-00123294-00123443 to photoshop the crap out of cover
5knk8HsQKwQ-00509-00123444-00123665 photos just surprised by that you've
5knk8HsQKwQ-00510-00123666-00123778 been fully Blown Away by certain
5knk8HsQKwQ-00511-00123779-00123977 dangerous little diva of ours they make
5knk8HsQKwQ-00512-00123978-00124199 the eyes and junk super big and take the
5knk8HsQKwQ-00513-00124200-00124354 skin so it looks all ceramic at the
5knk8HsQKwQ-00514-00124355-00124445 first time
5knk8HsQKwQ-00515-00124446-00124613 sounds about right
5knk8HsQKwQ-00516-00124614-00124781 oh
5knk8HsQKwQ-00517-00124782-00124966 oh so many dreams are getting crushed
5knk8HsQKwQ-00518-00124967-00125249 today uh let's go with you you're green
5knk8HsQKwQ-00519-00125250-00125578 Hello nice to meet you I'm Chihiro
5knk8HsQKwQ-00520-00125579-00125813 Fujisaki
5knk8HsQKwQ-00521-00125814-00125993 am I voicing this one
5knk8HsQKwQ-00522-00125994-00126365 no I am I love the hero
5knk8HsQKwQ-00523-00126366-00126545 ultimate programmer
5knk8HsQKwQ-00524-00126546-00126766 sorry I get kind of embarrassed whenever
5knk8HsQKwQ-00525-00126767-00127013 I introduce myself like this
5knk8HsQKwQ-00526-00127014-00127277 I don't know why this is coming to mind
5knk8HsQKwQ-00527-00127278-00127654 I think it might be that one streamer uh
5knk8HsQKwQ-00528-00127655-00127949 what does he call himself like it's this
5knk8HsQKwQ-00529-00127950-00128201 one dude and he looks exactly like a
5knk8HsQKwQ-00530-00128202-00128525 girl and he's saying that the pipeline
5knk8HsQKwQ-00531-00128526-00128765 to becoming like a femboy is knowing how
5knk8HsQKwQ-00532-00128766-00128999 to code and that is what this is
5knk8HsQKwQ-00533-00129000-00129239 reminding me of anyway I hope we can get
5knk8HsQKwQ-00534-00129240-00129352 along
5knk8HsQKwQ-00535-00129353-00129581 same here nice to meet you huh maybe
5knk8HsQKwQ-00536-00129582-00129808 it's just my imagination but
5knk8HsQKwQ-00537-00129809-00129952 have we met before
5knk8HsQKwQ-00538-00129953-00130204 um I don't think so we just met for the
5knk8HsQKwQ-00539-00130205-00130408 first time which was which is why I said
5knk8HsQKwQ-00540-00130409-00131266 nice to meet you
5knk8HsQKwQ-00541-00131267-00131440 you don't have to apologize for that
5knk8HsQKwQ-00542-00131441-00131795 yeah oh yeah
5knk8HsQKwQ-00543-00131796-00132077 do your Fujisaki is known for all the
5knk8HsQKwQ-00544-00132078-00132239 Cutting Edge programs she's created
5knk8HsQKwQ-00545-00132240-00132521 she's the ultimate programmer she's also
5knk8HsQKwQ-00546-00132522-00132719 got that timid little bunny type thing
5knk8HsQKwQ-00547-00132720-00132971 going which has endeared her to her
5knk8HsQKwQ-00548-00132972-00133366 Legion of fans hey so listen uh I'm
5knk8HsQKwQ-00549-00133367-00133637 sorry
5knk8HsQKwQ-00550-00133638-00133925 what are you apologizing for now
5knk8HsQKwQ-00551-00133926-00134201 um well let's suppose you seem upset you
5knk8HsQKwQ-00552-00134202-00134440 must be mad at me right no not at all it
5knk8HsQKwQ-00553-00134441-00134573 was just lost and thought about
5knk8HsQKwQ-00554-00134574-00134914 something huh Lawson thought
5knk8HsQKwQ-00555-00134915-00135101 yeah it had nothing to do with me being
5knk8HsQKwQ-00556-00135102-00135425 upset or anything thank you oh that's
5knk8HsQKwQ-00557-00135426-00135628 good I was afraid maybe you didn't like
5knk8HsQKwQ-00558-00135629-00136099 me
5knk8HsQKwQ-00559-00136100-00136313 I'm starting to understand why our fans
5knk8HsQKwQ-00560-00136314-00136457 are so into her
5knk8HsQKwQ-00561-00136458-00136859 oh he's getting horny uh who's this
5knk8HsQKwQ-00562-00136860-00137128 James Mondo awada nice to [__] meet
5knk8HsQKwQ-00563-00137129-00137287 you
5knk8HsQKwQ-00564-00137288-00137778 I really like this dude
5knk8HsQKwQ-00565-00137779-00138199 gang leader of course
5knk8HsQKwQ-00566-00138200-00138463 huh which means
5knk8HsQKwQ-00567-00138464-00138701 he's the current leader of the largest
5knk8HsQKwQ-00568-00138702-00138983 biker gang in Japan he's earned respect
5knk8HsQKwQ-00569-00138984-00139187 even off from every gang in the country
5knk8HsQKwQ-00570-00139188-00139835 he's the ultimate biker gang leader
5knk8HsQKwQ-00571-00139836-00140045 nice to meet you too yo
5knk8HsQKwQ-00572-00140046-00140178 hell yeah
5knk8HsQKwQ-00573-00140179-00140428 I'd better be careful around him one
5knk8HsQKwQ-00574-00140429-00140614 wrong word and I could wake up at the
5knk8HsQKwQ-00575-00140615-00140873 bottom of the scene damn it
5knk8HsQKwQ-00576-00140874-00141018 all right Kyoko
5knk8HsQKwQ-00577-00141019-00141257 [Music]
5knk8HsQKwQ-00578-00141258-00141384 oh
5knk8HsQKwQ-00579-00141385-00141635 [Music]
5knk8HsQKwQ-00580-00141636-00141859 um can I ask you your name
5knk8HsQKwQ-00581-00141860-00142167 my name is
5knk8HsQKwQ-00582-00142168-00142309 [Music]
5knk8HsQKwQ-00583-00142310-00142613 your name is what the [__] I don't know
5knk8HsQKwQ-00584-00142614-00143110 what she's shut up [__] ultimate
5knk8HsQKwQ-00585-00143111-00143440 [Music]
5knk8HsQKwQ-00586-00143441-00143728 so [__] loud I'm gonna have to do so
5knk8HsQKwQ-00587-00143729-00143993 much sound editing
5knk8HsQKwQ-00588-00143994-00144239 pretty tight lips huh oh but you know
5knk8HsQKwQ-00589-00144240-00144413 her name didn't show up anywhere in that
5knk8HsQKwQ-00590-00144414-00144652 hopes Peak Academy thread
5knk8HsQKwQ-00591-00144653-00144833 and I did see that there were students
5knk8HsQKwQ-00592-00144834-00144940 like me
5knk8HsQKwQ-00593-00144941-00145102 once you didn't have any real identity
5knk8HsQKwQ-00594-00145103-00145319 or presence could this girl be one of
5knk8HsQKwQ-00595-00145320-00145571 them
5knk8HsQKwQ-00596-00145572-00145781 um so what are you doing at the school
5knk8HsQKwQ-00597-00145782-00146183 what what's that supposed to mean
5knk8HsQKwQ-00598-00146184-00146423 no I just meant getting invited here
5knk8HsQKwQ-00599-00146424-00146566 means you're some kind of ultimate
5knk8HsQKwQ-00600-00146567-00146759 something right so what ultimate
5knk8HsQKwQ-00601-00146760-00147077 something are you that doesn't matter
5knk8HsQKwQ-00602-00147078-00147268 why should I tell you
5knk8HsQKwQ-00603-00147269-00147478 [Applause]
5knk8HsQKwQ-00604-00147479-00147793 well I guess you don't have to tell me
5knk8HsQKwQ-00605-00147794-00148061 [Music]
5knk8HsQKwQ-00606-00148062-00148325 I'm not going to
5knk8HsQKwQ-00607-00148326-00148516 nothing about her turned up online so I
5knk8HsQKwQ-00608-00148517-00148649 was thinking maybe she got picked by
5knk8HsQKwQ-00609-00148650-00148773 chance like me but
5knk8HsQKwQ-00610-00148774-00148961 [Music]
5knk8HsQKwQ-00611-00148962-00149213 her face is like an Iron Mask
5knk8HsQKwQ-00612-00149214-00149635 to tell me anything no point in asking
5knk8HsQKwQ-00613-00149636-00150047 I was over there are the only ones left
5knk8HsQKwQ-00614-00150048-00150281 all right nerd boy
5knk8HsQKwQ-00615-00150282-00150493 names byakia togani
5knk8HsQKwQ-00616-00150494-00150701 [Music]
5knk8HsQKwQ-00617-00150702-00151009 the voice damn
5knk8HsQKwQ-00618-00151010-00151457 ultimate absolute project okay
5knk8HsQKwQ-00619-00151458-00151757 hi uh nice to meet you
5knk8HsQKwQ-00620-00151758-00151895 that's the most half-assed introduction
5knk8HsQKwQ-00621-00151896-00152081 I've ever heard but there isn't really
5knk8HsQKwQ-00622-00152082-00152266 anything I can do about it even among
5knk8HsQKwQ-00623-00152267-00152428 the ultimate students this one is
5knk8HsQKwQ-00624-00152429-00152543 special
5knk8HsQKwQ-00625-00152544-00153169 by akuyu tsogami he's yeah
5knk8HsQKwQ-00626-00153170-00153487 [Music]
5knk8HsQKwQ-00627-00153488-00153773 he's The Heir Apparent of his family's
5knk8HsQKwQ-00628-00153774-00154025 massive Financial conglomerate he's
5knk8HsQKwQ-00629-00154026-00154211 already started making managing business
5knk8HsQKwQ-00630-00154212-00154421 operations and his own personal assets
5knk8HsQKwQ-00631-00154422-00154649 are well vast
5knk8HsQKwQ-00632-00154650-00154871 his title of ultimate affluent progeny
5knk8HsQKwQ-00633-00154872-00155045 is completely accurate he's the
5knk8HsQKwQ-00634-00155046-00155261 definition of exceptional that's
5knk8HsQKwQ-00635-00155262-00155404 everything I learned about him from that
5knk8HsQKwQ-00636-00155405-00155635 hopes Peak Academy thread online come on
5knk8HsQKwQ-00637-00155636-00155963 we're done with introductions right how
5knk8HsQKwQ-00638-00155964-00156106 much longer are you gonna stand there
5knk8HsQKwQ-00639-00156107-00156245 [Music]
5knk8HsQKwQ-00640-00156246-00156539 go away I'm sick of looking at you well
5knk8HsQKwQ-00641-00156540-00156766 I hate him his Aura says to me you and I
5knk8HsQKwQ-00642-00156767-00156935 will never stand on the same level like
5knk8HsQKwQ-00643-00156936-00157085 a king in training
5knk8HsQKwQ-00644-00157086-00157366 everyone on the Block I hate train
5knk8HsQKwQ-00645-00157367-00157678 I am fully willing to kick this dude in
5knk8HsQKwQ-00646-00157679-00157997 the dick hair like mine
5knk8HsQKwQ-00647-00157998-00158585 hero for short
5knk8HsQKwQ-00648-00158586-00158813 this dude's one of my favorites
5knk8HsQKwQ-00649-00158814-00159035 our favorite dumbass ultimate
5knk8HsQKwQ-00650-00159036-00159575 clairvoyant
5knk8HsQKwQ-00651-00159576-00159809 known as Supernova in the psychic
5knk8HsQKwQ-00652-00159810-00160025 Community the trend setting ultimate
5knk8HsQKwQ-00653-00160026-00160264 Clairvoyant honestly I don't really get
5knk8HsQKwQ-00654-00160265-00160402 all that fortune telling stuff it's
5knk8HsQKwQ-00655-00160403-00160631 pretty much Beyond me still I can't help
5knk8HsQKwQ-00656-00160632-00160787 wondering if there's any truth to it
5knk8HsQKwQ-00657-00160788-00160954 could it be
5knk8HsQKwQ-00658-00160955-00161207 uh okay I give up
5knk8HsQKwQ-00659-00161208-00161476 huh what happened we're serious I saw it
5knk8HsQKwQ-00660-00161477-00161699 I looked right at it seriously I totally
5knk8HsQKwQ-00661-00161700-00161813 saw it
5knk8HsQKwQ-00662-00161814-00162166 saw what hmm a guardian angel with a
5knk8HsQKwQ-00663-00162167-00162437 crazy perm chasing after Bigfoot running
5knk8HsQKwQ-00664-00162438-00162743 off with a sky fish in its mouth
5knk8HsQKwQ-00665-00162744-00163013 and that Guardian Angel is your guardian
5knk8HsQKwQ-00666-00163014-00163204 angel
5knk8HsQKwQ-00667-00163205-00163426 no I'm just kidding but hey we should
5knk8HsQKwQ-00668-00163427-00163613 grab some brewskies sometime and get
5knk8HsQKwQ-00669-00163614-00163799 real deep into lemuria in its
5knk8HsQKwQ-00670-00163800-00163949 civilization
5knk8HsQKwQ-00671-00163950-00164171 what we're not allowed to drink we're in
5knk8HsQKwQ-00672-00164172-00164483 high school you know oh I'm actually 21.
5knk8HsQKwQ-00673-00164484-00164704 I've been held back a few times see and
5knk8HsQKwQ-00674-00164705-00164933 well it's a long story
5knk8HsQKwQ-00675-00164934-00165185 few times yeah I bet that is a long
5knk8HsQKwQ-00676-00165186-00165485 story all right you
5knk8HsQKwQ-00677-00165486-00165785 I do not think we have been introduced I
5knk8HsQKwQ-00678-00165786-00166193 am Celestia ludenberg that is fantastic
5knk8HsQKwQ-00679-00166194-00166457 ultimately
5knk8HsQKwQ-00680-00166458-00166763 [Music]
5knk8HsQKwQ-00681-00166764-00167159 Celestia
5knk8HsQKwQ-00682-00167160-00167314 I'm not gonna be able to do her accent
5knk8HsQKwQ-00683-00167315-00167543 very well before I trapped susanberg is
5knk8HsQKwQ-00684-00167544-00167783 my name but if you don't shine I feel
5knk8HsQKwQ-00685-00167784-00168178 free to call me Celeste okay
5knk8HsQKwQ-00686-00168179-00168502 um you are Japanese right huh of course
5knk8HsQKwQ-00687-00168503-00168671 why do you ask
5knk8HsQKwQ-00688-00168672-00168833 if you don't mind could you tell me your
5knk8HsQKwQ-00689-00168834-00169163 real name
5knk8HsQKwQ-00690-00169164-00169481 what you're talking about
5knk8HsQKwQ-00691-00169482-00170066 [Music]
5knk8HsQKwQ-00692-00170067-00170416 [Music]
5knk8HsQKwQ-00693-00170417-00170716 I'm so [__] confused
5knk8HsQKwQ-00694-00170717-00170826 she's white
5knk8HsQKwQ-00695-00170827-00171125 yeah I know I've been like I'm worried
5knk8HsQKwQ-00696-00171126-00171304 about editing this audio because I'm
5knk8HsQKwQ-00697-00171305-00171449 gonna have to try and figure out how to
5knk8HsQKwQ-00698-00171450-00171689 make like how I'm gonna make Ash loud
5knk8HsQKwQ-00699-00171690-00171935 enough make this quiet enough to bear
5knk8HsQKwQ-00700-00171936-00172181 and also like I'm speaking really
5knk8HsQKwQ-00701-00172182-00172366 [__] loud right now because I can't
5knk8HsQKwQ-00702-00172367-00172543 hear my own thoughts
5knk8HsQKwQ-00703-00172544-00173002 Hey guys you're always out here hey guys
5knk8HsQKwQ-00704-00173003-00173207 my name is rock salt
5knk8HsQKwQ-00705-00173208-00173514 oh
5knk8HsQKwQ-00706-00173515-00174214 [Music]
5knk8HsQKwQ-00707-00174215-00174395 he's polite but pretty forceful at the
5knk8HsQKwQ-00708-00174396-00174551 same time I don't think she wants to say
5knk8HsQKwQ-00709-00174552-00174773 any more about it I guess the rumors in
5knk8HsQKwQ-00710-00174774-00175007 that thread were right about her
5knk8HsQKwQ-00711-00175008-00175264 the self-styled Celestia ludenberg she's
5knk8HsQKwQ-00712-00175265-00175552 the Ultimate Gambler who's never lost a
5knk8HsQKwQ-00713-00175553-00175625 bet
5knk8HsQKwQ-00714-00175626-00175840 other than her obvious love of Gothic
5knk8HsQKwQ-00715-00175841-00176063 Lolita clothes everything about her is
5knk8HsQKwQ-00716-00176064-00176357 wrapped in a veil of Lies they say she
5knk8HsQKwQ-00717-00176358-00176543 entered and won an underground gambling
5knk8HsQKwQ-00718-00176544-00176759 tournament earning the title queen of
5knk8HsQKwQ-00719-00176760-00176902 liars
5knk8HsQKwQ-00720-00176903-00177083 totally cleaned out the other players
5knk8HsQKwQ-00721-00177084-00177287 taking their life savings and laughing
5knk8HsQKwQ-00722-00177288-00177552 as she did it
5knk8HsQKwQ-00723-00177553-00177766 I look forward to getting to know your
5knk8HsQKwQ-00724-00177767-00178157 back there
5knk8HsQKwQ-00725-00178158-00178354 I'm not making any Bets with you just so
5knk8HsQKwQ-00726-00178355-00178445 you know
5knk8HsQKwQ-00727-00178446-00178666 that smile is beyond deceptive I'd
5knk8HsQKwQ-00728-00178667-00178931 better watch myself around her all right
5knk8HsQKwQ-00729-00178932-00179164 now you
5knk8HsQKwQ-00730-00179165-00179716 I am Sakura Okami
5knk8HsQKwQ-00731-00179717-00180138 that is not their voice yes
5knk8HsQKwQ-00732-00180139-00180401 muscle woman I'm gonna need to hear it
5knk8HsQKwQ-00733-00180402-00180635 one more time
5knk8HsQKwQ-00734-00180636-00180785 otherwise I'm just gonna do a Russian
5knk8HsQKwQ-00735-00180786-00180940 act ultimate martial artist I'm just
5knk8HsQKwQ-00736-00180941-00181102 gonna do a Russian accent if I don't get
5knk8HsQKwQ-00737-00181103-00181276 it right
5knk8HsQKwQ-00738-00181277-00181645 I almost asked her if she was a guy
5knk8HsQKwQ-00739-00181646-00181876 the day I say something like that out
5knk8HsQKwQ-00740-00181877-00182045 loud is the day I get turned into a
5knk8HsQKwQ-00741-00182046-00182183 human meatball
5knk8HsQKwQ-00742-00182184-00182399 but now I remember she competed in a
5knk8HsQKwQ-00743-00182400-00182597 Martial Arts Tournament in America and
5knk8HsQKwQ-00744-00182598-00182819 won despite being a girl
5knk8HsQKwQ-00745-00182820-00183028 she's the ultimate martial artist she's
5knk8HsQKwQ-00746-00183029-00183245 fought in over 400 matches and never
5knk8HsQKwQ-00747-00183246-00183478 lost a single one
5knk8HsQKwQ-00748-00183479-00183659 that thread also said a bit more about
5knk8HsQKwQ-00749-00183660-00183943 her some call her ogre
5knk8HsQKwQ-00750-00183944-00184252 what are you doing in my school some
5knk8HsQKwQ-00751-00184253-00184390 even thinks she's the closest known
5knk8HsQKwQ-00752-00184391-00184654 relative to the primates she's the famed
5knk8HsQKwQ-00753-00184655-00184919 Missing Link wow that's so rude any
5knk8HsQKwQ-00754-00184920-00185087 incoming hopes Peak students who are
5knk8HsQKwQ-00755-00185088-00185243 reading this let me warn you right now
5knk8HsQKwQ-00756-00185244-00185513 if you value your life avoid her at all
5knk8HsQKwQ-00757-00185514-00185735 costs
5knk8HsQKwQ-00758-00185736-00185921 standing in front of her now I don't
5knk8HsQKwQ-00759-00185922-00186102 think they were exaggerating about that
5knk8HsQKwQ-00760-00186103-00186526 hey hey you
5knk8HsQKwQ-00761-00186527-00186737 I can literally just use my regular
5knk8HsQKwQ-00762-00186738-00186928 voice just a little bit more feminine
5knk8HsQKwQ-00763-00186929-00187243 and that is her voice probably
5knk8HsQKwQ-00764-00187244-00187414 yes
5knk8HsQKwQ-00765-00187415-00187588 I snapped to attention without even
5knk8HsQKwQ-00766-00187589-00187823 realizing it then she started to poke
5knk8HsQKwQ-00767-00187824-00188051 and prod at my body
5knk8HsQKwQ-00768-00188052-00188304 um what are you
5knk8HsQKwQ-00769-00188305-00188614 muscular quality and quantity is right
5knk8HsQKwQ-00770-00188615-00188813 around that of an extremely ordinary
5knk8HsQKwQ-00771-00188814-00188957 high school student
5knk8HsQKwQ-00772-00188958-00189061 hmm
5knk8HsQKwQ-00773-00189062-00189340 what a shame you're not at all fit to
5knk8HsQKwQ-00774-00189341-00189743 act as my training partner
5knk8HsQKwQ-00775-00189744-00189983 name one person here who is besides
5knk8HsQKwQ-00776-00189984-00190223 maybe the biker dude
5knk8HsQKwQ-00777-00190224-00190414 in fact he probably wouldn't he just
5knk8HsQKwQ-00778-00190415-00190613 pull a knife I'm not sure that's such a
5knk8HsQKwQ-00779-00190614-00190901 shame for me
5knk8HsQKwQ-00780-00190902-00191081 and with that all of the introductions
5knk8HsQKwQ-00781-00191082-00191309 are done and we are 46 minutes into the
5knk8HsQKwQ-00782-00191310-00191476 recording
5knk8HsQKwQ-00783-00191477-00191693 even though they're all ultimate they
5knk8HsQKwQ-00784-00191694-00191897 each have their own individual sort of
5knk8HsQKwQ-00785-00191898-00192143 um something
5knk8HsQKwQ-00786-00192144-00192449 okay time to get down to business this
5knk8HsQKwQ-00787-00192450-00192587 is no time to stand around making
5knk8HsQKwQ-00788-00192588-00192790 friends like a bunch of dolid baboons
5knk8HsQKwQ-00789-00192791-00192983 you're quiet in cell
5knk8HsQKwQ-00790-00192984-00193373 I agree he is in itself
5knk8HsQKwQ-00791-00193374-00193576 oh that's true
5knk8HsQKwQ-00792-00193577-00193721 I think someone said something about a
5knk8HsQKwQ-00793-00193722-00193888 bigger problem or something what was
5knk8HsQKwQ-00794-00193889-00194014 that about
5knk8HsQKwQ-00795-00194015-00194269 um
5knk8HsQKwQ-00796-00194270-00194675 wait was this me or you you okay well
5knk8HsQKwQ-00797-00194676-00194831 you see
5knk8HsQKwQ-00798-00194832-00194899 um
5knk8HsQKwQ-00799-00194900-00195137 set a bunch of stuff happened and then
5knk8HsQKwQ-00800-00195138-00195538 you were just asleep right
5knk8HsQKwQ-00801-00195539-00195911 well the same is true for all of us
5knk8HsQKwQ-00802-00195912-00196325 what seriously I mean seriously
5knk8HsQKwQ-00803-00196326-00196504 just after each of us got to the main
5knk8HsQKwQ-00804-00196505-00196763 hall we lost Consciousness and then we
5knk8HsQKwQ-00805-00196764-00196997 came to we were somewhere here in the
5knk8HsQKwQ-00806-00196998-00197266 school that's what happened to you right
5knk8HsQKwQ-00807-00197267-00197531 but that's just weird that every one of
5knk8HsQKwQ-00808-00197532-00197764 us would get knocked out like that piece
5knk8HsQKwQ-00809-00197765-00198113 of [__] I love this dude
5knk8HsQKwQ-00810-00198114-00198304 exactly that's why we're all freaking
5knk8HsQKwQ-00811-00198305-00198454 out
5knk8HsQKwQ-00812-00198455-00198611 and that's not the only thing you saw
5knk8HsQKwQ-00813-00198612-00198797 where all the windows and the classes
5knk8HsQKwQ-00814-00198798-00199025 you saw where all the windows in the
5knk8HsQKwQ-00815-00199026-00199338 classes and hallways were right
5knk8HsQKwQ-00816-00199339-00199643 but instead of normal glass windows it
5knk8HsQKwQ-00817-00199644-00199847 was a bunch of big metal plates what's
5knk8HsQKwQ-00818-00199848-00200176 that about
5knk8HsQKwQ-00819-00200177-00200363 all my stuff 's missing
5knk8HsQKwQ-00820-00200364-00200602 cell phone yeah you're right I haven't
5knk8HsQKwQ-00821-00200603-00200807 seen my PDA anywhere either and then
5knk8HsQKwQ-00822-00200808-00201047 there's that main hall here
5knk8HsQKwQ-00823-00201048-00201257 the front exit is completely blocked by
5knk8HsQKwQ-00824-00201258-00201485 some giant metal hatch what does this
5knk8HsQKwQ-00825-00201486-00201659 mean but there wasn't anything like that
5knk8HsQKwQ-00826-00201660-00201940 when I first got here what the heck what
5knk8HsQKwQ-00827-00201941-00202199 the heck what the heck
5knk8HsQKwQ-00828-00202200-00202414 what's it doing there maybe we got
5knk8HsQKwQ-00829-00202415-00202564 caught up with some kind of like you
5knk8HsQKwQ-00830-00202565-00202769 know prime or something yeah totally
5knk8HsQKwQ-00831-00202770-00203033 what like a kidnapping
5knk8HsQKwQ-00832-00203034-00203243 you think maybe someone grabbed us and
5knk8HsQKwQ-00833-00203244-00203423 hauled us off and we're not actually out
5knk8HsQKwQ-00834-00203424-00203609 of school come on don't think like that
5knk8HsQKwQ-00835-00203610-00203878 cheer up I bet this is all just part of
5knk8HsQKwQ-00836-00203879-00204064 the School's orientation orientation
5knk8HsQKwQ-00837-00204065-00204388 procedure you know yeah I'm sure that's
5knk8HsQKwQ-00838-00204389-00204563 it so I'm just gonna take it easy for a
5knk8HsQKwQ-00839-00204564-00204808 little bit oh so you think they wanted
5knk8HsQKwQ-00840-00204809-00205036 us do you think they wanted to do
5knk8HsQKwQ-00841-00205037-00205264 something to surprise them us huh well
5knk8HsQKwQ-00842-00205265-00205462 that's all it is it's nap time for me
5knk8HsQKwQ-00843-00205463-00205679 you know what I mean I was up way too
5knk8HsQKwQ-00844-00205680-00205834 late last night so I could use a little
5knk8HsQKwQ-00845-00205835-00205948 shut eye
5knk8HsQKwQ-00846-00205950-00206153 I can feel everyone's tension tension
5knk8HsQKwQ-00847-00206154-00206314 evaporating
5knk8HsQKwQ-00848-00206315-00206832 then it began
5knk8HsQKwQ-00849-00206833-00207442 Five Nights at Freddy's
5knk8HsQKwQ-00850-00207444-00207851 oh hey dude he's bare him testing
5knk8HsQKwQ-00851-00207852-00208157 testing mic check one two this is next
5knk8HsQKwQ-00852-00208158-00208462 episode Broadcast System I can do this
5knk8HsQKwQ-00853-00208463-00208721 voice quite easily
5knk8HsQKwQ-00854-00208721-00209038 does everyone hear me okay well then
5knk8HsQKwQ-00855-00209039-00209386 well then
5knk8HsQKwQ-00856-00209387-00209579 The Voice seemed totally out of place it
5knk8HsQKwQ-00857-00209580-00209896 was so playful so completely unconcerned
5knk8HsQKwQ-00858-00209898-00210071 I couldn't help but feel a deep
5knk8HsQKwQ-00859-00210071-00210334 unnerving dread at the sound of it it
5knk8HsQKwQ-00860-00210335-00210484 was like hearing someone laugh at the
5knk8HsQKwQ-00861-00210485-00210784 scene of an accident uh to all incoming
5knk8HsQKwQ-00862-00210785-00211241 students I would like to be
5knk8HsQKwQ-00863-00211242-00211492 wow please make your way to the
5knk8HsQKwQ-00864-00211494-00211775 gymnasium at your earliest convenience
5knk8HsQKwQ-00865-00211776-00212110 basically go right now so I'll be
5knk8HsQKwQ-00866-00212111-00212248 waiting
5knk8HsQKwQ-00867-00212250-00212891 I want to kick you in the nose
5knk8HsQKwQ-00868-00212892-00213227 what the hell was that just now
5knk8HsQKwQ-00869-00213228-00213467 goodbye
5knk8HsQKwQ-00870-00213467-00213701 if you'll excuse me hey what are you
5knk8HsQKwQ-00871-00213702-00213844 doing well you're just gonna take off
5knk8HsQKwQ-00872-00213846-00213971 like that
5knk8HsQKwQ-00873-00213971-00214253 could it be oh yeah now I get it this
5knk8HsQKwQ-00874-00214254-00214391 whole thing was just to get us all
5knk8HsQKwQ-00875-00214392-00214621 pumped for the entrance ceremony
5knk8HsQKwQ-00876-00214621-00214937 man thank God it was all a joke I'd be
5knk8HsQKwQ-00877-00214938-00215182 totally freaked if this was real you
5knk8HsQKwQ-00878-00215183-00215387 know all right guess I'll head out too
5knk8HsQKwQ-00879-00215388-00215634 wonder what they got planned for us next
5knk8HsQKwQ-00880-00215635-00215956 huh uh damn I was totally looking
5knk8HsQKwQ-00881-00215957-00216184 forward to that nap too why'd they have
5knk8HsQKwQ-00882-00216185-00216448 to go and kill the moon wait for me
5knk8HsQKwQ-00883-00216450-00216614 with you
5knk8HsQKwQ-00884-00216615-00217006 [Music]
5knk8HsQKwQ-00885-00217007-00217373 anyway not to anyone first but I'm gonna
5knk8HsQKwQ-00886-00217373-00218032 go to
5knk8HsQKwQ-00887-00218033-00218177 these fish everyone took off for the gym
5knk8HsQKwQ-00888-00218178-00218489 but I was frozen Where I Stood that
5knk8HsQKwQ-00889-00218490-00218675 uneasy feeling I'd had before I couldn't
5knk8HsQKwQ-00890-00218676-00218842 get it out of my mind
5knk8HsQKwQ-00891-00218844-00219131 and it looks like I wasn't the only one
5knk8HsQKwQ-00892-00219132-00219413 um
5knk8HsQKwQ-00893-00219414-00219839 I'll seem right this is bad yeah that
5knk8HsQKwQ-00894-00219840-00220060 announcement was totally weird
5knk8HsQKwQ-00895-00220061-00220439 however maybe the distinctive mean will
5knk8HsQKwQ-00896-00220440-00220679 be safe besides on you guys just a
5knk8HsQKwQ-00897-00220680-00220805 little bit curious to find out what's
5knk8HsQKwQ-00898-00220806-00221146 going on around here
5knk8HsQKwQ-00899-00221148-00221387 if we do not move forward we learn
5knk8HsQKwQ-00900-00221388-00221644 nothing the only choice is to push ahead
5knk8HsQKwQ-00901-00221646-00221903 please don't [__] do that order I
5knk8HsQKwQ-00902-00221904-00222251 hate you I am going
5knk8HsQKwQ-00903-00222252-00222484 to you are going to deal with it
5knk8HsQKwQ-00904-00222485-00222653 you are going to make literally everyone
5knk8HsQKwQ-00905-00222654-00222808 on the planet I hate you if you do that
5knk8HsQKwQ-00906-00222809-00222941 quick for her
5knk8HsQKwQ-00907-00222942-00223181 I guess she's right but still I'm kind
5knk8HsQKwQ-00908-00223182-00223456 of no really nervous
5knk8HsQKwQ-00909-00223457-00223732 we don't have a choice we have to go
5knk8HsQKwQ-00910-00223733-00223919 they said to go to the gym right all
5knk8HsQKwQ-00911-00223919-00224071 right
5knk8HsQKwQ-00912-00224071-00224777 yes shut up Jim
5knk8HsQKwQ-00913-00224778-00225160 [Music]
5knk8HsQKwQ-00914-00225161-00225484 hey come on God I had no idea this
5knk8HsQKwQ-00915-00225485-00225677 Hope's Peak Academy place was gonna be
5knk8HsQKwQ-00916-00225678-00225892 such a pain in my balls
5knk8HsQKwQ-00917-00225894-00226055 really ain't that much different from
5knk8HsQKwQ-00918-00226056-00226306 the time I spent juvie now this place is
5knk8HsQKwQ-00919-00226307-00226481 even worse
5knk8HsQKwQ-00920-00226482-00226548 um
5knk8HsQKwQ-00921-00226550-00226865 why isn't there anyone here
5knk8HsQKwQ-00922-00226866-00227027 halls I didn't
5knk8HsQKwQ-00923-00227028-00227308 soon isn't that like seriously not good
5knk8HsQKwQ-00924-00227309-00227537 they're just trying to Spook us they'll
5knk8HsQKwQ-00925-00227538-00227705 take those metal plays down later I'm
5knk8HsQKwQ-00926-00227706-00227896 sure of it I forgot what voice I did
5knk8HsQKwQ-00927-00227898-00228119 immediately all we can do now is hope
5knk8HsQKwQ-00928-00228119-00228305 for the best and prepare for the worst
5knk8HsQKwQ-00929-00228306-00228691 nothing ventured nothing gained
5knk8HsQKwQ-00930-00228692-00228965 yeah it sucks well hell it ain't like
5knk8HsQKwQ-00931-00228966-00229139 I'm scared or nothing let's just get
5knk8HsQKwQ-00932-00229140-00229408 this over with hey damn it Hey where's
5knk8HsQKwQ-00933-00229409-00229648 whoever call this year what are you
5knk8HsQKwQ-00934-00229650-00229896 thinking Mondo stop no running well
5knk8HsQKwQ-00935-00229896-00230015 [Music]
5knk8HsQKwQ-00936-00230016-00230296 I too shallow
5knk8HsQKwQ-00937-00230298-00230469 that one was actually okay
5knk8HsQKwQ-00938-00230469-00230883 [Music]
5knk8HsQKwQ-00939-00230884-00231017 [Applause]
5knk8HsQKwQ-00940-00231017-00231221 I don't see any need to do any reading
5knk8HsQKwQ-00941-00231221-00231280 door
5knk8HsQKwQ-00942-00231281-00231498 [Music]
5knk8HsQKwQ-00943-00231500-00231671 foreign
5knk8HsQKwQ-00944-00231671-00231898 still filled with uneasy dread I did
5knk8HsQKwQ-00945-00231900-00232019 what the announcement said and went to
5knk8HsQKwQ-00946-00232019-00232241 the gym and I saw what was waiting for
5knk8HsQKwQ-00947-00232242-00232379 us there
5knk8HsQKwQ-00948-00232380-00232505 all right
5knk8HsQKwQ-00949-00232506-00232775 oh it really does look like an entrance
5knk8HsQKwQ-00950-00232776-00232996 ceremony yo
5knk8HsQKwQ-00951-00232998-00233321 say told ya it's totally normal entrance
5knk8HsQKwQ-00952-00233321-00233506 ceremony stuff
5knk8HsQKwQ-00953-00233507-00233771 hero is right but in a way that just
5knk8HsQKwQ-00954-00233771-00234034 emphasized how completely not normal all
5knk8HsQKwQ-00955-00234035-00234251 of us were
5knk8HsQKwQ-00956-00234252-00234658 hello is everyone here good then let's
5knk8HsQKwQ-00957-00234659-00235013 let's things
5knk8HsQKwQ-00958-00235014-00235596 okay
5knk8HsQKwQ-00959-00235598-00235817 this video is about to be like 40
5knk8HsQKwQ-00960-00235817-00236351 minutes long
5knk8HsQKwQ-00961-00236352-00236555 hey
5knk8HsQKwQ-00962-00236556-00236737 huh
5knk8HsQKwQ-00963-00236738-00237223 teddy bear I'm not a teddy bear
5knk8HsQKwQ-00964-00237223-00237487 I am
5knk8HsQKwQ-00965-00237488-00237667 Monokuma
5knk8HsQKwQ-00966-00237667-00238144 I don't care and I am this school's
5knk8HsQKwQ-00967-00238146-00238517 Headmaster I care I totally don't want
5knk8HsQKwQ-00968-00238517-00238794 to get expelled or anything
5knk8HsQKwQ-00969-00238796-00239027 it was the strangest thing I'd ever seen
5knk8HsQKwQ-00970-00239028-00239303 right before my eyes it was what I was
5knk8HsQKwQ-00971-00239304-00239705 seeing was utterly incomprehensible
5knk8HsQKwQ-00972-00239706-00240067 [Music]
5knk8HsQKwQ-00973-00240067-00240305 such a bright voice and carefree
5knk8HsQKwQ-00974-00240306-00240563 attitude was completely out of place
5knk8HsQKwQ-00975-00240564-00240760 and all that anxiety I've been carrying
5knk8HsQKwQ-00976-00240761-00240953 with me suddenly transformed into
5knk8HsQKwQ-00977-00240954-00241279 outright fear
5knk8HsQKwQ-00978-00241280-00241498 I don't even want to read his lines
5knk8HsQKwQ-00979-00241500-00241708 because the like interjections he's
5knk8HsQKwQ-00980-00241709-00242231 doing is just perfectly fine
5knk8HsQKwQ-00981-00242232-00242398 calm down I'm sure there's just a
5knk8HsQKwQ-00982-00242400-00243010 speaker inside it hey come on now oh I
5knk8HsQKwQ-00983-00243011-00243227 actually have to choose what I told you
5knk8HsQKwQ-00984-00243228-00243798 already I'm not a teddy bear
5knk8HsQKwQ-00985-00243800-00244142 and I'm your Headmaster
5knk8HsQKwQ-00986-00244144-00244608 [Music]
5knk8HsQKwQ-00987-00244609-00244846 seriously man calm down
5knk8HsQKwQ-00988-00244848-00245027 it's probably just a remote control toy
5knk8HsQKwQ-00989-00245028-00245248 or something how
5knk8HsQKwQ-00990-00245250-00246065 to a child's
5knk8HsQKwQ-00991-00246066-00246317 my remote control system is so complex
5knk8HsQKwQ-00992-00246317-00246629 even the folks at Nasa can't recreate or
5knk8HsQKwQ-00993-00246630-00246846 even comprehend it
5knk8HsQKwQ-00994-00246848-00247123 this is hurting my throat
5knk8HsQKwQ-00995-00247123-00247379 ah but don't make me say stuff that
5knk8HsQKwQ-00996-00247380-00248032 might destroy NASA's dreams
5knk8HsQKwQ-00997-00248033-00248473 better that really you are unfortunate
5knk8HsQKwQ-00998-00248473-00248896 now then moving on we really must hurry
5knk8HsQKwQ-00999-00248898-00249160 and get started
5knk8HsQKwQ-01000-00249161-00249413 giving up already another stupid bear
5knk8HsQKwQ-01001-00249414-00249529 puns
5knk8HsQKwQ-01002-00249530-00250001 now they're quiet down now quiet down ah
5knk8HsQKwQ-01003-00250002-00250396 okay so he has abandoned the gag good
5knk8HsQKwQ-01004-00250398-00250708 morning everyone stand at attention and
5knk8HsQKwQ-01005-00250709-00251194 bow and good morning good morning
5knk8HsQKwQ-01006-00251196-00251471 it's your problem you don't have to say
5knk8HsQKwQ-01007-00251471-00251873 it back now then now then let us
5knk8HsQKwQ-01008-00251873-00252077 commence with the most noteworthy and
5knk8HsQKwQ-01009-00252078-00252425 memorable entrance ceremony first let's
5knk8HsQKwQ-01010-00252426-00252592 talk a bit about what your school life
5knk8HsQKwQ-01011-00252594-00252821 here would be like
5knk8HsQKwQ-01012-00252821-00252971 my throat is starting to hurt more and
5knk8HsQKwQ-01013-00252971-00253103 it's getting more difficult to do this
5knk8HsQKwQ-01014-00253104-00253273 voice
5knk8HsQKwQ-01015-00253273-00253744 now make no mistake you few students so
5knk8HsQKwQ-01016-00253746-00253955 full of potential represent the hope of
5knk8HsQKwQ-01017-00253956-00254075 the world
5knk8HsQKwQ-01018-00254076-00254398 and to protect such Splendid hope you
5knk8HsQKwQ-01019-00254400-00254579 will all live a communal life together
5knk8HsQKwQ-01020-00254580-00254825 solely within the confines of this
5knk8HsQKwQ-01021-00254826-00254975 school
5knk8HsQKwQ-01022-00254976-00255167 everyone will live in harmony together
5knk8HsQKwQ-01023-00255167-00255389 and adhere to the rules and regulations
5knk8HsQKwQ-01024-00255390-00255542 of the school
5knk8HsQKwQ-01025-00255542-00255781 [Music]
5knk8HsQKwQ-01026-00255782-00256103 now then regarding the end date for this
5knk8HsQKwQ-01027-00256104-00256444 communal life there isn't one
5knk8HsQKwQ-01028-00256446-00256660 in other words you'll all be here until
5knk8HsQKwQ-01029-00256661-00256931 the day you die such is the school life
5knk8HsQKwQ-01030-00256932-00257206 you've been assigned what did he just
5knk8HsQKwQ-01031-00257207-00257526 say until the day we die
5knk8HsQKwQ-01032-00257527-00257825 [Music]
5knk8HsQKwQ-01033-00257826-00257980 you're actually doing a really good job
5knk8HsQKwQ-01034-00257981-00258358 of course it hurts oh but fear not we
5knk8HsQKwQ-01035-00258359-00258592 have quite an abundant budget so you
5knk8HsQKwQ-01036-00258594-00258730 won't lack for all the common
5knk8HsQKwQ-01037-00258731-00258941 conveniences
5knk8HsQKwQ-01038-00258942-00259192 a second that's the least of our worries
5knk8HsQKwQ-01039-00259194-00259421 right now yeah what the hell you're
5knk8HsQKwQ-01040-00259421-00259553 saying I have to live here forever
5knk8HsQKwQ-01041-00259554-00259829 you're screwing with us right I am not
5knk8HsQKwQ-01042-00259830-00260129 screwing with you I am no liar of that
5knk8HsQKwQ-01043-00260130-00260460 you can be 100 sure
5knk8HsQKwQ-01044-00260461-00260741 and just for your information you're
5knk8HsQKwQ-01045-00260742-00260884 completely cut off from the outside
5knk8HsQKwQ-01046-00260885-00261173 world so you don't have to worry about
5knk8HsQKwQ-01047-00261173-00261448 that dirty dirty land Beyond these walls
5knk8HsQKwQ-01048-00261450-00261942 ever again
5knk8HsQKwQ-01049-00261944-00262195 cut off
5knk8HsQKwQ-01050-00262196-00262451 so all those metal plates all over the
5knk8HsQKwQ-01051-00262452-00262780 school
5knk8HsQKwQ-01052-00262781-00263052 they're there to keep us trapped in here
5knk8HsQKwQ-01053-00263053-00263975 [Music]
5knk8HsQKwQ-01054-00263976-00264191 put that in mind feel free to live out
5knk8HsQKwQ-01055-00264192-00264473 your life here with Reckless abandon hey
5knk8HsQKwQ-01056-00264474-00264580 come on
5knk8HsQKwQ-01057-00264581-00264803 come on what the hell is this I don't
5knk8HsQKwQ-01058-00264804-00265013 care if the school or whoever else is
5knk8HsQKwQ-01059-00265014-00265163 behind it all
5knk8HsQKwQ-01060-00265164-00265475 this is just a really bad joke yeah cut
5knk8HsQKwQ-01061-00265476-00265813 this [__] out it isn't funny anymore
5knk8HsQKwQ-01062-00265814-00266134 you keep saying this is a lie or a joke
5knk8HsQKwQ-01063-00266135-00266429 a bunch of
5knk8HsQKwQ-01064-00266430-00266687 bunch of what are you gonna do
5knk8HsQKwQ-01065-00266688-00266927 but I guess you can't help it huh you
5knk8HsQKwQ-01066-00266928-00267089 all grew up in an age where you're
5knk8HsQKwQ-01067-00267090-00267317 taught to doubt your neighbor
5knk8HsQKwQ-01068-00267318-00267569 well you have plenty of time to find out
5knk8HsQKwQ-01069-00267570-00267851 whether or not what I say is true
5knk8HsQKwQ-01070-00267852-00268103 and when that time comes you'll see with
5knk8HsQKwQ-01071-00268104-00268325 your own eyeballs that I speak the
5knk8HsQKwQ-01072-00268326-00268708 undeniable truth most unfortunate having
5knk8HsQKwQ-01073-00268709-00268979 to live here forever would be quite the
5knk8HsQKwQ-01074-00268980-00269284 problem what's this come now what's the
5knk8HsQKwQ-01075-00269285-00269560 matter with all of you you decided of
5knk8HsQKwQ-01076-00269561-00269753 your own free will to attend hope speak
5knk8HsQKwQ-01077-00269754-00269947 Academy didn't you
5knk8HsQKwQ-01078-00269948-00270239 and now before the entrance ceremony is
5knk8HsQKwQ-01079-00270240-00270425 even finished you've already decided you
5knk8HsQKwQ-01080-00270426-00270695 want to leave
5knk8HsQKwQ-01081-00270696-00270982 um oh but you know
5knk8HsQKwQ-01082-00270983-00271241 I did forget to mention one thing there
5knk8HsQKwQ-01083-00271242-00271403 is one way for you to leave the school
5knk8HsQKwQ-01084-00271404-00271756 really as Headmaster I've crafted a
5knk8HsQKwQ-01085-00271757-00271925 special clause for those of you who
5knk8HsQKwQ-01086-00271926-00272063 would like to leave
5knk8HsQKwQ-01087-00272064-00272543 call it the graduation Clause now let me
5knk8HsQKwQ-01088-00272544-00272837 tell you about this fun little rule as I
5knk8HsQKwQ-01089-00272838-00273023 mentioned in order to maintain an
5knk8HsQKwQ-01090-00273024-00273317 environment of Harmony here we rely on a
5knk8HsQKwQ-01091-00273318-00273587 communal lifestyle I am starting to
5knk8HsQKwQ-01092-00273588-00273773 break the voice and if someone were to
5knk8HsQKwQ-01093-00273774-00274025 disrupt that Harmony they and they alone
5knk8HsQKwQ-01094-00274026-00274213 would be allowed to leave the school
5knk8HsQKwQ-01095-00274214-00274510 that is that my students is the
5knk8HsQKwQ-01096-00274511-00274727 graduation Clause what do you mean by
5knk8HsQKwQ-01097-00274728-00275005 disrupt the harmony
5knk8HsQKwQ-01098-00275006-00275363 well you know if one person were to
5knk8HsQKwQ-01099-00275364-00275615 murder another
5knk8HsQKwQ-01100-00275616-00275779 murder yes
5knk8HsQKwQ-01101-00275780-00276095 dabbing strangling budgeting crushing
5knk8HsQKwQ-01102-00276096-00276389 hacking drowning igniting how you do it
5knk8HsQKwQ-01103-00276390-00276551 doesn't matter
5knk8HsQKwQ-01104-00276552-00276755 you must kill someone if you want to
5knk8HsQKwQ-01105-00276756-00277139 leave it's as simple as that the rest is
5knk8HsQKwQ-01106-00277140-00277360 up to you give it your all to achieve
5knk8HsQKwQ-01107-00277361-00277541 the best outcome in the worst way
5knk8HsQKwQ-01108-00277542-00277817 possible chill shot down my spellings
5knk8HsQKwQ-01109-00277818-00278099 you must kill someone if you want to
5knk8HsQKwQ-01110-00278100-00278410 leave as soon as I heard those words my
5knk8HsQKwQ-01111-00278411-00278651 blood went cold
5knk8HsQKwQ-01112-00278652-00278897 oh I bet that got your brain juices
5knk8HsQKwQ-01113-00278898-00279119 flowing beats the heck out of a human
5knk8HsQKwQ-01114-00279120-00279334 catching a salmon huh like I said before
5knk8HsQKwQ-01115-00279335-00279551 you guys are the hope of the world but
5knk8HsQKwQ-01116-00279552-00279821 you know taking that hope and seeing it
5knk8HsQKwQ-01117-00279822-00280030 get murdered creates a darkened shadow
5knk8HsQKwQ-01118-00280031-00280223 of despair
5knk8HsQKwQ-01119-00280224-00280577 and I just find that so darn exciting
5knk8HsQKwQ-01120-00280578-00280810 what the hell are you talking about
5knk8HsQKwQ-01121-00280811-00281165 kill each other is it's to kill each
5knk8HsQKwQ-01122-00281166-00281356 other is to kill each other I'm sure
5knk8HsQKwQ-01123-00281357-00281525 there's a dictionary here somewhere if
5knk8HsQKwQ-01124-00281526-00281734 you need it
5knk8HsQKwQ-01125-00281735-00281975 I love this guy and hate him we know
5knk8HsQKwQ-01126-00281976-00282191 what it means that's not the problem why
5knk8HsQKwQ-01127-00282192-00282484 do we have to kill each other
5knk8HsQKwQ-01128-00282485-00282658 you're blabbering on with all this
5knk8HsQKwQ-01129-00282659-00282868 nonsense just let us go home already
5knk8HsQKwQ-01130-00282869-00283303 [Music]
5knk8HsQKwQ-01131-00283304-00283715 oh elaboring could have been better yeah
5knk8HsQKwQ-01132-00283716-00283901 do you hear my voice starting to go oh
5knk8HsQKwQ-01133-00283902-00284563 Jesus
5knk8HsQKwQ-01134-00284564-00285041 you guys just don't get it do you let us
5knk8HsQKwQ-01135-00285042-00285395 go let us go you keep on saying the same
5knk8HsQKwQ-01136-00285396-00285556 thing over and over and over and over
5knk8HsQKwQ-01137-00285557-00285821 listen from this moment on this school
5knk8HsQKwQ-01138-00285822-00286279 is your home your life your world got it
5knk8HsQKwQ-01139-00286280-00286553 and you can kill as much as you want to
5knk8HsQKwQ-01140-00286554-00286882 kill so go ahead go on a kill kill and
5knk8HsQKwQ-01141-00286883-00287165 spree that is gonna sound horrible if
5knk8HsQKwQ-01142-00287166-00287363 someone were to hear me
5knk8HsQKwQ-01143-00287364-00287573 all right come on how long you gonna
5knk8HsQKwQ-01144-00287574-00287808 keep this up
5knk8HsQKwQ-01145-00287809-00288082 you got us okay you scared the hell out
5knk8HsQKwQ-01146-00288083-00288305 of us so you can go ahead and reveal the
5knk8HsQKwQ-01147-00288306-00288479 trick now
5knk8HsQKwQ-01148-00288480-00288853 reveal the trick I'm right right
5knk8HsQKwQ-01149-00288854-00289199 I'm right right yeah cause I mean you
5knk8HsQKwQ-01150-00289200-00289391 know this is also kind of trick and all
5knk8HsQKwQ-01151-00289392-00289684 right so I like dude shut the hell up
5knk8HsQKwQ-01152-00289685-00289919 and get out of my way shoving hero side
5knk8HsQKwQ-01153-00289920-00290056 Mondo placed himself in front of
5knk8HsQKwQ-01154-00290057-00290260 Monokuma his voice rumbling like thunder
5knk8HsQKwQ-01155-00290261-00290501 you're [__] dead listen up [__]
5knk8HsQKwQ-01156-00290502-00290747 this shit's gone way too far what the
5knk8HsQKwQ-01157-00290748-00290987 hell kind of joke is this what's the
5knk8HsQKwQ-01158-00290988-00291089 matter
5knk8HsQKwQ-01159-00291090-00291317 what's the matter joke
5knk8HsQKwQ-01160-00291318-00291525 in like your hair
5knk8HsQKwQ-01161-00291526-00291767 [Applause]
5knk8HsQKwQ-01162-00291768-00291995 I'm not screaming screaming Mondo roared
5knk8HsQKwQ-01163-00291996-00292229 out and then there was a sudden boom it
5knk8HsQKwQ-01164-00292230-00292379 was the sound of the floorboards as he
5knk8HsQKwQ-01165-00292380-00292553 kicked off and launched himself into the
5knk8HsQKwQ-01166-00292554-00292829 air he flew at Monokuma fasting straight
5knk8HsQKwQ-01167-00292830-00293167 As opponent he locked onto his Target
5knk8HsQKwQ-01168-00293168-00293656 and gets
5knk8HsQKwQ-01169-00293657-00293879 piece of [__] I don't know if you're a
5knk8HsQKwQ-01170-00293880-00294106 toy or a stuffed animal or whatever the
5knk8HsQKwQ-01171-00294107-00294347 hell either way I'm gonna rip you to
5knk8HsQKwQ-01172-00294348-00294658 [__] shreds what the violence against
5knk8HsQKwQ-01173-00294659-00294869 the Headmaster is in violation of school
5knk8HsQKwQ-01174-00294870-00295229 regulations shut the [__] up let me out
5knk8HsQKwQ-01175-00295230-00295727 of here I swear to Christ
5knk8HsQKwQ-01176-00295728-00296008 hey damn it what no smart ass come back
5knk8HsQKwQ-01177-00296009-00296249 this time stop that goddamn beeping and
5knk8HsQKwQ-01178-00296250-00296482 say something watch out watch out get
5knk8HsQKwQ-01179-00296483-00296789 rid of it huh
5knk8HsQKwQ-01180-00296790-00296980 hurry up and throw it I don't know if
5knk8HsQKwQ-01181-00296981-00297184 her ferocity stunned him into silence or
5knk8HsQKwQ-01182-00297185-00297347 what but without a word he did what he
5knk8HsQKwQ-01183-00297348-00297671 was told he threw Monokuma and as soon
5knk8HsQKwQ-01184-00297672-00298517 as he did
5knk8HsQKwQ-01185-00298518-00298721 your [__] wasn't was a joke it blew the
5knk8HsQKwQ-01186-00298722-00298919 hell up there was a painful ringing in
5knk8HsQKwQ-01187-00298920-00299177 my ears and I could smell gunpowder
5knk8HsQKwQ-01188-00299178-00299380 explosions might happen all the time in
5knk8HsQKwQ-01189-00299381-00299567 movies or whatever but when it's in real
5knk8HsQKwQ-01190-00299568-00299879 life I'd never seen anything like it but
5knk8HsQKwQ-01191-00299880-00300058 you know I mean it's a teddy bear it's
5knk8HsQKwQ-01192-00300059-00300419 been destroyed right hey I told you I'm
5knk8HsQKwQ-01193-00300420-00300763 not a teddy bear I'm
5knk8HsQKwQ-01194-00300764-00301105 I'm Gonna Keep on doing it that way
5knk8HsQKwQ-01195-00301106-00301595 hey dudes what there's another one you
5knk8HsQKwQ-01196-00301596-00301829 son of a [__] you seriously tried to
5knk8HsQKwQ-01197-00301830-00302143 kill me just now of course
5knk8HsQKwQ-01198-00302144-00302501 I don't even want to read well yes I was
5knk8HsQKwQ-01199-00302502-00302747 serious about trying to kill you you did
5knk8HsQKwQ-01200-00302748-00302921 violate one of the school regulations
5knk8HsQKwQ-01201-00302922-00303130 after all I'll let you off with a
5knk8HsQKwQ-01202-00303131-00303389 warning this time but you'd better be
5knk8HsQKwQ-01203-00303390-00303641 careful from now on any naughty boy or
5knk8HsQKwQ-01204-00303642-00303880 girl who violates my rules won't get off
5knk8HsQKwQ-01205-00303881-00304121 with just a little SWAT on the butt hey
5knk8HsQKwQ-01206-00304122-00304343 does that mean there's like a bunch more
5knk8HsQKwQ-01207-00304344-00304651 of you around somewhere
5knk8HsQKwQ-01208-00304652-00304901 have been placed all throughout the
5knk8HsQKwQ-01209-00304902-00305056 school yes
5knk8HsQKwQ-01210-00305057-00305303 plus don't forget the surveillance
5knk8HsQKwQ-01211-00305304-00305554 cameras installed everywhere
5knk8HsQKwQ-01212-00305555-00305795 and if you're caught breaking any rules
5knk8HsQKwQ-01213-00305796-00306034 well you all just saw what happened
5knk8HsQKwQ-01214-00306035-00306247 right
5knk8HsQKwQ-01215-00306248-00306521 and I won't be so forgiving with my
5knk8HsQKwQ-01216-00306522-00306808 punishment next time so don't let it
5knk8HsQKwQ-01217-00306809-00307060 happen again that's not even punishment
5knk8HsQKwQ-01218-00307061-00307487 that's just wrong now then lastly to
5knk8HsQKwQ-01219-00307488-00307739 commemorate your joyous entry into our
5knk8HsQKwQ-01220-00307740-00308130 school I have a little something for you
5knk8HsQKwQ-01221-00308131-00308429 tada this is our official student
5knk8HsQKwQ-01222-00308430-00308656 handbook pretty cool huh
5knk8HsQKwQ-01223-00308657-00308956 as you can see it's fully digital so
5knk8HsQKwQ-01224-00308957-00309353 naturally we call it the E handbook I am
5knk8HsQKwQ-01225-00309354-00309623 yeah well moving on this handbook is
5knk8HsQKwQ-01226-00309624-00309832 absolutely vital to a healthy school
5knk8HsQKwQ-01227-00309833-00310097 life so don't lose it when you start it
5knk8HsQKwQ-01228-00310098-00310354 up it will display your name always make
5knk8HsQKwQ-01229-00310355-00310589 sure you have the right one now if this
5knk8HsQKwQ-01230-00310590-00310847 is not your everyday notebook it has so
5knk8HsQKwQ-01231-00310848-00311051 many more uses than that also it's
5knk8HsQKwQ-01232-00311052-00311297 completely waterproof Splash it wash it
5knk8HsQKwQ-01233-00311298-00311560 drown it it'll keep on ticking and
5knk8HsQKwQ-01234-00311561-00311795 thanks to its Space Age design it can
5knk8HsQKwQ-01235-00311796-00312017 withstand an impact force of up to 10
5knk8HsQKwQ-01236-00312018-00312365 tons very resistant it contains all of
5knk8HsQKwQ-01237-00312366-00312575 our school regulations so make sure you
5knk8HsQKwQ-01238-00312576-00312797 review them thoroughly my throat hurts
5knk8HsQKwQ-01239-00312798-00313006 so [__] bad right now you'll hear me
5knk8HsQKwQ-01240-00313007-00313241 say this a lot but any violation of
5knk8HsQKwQ-01241-00313242-00313691 school regulations will not be tolerated
5knk8HsQKwQ-01242-00313692-00314045 yes but they also protect Society for
5knk8HsQKwQ-01243-00314046-00314284 example would be utter chaos without
5knk8HsQKwQ-01244-00314285-00314675 laws yes indeed the same thing applies
5knk8HsQKwQ-01245-00314676-00314897 here which is why it's crucial we have
5knk8HsQKwQ-01246-00314898-00315047 strict punishments in place for
5knk8HsQKwQ-01247-00315048-00315353 violators okay well that brings our
5knk8HsQKwQ-01248-00315354-00315629 engine ceremony to a close bye-bye
5knk8HsQKwQ-01249-00315630-00315887 is enjoy your abundantly dreary school
5knk8HsQKwQ-01250-00315888-00316192 life and see ya
5knk8HsQKwQ-01251-00316193-00316330 [Music]
5knk8HsQKwQ-01252-00316331-00316595 that he was gone leaving us all in a
5knk8HsQKwQ-01253-00316596-00316919 State of Shock so guys how would you
5knk8HsQKwQ-01254-00316920-00317141 define what we just experienced what the
5knk8HsQKwQ-01255-00317142-00317375 crap how
5knk8HsQKwQ-01256-00317376-00317669 I don't understand any of this we have
5knk8HsQKwQ-01257-00317670-00318245 to live here forever or kill
5knk8HsQKwQ-01258-00318246-00318503 what just happened everyone we need to
5knk8HsQKwQ-01259-00318504-00318737 just calm down curse let's just take a
5knk8HsQKwQ-01260-00318738-00318893 second to summarize everything we just
5knk8HsQKwQ-01261-00318894-00319139 heard based on what monachuma said we
5knk8HsQKwQ-01262-00319140-00319343 essentially have two choices choice
5knk8HsQKwQ-01263-00319344-00319547 number one is that we each stay here
5knk8HsQKwQ-01264-00319548-00319799 living a communal life together until
5knk8HsQKwQ-01265-00319800-00320063 the day we die and the other choices who
5knk8HsQKwQ-01266-00320064-00320219 wants to get past if you're alive you
5knk8HsQKwQ-01267-00320220-00320458 have to kill someone right but killing
5knk8HsQKwQ-01268-00320459-00320863 someone that's
5knk8HsQKwQ-01269-00320864-00321119 we were abducted out of nowhere and
5knk8HsQKwQ-01270-00321120-00321299 stuffed into this placement to look like
5knk8HsQKwQ-01271-00321300-00321545 a school and now we're supposed to start
5knk8HsQKwQ-01272-00321546-00321913 killing each other
5knk8HsQKwQ-01273-00321914-00322223 what is this what is this a wise what it
5knk8HsQKwQ-01274-00322224-00322421 is all these ridiculous things we've
5knk8HsQKwQ-01275-00322422-00322684 heard if this all has to be fake right
5knk8HsQKwQ-01276-00322685-00322817 now it doesn't really matter if it's
5knk8HsQKwQ-01277-00322818-00323075 real or fake what matters is so in other
5knk8HsQKwQ-01278-00323076-00323219 words is there anyone here who is
5knk8HsQKwQ-01279-00323220-00323519 seriously considering all this
5knk8HsQKwQ-01280-00323520-00323860 to that nobody had a response
5knk8HsQKwQ-01281-00323861-00324071 keeping quiet myself I looked around at
5knk8HsQKwQ-01282-00324072-00324182 the others
5knk8HsQKwQ-01283-00324183-00324617 [Music]
5knk8HsQKwQ-01284-00324618-00324808 they all stared at one another trying to
5knk8HsQKwQ-01285-00324809-00324965 gauge each other's thoughts I could
5knk8HsQKwQ-01286-00324966-00325156 almost taste the hostility and that's
5knk8HsQKwQ-01287-00325157-00325367 when it hit me I realized the true
5knk8HsQKwQ-01288-00325368-00325565 Terror hidden within the rules Monokuma
5knk8HsQKwQ-01289-00325566-00325841 had laid out you must kill someone if
5knk8HsQKwQ-01290-00325842-00326039 you want to leave those words had
5knk8HsQKwQ-01291-00326040-00326254 planted vicious thoughts deep within
5knk8HsQKwQ-01292-00326255-00326525 each of us each of us became suspicious
5knk8HsQKwQ-01293-00326526-00326777 of everyone else we were forced to
5knk8HsQKwQ-01294-00326778-00327089 wonder is someone going to portray us
5knk8HsQKwQ-01295-00327090-00327317 and that was how my new school life
5knk8HsQKwQ-01296-00327318-00327413 began
5knk8HsQKwQ-01297-00327414-00327610 this school which had come out of
5knk8HsQKwQ-01298-00327611-00327887 nowhere to raise my hopes so high is not
5knk8HsQKwQ-01299-00327888-00328121 a school of hope it's
5knk8HsQKwQ-01300-00328122-00328391 it's School of Despair prologue welcome
5knk8HsQKwQ-01301-00328392-00328708 to despair
5knk8HsQKwQ-01302-00328709-00328854 the end
5knk8HsQKwQ-01303-00328855-00329225 surviving students 15 to be continued
5knk8HsQKwQ-01304-00329226-00330689 [Music]
5knk8HsQKwQ-01305-00330690-00330948 [Music]
5l6VGcMVCJ0-00000-00000000-00000371 I can't believe it a real burr make it
5l6VGcMVCJ0-00001-00000372-00000743 you make it to watch your Fred my bro
5l6VGcMVCJ0-00002-00000744-00000956 now let us know how much you know which
5l6VGcMVCJ0-00003-00000957-00001237 is the shop Oh
5l6VGcMVCJ0-00004-00001238-00001672 ah that guy very good now force masking
5l6VGcMVCJ0-00005-00001673-00002146 command the sous-chef there sue is
5l6VGcMVCJ0-00006-00002147-00002385 responsible for the kitchen but the chef
5l6VGcMVCJ0-00007-00002386-00002674 is not around as saucier internship
5l6VGcMVCJ0-00008-00002675-00002965 sauces they're important chef to party
5l6VGcMVCJ0-00009-00002966-00003226 Demi chef de Partie both important
5l6VGcMVCJ0-00010-00003227-00003750 we cleaner cooks very ah girl crap now
5l6VGcMVCJ0-00011-00003751-00003868 perfect
5l6VGcMVCJ0-00012-00003869-00004342 Oh him is nobody nobody has pop-up the
5l6VGcMVCJ0-00013-00004343-00004591 kitchen his lungs war or something he
5l6VGcMVCJ0-00014-00004592-00004753 washes dishes or takes out the garbage
5l6VGcMVCJ0-00015-00004754-00005230 he doesn't cool bottle cool no how do
5l6VGcMVCJ0-00016-00005231-00005527 you know but all I say anyone can cook
5l6VGcMVCJ0-00017-00005528-00005866 well yeah anyone can that does mean did
5l6VGcMVCJ0-00018-00005867-00006100 anyone shoot well that's not something
5l6VGcMVCJ0-00019-00006101-00006559 ham
5l6VGcMVCJ0-00020-00006559-00006892 no no this is terrible
5l6VGcMVCJ0-00021-00006893-00007228 he's his oh he's ruining the zoo and
5l6VGcMVCJ0-00022-00007229-00007525 nobody's noticing it is your restaurant
5l6VGcMVCJ0-00023-00007526-00007984 do something walking I do I'm sure but
5l6VGcMVCJ0-00024-00007984-00008254 she is ruined
5nAEtn37acg-00000-00000634-00001015 [Music]
5nAEtn37acg-00001-00001016-00001135 what is good everybody welcome back to
5nAEtn37acg-00002-00001136-00001319 another modern toys video today ladies
5nAEtn37acg-00003-00001320-00001478 and gentlemen we are back again with
5nAEtn37acg-00004-00001479-00001679 another brand new wwe elite figure
5nAEtn37acg-00005-00001680-00001934 review on the brand new elite series 89
5nAEtn37acg-00006-00001935-00002231 bobby lashley and drew mcintyre i don't
5nAEtn37acg-00007-00002232-00002399 know why i felt like these guys would
5nAEtn37acg-00008-00002400-00002575 should be the first two to review i kind
5nAEtn37acg-00009-00002576-00002687 of felt like you know they're the
5nAEtn37acg-00010-00002688-00002895 biggest names you know damien priest and
5nAEtn37acg-00011-00002896-00003063 the rest of the wave are very good but i
5nAEtn37acg-00012-00003064-00003191 felt like we should start off with you
5nAEtn37acg-00013-00003192-00003422 know not only two former world champions
5nAEtn37acg-00014-00003423-00003622 two former wwe champions and i felt like
5nAEtn37acg-00015-00003623-00003799 this was a pretty good two in one here
5nAEtn37acg-00016-00003800-00004038 guys we have elite 89 bobby lashley and
5nAEtn37acg-00017-00004039-00004199 drew mcintyre very excited to get into
5nAEtn37acg-00018-00004200-00004319 it you guys can see the brand new
5nAEtn37acg-00019-00004320-00004495 packaging and you guys can kind of see
5nAEtn37acg-00020-00004496-00004615 why people are annoyed with this
5nAEtn37acg-00021-00004616-00004799 packaging like look at the logo kind of
5nAEtn37acg-00022-00004800-00004959 coming down in bobby's face a little bit
5nAEtn37acg-00023-00004960-00005159 there so i can see where they they may
5nAEtn37acg-00024-00005160-00005351 have like been able to shrunk this down
5nAEtn37acg-00025-00005352-00005479 a little bit but it's not the biggest
5nAEtn37acg-00026-00005480-00005638 deal i still dig the packaging i don't
5nAEtn37acg-00027-00005639-00005854 know why i expected the box to be a
5nAEtn37acg-00028-00005855-00005999 different color than the top picks but
5nAEtn37acg-00029-00006000-00006143 we still have the blue and red which
5nAEtn37acg-00030-00006144-00006343 looks really good wwe logo you got the
5nAEtn37acg-00031-00006344-00006486 front viewing windows there guys if you
5nAEtn37acg-00032-00006487-00006670 would like to pick up elite series 89 or
5nAEtn37acg-00033-00006672-00006942 any brand new wwe aew or any other
5nAEtn37acg-00034-00006943-00007127 wrestling action figure accessories go
5nAEtn37acg-00035-00007128-00007287 over to ringside collectibles use promo
5nAEtn37acg-00036-00007288-00007446 code md toys to save yourselves 10
5nAEtn37acg-00037-00007447-00007631 percent always appreciate you guys using
5nAEtn37acg-00038-00007631-00007823 the code it means an absolute ton to me
5nAEtn37acg-00039-00007823-00007983 and you guys are awesome for using that
5nAEtn37acg-00040-00007984-00008127 but here we go man two of the better
5nAEtn37acg-00041-00008128-00008327 figures in the set probably at least at
5nAEtn37acg-00042-00008328-00008503 face value just looking at them you guys
5nAEtn37acg-00043-00008504-00008735 can see the nice little sports lithic
5nAEtn37acg-00044-00008736-00008983 font down there great viewing window on
5nAEtn37acg-00045-00008984-00009095 the side of the packaging you get an
5nAEtn37acg-00046-00009096-00009239 image of it there i think these would
5nAEtn37acg-00047-00009240-00009406 look great on a shelf next to each other
5nAEtn37acg-00048-00009407-00009591 with the way they're displaying this on
5nAEtn37acg-00049-00009592-00009727 the back you do have a little bio read
5nAEtn37acg-00050-00009728-00009863 of both if you'd like to read it you can
5nAEtn37acg-00051-00009864-00010039 pause it now rest of the figures in the
5nAEtn37acg-00052-00010040-00010263 wave a great image of both the men there
5nAEtn37acg-00053-00010264-00010414 other side it does have their names
5nAEtn37acg-00054-00010415-00010599 sideways you got the truffex logo you've
5nAEtn37acg-00055-00010600-00010799 got the certified authentic sticker
5nAEtn37acg-00056-00010800-00010959 actually on the side now instead of big
5nAEtn37acg-00057-00010960-00011103 and bulky on the front which a lot of
5nAEtn37acg-00058-00011104-00011278 people appreciate it but that pretty
5nAEtn37acg-00059-00011279-00011478 much wraps up the packaging for drew
5nAEtn37acg-00060-00011479-00011638 mcintyre and bobby lashley man so with
5nAEtn37acg-00061-00011639-00011791 that being said let's crack them open
5nAEtn37acg-00062-00011792-00012199 and find out how damn good they are
5nAEtn37acg-00063-00012200-00012327 all right guys here's bobby lashley and
5nAEtn37acg-00064-00012328-00012527 drew mcintyre out of the packaging and
5nAEtn37acg-00065-00012528-00012783 damn brad this is good football man this
5nAEtn37acg-00066-00012784-00012927 is really good football i'm enjoying
5nAEtn37acg-00067-00012928-00013086 these very much so far out of the
5nAEtn37acg-00068-00013087-00013230 packaging i'm enjoying posing them
5nAEtn37acg-00069-00013231-00013430 around it's really good stuff like can't
5nAEtn37acg-00070-00013431-00013622 recommend them enough already honestly
5nAEtn37acg-00071-00013623-00013775 like uh just really good stuff can't
5nAEtn37acg-00072-00013776-00013903 wait to see where we come in at the
5nAEtn37acg-00073-00013904-00014071 ranking of course but what we're gonna
5nAEtn37acg-00074-00014072-00014199 do first guys is take a closer look at
5nAEtn37acg-00075-00014200-00014351 bobby lashley's accessories and then
5nAEtn37acg-00076-00014352-00014486 bobby lashley and then we'll run it back
5nAEtn37acg-00077-00014487-00014591 and take a closer look at drew
5nAEtn37acg-00078-00014591-00014815 mcintyre's accessories and drew mcintyre
5nAEtn37acg-00079-00014816-00014919 so with that being said ladies and
5nAEtn37acg-00080-00014919-00015135 gentlemen let's get into mr hurt
5nAEtn37acg-00081-00015136-00015327 business himself so for bobby lashley's
5nAEtn37acg-00082-00015328-00015438 accessories man you're probably
5nAEtn37acg-00083-00015440-00015591 wondering mdt why the hell are these
5nAEtn37acg-00084-00015591-00015775 figures here well brad it's because uh
5nAEtn37acg-00085-00015776-00015958 this is all he comes with he doesn't
5nAEtn37acg-00086-00015959-00016119 come with interchangeable hands at least
5nAEtn37acg-00087-00016119-00016286 i couldn't find any i didn't see any
5nAEtn37acg-00088-00016287-00016479 interchangeable hands in the packaging i
5nAEtn37acg-00089-00016480-00016671 you know i went back and looked i don't
5nAEtn37acg-00090-00016672-00016894 think he comes with any interchangeable
5nAEtn37acg-00091-00016895-00017079 hands which is kind of insane really
5nAEtn37acg-00092-00017080-00017230 when you think about it when you truly
5nAEtn37acg-00093-00017231-00017350 sit back and think about it i mean you
5nAEtn37acg-00094-00017351-00017486 can go back and look at the mock images
5nAEtn37acg-00095-00017487-00017639 man you can just see the segment right
5nAEtn37acg-00096-00017640-00017783 before this this is all it comes with a
5nAEtn37acg-00097-00017784-00018007 nice wwe championship and that is it
5nAEtn37acg-00098-00018008-00018207 we've seen this a lot of times so yeah
5nAEtn37acg-00099-00018208-00018422 wwe title and that is it for your bobeth
5nAEtn37acg-00100-00018423-00018583 lashley and then getting into bobby
5nAEtn37acg-00101-00018584-00018719 lashley himself man starting out with
5nAEtn37acg-00102-00018720-00018943 the head sculpt i really like the shape
5nAEtn37acg-00103-00018944-00019158 of it i just think that it's off because
5nAEtn37acg-00104-00019159-00019422 he's looking slightly to the right why
5nAEtn37acg-00105-00019423-00019647 is he looking to the right now when i do
5nAEtn37acg-00106-00019648-00019799 it like say bobby lashley wanted to cut
5nAEtn37acg-00107-00019800-00019958 a sick ass promo or something like that
5nAEtn37acg-00108-00019959-00020175 on mdt live i'm gonna have to angle it
5nAEtn37acg-00109-00020176-00020399 like some weird thing just to get him to
5nAEtn37acg-00110-00020400-00020550 look and look he's still kind of looking
5nAEtn37acg-00111-00020551-00020711 off there but i like the pissed off
5nAEtn37acg-00112-00020712-00020871 expression i've been waiting on a heel
5nAEtn37acg-00113-00020872-00021055 slash pissed off lashley for a while we
5nAEtn37acg-00114-00021056-00021343 got one with jax this one looks okay i
5nAEtn37acg-00115-00021344-00021550 like the you know i think the the the
5nAEtn37acg-00116-00021551-00021639 facial
5nAEtn37acg-00117-00021640-00021767 i think the likeness is there i don't
5nAEtn37acg-00118-00021768-00021911 have any problems with that but he's
5nAEtn37acg-00119-00021912-00022039 looking off to the right and that really
5nAEtn37acg-00120-00022040-00022175 bothers me i wish he was looking
5nAEtn37acg-00121-00022176-00022367 straight ahead i might repaint the eyes
5nAEtn37acg-00122-00022368-00022494 but i don't want to mess him up i don't
5nAEtn37acg-00123-00022495-00022686 know what i'll do but i do like the head
5nAEtn37acg-00124-00022687-00022847 sculpt i just wish it wasn't looking off
5nAEtn37acg-00125-00022848-00022983 to the right the likeness is very nice
5nAEtn37acg-00126-00022984-00023150 though great torso choice for bobby
5nAEtn37acg-00127-00023151-00023358 lashley he's absolutely massive in jack
5nAEtn37acg-00128-00023359-00023494 same thing for the arms and the
5nAEtn37acg-00129-00023495-00023671 shoulders i love the like new shoulders
5nAEtn37acg-00130-00023672-00023807 that we're getting here he does have
5nAEtn37acg-00131-00023808-00023983 double jointed arms which are freaking
5nAEtn37acg-00132-00023984-00024214 beautiful i i that'll never get old they
5nAEtn37acg-00133-00024215-00024342 are pinless so i don't think you could
5nAEtn37acg-00134-00024343-00024511 switch anything off if you wanted to he
5nAEtn37acg-00135-00024512-00024678 does have one right elbow pad there and
5nAEtn37acg-00136-00024679-00024822 then he has the black hand tape going
5nAEtn37acg-00137-00024823-00024950 down into the tights he does have the
5nAEtn37acg-00138-00024951-00025103 hurt business types which is pretty much
5nAEtn37acg-00139-00025104-00025294 the update here for the lashley they did
5nAEtn37acg-00140-00025295-00025430 just get back together so that's nice
5nAEtn37acg-00141-00025431-00025558 you have the black and gold here which
5nAEtn37acg-00142-00025559-00025758 is coming across more bronze in person
5nAEtn37acg-00143-00025760-00025911 but on camera it looks a little bit more
5nAEtn37acg-00144-00025912-00026094 yellowy gold her business logo there
5nAEtn37acg-00145-00026095-00026279 which is nice you have the lashley logo
5nAEtn37acg-00146-00026280-00026455 over here no knee pads or anything i
5nAEtn37acg-00147-00026456-00026574 think it would be really cool to see a
5nAEtn37acg-00148-00026575-00026743 shelton benjamin and cedric alexander in
5nAEtn37acg-00149-00026744-00026935 her business gear but this is a really
5nAEtn37acg-00150-00026936-00027111 sick piece too man they finally gave us
5nAEtn37acg-00151-00027112-00027343 newly sculpted boots with all the straps
5nAEtn37acg-00152-00027344-00027511 these are accurate boots to bobby
5nAEtn37acg-00153-00027512-00027646 lashley he's got like all the different
5nAEtn37acg-00154-00027647-00027783 straps going on with the white on the
5nAEtn37acg-00155-00027783-00027935 sides you can put these on batista you
5nAEtn37acg-00156-00027936-00028095 can put these on ziggler i mean you got
5nAEtn37acg-00157-00028095-00028231 some good options here man hopefully
5nAEtn37acg-00158-00028232-00028367 they continue with this mold on
5nAEtn37acg-00159-00028368-00028558 different figures but damn i like these
5nAEtn37acg-00160-00028560-00028767 a lot it's it's finally time we got some
5nAEtn37acg-00161-00028768-00029007 actual sculpted boots that are uh the
5nAEtn37acg-00162-00029008-00029174 ones that he wears so that is freaking
5nAEtn37acg-00163-00029175-00029302 awesome but that pretty much wraps up
5nAEtn37acg-00164-00029304-00029462 bobby lashley man love the figure i
5nAEtn37acg-00165-00029463-00029614 think it's great it feels really good in
5nAEtn37acg-00166-00029616-00029783 the hand it has great possibility it is
5nAEtn37acg-00167-00029783-00029943 on ball joints his first figure was on
5nAEtn37acg-00168-00029944-00030127 ball joint so this bobby lashley kicks
5nAEtn37acg-00169-00030127-00030287 all the ass and for your bobby lexington
5nAEtn37acg-00170-00030288-00030439 comparisons guys here is the new elite
5nAEtn37acg-00171-00030439-00030718 89 and then i have a few versions of the
5nAEtn37acg-00172-00030719-00030927 elite 69 right i have this custom fix up
5nAEtn37acg-00173-00030927-00031111 here with like the white boots which are
5nAEtn37acg-00174-00031112-00031262 similar to the ones he's wearing here
5nAEtn37acg-00175-00031263-00031527 just kind of a fix up a tire you have my
5nAEtn37acg-00176-00031527-00031711 other like biker trunks fixed up here
5nAEtn37acg-00177-00031712-00031855 with the batista boots which i really
5nAEtn37acg-00178-00031856-00032070 love and then you have the stock version
5nAEtn37acg-00179-00032072-00032255 of elite 69 lashley you guys can see the
5nAEtn37acg-00180-00032256-00032446 different changes we made but all in all
5nAEtn37acg-00181-00032447-00032631 man really enjoyed the bobby lashleys i
5nAEtn37acg-00182-00032632-00032751 think the last head scope was really
5nAEtn37acg-00183-00032752-00032951 good his last figure was damn good man
5nAEtn37acg-00184-00032952-00033174 elite series 69 arguably the best set
5nAEtn37acg-00185-00033175-00033439 ever and here he is a part of lee 89 20
5nAEtn37acg-00186-00033440-00033679 series later and uh the wave is i don't
5nAEtn37acg-00187-00033680-00033839 know if it's just as good but it's damn
5nAEtn37acg-00188-00033840-00034062 good too so really good wave both times
5nAEtn37acg-00189-00034063-00034215 bobby lashley's been featured so anytime
5nAEtn37acg-00190-00034216-00034383 there's a main elite line bobby lashley
5nAEtn37acg-00191-00034384-00034518 the whole set's probably going to melt
5nAEtn37acg-00192-00034519-00034695 the faces off but uh you guys can see
5nAEtn37acg-00193-00034696-00034823 the differences there this does have
5nAEtn37acg-00194-00034824-00035039 single jointed arms i might add some
5nAEtn37acg-00195-00035040-00035167 knee pads to this guy just because i
5nAEtn37acg-00196-00035168-00035311 like to look better than the no knee
5nAEtn37acg-00197-00035312-00035495 pads but i'm enjoying the lashley man i
5nAEtn37acg-00198-00035496-00035607 just wish he wasn't looking off to the
5nAEtn37acg-00199-00035608-00035767 right dead gum all right guys so for
5nAEtn37acg-00200-00035768-00035927 drew mcintyre's accessories he comes
5nAEtn37acg-00201-00035928-00036095 with a lot i think they took all of
5nAEtn37acg-00202-00036096-00036335 bobby lashley's like accessory money and
5nAEtn37acg-00203-00036336-00036502 gave it to drew mcintyre so starting out
5nAEtn37acg-00204-00036503-00036687 first guys we do have his signature kilt
5nAEtn37acg-00205-00036688-00036839 here and it does have the nice scottish
5nAEtn37acg-00206-00036840-00037007 flags on there the scottish kind of
5nAEtn37acg-00207-00037008-00037223 plaid looking colors there he has this
5nAEtn37acg-00208-00037224-00037351 chain metal thing coming down the front
5nAEtn37acg-00209-00037352-00037543 it is just sculpted on but it is a nice
5nAEtn37acg-00210-00037544-00037695 piece it does clasp in the back it's got
5nAEtn37acg-00211-00037696-00037855 a little baggie on the back or a pouch
5nAEtn37acg-00212-00037856-00037967 right there which is really cool you
5nAEtn37acg-00213-00037968-00038127 guys saw it on the figure already which
5nAEtn37acg-00214-00038128-00038271 is really nice i think it's cool you
5nAEtn37acg-00215-00038272-00038407 know it's not cloth but i don't think it
5nAEtn37acg-00216-00038408-00038590 has to be i think it gets the job done
5nAEtn37acg-00217-00038591-00038799 we also have his entrance sword which is
5nAEtn37acg-00218-00038800-00038967 really sick and taking a closer look
5nAEtn37acg-00219-00038968-00039087 here you guys can see like all the
5nAEtn37acg-00220-00039088-00039223 different sculpts on the handle and
5nAEtn37acg-00221-00039224-00039343 stuff like that you got the brown handle
5nAEtn37acg-00222-00039344-00039583 you got the silver going on gold details
5nAEtn37acg-00223-00039584-00039743 as well as you guys can see it's not
5nAEtn37acg-00224-00039744-00039943 like sharp or anything like that like i
5nAEtn37acg-00225-00039944-00040143 mean if you really tried maybe but it's
5nAEtn37acg-00226-00040144-00040271 not that sharp so you don't have to
5nAEtn37acg-00227-00040272-00040423 worry about anything like that really
5nAEtn37acg-00228-00040424-00040590 nice sword accessory man and he holds it
5nAEtn37acg-00229-00040591-00040727 pretty good as well you know you just
5nAEtn37acg-00230-00040728-00040871 gotta squeeze it in between the hand
5nAEtn37acg-00231-00040872-00041007 there or you can just push it all the
5nAEtn37acg-00232-00041008-00041151 way through so there's the hand holding
5nAEtn37acg-00233-00041152-00041279 the sword so it does hold the sword
5nAEtn37acg-00234-00041280-00041423 really really nicely which you love to
5nAEtn37acg-00235-00041424-00041583 see outside of that guys he does come
5nAEtn37acg-00236-00041584-00041743 with interchangeable mic holding hands
5nAEtn37acg-00237-00041744-00041951 which are beautiful he also comes with
5nAEtn37acg-00238-00041952-00042167 claymore hands or you guys know sitting
5nAEtn37acg-00239-00042168-00042383 on the throne slash slapping the leg for
5nAEtn37acg-00240-00042384-00042543 the claymore all those different things
5nAEtn37acg-00241-00042544-00042711 or even the pose on the turnbuckle and
5nAEtn37acg-00242-00042712-00042879 then he also has these gauntlets with
5nAEtn37acg-00243-00042880-00043095 the with the silver little uh plates on
5nAEtn37acg-00244-00043096-00043207 there which is really nice and all you
5nAEtn37acg-00245-00043208-00043462 got to do is take his arm and just you
5nAEtn37acg-00246-00043463-00043583 know push it on there like a roman
5nAEtn37acg-00247-00043584-00043758 reigns gauntlet which is really cool so
5nAEtn37acg-00248-00043759-00043943 this this drew mcintyre is all the kinds
5nAEtn37acg-00249-00043944-00044102 of fire man all the accessories he comes
5nAEtn37acg-00250-00044103-00044302 with and stuff i think this is uh this
5nAEtn37acg-00251-00044303-00044487 is just phenomenal great entrance gear
5nAEtn37acg-00252-00044488-00044623 and it makes it not for a you know drew
5nAEtn37acg-00253-00044624-00044743 mcatow usually doesn't come with
5nAEtn37acg-00254-00044744-00044927 anything so to see him come with all the
5nAEtn37acg-00255-00044928-00045071 this entrance gear and all this
5nAEtn37acg-00256-00045072-00045246 different stuff is really sweet alright
5nAEtn37acg-00257-00045247-00045358 guys so taking a closer look at drew
5nAEtn37acg-00258-00045359-00045551 mcintyre at the head sculpt now i'm
5nAEtn37acg-00259-00045552-00045718 gonna be honest with you man i thought
5nAEtn37acg-00260-00045719-00045879 this head scope looked way better in the
5nAEtn37acg-00261-00045880-00046046 promo pics i don't know what's off about
5nAEtn37acg-00262-00046047-00046199 mine it just kind of is missing some
5nAEtn37acg-00263-00046200-00046358 likeness like it kind of looks kevin
5nAEtn37acg-00264-00046359-00046623 nashy and it has like a i don't know am
5nAEtn37acg-00265-00046624-00046839 i like i don't know i i don't know i
5nAEtn37acg-00266-00046840-00046983 don't think this is the best head sculpt
5nAEtn37acg-00267-00046984-00047230 they've made i did when i saw the uh the
5nAEtn37acg-00268-00047231-00047415 render image and i did when i saw the
5nAEtn37acg-00269-00047416-00047599 impact gym like the promo images that we
5nAEtn37acg-00270-00047600-00047758 took a look at the other day on the
5nAEtn37acg-00271-00047759-00047951 channel i thought that this figure
5nAEtn37acg-00272-00047952-00048143 looked a lot better in the face but i am
5nAEtn37acg-00273-00048144-00048311 not getting that right here i think that
5nAEtn37acg-00274-00048312-00048486 he has other better head sculpts as far
5nAEtn37acg-00275-00048487-00048671 as likeness but i want to like this head
5nAEtn37acg-00276-00048672-00048839 sculpt i don't hate this head sculpt but
5nAEtn37acg-00277-00048840-00049039 i think that his other head sculpts are
5nAEtn37acg-00278-00049040-00049199 more superior i think at least that's
5nAEtn37acg-00279-00049200-00049327 what i'm getting right here let me know
5nAEtn37acg-00280-00049328-00049518 down in the comment section below i just
5nAEtn37acg-00281-00049519-00049679 or maybe not i don't know maybe it's
5nAEtn37acg-00282-00049680-00049830 just my eyes throwing me off because
5nAEtn37acg-00283-00049831-00049983 it's late i don't know headsculpt still
5nAEtn37acg-00284-00049984-00050151 looks good regardless you do have a nice
5nAEtn37acg-00285-00050152-00050311 haircut there i like the way it falls
5nAEtn37acg-00286-00050312-00050471 down there you got the big chesticles a
5nAEtn37acg-00287-00050472-00050599 lot of people don't like this with drew
5nAEtn37acg-00288-00050600-00050767 mcintyre i don't mind it i think it can
5nAEtn37acg-00289-00050768-00050911 work either way you know if you want to
5nAEtn37acg-00290-00050912-00051135 get more accurate more detail because if
5nAEtn37acg-00291-00051136-00051311 you look at this right here this uh i
5nAEtn37acg-00292-00051312-00051463 mean i guess it adds up it's more of a
5nAEtn37acg-00293-00051464-00051670 chiseled look than this and the chest is
5nAEtn37acg-00294-00051671-00051838 pretty prominent too i don't know i see
5nAEtn37acg-00295-00051839-00051999 both sides of it but the double jointed
5nAEtn37acg-00296-00052000-00052111 arms look really good you know they're
5nAEtn37acg-00297-00052112-00052263 jacked you got the black wrist tape you
5nAEtn37acg-00298-00052264-00052463 have this updated plaid
5nAEtn37acg-00299-00052464-00052654 scottish flag type deal going on on the
5nAEtn37acg-00300-00052655-00052815 trunks the little silver buttons going
5nAEtn37acg-00301-00052816-00053015 around nothing on the back which is kind
5nAEtn37acg-00302-00053016-00053142 of plain jane but that's kind of how
5nAEtn37acg-00303-00053144-00053279 these trunks are man i mean what do you
5nAEtn37acg-00304-00053279-00053438 want this is like an updated drew
5nAEtn37acg-00305-00053439-00053607 mcintyre you have the giant legs you got
5nAEtn37acg-00306-00053608-00053807 the same you know drew mcintyre logos on
5nAEtn37acg-00307-00053808-00053950 the knee pads with the blue and the
5nAEtn37acg-00308-00053951-00054119 shield and the sword there and then you
5nAEtn37acg-00309-00054120-00054263 have standard black boots you guys know
5nAEtn37acg-00310-00054264-00054399 how drew mcintyre rolls you know he's
5nAEtn37acg-00311-00054400-00054559 not about the flashy gear he's more
5nAEtn37acg-00312-00054560-00054799 about business in the ring but i got a
5nAEtn37acg-00313-00054800-00054942 little messed up right here i don't know
5nAEtn37acg-00314-00054944-00055111 about all that but the drew looks solid
5nAEtn37acg-00315-00055112-00055271 i like the way the drew mcintyre came
5nAEtn37acg-00316-00055272-00055430 out i think he's a really good figure i
5nAEtn37acg-00317-00055432-00055566 just feel like the head may be off a
5nAEtn37acg-00318-00055567-00055735 little bit man i don't know what that is
5nAEtn37acg-00319-00055736-00055871 but let's take a closer look at some
5nAEtn37acg-00320-00055872-00056054 drew mcintyre figure comparisons so for
5nAEtn37acg-00321-00056055-00056223 your drew tire figure comparisons guys
5nAEtn37acg-00322-00056224-00056438 here is the new elite 89 in the middle
5nAEtn37acg-00323-00056439-00056679 you have the elite 83 i don't remember
5nAEtn37acg-00324-00056679-00056838 what set this is from it's like totally
5nAEtn37acg-00325-00056839-00056999 skipping my brain is it the survivor
5nAEtn37acg-00326-00057000-00057166 series elite i think we also have the
5nAEtn37acg-00327-00057167-00057399 nxt figure or maybe no i think this is
5nAEtn37acg-00328-00057400-00057591 the nxt elite also one of them is the
5nAEtn37acg-00329-00057591-00057750 elite 70 i think or maybe i'm missing
5nAEtn37acg-00330-00057751-00057911 one here in the bunch i don't freaking
5nAEtn37acg-00331-00057912-00058079 remember my mind's tripping ball sack
5nAEtn37acg-00332-00058079-00058238 right now however you guys can see
5nAEtn37acg-00333-00058239-00058423 they're all virtually the same this one
5nAEtn37acg-00334-00058424-00058607 does have updated i do like the skin
5nAEtn37acg-00335-00058608-00058799 tone of these three over the the paler
5nAEtn37acg-00336-00058800-00058959 skin tone i really dig the update and
5nAEtn37acg-00337-00058960-00059103 skin tone the head sculpts look great
5nAEtn37acg-00338-00059104-00059254 you have three different ones a smiley a
5nAEtn37acg-00339-00059255-00059399 piss and then kind of a mutual could
5nAEtn37acg-00340-00059400-00059550 probably go either way but i think this
5nAEtn37acg-00341-00059551-00059719 head sculpt is still his best like as
5nAEtn37acg-00342-00059720-00059871 far as like a pissed off drew i feel
5nAEtn37acg-00343-00059872-00060023 like that looks better but the smiley
5nAEtn37acg-00344-00060024-00060159 one looks good too so i don't know man
5nAEtn37acg-00345-00060160-00060271 you guys can let me know what you think
5nAEtn37acg-00346-00060272-00060430 down below really dig drew back guitar
5nAEtn37acg-00347-00060432-00060599 though big fan you got black wrist tape
5nAEtn37acg-00348-00060600-00060759 black boots black knee pads that's what
5nAEtn37acg-00349-00060760-00060903 he does right that's how he rolls but
5nAEtn37acg-00350-00060904-00060999 you guys can let me know what your
5nAEtn37acg-00351-00061000-00061166 favorite drew is down below i mean i
5nAEtn37acg-00352-00061167-00061294 feel like i have to go with this one
5nAEtn37acg-00353-00061295-00061463 because you have double jointed arms and
5nAEtn37acg-00354-00061464-00061623 that that pretty much seals the deal for
5nAEtn37acg-00355-00061624-00061815 me at least brad but uh that does it for
5nAEtn37acg-00356-00061816-00061982 your drew mcintyre figure comparisons
5nAEtn37acg-00357-00061983-00062142 and i'm also noticing the shoulders man
5nAEtn37acg-00358-00062144-00062279 these updated shoulders with like
5nAEtn37acg-00359-00062279-00062463 sculpted muscle tone are way better than
5nAEtn37acg-00360-00062464-00062606 the balls that we used to get it's kind
5nAEtn37acg-00361-00062607-00062799 of crazy how long we had the balls
5nAEtn37acg-00362-00062800-00063006 compared to the updates in the uh you
5nAEtn37acg-00363-00063007-00063126 know the skull and if you guys wanted to
5nAEtn37acg-00364-00063127-00063279 see what the her business all looks like
5nAEtn37acg-00365-00063279-00063535 up next to each other here is bobby mvp
5nAEtn37acg-00366-00063536-00063742 cedric alexander and shelton benjamin
5nAEtn37acg-00367-00063744-00063863 all four look great up next to each
5nAEtn37acg-00368-00063864-00064047 other the only gripe is that cedric
5nAEtn37acg-00369-00064048-00064199 alexander is in purple and black and the
5nAEtn37acg-00370-00064200-00064342 rest are in black and gold so that would
5nAEtn37acg-00371-00064344-00064519 be really cool to see an updated uh
5nAEtn37acg-00372-00064520-00064766 cedric alexander and long tights and uh
5nAEtn37acg-00373-00064767-00064887 give him the rip torso that would be
5nAEtn37acg-00374-00064888-00065071 nice too doubt we see that but who knows
5nAEtn37acg-00375-00065072-00065206 man you never know they did just get
5nAEtn37acg-00376-00065207-00065350 back together so maybe we can get that
5nAEtn37acg-00377-00065351-00065503 very soon and we will have to see about
5nAEtn37acg-00378-00065504-00065655 that man but i like the way that all the
5nAEtn37acg-00379-00065656-00065782 hurt business looks up next to each
5nAEtn37acg-00380-00065783-00065935 other absolutely fantastic just need
5nAEtn37acg-00381-00065936-00066199 updates of shelton and cedric but you
5nAEtn37acg-00382-00066200-00066326 know he's in black and gold you could
5nAEtn37acg-00383-00066327-00066479 just roll with this shelton but uh i
5nAEtn37acg-00384-00066480-00066623 think updates of both to give him double
5nAEtn37acg-00385-00066624-00066767 jointed arms and stuff would be a very
5nAEtn37acg-00386-00066768-00066926 nice touch anyways guys i think that
5nAEtn37acg-00387-00066927-00067079 pretty much wraps up our two-in-one
5nAEtn37acg-00388-00067080-00067263 elite 89 review of bobby lashley and
5nAEtn37acg-00389-00067264-00067438 drew mcintyre had a ton of fun reviewing
5nAEtn37acg-00390-00067439-00067575 these guys i think they look really
5nAEtn37acg-00391-00067576-00067750 great the double jointed arms man just
5nAEtn37acg-00392-00067751-00067943 game changer i know they're still fresh
5nAEtn37acg-00393-00067944-00068055 on my mind they're still being
5nAEtn37acg-00394-00068056-00068279 implemented into the wwe elite line so
5nAEtn37acg-00395-00068280-00068431 it's hard to not mention them every
5nAEtn37acg-00396-00068432-00068550 single time and i think people will
5nAEtn37acg-00397-00068551-00068719 agree man it's just a change in pace
5nAEtn37acg-00398-00068720-00068919 it's so beautiful to see bobby lashley
5nAEtn37acg-00399-00068920-00069063 looks incredible dr mcintyre looks
5nAEtn37acg-00400-00069064-00069175 incredible again if you guys would like
5nAEtn37acg-00401-00069176-00069326 to grab either of these great
5nAEtn37acg-00402-00069327-00069479 opportunity to do so bobby lashley and
5nAEtn37acg-00403-00069480-00069655 drew mcintyre are actually some of those
5nAEtn37acg-00404-00069656-00069806 guys that they're figures when they
5nAEtn37acg-00405-00069807-00069982 first came out like it seemed like a lot
5nAEtn37acg-00406-00069983-00070150 of people slept on them and then they
5nAEtn37acg-00407-00070151-00070359 just went outrageous in price man and
5nAEtn37acg-00408-00070360-00070494 these are the best versions of them
5nAEtn37acg-00409-00070495-00070687 they're updated you could currently book
5nAEtn37acg-00410-00070688-00070863 these guys right now because the hurt
5nAEtn37acg-00411-00070864-00071038 business is going on drew mcintyre still
5nAEtn37acg-00412-00071039-00071231 got his shtick going on double jointed
5nAEtn37acg-00413-00071232-00071519 arms great head sculpts great details
5nAEtn37acg-00414-00071520-00071703 this is the ones to grab man so ringside
5nAEtn37acg-00415-00071704-00071879 collectibles wrestlingfigures.com use
5nAEtn37acg-00416-00071880-00072047 promo code md toys to save yourselves 10
5nAEtn37acg-00417-00072048-00072247 percent absolutely get these i know a
5nAEtn37acg-00418-00072248-00072415 lot of people missed out on elite 69
5nAEtn37acg-00419-00072416-00072599 lashley this is a better figure it's
5nAEtn37acg-00420-00072600-00072799 heel it's beautiful it's her business
5nAEtn37acg-00421-00072800-00073079 wwe championship drew mcintyre it is
5nAEtn37acg-00422-00073080-00073231 very damn nice as well man so you
5nAEtn37acg-00423-00073232-00073350 definitely got to go ahead get your
5nAEtn37acg-00424-00073351-00073550 money's worth man and get in on that but
5nAEtn37acg-00425-00073551-00073679 that is going to wrap up this video
5nAEtn37acg-00426-00073680-00073823 thank you guys so very much for watching
5nAEtn37acg-00427-00073824-00074023 the two in one reviews i think i have
5nAEtn37acg-00428-00074024-00074206 three uploads today so stay tuned for
5nAEtn37acg-00429-00074207-00074431 that we also have a two in one elite
5nAEtn37acg-00430-00074432-00074606 review going on tomorrow and if you guys
5nAEtn37acg-00431-00074607-00074759 didn't know for the month of october i'm
5nAEtn37acg-00432-00074760-00074991 trying to upload not one but two videos
5nAEtn37acg-00433-00074992-00075215 every day a wwe figure video and a
5nAEtn37acg-00434-00075216-00075423 horror vid video mixed in possibly with
5nAEtn37acg-00435-00075424-00075615 wwe depending on the video but thank you
5nAEtn37acg-00436-00075616-00075726 guys for watching subscribe to the
5nAEtn37acg-00437-00075727-00075847 channel follow me on instagram twitter
5nAEtn37acg-00438-00075848-00075982 and tick tock my damn toys and i will
5nAEtn37acg-00439-00075983-00076223 see you guys in the next video thank you
5nAEtn37acg-00440-00076224-00076431 and don't cross the line like uh when
5nAEtn37acg-00441-00076432-00076582 they didn't give bobby lashley any
5nAEtn37acg-00442-00076583-00077343 interchangeable hands whatsoever
5nAEtn37acg-00443-00077344-00077560 is
5nAEtn37acg-00444-00077561-00077674 [Music]
5nAEtn37acg-00445-00077675-00077843 [Applause]
5nAEtn37acg-00446-00077844-00079194 [Music]
6oYa7F0l-14-00000-00000089-00000380 for the first part of the site jacking
6oYa7F0l-14-00001-00000381-00000703 detector we just had to extend the HTTP
6oYa7F0l-14-00002-00000704-00001139 script and because the HTTP log by
6oYa7F0l-14-00003-00001140-00001457 default is not logged with cookie we had
6oYa7F0l-14-00004-00001458-00001714 to extend it read F so we've seen this
6oYa7F0l-14-00005-00001714-00002081 model a few times already today and then
6oYa7F0l-14-00006-00002082-00002309 in the HTTP header we have to populate
6oYa7F0l-14-00007-00002310-00002774 the corresponding field this is because
6oYa7F0l-14-00008-00002775-00002954 the cookie is only sent for requests
6oYa7F0l-14-00009-00002955-00003215 that's why we have this is a ridge check
6oYa7F0l-14-00010-00003215-00003647 if it's the originator then we need to
6oYa7F0l-14-00011-00003647-00003901 have this value and otherwise we don't
6oYa7F0l-14-00012-00003902-00004103 so that was the first part of the
6oYa7F0l-14-00013-00004104-00004376 exercise recording the cookie in the
6oYa7F0l-14-00014-00004377-00004906 second part
6oYa7F0l-14-00015-00004907-00005209 the second part was quite some
6oYa7F0l-14-00016-00005210-00005739 scaffolding provided and we had to see
6oYa7F0l-14-00017-00005740-00005938 if the session cookie already was
6oYa7F0l-14-00018-00005939-00006357 tracked if it's not tracked well we
6oYa7F0l-14-00019-00006358-00006609 would add the value of the current user
6oYa7F0l-14-00020-00006611-00006883 agent assign it to that current session
6oYa7F0l-14-00021-00006884-00007152 cookie and then then then we would be
6oYa7F0l-14-00022-00007153-00007899 done
6oYa7F0l-14-00023-00007900-00008085 and you can you say that again in the
6oYa7F0l-14-00024-00008086-00008520 mic it was is there a way to have
6oYa7F0l-14-00025-00008521-00008716 something not locked by just changing
6oYa7F0l-14-00026-00008717-00009363 the variable by Reed F and dropping the
6oYa7F0l-14-00027-00009364-00009549 meaning you would like to remove an
6oYa7F0l-14-00028-00009550-00010467 attribute from the log I think yeah
6oYa7F0l-14-00029-00010468-00010695 there's the delete keyword to also which
6oYa7F0l-14-00030-00010696-00010905 we use to delete elements of a set you
6oYa7F0l-14-00031-00010906-00011238 can add that apply as well to the record
6oYa7F0l-14-00032-00011239-00011802 itself so you can delete see dollar or
6oYa7F0l-14-00033-00011803-00012673 in this case HTTP info dollar refer
6oYa7F0l-14-00034-00012674-00012826 you would use yeah you would use it
6oYa7F0l-14-00035-00012827-00013038 actually thanks sir he would use the
6oYa7F0l-14-00036-00013039-00013396 instance so itsy dollar HTTP dollar
6oYa7F0l-14-00037-00013397-00013582 referral and they would delete that
6oYa7F0l-14-00038-00013583-00013921 delete that and then you then it becomes
6oYa7F0l-14-00039-00013922-00014322 and it's removed from the actual record
6oYa7F0l-14-00040-00014322-00014533 the only thing you really have to keep
6oYa7F0l-14-00041-00014534-00014683 in mind with that is you just have to do
6oYa7F0l-14-00042-00014684-00015838 it some at some point after it's set
6oYa7F0l-14-00043-00015840-00016130 so it in that case it kind of gets back
6oYa7F0l-14-00044-00016131-00016385 to having maybe to look at the the base
6oYa7F0l-14-00045-00016386-00016658 script and at what point the log happens
6oYa7F0l-14-00046-00016659-00016874 in you're talking about HTTP in
6oYa7F0l-14-00047-00016875-00017602 particular HTTP in particular uses the
6oYa7F0l-14-00048-00017603-00017827 I'd have to think but you can look at
6oYa7F0l-14-00049-00017828-00018022 where the log right happens I'm not sure
6oYa7F0l-14-00050-00018023-00018160 exactly what event but you could
6oYa7F0l-14-00051-00018161-00018478 probably handle that event at priority
6oYa7F0l-14-00052-00018479-00018754 zero with no priority or maybe priority
6oYa7F0l-14-00053-00018755-00018955 negative one or something and in that
6oYa7F0l-14-00054-00018956-00019135 case you can probably be pretty
6oYa7F0l-14-00055-00019136-00019336 confident gonna be doing it right before
6oYa7F0l-14-00056-00019337-00019561 it's log so if you do want to remove
6oYa7F0l-14-00057-00019562-00019768 stuff in that way conditionally where
6oYa7F0l-14-00058-00019769-00019915 you don't always rent or want to refer
6oYa7F0l-14-00059-00019916-00020197 but sometimes you do that's that that is
6oYa7F0l-14-00060-00020198-00020464 an option that you could do we didn't
6oYa7F0l-14-00061-00020465-00020701 bring that up because it's a little more
6oYa7F0l-14-00062-00020702-00021028 complicated and stuff but yeah it works
6oYa7F0l-14-00063-00021029-00021498 fine
6oYa7F0l-14-00064-00021499-00021957 okay in this example we use again this
6oYa7F0l-14-00065-00021958-00022107 specific type of coding style you've
6oYa7F0l-14-00066-00022108-00022293 probably seen in many of the bro scripts
6oYa7F0l-14-00067-00022294-00022497 there are many returns over the code
6oYa7F0l-14-00068-00022498-00022656 scattered and it's called the guard
6oYa7F0l-14-00069-00022657-00022899 Skiles guard style if you would not use
6oYa7F0l-14-00070-00022900-00023154 that type coding you would end up with
6oYa7F0l-14-00071-00023155-00023424 very nested deeply if statements if this
6oYa7F0l-14-00072-00023425-00023604 is true if this is true this is true and
6oYa7F0l-14-00073-00023605-00023781 then the code becomes much easier to
6oYa7F0l-14-00074-00023782-00024107 read so for these cases where you have a
6oYa7F0l-14-00075-00024108-00024585 very hierarchical set of conditions you
6oYa7F0l-14-00076-00024586-00024861 you this kind of style is more readable
6oYa7F0l-14-00077-00024862-00025146 because the indentation is that more
6oYa7F0l-14-00078-00025147-00025611 digestible in this sense and because you
6oYa7F0l-14-00079-00025612-00025733 could implement the same check with
6oYa7F0l-14-00080-00025735-00025992 if-else then and somewhere in a various
6oYa7F0l-14-00081-00025993-00026147 way of this so this is just one solution
6oYa7F0l-14-00082-00026148-00026436 but essentially what we do is if if the
6oYa7F0l-14-00083-00026437-00026718 cookie is not yet tracked then we set
6oYa7F0l-14-00084-00026719-00026955 the user agent value associated with
6oYa7F0l-14-00085-00026956-00027204 this specific cookie and we're done and
6oYa7F0l-14-00086-00027205-00027452 for this one and the next time we won't
6oYa7F0l-14-00087-00027454-00027693 even get into this into this block of
6oYa7F0l-14-00088-00027694-00028023 code because then we the cookie is track
6oYa7F0l-14-00089-00028024-00028220 and then the next check is going to be
6oYa7F0l-14-00090-00028222-00028425 used and and we check actually if the
6oYa7F0l-14-00091-00028426-00028614 recorded value of the user agent which
6oYa7F0l-14-00092-00028614-00028808 is this one matches the one that we
6oYa7F0l-14-00093-00028810-00029039 currently seen and if they if they match
6oYa7F0l-14-00094-00029041-00029238 still everything's fine but if they
6oYa7F0l-14-00095-00029239-00029580 don't match then only then we reach the
6oYa7F0l-14-00096-00029581-00029845 final part which is the session cookie
6oYa7F0l-14-00097-00029847-00030667 reuse are the questions on this one
6oYa7F0l-14-00098-00030668-00030861 all right
6oYa7F0l-14-00099-00030862-00031676 okay for the Facebook part
6oYa7F0l-14-00100-00031677-00032052 okay
6oYa7F0l-14-00101-00032054-00032248 I think this must depart that had to be
6oYa7F0l-14-00102-00032249-00032502 filled out it was it was all about
6oYa7F0l-14-00103-00032504-00032815 having this a bake stream with Jason
6oYa7F0l-14-00104-00032816-00033301 data and splitting it such that we can
6oYa7F0l-14-00105-00033302-00033618 populate the field of the chat message
6oYa7F0l-14-00106-00033619-00033847 you know this local chat message is
6oYa7F0l-14-00107-00033848-00034068 created once and returned at the end and
6oYa7F0l-14-00108-00034069-00034588 in this case it's a little bit of string
6oYa7F0l-14-00109-00034589-00034911 string manipulation with a little bit of
6oYa7F0l-14-00110-00034912-00035245 string skills then you mean here too to
6oYa7F0l-14-00111-00035246-00035425 actually get to the data where you want
6oYa7F0l-14-00112-00035426-00035770 and this format is hard to parse because
6oYa7F0l-14-00113-00035771-00036016 Jason is nested and we just use regular
6oYa7F0l-14-00114-00036017-00036232 expressions that's a fundamental
6oYa7F0l-14-00115-00036233-00036469 limitation regular expressions cannot
6oYa7F0l-14-00116-00036470-00036871 really handle nested data and for that
6oYa7F0l-14-00117-00036872-00037081 reason we use this hackage way of trying
6oYa7F0l-14-00118-00037082-00037213 to get to the data it works pretty well
6oYa7F0l-14-00119-00037214-00037477 in practice because you can make several
6oYa7F0l-14-00120-00037478-00037654 assumptions about your data that allow
6oYa7F0l-14-00121-00037655-00037852 you for example tree to split the data
6oYa7F0l-14-00122-00037853-00038215 at comma quote it's a very interesting
6oYa7F0l-14-00123-00038216-00038449 way it took me a while to figure out
6oYa7F0l-14-00124-00038450-00038707 that this actually gives you a nice
6oYa7F0l-14-00125-00038708-00038908 separate representation that you can
6oYa7F0l-14-00126-00038909-00039271 then work with in the but again this is
6oYa7F0l-14-00127-00039272-00039457 yeah this is for your reference you can
6oYa7F0l-14-00128-00039458-00039814 think digest that at some point if it's
6oYa7F0l-14-00129-00039815-00039970 not immediately obvious there are really
6oYa7F0l-14-00130-00039971-00040180 many ways to do this by the way so this
6oYa7F0l-14-00131-00040181-00040426 is just one solution and then you get
6oYa7F0l-14-00132-00040427-00040735 the message then you have the data and
6oYa7F0l-14-00133-00040736-00041278 if you run the script you'll get the the
6oYa7F0l-14-00134-00041279-00041912 log output and let me just
6oYa7F0l-14-00136-00046173-00046770 okay
6oYa7F0l-14-00137-00046771-00047551 so this is the log that is being created
6oYa7F0l-14-00138-00047552-00047730 this analyzer is just a standard
6oYa7F0l-14-00139-00047731-00047995 prologue that it creates there's a chat
6oYa7F0l-14-00140-00047996-00048577 going on between two guys that try to
6oYa7F0l-14-00141-00048578-00048832 use crypto so this exercise meant when
6oYa7F0l-14-00142-00048833-00048985 we created it it was part of the
6oYa7F0l-14-00143-00048986-00049224 computer security computer security
6oYa7F0l-14-00144-00049225-00049486 course at UC Berkeley and the idea was
6oYa7F0l-14-00145-00049487-00049968 to demonstrate that you can use reuse
6oYa7F0l-14-00146-00049969-00050374 the initialization vector of a stream
6oYa7F0l-14-00147-00050375-00050824 cipher because then you can do basic
6oYa7F0l-14-00148-00050825-00051073 some basic XOR of plane and ciphertext
6oYa7F0l-14-00149-00051074-00051382 and get the actual plaintext back and so
6oYa7F0l-14-00150-00051383-00051586 this is just this is beyond the gross
6oYa7F0l-14-00151-00051587-00051755 stuff this is just for your amusement
6oYa7F0l-14-00152-00051757-00052476 and well here's this guy for example who
6oYa7F0l-14-00153-00052477-00052810 uses the encrypted version of an
6oYa7F0l-14-00154-00052811-00053182 arbitrary stream cipher and we used the
6oYa7F0l-14-00155-00053183-00053344 same in in sterilization vector twice
6oYa7F0l-14-00156-00053345-00053679 and without even knowing it so he makes
6oYa7F0l-14-00157-00053680-00054040 he makes a big mistake because that's a
6oYa7F0l-14-00158-00054041-00054229 fundamental issue with with stream
6oYa7F0l-14-00159-00054229-00054523 ciphers and I'll quickly walk you
6oYa7F0l-14-00160-00054524-00054819 through the crypto analysis and that's
6oYa7F0l-14-00161-00054820-00056615 really it's pretty
6oYa7F0l-14-00162-00056616-00056933 it's yes so the exercise was actually
6oYa7F0l-14-00163-00056934-00057299 not to teach bro but to teach stream
6oYa7F0l-14-00164-00057300-00057554 cipher reuse how that is the sir but but
6oYa7F0l-14-00165-00057554-00057710 we figured out because it was part of
6oYa7F0l-14-00166-00057711-00057908 the network forensics project we gave to
6oYa7F0l-14-00167-00057909-00058145 the students that would be a nice way to
6oYa7F0l-14-00168-00058146-00058433 have it somewhat wrapped up and they had
6oYa7F0l-14-00169-00058434-00058613 to dig a little bit in the trace to get
6oYa7F0l-14-00170-00058614-00058982 there and so if we if we have a little
6oYa7F0l-14-00171-00058983-00059222 bit of parallels now that we use and we
6oYa7F0l-14-00172-00059223-00059441 have a base64 the canopy the function
6oYa7F0l-14-00173-00059441-00059915 one plain text another plain text that
6oYa7F0l-14-00174-00059916-00060134 is unknown that we want to get and two
6oYa7F0l-14-00175-00060135-00060379 different cipher text and and here we
6oYa7F0l-14-00176-00060380-00060629 use oh actually I think I found the
6oYa7F0l-14-00177-00060629-00060890 utf-8 character killed for that so
6oYa7F0l-14-00178-00060891-00061085 that's that's exit the excel operation
6oYa7F0l-14-00179-00061086-00061330 is here's this circle within put the
6oYa7F0l-14-00180-00061332-00061787 plus inside and stream cipher
6oYa7F0l-14-00181-00061788-00061970 essentially works the way that you
6oYa7F0l-14-00182-00061971-00062246 generate a few random stream and you XOR
6oYa7F0l-14-00183-00062247-00062564 it with your plaintext and that's the
6oYa7F0l-14-00184-00062565-00062917 cipher text so here are is this pseudo
6oYa7F0l-14-00185-00062919-00063185 random stream that that we don't know
6oYa7F0l-14-00186-00063186-00063476 and in fact we don't even have to know
6oYa7F0l-14-00187-00063477-00063644 what type of stream cipher has been used
6oYa7F0l-14-00188-00063645-00063812 I think was one nurse I for 92 or
6oYa7F0l-14-00189-00063813-00063935 something it's completely irrelevant
6oYa7F0l-14-00190-00063936-00064187 because the properties of the stream
6oYa7F0l-14-00191-00064188-00064559 cipher if we if we decide to X or the
6oYa7F0l-14-00192-00064560-00064871 two cipher text together that is by
6oYa7F0l-14-00193-00064872-00065104 definition nothing else this first
6oYa7F0l-14-00194-00065105-00065369 cipher text is the plaintext explored
6oYa7F0l-14-00195-00065370-00065639 with the queens key stream and the other
6oYa7F0l-14-00196-00065640-00065900 plaintext x door with the key stream and
6oYa7F0l-14-00197-00065901-00066137 because the initialization vector has
6oYa7F0l-14-00198-00066138-00066314 been reused we end up with the same are
6oYa7F0l-14-00199-00066315-00066719 here two times and because our visit the
6oYa7F0l-14-00200-00066720-00066911 X operation is both associative and
6oYa7F0l-14-00201-00066912-00067175 commutative we can just ignore the
6oYa7F0l-14-00202-00067176-00067550 parentheses and reshuffle the arguments
6oYa7F0l-14-00203-00067551-00067769 all around and we'll end up the X if we
6oYa7F0l-14-00204-00067770-00068048 XOR something with itself it's just no
6oYa7F0l-14-00205-00068049-00068392 op and so we end up with X or in
6oYa7F0l-14-00206-00068393-00068765 plaintext together but we know one
6oYa7F0l-14-00207-00068766-00069119 plaintext already from the chat
6oYa7F0l-14-00208-00069120-00069536 and as such we can directly compute the
6oYa7F0l-14-00209-00069537-00069926 value of the of the missing plaintext
6oYa7F0l-14-00210-00069927-00070343 which is we XOR the two together and XOR
6oYa7F0l-14-00211-00070344-00070637 P 1 this is just moving P 1 to the other
6oYa7F0l-14-00212-00070638-00070850 side of this equal sign you can think
6oYa7F0l-14-00213-00070851-00071039 about it explore in depth if P 1 moves
6oYa7F0l-14-00214-00071040-00071204 it to the other side and that's and
6oYa7F0l-14-00215-00071205-00071432 that's that's that's all we have to do
6oYa7F0l-14-00216-00071433-00071903 and now that that's what I voice and
6oYa7F0l-14-00217-00071904-00072215 there we get if we do it right you get
6oYa7F0l-14-00218-00072216-00072644 actually the URL and here's a little
6oYa7F0l-14-00219-00072645-00072797 ruby implementation it might be much
6oYa7F0l-14-00220-00072798-00073043 shorter I don't expect you to go through
6oYa7F0l-14-00221-00073044-00073346 this but it's this this is how this is
6oYa7F0l-14-00222-00073347-00073508 the solution we provided to our students
6oYa7F0l-14-00223-00073509-00074027 and just wanted to present that as well
6oYa7F0l-14-00224-00074028-00074246 yeah just icing on the cake for this
6oYa7F0l-14-00225-00074247-00074702 workshop okay that's all the exercise
6oYa7F0l-14-00226-00074703-00074828 part if you don't have any other
6oYa7F0l-14-00227-00074829-00075094 questions we are now handing over to
6oYa7F0l-14-00228-00075095-00075428 justin hays off
60pB7L4WJJk-00000-00000017-00000440 meh top SG meteorological operational
60pB7L4WJJk-00001-00000441-00000743 satellite second-generation is a series
60pB7L4WJJk-00002-00000744-00000979 of six meteorological satellites
60pB7L4WJJk-00003-00000980-00001283 developed by European Space Agency and
60pB7L4WJJk-00004-00001284-00001609 the UM ETS 80 to be deployed from year
60pB7L4WJJk-00005-00001610-00002250 2021
60pB7L4WJJk-00006-00002251-00002995 topic development in May 2014
60pB7L4WJJk-00007-00002996-00003301 during ela Berlin airshow in a presence
60pB7L4WJJk-00008-00003302-00003682 of Chancellor Angela Merkel ESA eum ET
60pB7L4WJJk-00009-00003683-00004000 SAT and Airbus defence and space signed
60pB7L4WJJk-00010-00004001-00004234 the first documents for the development
60pB7L4WJJk-00011-00004235-00004441 of second generation of the metopes
60pB7L4WJJk-00012-00004442-00004911 satellites on the 16th of October 2014
60pB7L4WJJk-00013-00004912-00005179 contract was signed with Airbus defence
60pB7L4WJJk-00014-00005180-00005425 and space for a construction of the
60pB7L4WJJk-00015-00005426-00005782 satellites worth 1.3 billion euros in
60pB7L4WJJk-00016-00005783-00006093 total for six spacecraft on average two
60pB7L4WJJk-00017-00006094-00006313 hundred and sixty six point seven
60pB7L4WJJk-00018-00006314-00006731 million euros each in December 2014
60pB7L4WJJk-00019-00006733-00007006 additional contracts were signed for ice
60pB7L4WJJk-00020-00007006-00007291 cloud images to be used on B series
60pB7L4WJJk-00021-00007292-00007552 satellites and three microwave sounder
60pB7L4WJJk-00022-00007553-00007848 instruments met op SG satellites will
60pB7L4WJJk-00023-00007850-00008131 come in two series are carrying optical
60pB7L4WJJk-00024-00008131-00008469 instruments and B with microwave sensors
60pB7L4WJJk-00025-00008470-00008749 first a series satellite will be
60pB7L4WJJk-00026-00008750-00009106 launched in 2021 while first B series
60pB7L4WJJk-00027-00009107-00009571 satellite will be launched in 2022
60qJmpsvntQ-00000-00000000-00000051 foreign
60qJmpsvntQ-00001-00000052-00000617 [Music]
60qJmpsvntQ-00002-00000618-00000857 Oracle continues to enhance MySQL
60qJmpsvntQ-00003-00000858-00001073 heatwave at a very rapid Pace the
60qJmpsvntQ-00004-00001074-00001241 company is now in its fourth major
60qJmpsvntQ-00005-00001242-00001474 release since the original announcement
60qJmpsvntQ-00006-00001475-00001655 in December 2020.
60qJmpsvntQ-00007-00001655-00001913 one of the main criticisms of MySQL
60qJmpsvntQ-00008-00001914-00002183 Heatwave is that it only runs on oci
60qJmpsvntQ-00009-00002184-00002368 Oracle Cloud infrastructure and is a
60qJmpsvntQ-00010-00002369-00002591 lock-in to oracle's Cloud Oracle
60qJmpsvntQ-00011-00002592-00002849 recently announced that heat wave is now
60qJmpsvntQ-00012-00002850-00003149 going to be available on aws's cloud
60qJmpsvntQ-00013-00003150-00003406 and it announced its intent to bring
60qJmpsvntQ-00014-00003407-00003706 MySQL Heatwave to Azure so MySQL
60qJmpsvntQ-00015-00003707-00003983 Heatwave on AWS is a significant Tam
60qJmpsvntQ-00016-00003984-00004270 expansion move for Oracle because of the
60qJmpsvntQ-00017-00004271-00004672 momentum AWS Cloud continues to show
60qJmpsvntQ-00018-00004673-00004895 and evidently the Heatwave engineering
60qJmpsvntQ-00019-00004896-00005051 team has taken the development effort
60qJmpsvntQ-00020-00005052-00005386 from oci and is bringing that to AWS
60qJmpsvntQ-00021-00005387-00005597 with a number of enhancements that we're
60qJmpsvntQ-00022-00005598-00005806 going to dig into today nip and agawal
60qJmpsvntQ-00023-00005807-00006106 Senior vice president MySQL heatwave at
60qJmpsvntQ-00024-00006107-00006377 Oracle is back with me on a cube
60qJmpsvntQ-00025-00006378-00006539 conversation to discuss the latest
60qJmpsvntQ-00026-00006540-00006856 Heatwave news and we're eager to hear
60qJmpsvntQ-00027-00006858-00007109 any benchmarks relative
60qJmpsvntQ-00028-00007109-00007456 to AWS or any others Nippon has been
60qJmpsvntQ-00029-00007458-00007684 leading the Heatwave engineering team
60qJmpsvntQ-00030-00007686-00007937 for over 10 years and has over 185
60qJmpsvntQ-00031-00007938-00008141 patents in database technology welcome
60qJmpsvntQ-00032-00008142-00008369 back to the show nip and good to see you
60qJmpsvntQ-00033-00008370-00008603 thank you Dave very happy to be back
60qJmpsvntQ-00034-00008604-00008789 now for those who might not have kept up
60qJmpsvntQ-00035-00008790-00009023 with the news to kick things off give us
60qJmpsvntQ-00036-00009024-00009269 an overview of MySQL Heatwave and its
60qJmpsvntQ-00037-00009270-00009478 Evolution so far
60qJmpsvntQ-00038-00009479-00009785 sure so my SQL Heatwave is a fully
60qJmpsvntQ-00039-00009786-00010037 managed mySQL database service offering
60qJmpsvntQ-00040-00010038-00010306 from Oracle traditionally MySQL has been
60qJmpsvntQ-00041-00010307-00010451 designed and optimized for transaction
60qJmpsvntQ-00042-00010452-00010751 processing so customers of MySQL when
60qJmpsvntQ-00043-00010752-00010955 they had to run analytics or when they
60qJmpsvntQ-00044-00010956-00011128 had to run machine learning they would
60qJmpsvntQ-00045-00011129-00011381 extract the data out of my SQL into some
60qJmpsvntQ-00046-00011382-00011621 other database for doing analytic
60qJmpsvntQ-00047-00011622-00011735 processing or machine learning
60qJmpsvntQ-00048-00011736-00011849 processing
60qJmpsvntQ-00049-00011850-00012119 MySQL Heatwave provides all these
60qJmpsvntQ-00050-00012120-00012359 capabilities built in to a single
60qJmpsvntQ-00051-00012360-00012514 database service which is my SQL
60qJmpsvntQ-00052-00012515-00012791 Heatwave so customers of MySQL don't
60qJmpsvntQ-00053-00012792-00012977 need to move the data out with the same
60qJmpsvntQ-00054-00012978-00013180 database they can run transaction
60qJmpsvntQ-00055-00013181-00013493 processing analytics mixed workloads
60qJmpsvntQ-00056-00013494-00013757 machine learning all with a very very
60qJmpsvntQ-00057-00013758-00013955 good performance and very good price
60qJmpsvntQ-00058-00013956-00014177 performance furthermore one of the
60qJmpsvntQ-00059-00014178-00014429 design points of Heatwave is is a scale
60qJmpsvntQ-00060-00014430-00014651 out architecture so the system continues
60qJmpsvntQ-00061-00014652-00014897 to scale and perform very well even when
60qJmpsvntQ-00062-00014897-00015101 customers have very large data
60qJmpsvntQ-00063-00015102-00015305 assignments so we see some interesting
60qJmpsvntQ-00064-00015306-00015466 moves by Oracle lately the collaboration
60qJmpsvntQ-00065-00015468-00015641 with Azure we've we've covered that
60qJmpsvntQ-00066-00015641-00015808 pretty extensively what was the impetus
60qJmpsvntQ-00067-00015809-00016115 here for bringing MySQL Heatwave onto
60qJmpsvntQ-00068-00016116-00016325 the AWS Cloud what were the drivers that
60qJmpsvntQ-00069-00016326-00016649 you considered right so did one of the
60qJmpsvntQ-00070-00016650-00016936 you know observations is that a very
60qJmpsvntQ-00071-00016937-00017200 large person page of users of MySQL
60qJmpsvntQ-00072-00017201-00017543 Heatwave are AWS users who are migrating
60qJmpsvntQ-00073-00017544-00017819 of Aurora or ratchet right so already we
60qJmpsvntQ-00074-00017820-00018191 see that a a good percentage of my SQL
60qJmpsvntQ-00075-00018192-00018472 heap of customers are migrating from AWS
60qJmpsvntQ-00076-00018473-00018791 however there are some AWS customers who
60qJmpsvntQ-00077-00018792-00019067 are still not able to migrate to oci to
60qJmpsvntQ-00078-00019068-00019283 my SQL Heatwave and the reason is
60qJmpsvntQ-00079-00019284-00019685 because of exorption egress costs which
60qJmpsvntQ-00080-00019686-00019967 AWS charges so in order to migrate a
60qJmpsvntQ-00081-00019968-00020297 workload from AWS to oci AWS charges a
60qJmpsvntQ-00082-00020298-00020483 very high egress fees which becomes
60qJmpsvntQ-00083-00020484-00020729 prohibited for the customer or the
60qJmpsvntQ-00084-00020730-00021053 second example we have seen is that the
60qJmpsvntQ-00085-00021054-00021257 latency of accessing a database which is
60qJmpsvntQ-00086-00021258-00021533 outside of AWS is very high so there's a
60qJmpsvntQ-00087-00021534-00021689 class of customers who would like to get
60qJmpsvntQ-00088-00021690-00021941 the benefits of MySQL Heatwave but were
60qJmpsvntQ-00089-00021942-00022258 unable to do so and with this support of
60qJmpsvntQ-00090-00022259-00022541 MySQL Heatwave inside of AWS these
60qJmpsvntQ-00091-00022542-00022727 customers can now get all the goodies of
60qJmpsvntQ-00092-00022728-00022925 and the benefits of my SQL heat rate
60qJmpsvntQ-00093-00022926-00023128 without having to pay the high egress
60qJmpsvntQ-00094-00023129-00023380 fees or without having to suffer with
60qJmpsvntQ-00095-00023381-00023603 the poor latency which is because of the
60qJmpsvntQ-00096-00023604-00023825 AWS architecture okay so you're
60qJmpsvntQ-00097-00023826-00023944 basically meeting the customers where
60qJmpsvntQ-00098-00023945-00024113 they are so was this a straightforward
60qJmpsvntQ-00099-00024114-00024347 like lift and shift from from Oracle
60qJmpsvntQ-00100-00024348-00024599 Cloud infrastructure to AWS us
60qJmpsvntQ-00101-00024600-00024922 no it is not because one of the design
60qJmpsvntQ-00102-00024923-00025169 goals we have with my SQL Heatwave is
60qJmpsvntQ-00103-00025170-00025307 that we want to provide our customers
60qJmpsvntQ-00104-00025308-00025499 with the best price performance
60qJmpsvntQ-00105-00025500-00025739 regardless of the cloud so when we
60qJmpsvntQ-00106-00025739-00026017 decided to offer my SQL Heatwave on AWS
60qJmpsvntQ-00107-00026018-00026399 we have optimized MySQL Heatwave on AWS
60qJmpsvntQ-00108-00026400-00026585 so one of the things to point out is
60qJmpsvntQ-00109-00026586-00026812 that this is a service where the data
60qJmpsvntQ-00110-00026813-00027040 plane control plane and the console are
60qJmpsvntQ-00111-00027041-00027305 natively running on AWS and the benefit
60qJmpsvntQ-00112-00027306-00027523 of doing so is that now we can optimize
60qJmpsvntQ-00113-00027524-00027887 MySQL Heatwave for the AWS architecture
60qJmpsvntQ-00114-00027888-00028108 in addition to that we have also
60qJmpsvntQ-00115-00028110-00028361 announced a bunch of new capabilities as
60qJmpsvntQ-00116-00028362-00028529 a part of this service which will also
60qJmpsvntQ-00117-00028530-00028727 be available to the MySQL heater of
60qJmpsvntQ-00118-00028727-00028931 customers on oci but we just announced
60qJmpsvntQ-00119-00028932-00029129 them and we are offering them as a part
60qJmpsvntQ-00120-00029130-00029417 of the MySQL Heatwave offering on AWS so
60qJmpsvntQ-00121-00029418-00029495 I just want to make sure I understand
60qJmpsvntQ-00122-00029495-00029777 this it's not like you just wrapped your
60qJmpsvntQ-00123-00029777-00030058 stack in a container and stuck it into
60qJmpsvntQ-00124-00030060-00030370 AWS to be hosted you're saying you're
60qJmpsvntQ-00125-00030372-00030562 actually taking advantage of the
60qJmpsvntQ-00126-00030563-00030845 capabilities of the AWS cloud natively
60qJmpsvntQ-00127-00030845-00031043 and I think you've made some other
60qJmpsvntQ-00128-00031044-00031193 enhancements as well that you're
60qJmpsvntQ-00129-00031194-00031481 alluding to can you maybe elucidate on
60qJmpsvntQ-00130-00031482-00031552 those
60qJmpsvntQ-00131-00031554-00031907 sure so for starters we have taken the
60qJmpsvntQ-00132-00031908-00032117 MySQL Heatwave code and we have
60qJmpsvntQ-00133-00032118-00032362 optimized it for the AWS infrastructure
60qJmpsvntQ-00134-00032363-00032555 with its compute Network and satellite
60qJmpsvntQ-00135-00032556-00032771 as a result customers get very good
60qJmpsvntQ-00136-00032772-00033040 performance and price performance uh
60qJmpsvntQ-00137-00033041-00033335 with my SQL Heatwave in AWS that's one
60qJmpsvntQ-00138-00033336-00033617 right performance second thing is we
60qJmpsvntQ-00139-00033618-00033940 have designed a new interactive console
60qJmpsvntQ-00140-00033941-00034139 for the service which means that
60qJmpsvntQ-00141-00034140-00034421 customers can now provision their
60qJmpsvntQ-00142-00034422-00034595 instances with the console but in
60qJmpsvntQ-00143-00034596-00034774 addition they can also manage their
60qJmpsvntQ-00144-00034775-00035021 schemas they can run queries directly
60qJmpsvntQ-00145-00035022-00035243 from the console autopilot is integrated
60qJmpsvntQ-00146-00035244-00035440 in the console we have introduced
60qJmpsvntQ-00147-00035441-00035645 performance monitoring right so a lot of
60qJmpsvntQ-00148-00035646-00035807 capabilities which you have introduced
60qJmpsvntQ-00149-00035808-00036029 as a part of the new console
60qJmpsvntQ-00150-00036030-00036352 the third thing is that we have added a
60qJmpsvntQ-00151-00036353-00036617 bunch of new security features or we
60qJmpsvntQ-00152-00036618-00036809 expose some of the security features
60qJmpsvntQ-00153-00036810-00036971 which were a part of the MySQL
60qJmpsvntQ-00154-00036972-00037102 Enterprise Edition as a part of the
60qJmpsvntQ-00155-00037103-00037367 service which gives customers now a
60qJmpsvntQ-00156-00037368-00037583 choice of using these features to build
60qJmpsvntQ-00157-00037584-00037895 more secure applications and finally we
60qJmpsvntQ-00158-00037896-00038201 have extended MySQL autopilot for a
60qJmpsvntQ-00159-00038202-00038435 number of old DB use cases in the past
60qJmpsvntQ-00160-00038436-00038633 MySQL autopilot had a lot of
60qJmpsvntQ-00161-00038634-00038849 capabilities for analytics and now we
60qJmpsvntQ-00162-00038850-00039095 have augmented MySQL autopilot to offer
60qJmpsvntQ-00163-00039096-00039473 capabilities for oltp workloads as well
60qJmpsvntQ-00164-00039474-00039617 yeah but there was something in your
60qJmpsvntQ-00165-00039618-00039880 press release called Auto thread pooling
60qJmpsvntQ-00166-00039881-00040024 so it provides higher and sustained
60qJmpsvntQ-00167-00040025-00040205 throughput at high concerns concerns
60qJmpsvntQ-00168-00040206-00040373 concurrency by determining Apple number
60qJmpsvntQ-00169-00040374-00040607 of transactions which should be executed
60qJmpsvntQ-00170-00040608-00040757 uh
60qJmpsvntQ-00171-00040758-00040943 what is that all about the auto thread
60qJmpsvntQ-00172-00040944-00041165 pool it seems pretty interesting how
60qJmpsvntQ-00173-00041166-00041380 does it affect performance can you help
60qJmpsvntQ-00174-00041381-00041518 us understand that
60qJmpsvntQ-00175-00041519-00041693 yes and this is one of the capabilities
60qJmpsvntQ-00176-00041694-00041987 I was alluding to which we have added in
60qJmpsvntQ-00177-00041988-00042179 MySQL autopilot for transaction
60qJmpsvntQ-00178-00042180-00042461 processing so here's the basic idea if
60qJmpsvntQ-00179-00042462-00042701 you have a system where there's a large
60qJmpsvntQ-00180-00042702-00042995 number of ODP transactions coming in at
60qJmpsvntQ-00181-00042996-00043259 a high degrees of concurrency in many of
60qJmpsvntQ-00182-00043260-00043433 the existing systems or MySQL based
60qJmpsvntQ-00183-00043434-00043637 systems it can lead to a state where
60qJmpsvntQ-00184-00043638-00043918 there are few transactions executing but
60qJmpsvntQ-00185-00043919-00044117 a bunch of them can get blocked
60qJmpsvntQ-00186-00044118-00044471 with autopilot tight pudding what we
60qJmpsvntQ-00187-00044472-00044711 basically do is we do workload aware
60qJmpsvntQ-00188-00044712-00044945 admission control and what this does is
60qJmpsvntQ-00189-00044946-00045137 it figures out that what's the right
60qJmpsvntQ-00190-00045138-00045430 scheduling or all of these algorithms so
60qJmpsvntQ-00191-00045431-00045640 that either the transactions are
60qJmpsvntQ-00192-00045641-00045905 executing or as soon as something frees
60qJmpsvntQ-00193-00045906-00046085 up they can start executing so there is
60qJmpsvntQ-00194-00046086-00046324 no transaction which is blocked the
60qJmpsvntQ-00195-00046325-00046511 advantage to the customer of this
60qJmpsvntQ-00196-00046512-00046774 capability is twofold a they get
60qJmpsvntQ-00197-00046775-00047068 significantly better throughput compared
60qJmpsvntQ-00198-00047069-00047290 to a service like Aurora at high levels
60qJmpsvntQ-00199-00047291-00047495 of concurrency so at high concurrency
60qJmpsvntQ-00200-00047496-00047801 for instance my SQL Heatwave because of
60qJmpsvntQ-00201-00047802-00048046 this capability the auto thread pooling
60qJmpsvntQ-00202-00048047-00048329 offers up to 10 times higher throughput
60qJmpsvntQ-00203-00048330-00048502 compared to Aurora that's the one first
60qJmpsvntQ-00204-00048503-00048707 benefit better throughput the second
60qJmpsvntQ-00205-00048708-00048995 Advantage is that the throughput of the
60qJmpsvntQ-00206-00048996-00049229 system never drops even at high levels
60qJmpsvntQ-00207-00049230-00049427 of concurrency whereas in the case of
60qJmpsvntQ-00208-00049428-00049618 Aurora the throughput goes up but then
60qJmpsvntQ-00209-00049619-00049780 at high concurrencies let's say starting
60qJmpsvntQ-00210-00049781-00050080 say level of 500 or something depends
60qJmpsvntQ-00211-00050081-00050273 upon the underlying ship you're using
60qJmpsvntQ-00212-00050274-00050477 the throughput starts dropping where
60qJmpsvntQ-00213-00050478-00050680 it's with mySQL heat rate the throughput
60qJmpsvntQ-00214-00050681-00050962 never drops now the ramification for the
60qJmpsvntQ-00215-00050963-00051155 customer is that if the throughput is
60qJmpsvntQ-00216-00051156-00051340 not going to drop the user can start off
60qJmpsvntQ-00217-00051341-00051587 with a small shape get the performance
60qJmpsvntQ-00218-00051588-00051785 and be assured that even if their
60qJmpsvntQ-00219-00051786-00052019 workload increases they will never get a
60qJmpsvntQ-00220-00052020-00052211 performance which is worse than what
60qJmpsvntQ-00221-00052212-00052361 they're getting with lower levels of
60qJmpsvntQ-00222-00052362-00052594 concurrency so this lets leads to
60qJmpsvntQ-00223-00052595-00052804 customers provisioning a shape which is
60qJmpsvntQ-00224-00052805-00052991 just right for them and if they need
60qJmpsvntQ-00225-00052991-00053207 they can go with the larger shape right
60qJmpsvntQ-00226-00053208-00053363 they don't like you know overpay so
60qJmpsvntQ-00227-00053364-00053519 those are the two benefits better
60qJmpsvntQ-00228-00053520-00053825 performance and sustained uh throughput
60qJmpsvntQ-00229-00053826-00054023 regardless of the level of concurrency
60qJmpsvntQ-00230-00054024-00054238 so how do we quantify that I know you've
60qJmpsvntQ-00231-00054239-00054454 got some benchmarks how how can you
60qJmpsvntQ-00232-00054455-00054623 share comparisons with other Cloud
60qJmpsvntQ-00233-00054624-00054930 databases especially interested in in
60qJmpsvntQ-00234-00054932-00055247 Amazon's own databases they're obviously
60qJmpsvntQ-00235-00055248-00055661 very popular and and are you publishing
60qJmpsvntQ-00236-00055662-00055900 those again on GitHub as you have done
60qJmpsvntQ-00237-00055901-00056015 in the past take us through the
60qJmpsvntQ-00238-00056016-00056411 benchmarks sure so benchmarks are
60qJmpsvntQ-00239-00056412-00056609 important because that gives customers a
60qJmpsvntQ-00240-00056610-00056813 sense of what performance to expect and
60qJmpsvntQ-00241-00056814-00057053 what price performance to expect so we
60qJmpsvntQ-00242-00057054-00057292 have run a number of benchmarks and yes
60qJmpsvntQ-00243-00057294-00057491 all these benchmarks are available on
60qJmpsvntQ-00244-00057491-00057647 GitHub for customers to take a look at
60qJmpsvntQ-00245-00057648-00057941 so we have performance results on all
60qJmpsvntQ-00246-00057941-00058165 the three cluster workloads oltp
60qJmpsvntQ-00247-00058166-00058373 analytics in machine learning so let's
60qJmpsvntQ-00248-00058374-00058679 start with oltp for OTP and primarily
60qJmpsvntQ-00249-00058679-00058829 because of the auto thread coding
60qJmpsvntQ-00250-00058829-00059225 feature we showed that for tpcc for a
60qJmpsvntQ-00251-00059226-00059429 tended data set at high levels of
60qJmpsvntQ-00252-00059429-00059692 concurrency Heatwave offers up to 10
60qJmpsvntQ-00253-00059694-00059963 times better throughput and this
60qJmpsvntQ-00254-00059964-00060161 performance is sustained whereas in the
60qJmpsvntQ-00255-00060162-00060329 case of Aurora the performance really
60qJmpsvntQ-00256-00060329-00060623 drops so that's the first thing that 10
60qJmpsvntQ-00257-00060624-00060988 terabyte sorry 10 gigabyte vbcc icon
60qJmpsvntQ-00258-00060989-00061180 currency the performance or the
60qJmpsvntQ-00259-00061182-00061337 throughput for heat Rave is 10 times
60qJmpsvntQ-00260-00061338-00061547 better than error
60qJmpsvntQ-00261-00061548-00061816 for analytics we have done a comparison
60qJmpsvntQ-00262-00061817-00062200 of MySQL Heatwave in AWS and compared
60qJmpsvntQ-00263-00062201-00062525 with redshift snowflake Google bigquery
60qJmpsvntQ-00264-00062526-00062813 we find that the price performance of my
60qJmpsvntQ-00265-00062814-00063076 SQL Heatwave compared to redchip is
60qJmpsvntQ-00266-00063077-00063419 seven times better so MySQL heat rate in
60qJmpsvntQ-00267-00063420-00063749 AWS provides seven times better price
60qJmpsvntQ-00268-00063750-00064000 performance than ratchet that's a very
60qJmpsvntQ-00269-00064001-00064229 uh interesting result to us which means
60qJmpsvntQ-00270-00064229-00064415 that customers of redshift are really
60qJmpsvntQ-00271-00064416-00064588 going to take the service seriously
60qJmpsvntQ-00272-00064589-00064703 because they're going to get seven times
60qJmpsvntQ-00273-00064704-00064913 better price performance and this is all
60qJmpsvntQ-00274-00064914-00065230 running in AWS so compared oh God please
60qJmpsvntQ-00275-00065232-00065399 carry on yeah and then I was going to
60qJmpsvntQ-00276-00065400-00065663 say compare it to like snowflake
60qJmpsvntQ-00277-00065664-00065891 um Heatwave in AWS offers 10 times
60qJmpsvntQ-00278-00065892-00066100 better price performance and compared to
60qJmpsvntQ-00279-00066101-00066305 Google bigquery it offers 12 times
60qJmpsvntQ-00280-00066306-00066503 better price performance and this is
60qJmpsvntQ-00281-00066504-00066797 based on a four terabyte ppch workload
60qJmpsvntQ-00282-00066798-00067055 results are available on GitHub
60qJmpsvntQ-00283-00067056-00067229 and then the third category is machine
60qJmpsvntQ-00284-00067230-00067499 learning and for machine learning uh for
60qJmpsvntQ-00285-00067500-00067721 training the performance of MySQL to
60qJmpsvntQ-00286-00067722-00068081 Heatwave is 25 times faster compared to
60qJmpsvntQ-00287-00068082-00068249 that shift and now right so all the free
60qJmpsvntQ-00288-00068250-00068561 workloads we have uh benchmarks and
60qJmpsvntQ-00289-00068562-00068771 results and all of these scripts are
60qJmpsvntQ-00290-00068772-00068956 available on GitHub okay so you're
60qJmpsvntQ-00291-00068957-00069419 comparing uh MySQL Heatwave on AWS to
60qJmpsvntQ-00292-00069420-00069815 redshift and snowflake on AWS and you're
60qJmpsvntQ-00293-00069816-00070103 comparing MySQL Heatwave on AWS to
60qJmpsvntQ-00294-00070104-00070450 bigquery obviously running on on Google
60qJmpsvntQ-00295-00070451-00070571 um you know one of the things oracle's
60qJmpsvntQ-00296-00070572-00070715 done in the past when you get to price
60qJmpsvntQ-00297-00070716-00070853 performance and I've always you know
60qJmpsvntQ-00298-00070854-00071032 tried to call fouls you'll like double
60qJmpsvntQ-00299-00071033-00071291 your price for running the Oracle
60qJmpsvntQ-00300-00071292-00071525 database not heat wave but Oracle
60qJmpsvntQ-00301-00071526-00071794 database on on AWS and then you'll show
60qJmpsvntQ-00302-00071795-00072023 how it's it's so much cheaper on on
60qJmpsvntQ-00303-00072024-00072269 Oracle we'll be like okay come on but
60qJmpsvntQ-00304-00072270-00072503 they're not doing that here you're
60qJmpsvntQ-00305-00072504-00072965 basically taking MySQL Heatwave on AWS I
60qJmpsvntQ-00306-00072966-00073261 presume you're using this same pricing
60qJmpsvntQ-00307-00073262-00073576 for whatever ec2 whatever else you're
60qJmpsvntQ-00308-00073577-00073711 using storage
60qJmpsvntQ-00309-00073712-00073949 reserved instances that's Apples to
60qJmpsvntQ-00310-00073950-00074255 Apples on AWS and you have to obviously
60qJmpsvntQ-00311-00074256-00074476 do some kind of mapping for for Google
60qJmpsvntQ-00312-00074477-00074765 for bigquery can you just verify that
60qJmpsvntQ-00313-00074766-00075082 for me right we have been more than fair
60qJmpsvntQ-00314-00075083-00075329 right on two Dimensions the first thing
60qJmpsvntQ-00315-00075330-00075467 is when I'm talking about the price
60qJmpsvntQ-00316-00075468-00075779 performance 4C analytics right for uh
60qJmpsvntQ-00317-00075780-00076055 with my SQL Heatwave the cost I'm
60qJmpsvntQ-00318-00076056-00076300 talking about for my SQL Heatwave is the
60qJmpsvntQ-00319-00076301-00076476 cost of running transaction processing
60qJmpsvntQ-00320-00076477-00076703 analytics and machine learning right so
60qJmpsvntQ-00321-00076704-00076937 it's a fully loaded cost for the case of
60qJmpsvntQ-00322-00076938-00077135 my SQL heat trade whereas when I'm
60qJmpsvntQ-00323-00077136-00077297 talking about redshift but when I'm
60qJmpsvntQ-00324-00077298-00077482 talking about snowflake I'm just talking
60qJmpsvntQ-00325-00077483-00077705 about the cost of these databases for
60qJmpsvntQ-00326-00077706-00077921 running analytics only so it's not
60qJmpsvntQ-00327-00077922-00078119 including the source database which may
60qJmpsvntQ-00328-00078120-00078305 be Aurora or some other database right
60qJmpsvntQ-00329-00078306-00078550 so that's the first aspect that for a
60qJmpsvntQ-00330-00078551-00078821 heat trip it's the cost for running all
60qJmpsvntQ-00331-00078822-00079006 three kinds of workloads whereas for the
60qJmpsvntQ-00332-00079007-00079138 competition it's only for running
60qJmpsvntQ-00333-00079139-00079475 Analytics the second thing is that for
60qJmpsvntQ-00334-00079476-00079625 these other services whether it's red
60qJmpsvntQ-00335-00079626-00079841 shaped or snowflake or such right we are
60qJmpsvntQ-00336-00079842-00080111 talking about one year fully paid
60qJmpsvntQ-00337-00080112-00080315 upfront cost right so that's what most
60qJmpsvntQ-00338-00080316-00080476 of the customers would pay or maybe the
60qJmpsvntQ-00339-00080477-00080626 customers would pay that they will sign
60qJmpsvntQ-00340-00080627-00080825 a one year contract and pay out the
60qJmpsvntQ-00341-00080826-00080993 costs ahead of time because they get you
60qJmpsvntQ-00342-00080994-00081238 get a discount so we are using that
60qJmpsvntQ-00343-00081239-00081497 price in the case of snowflake the cost
60qJmpsvntQ-00344-00081498-00081706 we're using is this standard edition of
60qJmpsvntQ-00345-00081707-00081941 price not the Enterprise edition price
60qJmpsvntQ-00346-00081942-00082229 so yes we have been more than fair in
60qJmpsvntQ-00347-00082230-00082367 this comparison yeah I think that's an
60qJmpsvntQ-00348-00082368-00082553 important point I saw an analysis by
60qJmpsvntQ-00349-00082554-00082931 Mark stamer on wikibon where he was
60qJmpsvntQ-00350-00082932-00083212 doing the TCO comparisons and I mean if
60qJmpsvntQ-00351-00083213-00083387 you have to use two separate databases
60qJmpsvntQ-00352-00083388-00083555 and two separate licenses and you have
60qJmpsvntQ-00353-00083556-00083771 to do etlings and all the labor
60qJmpsvntQ-00354-00083772-00083932 associated with that that that's that's
60qJmpsvntQ-00355-00083933-00084137 a big deal and you're not even including
60qJmpsvntQ-00356-00084138-00084412 that aspect in in your comparison so
60qJmpsvntQ-00357-00084413-00084605 that's pretty impressive
60qJmpsvntQ-00358-00084606-00084856 to what do you attribute that you know
60qJmpsvntQ-00359-00084857-00085223 given that unlike oci within the AWS
60qJmpsvntQ-00360-00085224-00085337 Cloud you don't have as much control
60qJmpsvntQ-00361-00085338-00085691 over the underlying Hardware
60qJmpsvntQ-00362-00085692-00085967 so look heartbeat is one aspect okay so
60qJmpsvntQ-00363-00085968-00086147 there are three things which give us
60qJmpsvntQ-00364-00086148-00086441 this Advantage the first thing is we
60qJmpsvntQ-00365-00086442-00086729 have designed a heat wave for a scale
60qJmpsvntQ-00366-00086730-00086938 out architecture so we came up with new
60qJmpsvntQ-00367-00086939-00087112 algorithms we have come up with like say
60qJmpsvntQ-00368-00087113-00087359 one of the design points for each wave
60qJmpsvntQ-00369-00087360-00087550 is a massively partitioned architecture
60qJmpsvntQ-00370-00087551-00087791 which leads to a very high degree of
60qJmpsvntQ-00371-00087792-00088018 parallelism right so that's a lot of Ip
60qJmpsvntQ-00372-00088019-00088138 which we have built so that's the first
60qJmpsvntQ-00373-00088139-00088403 part the second thing is that although
60qJmpsvntQ-00374-00088404-00088535 we don't have control over the hardware
60qJmpsvntQ-00375-00088536-00088738 but the second design point for Heatwave
60qJmpsvntQ-00376-00088739-00088967 is that it is optimized for commodity
60qJmpsvntQ-00377-00088968-00089249 cloud and the commodity infrastructure
60qJmpsvntQ-00378-00089250-00089555 so we kind of analyze what is say the
60qJmpsvntQ-00379-00089556-00089675 compute we get how much of network
60qJmpsvntQ-00380-00089676-00089885 bandwidth do we get how much of like say
60qJmpsvntQ-00381-00089886-00090071 objects to a band would be getting AWS
60qJmpsvntQ-00382-00090072-00090347 and we have tuned Heatwave for that
60qJmpsvntQ-00383-00090348-00090544 that's the second point and the third
60qJmpsvntQ-00384-00090545-00090767 thing is MySQL autopilot which provides
60qJmpsvntQ-00385-00090768-00090935 machine learning based automation so
60qJmpsvntQ-00386-00090936-00091199 what it does is that as the user's
60qJmpsvntQ-00387-00091200-00091456 workload is running it learns from it it
60qJmpsvntQ-00388-00091457-00091738 improves uh like all the various
60qJmpsvntQ-00389-00091739-00091991 parameters in the system so the system
60qJmpsvntQ-00390-00091992-00092212 keeps getting better as you run more and
60qJmpsvntQ-00391-00092213-00092423 more queries and this is a third thing
60qJmpsvntQ-00392-00092424-00092644 as a result of which we get a
60qJmpsvntQ-00393-00092645-00092873 significant Edge over the computation
60qJmpsvntQ-00394-00092874-00093143 it's interesting I mean look any isv can
60qJmpsvntQ-00395-00093144-00093329 go on any cloud and take advantage of it
60qJmpsvntQ-00396-00093330-00093575 and that's I love it we live in a new
60qJmpsvntQ-00397-00093576-00093712 world here how about machine learning
60qJmpsvntQ-00398-00093713-00093947 workloads what what did you see there in
60qJmpsvntQ-00399-00093948-00094156 terms of performance and benchmarks
60qJmpsvntQ-00400-00094157-00094415 right so machine learning we offer three
60qJmpsvntQ-00401-00094416-00094649 capabilities training which is fully
60qJmpsvntQ-00402-00094650-00094882 automated running entrance and
60qJmpsvntQ-00403-00094883-00095099 explanations so one of the things which
60qJmpsvntQ-00404-00095100-00095309 many of our customers told us coming
60qJmpsvntQ-00405-00095310-00095518 from the Enterprise is that explanations
60qJmpsvntQ-00406-00095519-00095682 are very important to them because
60qJmpsvntQ-00407-00095683-00095938 customers want to know that why did the
60qJmpsvntQ-00408-00095939-00096055 system
60qJmpsvntQ-00409-00096056-00096359 choose a certain prediction right so we
60qJmpsvntQ-00410-00096360-00096641 offer explanations for all models which
60qJmpsvntQ-00411-00096642-00096767 have been generated by heat prevent
60qJmpsvntQ-00412-00096768-00096905 that's the first thing
60qJmpsvntQ-00413-00096906-00097109 now one of the interesting things about
60qJmpsvntQ-00414-00097110-00097253 training is that training is usually the
60qJmpsvntQ-00415-00097254-00097450 most expensive phase of machine learning
60qJmpsvntQ-00416-00097451-00097811 so we have spent a lot of time improving
60qJmpsvntQ-00417-00097812-00097985 the performance of training so we have a
60qJmpsvntQ-00418-00097986-00098147 bunch of techniques which we have
60qJmpsvntQ-00419-00098148-00098375 developed inside of Oracle to improve
60qJmpsvntQ-00420-00098376-00098525 the training process for instance we
60qJmpsvntQ-00421-00098526-00098825 have a metal and proxy models which
60qJmpsvntQ-00422-00098826-00099005 really give us an advantage we use
60qJmpsvntQ-00423-00099006-00099341 adaptive sampling we have invented new
60qJmpsvntQ-00424-00099342-00099581 techniques for parallelizing the hyper
60qJmpsvntQ-00425-00099582-00099887 parameter search so as a result of my a
60qJmpsvntQ-00426-00099888-00100103 lot of this work our training is about
60qJmpsvntQ-00427-00100104-00100511 25 times faster than that shift ML and
60qJmpsvntQ-00428-00100512-00100865 all the data is inside the database all
60qJmpsvntQ-00429-00100866-00101062 this processing is being done inside the
60qJmpsvntQ-00430-00101063-00101344 database right so it's much faster it is
60qJmpsvntQ-00431-00101345-00101549 inside the database and I want to point
60qJmpsvntQ-00432-00101550-00101759 out that there is no additional charge
60qJmpsvntQ-00433-00101760-00101987 for the Heatwave customers because we're
60qJmpsvntQ-00434-00101988-00102143 using the same cluster we're not
60qJmpsvntQ-00435-00102144-00102353 invoking in your service so all of these
60qJmpsvntQ-00436-00102354-00102484 machine learning capabilities are being
60qJmpsvntQ-00437-00102485-00102736 offered at no additional charge inside
60qJmpsvntQ-00438-00102738-00102913 the database and as a performance
60qJmpsvntQ-00439-00102914-00103199 significantly faster than redshift ml
60qJmpsvntQ-00440-00103200-00103397 are you taking advantage of or is there
60qJmpsvntQ-00441-00103398-00103673 any a
60qJmpsvntQ-00442-00103674-00103990 need not need but any advantage that you
60qJmpsvntQ-00443-00103991-00104321 can get if to by exploiting
60qJmpsvntQ-00444-00104322-00104590 things like graviton we've talked about
60qJmpsvntQ-00445-00104591-00104740 that a little bit in the past or or
60qJmpsvntQ-00446-00104741-00104921 trainium you may just mentioned training
60qJmpsvntQ-00447-00104922-00105203 so custom silicon that AWS is doing are
60qJmpsvntQ-00448-00105204-00105371 you taking advantage of that do you need
60qJmpsvntQ-00449-00105372-00105634 to can you maybe give us some insight
60qJmpsvntQ-00450-00105635-00105839 there sure so there are two things right
60qJmpsvntQ-00451-00105840-00106078 we are always evaluating what are the
60qJmpsvntQ-00452-00106079-00106240 choices we have from a hardware
60qJmpsvntQ-00453-00106241-00106439 perspective and is it an opportunity for
60qJmpsvntQ-00454-00106440-00106666 us to leverage it right and like all the
60qJmpsvntQ-00455-00106667-00106769 things you've mentioned about like say
60qJmpsvntQ-00456-00106770-00106997 graviton we have considered them but
60qJmpsvntQ-00457-00106998-00107195 there are two things to consider one is
60qJmpsvntQ-00458-00107196-00107573 P5 is a in-memory system right so a heat
60qJmpsvntQ-00459-00107574-00107819 clip is a big is the dominant cost the
60qJmpsvntQ-00460-00107820-00108101 processor is a percent of the cost but
60qJmpsvntQ-00461-00108102-00108323 memory is a dominant cost so what we
60qJmpsvntQ-00462-00108324-00108490 have evaluated and found is that the
60qJmpsvntQ-00463-00108491-00108743 currency which we are using is going to
60qJmpsvntQ-00464-00108744-00108916 provide our customers with the best
60qJmpsvntQ-00465-00108917-00109121 price performance that's the first thing
60qJmpsvntQ-00466-00109122-00109289 the second thing is that there are
60qJmpsvntQ-00467-00109290-00109504 opportunities at times when we can use a
60qJmpsvntQ-00468-00109505-00109708 specialized processor for accelerating
60qJmpsvntQ-00469-00109709-00109919 the workload a bit but then it becomes a
60qJmpsvntQ-00470-00109920-00110128 matter of the cost of the customer the
60qJmpsvntQ-00471-00110129-00110297 advantage of our current architecture is
60qJmpsvntQ-00472-00110298-00110560 on the same Hardware customers are
60qJmpsvntQ-00473-00110561-00110801 getting very good OTP performance very
60qJmpsvntQ-00474-00110802-00110963 good analytic performance and very good
60qJmpsvntQ-00475-00110964-00111154 machine learning performance if you will
60qJmpsvntQ-00476-00111155-00111365 go with a specialized processor it may
60qJmpsvntQ-00477-00111366-00111551 actually see machine learning but then
60qJmpsvntQ-00478-00111552-00111689 it's an additional cost which the
60qJmpsvntQ-00479-00111690-00111857 customer is willing to pay so we are
60qJmpsvntQ-00480-00111858-00112139 very sensitive to the customer's request
60qJmpsvntQ-00481-00112140-00112354 which is usually to provide very good
60qJmpsvntQ-00482-00112355-00112654 performance at a very low cost and what
60qJmpsvntQ-00483-00112655-00112895 we feel is the current design we have is
60qJmpsvntQ-00484-00112896-00113033 providing customers very good
60qJmpsvntQ-00485-00113033-00113243 performance and very good price
60qJmpsvntQ-00486-00113244-00113519 performance yeah so part of that is
60qJmpsvntQ-00487-00113520-00113771 architectural the memory intensive
60qJmpsvntQ-00488-00113772-00114047 nature of Heatwave the other is AWS
60qJmpsvntQ-00489-00114048-00114358 pricing if AWS pricing were to flip it
60qJmpsvntQ-00490-00114359-00114502 might make more sense for you to take
60qJmpsvntQ-00491-00114503-00114634 advantage of something like like
60qJmpsvntQ-00492-00114635-00114784 trainium okay great thank you and
60qJmpsvntQ-00493-00114785-00114893 welcome back to the bench boxes
60qJmpsvntQ-00494-00114894-00115031 benchmarks they're sometimes there
60qJmpsvntQ-00495-00115032-00115313 they're artificial right the a like a
60qJmpsvntQ-00496-00115314-00115481 car can go from 0 to 60 in two seconds
60qJmpsvntQ-00497-00115482-00115636 but I might not be able to experience
60qJmpsvntQ-00498-00115638-00115828 that level of performance do you do you
60qJmpsvntQ-00499-00115829-00115978 have any real world numbers from
60qJmpsvntQ-00500-00115979-00116236 customers that have used my SQL Heatwave
60qJmpsvntQ-00501-00116238-00116536 on AWS and how they look at performance
60qJmpsvntQ-00502-00116538-00116902 yes absolutely so the MySQL Heatwave
60qJmpsvntQ-00503-00116903-00117227 service on AWS this has been in beta for
60qJmpsvntQ-00504-00117228-00117401 like since November right so we have a
60qJmpsvntQ-00505-00117402-00117551 lot of customers who have tried the
60qJmpsvntQ-00506-00117552-00117628 service
60qJmpsvntQ-00507-00117629-00117857 and what actually we have found is that
60qJmpsvntQ-00508-00117858-00118108 many of these customers are planning to
60qJmpsvntQ-00509-00118109-00118354 migrate from Aurora to my SQL Heat Wave
60qJmpsvntQ-00510-00118355-00118552 and what they find is that the
60qJmpsvntQ-00511-00118553-00118697 performance difference is actually much
60qJmpsvntQ-00512-00118698-00118840 more pronounced than what I was talking
60qJmpsvntQ-00513-00118841-00119045 about because with Aurora
60qJmpsvntQ-00514-00119046-00119321 the performance is actually much poorer
60qJmpsvntQ-00515-00119322-00119597 compared to uh like what I've talked
60qJmpsvntQ-00516-00119598-00119813 about so in some of these cases the
60qJmpsvntQ-00517-00119814-00120143 customers found a improvement from 60
60qJmpsvntQ-00518-00120144-00120425 times to 140 times right so Heat Wave
60qJmpsvntQ-00519-00120426-00120808 was 100 up 240 times faster
60qJmpsvntQ-00520-00120809-00121115 it was much less expensive and the third
60qJmpsvntQ-00521-00121116-00121277 thing which is you know noteworthy is
60qJmpsvntQ-00522-00121278-00121523 that customers they need to change their
60qJmpsvntQ-00523-00121524-00121727 application so if you ask the top three
60qJmpsvntQ-00524-00121728-00121936 reasons why customers are migrating it's
60qJmpsvntQ-00525-00121938-00122128 because of this no change to the
60qJmpsvntQ-00526-00122129-00122404 application much faster and it is
60qJmpsvntQ-00527-00122405-00122639 cheaper right so in some cases like say
60qJmpsvntQ-00528-00122640-00122860 Johnny bites what they found is that the
60qJmpsvntQ-00529-00122861-00123047 performance of their application for the
60qJmpsvntQ-00530-00123048-00123281 complex queries was about 60 to 90 times
60qJmpsvntQ-00531-00123282-00123593 faster then we had 6D Technologies what
60qJmpsvntQ-00532-00123594-00123754 they found is that the performance of
60qJmpsvntQ-00533-00123755-00124025 heat wave compared to Aurora was 139
60qJmpsvntQ-00534-00124026-00124301 times faster so yes we do have many such
60qJmpsvntQ-00535-00124302-00124516 examples from real workloads from
60qJmpsvntQ-00536-00124517-00124769 customers who have tried it and all
60qJmpsvntQ-00537-00124770-00125002 across what we find is Heatwave offers
60qJmpsvntQ-00538-00125003-00125290 better performance lower cost and a
60qJmpsvntQ-00539-00125291-00125477 single database such that it is
60qJmpsvntQ-00540-00125478-00125723 compatible with all existing bicycle
60qJmpsvntQ-00541-00125724-00126077 based applications and workloads really
60qJmpsvntQ-00542-00126078-00126251 impressive I mean the analysts I talked
60qJmpsvntQ-00543-00126252-00126521 to they're all Gaga over Heatwave and I
60qJmpsvntQ-00544-00126522-00126713 can see I can see why okay last question
60qJmpsvntQ-00545-00126714-00127084 maybe maybe 2 two and one what's next in
60qJmpsvntQ-00546-00127085-00127313 terms of new capabilities that customers
60qJmpsvntQ-00547-00127314-00127528 are going to be able to leverage and any
60qJmpsvntQ-00548-00127529-00127684 other clouds that you're thinking about
60qJmpsvntQ-00549-00127685-00128021 we talked about that up front but right
60qJmpsvntQ-00550-00128022-00128225 so in terms of the capabilities you have
60qJmpsvntQ-00551-00128226-00128381 seen like they have been you know you
60qJmpsvntQ-00552-00128382-00128633 know non-stop attending to the feedback
60qJmpsvntQ-00553-00128633-00128813 from the customers and reacting to it
60qJmpsvntQ-00554-00128814-00129047 and also we have been innovating like
60qJmpsvntQ-00555-00129048-00129190 organically so that's something which is
60qJmpsvntQ-00556-00129191-00129401 going to continue so yes you can fully
60qJmpsvntQ-00557-00129402-00129593 expect that we will not rest and
60qJmpsvntQ-00558-00129594-00129863 continue to innovate and with respect to
60qJmpsvntQ-00559-00129864-00130049 the other clouds yes we are planning to
60qJmpsvntQ-00560-00130050-00130307 support my SQL Heatwave on Azure and
60qJmpsvntQ-00561-00130308-00130402 this is something which will be
60qJmpsvntQ-00562-00130403-00130571 announced in the near future
60qJmpsvntQ-00563-00130572-00130793 great all right thank you nip and really
60qJmpsvntQ-00564-00130794-00130936 appreciate the the overview
60qJmpsvntQ-00565-00130938-00131111 congratulations on the work really
60qJmpsvntQ-00566-00131112-00131459 exciting news that you're moving MySQL
60qJmpsvntQ-00567-00131460-00131657 Heat Wave into other clouds it's
60qJmpsvntQ-00568-00131658-00131878 something that we've been expecting for
60qJmpsvntQ-00569-00131879-00132035 some time so it's great to see you guys
60qJmpsvntQ-00570-00132036-00132364 uh uh making that move and oh as always
60qJmpsvntQ-00571-00132365-00132593 Nippon great to have you on thecube
60qJmpsvntQ-00572-00132594-00132773 thank you for the opportunity Dave all
60qJmpsvntQ-00573-00132774-00132916 right and thank you for watching this
60qJmpsvntQ-00574-00132917-00133054 special Cube conversation I'm Dave
60qJmpsvntQ-00575-00133055-00133369 vellante and we'll see you next time
60qJmpsvntQ-00576-00133370-00133816 thank you
60qJmpsvntQ-00577-00133817-00134102 foreign
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60y3AojVjYg-00001-00001775-00002353 [Music]
60y3AojVjYg-00003-00009925-00011021 [Music]
60y3AojVjYg-00005-00024440-00024572 so
60y3AojVjYg-00006-00024573-00027190 [Music]
60y3AojVjYg-00007-00027191-00027388 do
60y3AojVjYg-00008-00027389-00029907 [Music]
60y3AojVjYg-00009-00029908-00031407 [Music]
60y3AojVjYg-00010-00031408-00031697 so
60y3AojVjYg-00012-00036031-00036240 you
60Cy6z2ywnI-00000-00000188-00000515 okay so we're gonna look at zinc blende
60Cy6z2ywnI-00001-00000516-00001115 a beautiful structure should be one of
60Cy6z2ywnI-00002-00001116-00001528 your favorites and it but actually you
60Cy6z2ywnI-00003-00001529-00001651 know honestly the weight that it has
60Cy6z2ywnI-00004-00001652-00002048 some fantastic similarities to two
60Cy6z2ywnI-00005-00002049-00002363 diamond cubic okay dime cubits got some
60Cy6z2ywnI-00006-00002364-00002717 tetrahedral symmetry in there so it's
60Cy6z2ywnI-00007-00002718-00003052 it's great and and let's sketch it let's
60Cy6z2ywnI-00008-00003053-00003275 get it and it's actually quite common
60Cy6z2ywnI-00009-00003276-00003479 there there's other thing to mention
60Cy6z2ywnI-00010-00003479-00003661 with ceramic structures is we call them
60Cy6z2ywnI-00011-00003663-00003965 zinc but we call the or you know we said
60Cy6z2ywnI-00012-00003965-00004268 Oh rock salt or NaCl well that doesn't
60Cy6z2ywnI-00013-00004269-00004504 mean that any fail the only structure in
60Cy6z2ywnI-00014-00004505-00004859 all of the universe that has that same
60Cy6z2ywnI-00015-00004860-00005060 arrangement of anions and cations no
60Cy6z2ywnI-00016-00005061-00005285 it's just that we named it after kind of
60Cy6z2ywnI-00017-00005286-00005534 the most famous ceramic that has that
60Cy6z2ywnI-00018-00005535-00005759 type of arrangement you know with metals
60Cy6z2ywnI-00019-00005760-00006061 we have FCC as face centered cubic and
60Cy6z2ywnI-00020-00006062-00006302 it doesn't and and no body centered
60Cy6z2ywnI-00021-00006303-00006527 cubic we have other structures but face
60Cy6z2ywnI-00022-00006528-00006662 centered cubic doesn't it doesn't we
60Cy6z2ywnI-00023-00006663-00006866 didn't say oh it's the aluminum crystal
60Cy6z2ywnI-00024-00006867-00007084 structure we just said FCC to find the
60Cy6z2ywnI-00025-00007086-00007298 positions but you can appreciate Peru
60Cy6z2ywnI-00026-00007298-00007433 that with with a couple of different
60Cy6z2ywnI-00027-00007434-00007606 types of ions it would be a little bit
60Cy6z2ywnI-00028-00007608-00007924 more difficult to describe the structure
60Cy6z2ywnI-00029-00007925-00008407 you say oh it's the face centered anion
60Cy6z2ywnI-00030-00008408-00008720 octahedral cation structure that's a
60Cy6z2ywnI-00031-00008721-00009017 mouthful so what what people have done
60Cy6z2ywnI-00032-00009018-00009310 we've done is that historically is named
60Cy6z2ywnI-00033-00009311-00009638 it after the most famous ceramic
60Cy6z2ywnI-00034-00009639-00010063 structure that has that arrangement of
60Cy6z2ywnI-00035-00010064-00010546 of anions and cations so again think a
60Cy6z2ywnI-00036-00010547-00010810 link blend it is is the same it's that
60Cy6z2ywnI-00037-00010811-00011074 not just dink and sulfur that this
60Cy6z2ywnI-00038-00011075-00011321 arrangement there's other important
60Cy6z2ywnI-00039-00011322-00011549 semiconductor devices say for example
60Cy6z2ywnI-00040-00011550-00011681 that have the zinc blende crystal
60Cy6z2ywnI-00041-00011682-00012070 structure and let's look at it so it's
60Cy6z2ywnI-00042-00012071-00012419 cubic all right and so I'm going to draw
60Cy6z2ywnI-00043-00012420-00012763 a cube and what we usually do is
60Cy6z2ywnI-00044-00012764-00013178 position the anions first they tend to
60Cy6z2ywnI-00045-00013179-00013385 be bigger this is accepted in electron
60Cy6z2ywnI-00046-00013386-00013524 so they're a little bit bigger
60Cy6z2ywnI-00047-00013525-00013697 and we're going to fire them into these
60Cy6z2ywnI-00048-00013699-00013928 cubic positions first of all so we go
60Cy6z2ywnI-00049-00013929-00014568 all the eight corners with a salt start
60Cy6z2ywnI-00050-00014569-00014877 with a sulfur in air and then I'm going
60Cy6z2ywnI-00051-00014878-00015057 to go and I'm going to make the zinc and
60Cy6z2ywnI-00052-00015058-00015378 a color code this for you and so we've
60Cy6z2ywnI-00053-00015379-00015756 got sulfur in these Zak corner positions
60Cy6z2ywnI-00054-00015757-00015987 but then there's also face centered
60Cy6z2ywnI-00055-00015988-00016233 positions making this face centered
60Cy6z2ywnI-00056-00016234-00016578 cubic in positioning okay but remember
60Cy6z2ywnI-00057-00016579-00016803 that the anions are not necessarily
60Cy6z2ywnI-00058-00016804-00017046 touching across the face diagonals all
60Cy6z2ywnI-00059-00017047-00017139 right that's what they do for face
60Cy6z2ywnI-00060-00017140-00017294 centered cubic but this is not facing a
60Cy6z2ywnI-00061-00017295-00017907 cubic this is just an ions sulfur let me
60Cy6z2ywnI-00062-00017908-00018249 be more general and I'll say an islands
60Cy6z2ywnI-00063-00018250-00018936 okay in I'll call it FCC type all right
60Cy6z2ywnI-00064-00018937-00019131 that is their centers reside in an
60Cy6z2ywnI-00065-00019132-00019371 arrangement that you would recognize as
60Cy6z2ywnI-00066-00019372-00019674 being face centered cubic but that
60Cy6z2ywnI-00067-00019675-00020097 they're not necessarily touching each
60Cy6z2ywnI-00068-00020098-00020418 other across the face diagonals face FCC
60Cy6z2ywnI-00069-00020419-00020712 type positions all right so take your
60Cy6z2ywnI-00070-00020713-00020894 known and build on that with the unknown
60Cy6z2ywnI-00071-00020895-00021108 what do you know well you know facing
60Cy6z2ywnI-00072-00021109-00021306 YouTube it quite well so we start with
60Cy6z2ywnI-00073-00021307-00021494 that and then we need to do is we need
60Cy6z2ywnI-00074-00021495-00021735 to position cations within that
60Cy6z2ywnI-00075-00021736-00021789 structure
60Cy6z2ywnI-00076-00021790-00022128 well this dokyeom to give us a hint here
60Cy6z2ywnI-00077-00022129-00022293 it's a one-to-one ratio so we have to
60Cy6z2ywnI-00078-00022294-00022596 populate interstitial sites or position
60Cy6z2ywnI-00079-00022597-00022809 these cations into sites between the
60Cy6z2ywnI-00080-00022810-00023078 anions such that we've got the same
60Cy6z2ywnI-00081-00023079-00023496 number of cations anions if they're FCC
60Cy6z2ywnI-00082-00023497-00023667 positions for anions we know right away
60Cy6z2ywnI-00083-00023668-00023856 that the number of anions within the
60Cy6z2ywnI-00084-00023857-00024119 unit cell is for eight corners times 1/8
60Cy6z2ywnI-00085-00024120-00024477 plus six faces times 1/2 that's 3 plus 1
60Cy6z2ywnI-00086-00024478-00025038 is 4 and the size ratio here the radius
60Cy6z2ywnI-00087-00025039-00025230 of the cation to the radius of the anion
60Cy6z2ywnI-00088-00025231-00025446 if you looked it up for zinc and so if
60Cy6z2ywnI-00089-00025447-00025775 you could find that it and position a
60Cy6z2ywnI-00090-00025776-00026055 zinc into those tetrahedral interstitial
60Cy6z2ywnI-00091-00026056-00026337 sites and we've seen those and we can
60Cy6z2ywnI-00092-00026338-00026570 see them in the same positions that at
60Cy6z2ywnI-00093-00026572-00026794 carbon atoms and
60Cy6z2ywnI-00094-00026795-00027279 occupy in diamond cubic so we've got the
60Cy6z2ywnI-00095-00027280-00028039 front bottom left okay and then we've
60Cy6z2ywnI-00096-00028039-00028588 got the back bottom so if we're just
60Cy6z2ywnI-00097-00028589-00028786 populating the bottom first they're
60Cy6z2ywnI-00098-00028787-00029035 going to alternate spatially and then
60Cy6z2ywnI-00099-00029036-00029287 this is so it's towards the right and
60Cy6z2ywnI-00100-00029288-00029539 got that in okay and then towards the
60Cy6z2ywnI-00101-00029539-00030112 top we then have the top this would be
60Cy6z2ywnI-00102-00030113-00030427 the blacks let's do the same waterfront
60Cy6z2ywnI-00103-00030427-00030664 okay not so at the front it's towards
60Cy6z2ywnI-00104-00030664-00030904 the top and it is again towards the
60Cy6z2ywnI-00105-00030905-00031114 right but you can see you compare it to
60Cy6z2ywnI-00106-00031114-00031345 that bottom right it's alternated
60Cy6z2ywnI-00107-00031345-00031675 staggering right and then the other top
60Cy6z2ywnI-00108-00031676-00031857 position is going to be at the back left
60Cy6z2ywnI-00109-00031858-00032449 so this is the top correction I keep
60Cy6z2ywnI-00110-00032450-00032587 doing the wrong order here if I want to
60Cy6z2ywnI-00111-00032588-00032884 do pop by front back first so this is
60Cy6z2ywnI-00112-00032885-00033196 the the back okay that's the back it's
60Cy6z2ywnI-00113-00033197-00033631 the top but this time it's the left and
60Cy6z2ywnI-00114-00033632-00033781 so that's that those are the positions
60Cy6z2ywnI-00115-00033782-00034213 and again as I did residents we can
60Cy6z2ywnI-00116-00034214-00034501 consider for diamond cubic if you want
60Cy6z2ywnI-00117-00034502-00035200 to picture those positions it helps
60Cy6z2ywnI-00118-00035201-00035740 sometimes to visualize the unit cell as
60Cy6z2ywnI-00119-00035741-00036127 being broken down into eight little sub
60Cy6z2ywnI-00120-00036128-00036568 cubes okay so there's our art an overall
60Cy6z2ywnI-00121-00036569-00037072 unit cell you know it's glory oh my
60Cy6z2ywnI-00122-00037073-00037243 goodness this is okay it was supposed to
60Cy6z2ywnI-00123-00037244-00037384 be streamlined but I think you get the
60Cy6z2ywnI-00124-00037385-00037969 idea and if I slice this up a I slice it
60Cy6z2ywnI-00125-00037970-00038143 up front to back I show you that in
60Cy6z2ywnI-00126-00038144-00038832 effect back in the plane of the page and
60Cy6z2ywnI-00127-00038833-00039085 horizontally in horizontal plane I get
60Cy6z2ywnI-00128-00039086-00039346 eight little sub cubes and then I see
60Cy6z2ywnI-00129-00039347-00039703 well I'm gonna occupy only half of them
60Cy6z2ywnI-00130-00039704-00039883 right because how many of those eight
60Cy6z2ywnI-00131-00039884-00040026 but
60Cy6z2ywnI-00132-00040027-00040477 eight sub cube so there's eight of these
60Cy6z2ywnI-00133-00040478-00040812 tetrahedral positions right let's put
60Cy6z2ywnI-00134-00040813-00041007 these green little boxes opposed there's
60Cy6z2ywnI-00135-00041008-00041885 eight tetrahedral sites but again only
60Cy6z2ywnI-00136-00041886-00042346 half right the word out hath more clear
60Cy6z2ywnI-00137-00042347-00042960 only half are occupied so a tip an
60Cy6z2ywnI-00138-00042961-00043130 interstitial site is just a potential
60Cy6z2ywnI-00139-00043131-00043317 space then I have to have an atom there
60Cy6z2ywnI-00140-00043318-00043605 and so then which other one is occupied
60Cy6z2ywnI-00141-00043606-00044196 well this one here back bottom right and
60Cy6z2ywnI-00142-00044197-00044480 then this guy here there's they're
60Cy6z2ywnI-00143-00044481-00044712 staggered so they're staggered why the
60Cy6z2ywnI-00144-00044713-00044930 staggered is staggered to two separate
60Cy6z2ywnI-00145-00044931-00045348 like charges these cations maximally in
60Cy6z2ywnI-00146-00045349-00045636 space right maximum spatial separation
60Cy6z2ywnI-00147-00045637-00045924 here by staggering like this and if I
60Cy6z2ywnI-00148-00045925-00046101 only occupy in half you maintain the
60Cy6z2ywnI-00149-00046102-00046461 stoichiometry that's one to one anion to
60Cy6z2ywnI-00150-00046462-00046895 cation and so that the zinc blende
60Cy6z2ywnI-00151-00046896-00047240 crystal structure okay there it is zinc
60Cy6z2ywnI-00152-00047241-00047439 blende crystal structure face centered
60Cy6z2ywnI-00153-00047440-00047843 cubic positioning of anions with half of
60Cy6z2ywnI-00154-00047844-00048129 the cations I sorry with cations in
60Cy6z2ywnI-00155-00048130-00048440 tetrahedral sites and only half of them
60Cy6z2ywnI-00156-00048441-00048809 and they're staggered spatially
60G0QEFsKHk-00000-00000039-00000311 um up next we have sean keegan from
60G0QEFsKHk-00001-00000312-00000511 postman his discussion will be on
60G0QEFsKHk-00002-00000512-00000726 exploring intergalactic apis with
60G0QEFsKHk-00003-00000727-00001047 postman it's a bit of um a workshop so
60G0QEFsKHk-00004-00001048-00001319 it's to teach you all how to use apis
60G0QEFsKHk-00005-00001320-00001478 and we'll get the opportunity to use
60G0QEFsKHk-00006-00001479-00001566 some
60G0QEFsKHk-00007-00001567-00001751 open data and
60G0QEFsKHk-00008-00001752-00002030 nasa data so in this presentation we'll
60G0QEFsKHk-00009-00002032-00002118 learn a little bit about the
60G0QEFsKHk-00010-00002119-00002367 fundamentals of api by getting hands on
60G0QEFsKHk-00011-00002368-00002687 postman you'll learn why web apis are
60G0QEFsKHk-00012-00002688-00002871 the glue that holds everything together
60G0QEFsKHk-00013-00002872-00003079 on the web we will walk through
60G0QEFsKHk-00014-00003080-00003247 different well
60G0QEFsKHk-00015-00003247-00003470 sean will walk through different http
60G0QEFsKHk-00016-00003471-00003719 methods and see how each method allows
60G0QEFsKHk-00017-00003720-00003943 you to retrieve and update information
60G0QEFsKHk-00018-00003944-00004127 in your web application
60G0QEFsKHk-00019-00004128-00004351 together we'll all explore some of
60G0QEFsKHk-00020-00004352-00004575 nasa's vast data sets using their public
60G0QEFsKHk-00021-00004576-00004702 apis
60G0QEFsKHk-00022-00004703-00004863 so this session will definitely provide
60G0QEFsKHk-00023-00004864-00005079 you with the tools to delve deeper
60G0QEFsKHk-00024-00005080-00005247 on your own and leverage the apis to
60G0QEFsKHk-00025-00005248-00005447 build your own web applications we're
60G0QEFsKHk-00026-00005448-00005702 hoping that some individuals who may not
60G0QEFsKHk-00027-00005703-00005847 have felt comfortable joining our
60G0QEFsKHk-00028-00005848-00006006 hackathon this weekend will learn a lot
60G0QEFsKHk-00029-00006007-00006175 from this presentation and bring these
60G0QEFsKHk-00030-00006176-00006359 tools with them to participate this
60G0QEFsKHk-00031-00006360-00006454 weekend
60G0QEFsKHk-00032-00006455-00006727 so um with that i'll turn it over to
60G0QEFsKHk-00033-00006728-00006903 sean keegan thank you for
60G0QEFsKHk-00034-00006904-00007063 presenting today
60G0QEFsKHk-00035-00007064-00007214 cool thanks so much dominique can you
60G0QEFsKHk-00036-00007215-00007334 hear me okay
60G0QEFsKHk-00037-00007336-00007423 yes
60G0QEFsKHk-00038-00007423-00007759 fantastic yeah hey everyone uh fantastic
60G0QEFsKHk-00039-00007759-00008023 intro i really really appreciate it um
60G0QEFsKHk-00040-00008023-00008278 so i'm excited to be speaking and to
60G0QEFsKHk-00041-00008279-00008414 have this opportunity to talk to y'all
60G0QEFsKHk-00042-00008415-00008703 about uh apis and if you don't know what
60G0QEFsKHk-00043-00008704-00008846 that is or what the heck i'm talking
60G0QEFsKHk-00044-00008847-00009095 about no worries we will cover all of
60G0QEFsKHk-00045-00009096-00009174 that
60G0QEFsKHk-00046-00009175-00009399 um so i'm gonna go ahead and share my
60G0QEFsKHk-00047-00009400-00009535 screen
60G0QEFsKHk-00048-00009536-00010199 so give me just a sec
60G0QEFsKHk-00049-00010200-00010495 let's go to full screen okay
60G0QEFsKHk-00050-00010496-00010783 and
60G0QEFsKHk-00051-00010784-00010910 dominique can i just get a quick
60G0QEFsKHk-00052-00010911-00011135 confirmation that you can see
60G0QEFsKHk-00053-00011136-00012031 my screen here
60G0QEFsKHk-00054-00012032-00012110 yes
60G0QEFsKHk-00055-00012111-00012431 okay awesome cool thanks so much um yeah
60G0QEFsKHk-00056-00012432-00012623 all right so um the name of this talk is
60G0QEFsKHk-00057-00012624-00012807 exploring intergalactic apis with
60G0QEFsKHk-00058-00012808-00013094 postman uh so hopefully you know if none
60G0QEFsKHk-00059-00013095-00013207 of this makes sense if you're not sure
60G0QEFsKHk-00060-00013208-00013358 what apis are if you're not sure what
60G0QEFsKHk-00061-00013359-00013655 postman is um no worries stay with me um
60G0QEFsKHk-00062-00013656-00013838 i promise we'll cover all that and
60G0QEFsKHk-00063-00013840-00013991 hopefully when you leave today you'll
60G0QEFsKHk-00064-00013991-00014230 have an idea of how to explore apis on
60G0QEFsKHk-00065-00014231-00014335 your own
60G0QEFsKHk-00066-00014336-00014463 um
60G0QEFsKHk-00067-00014463-00014711 so that said uh my name is sean keegan i
60G0QEFsKHk-00068-00014712-00014983 am a developer advocate at postman uh
60G0QEFsKHk-00069-00014984-00015191 and what that means is i really i think
60G0QEFsKHk-00070-00015191-00015407 i have a very cool job i get to speak at
60G0QEFsKHk-00071-00015408-00015583 events like this
60G0QEFsKHk-00072-00015584-00015727 teach people about postman teach people
60G0QEFsKHk-00073-00015728-00015886 about apis
60G0QEFsKHk-00074-00015887-00016055 and really just make that process you
60G0QEFsKHk-00075-00016056-00016183 know hopefully more accessible for
60G0QEFsKHk-00076-00016184-00016294 people
60G0QEFsKHk-00077-00016295-00016519 give people the tools to explore apis on
60G0QEFsKHk-00078-00016520-00016655 their own
60G0QEFsKHk-00079-00016656-00016894 i get to do cool things in the community
60G0QEFsKHk-00080-00016895-00017039 talk with various partners and see how
60G0QEFsKHk-00081-00017040-00017191 they're using postman what they're up to
60G0QEFsKHk-00082-00017192-00017327 with apis
60G0QEFsKHk-00083-00017328-00017463 and bring that information back to my
60G0QEFsKHk-00084-00017464-00017655 team so we can kind of make the api
60G0QEFsKHk-00085-00017656-00017863 space better for everybody
60G0QEFsKHk-00086-00017864-00018094 so quite a fun job if you're interested
60G0QEFsKHk-00087-00018095-00018207 in posting you're interested in
60G0QEFsKHk-00088-00018208-00018375 developer advocacy certainly reach out
60G0QEFsKHk-00089-00018376-00018550 on twitter i always love chatting about
60G0QEFsKHk-00090-00018551-00018791 this stuff
60G0QEFsKHk-00091-00018792-00018967 so here's the agenda for today we'll
60G0QEFsKHk-00092-00018968-00019127 start like i said with an introduction
60G0QEFsKHk-00093-00019128-00019271 to apis so if you're not familiar with
60G0QEFsKHk-00094-00019272-00019479 what they are um stay with me we'll
60G0QEFsKHk-00095-00019480-00019607 cover that
60G0QEFsKHk-00096-00019608-00019758 then we'll go through api basics
60G0QEFsKHk-00097-00019759-00019935 walkthrough so get you started so that
60G0QEFsKHk-00098-00019936-00020127 you know what what an api is and how you
60G0QEFsKHk-00099-00020128-00020367 can go ahead and start um playing around
60G0QEFsKHk-00100-00020368-00020463 with them
60G0QEFsKHk-00101-00020464-00020622 then we'll explore the nasa and other
60G0QEFsKHk-00102-00020623-00020783 states related apis so that's why i
60G0QEFsKHk-00103-00020784-00021014 think it's going to be really fun um
60G0QEFsKHk-00104-00021015-00021303 nasa has so much data and it really is
60G0QEFsKHk-00105-00021304-00021575 accessible to to us through apis um and
60G0QEFsKHk-00106-00021576-00021775 so i think it'll be cool to see how we
60G0QEFsKHk-00107-00021776-00022007 can use postman to go ahead and explore
60G0QEFsKHk-00108-00022008-00022175 some of those data sets
60G0QEFsKHk-00109-00022176-00022327 i'll talk briefly about some other
60G0QEFsKHk-00110-00022328-00022567 resources to get you started on your own
60G0QEFsKHk-00111-00022568-00022694 uh and then we'll lose some time at the
60G0QEFsKHk-00112-00022695-00022863 end certainly for some q a
60G0QEFsKHk-00113-00022864-00023222 and i am keeping an eye on um the chat
60G0QEFsKHk-00114-00023223-00023422 so what you know and if dominique wants
60G0QEFsKHk-00115-00023423-00023575 to let me know if any questions come up
60G0QEFsKHk-00116-00023576-00023830 throughout uh feel free and i'm happy to
60G0QEFsKHk-00117-00023831-00024111 answer on the fly as well
60G0QEFsKHk-00118-00024112-00024303 here are our learning objectives so if
60G0QEFsKHk-00119-00024304-00024542 you stick with me to the end um at the
60G0QEFsKHk-00120-00024543-00024630 end of the session you'll be able to
60G0QEFsKHk-00121-00024631-00024822 explain what an api is
60G0QEFsKHk-00122-00024823-00024999 uh you'll be able to use postman as an
60G0QEFsKHk-00123-00025000-00025239 api client to make requests
60G0QEFsKHk-00124-00025240-00025350 and this i think will make a little bit
60G0QEFsKHk-00125-00025351-00025535 more sense as we go through but but
60G0QEFsKHk-00126-00025536-00025655 really you know we're going to use
60G0QEFsKHk-00127-00025656-00025927 postman to help us you know ask nasa for
60G0QEFsKHk-00128-00025927-00026087 data and get it back that's really what
60G0QEFsKHk-00129-00026088-00026214 that means
60G0QEFsKHk-00130-00026216-00026455 um find relevant apis in the post and
60G0QEFsKHk-00131-00026456-00026670 public network uh what that means is
60G0QEFsKHk-00132-00026672-00026814 there's there's all sorts of apis
60G0QEFsKHk-00133-00026816-00026999 available that you can find
60G0QEFsKHk-00134-00027000-00027223 shooting within postman uh and we'll
60G0QEFsKHk-00135-00027224-00027390 figure out how you can go ahead and find
60G0QEFsKHk-00136-00027391-00027535 those
60G0QEFsKHk-00137-00027536-00027727 then we're gonna inspect api responses
60G0QEFsKHk-00138-00027727-00027958 for useful info right so we're gonna ask
60G0QEFsKHk-00139-00027960-00028270 nasa or another api for information
60G0QEFsKHk-00140-00028272-00028390 we're going to be able to make sense of
60G0QEFsKHk-00141-00028391-00028574 what it sends back to us
60G0QEFsKHk-00142-00028575-00028751 and lastly you know familiarizing
60G0QEFsKHk-00143-00028752-00028983 ourselves with api documentation so that
60G0QEFsKHk-00144-00028983-00029135 we can make you know more specific
60G0QEFsKHk-00145-00029136-00029270 requests to get the information that
60G0QEFsKHk-00146-00029272-00029551 we're looking for
60G0QEFsKHk-00147-00029552-00029655 all right
60G0QEFsKHk-00148-00029656-00029862 so let's start with what is postmode uh
60G0QEFsKHk-00149-00029863-00030079 so postman uh is an api collaboration
60G0QEFsKHk-00150-00030080-00030262 platform used by more than 17 million
60G0QEFsKHk-00151-00030263-00030479 users and if i had to summarize it in a
60G0QEFsKHk-00152-00030480-00030670 sentence i would say that postman helps
60G0QEFsKHk-00153-00030672-00030967 people work with apis more efficiently
60G0QEFsKHk-00154-00030968-00031118 you can kind of see a flywheel here that
60G0QEFsKHk-00155-00031119-00031302 talks about you know different parts of
60G0QEFsKHk-00156-00031303-00031599 the api process um right so whether you
60G0QEFsKHk-00157-00031600-00031943 want to test an api document it monitor
60G0QEFsKHk-00158-00031944-00032039 we're not going to go into some of these
60G0QEFsKHk-00159-00032039-00032239 other features but it really allows you
60G0QEFsKHk-00160-00032239-00032431 to do just about everything with apis
60G0QEFsKHk-00161-00032432-00032855 and the full life cycle of apis
60G0QEFsKHk-00162-00032856-00033071 now let's talk about an intro to apis um
60G0QEFsKHk-00163-00033072-00033215 so yeah i said this phrase of time right
60G0QEFsKHk-00164-00033216-00033318 if you're not sure what i'm talking
60G0QEFsKHk-00165-00033319-00033527 about um this is the this is the slide
60G0QEFsKHk-00166-00033528-00033774 for you um an api it stands for
60G0QEFsKHk-00167-00033775-00034015 application programming interface
60G0QEFsKHk-00168-00034016-00034239 um and what that is is it's it's a tool
60G0QEFsKHk-00169-00034240-00034439 or a piece of software that provides
60G0QEFsKHk-00170-00034440-00034671 access to data and services
60G0QEFsKHk-00171-00034672-00034751 um
60G0QEFsKHk-00172-00034752-00034951 and so i can think about it right is if
60G0QEFsKHk-00173-00034952-00035151 i were building a
60G0QEFsKHk-00174-00035152-00035311 you know i live in new york city so if i
60G0QEFsKHk-00175-00035312-00035415 was building
60G0QEFsKHk-00176-00035416-00035662 like a super fan page for new york city
60G0QEFsKHk-00177-00035663-00035790 um i would want various bits of
60G0QEFsKHk-00178-00035791-00036039 information on that page i would want
60G0QEFsKHk-00179-00036040-00036190 you know maybe the weather events that
60G0QEFsKHk-00180-00036191-00036407 were taking place in new york um a map
60G0QEFsKHk-00181-00036408-00036543 of new york city
60G0QEFsKHk-00182-00036544-00036727 and rather than myself going out and
60G0QEFsKHk-00183-00036728-00036927 like every minute taking the temperature
60G0QEFsKHk-00184-00036928-00037079 and going back and updating my site
60G0QEFsKHk-00185-00037080-00037190 manually
60G0QEFsKHk-00186-00037191-00037415 that's like not a scalable or fun
60G0QEFsKHk-00187-00037416-00037646 process to do
60G0QEFsKHk-00188-00037647-00037887 but websites like weather.com or weather
60G0QEFsKHk-00189-00037888-00038055 underground they have this data
60G0QEFsKHk-00190-00038056-00038199 accessible and they do that better than
60G0QEFsKHk-00191-00038200-00038367 i'll ever be able to do it by going out
60G0QEFsKHk-00192-00038368-00038583 with my own thermometer and so through
60G0QEFsKHk-00193-00038584-00038855 the power of apis i would be able to
60G0QEFsKHk-00194-00038856-00039079 essentially ask weather.com for their
60G0QEFsKHk-00195-00039080-00039239 information on the weather
60G0QEFsKHk-00196-00039240-00039415 get that information and use it on my
60G0QEFsKHk-00197-00039416-00039687 you know new york city website um
60G0QEFsKHk-00198-00039688-00039855 and so that's like a very crude example
60G0QEFsKHk-00199-00039856-00040039 of how you can use an api and what you
60G0QEFsKHk-00200-00040040-00040174 know what it's for
60G0QEFsKHk-00201-00040175-00040335 um but it's that idea of you know
60G0QEFsKHk-00202-00040336-00040607 requesting information and getting data
60G0QEFsKHk-00203-00040608-00040702 um
60G0QEFsKHk-00204-00040703-00040895 so the next thing to talk about is a
60G0QEFsKHk-00205-00040896-00040990 client
60G0QEFsKHk-00206-00040991-00041190 and so this is the website or mobile app
60G0QEFsKHk-00207-00041191-00041535 that makes requests to api endpoints um
60G0QEFsKHk-00208-00041536-00041695 and so we'll be using postman as the
60G0QEFsKHk-00209-00041696-00041823 client for this example for this
60G0QEFsKHk-00210-00041824-00042039 workshop um and really all that means is
60G0QEFsKHk-00211-00042040-00042190 we're gonna use posted to help us say
60G0QEFsKHk-00212-00042191-00042462 like hey weather.com or hey nasa uh i
60G0QEFsKHk-00213-00042463-00042630 want this information
60G0QEFsKHk-00214-00042631-00042830 and once it sends it back postman will
60G0QEFsKHk-00215-00042831-00042990 help us you know inspect that response
60G0QEFsKHk-00216-00042991-00043223 and see what it gave it to us
60G0QEFsKHk-00217-00043224-00043318 um
60G0QEFsKHk-00218-00043319-00043462 so the goal for today we're gonna do
60G0QEFsKHk-00219-00043463-00043718 just some very basic um api walkthroughs
60G0QEFsKHk-00220-00043719-00043967 with a custom a demo customer api
60G0QEFsKHk-00221-00043968-00044111 um and then we'll look at some more fun
60G0QEFsKHk-00222-00044112-00044543 ones including some nasa related ones
60G0QEFsKHk-00223-00044544-00044751 okay so now we're going to go ahead into
60G0QEFsKHk-00224-00044752-00045007 the demo section um so if you're
60G0QEFsKHk-00225-00045008-00045255 following along now um you can either go
60G0QEFsKHk-00226-00045256-00045439 ahead and just kind of watch what i do
60G0QEFsKHk-00227-00045440-00045646 and take it in that way um but i'll try
60G0QEFsKHk-00228-00045647-00045790 to make sure it goes at a pace with
60G0QEFsKHk-00229-00045791-00045951 instructions that if you did want to
60G0QEFsKHk-00230-00045952-00046167 follow along and kind of go side by side
60G0QEFsKHk-00231-00046168-00046343 with what i'm doing that you'll be able
60G0QEFsKHk-00232-00046344-00046479 to do that
60G0QEFsKHk-00233-00046480-00046727 and so the first thing you'll need to do
60G0QEFsKHk-00234-00046728-00047030 is you'll need to have a postman account
60G0QEFsKHk-00235-00047031-00047183 to do all the stuff
60G0QEFsKHk-00236-00047184-00047271 um
60G0QEFsKHk-00237-00047272-00047407 and so
60G0QEFsKHk-00238-00047408-00047527 here are kind of like the the
60G0QEFsKHk-00239-00047528-00047718 prerequisites for following along you
60G0QEFsKHk-00240-00047719-00047839 have to create a postman account and
60G0QEFsKHk-00241-00047840-00047974 sign in
60G0QEFsKHk-00242-00047975-00048095 and then the next step is downloading
60G0QEFsKHk-00243-00048096-00048407 and installing the postman desktop agent
60G0QEFsKHk-00244-00048408-00048655 and all that is it just allows us to do
60G0QEFsKHk-00245-00048656-00048895 use postman on the web um
60G0QEFsKHk-00246-00048896-00049055 to do the requests and make the requests
60G0QEFsKHk-00247-00049056-00049335 that we want and then lastly is going to
60G0QEFsKHk-00248-00049336-00049574 the public workspace and i'm going to go
60G0QEFsKHk-00249-00049575-00049751 ahead and share
60G0QEFsKHk-00250-00049752-00050071 links to these right now so
60G0QEFsKHk-00251-00050072-00050415 give me just a sec here
60G0QEFsKHk-00252-00050416-00050695 i have lost my
60G0QEFsKHk-00253-00050696-00050943 display thing so
60G0QEFsKHk-00254-00050944-00051223 um i'm gonna go here
60G0QEFsKHk-00255-00051224-00051319 and
60G0QEFsKHk-00256-00051320-00051487 this is ultimately the web page we're
60G0QEFsKHk-00257-00051488-00051654 going to go to and i'll send you the
60G0QEFsKHk-00258-00051655-00051846 link to get here
60G0QEFsKHk-00259-00051847-00052102 it is
60G0QEFsKHk-00260-00052103-00052494 just one sec
60G0QEFsKHk-00261-00052495-00052775 i'm gonna send it over in the zoom chat
60G0QEFsKHk-00262-00052776-00053015 so if
60G0QEFsKHk-00263-00053016-00053191 somebody could go ahead and pass that
60G0QEFsKHk-00264-00053191-00053342 along to the rest of the groups dominic
60G0QEFsKHk-00265-00053344-00053487 if you could send that to everybody that
60G0QEFsKHk-00266-00053488-00053654 would be awesome
60G0QEFsKHk-00267-00053655-00053887 um and so that will take you to
60G0QEFsKHk-00268-00053888-00054094 this page here this
60G0QEFsKHk-00269-00054095-00054447 exploring intergalactic api's workspace
60G0QEFsKHk-00270-00054448-00054535 and
60G0QEFsKHk-00271-00054536-00054630 this is where we're going to do the
60G0QEFsKHk-00272-00054632-00054766 majority of our work today or where
60G0QEFsKHk-00273-00054767-00054935 we're going to see the majority of what
60G0QEFsKHk-00274-00054936-00055191 we're looking to get into
60G0QEFsKHk-00275-00055191-00055399 and if you're not familiar with postman
60G0QEFsKHk-00276-00055400-00055694 this is a workspace is kind of the you
60G0QEFsKHk-00277-00055695-00055935 know container or area where
60G0QEFsKHk-00278-00055936-00056126 all things related for a specific
60G0QEFsKHk-00279-00056127-00056335 purpose are going to live
60G0QEFsKHk-00280-00056336-00056542 in this case i created this workspace
60G0QEFsKHk-00281-00056544-00056694 specifically for
60G0QEFsKHk-00282-00056695-00056830 this workshop
60G0QEFsKHk-00283-00056832-00057030 and you know right now
60G0QEFsKHk-00284-00057032-00057191 just familiarizing ourselves this main
60G0QEFsKHk-00285-00057191-00057407 page right here is going to be
60G0QEFsKHk-00286-00057408-00057623 our overview of the workspace and it
60G0QEFsKHk-00287-00057624-00057775 talks about this
60G0QEFsKHk-00288-00057776-00057942 specific workshop
60G0QEFsKHk-00289-00057944-00058182 has information on getting started
60G0QEFsKHk-00290-00058183-00058438 has information on additional resources
60G0QEFsKHk-00291-00058439-00058726 and um encourages people to get involved
60G0QEFsKHk-00292-00058727-00058942 and contribute if you like
60G0QEFsKHk-00293-00058944-00059087 um
60G0QEFsKHk-00294-00059088-00059230 so it looks like dominique has passed
60G0QEFsKHk-00295-00059232-00059391 along the information so again if you
60G0QEFsKHk-00296-00059391-00059599 want to go here um
60G0QEFsKHk-00297-00059600-00059750 go to this
60G0QEFsKHk-00298-00059751-00059975 uh public workspace site and go ahead
60G0QEFsKHk-00299-00059976-00060135 and create an account or log in and
60G0QEFsKHk-00300-00060136-00060230 you'll be able to follow along with
60G0QEFsKHk-00301-00060232-00060438 everything i'm doing
60G0QEFsKHk-00302-00060439-00060671 so the next thing to point out is we
60G0QEFsKHk-00303-00060672-00060887 have collections and what collections
60G0QEFsKHk-00304-00060888-00061150 are is just a group of requests for an
60G0QEFsKHk-00305-00061151-00061263 api
60G0QEFsKHk-00306-00061264-00061447 um and if that sounds kind of wordy i
60G0QEFsKHk-00307-00061448-00061671 will let me unfurl one of these right so
60G0QEFsKHk-00308-00061672-00062015 api 101 that's the name of a collection
60G0QEFsKHk-00309-00062016-00062319 and these are all the requests specific
60G0QEFsKHk-00310-00062320-00062519 to this api
60G0QEFsKHk-00311-00062520-00062854 let me take a quick sip
60G0QEFsKHk-00312-00062855-00063038 of my delicious seltzer
60G0QEFsKHk-00313-00063039-00063303 and get back into it so
60G0QEFsKHk-00314-00063304-00063503 um for api 101 this is going to be how
60G0QEFsKHk-00315-00063504-00063719 we kind of first introduce or first look
60G0QEFsKHk-00316-00063720-00063926 at apis and what they are
60G0QEFsKHk-00317-00063927-00064182 and this is just a very basic sample one
60G0QEFsKHk-00318-00064183-00064303 so for me
60G0QEFsKHk-00319-00064304-00064511 um this public workspace exists and i'm
60G0QEFsKHk-00320-00064512-00064694 not part of it
60G0QEFsKHk-00321-00064695-00064894 so what i can do is i actually want to
60G0QEFsKHk-00322-00064895-00065215 take this this collection this api 101
60G0QEFsKHk-00323-00065216-00065438 and if i click it and look at this
60G0QEFsKHk-00324-00065439-00065687 documentation tag here
60G0QEFsKHk-00325-00065688-00065838 this gives us information on what this
60G0QEFsKHk-00326-00065839-00066119 collection is so this is an api 101
60G0QEFsKHk-00327-00066120-00066391 template for learning api request basics
60G0QEFsKHk-00328-00066392-00066606 um and to go ahead and actually use this
60G0QEFsKHk-00329-00066607-00066735 and if you're following along at home
60G0QEFsKHk-00330-00066736-00066855 this is something that you would want to
60G0QEFsKHk-00331-00066856-00066935 do
60G0QEFsKHk-00332-00066936-00067103 um you're going to click this fork
60G0QEFsKHk-00333-00067104-00067303 button here and i'm zoomed in otherwise
60G0QEFsKHk-00334-00067304-00067494 it would say four and if i collapse this
60G0QEFsKHk-00335-00067495-00067655 i think it'll say four
60G0QEFsKHk-00336-00067656-00067815 um and what this means is i'm going to
60G0QEFsKHk-00337-00067816-00068023 just kind of create a local copy and a
60G0QEFsKHk-00338-00068024-00068247 local version that i'm able to
60G0QEFsKHk-00339-00068248-00068503 mess around with um so let's go ahead
60G0QEFsKHk-00340-00068504-00068682 and call this
60G0QEFsKHk-00341-00068683-00069055 um stream
60G0QEFsKHk-00342-00069056-00069175 fork
60G0QEFsKHk-00343-00069176-00069343 and i'm going to back up a tiny bit
60G0QEFsKHk-00344-00069344-00069494 because if you're not familiar with this
60G0QEFsKHk-00345-00069495-00069647 or you wanted to
60G0QEFsKHk-00346-00069648-00069903 you know have it in a clean workspace
60G0QEFsKHk-00347-00069904-00070087 i have to fork this into a workspace and
60G0QEFsKHk-00348-00070088-00070255 i have quite a few here that i've
60G0QEFsKHk-00349-00070256-00070406 already done before
60G0QEFsKHk-00350-00070407-00070526 let's say i wanted to have something
60G0QEFsKHk-00351-00070527-00070750 specific i can come up here to
60G0QEFsKHk-00352-00070751-00070919 workspaces on the top
60G0QEFsKHk-00353-00070920-00071143 click new workspace
60G0QEFsKHk-00354-00071144-00071294 and i'm actually doing this step so that
60G0QEFsKHk-00355-00071295-00071406 if you're following along at home you
60G0QEFsKHk-00356-00071407-00071599 want to have a workspace specific for
60G0QEFsKHk-00357-00071600-00071775 your you know
60G0QEFsKHk-00358-00071776-00071999 workshop you can call it you know
60G0QEFsKHk-00359-00072000-00072182 workshop practice
60G0QEFsKHk-00360-00072183-00072311 and i'm going to keep it as a teamwork
60G0QEFsKHk-00361-00072312-00072423 space
60G0QEFsKHk-00362-00072424-00072782 and i'm going to create the workspace
60G0QEFsKHk-00363-00072783-00072919 so what happens now is that actually
60G0QEFsKHk-00364-00072920-00073111 takes us to this new work uh this new
60G0QEFsKHk-00365-00073112-00073271 workspace that i created
60G0QEFsKHk-00366-00073272-00073462 and you might be wondering well what
60G0QEFsKHk-00367-00073463-00073575 what happened to the you know other
60G0QEFsKHk-00368-00073576-00073743 workspace that i was looking at with all
60G0QEFsKHk-00369-00073744-00073919 the space themed stuff
60G0QEFsKHk-00370-00073920-00074055 um and that's where the search bar up
60G0QEFsKHk-00371-00074056-00074262 here comes into play it's very helpful
60G0QEFsKHk-00372-00074263-00074438 um you can just go back to the link that
60G0QEFsKHk-00373-00074439-00074631 dominique shared but let's make use of
60G0QEFsKHk-00374-00074632-00074735 the search
60G0QEFsKHk-00375-00074736-00074919 so i remember that it was called
60G0QEFsKHk-00376-00074920-00075071 exploring
60G0QEFsKHk-00377-00075072-00075326 intergalactic apis and if i just type
60G0QEFsKHk-00378-00075327-00075479 exploring we can see that it pops up in
60G0QEFsKHk-00379-00075480-00075591 the search
60G0QEFsKHk-00380-00075592-00075759 so i'm going to go back
60G0QEFsKHk-00381-00075760-00076031 to that workspace here
60G0QEFsKHk-00382-00076032-00076206 and this will allow me now so now i can
60G0QEFsKHk-00383-00076207-00076294 fork
60G0QEFsKHk-00384-00076295-00076438 that collection that i was looking at
60G0QEFsKHk-00385-00076439-00076759 this api 101
60G0QEFsKHk-00386-00076760-00076919 into the new workspace that i just
60G0QEFsKHk-00387-00076920-00077071 created
60G0QEFsKHk-00388-00077072-00077367 so let's click fork i'll say
60G0QEFsKHk-00389-00077368-00077575 stream fork
60G0QEFsKHk-00390-00077576-00077838 and i just called this one workshop
60G0QEFsKHk-00391-00077839-00077975 practice so that's where i'm going to
60G0QEFsKHk-00392-00077976-00078199 fork it into
60G0QEFsKHk-00393-00078200-00078319 all right
60G0QEFsKHk-00394-00078320-00078575 so that workflow allows me to copy that
60G0QEFsKHk-00395-00078576-00078759 collection from the public workspace
60G0QEFsKHk-00396-00078760-00078926 into my own workspace that i can work
60G0QEFsKHk-00397-00078927-00079071 with
60G0QEFsKHk-00398-00079072-00079247 so now we're going to kind of see you
60G0QEFsKHk-00399-00079248-00079367 sending a request and getting
60G0QEFsKHk-00400-00079368-00079519 information back and that's kind of how
60G0QEFsKHk-00401-00079520-00079662 apis work
60G0QEFsKHk-00402-00079663-00079815 so let's look at the first request
60G0QEFsKHk-00403-00079816-00080071 that's what the documentation says
60G0QEFsKHk-00404-00080072-00080335 just open the first request and hit send
60G0QEFsKHk-00405-00080336-00080599 so i'll click get all customers
60G0QEFsKHk-00406-00080600-00080759 and now let's familiarize ourselves with
60G0QEFsKHk-00407-00080760-00080894 the ui here
60G0QEFsKHk-00408-00080895-00081062 so this top pane
60G0QEFsKHk-00409-00081063-00081238 is going to be all things associated
60G0QEFsKHk-00410-00081239-00081367 with the request that we're about to
60G0QEFsKHk-00411-00081368-00081455 send
60G0QEFsKHk-00412-00081456-00081679 so i'm going to send a get request
60G0QEFsKHk-00413-00081680-00081975 that's the http verb
60G0QEFsKHk-00414-00081976-00082143 we're going to send it to this address
60G0QEFsKHk-00415-00082144-00082231 here
60G0QEFsKHk-00416-00082232-00082462 by clicking this blue send button
60G0QEFsKHk-00417-00082463-00082638 and postman handles all the you know
60G0QEFsKHk-00418-00082639-00082799 formatting of this and it tells the
60G0QEFsKHk-00419-00082800-00082926 server you know we're going to send
60G0QEFsKHk-00420-00082927-00083023 information
60G0QEFsKHk-00421-00083024-00083231 send the request to this
60G0QEFsKHk-00422-00083232-00083382 endpoint
60G0QEFsKHk-00423-00083383-00083606 and i click this blue send button
60G0QEFsKHk-00424-00083607-00083791 and this might take a little bit because
60G0QEFsKHk-00425-00083792-00083950 glitch has been having some problems the
60G0QEFsKHk-00426-00083951-00084287 the website where the api is hosted um
60G0QEFsKHk-00427-00084288-00084406 but if you're following along at home
60G0QEFsKHk-00428-00084407-00084526 hopefully you can just click that send
60G0QEFsKHk-00429-00084527-00084726 button and you see down here in this
60G0QEFsKHk-00430-00084727-00084967 bottom pane we have you know what we
60G0QEFsKHk-00431-00084968-00085143 call our response
60G0QEFsKHk-00432-00085144-00085294 and so this is the
60G0QEFsKHk-00433-00085295-00085471 this is the information that comes back
60G0QEFsKHk-00434-00085472-00085703 from the server so you know postman
60G0QEFsKHk-00435-00085704-00085831 helped us say
60G0QEFsKHk-00436-00085832-00086175 hey api 101 glitch.me um i want to get
60G0QEFsKHk-00437-00086176-00086318 the information that you have available
60G0QEFsKHk-00438-00086319-00086487 at this endpoint
60G0QEFsKHk-00439-00086488-00086759 it went ping the server and then it came
60G0QEFsKHk-00440-00086760-00086903 back down here and we got this
60G0QEFsKHk-00441-00086904-00087135 information um
60G0QEFsKHk-00442-00087136-00087375 on you know this is just a sample api
60G0QEFsKHk-00443-00087376-00087679 but this is customer info here
60G0QEFsKHk-00444-00087680-00087823 um
60G0QEFsKHk-00445-00087824-00088094 so this is the response that it sent us
60G0QEFsKHk-00446-00088095-00088287 if i wanted to go ahead and you know
60G0QEFsKHk-00447-00088288-00088462 just get one customer
60G0QEFsKHk-00448-00088463-00088679 you know now we introduce this
60G0QEFsKHk-00449-00088680-00088847 idea of a variable
60G0QEFsKHk-00450-00088848-00088999 um a variable is just going to be
60G0QEFsKHk-00451-00089000-00089247 something that we reuse in postman it
60G0QEFsKHk-00452-00089248-00089511 uses this double curly brace notation
60G0QEFsKHk-00453-00089512-00089799 and you can see it's still that api 101
60G0QEFsKHk-00454-00089800-00090087 same url as if i were to go back here
60G0QEFsKHk-00455-00090088-00090238 right but now i just replaced it with
60G0QEFsKHk-00456-00090239-00090503 this reusable chunk of
60G0QEFsKHk-00457-00090504-00090647 information
60G0QEFsKHk-00458-00090648-00090838 and so if i click send again this is
60G0QEFsKHk-00459-00090839-00090982 going to go ahead so now it's a more
60G0QEFsKHk-00460-00090983-00091135 specific request
60G0QEFsKHk-00461-00091136-00091326 and saying hey i actually want instead
60G0QEFsKHk-00462-00091327-00091535 of all the customers i want the customer
60G0QEFsKHk-00463-00091536-00091775 that has the id of one
60G0QEFsKHk-00464-00091776-00091975 and what postman does pretty easily for
60G0QEFsKHk-00465-00091976-00092175 us is that it handles you know
60G0QEFsKHk-00466-00092176-00092350 formatting of these requests and sending
60G0QEFsKHk-00467-00092351-00092559 specific information to the server
60G0QEFsKHk-00468-00092560-00092711 um and if i were to check this or
60G0QEFsKHk-00469-00092712-00092991 uncheck it you can see that it populates
60G0QEFsKHk-00470-00092992-00093231 in that query up there
60G0QEFsKHk-00471-00093232-00093318 um
60G0QEFsKHk-00472-00093319-00093559 so that's kind of basics of api 101 but
60G0QEFsKHk-00473-00093560-00093694 we're here to learn about kind of cooler
60G0QEFsKHk-00474-00093695-00093950 space themed ones so you know if you
60G0QEFsKHk-00475-00093951-00094159 want to go through and do the rest of
60G0QEFsKHk-00476-00094160-00094294 this api
60G0QEFsKHk-00477-00094295-00094447 on your own like feel free you can
60G0QEFsKHk-00478-00094448-00094679 certainly fork the collection um highly
60G0QEFsKHk-00479-00094680-00094823 encourage people to fork it especially
60G0QEFsKHk-00480-00094824-00095071 if you're not familiar with apis um it's
60G0QEFsKHk-00481-00095072-00095262 a great api for for just learning the
60G0QEFsKHk-00482-00095263-00095487 basics and getting to explore
60G0QEFsKHk-00483-00095488-00095703 but what i'm going to do is let's now go
60G0QEFsKHk-00484-00095704-00095887 back to
60G0QEFsKHk-00485-00095888-00095999 the
60G0QEFsKHk-00486-00096000-00096143 intergalactic apis that we were working
60G0QEFsKHk-00487-00096144-00096161 on
60G0QEFsKHk-00488-00096162-00096311 [Music]
60G0QEFsKHk-00489-00096312-00096423 and
60G0QEFsKHk-00490-00096424-00096606 like i said let's look at a little bit
60G0QEFsKHk-00491-00096607-00096838 more exciting
60G0QEFsKHk-00492-00096839-00097015 apis
60G0QEFsKHk-00493-00097016-00097215 so if i scroll this over
60G0QEFsKHk-00494-00097216-00097415 so i put all these apis in here for us
60G0QEFsKHk-00495-00097416-00097574 to explore
60G0QEFsKHk-00496-00097575-00097718 let's go ahead and get started with this
60G0QEFsKHk-00497-00097719-00098023 nasa astronomy picture of the day
60G0QEFsKHk-00498-00098024-00098167 this is actually one of nasa's more
60G0QEFsKHk-00499-00098168-00098382 popular apis um
60G0QEFsKHk-00500-00098383-00098535 and again if we think about what an api
60G0QEFsKHk-00501-00098536-00098759 is it's just going to be a tool that
60G0QEFsKHk-00502-00098760-00098959 allows us to get all this information
60G0QEFsKHk-00503-00098960-00099135 you know from nasa or from wherever
60G0QEFsKHk-00504-00099136-00099318 we're trying to get it from
60G0QEFsKHk-00505-00099319-00099503 so let's click this
60G0QEFsKHk-00506-00099504-00099718 and it unfurls the documentation here on
60G0QEFsKHk-00507-00099719-00099943 the right and we see get your nasa api
60G0QEFsKHk-00508-00099944-00100103 key here you're not sure where to ask
60G0QEFsKHk-00509-00100104-00100415 where an api key is it's just a kind of
60G0QEFsKHk-00510-00100416-00100647 a thing that associates your account
60G0QEFsKHk-00511-00100648-00100903 with you right so if i make a request an
60G0QEFsKHk-00512-00100904-00101118 api key says like all right this is sean
60G0QEFsKHk-00513-00101119-00101318 that's making that request
60G0QEFsKHk-00514-00101319-00101462 um
60G0QEFsKHk-00515-00101463-00101726 so what's really cool is this endpoint
60G0QEFsKHk-00516-00101727-00101911 allows us to get either like a random
60G0QEFsKHk-00517-00101912-00102159 picture from nasa or once for a specific
60G0QEFsKHk-00518-00102160-00102350 day
60G0QEFsKHk-00519-00102351-00102647 so let's go ahead and look at this so
60G0QEFsKHk-00520-00102648-00102918 you know here is the actual request
60G0QEFsKHk-00521-00102919-00103078 but you'll notice i can't click send
60G0QEFsKHk-00522-00103079-00103302 it's grayed out because again i have to
60G0QEFsKHk-00523-00103303-00103527 go through that workflow of forking this
60G0QEFsKHk-00524-00103528-00103630 collection
60G0QEFsKHk-00525-00103631-00103871 so highly recommend now we're getting to
60G0QEFsKHk-00526-00103872-00104063 the cool stuff so i would fork this
60G0QEFsKHk-00527-00104064-00104230 collection so same idea here it looks
60G0QEFsKHk-00528-00104231-00104358 like some people already did fork it
60G0QEFsKHk-00529-00104359-00104534 which is awesome um so you're getting
60G0QEFsKHk-00530-00104535-00104694 ahead of us which is sweet
60G0QEFsKHk-00531-00104695-00104847 um let's go ahead and fork it i'm gonna
60G0QEFsKHk-00532-00104848-00105063 click this fork button
60G0QEFsKHk-00533-00105064-00105310 i'm going to again just call it stream
60G0QEFsKHk-00534-00105311-00105423 fork
60G0QEFsKHk-00535-00105424-00105702 and pull it into that same workspace
60G0QEFsKHk-00536-00105703-00105983 that i was working on before
60G0QEFsKHk-00537-00105983-00106143 um and this is going to take me to that
60G0QEFsKHk-00538-00106144-00106310 workspace and now i can kind of work on
60G0QEFsKHk-00539-00106311-00106734 it from here um
60G0QEFsKHk-00540-00106735-00106823 oh
60G0QEFsKHk-00541-00106824-00107015 i actually forked it into
60G0QEFsKHk-00542-00107016-00107166 yeah but let's say so this is where we
60G0QEFsKHk-00543-00107167-00107247 are
60G0QEFsKHk-00544-00107248-00107415 um which i've already done this workflow
60G0QEFsKHk-00545-00107416-00107566 before but let's just say this was the
60G0QEFsKHk-00546-00107567-00107751 first time
60G0QEFsKHk-00547-00107752-00107847 now
60G0QEFsKHk-00548-00107848-00108063 i have this request i'm saying all right
60G0QEFsKHk-00549-00108064-00108278 nessa i want this information
60G0QEFsKHk-00550-00108279-00108558 for the picture of the day for september
60G0QEFsKHk-00551-00108559-00108895 13th 2019. i'm gonna click send
60G0QEFsKHk-00552-00108896-00109119 and we run into an error
60G0QEFsKHk-00553-00109120-00109207 but
60G0QEFsKHk-00554-00109208-00109407 it's not too bad like this is this is
60G0QEFsKHk-00555-00109408-00109486 okay
60G0QEFsKHk-00556-00109488-00109566 um
60G0QEFsKHk-00557-00109567-00109743 right we have the status code of 403
60G0QEFsKHk-00558-00109744-00109934 forbidden i'll zoom in a bit so we can
60G0QEFsKHk-00559-00109935-00110110 see this a bit clearer
60G0QEFsKHk-00560-00110111-00110215 um
60G0QEFsKHk-00561-00110216-00110431 all this means that we need an api key
60G0QEFsKHk-00562-00110432-00110543 which is that thing i talked about
60G0QEFsKHk-00563-00110544-00110654 before
60G0QEFsKHk-00564-00110655-00110831 you can see if i were to hover hover
60G0QEFsKHk-00565-00110832-00110983 over this we see that's an unresolved
60G0QEFsKHk-00566-00110983-00111086 variable
60G0QEFsKHk-00567-00111088-00111247 um and that just means that we don't
60G0QEFsKHk-00568-00111248-00111447 have an api key entered here
60G0QEFsKHk-00569-00111448-00111590 so this is going to be kind of our first
60G0QEFsKHk-00570-00111591-00111934 taste of api authorization and using api
60G0QEFsKHk-00571-00111935-00112039 keys
60G0QEFsKHk-00572-00112040-00112158 so let's go back and look at the
60G0QEFsKHk-00573-00112159-00112390 collection documentation
60G0QEFsKHk-00574-00112391-00112590 right so i just click the collection and
60G0QEFsKHk-00575-00112591-00112823 it says get your nasa api key here so
60G0QEFsKHk-00576-00112824-00113334 i'm going to go ahead and open this tab
60G0QEFsKHk-00577-00113335-00113519 so when i open this right the very first
60G0QEFsKHk-00578-00113520-00113647 thing it tells us is here's how you
60G0QEFsKHk-00579-00113648-00113878 generate an api key
60G0QEFsKHk-00580-00113879-00114078 so i'm gonna go ahead and just go
60G0QEFsKHk-00581-00114079-00114199 through this
60G0QEFsKHk-00582-00114200-00114351 um
60G0QEFsKHk-00583-00114352-00114502 flow here
60G0QEFsKHk-00584-00114503-00114727 and it's gonna show my api key which is
60G0QEFsKHk-00585-00114728-00114983 you know not great practice but for this
60G0QEFsKHk-00586-00114983-00115166 stream i'll just you know void the key
60G0QEFsKHk-00587-00115167-00115407 after
60G0QEFsKHk-00588-00115408-00115686 so let's sign up and nasa is super easy
60G0QEFsKHk-00589-00115688-00115847 it gives you the api key right off the
60G0QEFsKHk-00590-00115848-00116023 bat so i'm just going to copy this
60G0QEFsKHk-00591-00116024-00116158 because this is the information that i
60G0QEFsKHk-00592-00116159-00116319 need
60G0QEFsKHk-00593-00116320-00116647 and now let's go back to our
60G0QEFsKHk-00594-00116648-00116799 actual request
60G0QEFsKHk-00595-00116800-00116999 i want to request the information for
60G0QEFsKHk-00596-00117000-00117110 september
60G0QEFsKHk-00597-00117111-00117278 13th
60G0QEFsKHk-00598-00117279-00117415 um
60G0QEFsKHk-00599-00117416-00117599 you know so now what i'm going to do is
60G0QEFsKHk-00600-00117600-00117910 i want to make sure i use this value api
60G0QEFsKHk-00601-00117911-00118023 key
60G0QEFsKHk-00602-00118024-00118102 um
60G0QEFsKHk-00603-00118103-00118271 i'm going to get a little bit advanced
60G0QEFsKHk-00604-00118272-00118423 here i'm going to make this
60G0QEFsKHk-00605-00118424-00118615 um a variable
60G0QEFsKHk-00606-00118616-00118815 and i'm going to do it in an environment
60G0QEFsKHk-00607-00118816-00119023 so that way i can reuse it so
60G0QEFsKHk-00608-00119024-00119166 i'm going to go to the environments tab
60G0QEFsKHk-00609-00119167-00119278 here
60G0QEFsKHk-00610-00119279-00119454 create environment
60G0QEFsKHk-00611-00119455-00119671 and i remember that it was called api
60G0QEFsKHk-00612-00119672-00119766 key
60G0QEFsKHk-00613-00119767-00119902 and i'm going to save it in my current
60G0QEFsKHk-00614-00119903-00120039 value
60G0QEFsKHk-00615-00120040-00120183 make sure you click the save button if
60G0QEFsKHk-00616-00120183-00120551 you're following along
60G0QEFsKHk-00617-00120552-00120654 okay
60G0QEFsKHk-00618-00120655-00120823 so now when i come back here
60G0QEFsKHk-00619-00120824-00121007 um
60G0QEFsKHk-00620-00121008-00121223 it still says that it's unresolved which
60G0QEFsKHk-00621-00121224-00121407 oh and because right now i don't have
60G0QEFsKHk-00622-00121408-00121607 the environment active so i'm going to
60G0QEFsKHk-00623-00121608-00121751 come up here
60G0QEFsKHk-00624-00121752-00122023 uh and click this new environment and
60G0QEFsKHk-00625-00122024-00122319 let's just call this the nasa
60G0QEFsKHk-00626-00122320-00122519 environment
60G0QEFsKHk-00627-00122520-00122686 i'll it's already automatically saved
60G0QEFsKHk-00628-00122688-00122863 when i change the name
60G0QEFsKHk-00629-00122864-00122999 and i'll click this little check so that
60G0QEFsKHk-00630-00123000-00123127 it's active
60G0QEFsKHk-00631-00123128-00123239 here
60G0QEFsKHk-00632-00123240-00123375 and so before this was the issue that we
60G0QEFsKHk-00633-00123376-00123647 had right no api key valid if i hover
60G0QEFsKHk-00634-00123648-00123895 over this we can see that it does indeed
60G0QEFsKHk-00635-00123896-00124095 evaluate to a value
60G0QEFsKHk-00636-00124096-00124478 um so let's go ahead and click send
60G0QEFsKHk-00637-00124479-00124631 it's going to take a second
60G0QEFsKHk-00638-00124632-00124839 what it's doing right now is it's taking
60G0QEFsKHk-00639-00124840-00125047 all this information that we just sent
60G0QEFsKHk-00640-00125048-00125190 in our request
60G0QEFsKHk-00641-00125191-00125407 sending it over to the nasa api
60G0QEFsKHk-00642-00125408-00125575 and they're validating whether or not
60G0QEFsKHk-00643-00125576-00125807 you know this api key is okay and if
60G0QEFsKHk-00644-00125808-00125958 these requests all
60G0QEFsKHk-00645-00125959-00126086 you know are formatted in a way that
60G0QEFsKHk-00646-00126088-00126254 makes sense to them and they can send us
60G0QEFsKHk-00647-00126255-00126486 back you know this information
60G0QEFsKHk-00648-00126488-00126695 on you know the picture of the day for
60G0QEFsKHk-00649-00126696-00126878 that date
60G0QEFsKHk-00650-00126879-00127095 um
60G0QEFsKHk-00651-00127096-00127310 and so we have a question that i'll look
60G0QEFsKHk-00652-00127311-00127471 at in just a second
60G0QEFsKHk-00653-00127472-00127654 but you know here's our response and
60G0QEFsKHk-00654-00127655-00127799 here's all the information that comes
60G0QEFsKHk-00655-00127800-00127951 back for this day
60G0QEFsKHk-00656-00127952-00128190 and if i were to click this url
60G0QEFsKHk-00657-00128191-00128334 what's kind of cool is it opens up a new
60G0QEFsKHk-00658-00128335-00128519 tab here in postman
60G0QEFsKHk-00659-00128520-00128734 and i can click send
60G0QEFsKHk-00660-00128735-00128934 and i'll get the actual picture which is
60G0QEFsKHk-00661-00128935-00129127 really cool
60G0QEFsKHk-00662-00129128-00129214 um
60G0QEFsKHk-00663-00129215-00129390 so one of the questions we have is
60G0QEFsKHk-00664-00129391-00129534 someone wants to know
60G0QEFsKHk-00665-00129535-00129758 uh can you share api keys or do you need
60G0QEFsKHk-00666-00129759-00129863 your own
60G0QEFsKHk-00667-00129864-00130047 highly encourage you to to keep your own
60G0QEFsKHk-00668-00130048-00130190 api key
60G0QEFsKHk-00669-00130191-00130423 it's it's not good practice to to share
60G0QEFsKHk-00670-00130424-00130566 it um
60G0QEFsKHk-00671-00130567-00130814 you know a lot of apis will be pretty
60G0QEFsKHk-00672-00130815-00131007 specific and say that it has to be you
60G0QEFsKHk-00673-00131008-00131327 know specific to just a single user um
60G0QEFsKHk-00674-00131328-00131487 so that way you know
60G0QEFsKHk-00675-00131488-00131607 it also limits the amount of like
60G0QEFsKHk-00676-00131608-00131775 nefarious potential activity that could
60G0QEFsKHk-00677-00131776-00131902 take place so
60G0QEFsKHk-00678-00131903-00132151 very much recommend keeping your api key
60G0QEFsKHk-00679-00132152-00132390 to yourself
60G0QEFsKHk-00680-00132391-00132535 um
60G0QEFsKHk-00681-00132536-00132719 and so i know we're you know i want to
60G0QEFsKHk-00682-00132720-00132847 make sure i leave some time for
60G0QEFsKHk-00683-00132848-00132990 questions but i want to show you another
60G0QEFsKHk-00684-00132991-00133143 cool thing and just make sure that we
60G0QEFsKHk-00685-00133144-00133247 understand
60G0QEFsKHk-00686-00133248-00133447 kind of how we can look at some
60G0QEFsKHk-00687-00133448-00133687 you know documentation to make
60G0QEFsKHk-00688-00133688-00134023 you know more specific requests so
60G0QEFsKHk-00689-00134024-00134207 let's go to this browse api steps now
60G0QEFsKHk-00690-00134208-00134463 i'm on the nasa documentation page
60G0QEFsKHk-00691-00134464-00134614 i'm working with the astronomy picture
60G0QEFsKHk-00692-00134615-00134902 of the day so i'm going to unfurl this
60G0QEFsKHk-00693-00134903-00135087 here's the information on it and if i
60G0QEFsKHk-00694-00135088-00135247 scroll down a little bit
60G0QEFsKHk-00695-00135248-00135383 we can see right this is that get
60G0QEFsKHk-00696-00135384-00135614 request the base url
60G0QEFsKHk-00697-00135615-00135743 um
60G0QEFsKHk-00698-00135744-00135878 let's say i didn't want for a specific
60G0QEFsKHk-00699-00135879-00136102 date i wanted
60G0QEFsKHk-00700-00136103-00136439 um you know a randomly chosen images and
60G0QEFsKHk-00701-00136440-00136687 i can i can control how many i get
60G0QEFsKHk-00702-00136688-00136847 so it says here it cannot be used with
60G0QEFsKHk-00703-00136848-00137151 date start date or end date so let's go
60G0QEFsKHk-00704-00137152-00137295 back now
60G0QEFsKHk-00705-00137296-00137511 and say all right we know we can't have
60G0QEFsKHk-00706-00137512-00137607 date
60G0QEFsKHk-00707-00137608-00137790 but what i can do
60G0QEFsKHk-00708-00137791-00138223 is i can say i want the count to be five
60G0QEFsKHk-00709-00138224-00138311 and
60G0QEFsKHk-00710-00138312-00138623 by unchecking this watch up here as i
60G0QEFsKHk-00711-00138624-00138735 check it
60G0QEFsKHk-00712-00138736-00138927 right date was added
60G0QEFsKHk-00713-00138928-00139095 and then by unchecking it the date is
60G0QEFsKHk-00714-00139096-00139351 removed from the query params so postman
60G0QEFsKHk-00715-00139352-00139471 handles that and make sure that the
60G0QEFsKHk-00716-00139472-00139711 request goes through as expected
60G0QEFsKHk-00717-00139712-00139959 so click send again
60G0QEFsKHk-00718-00139960-00140151 and you'll see now right this is the
60G0QEFsKHk-00719-00140152-00140375 response it's formatted in json for us
60G0QEFsKHk-00720-00140376-00140502 which is just
60G0QEFsKHk-00721-00140503-00140654 you know it actually comes back like
60G0QEFsKHk-00722-00140655-00140871 this it's just a huge old blob
60G0QEFsKHk-00723-00140872-00140951 um
60G0QEFsKHk-00724-00140952-00141023 but
60G0QEFsKHk-00725-00141024-00141199 if postman recognizes that it's json
60G0QEFsKHk-00726-00141200-00141439 from the response uh it can format it
60G0QEFsKHk-00727-00141440-00141631 and give us you know five different
60G0QEFsKHk-00728-00141632-00141831 objects so here's one from
60G0QEFsKHk-00729-00141832-00142031 april 23 2018
60G0QEFsKHk-00730-00142032-00142183 here's one from
60G0QEFsKHk-00731-00142184-00142502 uh 2008 and we get all this information
60G0QEFsKHk-00732-00142503-00142663 and so if i were building my own website
60G0QEFsKHk-00733-00142664-00142935 about you know nasa or space i could go
60G0QEFsKHk-00734-00142936-00143159 ahead and make a request for you know
60G0QEFsKHk-00735-00143160-00143375 five if i wanted to make it 10 images
60G0QEFsKHk-00736-00143376-00143535 and click send
60G0QEFsKHk-00737-00143536-00143702 i could do this and get you know new
60G0QEFsKHk-00738-00143703-00144175 pictures every time with these urls
60G0QEFsKHk-00739-00144176-00144454 and so it's pretty cool pretty neat
60G0QEFsKHk-00740-00144455-00144719 these are very basic examples but you
60G0QEFsKHk-00741-00144720-00144902 know hopefully you can kind of get the
60G0QEFsKHk-00742-00144903-00145102 idea of you know how powerful or how
60G0QEFsKHk-00743-00145103-00145295 useful apis can be
60G0QEFsKHk-00744-00145296-00145519 um and postman just happens to be an api
60G0QEFsKHk-00745-00145520-00145735 client that allows you to you know test
60G0QEFsKHk-00746-00145736-00145871 apis and
60G0QEFsKHk-00747-00145872-00146190 check out some of the functionality um
60G0QEFsKHk-00748-00146191-00146375 but apis themselves are
60G0QEFsKHk-00749-00146376-00146566 quite interesting quite powerful
60G0QEFsKHk-00750-00146567-00146751 um and there's a lot you can do with
60G0QEFsKHk-00751-00146752-00146919 them so we we've kind of only just
60G0QEFsKHk-00752-00146920-00147063 scratched the surface
60G0QEFsKHk-00753-00147064-00147254 i want to make sure i leave time for for
60G0QEFsKHk-00754-00147255-00147463 chats but again if you're
60G0QEFsKHk-00755-00147464-00147647 uh for questions rather
60G0QEFsKHk-00756-00147648-00147735 um
60G0QEFsKHk-00757-00147736-00148023 but if you are interested
60G0QEFsKHk-00758-00148024-00148278 um in exploring more there are quite a
60G0QEFsKHk-00759-00148279-00148423 few
60G0QEFsKHk-00760-00148424-00148783 space related apis in this workspace
60G0QEFsKHk-00761-00148784-00148902 um
60G0QEFsKHk-00762-00148903-00149343 this this collection here has a bunch of
60G0QEFsKHk-00763-00149344-00149599 nasa apis that you can check out so
60G0QEFsKHk-00764-00149600-00149766 definitely fork this collection that
60G0QEFsKHk-00765-00149767-00149983 same api key will be super valuable and
60G0QEFsKHk-00766-00149984-00150183 helpful
60G0QEFsKHk-00767-00150184-00150423 in
60G0QEFsKHk-00768-00150424-00150575 just exploring all the various things
60G0QEFsKHk-00769-00150576-00150735 and posting will make it quite easy for
60G0QEFsKHk-00770-00150736-00150887 you
60G0QEFsKHk-00771-00150888-00151166 so happy to take some questions
60G0QEFsKHk-00772-00151167-00151311 i know i ran through that pretty quick
60G0QEFsKHk-00773-00151312-00151511 so you know if there were questions
60G0QEFsKHk-00774-00151512-00151631 definitely
60G0QEFsKHk-00775-00151632-00151943 you know let me know um here or you know
60G0QEFsKHk-00776-00151944-00152111 get in touch with me on twitter and i'm
60G0QEFsKHk-00777-00152112-00152343 happy to answer as much as
60G0QEFsKHk-00778-00152344-00153526 i possibly can for everybody
60G0QEFsKHk-00779-00153527-00153726 thank you for that presentation sean i
60G0QEFsKHk-00780-00153727-00153895 was learning a lot i was
60G0QEFsKHk-00781-00153896-00154095 trying to follow along as well
60G0QEFsKHk-00782-00154096-00154302 because i do know that trying to work
60G0QEFsKHk-00783-00154303-00154543 with apis without um a medium like this
60G0QEFsKHk-00784-00154544-00154711 is actually kind of challenging i would
60G0QEFsKHk-00785-00154712-00154951 always miss like a sense mark or a
60G0QEFsKHk-00786-00154952-00155166 question or not format it properly and
60G0QEFsKHk-00787-00155167-00155343 just spend hours trying to debug
60G0QEFsKHk-00788-00155344-00155599 figuring it out um other than that can
60G0QEFsKHk-00789-00155600-00155871 you tell us some of the other ways that
60G0QEFsKHk-00790-00155872-00156126 you know postman enhances the experience
60G0QEFsKHk-00791-00156127-00156375 when people are trying to integrate apis
60G0QEFsKHk-00792-00156376-00156526 into their
60G0QEFsKHk-00793-00156527-00156735 um their projects
60G0QEFsKHk-00794-00156736-00156911 sure yeah yeah that's a great question
60G0QEFsKHk-00795-00156912-00157102 um and like you said i think you know if
60G0QEFsKHk-00796-00157103-00157326 people are trying to explore apis on
60G0QEFsKHk-00797-00157327-00157511 their own there are quite a few ways you
60G0QEFsKHk-00798-00157512-00157799 can do it um you know there's curl
60G0QEFsKHk-00799-00157800-00157975 commands which are
60G0QEFsKHk-00800-00157976-00158183 basically doing a lot of the same stuff
60G0QEFsKHk-00801-00158184-00158383 that we did in postman but just from a
60G0QEFsKHk-00802-00158384-00158575 command line um
60G0QEFsKHk-00803-00158576-00158678 and dominique like you were saying that
60G0QEFsKHk-00804-00158679-00158807 can get really challenging you could
60G0QEFsKHk-00805-00158808-00159111 miss you know a a quotation somewhere
60G0QEFsKHk-00806-00159112-00159263 you could you know not understand the
60G0QEFsKHk-00807-00159264-00159511 parameters like authorization gets quite
60G0QEFsKHk-00808-00159512-00159702 tricky
60G0QEFsKHk-00809-00159703-00159966 and so you know what what postman is is
60G0QEFsKHk-00810-00159967-00160175 really helpful with is
60G0QEFsKHk-00811-00160176-00160439 kind of taking care of some of the
60G0QEFsKHk-00812-00160440-00160639 finer points and and places where you
60G0QEFsKHk-00813-00160640-00160959 can make errors in a kind of neatly
60G0QEFsKHk-00814-00160960-00161271 you know presented tool um so for
60G0QEFsKHk-00815-00161272-00161495 example right i was you know i added the
60G0QEFsKHk-00816-00161496-00161663 count i changed the account from five to
60G0QEFsKHk-00817-00161664-00161919 ten and all i had to do was you know
60G0QEFsKHk-00818-00161920-00162095 change that number from five to ten i
60G0QEFsKHk-00819-00162096-00162375 didn't have to like totally redo
60G0QEFsKHk-00820-00162376-00162511 you know the request i didn't have to
60G0QEFsKHk-00821-00162512-00162702 copy and paste a ton of stuff and hope
60G0QEFsKHk-00822-00162703-00162863 that that all worked out
60G0QEFsKHk-00823-00162864-00162951 um
60G0QEFsKHk-00824-00162952-00163175 you know a tool like post of tool like
60G0QEFsKHk-00825-00163176-00163407 postman just makes it you know
60G0QEFsKHk-00826-00163408-00163583 much more convenient to kind of work
60G0QEFsKHk-00827-00163584-00163671 with
60G0QEFsKHk-00828-00163672-00163911 um you know sending api requests and
60G0QEFsKHk-00829-00163912-00164511 inspecting the responses
60G0QEFsKHk-00830-00164512-00164759 that sounds amazing we do have another
60G0QEFsKHk-00831-00164760-00165078 question that was um hannah who said
60G0QEFsKHk-00832-00165079-00165231 that she thinks the picture from nasa
60G0QEFsKHk-00833-00165232-00165454 was cool that popped up um and she
60G0QEFsKHk-00834-00165455-00165623 wanted to know is there anything further
60G0QEFsKHk-00835-00165624-00165871 we can do with it other than seeing it
60G0QEFsKHk-00836-00165872-00166166 within the postman api so
60G0QEFsKHk-00837-00166167-00166319 what's the next step after you've
60G0QEFsKHk-00838-00166320-00166495 gathered this api
60G0QEFsKHk-00839-00166496-00166823 yeah yeah so great question i you know i
60G0QEFsKHk-00840-00166824-00166959 it's tough to
60G0QEFsKHk-00841-00166960-00167247 kind of showcase the full power of apis
60G0QEFsKHk-00842-00167248-00167583 you know in a 20 25 minute window
60G0QEFsKHk-00843-00167584-00167687 um
60G0QEFsKHk-00844-00167688-00167943 but yeah i mean some next steps could be
60G0QEFsKHk-00845-00167944-00168111 right you know we were exploring the
60G0QEFsKHk-00846-00168112-00168326 nasa api just to kind of see what was
60G0QEFsKHk-00847-00168327-00168487 out there what the picture of the day
60G0QEFsKHk-00848-00168488-00168614 api
60G0QEFsKHk-00849-00168615-00168783 looked like and how it behaved what it
60G0QEFsKHk-00850-00168784-00168935 said back to us
60G0QEFsKHk-00851-00168936-00169031 and so
60G0QEFsKHk-00852-00169032-00169254 say i was building instead of like you
60G0QEFsKHk-00853-00169255-00169526 know sean's new york city fan club
60G0QEFsKHk-00854-00169527-00169687 website you know i wanted to build a
60G0QEFsKHk-00855-00169688-00169935 space themed website um a tool like
60G0QEFsKHk-00856-00169936-00170143 postman is really helpful to you know
60G0QEFsKHk-00857-00170144-00170326 explore these apis
60G0QEFsKHk-00858-00170327-00170535 and then you know test the functionality
60G0QEFsKHk-00859-00170536-00170783 and see what i would need to do
60G0QEFsKHk-00860-00170784-00171054 to get information from my own website
60G0QEFsKHk-00861-00171055-00171159 um
60G0QEFsKHk-00862-00171160-00171375 and you know there's there's the ability
60G0QEFsKHk-00863-00171376-00171751 to generate code um so i may if i make a
60G0QEFsKHk-00864-00171752-00172071 pretty advanced request uh to a nasa api
60G0QEFsKHk-00865-00172072-00172175 and says
60G0QEFsKHk-00866-00172176-00172478 i want you know x number of pictures
60G0QEFsKHk-00867-00172479-00172663 from these dates
60G0QEFsKHk-00868-00172664-00173023 and i only want the hdu urls um
60G0QEFsKHk-00869-00173024-00173238 postman can help us figure out how to
60G0QEFsKHk-00870-00173239-00173583 get you know those exact parameters and
60G0QEFsKHk-00871-00173584-00173863 the code to make that query to an api
60G0QEFsKHk-00872-00173864-00174111 um and it can convert that code into you
60G0QEFsKHk-00873-00174112-00174311 know node.js if that was what i was
60G0QEFsKHk-00874-00174312-00174638 doing you know to write my website um
60G0QEFsKHk-00875-00174639-00174799 server-side code
60G0QEFsKHk-00876-00174800-00174943 um
60G0QEFsKHk-00877-00174944-00175083 you know i
60G0QEFsKHk-00878-00175084-00175366 can another really nice thing is you can
60G0QEFsKHk-00879-00175367-00175535 take information from one requested
60G0QEFsKHk-00880-00175536-00175775 postman and use it to make an ensuing
60G0QEFsKHk-00881-00175776-00175887 request
60G0QEFsKHk-00882-00175888-00176119 um and so if i you know captured
60G0QEFsKHk-00883-00176120-00176311 information on we didn't get a chance to
60G0QEFsKHk-00884-00176312-00176502 dig into some of the others but if i was
60G0QEFsKHk-00885-00176503-00176678 looking at international space station
60G0QEFsKHk-00886-00176679-00176790 locations
60G0QEFsKHk-00887-00176791-00176959 i could capture that location and see if
60G0QEFsKHk-00888-00176960-00177126 there's anything nearby using other
60G0QEFsKHk-00889-00177127-00177559 requests as well
60G0QEFsKHk-00890-00177560-00177878 i think that's time so i'm gonna
60G0QEFsKHk-00891-00177879-00178078 give up my my time here and say thank
60G0QEFsKHk-00892-00178079-00178231 you so much for having me dominique this
60G0QEFsKHk-00893-00178232-00178454 has been a blast and for everyone that
60G0QEFsKHk-00894-00178455-00178583 has other questions feel free to get in
60G0QEFsKHk-00895-00178584-00178702 touch with me
60G0QEFsKHk-00896-00178703-00178863 yes thank you so much this is so
60G0QEFsKHk-00897-00178864-00179071 informative and really really great and
60G0QEFsKHk-00898-00179072-00179238 i think the people who are watching
60G0QEFsKHk-00899-00179239-00179438 learned a lot so thank you so much
60G0QEFsKHk-00900-00179439-00179575 yeah you're very welcome thanks for
60G0QEFsKHk-00901-00179576-00180076 having me thank you have a good day
63q9U-ZEJik-00000-00006064-00006364 sir
63_VKT9TeVk-00000-00000014-00000762 [Music]
63_VKT9TeVk-00001-00000763-00001450 in 30 days 100 points
63_VKT9TeVk-00003-00005664-00005985 foreign
63_VKT9TeVk-00005-00010356-00010511 foreign
63_VKT9TeVk-00007-00013523-00013677 foreign
63_VKT9TeVk-00009-00016754-00017079 thank you
63_VKT9TeVk-00010-00017080-00019944 [Music]
63_VKT9TeVk-00011-00019945-00020261 thank you
63_VKT9TeVk-00012-00020262-00020585 foreign
63_VKT9TeVk-00014-00026663-00027464 foreign
63_VKT9TeVk-00015-00027464-00028632 [Music]
63Te7CDy9zY-00000-00000031-00000380 Friday Harbor laboratories fhl is a
63Te7CDy9zY-00001-00000381-00000611 marine biology field station of the
63Te7CDy9zY-00002-00000612-00000782 University of Washington
63Te7CDy9zY-00003-00000783-00001070 located in Friday Harbor San Juan Island
63Te7CDy9zY-00004-00001071-00001424 Washington United States Friday Harbor
63Te7CDy9zY-00005-00001425-00001639 labs is known for its intensive summer
63Te7CDy9zY-00006-00001641-00001880 classes offered to competitive graduate
63Te7CDy9zY-00007-00001880-00002105 students from around the world in fields
63Te7CDy9zY-00008-00002106-00002291 of marine biology and other marine
63Te7CDy9zY-00009-00002292-00002648 sciences autumn and spring academic
63Te7CDy9zY-00010-00002649-00002867 terms include courses designed for
63Te7CDy9zY-00011-00002868-00003067 advanced undergraduates as well as
63Te7CDy9zY-00012-00003068-00003311 graduate students most spring and fall
63Te7CDy9zY-00013-00003311-00003545 classes run ten weeks and feature an
63Te7CDy9zY-00014-00003546-00003842 original research component in addition
63Te7CDy9zY-00015-00003843-00004034 to serving students Friday Harbor
63Te7CDy9zY-00016-00004035-00004261 laboratories has a small resident
63Te7CDy9zY-00017-00004262-00004460 scientific staff and offers year-round
63Te7CDy9zY-00018-00004461-00004718 laboratory library and housing
63Te7CDy9zY-00019-00004719-00004936 accommodations for visiting researchers
63Te7CDy9zY-00020-00004937-00005197 and their families research areas
63Te7CDy9zY-00021-00005198-00005445 include marine algae marine conservation
63Te7CDy9zY-00022-00005446-00005722 biology marine invertebrate zoology
63Te7CDy9zY-00023-00005723-00005963 comparative invertebrate embryology
63Te7CDy9zY-00024-00005964-00006197 experimental and field approaches in
63Te7CDy9zY-00025-00006198-00006457 biology and paleontology functional
63Te7CDy9zY-00026-00006458-00006695 morphology and ecology of marine fishes
63Te7CDy9zY-00027-00006695-00006953 invertebrate larval ecology and other
63Te7CDy9zY-00028-00006954-00007166 current topics in marine science and
63Te7CDy9zY-00029-00007167-00007652 oceanography fhl was founded in 1904 by
63Te7CDy9zY-00030-00007653-00007880 university of washington zoology
63Te7CDy9zY-00031-00007881-00008110 professor Trevor Kincaid who became its
63Te7CDy9zY-00032-00008111-00008426 first director in 2004 zoologist
63Te7CDy9zY-00033-00008427-00008642 Patricia Louise Dudley who had spent
63Te7CDy9zY-00034-00008643-00008849 many summers at the laboratory created
63Te7CDy9zY-00035-00008850-00009116 an endowment to support researcher
63Te7CDy9zY-00036-00009117-00009281 scholarships for the study of
63Te7CDy9zY-00037-00009282-00009521 systematics the structure of marine
63Te7CDy9zY-00038-00009522-00009781 organisms or for marine invertebrate
63Te7CDy9zY-00039-00009782-00010124 ecology she directed that fund
63Te7CDy9zY-00040-00010125-00010339 recipients spend significant time at
63Te7CDy9zY-00041-00010340-00010577 Friday Harbor and added her desire that
63Te7CDy9zY-00042-00010578-00010727 findings contribute to the understanding
63Te7CDy9zY-00043-00010728-00011164 of evolutionary relationships
65-C9qNjxdu-00000-00000058-00000313 Angola is scheduled to compete at the
65-C9qNjxdu-00001-00000314-00000586 2017 World Aquatics Championships in
65-C9qNjxdu-00002-00000587-00000853 Budapest Hungary from the 14th of July
65-C9qNjxdu-00003-00000855-00001524 to the 30th of July
65-C9qNjxdu-00004-00001525-00002130 Topic open water swimming
65-C9qNjxdu-00005-00002131-00002370 Angola has entered one open water
65-C9qNjxdu-00006-00002371-00002858 swimmer
65-C9qNjxdu-00007-00002859-00003384 topic swimming
65-C9qNjxdu-00008-00003385-00003624 Angola has received a universality
65-C9qNjxdu-00009-00003625-00003894 invitation from FINA to send a maximum
65-C9qNjxdu-00010-00003895-00004083 of four swimmers two men and two women
65-C9qNjxdu-00011-00004084-00004464 to the world championships
691XAT1sJNg-00000-00000000-00000426 foreign
691XAT1sJNg-00001-00000427-00000767 manager a baby boy was born a true Game
691XAT1sJNg-00002-00000768-00001079 Changer Jesus Christ is his name a plan
691XAT1sJNg-00003-00001080-00001427 in place to save us from our sins and
691XAT1sJNg-00004-00001428-00001793 offer us Grace he grew up in Nazareth a
691XAT1sJNg-00005-00001794-00002002 carpenter's son but his mission was
691XAT1sJNg-00006-00002003-00002321 greater for everyone he healed the sick
691XAT1sJNg-00007-00002322-00002602 gave sight to the blind with compassion
691XAT1sJNg-00008-00002603-00002981 and love he was one of a kind
691XAT1sJNg-00009-00002982-00003329 us to love to forgive and to pray and to
691XAT1sJNg-00010-00003329-00003640 follow his path each and every day he
691XAT1sJNg-00011-00003642-00003940 knew that our sins had spotted us from
691XAT1sJNg-00012-00003942-00004235 God but he had a plan to make us new and
691XAT1sJNg-00013-00004236-00004501 bring us home he believed it took us
691XAT1sJNg-00014-00004502-00004841 took up his cross and died on that Hill
691XAT1sJNg-00015-00004842-00005219 he sacrificed paid the price for all of
691XAT1sJNg-00016-00005220-00005525 our ill will he rose from the dead three
691XAT1sJNg-00017-00005526-00005843 days later to give us new life and to be
691XAT1sJNg-00018-00005844-00006191 our savior now we can have hope and
691XAT1sJNg-00019-00006192-00006406 eternal life through Jesus Christ Our
691XAT1sJNg-00020-00006408-00006719 one through guide so let us trust in him
691XAT1sJNg-00021-00006720-00007048 and live for his name for he has said
691XAT1sJNg-00022-00007050-00007409 Allah amen
6s57MvcqXng-00000-00000000-00000209 penis and then we're done one of the
6s57MvcqXng-00001-00000210-00000476 problems with post-modernism is that and
6s57MvcqXng-00002-00000476-00000649 this is a big problem like there's a
6s57MvcqXng-00003-00000650-00000836 fatal problem apart from the fact that
6s57MvcqXng-00004-00000836-00000991 it's incoherent and there's no value
6s57MvcqXng-00005-00000992-00001183 structure in it and it's fundamentally
6s57MvcqXng-00006-00001184-00001385 divisive and destructive there's a
6s57MvcqXng-00007-00001386-00001595 logical problem with the two that's even
6s57MvcqXng-00008-00001596-00001801 worse and so you might be noticing that
6s57MvcqXng-00009-00001802-00002077 the lgbtq set of acronyms keeps growing
6s57MvcqXng-00010-00002078-00002366 hey and it's kind of its kind of a form
6s57MvcqXng-00011-00002367-00002560 of its own parody in some sense it's
6s57MvcqXng-00012-00002561-00002696 like well I'm impressed it's like yeah
6s57MvcqXng-00013-00002697-00002939 yeah you are and well I'm impressed too
6s57MvcqXng-00014-00002940-00003182 yeah you're also impressed and maybe I'm
6s57MvcqXng-00015-00003183-00003356 even impressing you being part of this
6s57MvcqXng-00016-00003357-00003509 other marginalized group but at least we
6s57MvcqXng-00017-00003510-00003674 share our oppression well I'm also
6s57MvcqXng-00018-00003675-00003899 oppressed well so am i I'm oppressed -
6s57MvcqXng-00019-00003900-00004241 it's like okay so here's a problem
6s57MvcqXng-00020-00004242-00004436 there's a big problem here the problem
6s57MvcqXng-00021-00004437-00004711 is it's true europress
6s57MvcqXng-00022-00004712-00004870 you're oppressed Europe rest your
6s57MvcqXng-00023-00004871-00005117 oppress god only knows why maybe you're
6s57MvcqXng-00024-00005118-00005272 too short or you're not as beautiful as
6s57MvcqXng-00025-00005273-00005465 you could be or you know your parent
6s57MvcqXng-00026-00005466-00005693 your grandparent was a serf likely
6s57MvcqXng-00027-00005694-00005858 because almost everybody's grand great
6s57MvcqXng-00028-00005859-00006113 grandparent was it's like you know and
6s57MvcqXng-00029-00006114-00006242 you're not as smart as you could be and
6s57MvcqXng-00030-00006243-00006464 you have a sick relative and you have
6s57MvcqXng-00031-00006465-00006673 your own physical problems and it's like
6s57MvcqXng-00032-00006675-00006859 frankly you're a mess and you're
6s57MvcqXng-00033-00006861-00007067 oppressed in every possible way
6s57MvcqXng-00034-00007068-00007289 including your ancestry and your biology
6s57MvcqXng-00035-00007290-00007621 and the entire sum of human history has
6s57MvcqXng-00036-00007622-00007952 conspired to produce victimized you with
6s57MvcqXng-00037-00007953-00008164 all your individual pathological
6s57MvcqXng-00038-00008165-00008642 problems it's like yes true ok but the
6s57MvcqXng-00039-00008643-00008935 problem is is that it is true and so if
6s57MvcqXng-00040-00008936-00009095 you take me oppressed you have to
6s57MvcqXng-00041-00009096-00009271 fraction ate them and fraction ate them
6s57MvcqXng-00042-00009272-00009467 it's like you're a woman yeah ok well
6s57MvcqXng-00043-00009468-00009664 I'm a black woman well I'm a black woman
6s57MvcqXng-00044-00009665-00009853 who has two children well I'm a black
6s57MvcqXng-00045-00009854-00010016 woman who has two children and one of
6s57MvcqXng-00046-00010017-00010262 them isn't very healthy and then well
6s57MvcqXng-00047-00010263-00010508 I'm a I'm a Hispanic woman and I have a
6s57MvcqXng-00048-00010509-00010699 genius son who doesn't have any money so
6s57MvcqXng-00049-00010700-00010919 that he can't go to university and you
6s57MvcqXng-00050-00010920-00011024 know I had a hell of a time getting
6s57MvcqXng-00051-00011025-00011203 across the border it was really hard on
6s57MvcqXng-00052-00011204-00011420 me to get my citizenship my husband is
6s57MvcqXng-00053-00011421-00011645 an alcoholic brute it's like well yeah
6s57MvcqXng-00054-00011646-00011930 that sucks too and so well so let's
6s57MvcqXng-00055-00011931-00012166 let's let's fix all your oppressive
6s57MvcqXng-00056-00012167-00012413 oppression and we'll take every single
6s57MvcqXng-00057-00012414-00012571 thing into account and then we'll fix
6s57MvcqXng-00058-00012572-00012745 yours too we'll take every single thing
6s57MvcqXng-00059-00012746-00012935 into account it's like no you won't
6s57MvcqXng-00060-00012936-00013268 because you can't you can't it is
6s57MvcqXng-00061-00013269-00013354 technique
6s57MvcqXng-00062-00013355-00013583 impossible first of all you can't even
6s57MvcqXng-00063-00013584-00013754 list all the ways that you're oppressed
6s57MvcqXng-00064-00013755-00013966 second how are you going to weight them
6s57MvcqXng-00065-00013966-00014216 third who's going to decide and that's
6s57MvcqXng-00066-00014216-00014435 the bloody thing who's going to decide
6s57MvcqXng-00067-00014436-00014732 that's the thing well what's the answer
6s57MvcqXng-00068-00014733-00015002 in the West it's like in free markets oh
6s57MvcqXng-00069-00015003-00015050 yeah
6s57MvcqXng-00070-00015051-00015230 Christ will never build a solve this
6s57MvcqXng-00071-00015231-00015461 problem no one can solve it what are we
6s57MvcqXng-00072-00015462-00015602 going to do about that we're going to
6s57MvcqXng-00073-00015603-00015809 outsource it to the marketplace you're
6s57MvcqXng-00074-00015810-00016037 going to take your sorry pathetic being
6s57MvcqXng-00075-00016038-00016219 and you're going to try to offer me
6s57MvcqXng-00076-00016221-00016460 something that maybe I want and I'm
6s57MvcqXng-00077-00016461-00016655 going to take my story pathetic being
6s57MvcqXng-00078-00016656-00016916 and I'm going to say well all things
6s57MvcqXng-00079-00016917-00017228 considered as well as I can understand
6s57MvcqXng-00080-00017229-00017441 that maybe I could give you this much
6s57MvcqXng-00081-00017442-00017657 money which is actually a promise for
6s57MvcqXng-00082-00017658-00017915 that thing and you've packed all of your
6s57MvcqXng-00083-00017916-00018169 damn oppression into the price and I
6s57MvcqXng-00084-00018170-00018338 packed all my oppression into the
6s57MvcqXng-00085-00018339-00018530 willingness to pay it and that solution
6s57MvcqXng-00086-00018531-00018875 sucks it's a bad solution but compared
6s57MvcqXng-00087-00018876-00019181 to every other solution man it's why 10%
6s57MvcqXng-00088-00019182-00019508 of us have freedom and so there's a
6s57MvcqXng-00089-00019509-00019712 tremendous iya logic at the bottom of
6s57MvcqXng-00090-00019713-00020087 this it's like you have to fractionate
6s57MvcqXng-00091-00020088-00020285 the oppressed all the way down to the
6s57MvcqXng-00092-00020286-00020522 level of the individual all that's what
6s57MvcqXng-00093-00020523-00020756 the West figured out you know there's a
6s57MvcqXng-00094-00020757-00020891 couple of figures who at the
6s57MvcqXng-00095-00020892-00021089 mythological roots of our culture and
6s57MvcqXng-00096-00021090-00021290 you know people get upset with me
6s57MvcqXng-00097-00021291-00021482 because I bring in religious themes but
6s57MvcqXng-00098-00021483-00021662 I understand some things about mythology
6s57MvcqXng-00099-00021663-00021917 and religion it's not an accident that
6s57MvcqXng-00100-00021918-00022193 the axiomatic Western individual is
6s57MvcqXng-00101-00022194-00022505 someone who is unfairly nailed to a
6s57MvcqXng-00102-00022506-00023005 cross and tortured it's like yes right
6s57MvcqXng-00103-00023006-00023469 exactly so what do you do about that
6s57MvcqXng-00104-00023470-00023825 well I thought about that for a long
6s57MvcqXng-00105-00023826-00024047 time too it's like well you don't get
6s57MvcqXng-00106-00024048-00024335 together in a damn Bob because all that
6s57MvcqXng-00107-00024336-00024557 does is allow you to be as horrible as
6s57MvcqXng-00108-00024558-00024734 you could possibly imagine and suffer
6s57MvcqXng-00109-00024735-00024950 from none of the consequences that's a
6s57MvcqXng-00110-00024951-00025258 bad idea so how about we don't do that
6s57MvcqXng-00111-00025259-00025565 well there's a deep idea in the West too
6s57MvcqXng-00112-00025566-00025828 it's like pick up your damned suffering
6s57MvcqXng-00113-00025829-00026245 and bear it and try to be a good person
6s57MvcqXng-00114-00026247-00026650 so you don't make it worse
6s57MvcqXng-00115-00026651-00027004 well that's a truth you know I read a
6s57MvcqXng-00116-00027005-00027292 lot about the terrible things that
6s57MvcqXng-00117-00027293-00027442 people have done to each other you just
6s57MvcqXng-00118-00027443-00027933 cannot even imagine it it's so awful so
6s57MvcqXng-00119-00027933-00028162 you don't want to be someone like that
6s57MvcqXng-00120-00028163-00028543 now do you have a reason to be yes you
6s57MvcqXng-00121-00028544-00028780 have a lots of reasons to be god there's
6s57MvcqXng-00122-00028781-00028948 reasons to be resentful about your
6s57MvcqXng-00123-00028949-00029119 existence everyone you know is going to
6s57MvcqXng-00124-00029120-00029443 die you know you too and there's going
6s57MvcqXng-00125-00029444-00029614 to be a fair bit of pain along the way
6s57MvcqXng-00126-00029614-00029808 and lot of it's going to be unfair it's
6s57MvcqXng-00127-00029810-00030033 like yeah no wonder you're resentful
6s57MvcqXng-00128-00030035-00030220 it's like act it out and see what
6s57MvcqXng-00129-00030220-00030424 happens you make everything you're
6s57MvcqXng-00130-00030425-00030677 complaining about infinitely worse
6s57MvcqXng-00131-00030679-00030910 there's this idea that hell is a
6s57MvcqXng-00132-00030911-00031081 bottomless pit and that's because no
6s57MvcqXng-00133-00031082-00031308 matter how bad is some stupid son of a
6s57MvcqXng-00134-00031310-00031474 like you could figure out a way to
6s57MvcqXng-00135-00031475-00031804 make it a lot worse so you think well
6s57MvcqXng-00136-00031805-00031989 what do you do about that
6s57MvcqXng-00137-00031991-00032275 well you accept it that's what life is
6s57MvcqXng-00138-00032276-00032575 like it's suffering that's what the
6s57MvcqXng-00139-00032576-00032830 religious people have always said life
6s57MvcqXng-00140-00032831-00033043 is suffering yes
6s57MvcqXng-00141-00033044-00033238 well who wants to admit that well just
6s57MvcqXng-00142-00033239-00033493 think about it well so what do you do in
6s57MvcqXng-00143-00033494-00033853 the face of that suffering try to reduce
6s57MvcqXng-00144-00033854-00034255 it start with yourself what good are you
6s57MvcqXng-00145-00034256-00034468 get yourself together for Christ's sake
6s57MvcqXng-00146-00034469-00034630 so that when your father dies you're not
6s57MvcqXng-00147-00034631-00034798 whining away in a corner and you can
6s57MvcqXng-00148-00034799-00035020 help plan the funeral and you can stand
6s57MvcqXng-00149-00035021-00035233 up solidly so that people can rely on
6s57MvcqXng-00150-00035234-00035548 you that's better to be a damn victim
6s57MvcqXng-00151-00035549-00036018 course you're a victim Jesus obviously
6s57MvcqXng-00152-00036019-00036361 put yourself together and then maybe if
6s57MvcqXng-00153-00036362-00036514 you put yourself together you know how
6s57MvcqXng-00154-00036515-00036640 to do that you know what's wrong with
6s57MvcqXng-00155-00036641-00036823 you if you'll admit it you know there's
6s57MvcqXng-00156-00036824-00037045 a few things you could like polish up a
6s57MvcqXng-00157-00037046-00037216 little bit but you might even be able to
6s57MvcqXng-00158-00037217-00037471 manage in your insufficient present
6s57MvcqXng-00159-00037472-00037648 condition and so you might shine
6s57MvcqXng-00160-00037649-00037840 yourself up a little bit man your eyes
6s57MvcqXng-00161-00037841-00037990 will be a little more open then you can
6s57MvcqXng-00162-00037991-00038167 shine yourself up a little bit more and
6s57MvcqXng-00163-00038168-00038374 then maybe you could bring your family
6s57MvcqXng-00164-00038375-00038539 together instead of having them be the
6s57MvcqXng-00165-00038540-00038884 hateful spiteful neurotic infighting
6s57MvcqXng-00166-00038885-00039139 batch that you're like doomed to spend
6s57MvcqXng-00167-00039140-00039461 Christmas with
6s57MvcqXng-00168-00039462-00039723 so when you fix yourself up a little bit
6s57MvcqXng-00169-00039724-00039927 kind of humbly because you told god
6s57MvcqXng-00170-00039928-00040110 you're a fixer-upper if there ever was
6s57MvcqXng-00171-00040111-00040353 one and then you got to figure out well
6s57MvcqXng-00172-00040354-00040500 can you figure out how to make peace
6s57MvcqXng-00173-00040501-00040707 with your idiot brother and probably not
6s57MvcqXng-00174-00040708-00040929 because he just is done with you so how
6s57MvcqXng-00175-00040930-00041070 the hell are you going to manage that
6s57MvcqXng-00176-00041071-00041313 and so then you maybe you get somewhere
6s57MvcqXng-00177-00041314-00041454 that way and your family sort of
6s57MvcqXng-00178-00041455-00041604 functioning and you find out well that
6s57MvcqXng-00179-00041605-00041766 kind of relieved a little bit of
6s57MvcqXng-00180-00041767-00041937 suffering although it reduced the
6s57MvcqXng-00181-00041938-00042174 opportunities for spiteful revenge and
6s57MvcqXng-00182-00042175-00042321 that's kind of a pain in the neck
6s57MvcqXng-00183-00042322-00042582 and so then you get your family together
6s57MvcqXng-00184-00042583-00042759 a little bit and you're a little clued
6s57MvcqXng-00185-00042760-00042966 in then at least a bit because you've
6s57MvcqXng-00186-00042967-00043176 done something difficult that's actually
6s57MvcqXng-00187-00043177-00043395 difficult you're wiser and so then maybe
6s57MvcqXng-00188-00043396-00043614 you could put a tentative finger out
6s57MvcqXng-00189-00043615-00043863 beyond the family and try to change some
6s57MvcqXng-00190-00043864-00044073 little thing without wrapping it it's
6s57MvcqXng-00191-00044074-00044337 like our society is complex and we teach
6s57MvcqXng-00192-00044338-00044514 our students that they could just fix it
6s57MvcqXng-00193-00044515-00044742 it's like go fix a military helicopter
6s57MvcqXng-00194-00044743-00044994 and see how far you get with that it's
6s57MvcqXng-00195-00044995-00045126 like you're going to get to do you're
6s57MvcqXng-00196-00045127-00045411 like a chimp with a reg wack hole look
6s57MvcqXng-00197-00045412-00045747 it's better like no it's not better
6s57MvcqXng-00198-00045748-00045951 things are complicated and to fix things
6s57MvcqXng-00199-00045952-00046278 is really hard and you have to be like a
6s57MvcqXng-00200-00046279-00046664 Goldie tool to fix things and you're not
6s57MvcqXng-00201-00046665-00046977 so and that's the other message of the
6s57MvcqXng-00202-00046978-00047229 West it's like how do you overcome the
6s57MvcqXng-00203-00047230-00047478 suffering of the of life and I'm not
6s57MvcqXng-00204-00047479-00047711 saying it's only the message of the West
6s57MvcqXng-00205-00047712-00047934 how do you overcome the suffering of
6s57MvcqXng-00206-00047935-00048119 life is being a better person
6s57MvcqXng-00207-00048120-00048540 that's how you do it well that's hard it
6s57MvcqXng-00208-00048541-00048774 takes responsibility and I think you
6s57MvcqXng-00209-00048775-00048960 know you said to someone you want to
6s57MvcqXng-00210-00048961-00049245 have a meaningful life everything you do
6s57MvcqXng-00211-00049246-00049473 matters that's the definition of a
6s57MvcqXng-00212-00049474-00049674 meaningful life but everything you do
6s57MvcqXng-00213-00049675-00049902 matters it's gonna have to carry that
6s57MvcqXng-00214-00049903-00050241 with you or if you want to just forget
6s57MvcqXng-00215-00050242-00050496 about the whole meaning thing and then
6s57MvcqXng-00216-00050497-00050586 you don't have any responsibility
6s57MvcqXng-00217-00050587-00050823 because who the hell cares and you can
6s57MvcqXng-00218-00050824-00050976 wander through life doing whatever you
6s57MvcqXng-00219-00050977-00051237 want gratifying impulsive desires for
6s57MvcqXng-00220-00051238-00051419 how long useful that's going to be and
6s57MvcqXng-00221-00051420-00051669 you're stuck in meaninglessness but you
6s57MvcqXng-00222-00051670-00051828 don't have any responsibilities which
6s57MvcqXng-00223-00051829-00052179 one do you want well ask yourself which
6s57MvcqXng-00224-00052179-00052410 one are you pursuing and you'll find
6s57MvcqXng-00225-00052411-00052640 very rapidly that it isn't the majority
6s57MvcqXng-00226-00052641-00052835 of your soul that's pursuing the whole
6s57MvcqXng-00227-00052836-00053135 meaning thing because well look what you
6s57MvcqXng-00228-00053136-00053372 have to do to do that you have to take
6s57MvcqXng-00229-00053373-00053569 on the fact that life is suffering you
6s57MvcqXng-00230-00053570-00053771 have put yourself together in the face
6s57MvcqXng-00231-00053772-00054100 of that well that's hard Christ it's
6s57MvcqXng-00232-00054101-00054272 amazing people can even do it I'm
6s57MvcqXng-00233-00054273-00054554 stunned every day when I go outside and
6s57MvcqXng-00234-00054554-00054880 it isn't a riot with everything burning
6s57MvcqXng-00235-00054881-00055132 because really God you talk to people
6s57MvcqXng-00236-00055133-00055429 it's like I knew this guy he'd been in a
6s57MvcqXng-00237-00055430-00055634 motorcycle accident and it really ruined
6s57MvcqXng-00238-00055635-00055813 him and he was like a linesman you know
6s57MvcqXng-00239-00055814-00055987 working on the power and he was working
6s57MvcqXng-00240-00055988-00056147 with someone who had Parkinson's disease
6s57MvcqXng-00241-00056148-00056486 and they had complementary inadequacies
6s57MvcqXng-00242-00056487-00056779 and so two of them could do the job of
6s57MvcqXng-00243-00056780-00056926 one person and so they're out there
6s57MvcqXng-00244-00056927-00057122 fixing power lines in the freezing cold
6s57MvcqXng-00245-00057123-00057319 despite the fact that one was
6s57MvcqXng-00246-00057320-00057554 three-quarters wrecked with a motorcycle
6s57MvcqXng-00247-00057554-00057746 accident the other one has Parkinson's
6s57MvcqXng-00248-00057747-00057965 it's like that's how our civilization
6s57MvcqXng-00249-00057966-00058172 works it's like there's all these ruined
6s57MvcqXng-00250-00058173-00058330 people out there they've got problems
6s57MvcqXng-00251-00058331-00058598 like you can't believe off they go to
6s57MvcqXng-00252-00058599-00058778 work and do things they don't even like
6s57MvcqXng-00253-00058779-00059029 and look the lights are on my god it's
6s57MvcqXng-00254-00059030-00059321 unbelievable it's it's a miracle it's a
6s57MvcqXng-00255-00059322-00059692 miracle and we're so ungrateful college
6s57MvcqXng-00256-00059693-00059903 students the postmodern types are so
6s57MvcqXng-00257-00059904-00060157 ungrateful you know they don't know that
6s57MvcqXng-00258-00060158-00060319 they're surrounded by just a bloody
6s57MvcqXng-00259-00060320-00060524 miracle it's a miracle that all this
6s57MvcqXng-00260-00060525-00060687 stuff works that all you crazy
6s57MvcqXng-00261-00060688-00060878 chimpanzees that don't know each other
6s57MvcqXng-00262-00060879-00061105 can sit in the same room for two hours
6s57MvcqXng-00263-00061106-00061342 sweltering away without tearing each
6s57MvcqXng-00264-00061343-00061531 other apart because that's what chimps
6s57MvcqXng-00265-00061532-00062129 do so
6s57MvcqXng-00266-00062130-00062499 anyways so
6ty6GK9ohOE-00000-00000029-00000250 okay hold on chat is suggesting game
6ty6GK9ohOE-00001-00000252-00000443 maybe I'll play that one I don't know if
6ty6GK9ohOE-00002-00000444-00000611 maybe I'll leave this one that's not
6ty6GK9ohOE-00003-00000612-00000797 finished what do you think
6ty6GK9ohOE-00004-00000798-00000958 it says
6ty6GK9ohOE-00005-00000959-00001223 it tried out see if it works at all um
6ty6GK9ohOE-00006-00001224-00001403 I'll I'll try it afterwards I'll try the
6ty6GK9ohOE-00007-00001404-00001655 ones that chat suggesting okay yeah yeah
6ty6GK9ohOE-00008-00001655-00001787 for sure
6ty6GK9ohOE-00009-00001788-00001955 I I'll have to try and remember the
6ty6GK9ohOE-00010-00001955-00002075 three suggestions
6ty6GK9ohOE-00011-00002076-00002459 oh so
6ty6GK9ohOE-00012-00002460-00002626 goodness I can't pronounce this this
6ty6GK9ohOE-00013-00002627-00002839 ebite thing
6ty6GK9ohOE-00014-00002840-00003281 ebite injure the beaten and engineer I'm
6ty6GK9ohOE-00015-00003282-00003461 absolutely sure it's this got to be
6ty6GK9ohOE-00016-00003461-00003754 engineer right a beatenger like EB
6ty6GK9ohOE-00017-00003755-00004585 Tincher EBT
6ty6GK9ohOE-00018-00004586-00004822 engine we don't know how to say people's
6ty6GK9ohOE-00019-00004823-00005183 names games names nothing engine okay
6ty6GK9ohOE-00020-00005184-00005525 magnetic robot um a beating her ah a
6ty6GK9ohOE-00021-00005526-00005752 beaten plus Power Ranger Power Rangers
6ty6GK9ohOE-00022-00005753-00006406 okay okay beatenger
6ty6GK9ohOE-00023-00006408-00006796 um okay again oh this one is only
6ty6GK9ohOE-00024-00006797-00007084 uh web-based I think so that's that's
6ty6GK9ohOE-00025-00007086-00007433 fun
6ty6GK9ohOE-00026-00007434-00007705 okay
6ty6GK9ohOE-00027-00007706-00007948 yeah just to share my screen whenever
6ty6GK9ohOE-00028-00007950-00008081 you're ready
6ty6GK9ohOE-00029-00008081-00008153 um
6ty6GK9ohOE-00030-00008154-00008596 use no build up super power robot to
6ty6GK9ohOE-00031-00008597-00008867 beat Strong enemy how to play use the
6ty6GK9ohOE-00032-00008868-00009089 mouse only okay
6ty6GK9ohOE-00033-00009090-00009263 those are the kind of instructions I
6ty6GK9ohOE-00034-00009264-00009533 like
6ty6GK9ohOE-00035-00009534-00009555 um
6ty6GK9ohOE-00036-00009556-00009749 [Music]
6ty6GK9ohOE-00037-00009750-00010050 uh Run the game
6ty6GK9ohOE-00038-00010051-00010427 [Music]
6ty6GK9ohOE-00039-00010428-00010624 okay
6ty6GK9ohOE-00040-00010625-00010751 okay
6ty6GK9ohOE-00041-00010752-00010901 you might need to turn the volume down
6ty6GK9ohOE-00042-00010902-00011303 again yeah you say I I don't think that
6ty6GK9ohOE-00043-00011304-00011581 um
6ty6GK9ohOE-00044-00011582-00011878 I mean it my my micro Edge volume is on
6ty6GK9ohOE-00045-00011879-00012017 like four percent so I don't know why
6ty6GK9ohOE-00046-00012018-00012203 it's actually so loud maybe it's just
6ty6GK9ohOE-00047-00012204-00012401 gonna be an awesome awesome game then
6ty6GK9ohOE-00048-00012402-00012605 I'm just gonna you know I'm gonna turn
6ty6GK9ohOE-00049-00012606-00012893 all of my volume down
6ty6GK9ohOE-00050-00012894-00013363 okay here we go
6ty6GK9ohOE-00051-00013363-00013972 doctor an enemy appears oh goodness
6ty6GK9ohOE-00052-00013973-00014251 I will launch the robot parts and so on
6ty6GK9ohOE-00053-00014252-00014579 build the robot in the air
6ty6GK9ohOE-00054-00014580-00014938 okay
6ty6GK9ohOE-00055-00014940-00015208 oh okay what I need to
6ty6GK9ohOE-00056-00015209-00015377 okay
6ty6GK9ohOE-00057-00015378-00015808 um give me that
6ty6GK9ohOE-00058-00015809-00015977 um
6ty6GK9ohOE-00059-00015978-00016241 okay what's that that's what's that
6ty6GK9ohOE-00060-00016241-00016505 corner cup what was that what are those
6ty6GK9ohOE-00061-00016506-00016900 things are those like attack chickens
6ty6GK9ohOE-00062-00016901-00017344 so so a bit of cultural context context
6ty6GK9ohOE-00063-00017345-00017603 what was it what's going on oh snap it's
6ty6GK9ohOE-00064-00017604-00017977 not too much
6ty6GK9ohOE-00065-00017978-00018425 why don't I don't know what happened
6ty6GK9ohOE-00066-00018426-00018672 okay in Japanese
6ty6GK9ohOE-00067-00018673-00019236 shrimp and and the shrimp the tempura is
6ty6GK9ohOE-00068-00019237-00019475 so there's a flying fried shrimp fried
6ty6GK9ohOE-00069-00019476-00019691 shrimps oh okay those are shrimps and
6ty6GK9ohOE-00070-00019692-00019864 you don't want to build your robot arms
6ty6GK9ohOE-00071-00019865-00019961 out of them because they're not because
6ty6GK9ohOE-00072-00019962-00020063 they're not
6ty6GK9ohOE-00073-00020064-00020272 okay so I do not want to attract the
6ty6GK9ohOE-00074-00020273-00020513 shrimp
6ty6GK9ohOE-00075-00020514-00021214 okay
6ty6GK9ohOE-00076-00021215-00021617 no oh I'm stuck
6ty6GK9ohOE-00077-00021618-00021941 okay I built my robot now what oh did
6ty6GK9ohOE-00078-00021942-00022127 you have a leg on your eye on your arm
6ty6GK9ohOE-00079-00022128-00022397 oh
6ty6GK9ohOE-00080-00022398-00022763 I I don't even
6ty6GK9ohOE-00081-00022764-00022961 I didn't even realize that they look
6ty6GK9ohOE-00082-00022962-00023261 different okay
6ty6GK9ohOE-00083-00023262-00023608 okay that is an arm so I'm gonna try and
6ty6GK9ohOE-00084-00023609-00023944 put it I'm getting
6ty6GK9ohOE-00085-00023945-00024185 no that's a leg I've got a leg on now
6ty6GK9ohOE-00086-00024186-00024341 what am I just do
6ty6GK9ohOE-00087-00024342-00024761 I've got two legs on my arms
6ty6GK9ohOE-00088-00024762-00025025 is that take take this shrimp and finish
6ty6GK9ohOE-00089-00025026-00025421 it finish it
6ty6GK9ohOE-00090-00025422-00026387 I'm just doomed I'm just
6ty6GK9ohOE-00091-00026388-00026820 oh
6ty6GK9ohOE-00092-00026822-00027149 oh what what
6ty6GK9ohOE-00093-00027150-00027677 okay and then he appears okay let's go
6ty6GK9ohOE-00094-00027677-00027874 I mean so this would be really cinematic
6ty6GK9ohOE-00095-00027875-00028114 if I wasn't so horrible
6ty6GK9ohOE-00096-00028116-00028301 okay I've got that correct that's where
6ty6GK9ohOE-00097-00028302-00028570 it belongs and that no onto the arm okay
6ty6GK9ohOE-00098-00028572-00029357 cool
6ty6GK9ohOE-00099-00029358-00030573 okay no oh my God I got a shrimp ah
6ty6GK9ohOE-00100-00030574-00030755 [Music]
6ty6GK9ohOE-00101-00030756-00030977 okay
6ty6GK9ohOE-00102-00030977-00031235 practice makes perfect
6ty6GK9ohOE-00103-00031236-00031673 okay here we go ladders and arm
6ty6GK9ohOE-00104-00031674-00031795 okay
6ty6GK9ohOE-00105-00031795-00032099 no oh God okay I might as well just die
6ty6GK9ohOE-00106-00032100-00032170 now
6ty6GK9ohOE-00107-00032172-00032308 come on give me that one give me no give
6ty6GK9ohOE-00108-00032310-00032755 it to me
6ty6GK9ohOE-00109-00032756-00032962 do you think do you think this can I
6ty6GK9ohOE-00110-00032963-00033131 press R to restart amazing instead of
6ty6GK9ohOE-00111-00033132-00033377 having to to watch my foot your shrimp
6ty6GK9ohOE-00112-00033378-00033587 back
6ty6GK9ohOE-00113-00033588-00034368 foreign
6ty6GK9ohOE-00114-00034369-00034546 okay
6ty6GK9ohOE-00115-00034547-00034733 arm
6ty6GK9ohOE-00116-00034734-00035237 no no why did it what the
6ty6GK9ohOE-00117-00035238-00035446 just give me the give it to me let me
6ty6GK9ohOE-00118-00035447-00036133 fall in
6ty6GK9ohOE-00119-00036134-00036565 oh geez
6ty6GK9ohOE-00120-00036566-00036796 I really hope this is the entire game
6ty6GK9ohOE-00121-00036797-00036940 and this isn't just like the intro
6ty6GK9ohOE-00122-00036941-00037199 cinematic that I'm failing at yeah yeah
6ty6GK9ohOE-00123-00037200-00037367 step one build it over the rest of the
6ty6GK9ohOE-00124-00037368-00037571 actual game is fighting with it
6ty6GK9ohOE-00125-00037572-00037855 I'm sure there's something in
6ty6GK9ohOE-00126-00037856-00038362 it's too much is going on no no oh
6ty6GK9ohOE-00127-00038363-00038561 in the chat it says as it turns out
6ty6GK9ohOE-00128-00038562-00038711 there were several hundred Power Rangers
6ty6GK9ohOE-00129-00038712-00038939 before Zordon figured out to assemble
6ty6GK9ohOE-00130-00038940-00039079 the magazine
6ty6GK9ohOE-00131-00039080-00039329 rest in peace to the crash systemic
6ty6GK9ohOE-00132-00039330-00039827 Power Rangers
6ty6GK9ohOE-00133-00039828-00040199 I love this version of Gundam Seed
6ty6GK9ohOE-00134-00040200-00040540 an arm which is red yes
6ty6GK9ohOE-00135-00040541-00040871 okay that was can oh no no no it's
6ty6GK9ohOE-00136-00040872-00041201 that's a ham stuck on my leg backwards
6ty6GK9ohOE-00137-00041202-00041362 okay now it doesn't matter I might as
6ty6GK9ohOE-00138-00041363-00041752 well just get a bloody shrimp
6ty6GK9ohOE-00139-00041753-00041999 this was this this is annoying because
6ty6GK9ohOE-00140-00042000-00042190 it feels like I can this is really
6ty6GK9ohOE-00141-00042191-00043151 simple this is I can totally do this
6ty6GK9ohOE-00142-00043152-00043577 okay that is an arm no he was so close
6ty6GK9ohOE-00143-00043578-00043883 though Kitty I can't believe like one
6ty6GK9ohOE-00144-00043884-00044117 time I got all of them from one just
6ty6GK9ohOE-00145-00044118-00044417 stick on me and let me fall
6ty6GK9ohOE-00146-00044418-00045461 foreign
6ty6GK9ohOE-00147-00045462-00045839 I want to be able to rotate my dude
6ty6GK9ohOE-00148-00045840-00046127 wait until yeah good
6ty6GK9ohOE-00149-00046128-00046324 get it before it spins
6ty6GK9ohOE-00150-00046325-00046523 nice
6ty6GK9ohOE-00151-00046524-00046757 um
6ty6GK9ohOE-00152-00046758-00047062 I don't want I don't want I want them
6ty6GK9ohOE-00153-00047063-00047446 yes
6ty6GK9ohOE-00154-00047447-00047755 oh okay
6ty6GK9ohOE-00155-00047756-00048383 all right okay
6ty6GK9ohOE-00156-00048384-00049240 ah okay success I successed one game ah
6ty6GK9ohOE-00157-00049241-00050358 that was hilarious
6ty6GK9ohOE-00158-00050359-00050801 I like what psycho's just said there
6ty6GK9ohOE-00159-00050802-00050993 professors really forgiving he keeps on
6ty6GK9ohOE-00160-00050994-00051220 throwing the robot parts and the tempura
6ty6GK9ohOE-00161-00051221-00051370 in the air
6ty6GK9ohOE-00162-00051371-00051688 thank you tea leaves thank you very much
6ty6GK9ohOE-00163-00051689-00051796 um
6ty6GK9ohOE-00164-00051797-00052132 goodness that's gonna be the well okay
6ty6GK9ohOE-00165-00052133-00052726 what else was suggest some other games
6ty6GK9ohOE-00166-00052727-00053237 um
6ty6GK9ohOE-00167-00053238-00053459 dude you have the the chat on a bigger
6ty6GK9ohOE-00168-00053460-00053716 screen I'm I'm only looking at chat on
6ty6GK9ohOE-00169-00053717-00053903 my phone
6ty6GK9ohOE-00170-00053904-00053987 um
6ty6GK9ohOE-00171-00053988-00054304 lots of congratulations
6ty6GK9ohOE-00172-00054305-00054538 not only did you win but you learned
6ty6GK9ohOE-00173-00054539-00054803 what a tempura shrimp is
6ty6GK9ohOE-00174-00054804-00054941 tempura
6ty6GK9ohOE-00175-00054941-00055366 yeah
6ty6GK9ohOE-00176-00055367-00055687 yeah I thought it was like no chicken
6ty6GK9ohOE-00177-00055688-00055853 drumsticks or something I don't know
6ty6GK9ohOE-00178-00055854-00056095 what that was
6tIjxt6XAYE-00000-00000227-00000697 [Music]
6tIjxt6XAYE-00001-00000698-00000928 hang on guys
6tIjxt6XAYE-00002-00000929-00001279 welcome back to our Channel say hi in a
6tIjxt6XAYE-00003-00001280-00001660 while yeah what happened no it's been a
6tIjxt6XAYE-00004-00001661-00001787 while since we've had good lighting
6tIjxt6XAYE-00005-00001788-00002035 though those we've been living in back
6tIjxt6XAYE-00006-00002036-00002224 in England for like how long has it been
6tIjxt6XAYE-00007-00002225-00002456 five weeks something like that yeah it's
6tIjxt6XAYE-00008-00002457-00002762 about five weeks we wanted to do a
6tIjxt6XAYE-00009-00002763-00003328 little culture shopping for you so I
6tIjxt6XAYE-00010-00003329-00003854 don't know I would say yes no but more
6tIjxt6XAYE-00011-00003854-00004355 like no no no double no and one yes I
6tIjxt6XAYE-00012-00004356-00004619 can't that make sense I don't know how
6tIjxt6XAYE-00013-00004620-00005102 I'll explain W minds yes I do miss Italy
6tIjxt6XAYE-00014-00005103-00005422 because it's where I got used to for
6tIjxt6XAYE-00015-00005423-00005663 three years so coming back here it's
6tIjxt6XAYE-00016-00005664-00005996 different it's weenie like not always it
6tIjxt6XAYE-00017-00005997-00006278 grow up but when you stay somewhere and
6tIjxt6XAYE-00018-00006279-00006566 like change and adapt to a place you get
6tIjxt6XAYE-00019-00006567-00006739 used to that place and then when you
6tIjxt6XAYE-00020-00006740-00006959 have to go back somewhere else then it's
6tIjxt6XAYE-00021-00006959-00007004 strange
6tIjxt6XAYE-00022-00007005-00007301 speaking of Italy we have been in
6tIjxt6XAYE-00023-00007302-00007454 contact where they got in touch with us
6tIjxt6XAYE-00024-00007455-00007834 and like a company called hots can a
6tIjxt6XAYE-00025-00007836-00008144 company from Austria and they make
6tIjxt6XAYE-00026-00008145-00008396 watches and bracelets and they're all
6tIjxt6XAYE-00027-00008397-00008914 naturally sourced they are amazing Yeah
6tIjxt6XAYE-00028-00008915-00009164 right
6tIjxt6XAYE-00029-00009165-00009455 I'm new Kiptyn because seriously I've
6tIjxt6XAYE-00030-00009456-00009692 seen some watch as I was like wow and
6tIjxt6XAYE-00031-00009693-00009889 they're not even that expensive to be
6tIjxt6XAYE-00032-00009890-00010312 honest and I'm pretty sure can you buy
6tIjxt6XAYE-00033-00010313-00010631 business fast off when you open your box
6tIjxt6XAYE-00034-00010632-00010769 they comes packaged and you get a
6tIjxt6XAYE-00035-00010770-00010846 postcard
6tIjxt6XAYE-00036-00010847-00011286 oh so wooden purse
6tIjxt6XAYE-00037-00011287-00011779 and then we get this box it's so pretty
6tIjxt6XAYE-00038-00011780-00012049 it's made of wood and open it up it's
6tIjxt6XAYE-00039-00012050-00012252 all magnetized and it's a little like
6tIjxt6XAYE-00040-00012253-00012445 written thing and I'll read it
6tIjxt6XAYE-00041-00012446-00012810 understand it says and then here's your
6tIjxt6XAYE-00042-00012811-00012885 watch
6tIjxt6XAYE-00043-00012886-00013141 so this is our watch it's based on
6tIjxt6XAYE-00044-00013141-00013369 Cadbury so the description of the watch
6tIjxt6XAYE-00045-00013369-00013558 is actually really good so I'm gonna
6tIjxt6XAYE-00046-00013559-00013738 link this watch in the description box
6tIjxt6XAYE-00047-00013738-00014041 below so they've got these watches with
6tIjxt6XAYE-00048-00014041-00014275 themes almost all of them actually
6tIjxt6XAYE-00049-00014276-00014602 they're really amazing like they
6tIjxt6XAYE-00050-00014603-00014838 actually if you look at a watch you like
6tIjxt6XAYE-00051-00014840-00015097 oh yeah it does remind me of that Holtz
6tIjxt6XAYE-00052-00015097-00015394 can donate one euro from every watch or
6tIjxt6XAYE-00053-00015394-00015802 two restoration products in that like
6tIjxt6XAYE-00054-00015803-00016113 around within this two weeks of this
6tIjxt6XAYE-00055-00016115-00016354 video being shown and you can get five
6tIjxt6XAYE-00056-00016355-00016636 percent discount on their shop and the
6tIjxt6XAYE-00057-00016637-00017026 code obviously is it'll ish five all
6tIjxt6XAYE-00058-00017027-00017401 right so she goes yeah tinkly so just
6tIjxt6XAYE-00059-00017402-00017602 put that code in that and you get your
6tIjxt6XAYE-00060-00017603-00017668 discount
6tIjxt6XAYE-00061-00017669-00018228 oh you sold it so let's get into our
6tIjxt6XAYE-00062-00018229-00018589 Italian inspired video about our culture
6tIjxt6XAYE-00063-00018590-00018867 shock after living here for five years
6tIjxt6XAYE-00064-00018868-00019719 five years yeah I guess we come from the
6tIjxt6XAYE-00065-00019720-00019963 future and we're making this video back
6tIjxt6XAYE-00066-00019964-00020275 even five years ago it's all fresh in my
6tIjxt6XAYE-00067-00020276-00020515 mind at the moment so what are the
6tIjxt6XAYE-00068-00020516-00020686 things that you try to get used to Akali
6tIjxt6XAYE-00069-00020687-00021019 sends living back here okay there are
6tIjxt6XAYE-00070-00021020-00021238 some things that I didn't think I would
6tIjxt6XAYE-00071-00021239-00021424 actually miss from Italy but I'm
6tIjxt6XAYE-00072-00021425-00021747 actually missing them and one of those
6tIjxt6XAYE-00073-00021748-00021985 things and I didn't realize how I
6tIjxt6XAYE-00074-00021986-00022203 actually took it for granted when I was
6tIjxt6XAYE-00075-00022204-00022387 in Rome is the pizza
6tIjxt6XAYE-00076-00022388-00022636 Taiyo like whenever I wanted to even
6tIjxt6XAYE-00077-00022637-00022789 wonder while I was going to work I would
6tIjxt6XAYE-00078-00022790-00022981 just stop by and just get a piece of
6tIjxt6XAYE-00079-00022982-00023044 pizza
6tIjxt6XAYE-00080-00023045-00023278 and just eat it kashfaris thing yeah I
6tIjxt6XAYE-00081-00023279-00023491 will always do it almost every single
6tIjxt6XAYE-00082-00023492-00023836 day and I get can I get two years pizza
6tIjxt6XAYE-00083-00023837-00023953 yeah great
6tIjxt6XAYE-00084-00023954-00024060 done
6tIjxt6XAYE-00085-00024061-00024315 walk-in uneaten please nice and easy
6tIjxt6XAYE-00086-00024316-00024507 having lunch as well
6tIjxt6XAYE-00087-00024508-00024762 Yes Minister it's only two pounds as
6tIjxt6XAYE-00088-00024763-00024960 well I don't do that I mean they do that
6tIjxt6XAYE-00089-00024961-00025083 here at Gregg's if you're going to
6tIjxt6XAYE-00090-00025084-00025236 Gregg's and back there P so if I
6tIjxt6XAYE-00091-00025237-00025491 wouldn't do that it doesn't work for
6tIjxt6XAYE-00092-00025492-00025797 anyway it's not the same no so another
6tIjxt6XAYE-00093-00025798-00025989 thing that we've both had sir I kind of
6tIjxt6XAYE-00094-00025989-00026256 get used to is not walking into the road
6tIjxt6XAYE-00095-00026257-00026568 so you know when in Rome I don't know if
6tIjxt6XAYE-00096-00026569-00026730 it's like this and other places in Italy
6tIjxt6XAYE-00097-00026731-00027087 but when you walk in to the road the car
6tIjxt6XAYE-00098-00027088-00027411 stops for you if you do not hear the car
6tIjxt6XAYE-00099-00027412-00027711 will just run you over okay
6tIjxt6XAYE-00100-00027712-00027977 Infinity's in Rome they don't really
6tIjxt6XAYE-00101-00027979-00028220 stop for a year you just need to run
6tIjxt6XAYE-00102-00028222-00028415 through them and try to make out on the
6tIjxt6XAYE-00103-00028416-00028683 other side some people will be like oh
6tIjxt6XAYE-00104-00028683-00029097 let me break and they saw but they don't
6tIjxt6XAYE-00105-00029098-00029339 normally like stop with people like if
6tIjxt6XAYE-00106-00029341-00029526 you stand on this side that wouldn't
6tIjxt6XAYE-00107-00029527-00029727 just be like oh well then just stop
6tIjxt6XAYE-00108-00029727-00030027 thank but depends on person that's what
6tIjxt6XAYE-00109-00030027-00030227 it is depends on the person like some
6tIjxt6XAYE-00110-00030229-00030399 people I've been in the car with swept
6tIjxt6XAYE-00111-00030400-00030632 around the person and it's like okay
6tIjxt6XAYE-00112-00030633-00030867 alright then just don't stop for them
6tIjxt6XAYE-00113-00030868-00031401 just 10 points of hit them so but here
6tIjxt6XAYE-00114-00031402-00031602 you can't walk you don't run into the
6tIjxt6XAYE-00115-00031602-00031788 road and you can't even stand in the
6tIjxt6XAYE-00116-00031789-00031889 middle of the road okay because that's
6tIjxt6XAYE-00117-00031891-00032108 not what you do not that the thing here
6tIjxt6XAYE-00118-00032110-00032310 is that people actually get mad at you
6tIjxt6XAYE-00119-00032311-00032568 yeah you are on the road and there is
6tIjxt6XAYE-00120-00032569-00032790 not a zebra crossing like they'll be
6tIjxt6XAYE-00121-00032791-00032996 like what are you doing I did that too
6tIjxt6XAYE-00122-00032997-00033231 I'm like what okay fine it's cross in
6tIjxt6XAYE-00123-00033232-00033510 front of me that's that's caused us just
6tIjxt6XAYE-00124-00033511-00033648 do that just stand in the middle of the
6tIjxt6XAYE-00125-00033649-00033965 road but the good thing on the other
6tIjxt6XAYE-00126-00033966-00034224 side is that if you're a zebra crossing
6tIjxt6XAYE-00127-00034225-00034632 as soon as you are on a side on a path
6tIjxt6XAYE-00128-00034633-00034896 of the zebra crossing the car stop
6tIjxt6XAYE-00129-00034897-00035154 everywhere yeah don't no matter what
6tIjxt6XAYE-00130-00035155-00035382 they stop like the other day someone
6tIjxt6XAYE-00131-00035383-00035685 didn't see me and a cat going and he was
6tIjxt6XAYE-00132-00035686-00035885 like I'm so sorry
6tIjxt6XAYE-00133-00035886-00036102 alright
6tIjxt6XAYE-00134-00036103-00036966 that's okay I could come after it's no
6tIjxt6XAYE-00135-00036967-00037041 big deal
6tIjxt6XAYE-00136-00037042-00037269 so since being an it they've got used to
6tIjxt6XAYE-00137-00037270-00037446 the one tap for the hot and the cold
6tIjxt6XAYE-00138-00037447-00037692 water and in a lot of hospitals yeah
6tIjxt6XAYE-00139-00037693-00037851 well no a lot of houses in England do
6tIjxt6XAYE-00140-00037852-00038100 have that too but it does depend on like
6tIjxt6XAYE-00141-00038101-00038388 the how old the building is and how old
6tIjxt6XAYE-00142-00038389-00038661 it's been they decorated so that the
6tIjxt6XAYE-00143-00038662-00038850 place where you live it's quite old so
6tIjxt6XAYE-00144-00038851-00039057 we have the two taps and the thing that
6tIjxt6XAYE-00145-00039058-00039207 I find really annoying about the two
6tIjxt6XAYE-00146-00039208-00039546 taps they is that they're so close to
6tIjxt6XAYE-00147-00039547-00039762 the edge of the stink so if you want to
6tIjxt6XAYE-00148-00039763-00039924 like wash your hands you're basically
6tIjxt6XAYE-00149-00039925-00040137 like rubbing your hands against the sink
6tIjxt6XAYE-00150-00040138-00040257 like the edge of it
6tIjxt6XAYE-00151-00040258-00040446 or when we're trying to rinse things off
6tIjxt6XAYE-00152-00040447-00040715 after washing them because I also get
6tIjxt6XAYE-00153-00040716-00041104 some kind of awkward direction one thing
6tIjxt6XAYE-00154-00041105-00041301 that I thought would be actually super
6tIjxt6XAYE-00155-00041302-00041520 good and I was excited about it it was
6tIjxt6XAYE-00156-00041521-00041898 the fact there in all of the English
6tIjxt6XAYE-00157-00041899-00042171 houses they have the wooden floor even
6tIjxt6XAYE-00158-00042172-00042369 where you get the carpet underneath it
6tIjxt6XAYE-00159-00042370-00042570 there is the wooden floor right but if
6tIjxt6XAYE-00160-00042571-00042843 it's old enough sometimes when you walk
6tIjxt6XAYE-00161-00042844-00043188 on one bit like something moves like 10
6tIjxt6XAYE-00162-00043189-00043500 meters away and moves up because of the
6tIjxt6XAYE-00163-00043501-00043788 wooden floor and the hose is old and so
6tIjxt6XAYE-00164-00043789-00043995 I thought it would be super cool I was
6tIjxt6XAYE-00165-00043996-00044238 like oh yeah I got carpet but it's kind
6tIjxt6XAYE-00166-00044239-00044532 of old and I'm walking on is like moving
6tIjxt6XAYE-00167-00044533-00044715 down now I was like oh without me
6tIjxt6XAYE-00168-00044716-00045002 oh I get what you're saying like creaks
6tIjxt6XAYE-00169-00045003-00045414 yeah I'm expecting you to do sliding on
6tIjxt6XAYE-00170-00045415-00045624 the carpet like across the wooden floor
6tIjxt6XAYE-00171-00045625-00046167 I think now I got you mean like it
6tIjxt6XAYE-00172-00046168-00046296 creeps because there's the wood
6tIjxt6XAYE-00173-00046297-00046596 underneath it yeah yeah it does if we
6tIjxt6XAYE-00174-00046597-00046982 are on them on the side where the
6tIjxt6XAYE-00175-00046983-00047217 weather I don't know what you're trying
6tIjxt6XAYE-00176-00047218-00047562 to say where did where the door is right
6tIjxt6XAYE-00177-00047563-00047779 but we've got a door in our room yeah if
6tIjxt6XAYE-00178-00047780-00048010 you walk on that wood there yes if you
6tIjxt6XAYE-00179-00048011-00048210 want too far too hard
6tIjxt6XAYE-00180-00048211-00048643 even the too hard tiptoe things
6tIjxt6XAYE-00181-00048644-00049015 if you stamp on it to you heart even the
6tIjxt6XAYE-00182-00049016-00049377 Wardrobe moves like vibrations hmm but
6tIjxt6XAYE-00183-00049378-00049552 it's not a really vibration is just a
6tIjxt6XAYE-00184-00049553-00049971 wooden thing that moves anyway so it's
6tIjxt6XAYE-00185-00049972-00050252 weird having a wooden underneath the
6tIjxt6XAYE-00186-00050253-00050737 carpet and I'm not used to but I do love
6tIjxt6XAYE-00187-00050738-00050958 walking on carpet with bare feet
6tIjxt6XAYE-00188-00050959-00051460 okay so Ricardo put down no use of like
6tIjxt6XAYE-00189-00051461-00051639 the buses they're like but I'm confused
6tIjxt6XAYE-00190-00051640-00051942 we only need to use buses because we
6tIjxt6XAYE-00191-00051944-00052204 have a car but he's just explained to me
6tIjxt6XAYE-00192-00052204-00052488 that it's because in Rome if you want to
6tIjxt6XAYE-00193-00052489-00052726 go to the bank you have to like travel
6tIjxt6XAYE-00194-00052727-00052924 far because you can't just choose any
6tIjxt6XAYE-00195-00052925-00053179 random bank to go into you have to go to
6tIjxt6XAYE-00196-00053179-00053449 the one that you signed up with so like
6tIjxt6XAYE-00197-00053450-00053701 for example my bank when we were in a
6tIjxt6XAYE-00198-00053702-00053913 minute in my bank was for about an hour
6tIjxt6XAYE-00199-00053914-00054180 away by like public transport mm-hmm and
6tIjxt6XAYE-00200-00054182-00054294 maybe that would have been like half an
6tIjxt6XAYE-00201-00054295-00054565 hour by car but here you can just go to
6tIjxt6XAYE-00202-00054566-00054826 like any bank or what's the other thing
6tIjxt6XAYE-00203-00054827-00055240 that n is that every neighborhood if you
6tIjxt6XAYE-00204-00055241-00055431 want to call it neighborhood has
6tIjxt6XAYE-00205-00055432-00055669 everything in there so you don't have to
6tIjxt6XAYE-00206-00055670-00055897 travel all the way to the center of the
6tIjxt6XAYE-00207-00055898-00056063 city to get what you need
6tIjxt6XAYE-00208-00056064-00056515 for example we've got four banks around
6tIjxt6XAYE-00209-00056516-00056817 here so even if I wanted to go to my own
6tIjxt6XAYE-00210-00056819-00057172 bank the one Isis I signed up on I I can
6tIjxt6XAYE-00211-00057173-00057361 go it I can it's just around the corner
6tIjxt6XAYE-00212-00057362-00057499 I don't have to go in the north end
6tIjxt6XAYE-00213-00057500-00058012 another in another neighborhood I am a
6tIjxt6XAYE-00214-00058013-00058315 teacher I don't have to go far away to
6tIjxt6XAYE-00215-00058316-00058591 get my things if I'm looking for food
6tIjxt6XAYE-00216-00058591-00058900 and looking to specific shops I've got
6tIjxt6XAYE-00217-00058901-00059116 them here the last thing we want to talk
6tIjxt6XAYE-00218-00059116-00059446 to you about is cheap food so the reason
6tIjxt6XAYE-00219-00059447-00060121 why it's cheap
6tIjxt6XAYE-00220-00060122-00060388 so two baby hairs because we get deals
6tIjxt6XAYE-00221-00060389-00060673 we get so many deals so yesterday we
6tIjxt6XAYE-00222-00060674-00060925 bought some chocolate and it's like yeah
6tIjxt6XAYE-00223-00060926-00061162 we did you know in the packet
6tIjxt6XAYE-00224-00061163-00061447 celebrations and heroes and it's two
6tIjxt6XAYE-00225-00061448-00061747 four five so basically we buy two of
6tIjxt6XAYE-00226-00061748-00061900 them for five pounds or if you just
6tIjxt6XAYE-00227-00061901-00062041 bought one of them at these three pounds
6tIjxt6XAYE-00228-00062042-00062317 fifty say what's cheaper or see you save
6tIjxt6XAYE-00229-00062318-00062557 to pan there and there's so many deals
6tIjxt6XAYE-00230-00062558-00062828 there's like ten for one pound and
6tIjxt6XAYE-00231-00062829-00063215 little sweets that is and it's just so
6tIjxt6XAYE-00232-00063216-00063523 many so you just save a lot of money so
6tIjxt6XAYE-00233-00063524-00063754 we're trying to cut like our prices down
6tIjxt6XAYE-00234-00063755-00064103 that we spend on food every week so what
6tIjxt6XAYE-00235-00064104-00064357 we've done so far is thirty pounds and
6tIjxt6XAYE-00236-00064358-00064612 that's last us a week and a half on 30
6tIjxt6XAYE-00237-00064613-00064873 pounds that would not happen in Italy no
6tIjxt6XAYE-00238-00064874-00065035 we would always spend forty four years
6tIjxt6XAYE-00239-00065036-00065422 and more yeah for like probably a week
6tIjxt6XAYE-00240-00065423-00065672 then yeah but we'd probably just be a
6tIjxt6XAYE-00241-00065673-00065830 week and then what just didn't have any
6tIjxt6XAYE-00242-00065831-00065965 time to go shopping so you just have to
6tIjxt6XAYE-00243-00065966-00066172 survive what we had or would buy pizza
6tIjxt6XAYE-00244-00066173-00066379 because it was only five your ways for a
6tIjxt6XAYE-00245-00066380-00066637 pizza yeah whereas here we just don't
6tIjxt6XAYE-00246-00066638-00066879 really eat out because it's a lot more
6tIjxt6XAYE-00247-00066880-00067240 yeah you spend definitely 10 pounds at
6tIjxt6XAYE-00248-00067241-00067567 least four parts a person yeah unless
6tIjxt6XAYE-00249-00067568-00067717 you get fish and chips and then that's
6tIjxt6XAYE-00250-00067718-00067915 right you or how we did last night like
6tIjxt6XAYE-00251-00067916-00068200 I got a kebab and two bags of chips and
6tIjxt6XAYE-00252-00068201-00068455 I just had your hands yeah because you
6tIjxt6XAYE-00253-00068456-00068815 just get chips so yeah okay takeaways
6tIjxt6XAYE-00254-00068816-00069071 more expensive but shopping in
6tIjxt6XAYE-00255-00069072-00069418 supermarkets it's cheaper though what
6tIjxt6XAYE-00256-00069419-00069475 ones better
6tIjxt6XAYE-00257-00069476-00069865 really mmm yeah I do miss the five pound
6tIjxt6XAYE-00258-00069866-00070097 five fewer pieces though like really
6tIjxt6XAYE-00259-00070098-00070261 wish we had something like I hear but
6tIjxt6XAYE-00260-00070262-00070484 that will not happen
6tIjxt6XAYE-00261-00070485-00070748 yeah before we end we just want to say
6tIjxt6XAYE-00262-00070749-00071013 that we are going to cite new videos on
6tIjxt6XAYE-00263-00071014-00071315 where to eat properly and we're going to
6tIjxt6XAYE-00264-00071316-00071786 give ratings on certain restaurants and
6tIjxt6XAYE-00265-00071787-00072041 see which one cooks better Italian or
6tIjxt6XAYE-00266-00072042-00072299 which one is absolutely you need to
6tIjxt6XAYE-00267-00072300-00072538 avoid it just like we're viewing yes yes
6tIjxt6XAYE-00268-00072539-00072850 down down here near us there are so many
6tIjxt6XAYE-00269-00072851-00073067 different restaurants from different
6tIjxt6XAYE-00270-00073068-00073205 countries we got like Brazilian
6tIjxt6XAYE-00271-00073206-00073588 Argentinean that's ha yeah tapas it's
6tIjxt6XAYE-00272-00073589-00073811 just so many so if what would be cool to
6tIjxt6XAYE-00273-00073812-00074101 stop it is yeah and also try the Italian
6tIjxt6XAYE-00274-00074102-00074285 restaurants we have so many claims to
6tIjxt6XAYE-00275-00074286-00074585 beat onion and I'm working as a delivery
6tIjxt6XAYE-00276-00074586-00074800 room right now and I've delivered from
6tIjxt6XAYE-00277-00074801-00074980 certain restaurants and I've seen how
6tIjxt6XAYE-00278-00074981-00075143 they make the pizza and I was like ooh I
6tIjxt6XAYE-00279-00075144-00075671 wouldn't even get here yeah don't forget
6tIjxt6XAYE-00280-00075672-00075935 to subscribe to our channel like the
6tIjxt6XAYE-00281-00075936-00076184 video share with your friends leave us a
6tIjxt6XAYE-00282-00076185-00076705 comment but Karl wants to say sometimes
6tIjxt6XAYE-00283-00076706-00076876 so what do you want to say I'll check
6tIjxt6XAYE-00284-00076877-00077360 our Instagram on Facebook in the next
6uWjMEiEeik-00000-00000000-00001066 [Music]
6uWjMEiEeik-00001-00001067-00001364 last time we talked about how the jQuery
6uWjMEiEeik-00002-00001365-00001595 dollar function helps you find elements
6uWjMEiEeik-00003-00001596-00001829 the dollar function does not return Dom
6uWjMEiEeik-00004-00001830-00002039 elements themselves though but rather a
6uWjMEiEeik-00005-00002039-00002234 wrapper that augments the element with
6uWjMEiEeik-00006-00002235-00002465 many useful help api's that jQuery
6uWjMEiEeik-00007-00002466-00002743 provides for example there are add class
6uWjMEiEeik-00008-00002744-00003025 remove class and taller class and they
6uWjMEiEeik-00009-00003026-00003208 do exactly what you think they do they
6uWjMEiEeik-00010-00003209-00003500 add remove or toggle CSS classes on an
6uWjMEiEeik-00011-00003501-00003713 element this feature is now present on
6uWjMEiEeik-00012-00003714-00003944 the Dom directly on the class list
6uWjMEiEeik-00013-00003945-00004160 property this feature is sufficiently
6uWjMEiEeik-00014-00004161-00004395 supported all the way back to ie 10
6uWjMEiEeik-00015-00004396-00004831 handy see jQuery related a lot for the
6uWjMEiEeik-00016-00004832-00005036 open web platform and we have some more
6uWjMEiEeik-00017-00005037-00005204 episodes lined up on this topic
6uWjMEiEeik-00018-00005205-00005366 so if you find this interesting you
6uWjMEiEeik-00019-00005367-00005576 should subscribe previously we talked
6uWjMEiEeik-00020-00005577-00005795 about query selector so why not watch
6uWjMEiEeik-00021-00005796-00006068 that one in the meantime
6wJtBIwlANu-00000-00000591-00001946 [Music]
6wJtBIwlANu-00001-00001947-00003756 [Music]
6wJtBIwlANu-00002-00003757-00004466 - a Thank You Simon
6wJtBIwlANu-00003-00004467-00006101 [Music]
6wJtBIwlANu-00004-00006102-00007990 [Music]
6x0SqrSBiEu-00000-00000302-00000545 from Boston Massachusetts
6x0SqrSBiEu-00001-00000546-00000836 it's the cube covering Red Hat summer
6x0SqrSBiEu-00002-00000836-00000952 2017
6x0SqrSBiEu-00003-00000953-00001469 brought to you by Red Hat we are
6x0SqrSBiEu-00004-00001470-00001700 wrapping up day two of the cubes
6x0SqrSBiEu-00005-00001701-00001918 coverage here at the Red Hat summit here
6x0SqrSBiEu-00006-00001919-00002057 in Boston Massachusetts I'm Rebecca
6x0SqrSBiEu-00007-00002058-00002339 night I'm here with Stu minimun Stu we
6x0SqrSBiEu-00008-00002340-00002513 started off the morning with Jim
6x0SqrSBiEu-00009-00002514-00002780 Whitehorse CEO of Red Hat saying
6x0SqrSBiEu-00010-00002781-00003158 planning is dead we work so hard to
6x0SqrSBiEu-00011-00003159-00003331 infer order where there is none
6x0SqrSBiEu-00012-00003332-00003536 you're an analyst you're a forecaster so
6x0SqrSBiEu-00013-00003536-00003811 I'm sorry to tell you this but it's nice
6x0SqrSBiEu-00014-00003812-00003944 stop trying
6x0SqrSBiEu-00015-00003945-00004100 yeah that's thanks Rebecca it's been
6x0SqrSBiEu-00016-00004101-00004370 great yeah no it's funny right way I've
6x0SqrSBiEu-00017-00004371-00004556 looked at this from the analyst world
6x0SqrSBiEu-00018-00004557-00004799 read a book recently called Black Swan
6x0SqrSBiEu-00019-00004800-00005118 by Anna seem to leave talks about how
6x0SqrSBiEu-00020-00005119-00005431 really trying to predict you know some
6x0SqrSBiEu-00021-00005432-00005602 of these big game changers is really
6x0SqrSBiEu-00022-00005603-00005756 challenging that being said you know
6x0SqrSBiEu-00023-00005757-00005918 I've been involved in some technologies
6x0SqrSBiEu-00024-00005919-00006113 early it's like I remember like playing
6x0SqrSBiEu-00025-00006114-00006256 with the internet and you know when the
6x0SqrSBiEu-00026-00006257-00006475 first you know graphical browsers came
6x0SqrSBiEu-00027-00006476-00006595 out and being like this is gonna be game
6x0SqrSBiEu-00028-00006597-00006720 did your had no idea where it was going
6x0SqrSBiEu-00029-00006722-00006980 but there I was happened to be involved
6x0SqrSBiEu-00030-00006981-00007109 really early in like the VMware
6x0SqrSBiEu-00031-00007109-00007298 virtualization days I've started talking
6x0SqrSBiEu-00032-00007298-00007523 to doc or really early I don't say I'm
6x0SqrSBiEu-00033-00007523-00007787 predicting the future but you know here
6x0SqrSBiEu-00034-00007788-00008003 at Red Hat communities you know Jim we
6x0SqrSBiEu-00035-00008004-00008149 asked Jim Whitehurst about you know you
6x0SqrSBiEu-00036-00008150-00008417 you build on communities and I feel I've
6x0SqrSBiEu-00037-00008418-00008663 got a pretty strong network I'm tied in
6x0SqrSBiEu-00038-00008664-00008921 a lot through social these days and feel
6x0SqrSBiEu-00039-00008922-00009074 like I can kind of get the you know
6x0SqrSBiEu-00040-00009075-00009292 where's the interesting stuff happening
6x0SqrSBiEu-00041-00009293-00009473 and where is it just maybe a little bit
6x0SqrSBiEu-00042-00009474-00009659 too you know the hype doesn't meet the
6x0SqrSBiEu-00043-00009660-00009827 reality and one of the other things
6x0SqrSBiEu-00044-00009828-00010078 right is how long it takes for certain
6x0SqrSBiEu-00045-00010079-00010283 technologies to kind of mature what it
6x0SqrSBiEu-00046-00010284-00010616 will look like when it comes through you
6x0SqrSBiEu-00047-00010617-00010831 know it's easier to bet on the waves as
6x0SqrSBiEu-00048-00010832-00011021 opposed to some of the particular tools
6x0SqrSBiEu-00049-00011022-00011309 out there as you know we had really
6x0SqrSBiEu-00050-00011310-00011438 loved the conversation with Jim writers
6x0SqrSBiEu-00051-00011439-00011609 I always feel like I'm doing one of
6x0SqrSBiEu-00052-00011610-00011849 those executive case studies you know
6x0SqrSBiEu-00053-00011850-00012128 that you take like you know at a good
6x0SqrSBiEu-00054-00012129-00012266 business school when you get to sit down
6x0SqrSBiEu-00055-00012267-00012509 and talk with him I agree he's a great
6x0SqrSBiEu-00056-00012510-00012799 conversationalist a great guy during his
6x0SqrSBiEu-00057-00012800-00012932 keynote and even when he sat down with
6x0SqrSBiEu-00058-00012933-00013010 us he was talking
6x0SqrSBiEu-00059-00013011-00013328 about the management challenge of of
6x0SqrSBiEu-00060-00013329-00013596 Technology leaders today and and this is
6x0SqrSBiEu-00061-00013597-00013752 reflective of the theme of this year's
6x0SqrSBiEu-00062-00013753-00013886 conference which is empowering the
6x0SqrSBiEu-00063-00013887-00014136 individual and he said that the the role
6x0SqrSBiEu-00064-00014137-00014322 of the leader today is to create the
6x0SqrSBiEu-00065-00014322-00014600 context for the individual to try and
6x0SqrSBiEu-00066-00014601-00014952 modify and try again and fail my
6x0SqrSBiEu-00067-00014953-00015122 question for you is it implies that the
6x0SqrSBiEu-00068-00015123-00015402 individual was unempowered beforehand I
6x0SqrSBiEu-00069-00015403-00015650 mean it is is that accurate I mean were
6x0SqrSBiEu-00070-00015651-00015878 and did engineers not have a voice yeah
6x0SqrSBiEu-00071-00015879-00016143 no it's what is the role of the
6x0SqrSBiEu-00072-00016144-00016383 individual worker you know do they know
6x0SqrSBiEu-00073-00016384-00016544 where they're going today do we have a
6x0SqrSBiEu-00074-00016545-00016733 shared clear vision you know you talk
6x0SqrSBiEu-00075-00016734-00016866 about most companies they have their
6x0SqrSBiEu-00076-00016867-00017064 mission statement and you know you do
6x0SqrSBiEu-00077-00017065-00017225 studies and 70 to 80 percent of most
6x0SqrSBiEu-00078-00017226-00017405 companies of most people in companies
6x0SqrSBiEu-00079-00017406-00017583 are like I'm disconnected from the work
6x0SqrSBiEu-00080-00017584-00017741 I don't understand how what I do
6x0SqrSBiEu-00081-00017742-00018069 translates to where I'm going red hat is
6x0SqrSBiEu-00082-00018070-00018284 you know an interesting you know
6x0SqrSBiEu-00083-00018285-00018506 different you know company with about
6x0SqrSBiEu-00084-00018507-00018686 10,000 people we've heard from many of
6x0SqrSBiEu-00085-00018687-00018903 the Red Hatters that it doesn't feel an
6x0SqrSBiEu-00086-00018904-00019175 act like that company you know go back
6x0SqrSBiEu-00087-00019176-00019437 to you you know this is the kind of the
6x0SqrSBiEu-00088-00019438-00019674 military style you know hierarchy that
6x0SqrSBiEu-00089-00019675-00019869 most businesses have you know kind of
6x0SqrSBiEu-00090-00019870-00020040 the you know the structure there Red Hat
6x0SqrSBiEu-00091-00020041-00020367 is a lot flatter you know we talk in
6x0SqrSBiEu-00092-00020368-00020561 kind of the devops world about like to
6x0SqrSBiEu-00093-00020562-00020762 pizza groups well you know Red Hat's
6x0SqrSBiEu-00094-00020763-00020984 Committee involved in all of these
6x0SqrSBiEu-00095-00020985-00021125 various projects I mean you know
6x0SqrSBiEu-00096-00021126-00021294 hundreds of them that they're involved
6x0SqrSBiEu-00097-00021295-00021494 it's not you know one or two open source
6x0SqrSBiEu-00098-00021495-00021774 things it's all over the place and you
6x0SqrSBiEu-00099-00021775-00021905 kind of put your business out on like
6x0SqrSBiEu-00100-00021906-00022061 well okay how do you understand how to
6x0SqrSBiEu-00101-00022062-00022236 you know which do you drive and which
6x0SqrSBiEu-00102-00022237-00022368 ones create money and how are you
6x0SqrSBiEu-00103-00022369-00022503 working in the right place or people
6x0SqrSBiEu-00104-00022504-00022718 just contributing to stuff that you hope
6x0SqrSBiEu-00105-00022719-00022893 if I put good stuff out there in good
6x0SqrSBiEu-00106-00022894-00023064 code eventually it will translate to our
6x0SqrSBiEu-00107-00023065-00023328 business but you know red hat keeps
6x0SqrSBiEu-00108-00023329-00023493 delivering keeps growing their base
6x0SqrSBiEu-00109-00023494-00023643 they've you know made certain
6x0SqrSBiEu-00110-00023644-00023814 acquisitions and they keep moving
6x0SqrSBiEu-00111-00023815-00023990 forward so I want to talk about those
6x0SqrSBiEu-00112-00023991-00024146 acquisitions because we had some ansible
6x0SqrSBiEu-00113-00024147-00024450 people on the show here today it seems
6x0SqrSBiEu-00114-00024451-00024693 as though the acquisition has really
6x0SqrSBiEu-00115-00024694-00024903 gone well and two companies are blending
6x0SqrSBiEu-00116-00024904-00025230 and and it's setting itself up for
6x0SqrSBiEu-00117-00025231-00025347 success
6x0SqrSBiEu-00118-00025348-00025560 is that your take - or mean what what
6x0SqrSBiEu-00119-00025561-00025761 are you what do you see as potential
6x0SqrSBiEu-00120-00025762-00025902 obstacles down the right that's great
6x0SqrSBiEu-00121-00025902-00026064 Rebecca we got to talk with you know
6x0SqrSBiEu-00122-00026064-00026246 three different angles of the ansible
6x0SqrSBiEu-00123-00026247-00026543 team today and 18 months after the
6x0SqrSBiEu-00124-00026544-00026718 acquisition it's really broadly
6x0SqrSBiEu-00125-00026719-00026921 integrated I can tell you I've worked in
6x0SqrSBiEu-00126-00026922-00027039 big companies I've worked through a
6x0SqrSBiEu-00127-00027039-00027249 number of acquisitions 18 months from
6x0SqrSBiEu-00128-00027250-00027477 acquisition - oh my gosh their secret
6x0SqrSBiEu-00129-00027477-00027651 sauce is like all over the place I'm
6x0SqrSBiEu-00130-00027652-00027968 like that is quite impressive it's just
6x0SqrSBiEu-00131-00027969-00028265 they're a software company they are
6x0SqrSBiEu-00132-00028266-00028527 agile in their development and you know
6x0SqrSBiEu-00133-00028527-00028683 that they get to move things forward and
6x0SqrSBiEu-00134-00028683-00028940 I had heard great things about ansible
6x0SqrSBiEu-00135-00028941-00029114 before the acquisition I hear good
6x0SqrSBiEu-00136-00029116-00029307 things from customers that are using it
6x0SqrSBiEu-00137-00029308-00029499 some of the other companies in the space
6x0SqrSBiEu-00138-00029500-00029820 that are standalone you know have been
6x0SqrSBiEu-00139-00029820-00030027 facing some challenges is you know the
6x0SqrSBiEu-00140-00030027-00030336 the third interview that we did I talked
6x0SqrSBiEu-00141-00030337-00030539 a little bit about how cloud providers
6x0SqrSBiEu-00142-00030541-00030711 you know we're starting to build some of
6x0SqrSBiEu-00143-00030712-00030912 those pieces in infrastructure companies
6x0SqrSBiEu-00144-00030913-00031118 you know have known for a long time that
6x0SqrSBiEu-00145-00031119-00031224 management is one of those big
6x0SqrSBiEu-00146-00031225-00031445 challenges so you know management still
6x0SqrSBiEu-00147-00031447-00031614 seems to be one of those jump balls it
6x0SqrSBiEu-00148-00031614-00031749 feels like that beach ball bouncing
6x0SqrSBiEu-00149-00031750-00031860 around and everybody's trying to get a
6x0SqrSBiEu-00150-00031861-00032165 hold of it but they're you know red hats
6x0SqrSBiEu-00151-00032166-00032400 figuring out how to bake ansible in make
6x0SqrSBiEu-00152-00032401-00032621 sure it's you know touching like
6x0SqrSBiEu-00153-00032622-00032862 OpenShift specifically you know all
6x0SqrSBiEu-00154-00032863-00033027 those things like the cloud forms and
6x0SqrSBiEu-00155-00033028-00033365 insights and all the other pieces so you
6x0SqrSBiEu-00156-00033366-00033612 know building in more automation fits a
6x0SqrSBiEu-00157-00033613-00033795 lot with what they're doing and how the
6x0SqrSBiEu-00158-00033796-00034008 Linux administrators you know understand
6x0SqrSBiEu-00159-00034009-00034215 how to do things you know they always
6x0SqrSBiEu-00160-00034216-00034352 wanted to get past you know oh great I
6x0SqrSBiEu-00161-00034353-00034515 have to go create yet another script and
6x0SqrSBiEu-00162-00034516-00034646 another script and another script
6x0SqrSBiEu-00163-00034647-00035015 they'll do that so you know seems to be
6x0SqrSBiEu-00164-00035016-00035252 you know a great acquisition for them
6x0SqrSBiEu-00165-00035253-00035460 and helping to move them forward in a
6x0SqrSBiEu-00166-00035461-00035708 lot of spaces another buzzword we heard
6x0SqrSBiEu-00167-00035709-00035862 a lot today and it's gonna be funny that
6x0SqrSBiEu-00168-00035863-00035987 I'm gonna describe this as a buzzword
6x0SqrSBiEu-00169-00035988-00036231 but it's simple simplified this is what
6x0SqrSBiEu-00170-00036232-00036393 we kept hearing again from partners
6x0SqrSBiEu-00171-00036394-00036543 saying that this is what they're hearing
6x0SqrSBiEu-00172-00036544-00036825 from customers because they just have so
6x0SqrSBiEu-00173-00036826-00036975 many different applications they've got
6x0SqrSBiEu-00174-00036976-00037140 old infrastructure new infrastructure
6x0SqrSBiEu-00175-00037141-00037350 the cloud they've got hybrid and they've
6x0SqrSBiEu-00176-00037351-00037548 just want things to work together and
6x0SqrSBiEu-00177-00037549-00037753 play nicely
6x0SqrSBiEu-00178-00037754-00038042 we they're coming out with solutions are
6x0SqrSBiEu-00179-00038043-00038249 they solutions are they in fact simpler
6x0SqrSBiEu-00180-00038250-00038396 what's your take I mean are you
6x0SqrSBiEu-00181-00038397-00038567 skeptical that things are in fact
6x0SqrSBiEu-00182-00038568-00038756 getting simply Rebecca there's a line I
6x0SqrSBiEu-00183-00038757-00038960 used the simple enterprise is an
6x0SqrSBiEu-00184-00038961-00039227 oxymoron it does not exist if you look
6x0SqrSBiEu-00185-00039228-00039407 at any enterprise today how many
6x0SqrSBiEu-00186-00039408-00039545 applications they'd have it's like well
6x0SqrSBiEu-00187-00039546-00039722 do you have hundreds of applications or
6x0SqrSBiEu-00188-00039723-00039914 thousands of applications depending on
6x0SqrSBiEu-00189-00039915-00040103 how old you are what the size of your
6x0SqrSBiEu-00190-00040104-00040433 company is everything in IT is additive
6x0SqrSBiEu-00191-00040434-00040628 we had you know when somebody on this
6x0SqrSBiEu-00192-00040629-00040784 week was talking about you know the a is
6x0SqrSBiEu-00193-00040785-00040991 400 sitting in the back we had HPE on
6x0SqrSBiEu-00194-00040992-00041129 I'm sure they've got lots of customers
6x0SqrSBiEu-00195-00041130-00041321 still running superdome's we've covered
6x0SqrSBiEu-00196-00041322-00041633 the mainframe pieces and oh well Red Hat
6x0SqrSBiEu-00197-00041634-00041885 Enterprise Linux lives on lots of these
6x0SqrSBiEu-00198-00041886-00042080 environments so we're gonna standardize
6x0SqrSBiEu-00199-00042081-00042374 the software pieces but it's there's
6x0SqrSBiEu-00200-00042375-00042557 only pieces of the puzzle that I can
6x0SqrSBiEu-00201-00042558-00042881 simplify and you know really building
6x0SqrSBiEu-00202-00042882-00043019 software that can live in many
6x0SqrSBiEu-00203-00043020-00043259 environments and help me move towards
6x0SqrSBiEu-00204-00043260-00043550 you know more composable or distributed
6x0SqrSBiEu-00205-00043551-00043796 architectures is the way we need to go
6x0SqrSBiEu-00206-00043797-00044060 I like Red Hat story as to what where
6x0SqrSBiEu-00207-00044061-00044276 they're taking us but I think if you
6x0SqrSBiEu-00208-00044277-00044405 talked to most IT staffs
6x0SqrSBiEu-00209-00044406-00044558 even if they're like oh yeah we're doing
6x0SqrSBiEu-00210-00044559-00044738 a lot of public cloud or you know we've
6x0SqrSBiEu-00211-00044739-00044903 standardized on a couple of piece of
6x0SqrSBiEu-00212-00044904-00045050 things most people don't think that IT
6x0SqrSBiEu-00213-00045051-00045356 is simple and and then there's the cost
6x0SqrSBiEu-00214-00045357-00045602 to I mean I think that one of our one of
6x0SqrSBiEu-00215-00045603-00045710 our guests made this point about
6x0SqrSBiEu-00216-00045711-00045941 proprietary software and how it really
6x0SqrSBiEu-00217-00045942-00046289 is it has a higher bar because customers
6x0SqrSBiEu-00218-00046290-00046415 are gonna say why can't I just get this
6x0SqrSBiEu-00219-00046416-00046592 on open source why why do I have to pay
6x0SqrSBiEu-00220-00046593-00046784 for this and so that's another question
6x0SqrSBiEu-00221-00046785-00047030 - where are you seeing the financials of
6x0SqrSBiEu-00222-00047031-00047252 this all play out yeah it's interesting
6x0SqrSBiEu-00223-00047253-00047426 we're talking a lot about hybrid cloud
6x0SqrSBiEu-00224-00047427-00047678 and you know when we first started
6x0SqrSBiEu-00225-00047679-00047834 talking public cloud it was like oh wait
6x0SqrSBiEu-00226-00047835-00048044 it'll be cheaper and then it's like wait
6x0SqrSBiEu-00227-00048045-00048344 no it'll help me be more agile and maybe
6x0SqrSBiEu-00228-00048345-00048593 that will then lead to cost it was like
6x0SqrSBiEu-00229-00048594-00048875 you know there's the old faster cheaper
6x0SqrSBiEu-00230-00048876-00049139 better there are certain people in the
6x0SqrSBiEu-00231-00049140-00049274 development culture that's like well if
6x0SqrSBiEu-00232-00049275-00049460 I can just do faster faster faster it
6x0SqrSBiEu-00233-00049461-00049691 will make up for everything else then
6x0SqrSBiEu-00234-00049692-00049844 again if we move too fast sometimes
6x0SqrSBiEu-00235-00049845-00049961 we're breaking things we're not being
6x0SqrSBiEu-00236-00049962-00050165 able to take advantage of things so it
6x0SqrSBiEu-00237-00050166-00050390 goes back to is this simple it sure
6x0SqrSBiEu-00238-00050391-00050660 doesn't sound simple so it's you know IT
6x0SqrSBiEu-00239-00050661-00050888 is a complex world pricing is one of
6x0SqrSBiEu-00240-00050889-00050960 those things
6x0SqrSBiEu-00241-00050961-00051263 absolutely getting sorted out you know
6x0SqrSBiEu-00242-00051264-00051517 RedHat has a nice position in the
6x0SqrSBiEu-00243-00051519-00051715 marketplace when I look at you know the
6x0SqrSBiEu-00244-00051716-00051958 big companies in the market you know you
6x0SqrSBiEu-00245-00051959-00052094 need to take okay software companies
6x0SqrSBiEu-00246-00052095-00052342 like a Microsoft or an Oracle one of the
6x0SqrSBiEu-00247-00052344-00052469 first things most people thinks about
6x0SqrSBiEu-00248-00052470-00052610 think about when you hear those
6x0SqrSBiEu-00249-00052611-00052841 companies is like Oh their price
6x0SqrSBiEu-00250-00052841-00053111 Red Hat has you know broad adoption and
6x0SqrSBiEu-00251-00053112-00053401 a lot of customers and do I hear issues
6x0SqrSBiEu-00252-00053402-00053566 here or there on certain product lines
6x0SqrSBiEu-00253-00053567-00053744 where yes they'd like it cheaper or
6x0SqrSBiEu-00254-00053745-00053999 there yes but it's not a general
6x0SqrSBiEu-00255-00054000-00054185 complaint oh well hey you want to do you
6x0SqrSBiEu-00256-00054186-00054382 know let's just use the Fedora version
6x0SqrSBiEu-00257-00054383-00054517 or the Center West version rather than
6x0SqrSBiEu-00258-00054519-00054682 the full enterprise version and they
6x0SqrSBiEu-00259-00054683-00054875 have some sliders to be able to you know
6x0SqrSBiEu-00260-00054876-00055124 manage with that you know starting to
6x0SqrSBiEu-00261-00055125-00055381 hear more you know kind of the elastic
6x0SqrSBiEu-00262-00055382-00055649 cloud like pricing from Red Hat and some
6x0SqrSBiEu-00263-00055650-00055835 of their partners that they solution
6x0SqrSBiEu-00264-00055836-00056153 these pieces with so yeah you know
6x0SqrSBiEu-00265-00056154-00056375 pricing isn't simple yet it's definitely
6x0SqrSBiEu-00266-00056376-00056573 something that we're gonna see more and
6x0SqrSBiEu-00267-00056574-00056719 more as we kind of get to that cloud
6x0SqrSBiEu-00268-00056720-00057023 like model today is particularly in the
6x0SqrSBiEu-00269-00057024-00057260 morning keynote some of the use cases
6x0SqrSBiEu-00270-00057261-00057413 were from the government we had three
6x0SqrSBiEu-00271-00057414-00057599 including British Columbia which we just
6x0SqrSBiEu-00272-00057600-00057947 had on our show also Singapore so it
6x0SqrSBiEu-00273-00057948-00058085 sounds as though government is saying
6x0SqrSBiEu-00274-00058086-00058342 wait what is this open source this this
6x0SqrSBiEu-00275-00058344-00058496 can really help us this can help us
6x0SqrSBiEu-00276-00058497-00058693 engage our citizens and help make their
6x0SqrSBiEu-00277-00058694-00058930 lives easier and also by the way make it
6x0SqrSBiEu-00278-00058932-00059250 easier for us to govern do you
6x0SqrSBiEu-00279-00059251-00059504 government sort of always lag behind or
6x0SqrSBiEu-00280-00059504-00059680 do you think that there is a possibility
6x0SqrSBiEu-00281-00059682-00059893 the government could really lead the way
6x0SqrSBiEu-00282-00059894-00060082 on a lot of these well it's funny
6x0SqrSBiEu-00283-00060083-00060268 because we've always we've known for a
6x0SqrSBiEu-00284-00060269-00060493 long time that government typically
6x0SqrSBiEu-00285-00060494-00060619 doesn't get a lot of budgets so when
6x0SqrSBiEu-00286-00060620-00060866 they go to do something first of all
6x0SqrSBiEu-00287-00060866-00061132 they sometimes can leapfrog a generation
6x0SqrSBiEu-00288-00061133-00061300 or two because they've waited they've
6x0SqrSBiEu-00289-00061301-00061492 waited they've waited and I can't
6x0SqrSBiEu-00290-00061494-00061697 necessarily upgrade it so I might skip a
6x0SqrSBiEu-00291-00061698-00062096 generation secondly you know government
6x0SqrSBiEu-00292-00062097-00062390 has if we talk about things like IOT and
6x0SqrSBiEu-00293-00062391-00062641 you know all of those data points out
6x0SqrSBiEu-00294-00062642-00062924 their data has gravity data is the new
6x0SqrSBiEu-00295-00062925-00063200 oil government has a lot of data you
6x0SqrSBiEu-00296-00063201-00063422 know interest you just an interview
6x0SqrSBiEu-00297-00063423-00063596 British Columbia I'm sure you know
6x0SqrSBiEu-00298-00063597-00063826 there's the opportunity there that as
6x0SqrSBiEu-00299-00063827-00064063 data can be leveraged in turn
6x0SqrSBiEu-00300-00064064-00064294 more value working with entrepreneurs
6x0SqrSBiEu-00301-00064295-00064507 working with communities government now
6x0SqrSBiEu-00302-00064508-00064738 sits in a place where if they can be a
6x0SqrSBiEu-00303-00064739-00064921 little bit more open and they could take
6x0SqrSBiEu-00304-00064922-00065041 advantage of this and a new opportunity
6x0SqrSBiEu-00305-00065041-00065341 they can actually be on the vanguard of
6x0SqrSBiEu-00306-00065341-00065476 some of these new technologies anything
6x0SqrSBiEu-00307-00065477-00065650 you got from your interviews yes no
6x0SqrSBiEu-00308-00065651-00065866 absolutely I mean I think that one of
6x0SqrSBiEu-00309-00065867-00066088 the things that really struck me was the
6x0SqrSBiEu-00310-00066089-00066265 recruiting and retention piece because
6x0SqrSBiEu-00311-00066266-00066541 that seems to be one of one of the
6x0SqrSBiEu-00312-00066542-00066709 hardest things if you're if you're a if
6x0SqrSBiEu-00313-00066710-00066973 you're a hot coder an engineer who's
6x0SqrSBiEu-00314-00066974-00067114 graduating from one of the best schools
6x0SqrSBiEu-00315-00067115-00067276 it's gonna take a lot to get you to go
6x0SqrSBiEu-00316-00067277-00067453 work for the government it's just will
6x0SqrSBiEu-00317-00067454-00067675 oh my god Rebecca I did like you know
6x0SqrSBiEu-00318-00067676-00067816 when I was in college I did an
6x0SqrSBiEu-00319-00067817-00067981 internship for a municipal government I
6x0SqrSBiEu-00320-00067982-00068176 you know digitized all their land
6x0SqrSBiEu-00321-00068177-00068359 management did a whole database creation
6x0SqrSBiEu-00322-00068360-00068536 and you know did one of those things you
6x0SqrSBiEu-00323-00068537-00068683 know the old process took two months and
6x0SqrSBiEu-00324-00068684-00068827 when I was done with it it could be
6x0SqrSBiEu-00325-00068828-00069016 anywhere from two minutes to you know
6x0SqrSBiEu-00326-00069017-00069298 maybe a little bit longer but boy that
6x0SqrSBiEu-00327-00069299-00069463 was a painful summer to work through
6x0SqrSBiEu-00328-00069464-00069595 some of the processes there
6x0SqrSBiEu-00329-00069596-00069808 infrastructure was all antiquated great
6x0SqrSBiEu-00330-00069809-00070030 people but you know government moved at
6x0SqrSBiEu-00331-00070031-00070450 a slower speed I'm used to that so they
6x0SqrSBiEu-00332-00070451-00070615 are using the same kind of tools that
6x0SqrSBiEu-00333-00070616-00070759 these coders and developers would be
6x0SqrSBiEu-00334-00070760-00070966 using in the private sector they're also
6x0SqrSBiEu-00335-00070967-00071227 doing smaller engagements so it's you
6x0SqrSBiEu-00336-00071228-00071371 don't you're not signing your life away
6x0SqrSBiEu-00337-00071372-00071569 to the government you're able to work on
6x0SqrSBiEu-00338-00071570-00071722 a stint here instant there you can do it
6x0SqrSBiEu-00339-00071723-00071854 in your free time and then get paid on
6x0SqrSBiEu-00340-00071855-00072088 PayPal so I think that that is one way
6x0SqrSBiEu-00341-00072089-00072436 to to attract attract good talent do we
6x0SqrSBiEu-00342-00072437-00072664 got one more day of this what it would
6x0SqrSBiEu-00343-00072665-00072808 what do you hope to see tomorrow what
6x0SqrSBiEu-00344-00072809-00073015 are you going to be looking for what do
6x0SqrSBiEu-00345-00073016-00073156 you wanna be talking about tomorrow at
6x0SqrSBiEu-00346-00073157-00073375 this time yeah well we always get here
6x0SqrSBiEu-00347-00073376-00073588 is a lot of really good customers I love
6x0SqrSBiEu-00348-00073589-00073738 the innovation stories right past the
6x0SqrSBiEu-00349-00073739-00073864 hallway here there's there's all of
6x0SqrSBiEu-00350-00073865-00074053 these pictures and red hats great
6x0SqrSBiEu-00351-00074054-00074182 partner for us on the cube they've
6x0SqrSBiEu-00352-00074183-00074332 brought us many of those customers so
6x0SqrSBiEu-00353-00074333-00074485 we're gonna have more of them on you
6x0SqrSBiEu-00354-00074486-00074620 know another two keynotes
6x0SqrSBiEu-00355-00074621-00074935 a full day of coverage so you know we'll
6x0SqrSBiEu-00356-00074936-00075067 see how many people make it to the
6x0SqrSBiEu-00357-00075068-00075220 morning keynote after going to Fenway
6x0SqrSBiEu-00358-00075221-00075481 tonight 4,000 people pretty impressive
6x0SqrSBiEu-00359-00075482-00075748 you know I think we'll say max it's not
6x0SqrSBiEu-00360-00075749-00075886 like we'll see more red in the audience
6x0SqrSBiEu-00361-00075887-00076162 than usual at a game at Fenway but yeah
6x0SqrSBiEu-00362-00076163-00076447 you your root for the home team I'm a
6x0SqrSBiEu-00363-00076448-00076773 transplant here I go Pat's you know
6x0SqrSBiEu-00364-00076774-00076995 alright that's the argument I think that
6x0SqrSBiEu-00365-00076996-00077256 they were hoping for so I want to thank
6x0SqrSBiEu-00366-00077257-00077472 you so much and I've been great doing
6x0SqrSBiEu-00367-00077473-00077673 this with you and I hope you will join
6x0SqrSBiEu-00368-00077674-00077913 us tomorrow for day three of the Red Hat
6x0SqrSBiEu-00369-00077914-00078096 summit in Boston Massachusetts I'm
6x0SqrSBiEu-00370-00078097-00078288 Rebecca Knight force to minimun thank
6x0SqrSBiEu-00371-00078289-00079124 you and see you tomorrow
6x0SqrSBiEu-00372-00079125-00079432 [Music]
6-YRS5MLLGM-00000-00000028-00000316 [Music]
6-YRS5MLLGM-00001-00000317-00000576 foreign
6-YRS5MLLGM-00002-00000577-00001081 [Music]
6-YRS5MLLGM-00003-00001082-00001450 s Mitch did not date Piper for long in
6-YRS5MLLGM-00004-00001451-00001589 fact it was a rather short High School
6-YRS5MLLGM-00005-00001590-00001745 relationship shortly after the
6-YRS5MLLGM-00006-00001746-00001943 homecoming dance Fiasco Piper and Mitch
6-YRS5MLLGM-00007-00001944-00002123 broke up on good terms after a high
6-YRS5MLLGM-00008-00002124-00002333 school football game cam Mitch's best
6-YRS5MLLGM-00009-00002334-00002584 friend was ecstatic and so was the rest
6-YRS5MLLGM-00010-00002585-00002795 of the hattera gang we were finally
6-YRS5MLLGM-00011-00002796-00003071 going to get our best bud Mitch back no
6-YRS5MLLGM-00012-00003072-00003215 girl was going to get in the way of fun
6-YRS5MLLGM-00013-00003215-00003482 times with the boy
6_659T1LecY-00000-00000000-00000206 preventing lawmakers from really coming
6_659T1LecY-00001-00000208-00000375 to a more substantial agreement rather
6_659T1LecY-00002-00000376-00000686 than these constant stop gap measures
6_659T1LecY-00003-00000687-00000902 a great question and and the answer is
6_659T1LecY-00004-00000903-00001103 basically the both sides have not dug in
6_659T1LecY-00005-00001104-00001374 yet to begin substantive negotiations
6_659T1LecY-00006-00001375-00001535 democrats say that republicans have sort
6_659T1LecY-00007-00001536-00001687 of been dug in here have
6_659T1LecY-00008-00001688-00001871 been insistent on uncertain policy
6_659T1LecY-00009-00001872-00002030 writers being included as part of these
6_659T1LecY-00010-00002032-00002239 broader bills but the reality is just
6_659T1LecY-00011-00002240-00002447 that these talks haven't begun and and
6_659T1LecY-00012-00002448-00002591 so we've been forced to see these
6_659T1LecY-00013-00002592-00002855 constant continuing resolutions um
6_659T1LecY-00014-00002856-00003087 because both sides have been distracted
6_659T1LecY-00015-00003088-00003238 by various other priorities democrats
6_659T1LecY-00016-00003239-00003390 have been obviously focused on their
6_659T1LecY-00017-00003392-00003638 broader social spending bill and i think
6_659T1LecY-00018-00003639-00003863 that's consumed a lot of the oxygen and
6_659T1LecY-00019-00003864-00004015 republicans
6_659T1LecY-00020-00004015-00004151 really haven't come to the table yet in
6_659T1LecY-00021-00004152-00004351 terms of offering offers on how to get
6_659T1LecY-00022-00004352-00004511 the government funded for the full year
6_659T1LecY-00023-00004512-00004663 so let's put us in this position again
6_659T1LecY-00024-00004664-00004886 for having to pursue a second continuing
6_659T1LecY-00025-00004887-00005095 resolution to keep flights on well and
6_659T1LecY-00026-00005096-00005247 congress is also running out of time to
6_659T1LecY-00027-00005248-00005479 act on the debt ceiling failure to raise
6_659T1LecY-00028-00005480-00005638 it by december 15th could put the
6_659T1LecY-00029-00005639-00005895 country into default but there is word
6_659T1LecY-00030-00005896-00006063 on the hill that congressional leaders
6_659T1LecY-00031-00006064-00006175 may use the national defense
6_659T1LecY-00032-00006176-00006343 authorization act to address the debt
6_659T1LecY-00033-00006344-00006495 limit what can you tell us about this
6_659T1LecY-00034-00006495-00006639 anthony
6_659T1LecY-00035-00006640-00006775 yeah my colleagues and i were first to
6_659T1LecY-00036-00006776-00007055 report that today that the ndaa is known
6_659T1LecY-00037-00007056-00007278 affectionately here on in washington is
6_659T1LecY-00038-00007279-00007495 a potential source of uh dealing with
6_659T1LecY-00039-00007495-00007710 the debt limit house minority leader
6_659T1LecY-00040-00007711-00007919 kevin mccarthy within the last hour or
6_659T1LecY-00041-00007920-00008087 so has said basically he didn't think
6_659T1LecY-00042-00008088-00008295 the votes would be there um what's been
6_659T1LecY-00043-00008296-00008510 interesting is that leaders schumer and
6_659T1LecY-00044-00008511-00008687 mcconnell over in the senate have been
6_659T1LecY-00045-00008688-00008871 quietly discussing a path forward on the
6_659T1LecY-00046-00008872-00009151 debt ceiling for a number of days uh
6_659T1LecY-00047-00009152-00009278 they've been pretty coy about their
6_659T1LecY-00048-00009279-00009535 intentions what that path might be
6_659T1LecY-00049-00009536-00009671 so we'll have to see if there's some
6_659T1LecY-00050-00009672-00009878 plan here but it looks like leader
6_659T1LecY-00051-00009879-00010055 mccarthy is throwing cold water on this
6_659T1LecY-00052-00010056-00010287 idea of using the national
6_659T1LecY-00053-00010288-00010406 defense bill
6_659T1LecY-00054-00010407-00010559 as the vehicle for addressing the debt
6_659T1LecY-00055-00010560-00010719 limit it does have to be done according
6_659T1LecY-00056-00010720-00011014 to treasury by december 15th so time is
6_659T1LecY-00057-00011015-00011214 uh you know of the urgency here
6_659T1LecY-00058-00011215-00011391 well anthony more than 20 house
6_659T1LecY-00059-00011392-00011559 democrats sent a letter to speaker
6_659T1LecY-00060-00011560-00011791 pelosi and majority leader steny hoyer
6_659T1LecY-00061-00011792-00012023 on thursday lawmakers are urging them to
6_659T1LecY-00062-00012024-00012231 pass legislation to address supply chain
6_659T1LecY-00063-00012232-00012406 disruptions tell us about the
6_659T1LecY-00064-00012407-00012638 significance and how house leaders are
6_659T1LecY-00065-00012639-00012830 responding
6_659T1LecY-00066-00012831-00012966 it's been very interesting certainly
6_659T1LecY-00067-00012967-00013119 this is a push from about two dozen
6_659T1LecY-00068-00013119-00013303 house democrats who are many of whom are
6_659T1LecY-00069-00013304-00013486 front liners those that are considered
6_659T1LecY-00070-00013487-00013727 to be in seats that may be vulnerable in
6_659T1LecY-00071-00013728-00013911 the midterm elections and basically
6_659T1LecY-00072-00013912-00014127 they're seeing political uh political
6_659T1LecY-00073-00014128-00014255 costs here this is something that people
6_659T1LecY-00074-00014256-00014455 are feeling uh every day in terms of
6_659T1LecY-00075-00014456-00014615 these supply chain disruptions so they
6_659T1LecY-00076-00014616-00014863 want leadership to do more uh take up
6_659T1LecY-00077-00014863-00015015 legislation that's been introduced that
6_659T1LecY-00078-00015016-00015191 they think would benefit the supply
6_659T1LecY-00079-00015191-00015438 chain what was interesting is uh speaker
6_659T1LecY-00080-00015440-00015622 pelosi today indicated at her press
6_659T1LecY-00081-00015623-00015847 conference that uh the chairs the
6_659T1LecY-00082-00015847-00015950 various committees that have been
6_659T1LecY-00083-00015951-00016127 working on this bill that's aimed at
6_659T1LecY-00084-00016128-00016294 boosting competitiveness of the u.s
6_659T1LecY-00085-00016295-00016439 against china
6_659T1LecY-00086-00016440-00016615 they can be in a meeting today there's
6_659T1LecY-00087-00016616-00016767 hope of working out an agreement with
6_659T1LecY-00088-00016768-00016935 that bill and passing that before the
6_659T1LecY-00089-00016936-00017119 end of the year they believe that that
6_659T1LecY-00090-00017120-00017247 in addition to the bipartisan
6_659T1LecY-00091-00017248-00017407 infrastructure build they've already
6_659T1LecY-00092-00017408-00017575 passed would help alleviate some of
6_659T1LecY-00093-00017576-00017775 those supply chain concerns
6_659T1LecY-00094-00017776-00018079 all right anthony a dragna thank you
6_659T1LecY-00095-00018080-00018222 thank you
6_659T1LecY-00096-00018223-00018422 prosecutors in michigan say that they
6_659T1LecY-00097-00018423-00018614 are also considering criminal charges
6_659T1LecY-00098-00018615-00018799 against the parents of the 15-year-old
6_659T1LecY-00099-00018800-00018983 suspect accused of a deadly school
6_659T1LecY-00100-00018984-00019199 shooting four students were killed and
6_659T1LecY-00101-00019200-00019399 several others were wounded at oxford
6_659T1LecY-00102-00019400-00019631 high school earlier
6_659T1LecY-00103-00019632-00020686 [Music]
6_659T1LecY-00104-00020687-00020895 you
6A63rdgmf70-00000-00000003-00000302 but I think you know read when you talk
6A63rdgmf70-00001-00000303-00000443 about the state of exception we're
6A63rdgmf70-00002-00000444-00000690 talking about in states of crisis
6A63rdgmf70-00003-00000691-00001054 governments and typically corporate the
6A63rdgmf70-00004-00001055-00001211 corporate sector as well they tend to
6A63rdgmf70-00005-00001212-00001450 take advantage of states of crisis in
6A63rdgmf70-00006-00001451-00001691 general and states use these as states
6A63rdgmf70-00007-00001692-00001889 of exception like okay right now we're
6A63rdgmf70-00008-00001889-00002054 in a state of crisis we have to impose
6A63rdgmf70-00009-00002055-00002348 strict measures and within those context
6A63rdgmf70-00010-00002349-00002785 it seems to me that that's when creeping
6A63rdgmf70-00011-00002786-00002977 authoritarianism kind of makes a leap
6A63rdgmf70-00012-00002978-00003281 forward that's when we start to see
6A63rdgmf70-00013-00003282-00003545 things really move faster and faster in
6A63rdgmf70-00014-00003546-00003974 a more authoritarian direction and you
6A63rdgmf70-00015-00003975-00004111 know we saw that after 9/11 as Ali
6A63rdgmf70-00016-00004112-00004301 talked about and as you talked about in
6A63rdgmf70-00017-00004302-00004508 your piece I mean you know the Patriot
6A63rdgmf70-00018-00004509-00004820 Act and the war on terror began and the
6A63rdgmf70-00019-00004821-00004967 surveillance state really kicked up a
6A63rdgmf70-00020-00004968-00005117 notch I mean like all the things that
6A63rdgmf70-00021-00005118-00005302 came out of that crisis because people
6A63rdgmf70-00022-00005303-00005474 were in a state of crisis and panic and
6A63rdgmf70-00023-00005475-00005743 fear and as Naomi Klein points to with
6A63rdgmf70-00024-00005744-00005861 the Shock Doctrine
6A63rdgmf70-00025-00005862-00006074 that's when capitalists that's when
6A63rdgmf70-00026-00006075-00006542 state the states begin to which for more
6A63rdgmf70-00027-00006543-00006734 authoritarian measures or the amputation
6A63rdgmf70-00028-00006734-00007001 of various public things you know deep
6A63rdgmf70-00029-00007002-00007433 regulation I mean so I guess if I could
6A63rdgmf70-00030-00007434-00007621 just ask what this state of exception is
6A63rdgmf70-00031-00007622-00007834 and and how it applies to this situation
6A63rdgmf70-00032-00007836-00008105 I guess I could ask Reid first about
6A63rdgmf70-00033-00008106-00008267 that and then Ali if you want to jump in
6A63rdgmf70-00034-00008268-00008576 whenever so this state of exception was
6A63rdgmf70-00035-00008577-00008771 something that was identified first it's
6A63rdgmf70-00036-00008772-00008948 always kind of existed but it was an
6A63rdgmf70-00037-00008949-00009230 idea that was identified by Carl Schmitt
6A63rdgmf70-00038-00009231-00009571 Carl Schmitt was the lead jurist for the
6A63rdgmf70-00039-00009572-00009923 Nazi regime every law that the that the
6A63rdgmf70-00040-00009924-00010264 Nazis passed in order to implement their
6A63rdgmf70-00041-00010265-00010456 policy is pretty much he was the
6A63rdgmf70-00042-00010457-00010844 architect of all of those and and he
6A63rdgmf70-00043-00010845-00010999 wrote and it was actually I believe it
6A63rdgmf70-00044-00011000-00011174 was in one of his Diaries that he first
6A63rdgmf70-00045-00011175-00011384 wrote it but it was basically he made
6A63rdgmf70-00046-00011385-00011563 the statement sovereign is he who
6A63rdgmf70-00047-00011564-00011801 decides the exception which is to say
6A63rdgmf70-00048-00011802-00012077 that true power sovereignty as it were
6A63rdgmf70-00049-00012078-00012509 comes from the ability to suspend the
6A63rdgmf70-00050-00012510-00012752 laws as you will so you have that you
6A63rdgmf70-00051-00012753-00012916 know within liberal democracy
6A63rdgmf70-00052-00012917-00013169 everything's the rule of law like we we
6A63rdgmf70-00053-00013169-00013380 obey laws you get punished for law
6A63rdgmf70-00054-00013381-00013855 or for breaking laws etc but and and it
6A63rdgmf70-00055-00013856-00014152 pretends as if that's just it that
6A63rdgmf70-00056-00014153-00014373 there's it's just laws you know like no
6A63rdgmf70-00057-00014374-00014556 one is above the law it's alright except
6A63rdgmf70-00058-00014557-00014880 every government everywhere you know
6A63rdgmf70-00059-00014881-00015049 whether it was to vine right Kings
6A63rdgmf70-00060-00015050-00015369 before or Emperor's or you know our
6A63rdgmf70-00061-00015370-00015661 liberal democracies like as in in the
6A63rdgmf70-00062-00015662-00016000 United States you know there is always
6A63rdgmf70-00063-00016001-00016242 the ability for the sovereign whoever
6A63rdgmf70-00064-00016243-00016428 that is you know be that the president
6A63rdgmf70-00065-00016429-00016747 be let the government itself to make an
6A63rdgmf70-00066-00016748-00017028 exception and not just make an exception
6A63rdgmf70-00067-00017029-00017278 but but create a state of exception
6A63rdgmf70-00068-00017279-00017533 where those exceptions continue you know
6A63rdgmf70-00069-00017534-00017670 another way of putting it is a state of
6A63rdgmf70-00070-00017671-00017914 emergency Walter Benjamin spoke about
6A63rdgmf70-00071-00017915-00018255 this where you know the state of
6A63rdgmf70-00072-00018256-00018369 emergency is something that the
6A63rdgmf70-00073-00018370-00018768 governments declare at some point in the
6A63rdgmf70-00074-00018769-00018990 face of a crisis to that extension or
6A63rdgmf70-00075-00018991-00019375 actual you know which is what we're
6A63rdgmf70-00076-00019376-00019581 seeing now you know state of emergencies
6A63rdgmf70-00077-00019582-00019921 or states of exception within within
6A63rdgmf70-00078-00019922-00020115 Europe China South Korea you know
6A63rdgmf70-00079-00020116-00020292 everybody's doing it the United States
6A63rdgmf70-00080-00020293-00020628 is starting to do it as well but one of
6A63rdgmf70-00081-00020629-00020796 the things that that really interested
6A63rdgmf70-00082-00020797-00020961 me was the way that everyone was acting
6A63rdgmf70-00083-00020962-00021267 as if this was unusual as if this was a
6A63rdgmf70-00084-00021268-00021502 very brand new thing that governments
6A63rdgmf70-00085-00021503-00021894 would never do before and and oh we
6A63rdgmf70-00086-00021895-00022140 can't do that because that's that's just
6A63rdgmf70-00087-00022141-00022342 you know government's don't do that the
6A63rdgmf70-00088-00022343-00022472 thing is the governments have done that
6A63rdgmf70-00089-00022473-00022740 repeatedly in the United States like you
6A63rdgmf70-00090-00022741-00023086 know we in turn to Japanese citizens you
6A63rdgmf70-00091-00023087-00023302 know I actually we but you know like
6A63rdgmf70-00092-00023303-00023624 like the United States
6A63rdgmf70-00093-00023625-00023880 they killed black dudes on the street
6A63rdgmf70-00094-00023881-00024120 for no [__] reason they make
6A63rdgmf70-00095-00024121-00024339 exceptions to the rule all of the time
6A63rdgmf70-00096-00024340-00024684 in fact it is constantly an exception
6A63rdgmf70-00097-00024685-00024924 you know it's like this is the law but
6A63rdgmf70-00098-00024925-00025236 then we violate this law because we can
6A63rdgmf70-00099-00025237-00025368 and there's nothing you could do about
6A63rdgmf70-00100-00025369-00025659 this and so where the law is you know
6A63rdgmf70-00101-00025660-00025849 that you can have public gatherings that
6A63rdgmf70-00102-00025850-00026208 the government cannot you know impinge
6A63rdgmf70-00103-00026209-00026458 upon your your freedom of speech your
6A63rdgmf70-00104-00026458-00026751 your freedom across etc and everyone's
6A63rdgmf70-00105-00026752-00026773 like
6A63rdgmf70-00106-00026774-00026889 oh I can't believe the government is
6A63rdgmf70-00107-00026891-00027045 doing now it's like you government has
6A63rdgmf70-00108-00027047-00027405 always done what governments do the
6A63rdgmf70-00109-00027406-00027562 government's have always had this power
6A63rdgmf70-00110-00027563-00027990 and then I mean if we see this you know
6A63rdgmf70-00111-00027991-00028233 I'm looking beyond what's gonna happen
6A63rdgmf70-00112-00028234-00028383 obviously we don't know what's gonna
6A63rdgmf70-00113-00028384-00028558 happen it's all terrifying I have no
6A63rdgmf70-00114-00028558-00028810 idea you know I could be stuck here for
6A63rdgmf70-00115-00028811-00029095 five weeks maybe even longer you know
6A63rdgmf70-00116-00029095-00029283 they've talked about in fronts it been
6A63rdgmf70-00117-00029284-00029464 longer as well we don't know what's
6A63rdgmf70-00118-00029464-00029701 gonna happen but after after this is
6A63rdgmf70-00119-00029702-00030061 done we're going to all collectively
6A63rdgmf70-00120-00030062-00030382 want to have this idea that wow that was
6A63rdgmf70-00121-00030383-00030546 really bad I'm glad that can't happen
6A63rdgmf70-00122-00030547-00030858 again but it will continue to happen
6A63rdgmf70-00123-00030859-00031224 again and you know you mentioned you
6A63rdgmf70-00124-00031225-00031420 mentioned name a client's idea and the
6A63rdgmf70-00125-00031420-00031561 shock doctor and then disaster
6A63rdgmf70-00126-00031562-00031870 capitalism already we've seen in the
6A63rdgmf70-00127-00031870-00032118 United States I wish I could remember
6A63rdgmf70-00128-00032119-00032431 which that there was an attorney general
6A63rdgmf70-00129-00032432-00032858 who was saying that we need to suspend
6A63rdgmf70-00130-00032859-00033274 laws against habeas corpus and and a
6A63rdgmf70-00131-00033275-00033505 couple of other things that you know our
6A63rdgmf70-00132-00033506-00033808 requirements of the US Constitution for
6A63rdgmf70-00133-00033809-00033952 three months while we're in the state of
6A63rdgmf70-00134-00033953-00034221 exception it's like we have time to deal
6A63rdgmf70-00135-00034222-00034504 with these things you know you know we
6A63rdgmf70-00136-00034505-00034645 can arrest people without warrants and
6A63rdgmf70-00137-00034646-00034729 just put them in there and then we
6A63rdgmf70-00138-00034730-00034890 should clear it up later you're already
6A63rdgmf70-00139-00034891-00035026 seeing people trying to take advantage
6A63rdgmf70-00140-00035027-00035182 of this and you'll see this much much
6A63rdgmf70-00141-00035183-00035386 much much much more especially within
6A63rdgmf70-00142-00035387-00035605 the United States because the United
6A63rdgmf70-00143-00035606-00035923 States has no no strong left to
6A63rdgmf70-00144-00035924-00036199 constantly push back on this and no
6A63rdgmf70-00145-00036200-00036532 history of what it is like when
6A63rdgmf70-00146-00036533-00036760 governments do this you know even though
6A63rdgmf70-00147-00036761-00037024 even though you know the entire United
6A63rdgmf70-00148-00037025-00037258 States history is of the government
6A63rdgmf70-00149-00037259-00037420 doing these things but they don't see it
6A63rdgmf70-00150-00037421-00037649 as so they won't know what's coming next
6A63rdgmf70-00151-00037650-00038137 right yeah I'll just say this I was
6A63rdgmf70-00152-00038138-00038340 actually pulled up the article about
6A63rdgmf70-00153-00038341-00038617 that which is a William bar I think is
6A63rdgmf70-00154-00038618-00038836 his name the Attorney General yeah I
6A63rdgmf70-00155-00038837-00039067 think that's a first name bar yeah he
6A63rdgmf70-00156-00039068-00039211 says that the Trump Department of
6A63rdgmf70-00157-00039212-00039414 Justice had asked Congress to craft
6A63rdgmf70-00158-00039415-00039645 legislation allowing chief chief judges
6A63rdgmf70-00159-00039646-00039852 to indefinitely hold people without
6A63rdgmf70-00160-00039853-00040051 trial and suspend other constitutionally
6A63rdgmf70-00161-00040052-00040155 protected rights to
6A63rdgmf70-00162-00040156-00040349 coronavirus and other emergencies
6A63rdgmf70-00163-00040350-00040566 according to a report by politico's
6A63rdgmf70-00164-00040567-00040977 Betsy Woodruff Swan so it's saying also
6A63rdgmf70-00165-00040978-00041185 that because it's that the Democrats
6A63rdgmf70-00166-00041186-00041323 control the House of Representatives
6A63rdgmf70-00167-00041324-00041583 that this might not go through probably
6A63rdgmf70-00168-00041584-00041907 won't go through but nonetheless I mean
6A63rdgmf70-00169-00041908-00042039 in the fact that they're even proposing
6A63rdgmf70-00170-00042040-00042201 something like this is an indication of
6A63rdgmf70-00171-00042202-00042602 the direction they're trying to go in
6A63rdgmf70-00172-00042603-00042924 one thing I want to two thoughts one
6A63rdgmf70-00173-00042925-00043080 being I agree with everything Reid said
6A63rdgmf70-00174-00043081-00043410 with one notable exception I do think
6A63rdgmf70-00175-00043411-00043576 that what he's saying is much more
6A63rdgmf70-00176-00043577-00043948 limited to the United States in terms of
6A63rdgmf70-00177-00043949-00044176 this cultural forgetting and this idea
6A63rdgmf70-00178-00044177-00044407 that every time we know we enter into
6A63rdgmf70-00179-00044408-00044560 this new state of exception that
6A63rdgmf70-00180-00044561-00044679 everyone thinks it's a brand new thing
6A63rdgmf70-00181-00044680-00044982 and I do think that that's closely
6A63rdgmf70-00182-00044983-00045154 related you know there's just kind of
6A63rdgmf70-00183-00045155-00045327 this mass cultural forgetting that
6A63rdgmf70-00184-00045328-00045582 happens again you know the shock of
6A63rdgmf70-00185-00045583-00045804 everyone you know around children and
6A63rdgmf70-00186-00045805-00045957 cages you know like we didn't do that to
6A63rdgmf70-00187-00045958-00046125 the Japanese moremore to like we didn't
6A63rdgmf70-00188-00046126-00046287 do that to the Germans in World War one
6A63rdgmf70-00189-00046288-00046494 like we didn't do such things to Native
6A63rdgmf70-00190-00046495-00046701 Americans for the past you know 200 plus
6A63rdgmf70-00191-00046702-00046971 years right and I think that that's very
6A63rdgmf70-00192-00046972-00047136 closely connected to American
6A63rdgmf70-00193-00047137-00047329 exceptionalism and to the idea that
6A63rdgmf70-00194-00047330-00047487 America is the freest country in the
6A63rdgmf70-00195-00047488-00047652 world that you know that that can't
6A63rdgmf70-00196-00047653-00047979 happen here right this is the same like
6A63rdgmf70-00197-00047980-00048245 willful amnesia that liberals held
6A63rdgmf70-00198-00048246-00048513 throughout 2016 thinking that there's no
6A63rdgmf70-00199-00048514-00048669 way Trump could possibly be elected
6A63rdgmf70-00200-00048670-00048831 because America is better than that
6A63rdgmf70-00201-00048832-00049119 and I say that be you know in part being
6A63rdgmf70-00202-00049120-00049492 here and you know as much as as as
6A63rdgmf70-00203-00049493-00049654 French people hate their government
6A63rdgmf70-00204-00049655-00049917 they're they're not nearly as surprised
6A63rdgmf70-00205-00049918-00050193 angry shocked by the fact that
6A63rdgmf70-00206-00050194-00050364 everyone's on mandatory lockdown right
6A63rdgmf70-00207-00050365-00050658 now then then it would be if it had
6A63rdgmf70-00208-00050659-00050829 happened in the United States which I
6A63rdgmf70-00209-00050830-00051024 think you know it might happen at least
6A63rdgmf70-00210-00051025-00051168 we'll have the state-by-state and it
6A63rdgmf70-00211-00051169-00051270 should happen it should have happened
6A63rdgmf70-00212-00051271-00051717 two weeks ago and I really attribute the
6A63rdgmf70-00213-00051718-00052068 lack of oh my god or not that's not who
6A63rdgmf70-00214-00052069-00052281 we are to the fact that there's much
6A63rdgmf70-00215-00052282-00052449 more of a deep understanding here that
6A63rdgmf70-00216-00052450-00052696 that's actually that that's who we've
6A63rdgmf70-00217-00052697-00053104 always been you know in terms of being a
6A63rdgmf70-00218-00053104-00053323 much more forceful police state in terms
6A63rdgmf70-00219-00053324-00053541 of constant
6A63rdgmf70-00220-00053542-00053965 Isis happening on on this land right I
6A63rdgmf70-00221-00053966-00054267 mean you even look I mean within the
6A63rdgmf70-00222-00054269-00054553 lifetime of the senior citizen right now
6A63rdgmf70-00223-00054554-00054703 right within the lifetime you know I
6A63rdgmf70-00224-00054704-00054865 live next door to an old-age home for
6A63rdgmf70-00225-00054866-00055147 example so you know seeing the the women
6A63rdgmf70-00226-00055148-00055341 on their balconies who you know I can
6A63rdgmf70-00227-00055342-00055554 tell are at all surprised by the fact
6A63rdgmf70-00228-00055555-00055782 that they can't leave the house they
6A63rdgmf70-00229-00055783-00055938 lived through the Vichy regime they
6A63rdgmf70-00230-00055939-00056179 lived through occupied France they lived
6A63rdgmf70-00231-00056179-00056419 through a constitutional crisis of 1958
6A63rdgmf70-00232-00056420-00056728 they lived through the the constant
6A63rdgmf70-00233-00056729-00056971 chaos that was the Algerian war and the
6A63rdgmf70-00234-00056972-00057157 way that that's spilled over here they
6A63rdgmf70-00235-00057158-00057544 lived through 68 they've you know
6A63rdgmf70-00236-00057545-00057907 they've lived through so many periods
6A63rdgmf70-00237-00057908-00058044 and and you know frankly they'll know
6A63rdgmf70-00238-00058045-00058429 the police state here even during you
6A63rdgmf70-00239-00058429-00058732 know normal times as has been a much
6A63rdgmf70-00240-00058733-00058966 more stronger much more aggravated much
6A63rdgmf70-00241-00058966-00059173 more in-your-face much more acting in a
6A63rdgmf70-00242-00059174-00059386 way that you know would cause Americans
6A63rdgmf70-00243-00059387-00059541 of all stripes to be like you know
6A63rdgmf70-00244-00059542-00059676 clutching their pearls and going on
6A63rdgmf70-00245-00059677-00059907 about my freedoms you know people
6A63rdgmf70-00246-00059908-00060066 they're used to that like that this
6A63rdgmf70-00247-00060067-00060244 state of exception is much more
6A63rdgmf70-00248-00060245-00060529 normalized here and there isn't the same
6A63rdgmf70-00249-00060529-00060838 kind of cultural forgetting as there is
6A63rdgmf70-00250-00060839-00061017 around you know especially affluent
6A63rdgmf70-00251-00061019-00061312 white Americans who you know in terms of
6A63rdgmf70-00252-00061313-00061525 like the crises that have hit the United
6A63rdgmf70-00253-00061526-00061732 States they've disproportionately
6A63rdgmf70-00254-00061733-00061963 centered on specific demographics that
6A63rdgmf70-00255-00061964-00062413 aren't them whereas here you know the
6A63rdgmf70-00256-00062414-00062590 things that I just mentioned are things
6A63rdgmf70-00257-00062591-00062817 that everybody went through and in
6A63rdgmf70-00258-00062819-00063136 affluence didn't protect you from the
6A63rdgmf70-00259-00063137-00063291 other thing that I was really thinking
6A63rdgmf70-00260-00063291-00063501 when we talk about you know and I'm
6A63rdgmf70-00261-00063502-00063724 thinking back to 9/11 and you know this
6A63rdgmf70-00262-00063725-00063894 is something I didn't write about in my
6A63rdgmf70-00263-00063895-00064092 piece you know didn't really apply but
6A63rdgmf70-00264-00064094-00064387 I'm thinking about now is you know one
6A63rdgmf70-00265-00064388-00064528 dangerous thing that happens during
6A63rdgmf70-00266-00064529-00064774 these these states an exception is that
6A63rdgmf70-00267-00064775-00065191 we Institute rules patterns rituals
6A63rdgmf70-00268-00065191-00065473 whatever that long after the crisis has
6A63rdgmf70-00269-00065474-00065905 passed them become normalized and you
6A63rdgmf70-00270-00065906-00066073 know there's is ganas kind of cultural
6A63rdgmf70-00271-00066074-00066280 forgetting that it was not always like
6A63rdgmf70-00272-00066281-00066478 this I mean you see that like on a
6A63rdgmf70-00273-00066479-00066718 national level with the Patriot Act but
6A63rdgmf70-00274-00066719-00066863 you know again as someone who
6A63rdgmf70-00275-00066864-00067187 New York City living as a New Yorker on
6A63rdgmf70-00276-00067188-00067434 9/11 you know one of the the greatest
6A63rdgmf70-00277-00067435-00067754 disruptions to daily how life which you
6A63rdgmf70-00278-00067755-00067988 know never changed which are like you
6A63rdgmf70-00279-00067989-00068219 know now it's just just the status quo
6A63rdgmf70-00280-00068220-00068553 right was immediately needing to show an
6A63rdgmf70-00281-00068554-00068963 ID to do almost anything overnight
6A63rdgmf70-00282-00068964-00069155 whether you're picking up your mail
6A63rdgmf70-00283-00069156-00069317 whether you're getting on a train
6A63rdgmf70-00284-00069318-00069666 whether you know I am I worked as a
6A63rdgmf70-00285-00069667-00069869 delivery person both before and after
6A63rdgmf70-00286-00069870-00070307 9/11 and after 9/11 there was this great
6A63rdgmf70-00287-00070308-00070647 all of a sudden of need in the market
6A63rdgmf70-00288-00070648-00070862 for to the Free People because
6A63rdgmf70-00289-00070863-00071063 historically delivery was done by
6A63rdgmf70-00290-00071064-00071385 undocumented immigrants and after 9/11
6A63rdgmf70-00291-00071386-00071516 happened they couldn't gain access to
6A63rdgmf70-00292-00071517-00071673 buildings anymore because all of a
6A63rdgmf70-00293-00071674-00071849 sudden every single [__] office
6A63rdgmf70-00294-00071850-00072086 building in New York City required you
6A63rdgmf70-00295-00072087-00072435 to show ID upon entrance for you know
6A63rdgmf70-00296-00072436-00072632 again at the time reasons related to
6A63rdgmf70-00297-00072633-00073031 terrorism 19 years later that's again
6A63rdgmf70-00298-00073032-00073247 just accepted it's just a normalized
6A63rdgmf70-00299-00073248-00073430 exactly and you know younger people
6A63rdgmf70-00300-00073431-00073694 don't remember a time where that ever
6A63rdgmf70-00301-00073695-00073976 wasn't the case but to this day you know
6A63rdgmf70-00302-00073977-00074198 undocumented immigrants can no longer do
6A63rdgmf70-00303-00074199-00074561 food deliveries which is something they
6A63rdgmf70-00304-00074562-00074807 did for decades because they cannot
6A63rdgmf70-00305-00074808-00075044 enter those buildings and so you know
6A63rdgmf70-00306-00075045-00075222 that became something I remember at the
6A63rdgmf70-00307-00075223-00075390 very beginning people being like what
6A63rdgmf70-00308-00075391-00075615 you know you can't do that and it's just
6A63rdgmf70-00309-00075616-00075810 again I think it's hard for people to
6A63rdgmf70-00310-00075811-00075984 remember a time and I know younger
6A63rdgmf70-00311-00075985-00076197 people literally don't remember a time
6A63rdgmf70-00312-00076198-00076410 when that was never the case and so I
6A63rdgmf70-00313-00076411-00076619 think that's you know one of the dangers
6A63rdgmf70-00314-00076620-00076730 that you know and it's okay it's a
6A63rdgmf70-00315-00076731-00076965 little thing on one hand but on the
6A63rdgmf70-00316-00076966-00077126 other hand it's really not a little
6A63rdgmf70-00317-00077127-00077357 thing at all and I think it's those
6A63rdgmf70-00318-00077358-00077555 little pieces you know we concentrate on
6A63rdgmf70-00319-00077556-00077715 the big things you concentrate on things
6A63rdgmf70-00320-00077716-00077922 like the Patriot Act but it says little
6A63rdgmf70-00321-00077923-00078074 disrupt those little things are able to
6A63rdgmf70-00322-00078075-00078425 slip into daily life that long after the
6A63rdgmf70-00323-00078426-00078765 actual tangible danger has passed simply
6A63rdgmf70-00324-00078766-00079085 remain and and do you know over time you
6A63rdgmf70-00325-00079086-00079446 know they they collectively become part
6A63rdgmf70-00326-00079447-00079706 of a much more authoritarian picture
6A63rdgmf70-00327-00079707-00081460 [Music]
6A63rdgmf70-00328-00081461-00081770 [Music]
6A8sSNXi5s0-00001-00004587-00005321 [Music]
6A8sSNXi5s0-00002-00005322-00006581 [Music]
6A8sSNXi5s0-00005-00024696-00024902 you
6BHBsoFDCVy-00000-00000197-00002883 [Music]
6BHBsoFDCVy-00001-00002884-00002991 so
6BHBsoFDCVy-00003-00009884-00010239 um
6BHBsoFDCVy-00004-00010240-00012683 [Music]
6BHBsoFDCVy-00005-00012684-00012941 foreign
6BHBsoFDCVy-00006-00012943-00013735 [Music]
6BHBsoFDCVy-00007-00013736-00013944 you
6C7hChO63oA-00000-00000215-00000351 this is very beautifully found
6C7hChO63oA-00001-00000352-00000511 manifestation
6C7hChO63oA-00002-00000512-00000862 in the planetary system in which we live
6C7hChO63oA-00003-00000863-00001079 the diameter of the earth
6C7hChO63oA-00004-00001080-00001303 the diameter of the sun
6C7hChO63oA-00005-00001304-00001702 the distance between moon and earth
6C7hChO63oA-00006-00001703-00001807 and
6C7hChO63oA-00007-00001807-00002030 in terms of
6C7hChO63oA-00008-00002032-00002263 how the earth's orbit
6C7hChO63oA-00009-00002264-00002502 is divided
6C7hChO63oA-00010-00002503-00002663 based on this
6C7hChO63oA-00011-00002664-00002758 knowing
6C7hChO63oA-00012-00002759-00002950 the connection between the celestial
6C7hChO63oA-00013-00002951-00003047 system
6C7hChO63oA-00014-00003048-00003247 and the human system
6C7hChO63oA-00015-00003247-00003579 many things were evolved and developed
6C7hChO63oA-00016-00003581-00004359 [Music]
6C7hChO63oA-00017-00004360-00004615 so a journalist was interviewing me
6C7hChO63oA-00018-00004616-00004847 and he asked me sadhguru in
6C7hChO63oA-00019-00004848-00005111 india so many people
6C7hChO63oA-00020-00005112-00005327 in the ancient past have worked for
6C7hChO63oA-00021-00005328-00005543 human consciousness
6C7hChO63oA-00022-00005544-00005735 who do you think has contributed
6C7hChO63oA-00023-00005736-00005886 significantly
6C7hChO63oA-00024-00005887-00006159 in the western hemisphere
6C7hChO63oA-00025-00006160-00006446 without hesitation i said charles darwin
6C7hChO63oA-00026-00006447-00006655 so he said how's charles darwin he's a
6C7hChO63oA-00027-00006656-00006983 biologist now in the western hemisphere
6C7hChO63oA-00028-00006984-00007239 he is the one who put this idea
6C7hChO63oA-00029-00007240-00007534 if a life strives it can go beyond its
6C7hChO63oA-00030-00007536-00007703 limitations
6C7hChO63oA-00031-00007704-00007959 these limitations are not god given
6C7hChO63oA-00032-00007959-00008207 these limitations are not absolute if
6C7hChO63oA-00033-00008208-00008431 one is willing to strive he can go
6C7hChO63oA-00034-00008432-00008767 beyond his limitations even you know a
6C7hChO63oA-00035-00008768-00008967 pig can become an elephant a goat can
6C7hChO63oA-00036-00008968-00009206 become a giraffe not a small change
6C7hChO63oA-00037-00009207-00009510 isn't it
6C7hChO63oA-00038-00009511-00010006 i will not talk about the monkeys okay
6C7hChO63oA-00039-00010007-00010238 so this possibility that if a human
6C7hChO63oA-00040-00010239-00010463 being strives he can go beyond his
6C7hChO63oA-00041-00010464-00010823 limitations
6C7hChO63oA-00042-00010824-00010910 then
6C7hChO63oA-00043-00010911-00011006 this is
6C7hChO63oA-00044-00011007-00011231 close to 15 000 years ago they asked
6C7hChO63oA-00045-00011232-00011359 this question
6C7hChO63oA-00046-00011360-00011567 does it mean to say
6C7hChO63oA-00047-00011568-00011663 we can
6C7hChO63oA-00048-00011664-00011878 change our physicality
6C7hChO63oA-00049-00011879-00012159 that we can evolve
6C7hChO63oA-00050-00012160-00012351 so are the yogi sad
6C7hChO63oA-00051-00012352-00012710 your physical evolution is complete
6C7hChO63oA-00052-00012711-00012838 and he gave
6C7hChO63oA-00053-00012839-00013102 mathematical references as to why it is
6C7hChO63oA-00054-00013103-00013271 so
6C7hChO63oA-00055-00013272-00013694 so when they asked can our bodies evolve
6C7hChO63oA-00056-00013695-00014034 he referred to their bodies and he said
6C7hChO63oA-00057-00014035-00014238 [Music]
6C7hChO63oA-00058-00014240-00014355 there are
6C7hChO63oA-00059-00014356-00014511 114
6C7hChO63oA-00060-00014512-00014783 junction points of energy in the system
6C7hChO63oA-00061-00014784-00014991 which in yogic systems we are referring
6C7hChO63oA-00062-00014991-00015063 to
6C7hChO63oA-00063-00015063-00015158 as
6C7hChO63oA-00064-00015159-00015863 chakras there are 114 chakras
6C7hChO63oA-00065-00015863-00015991 out of this
6C7hChO63oA-00066-00015991-00016407 two are outside the body 112 in the body
6C7hChO63oA-00067-00016408-00016727 out of this 112 there are four about
6C7hChO63oA-00068-00016728-00016950 which you can do nothing
6C7hChO63oA-00069-00016951-00017150 they will blossom if everything else is
6C7hChO63oA-00070-00017151-00017471 activated there are 108 that you can
6C7hChO63oA-00071-00017472-00017999 work with
6C7hChO63oA-00072-00018000-00018207 so because of this
6C7hChO63oA-00073-00018208-00018455 you will see traditionally
6C7hChO63oA-00074-00018456-00018743 if you wear beads it's one or eight
6C7hChO63oA-00075-00018744-00019014 if you chant a mantra it's one or eight
6C7hChO63oA-00076-00019015-00019279 if you go around an energy space
6C7hChO63oA-00077-00019280-00019430 one or eight
6C7hChO63oA-00078-00019431-00019711 this is because there are 108 things
6C7hChO63oA-00079-00019712-00019894 that one needs to do
6C7hChO63oA-00080-00019895-00020150 if he wants to have a complete mastery
6C7hChO63oA-00081-00020151-00020230 over
6C7hChO63oA-00082-00020231-00020750 the human mechanism itself
6C7hChO63oA-00083-00020751-00020894 this is very beautifully found
6C7hChO63oA-00084-00020895-00021055 manifestation
6C7hChO63oA-00085-00021056-00021350 in the planetary system in which we live
6C7hChO63oA-00086-00021351-00021655 108 times the diameter of the earth
6C7hChO63oA-00087-00021656-00022150 is the diameter of the sun
6C7hChO63oA-00088-00022151-00022447 the diameter of the sun 108 times
6C7hChO63oA-00089-00022448-00022630 is the distance between the sun and the
6C7hChO63oA-00090-00022631-00022791 earth
6C7hChO63oA-00091-00022792-00023119 diameter of the moon into 108 times
6C7hChO63oA-00092-00023120-00023542 is the distance between moon and earth
6C7hChO63oA-00093-00023543-00023647 and
6C7hChO63oA-00094-00023648-00023871 in terms of
6C7hChO63oA-00095-00023872-00024103 how the earth's orbit
6C7hChO63oA-00096-00024104-00024527 is divided
6C7hChO63oA-00097-00024528-00024663 even that
6C7hChO63oA-00098-00024664-00024967 amounts to 108 for example
6C7hChO63oA-00099-00024968-00025263 the positions that the earth takes
6C7hChO63oA-00100-00025264-00025447 around the sun
6C7hChO63oA-00101-00025448-00025655 is called one nakshatra
6C7hChO63oA-00102-00025656-00025894 there are 27 nakshatras
6C7hChO63oA-00103-00025895-00026094 nakshatra is not a star
6C7hChO63oA-00104-00026095-00026318 it is a measuring unit here
6C7hChO63oA-00105-00026319-00026683 there are 27 nakshatras
6C7hChO63oA-00106-00026683-00027087 and these 27 also indicate
6C7hChO63oA-00107-00027088-00027407 one half of the lunar cycle
6C7hChO63oA-00108-00027408-00027695 the 27 nakshatras means
6C7hChO63oA-00109-00027695-00028007 13 and a half lunar months
6C7hChO63oA-00110-00028008-00028199 and that's how the lunar calendar
6C7hChO63oA-00111-00028200-00028367 functions
6C7hChO63oA-00112-00028368-00028623 and akshatra is divided into four padas
6C7hChO63oA-00113-00028624-00028839 that means one eighth
6C7hChO63oA-00114-00028839-00028962 of the moon's cycle
6C7hChO63oA-00115-00028963-00029183 [Music]
6C7hChO63oA-00116-00029183-00029614 which is approximately 3.5 days
6C7hChO63oA-00117-00029616-00029902 27 nakshatras into four fathers is one
6C7hChO63oA-00118-00029904-00030174 or eight fathers in one year
6C7hChO63oA-00119-00030175-00030343 so with the completion
6C7hChO63oA-00120-00030344-00030599 of one year there are
6C7hChO63oA-00121-00030600-00030887 108 fathers
6C7hChO63oA-00122-00030888-00031118 so this is almost like
6C7hChO63oA-00123-00031119-00031567 the beads that you wear 108.
6C7hChO63oA-00124-00031568-00031814 right now the planet earth is arranging
6C7hChO63oA-00125-00031816-00031918 itself
6C7hChO63oA-00126-00031919-00032295 in the form of 108 beads around the sun
6C7hChO63oA-00127-00032295-00032574 and accordingly you use 108 beads
6C7hChO63oA-00128-00032575-00032735 whenever you wear
6C7hChO63oA-00129-00032736-00032959 this is almost like beads around the
6C7hChO63oA-00130-00032960-00033046 sun's
6C7hChO63oA-00131-00033047-00033446 circumference
6C7hChO63oA-00132-00033447-00033607 based on this
6C7hChO63oA-00133-00033608-00033702 knowing
6C7hChO63oA-00134-00033703-00033902 the connection between the celestial
6C7hChO63oA-00135-00033903-00034190 system and the human system
6C7hChO63oA-00136-00034191-00034943 many things were evolved and developed
6C7hChO63oA-00137-00034944-00035159 it's very uncanny that now in the last
6C7hChO63oA-00138-00035160-00035399 six years the neuroscientists in the
6C7hChO63oA-00139-00035400-00035718 world are saying the same things
6C7hChO63oA-00140-00035719-00035959 this has been a search can we evolve
6C7hChO63oA-00141-00035960-00036143 human brain beyond its present
6C7hChO63oA-00142-00036144-00036351 limitations
6C7hChO63oA-00143-00036352-00036439 so
6C7hChO63oA-00144-00036440-00036679 neuroscientists today are saying
6C7hChO63oA-00145-00036680-00036895 that you cannot evolve the human brain
6C7hChO63oA-00146-00036896-00037023 any further
6C7hChO63oA-00147-00037024-00037271 not because of neurological principles
6C7hChO63oA-00148-00037272-00037455 but because of physical loss on the
6C7hChO63oA-00149-00037456-00037607 planet
6C7hChO63oA-00150-00037608-00037823 the only way you can involve this is
6C7hChO63oA-00151-00037824-00038023 increase the size of the neurons that is
6C7hChO63oA-00152-00038024-00038255 one way or increase the number of
6C7hChO63oA-00153-00038256-00038439 neurons that's another way
6C7hChO63oA-00154-00038440-00038639 if you increase the number of neurons in
6C7hChO63oA-00155-00038640-00038759 your brain
6C7hChO63oA-00156-00038760-00038911 the clarity will go away a lot of
6C7hChO63oA-00157-00038912-00039062 children are born like this they're
6C7hChO63oA-00158-00039063-00039246 brilliant but they can't figure anything
6C7hChO63oA-00159-00039247-00039455 because there's no clarity as they grow
6C7hChO63oA-00160-00039456-00039535 up
6C7hChO63oA-00161-00039536-00039743 some amount of brain killing will happen
6C7hChO63oA-00162-00039744-00039999 naturally and then they become stable if
6C7hChO63oA-00163-00040000-00040335 they don't they'll always be scattered
6C7hChO63oA-00164-00040336-00040502 another way is to increase the size of
6C7hChO63oA-00165-00040503-00040711 the neuron if you increase the size of
6C7hChO63oA-00166-00040712-00040839 the neuron
6C7hChO63oA-00167-00040840-00041079 the volume of energy that an individual
6C7hChO63oA-00168-00041080-00041351 neuron consumes will be so high even to
6C7hChO63oA-00169-00041352-00041567 even now if you are in a restful
6C7hChO63oA-00170-00041568-00041767 position right now
6C7hChO63oA-00171-00041768-00041871 20
6C7hChO63oA-00172-00041872-00042111 of your energies are being consumed by
6C7hChO63oA-00173-00042112-00042390 your brain right now it's a very high
6C7hChO63oA-00174-00042391-00042639 energy consuming part of your body this
6C7hChO63oA-00175-00042640-00042927 much of body consumes eighty percent
6C7hChO63oA-00176-00042928-00043143 this much of brain
6C7hChO63oA-00177-00043144-00043311 i'm sorry don't be insulted by the size
6C7hChO63oA-00178-00043312-00043543 okay um
6C7hChO63oA-00179-00043544-00043862 this much of brain is consuming 20
6C7hChO63oA-00180-00043863-00044087 of the energy if you increase the size
6C7hChO63oA-00181-00044088-00044335 of the neuron it will consume 30 to 40
6C7hChO63oA-00182-00044336-00044518 percent that means it will become
6C7hChO63oA-00183-00044519-00044735 unsustainable
6C7hChO63oA-00184-00044736-00044990 so today neuroscientists are saying
6C7hChO63oA-00185-00044991-00045287 physical loss on the planet will not evo
6C7hChO63oA-00186-00045288-00045399 allow
6C7hChO63oA-00187-00045400-00045687 further growth of human brain we can
6C7hChO63oA-00188-00045688-00045927 only learn to use it better
6C7hChO63oA-00189-00045928-00046351 but we cannot grow a bigger brain
6C7hChO63oA-00190-00046352-00046702 this aadhi yogi said 15 000 years ago he
6C7hChO63oA-00191-00046703-00047007 said your physical evolution is complete
6C7hChO63oA-00192-00047008-00047367 because the solar system will not allow
6C7hChO63oA-00193-00047368-00047599 unless some dramatic changes happen in
6C7hChO63oA-00194-00047600-00047855 the solar system you cannot physically
6C7hChO63oA-00195-00047856-00048062 evolve but there are other ways to
6C7hChO63oA-00196-00048063-00048286 evolve and he thought the methods as to
6C7hChO63oA-00197-00048287-00048374 how
6C7hChO63oA-00198-00048375-00048590 a human being can evolve beyond his
6C7hChO63oA-00199-00048591-00048711 limitations
6C7hChO63oA-00200-00048712-00048935 and it need not be a physical evolution
6C7hChO63oA-00201-00048936-00049167 it does not mean you lost your tail and
6C7hChO63oA-00202-00049168-00049374 you have to grow horns
6C7hChO63oA-00203-00049375-00049590 it means that there are other ways to
6C7hChO63oA-00204-00049591-00050077 evolve which need not be physical
6C7hChO63oA-00205-00050078-00051399 [Music]
6C7hChO63oA-00206-00051400-00051700 hey
6ClNtS_2sN8-00000-00000177-00002530 [Music]
6ClNtS_2sN8-00001-00002531-00004393 [Music]
6ClNtS_2sN8-00002-00004394-00006341 [Music]
6ClNtS_2sN8-00003-00006342-00006787 [Music]
6DpNAhe1w4y-00000-00000170-00000484 welcome back to a brand new video uh New
6DpNAhe1w4y-00001-00000486-00000701 Year's countdown two minutes and 10
6DpNAhe1w4y-00002-00000702-00000965 seconds two minutes and 10 seconds two
6DpNAhe1w4y-00003-00000966-00001187 minutes and 10 seconds see I'm recording
6DpNAhe1w4y-00004-00001188-00001408 and um stream at the same time y'all
6DpNAhe1w4y-00005-00001409-00001710 y'all go check it out on Twitch at uh
6DpNAhe1w4y-00006-00001711-00001937 jadenplace12 and y'all will see this
6DpNAhe1w4y-00007-00001938-00002326 I've been live since like
6DpNAhe1w4y-00008-00002327-00002441 um
6DpNAhe1w4y-00009-00002442-00002807 I've been live for oh crap
6DpNAhe1w4y-00010-00002808-00003160 I've been live for seven minutes now
6DpNAhe1w4y-00011-00003161-00003322 um I don't think the Live's going good
6DpNAhe1w4y-00012-00003323-00003551 because I don't know what's going on
6DpNAhe1w4y-00013-00003552-00003719 there
6DpNAhe1w4y-00014-00003720-00003863 um
6DpNAhe1w4y-00015-00003864-00004193 uh uh uh uh uh
6DpNAhe1w4y-00016-00004194-00004499 one minute one minute one minute you
6DpNAhe1w4y-00017-00004500-00004727 have one minute and two
6DpNAhe1w4y-00018-00004728-00005122 we have one minute until New Year
6DpNAhe1w4y-00019-00005123-00005435 uh one minute one minute one minute one
6DpNAhe1w4y-00020-00005436-00005965 minute one minute I'm recording
6DpNAhe1w4y-00021-00005966-00006286 I guess I won't be able to get them
6DpNAhe1w4y-00022-00006287-00006592 stuff I'm still doing it I'm still doing
6DpNAhe1w4y-00023-00006593-00006814 it I'm still recording I'm not ending
6DpNAhe1w4y-00024-00006815-00007025 I'm not ending yet
6DpNAhe1w4y-00025-00007026-00007589 not until we hit new yet
6DpNAhe1w4y-00026-00007590-00007919 back till we hear New Year's y'all uh
6DpNAhe1w4y-00027-00007920-00008074 one minute left
6DpNAhe1w4y-00028-00008075-00008345 all right I'm coming
6DpNAhe1w4y-00029-00008346-00008669 oh yeah I forgot so we about to pop some
6DpNAhe1w4y-00030-00008670-00009378 fireworks oh God oh God
6DpNAhe1w4y-00031-00009379-00009874 1159 11 59 11 59. oh oh oh oh oh oh oh
6DpNAhe1w4y-00032-00009875-00010477 oh oh oh oh oh oh
6DpNAhe1w4y-00033-00010478-00010949 [Music]
6DpNAhe1w4y-00034-00010950-00011034 sorry
6DpNAhe1w4y-00035-00011035-00011614 [Music]
6DpNAhe1w4y-00036-00011615-00011844 I'll be out soon as you turn
6DpNAhe1w4y-00037-00011845-00012138 [Music]
6DpNAhe1w4y-00038-00012139-00012460 I want to hit it to New Year's I wanted
6DpNAhe1w4y-00039-00012461-00012599 to hit New Year's come on 20 more
6DpNAhe1w4y-00040-00012600-00013057 seconds 20 more seconds 15 14 13 12 11
6DpNAhe1w4y-00041-00013058-00014009 10 9 8 7 6 5 4 3 2 1
6DpNAhe1w4y-00042-00014010-00014221 [Music]
6DpNAhe1w4y-00043-00014222-00014594 Happy New Year
6Dz_PGK8MR8-00000-00000039-00000839 [Music]
6Dz_PGK8MR8-00001-00000840-00001839 do
6Dz_PGK8MR8-00002-00001839-00002199 up on through the stratosphere
6Dz_PGK8MR8-00003-00002200-00002534 all kinds are out of here
6Dz_PGK8MR8-00004-00002535-00002895 going fast going bright
6Dz_PGK8MR8-00005-00002896-00003222 anywhere out of sight
6Dz_PGK8MR8-00006-00003223-00003367 go in
6Dz_PGK8MR8-00007-00003368-00003511 go in
6Dz_PGK8MR8-00008-00003511-00003799 gone
6Dz_PGK8MR8-00009-00003800-00004175 a swing a kiss electric crack
6Dz_PGK8MR8-00010-00004176-00004551 ozone with no looking back
6Dz_PGK8MR8-00011-00004552-00004902 up and off with no trace
6Dz_PGK8MR8-00012-00004903-00005318 no words no mouse no face
6Dz_PGK8MR8-00013-00005319-00005470 go in
6Dz_PGK8MR8-00014-00005471-00005606 go in
6Dz_PGK8MR8-00015-00005607-00005813 gone
6Dz_PGK8MR8-00016-00005814-00007670 [Music]
6Dz_PGK8MR8-00017-00007672-00008110 cicadas cheer the broken knight a plague
6Dz_PGK8MR8-00018-00008111-00008423 of wings a droning light
6Dz_PGK8MR8-00019-00008424-00008783 whistle while you work i guess
6Dz_PGK8MR8-00020-00008784-00009151 they grind you down till there's no song
6Dz_PGK8MR8-00021-00009152-00009823 left
6Dz_PGK8MR8-00022-00009824-00010191 no regrets no looking back
6Dz_PGK8MR8-00023-00010192-00010567 saddle to a future past
6Dz_PGK8MR8-00024-00010568-00010927 buckle up its right or die
6Dz_PGK8MR8-00025-00010928-00011295 onward into the great divide
6Dz_PGK8MR8-00026-00011296-00011446 go in
6Dz_PGK8MR8-00027-00011447-00011583 go in
6Dz_PGK8MR8-00028-00011584-00011818 gone
6Dz_PGK8MR8-00029-00011819-00012145 [Music]
6Et-trxDH-c-00000-00002153-00002769 [Music]
6Et-trxDH-c-00001-00002770-00003327 [Music]
6Et-trxDH-c-00002-00003328-00004255 [Music]
6Et-trxDH-c-00003-00004256-00004797 [Music]
6FWLxKbQHou-00000-00000000-00000167 good morning john i just wanted to let
6FWLxKbQHou-00001-00000168-00000390 you and everybody know that i'm not
6FWLxKbQHou-00002-00000391-00000551 making a video today
6FWLxKbQHou-00003-00000552-00000807 uh we said a thing a while back that
6FWLxKbQHou-00004-00000808-00000902 like hey
6FWLxKbQHou-00005-00000903-00001111 you don't have to make a video every day
6FWLxKbQHou-00006-00001112-00001311 you can have some days that you take off
6FWLxKbQHou-00007-00001312-00001423 you know like i just looked at my
6FWLxKbQHou-00008-00001424-00001639 calendar on
6FWLxKbQHou-00009-00001639-00001910 tuesday i had some time on tuesday to
6FWLxKbQHou-00010-00001911-00002095 make a video and i was like but i hadn't
6FWLxKbQHou-00011-00002096-00002271 seen your video yet you hadn't uploaded
6FWLxKbQHou-00012-00002272-00002455 your video during that time
6FWLxKbQHou-00013-00002456-00002695 and also like i had like some surprise
6FWLxKbQHou-00014-00002696-00002855 curveballs that came my way
6FWLxKbQHou-00015-00002856-00003031 family things and so i wanted to
6FWLxKbQHou-00016-00003032-00003191 prioritize those things
6FWLxKbQHou-00017-00003192-00003415 which i think everybody understands that
6FWLxKbQHou-00018-00003415-00003495 we do
6FWLxKbQHou-00019-00003496-00003719 and would do and should do and like you
6FWLxKbQHou-00020-00003720-00003847 don't have to tell me like
6FWLxKbQHou-00021-00003847-00004031 we support that of course you support
6FWLxKbQHou-00022-00004032-00004191 that i unders i get that which is one of
6FWLxKbQHou-00023-00004192-00004367 the things i love about this
6FWLxKbQHou-00024-00004368-00004686 i think that it is clear that we are not
6FWLxKbQHou-00025-00004687-00004863 focused
6FWLxKbQHou-00026-00004864-00005199 right now and haven't for a while on
6FWLxKbQHou-00027-00005200-00005495 growth like this is a thing that
6FWLxKbQHou-00028-00005496-00005727 everybody here is doing together
6FWLxKbQHou-00029-00005728-00006038 even if you just watch and never comment
6FWLxKbQHou-00030-00006039-00006118 and you're not
6FWLxKbQHou-00031-00006119-00006279 excite like maybe you're not even
6FWLxKbQHou-00032-00006280-00006454 excited about pizza miss
6FWLxKbQHou-00033-00006455-00006687 maybe you're just like coming for i
6FWLxKbQHou-00034-00006688-00006863 don't know i don't know whatever it is
6FWLxKbQHou-00035-00006864-00007006 for you you're part of it and i think
6FWLxKbQHou-00036-00007008-00007095 that like we need to
6FWLxKbQHou-00037-00007095-00007334 understand that generally about the
6FWLxKbQHou-00038-00007336-00007551 media that we engage with is just
6FWLxKbQHou-00039-00007552-00007855 by being there you are part of it i've
6FWLxKbQHou-00040-00007856-00008014 been thinking a lot about how we don't
6FWLxKbQHou-00041-00008015-00008207 know what we're signing up for when we
6FWLxKbQHou-00042-00008208-00008295 sign up for
6FWLxKbQHou-00043-00008296-00008519 the thing that we end up doing you asked
6FWLxKbQHou-00044-00008520-00008655 me to do this
6FWLxKbQHou-00045-00008656-00008959 in 2007 i said yep
6FWLxKbQHou-00046-00008960-00009263 what a concept and then
6FWLxKbQHou-00047-00009264-00009695 here we are it's 20 20
6FWLxKbQHou-00048-00009696-00010078 the future jet packs actually
6FWLxKbQHou-00049-00010079-00010271 we now we actually have the iron man
6FWLxKbQHou-00050-00010272-00010431 suit and the thing that this
6FWLxKbQHou-00051-00010432-00010751 is would be
6FWLxKbQHou-00052-00010752-00010999 not this it would either not exist or it
6FWLxKbQHou-00053-00011000-00011167 would be deeply different if it weren't
6FWLxKbQHou-00054-00011168-00011214 for the
6FWLxKbQHou-00055-00011215-00011567 people who engage with it if only just
6FWLxKbQHou-00056-00011568-00011710 watching not even clicking the like
6FWLxKbQHou-00057-00011711-00011927 button if only just by clicking on the
6FWLxKbQHou-00058-00011928-00012142 thing and watching the video
6FWLxKbQHou-00059-00012143-00012295 it would not be this thing did i have
6FWLxKbQHou-00060-00012296-00012487 something to do with what it is yeah you
6FWLxKbQHou-00061-00012488-00012551 did too
6FWLxKbQHou-00062-00012552-00012855 john but like but we are so
6FWLxKbQHou-00063-00012856-00013158 lucky that it was possible to make
6FWLxKbQHou-00064-00013159-00013247 something like this
6FWLxKbQHou-00065-00013247-00013399 and it's only possible to make something
6FWLxKbQHou-00066-00013400-00013583 like this because
6FWLxKbQHou-00067-00013584-00013927 the people who engage with it
6FWLxKbQHou-00068-00013928-00014094 the people who give us their attention
6FWLxKbQHou-00069-00014095-00014319 and we need to find things like that to
6FWLxKbQHou-00070-00014319-00014535 engage with and do it and let it be part
6FWLxKbQHou-00071-00014536-00014711 of what we are and part of how we figure
6FWLxKbQHou-00072-00014712-00014855 out how to imagine the world it's so
6FWLxKbQHou-00073-00014856-00015030 crappy right now
6FWLxKbQHou-00074-00015031-00015327 and i know that my brain is designed to
6FWLxKbQHou-00075-00015328-00015503 more heavily weight the bad stuff than
6FWLxKbQHou-00076-00015504-00015575 the good stuff
6FWLxKbQHou-00077-00015576-00015807 and so i know that when people are
6FWLxKbQHou-00078-00015808-00015983 trying to influence me
6FWLxKbQHou-00079-00015984-00016111 and the rest of the world they're going
6FWLxKbQHou-00080-00016112-00016294 to focus on the bad stuff
6FWLxKbQHou-00081-00016295-00016439 and they're going to make me think less
6FWLxKbQHou-00082-00016440-00016622 of everything
6FWLxKbQHou-00083-00016623-00016830 in order to get me to not vote or in
6FWLxKbQHou-00084-00016831-00016967 order to get me to
6FWLxKbQHou-00085-00016968-00017150 to buy a thing that's going to make me
6FWLxKbQHou-00086-00017151-00017319 feel better about myself for a moment
6FWLxKbQHou-00087-00017320-00017471 there's a thing called anchoring bias i
6FWLxKbQHou-00088-00017472-00017630 think about a lot where you have certain
6FWLxKbQHou-00089-00017631-00017719 ideas that you go
6FWLxKbQHou-00090-00017720-00017927 to your go-to ideas and i think it's an
6FWLxKbQHou-00091-00017928-00018079 impossible thing to avoid and since it's
6FWLxKbQHou-00092-00018080-00018207 impossible to avoid you have to pick
6FWLxKbQHou-00093-00018208-00018286 good anchors
6FWLxKbQHou-00094-00018287-00018455 and one of the things that i anchor to
6FWLxKbQHou-00095-00018456-00018694 is the idea of negativity bias
6FWLxKbQHou-00096-00018695-00018943 so i'm using my anchoring bias to anchor
6FWLxKbQHou-00097-00018944-00019119 to the idea that my negativity bias
6FWLxKbQHou-00098-00019120-00019175 exists
6FWLxKbQHou-00099-00019176-00019407 and that just reminds me that the world
6FWLxKbQHou-00100-00019408-00019511 is probably
6FWLxKbQHou-00101-00019512-00019711 and people are probably better than i
6FWLxKbQHou-00102-00019712-00019950 think
6FWLxKbQHou-00103-00019951-00020150 and that's at least something anyway all
6FWLxKbQHou-00104-00020151-00020294 that is beside the point i'm just here
6FWLxKbQHou-00105-00020295-00020335 to
6FWLxKbQHou-00106-00020336-00020503 tell you that i'm not gonna make a video
6FWLxKbQHou-00107-00020504-00020719 this week and i know that it's okay that
6FWLxKbQHou-00108-00020720-00020871 i don't make a video this week
6FWLxKbQHou-00109-00020872-00021103 even though i have made a video every
6FWLxKbQHou-00110-00021104-00021199 week on my day
6FWLxKbQHou-00111-00021200-00021447 for like more than 10 years and so it
6FWLxKbQHou-00112-00021448-00021567 feels really weird not to
6FWLxKbQHou-00113-00021568-00021694 okay that's all john i'll see you on
6FWLxKbQHou-00114-00021695-00021944 tuesday
6ItDUaTqNZE-00000-00000035-00000302 ideal toy company was an American toy
6ItDUaTqNZE-00001-00000303-00000532 company founded by Morrison Rose Maktoum
6ItDUaTqNZE-00002-00000533-00000800 during the post-world War two baby boom
6ItDUaTqNZE-00003-00000801-00001037 era ideal became the largest doll making
6ItDUaTqNZE-00004-00001038-00001312 company in the United States their most
6ItDUaTqNZE-00005-00001313-00001570 popular dolls included Betsy wetsy Tony
6ItDUaTqNZE-00006-00001571-00001841 Fauci Walker Shirley Temple miss Revlon
6ItDUaTqNZE-00007-00001842-00001984 Patti PayPal Tammy
6ItDUaTqNZE-00008-00001985-00002222 Thumbelina tiny Thumbelina and Chrissy
6ItDUaTqNZE-00009-00002223-00002941 their last big hit was the Rubik's Cube
6ItDUaTqNZE-00010-00002942-00004285 topic history topic corporate history
6ItDUaTqNZE-00011-00004286-00004544 Morrison Rose Maktoum founded the ideal
6ItDUaTqNZE-00012-00004545-00004754 novelty and toy company in Brooklyn when
6ItDUaTqNZE-00013-00004755-00004988 they invented the teddy bear in 1903
6ItDUaTqNZE-00014-00004989-00005302 after Maktoum's death in 1938 the
6ItDUaTqNZE-00015-00005303-00005479 company changed its name to the ideal
6ItDUaTqNZE-00016-00005480-00005654 toy company and Mick Tim's nephew
6ItDUaTqNZE-00017-00005655-00005902 Abraham Katz became chief executive
6ItDUaTqNZE-00018-00005903-00006191 during World War two the company's value
6ItDUaTqNZE-00019-00006192-00006383 rose from two million dollars to eleven
6ItDUaTqNZE-00020-00006384-00006644 million dollars the company's dolls were
6ItDUaTqNZE-00021-00006645-00006842 so popular during the post-world War two
6ItDUaTqNZE-00022-00006843-00007070 baby boom era they began selling dolls
6ItDUaTqNZE-00023-00007070-00007298 under licence in Canada Australia the
6ItDUaTqNZE-00024-00007298-00007508 United Kingdom and Brazil key ideal
6ItDUaTqNZE-00025-00007509-00007814 employees during the 1950s 60s and 70s
6ItDUaTqNZE-00026-00007815-00008039 were line lay vine Chow band Joseph C
6ItDUaTqNZE-00027-00008040-00008306 Winkler vine trout the son-in-law of
6ItDUaTqNZE-00028-00008307-00008582 Abraham cats joined the company in 1941
6ItDUaTqNZE-00029-00008583-00008798 and rose to become president chairman of
6ItDUaTqNZE-00030-00008799-00009002 the board and chief executive officer
6ItDUaTqNZE-00031-00009003-00009359 Winkler joined ideal in 1956 rising to
6ItDUaTqNZE-00032-00009360-00009728 vice president by 1971 in 1951 ideal
6ItDUaTqNZE-00033-00009729-00009920 partnered with competitors the American
6ItDUaTqNZE-00034-00009921-00010114 character doll company in the Alexander
6ItDUaTqNZE-00035-00010115-00010310 doll company to establish the United
6ItDUaTqNZE-00036-00010311-00010471 States Israeli toy and plastic
6ItDUaTqNZE-00037-00010472-00010696 corporation designed to produce material
6ItDUaTqNZE-00038-00010697-00010934 for toys in Israel in the u.s. ideal CEO
6ItDUaTqNZE-00039-00010935-00011153 Abraham Katz was named president of the
6ItDUaTqNZE-00040-00011154-00011426 new company in 1968 the American
6ItDUaTqNZE-00041-00011427-00011576 character doll company filed for
6ItDUaTqNZE-00042-00011577-00011764 bankruptcy and ideal acquired the
6ItDUaTqNZE-00043-00011765-00011956 defunct companies dyes patents and
6ItDUaTqNZE-00044-00011957-00012178 trademarks as well as specific products
6ItDUaTqNZE-00045-00012179-00012587 like the Tracy grow hair doll in late
6ItDUaTqNZE-00046-00012588-00012866 1971 ideal joined the New York Stock
6ItDUaTqNZE-00047-00012866-00013138 Exchange valued at 71 million dollars it
6ItDUaTqNZE-00048-00013140-00013319 was one of the USA's top three toy
6ItDUaTqNZE-00049-00013319-00013397 companies
6ItDUaTqNZE-00050-00013397-00013622 by 1970 ideal had outgrown its
6ItDUaTqNZE-00051-00013622-00013843 manufacturing complex in Hollis Queens
6ItDUaTqNZE-00052-00013844-00014078 the company wanted to build a new plant
6ItDUaTqNZE-00053-00014079-00014318 in College Point Queens later the site
6ItDUaTqNZE-00054-00014319-00014525 of Shea Stadium but was unable to strike
6ItDUaTqNZE-00055-00014526-00014739 a deal with the Lindsay administration
6ItDUaTqNZE-00056-00014740-00014972 consequently the company opened a new
6ItDUaTqNZE-00057-00014972-00015182 facility in Newark New Jersey in the
6ItDUaTqNZE-00058-00015183-00015416 early 1970s while continuing to operate
6ItDUaTqNZE-00059-00015416-00015647 its Factory in Hollis ideal had earnings
6ItDUaTqNZE-00060-00015647-00015899 of 3.7 million dollars in fiscal year
6ItDUaTqNZE-00061-00015900-00016283 1979 1980 but lost 15 point 5 million
6ItDUaTqNZE-00062-00016284-00016616 dollars in fiscal year 1980 1981 sales
6ItDUaTqNZE-00063-00016617-00016940 both years average see 150 million
6ItDUaTqNZE-00064-00016941-00017165 dollars trying to maximize profits on
6ItDUaTqNZE-00065-00017166-00017408 the Rubik's Cube craze in May 1981 I
6ItDUaTqNZE-00066-00017409-00017642 deal filed civil suits against dozens of
6ItDUaTqNZE-00067-00017643-00017797 distributors and retailers selling
6ItDUaTqNZE-00068-00017798-00018077 knock-off cubes in May 1981 Joseph
6ItDUaTqNZE-00069-00018078-00018250 Winkler was named ideals president
6ItDUaTqNZE-00070-00018251-00018464 succeeding Lionel Vayntrub who remained
6ItDUaTqNZE-00071-00018465-00018730 chairman and CEO in 1982 the company
6ItDUaTqNZE-00072-00018731-00018919 moved its headquarters from Hollis
6ItDUaTqNZE-00073-00018920-00019222 Queens to Harman meadow New Jersey it
6ItDUaTqNZE-00074-00019223-00019519 was sold to CBS toys later that year for
6ItDUaTqNZE-00075-00019520-00019946 c58 million dollars in 1987 CBS sold
6ItDUaTqNZE-00076-00019947-00020150 ideal to viewmaster International which
6ItDUaTqNZE-00077-00020151-00020356 renamed itself viewmaster ideal in the
6ItDUaTqNZE-00078-00020357-00020774 process in 1989 view-master idea was
6ItDUaTqNZE-00079-00020775-00020978 bought by Tyco toys of Mount Laurel New
6ItDUaTqNZE-00080-00020979-00021164 Jersey for forty three point nine
6ItDUaTqNZE-00081-00021165-00021452 million dollars the ideal line remained
6ItDUaTqNZE-00082-00021453-00021674 part of Tyco until Tycho's merger with
6ItDUaTqNZE-00083-00021675-00022115 Mattel Inc in 1997 ideals United Kingdom
6ItDUaTqNZE-00084-00022116-00022309 assets were sold to Hasbro which has
6ItDUaTqNZE-00085-00022310-00022490 since released mousetrap and kerplunk
6ItDUaTqNZE-00086-00022491-00022780 under its MB games brand other toys that
6ItDUaTqNZE-00087-00022781-00022975 originated with ideal continued to be
6ItDUaTqNZE-00088-00022976-00023131 marketed and sold by other companies
6ItDUaTqNZE-00089-00023132-00023350 including rubik's cube by hasbro and
6ItDUaTqNZE-00090-00023351-00023680 magic 8-ball by Mattel the ideal brand
6ItDUaTqNZE-00091-00023681-00023872 was revived by plaza toys on its
6ItDUaTqNZE-00092-00023873-00024055 Fiddlesticks building sticks products
6ItDUaTqNZE-00093-00024056-00024308 but by January 2011 was a pouf slinky
6ItDUaTqNZE-00094-00024309-00024590 brand in January 2014 the ideal brand
6ItDUaTqNZE-00095-00024591-00024803 became part of a new company Alex brands
6ItDUaTqNZE-00096-00024804-00025061 after the May 2013 acquisition of alex
6ItDUaTqNZE-00097-00025062-00025795 toys by propel Equity Partners topic
6ItDUaTqNZE-00098-00025797-00026205 products history
6ItDUaTqNZE-00099-00026206-00026545 ideal began making dolls in 1907 to
6ItDUaTqNZE-00100-00026545-00026812 complement its line of teddy bears their
6ItDUaTqNZE-00101-00026813-00027013 first doll was yellow kid from Richard
6ItDUaTqNZE-00102-00027014-00027205 Felton outcalls comic strip of the same
6ItDUaTqNZE-00103-00027206-00027252 name
6ItDUaTqNZE-00104-00027254-00027511 after that ideal began making a line of
6ItDUaTqNZE-00105-00027512-00027706 baby and character dolls such as naughty
6ItDUaTqNZE-00106-00027707-00027870 Marietta from the Victor Herbert
6ItDUaTqNZE-00107-00027872-00028123 operator and Admiral dot ideal
6ItDUaTqNZE-00108-00028124-00028369 advertised their dolls as unbreakable
6ItDUaTqNZE-00109-00028370-00028591 since they were made of composition a
6ItDUaTqNZE-00110-00028592-00028882 material made of sawdust and glue ideal
6ItDUaTqNZE-00111-00028883-00029122 produced over 200 variations of dolls
6ItDUaTqNZE-00112-00029123-00029257 throughout the composition era
6ItDUaTqNZE-00113-00029258-00029473 understanding branding well ideal had a
6ItDUaTqNZE-00114-00029474-00029710 boy doll launched in 1914 named the
6ItDUaTqNZE-00115-00029711-00030022 UNITA kid after a biscuit company one of
6ItDUaTqNZE-00116-00030023-00030252 ideals most lasting products was Betsy
6ItDUaTqNZE-00117-00030254-00030511 wetsy introduced in 1934 in in
6ItDUaTqNZE-00118-00030512-00030781 production for more than 50 years the
6ItDUaTqNZE-00119-00030782-00030939 doll was named after the daughter of
6ItDUaTqNZE-00120-00030941-00031133 Abraham Capps the head of the company
6ItDUaTqNZE-00121-00031135-00031452 ideal via the Betsy wetsy doll was also
6ItDUaTqNZE-00122-00031454-00031642 one of the first doll manufacturers to
6ItDUaTqNZE-00123-00031643-00031833 produce an african-american version of a
6ItDUaTqNZE-00124-00031835-00032166 popular doll in 2003 the toy industry
6ItDUaTqNZE-00125-00032167-00032407 Association named Betsy wetsy to its
6ItDUaTqNZE-00126-00032408-00032589 century of toys list a compilation
6ItDUaTqNZE-00127-00032591-00032845 commemorating the 100 most memorable and
6ItDUaTqNZE-00128-00032846-00033064 most creative toys of the 20th century
6ItDUaTqNZE-00129-00033065-00033361 debuting in 1934 the Shirley Temple doll
6ItDUaTqNZE-00130-00033362-00033613 was their best-selling doll ideal follow
6ItDUaTqNZE-00131-00033614-00033823 up with licensed Disney dolls in a Judy
6ItDUaTqNZE-00132-00033824-00034024 Garland doll to cosmetics based doll
6ItDUaTqNZE-00133-00034025-00034225 series were launched after World War 2
6ItDUaTqNZE-00134-00034226-00034414 Toni was introduced at the end of the
6ItDUaTqNZE-00135-00034415-00034732 1940s followed by the 1950s dominating
6ItDUaTqNZE-00136-00034733-00034930 miss Revlon series ideal had a hobby
6ItDUaTqNZE-00137-00034931-00035176 division in the 1950s but shifted from
6ItDUaTqNZE-00138-00035177-00035500 that two games in 1962 by the early
6ItDUaTqNZE-00139-00035501-00035803 1970s 30% of the company's sales were
6ItDUaTqNZE-00140-00035804-00036004 games such as mousetrap and hands down
6ItDUaTqNZE-00141-00036005-00036202 doll designer Judith Albert worked for
6ItDUaTqNZE-00142-00036203-00036549 ideal toy company from 1960 to 1980 to
6ItDUaTqNZE-00143-00036550-00036799 master sculptor Vincent J defillippo
6ItDUaTqNZE-00144-00036800-00037069 spent 27 years creating dolls for ideal
6ItDUaTqNZE-00145-00037070-00037558 from 1963 to 1984 company's most popular
6ItDUaTqNZE-00146-00037559-00037855 dolls during this period were Tammy 1962
6ItDUaTqNZE-00147-00037856-00038332 to 1966 flat C dolls 1969 to 1973
6ItDUaTqNZE-00148-00038333-00038866 Chrissie 1969 to 1974 and Tracy 1970 to
6ItDUaTqNZE-00149-00038867-00039331 1972 popular ideal toys in the 1970s
6ItDUaTqNZE-00150-00039332-00039430 included a full
6ItDUaTqNZE-00151-00039431-00039685 of Evel Knievel toys Snoopy toys and the
6ItDUaTqNZE-00152-00039686-00039868 Tuesday Taylor and wake up Thumbelina
6ItDUaTqNZE-00153-00039869-00040093 dolls for a short time the company had a
6ItDUaTqNZE-00154-00040094-00040279 huge seller with the magic cube which
6ItDUaTqNZE-00155-00040280-00040498 had imported from Hungary in 1980 and
6ItDUaTqNZE-00156-00040499-00041084 renamed rubik's cube
6ItDUaTqNZE-00157-00041085-00041430 topic novelties and toys manufactured by
6ItDUaTqNZE-00158-00041431-00043143 ideal topic toys and games topic board
6ItDUaTqNZE-00159-00043144-00044847 games the chase topic dolls topic
6ItDUaTqNZE-00160-00044848-00045615 defillippo dolls other ideal dolls
6NhcmomEQ9k-00000-00000054-00000327 the earthquake in Chile German das
6NhcmomEQ9k-00001-00000328-00000584 erdbeben in Chile is a novella written
6NhcmomEQ9k-00002-00000585-00001019 by Heinrich von Kleist 1777 to 1811 and
6NhcmomEQ9k-00003-00001020-00001412 published in 1807 the novellas central
6NhcmomEQ9k-00004-00001413-00001628 characters are two lovers caught up in
6NhcmomEQ9k-00005-00001629-00001929 the chaos of the 1647 Santiago
6NhcmomEQ9k-00006-00001930-00002575 earthquake in Chile
6NhcmomEQ9k-00007-00002576-00003126 topic synopsis
6NhcmomEQ9k-00008-00003127-00003399 the story begins with the lead character
6NhcmomEQ9k-00009-00003400-00003651 Geronimo Roo Guerra preparing to hang
6NhcmomEQ9k-00010-00003652-00004043 himself in prison in Santiago in 1647
6NhcmomEQ9k-00011-00004044-00004326 Roo Guerra had been a tutor at the house
6NhcmomEQ9k-00012-00004327-00004620 of Don Astron but Don Astron dismissed
6NhcmomEQ9k-00013-00004621-00004839 him upon a strand discovery of an
6NhcmomEQ9k-00014-00004840-00005025 illicit relationship between his
6NhcmomEQ9k-00015-00005026-00005336 daughter and Geronimo Geronimo and
6NhcmomEQ9k-00016-00005337-00005574 Joseph continued their relationship and
6NhcmomEQ9k-00017-00005575-00005768 were soon discovered by Joseph E's
6NhcmomEQ9k-00018-00005769-00006129 brother Don astron sends Joseph to a
6NhcmomEQ9k-00019-00006130-00006402 convent where she and Geronimo continued
6NhcmomEQ9k-00020-00006403-00006630 their relationship until one day Joseph
6NhcmomEQ9k-00021-00006631-00006970 gave birth on the steps of the Cathedral
6NhcmomEQ9k-00022-00006972-00007267 the city folk are excited by this story
6NhcmomEQ9k-00023-00007268-00007553 Geronimo was sent to prison and Joseph
6NhcmomEQ9k-00024-00007554-00007853 was scheduled to be executed as the
6NhcmomEQ9k-00025-00007854-00008087 procession marched towards the execution
6NhcmomEQ9k-00026-00008088-00008138 site
6NhcmomEQ9k-00027-00008139-00008441 Geronimo prepares to hang himself at
6NhcmomEQ9k-00028-00008442-00008708 this moment a strong earthquake destroys
6NhcmomEQ9k-00029-00008709-00008960 much of the city freeing Geronimo from
6NhcmomEQ9k-00030-00008961-00009272 prison despite his fears that Joseph had
6NhcmomEQ9k-00031-00009273-00009545 already died he begins to search for her
6NhcmomEQ9k-00032-00009546-00009770 and is later reunited with her and their
6NhcmomEQ9k-00033-00009771-00010148 son Phillip on her way to her execution
6NhcmomEQ9k-00034-00010149-00010403 as the earthquake strikes Joseph rescues
6NhcmomEQ9k-00035-00010404-00010616 her son from the convent where she had
6NhcmomEQ9k-00036-00010617-00010919 entrusted him to an Abbess the Abbess
6NhcmomEQ9k-00037-00010920-00011201 and most of the nuns are dead Joseph had
6NhcmomEQ9k-00038-00011202-00011402 spent much of the day searching for
6NhcmomEQ9k-00039-00011403-00011723 Geronimo and fearing him dead they plan
6NhcmomEQ9k-00040-00011724-00011990 to travel to concepción chile where
6NhcmomEQ9k-00041-00011991-00012203 joseph has family and from there to
6NhcmomEQ9k-00042-00012204-00012512 spain the following morning the couple
6NhcmomEQ9k-00043-00012513-00012791 is approached by Don Fernando who asks
6NhcmomEQ9k-00044-00012792-00013091 Joseph to breastfeed his son one since
6NhcmomEQ9k-00045-00013091-00013349 his wife Donna Elvira has been injured
6NhcmomEQ9k-00046-00013350-00013669 in the earthquake she complies and Don
6NhcmomEQ9k-00047-00013670-00013943 Fernando invites the reunited family to
6NhcmomEQ9k-00048-00013944-00014261 join his own they are greeted as friends
6NhcmomEQ9k-00049-00014262-00014491 and exchange stories and rumors of the
6NhcmomEQ9k-00050-00014493-00014828 happenings in Santiago Geronimo and
6NhcmomEQ9k-00051-00014829-00015088 Joseph decide to go to concepción and
6NhcmomEQ9k-00052-00015090-00015322 write to the Viceroy of Santiago to ask
6NhcmomEQ9k-00053-00015323-00015613 permission to stay in Chile
6NhcmomEQ9k-00054-00015615-00015860 that afternoon a service as to be held
6NhcmomEQ9k-00055-00015861-00016127 at the lone surviving Church in Santiago
6NhcmomEQ9k-00056-00016128-00016213 and the party
6NhcmomEQ9k-00057-00016215-00016447 aside from Donna Elvira and her father
6NhcmomEQ9k-00058-00016448-00016864 Don Pedro decides to attend Donna Elvira
6NhcmomEQ9k-00059-00016865-00017089 appears to fear for Joseph's ease and
6NhcmomEQ9k-00060-00017090-00017353 Geronimo's safety but Don Pedro feels
6NhcmomEQ9k-00061-00017354-00017617 that Donna Elvira's fears are misplaced
6NhcmomEQ9k-00062-00017618-00017926 they attend the service
6NhcmomEQ9k-00063-00017927-00018175 the sermon compares the earthquake to
6NhcmomEQ9k-00064-00018176-00018400 God's destruction of sodom and gomorrah
6NhcmomEQ9k-00065-00018401-00018652 and speak specifically of Joseph and
6NhcmomEQ9k-00066-00018653-00019003 Geronimo sin Donna Constanza Don
6NhcmomEQ9k-00067-00019004-00019288 Fernando's sister-in-law recognizes the
6NhcmomEQ9k-00068-00019289-00019501 danger but before the party can make
6NhcmomEQ9k-00069-00019502-00019687 their escape someone calls out
6NhcmomEQ9k-00070-00019688-00019960 identifying Joseph as the adulteress and
6NhcmomEQ9k-00071-00019961-00020301 accusing Don Fernando of being Geronimo
6NhcmomEQ9k-00072-00020302-00020626 Joseph who is holding Don Fernando's son
6NhcmomEQ9k-00073-00020627-00020908 Juan is grabbed by the crowd the crowd
6NhcmomEQ9k-00074-00020909-00021253 assumes one as Joseph E's baby Don
6NhcmomEQ9k-00075-00021254-00021541 Fernando identifies himself and attempt
6NhcmomEQ9k-00076-00021542-00021856 to rescue Joseph a naval officer don
6NhcmomEQ9k-00077-00021857-00022165 alonso identifies Don Fernando but
6NhcmomEQ9k-00078-00022166-00022384 hesitates when a cobbler asks about
6NhcmomEQ9k-00079-00022385-00022744 Joseph Joseph gives one and Philip who
6NhcmomEQ9k-00080-00022745-00022972 was being held by Geronimo to Don
6NhcmomEQ9k-00081-00022973-00023215 Fernando and tells him to leave and save
6NhcmomEQ9k-00082-00023216-00023458 the children but he refuses and borrows
6NhcmomEQ9k-00083-00023459-00023818 don alonso sword the crowd allows them
6NhcmomEQ9k-00084-00023819-00024004 to leave and just as they think it's
6NhcmomEQ9k-00085-00024005-00024250 safe to enter the courtyard a man claims
6NhcmomEQ9k-00086-00024251-00024484 that he has Geronimo's father and Club's
6NhcmomEQ9k-00087-00024485-00024838 Geronimo over the head Dona Constanza
6NhcmomEQ9k-00088-00024839-00025081 who had been walking with Geronimo runs
6NhcmomEQ9k-00089-00025082-00025339 to Don Alonso but has mistaken for
6NhcmomEQ9k-00090-00025340-00025569 Joseph and is also clubbed to death
6NhcmomEQ9k-00091-00025570-00025878 seeing this Joseph gives herself up to
6NhcmomEQ9k-00092-00025879-00026107 the crowd and has clubbed by the cobbler
6NhcmomEQ9k-00093-00026108-00026407 master pedrão Don Fernando defends the
6NhcmomEQ9k-00094-00026408-00026593 children with his sword but eventually
6NhcmomEQ9k-00095-00026594-00026917 his son one is torn from his grasp and
6NhcmomEQ9k-00096-00026918-00027106 bashed against a pillar the crowd
6NhcmomEQ9k-00097-00027107-00027376 disperses and Don Fernando is left with
6NhcmomEQ9k-00098-00027377-00027604 Philip whom he adopts as his own child
6NhcmomEQ9k-00099-00027605-00027958 with Donna Elvira at the conclusion Don
6NhcmomEQ9k-00100-00027958-00028204 Fernando compares one and Philip and
6NhcmomEQ9k-00101-00028205-00028417 considers how he had acquired them and
6NhcmomEQ9k-00102-00028418-00028669 remarks it almost seemed to him that he
6NhcmomEQ9k-00103-00028670-00029277 should be glad
6NhcmomEQ9k-00104-00029277-00029837 topic characters
6NhcmomEQ9k-00105-00029838-00030147 geronimo ruh Guerra a Spaniard the lover
6NhcmomEQ9k-00106-00030148-00030396 of Joseph Joseph
6NhcmomEQ9k-00107-00030397-00030645 astron daughter of the richest nobleman
6NhcmomEQ9k-00108-00030646-00031023 in the city the lover of Geronimo Philip
6NhcmomEQ9k-00109-00031024-00031371 the son of Geronimo and Joseph Don
6NhcmomEQ9k-00110-00031372-00031641 Fernando Ormus an acquaintance of Joseph
6NhcmomEQ9k-00111-00031642-00032058 husband of Donna Elvira Donna Elvira Don
6NhcmomEQ9k-00112-00032059-00032481 Fernando's wife one Donna Elvira and Don
6NhcmomEQ9k-00113-00032482-00032916 Fernando's son Don Pedro Donna Elvira's
6NhcmomEQ9k-00114-00032917-00033089 father
6NhcmomEQ9k-00115-00033090-00033409 Dona Isabel a relation of Don Fernando
6NhcmomEQ9k-00116-00033410-00033939 Dona Constanza sister of Donna Elvira
6NhcmomEQ9k-00117-00033940-00034392 master pedrão a cobbler don alonso an
6NhcmomEQ9k-00118-00034393-00034643 acquaintance of don fernando and joseph
6NhcmomEQ9k-00119-00034644-00035049 a naval officer don Henrico astron
6NhcmomEQ9k-00120-00035050-00035615 father of joseph
6NhcmomEQ9k-00121-00035616-00036126 topic film
6NhcmomEQ9k-00122-00036127-00036378 Helmuth Sanders Brahms wrote and
6NhcmomEQ9k-00123-00036379-00036600 directed a telefilm of this story in
6NhcmomEQ9k-00124-00036601-00037029 West Germany in 1975
6pDE54eKolu-00000-00000344-00000628 at the end of this lecture you must be
6pDE54eKolu-00001-00000629-00000881 able to know what is jaundice what are
6pDE54eKolu-00002-00000882-00001103 the various causes of jungles and
6pDE54eKolu-00003-00001104-00001337 differentiate between the various types
6pDE54eKolu-00004-00001338-00001607 of jaunders but the understanding of
6pDE54eKolu-00005-00001607-00001818 genders you must know the
6pDE54eKolu-00006-00001819-00002117 normal value of the bilirubin in the
6pDE54eKolu-00007-00002118-00002434 blood that is one grams per deciliter
6pDE54eKolu-00008-00002435-00002675 whenever the plasma level of the
6pDE54eKolu-00009-00002676-00002908 bilirubin Rises more than 1 grams per
6pDE54eKolu-00010-00002909-00003118 deciliter it will lead to the condition
6pDE54eKolu-00011-00003119-00003425 called as jaundice how the vulnerable
6pDE54eKolu-00012-00003426-00003640 level can be increased in the blood we
6pDE54eKolu-00013-00003642-00003833 know that bilirubin is formed by the
6pDE54eKolu-00014-00003834-00004222 hemolysis of the rpcs whenever after 120
6pDE54eKolu-00015-00004223-00004415 days our disease membrane becomes
6pDE54eKolu-00016-00004416-00004679 fragile they will undergo hemolysis and
6pDE54eKolu-00017-00004680-00004931 more bilirubin will be formed this is
6pDE54eKolu-00018-00004932-00005195 the unconjugated bilirubin that is water
6pDE54eKolu-00019-00005196-00005435 insoluble it cannot pass through the
6pDE54eKolu-00020-00005436-00005722 kidney so this unconjugated bilirubin
6pDE54eKolu-00021-00005723-00005938 will be transported by the blood to the
6pDE54eKolu-00022-00005939-00006131 liver because onto the shell will take
6pDE54eKolu-00023-00006132-00006496 place and then it is created by a pieces
6pDE54eKolu-00024-00006497-00006748 and urine poles this when done by
6pDE54eKolu-00025-00006750-00007001 reaction we will study later in the next
6pDE54eKolu-00026-00007002-00007270 slide how will you define jaundice it is
6pDE54eKolu-00027-00007272-00007553 defined as the increased level of the
6pDE54eKolu-00028-00007554-00007859 plasma bilirubin more than 1 grams per
6pDE54eKolu-00029-00007859-00008117 pixel liter now the causes of the
6pDE54eKolu-00030-00008118-00008345 tundles it may be due to the increased
6pDE54eKolu-00031-00008346-00008591 production of the bilirubin by excessive
6pDE54eKolu-00032-00008592-00008927 hemolysis of rbcs it may be due to the
6pDE54eKolu-00033-00008928-00009178 decreased uptake by the liver cells or
6pDE54eKolu-00034-00009179-00009407 the hepatocyte it can be due to the
6pDE54eKolu-00035-00009408-00009653 Disturbed intracellular protein binding
6pDE54eKolu-00036-00009654-00010042 and conjugation of the bilirubin it may
6pDE54eKolu-00037-00010043-00010277 be due to that Disturbed secretion of
6pDE54eKolu-00038-00010278-00010487 the conjugated bilirubin into the bile
6pDE54eKolu-00039-00010488-00010781 the Delta name excessive bilirubin in
6pDE54eKolu-00040-00010782-00011087 the body it can be due to the intra or
6pDE54eKolu-00041-00011088-00011410 extra hepatic Biore obstruction leading
6pDE54eKolu-00042-00011411-00011741 to the obstructive jaundice now what are
6pDE54eKolu-00043-00011742-00013685 the types of genres they are three type
6pDE54eKolu-00044-00013686-00013936 it may be due to the excessive antigen
6pDE54eKolu-00045-00013937-00014201 antibody reaction it can be due to the
6pDE54eKolu-00046-00014202-00014393 congenital effect in the structure of
6pDE54eKolu-00047-00014394-00014603 the rpcs for example hydroduced
6pDE54eKolu-00048-00014604-00014891 speedocytosis in which rbcs become
6pDE54eKolu-00049-00014891-00015166 spherical shaped which are very fragile
6pDE54eKolu-00050-00015168-00015449 resulting in excessive hemolysis it can
6pDE54eKolu-00051-00015450-00015701 be in the sickle shaped hemoglobin which
6pDE54eKolu-00052-00015702-00015863 causes damage to the heart disease
6pDE54eKolu-00053-00015863-00016091 resulting in excessive unconjugated
6pDE54eKolu-00054-00016091-00016355 bilirubin there is excessive amount of
6pDE54eKolu-00055-00016356-00016600 the bilirubin is presented to the liver
6pDE54eKolu-00056-00016601-00016919 due to the excessive hemolysis and it
6pDE54eKolu-00057-00016920-00017147 will lead to the increased unconjugated
6pDE54eKolu-00058-00017148-00017483 bilirubin in serum now the hepatic or
6pDE54eKolu-00059-00017484-00017686 the hepatocellular jaunders
6pDE54eKolu-00060-00017687-00017950 it can be due to the excessive alcohol
6pDE54eKolu-00061-00017951-00018269 consumption it cause may be due to the
6pDE54eKolu-00062-00018270-00018569 viral hepatitis cirrhosis of liver or
6pDE54eKolu-00063-00018570-00018844 the hepatocellular carcinoma in hepatic
6pDE54eKolu-00064-00018845-00019055 or the hepatocellular jaundice there is
6pDE54eKolu-00065-00019056-00019271 impaired cellular uptake effective
6pDE54eKolu-00066-00019272-00019583 conjugation or abnormal secretion of the
6pDE54eKolu-00067-00019584-00019883 bilirubin by the cells so in the plasma
6pDE54eKolu-00068-00019884-00020143 both conjugated and the unconjugated
6pDE54eKolu-00069-00020144-00020477 bilirubin will be rise postopathic is
6pDE54eKolu-00070-00020478-00020729 also called as the obstructive jaundice
6pDE54eKolu-00071-00020730-00021017 its cause may be due to the error in the
6pDE54eKolu-00072-00021018-00021239 pile secretion so no bile will be
6pDE54eKolu-00073-00021240-00021479 entering into the intestines no
6pDE54eKolu-00074-00021480-00021767 conjugation occurs and no Euro bilinogen
6pDE54eKolu-00075-00021768-00022061 will be formed it may be due to the
6pDE54eKolu-00076-00022062-00022457 stone or any tumored mass or cancerous
6pDE54eKolu-00077-00022458-00022771 tumor into the bile term
6pDE54eKolu-00078-00022772-00023111 there is bile in the liver but it will
6pDE54eKolu-00079-00023112-00023405 not enter into the intestines so
6pDE54eKolu-00080-00023406-00023614 pressure will be raised in the liver and
6pDE54eKolu-00081-00023615-00023914 so is the unconjugated bilirubin in the
6pDE54eKolu-00082-00023915-00024167 serum very important University question
6pDE54eKolu-00083-00024168-00024430 is the difference between the various
6pDE54eKolu-00084-00024431-00024719 types of jaundice hepatic and the post
6pDE54eKolu-00085-00024720-00024928 hepatic first is the type of the
6pDE54eKolu-00086-00024929-00025163 bilirubin elevated in pre-hepatic
6pDE54eKolu-00087-00025164-00025433 genders because of excessive hemolysis
6pDE54eKolu-00088-00025434-00025717 there will be more unconjugated
6pDE54eKolu-00089-00025718-00026014 there will be both unconjugated and
6pDE54eKolu-00090-00026016-00026314 conjugated bilirubin increased and in
6pDE54eKolu-00091-00026316-00026555 post hepatic only conjugated bilirubin
6pDE54eKolu-00092-00026556-00026789 will be nice because of obstruction in
6pDE54eKolu-00093-00026789-00027137 the flow of bile what is this vendenberg
6pDE54eKolu-00094-00027138-00027485 test this test is used to determine the
6pDE54eKolu-00095-00027486-00027724 level of the bilirubin either conjugated
6pDE54eKolu-00096-00027725-00028067 or the unconjugated in the serum if
6pDE54eKolu-00097-00028068-00028373 conjugated bilirubin is present then it
6pDE54eKolu-00098-00028374-00028601 will give purple color within the 30
6pDE54eKolu-00099-00028602-00028858 seconds while if the unconjugated
6pDE54eKolu-00100-00028860-00029183 bilirubin is diced in the syrup then it
6pDE54eKolu-00101-00029183-00029417 will give purple color after 30 minutes
6pDE54eKolu-00102-00029418-00029674 by the addition of alcohol what is the
6pDE54eKolu-00103-00029675-00029837 reagent that is used for this
6pDE54eKolu-00104-00029838-00030112 Brandenburg test this is the diazo
6pDE54eKolu-00105-00030113-00030383 reagent which consists of sulfanylic
6pDE54eKolu-00106-00030383-00030773 acid plus HCL plus sodium nitrate so the
6pDE54eKolu-00107-00030774-00031037 conjugated bilirubin will give purple
6pDE54eKolu-00108-00031038-00031312 color within 30 seconds while the
6pDE54eKolu-00109-00031313-00031535 unconjugated will give purple color
6pDE54eKolu-00110-00031536-00031811 after 30 seconds but after the addition
6pDE54eKolu-00111-00031812-00032057 of alcohol in the urine conjugated
6pDE54eKolu-00112-00032058-00032267 bilirubin is absent in case of
6pDE54eKolu-00113-00032268-00032431 prehepatic jaundice
6pDE54eKolu-00114-00032432-00032807 urobilinogen is positive and bile salts
6pDE54eKolu-00115-00032808-00033589 are absolute
6pDE54eKolu-00116-00033590-00033862 but in case of any obstruction there
6pDE54eKolu-00117-00033863-00034145 will be decrease in eurobilinogen and
6pDE54eKolu-00118-00034146-00034390 the bile salts are present in German in
6pDE54eKolu-00119-00034391-00034559 case of post hepatic gender is
6pDE54eKolu-00120-00034560-00034871 conjugated will be rised more there will
6pDE54eKolu-00121-00034872-00035237 be no eurobilinogen and bile salts will
6pDE54eKolu-00122-00035238-00035531 be poor what is the union color in case
6pDE54eKolu-00123-00035532-00035837 of prehabatic it will be normal in case
6pDE54eKolu-00124-00035838-00036124 of hepatic and post hepatic urine
6pDE54eKolu-00125-00036125-00036467 appearance will be the tool color it is
6pDE54eKolu-00126-00036468-00036695 dark brown in color in premiopathic
6pDE54eKolu-00127-00036696-00036923 jaundice it is normal in color in
6pDE54eKolu-00128-00036924-00037223 hepatic or clay colored stools will
6pDE54eKolu-00129-00037224-00037481 appear in post-obetic or the obstructive
6pDE54eKolu-00130-00037482-00037735 jaunders due to the absence of
6pDE54eKolu-00131-00037736-00038087 sterkopylene liver enzymes alt and EST
6pDE54eKolu-00132-00038088-00038339 will be normal in the pre-heptic because
6pDE54eKolu-00133-00038340-00038699 there is no abnormality in the liver in
6pDE54eKolu-00134-00038700-00039829 hepatic there will be
6pDE54eKolu-00135-00039830-00040109 jaundice two to three times increased in
6pDE54eKolu-00136-00040110-00040415 hepatic but remarkably high in
6pDE54eKolu-00137-00040416-00040868 obstructive or the post hepatic journals
6PCBEUpkIlo-00000-00000062-00000329 reflective ISM as a broad umbrella label
6PCBEUpkIlo-00001-00000330-00000521 used primarily an international
6PCBEUpkIlo-00002-00000522-00000692 relations theory for a range of
6PCBEUpkIlo-00003-00000693-00000875 theoretical approaches which oppose
6PCBEUpkIlo-00004-00000876-00001058 rational choice accounts of social
6PCBEUpkIlo-00005-00001059-00001279 phenomena and perhaps positivism more
6PCBEUpkIlo-00006-00001280-00001562 generally the label was popularized by
6PCBEUpkIlo-00007-00001563-00001793 Robert Qian in his presidential address
6PCBEUpkIlo-00008-00001794-00001988 to the International Studies Association
6PCBEUpkIlo-00009-00001989-00002352 in 1988 the address was entitled
6PCBEUpkIlo-00010-00002353-00002584 international institutions two
6PCBEUpkIlo-00011-00002585-00002867 approaches and contrasted two broad
6PCBEUpkIlo-00012-00002868-00003055 approaches to the study of international
6PCBEUpkIlo-00013-00003056-00003302 institutions and international phenomena
6PCBEUpkIlo-00014-00003303-00003620 more generally one was rationalism the
6PCBEUpkIlo-00015-00003621-00003799 other what Keohane referred to as
6PCBEUpkIlo-00016-00003800-00004190 reflective ism rationalists including
6PCBEUpkIlo-00017-00004191-00004409 realists neorealists liberals
6PCBEUpkIlo-00018-00004410-00004634 neoliberals and scholars using game
6PCBEUpkIlo-00019-00004635-00004881 theoretic or expected utility models our
6PCBEUpkIlo-00020-00004882-00005069 theorists who adopt the broad
6PCBEUpkIlo-00021-00005070-00005281 theoretical and ontological commitments
6PCBEUpkIlo-00022-00005282-00005713 of rational choice theory
6PCBEUpkIlo-00023-00005714-00006350 topic rationalism versus reflective ism
6PCBEUpkIlo-00024-00006351-00006629 Keohane characterized rationalism in the
6PCBEUpkIlo-00025-00006630-00006929 following fashion rationalists accept
6PCBEUpkIlo-00026-00006930-00007110 what herbert simon has referred to a
6PCBEUpkIlo-00027-00007111-00007414 substantive conception of rationality
6PCBEUpkIlo-00028-00007415-00007648 characterizing behavior that can be
6PCBEUpkIlo-00029-00007650-00007862 adjudged objectively to be optimally
6PCBEUpkIlo-00030-00007863-00008068 adapted to the situation
6PCBEUpkIlo-00031-00008069-00008687 Simon 1985 to 294 as Simon has argued
6PCBEUpkIlo-00032-00008688-00008874 the principle of substantive rationality
6PCBEUpkIlo-00033-00008875-00009170 generates hypotheses about actual human
6PCBEUpkIlo-00034-00009171-00009364 behavior only when it is combined with
6PCBEUpkIlo-00035-00009365-00009577 certain auxiliary assumptions about the
6PCBEUpkIlo-00036-00009578-00009767 structure of utility functions and the
6PCBEUpkIlo-00037-00009768-00009974 formation of expectations since this
6PCBEUpkIlo-00038-00009975-00010181 research programme is rooted in exchange
6PCBEUpkIlo-00039-00010182-00010360 theory it assumes scarcity and
6PCBEUpkIlo-00040-00010361-00010568 competition as well as rationality on
6PCBEUpkIlo-00041-00010569-00010829 the part of the actors rationalistic
6PCBEUpkIlo-00042-00010830-00010999 theories of institutions view
6PCBEUpkIlo-00043-00011000-00011201 institutions as affecting patterns of
6PCBEUpkIlo-00044-00011202-00011429 costs Keohane went on to contrast this
6PCBEUpkIlo-00045-00011430-00011731 with the approach of reflective scholars
6PCBEUpkIlo-00046-00011732-00011987 these authors of whom the best-known
6PCBEUpkIlo-00047-00011988-00012206 include Hayward all Kerr Richard Ashley
6PCBEUpkIlo-00048-00012207-00012398 Friedrich Critic well and John Ruggie
6PCBEUpkIlo-00049-00012399-00012638 emphasized the importance of that inter
6PCBEUpkIlo-00050-00012639-00012908 subjective meanings of international
6PCBEUpkIlo-00051-00012909-00013138 institutional activity critic will and
6PCBEUpkIlo-00052-00013140-00013646 Ruggie 1986 to 765 in their view
6PCBEUpkIlo-00053-00013647-00013826 understanding how people think about
6PCBEUpkIlo-00054-00013827-00014054 institutional norms and rules and the
6PCBEUpkIlo-00055-00014055-00014276 discourse they engage in is as important
6PCBEUpkIlo-00056-00014277-00014453 in evaluating the significance of these
6PCBEUpkIlo-00057-00014454-00014618 norms as measuring the behavior that
6PCBEUpkIlo-00058-00014619-00014822 changes in response to their invocation
6PCBEUpkIlo-00059-00014822-00015062 these writers emphasize that individuals
6PCBEUpkIlo-00060-00015063-00015278 local organizations and even states
6PCBEUpkIlo-00061-00015279-00015455 develop within the context of more
6PCBEUpkIlo-00062-00015456-00015749 encompassing institutions institutions
6PCBEUpkIlo-00063-00015750-00015941 do not merely reflect the preferences
6PCBEUpkIlo-00064-00015941-00016144 and power of the units constituting them
6PCBEUpkIlo-00065-00016145-00016349 the institutions themselves shape those
6PCBEUpkIlo-00066-00016350-00016646 preferences and that power institutions
6PCBEUpkIlo-00067-00016647-00016847 are therefore constitutive of actors as
6PCBEUpkIlo-00068-00016848-00016961 well as vice-versa
6PCBEUpkIlo-00069-00016962-00017171 it is therefore not sufficient in this
6PCBEUpkIlo-00070-00017172-00017327 view to treat the preferences of
6PCBEUpkIlo-00071-00017328-00017528 individuals as given exogenously
6PCBEUpkIlo-00072-00017529-00017702 they are affected by institutional
6PCBEUpkIlo-00073-00017703-00017911 arrangements by prevailing norms and by
6PCBEUpkIlo-00074-00017912-00018110 historically contingent discourse among
6PCBEUpkIlo-00075-00018111-00018311 people seeking to pursue their purposes
6PCBEUpkIlo-00076-00018312-00018536 and solve their self defined problems IT
6PCBEUpkIlo-00077-00018537-00018744 would be fair to refer to them as
6PCBEUpkIlo-00078-00018745-00019016 interpretive scholars since they all
6PCBEUpkIlo-00079-00019017-00019217 emphasize the importance of historical
6PCBEUpkIlo-00080-00019218-00019400 and textual interpretation and the
6PCBEUpkIlo-00081-00019401-00019606 limitations of scientific models in
6PCBEUpkIlo-00082-00019607-00019771 studying world poly
6PCBEUpkIlo-00083-00019772-00020005 but other approaches also have a right
6PCBEUpkIlo-00084-00020006-00020209 to be considered interpretive I have
6PCBEUpkIlo-00085-00020210-00020356 therefore coined a phrase for these
6PCBEUpkIlo-00086-00020357-00020644 writers calling them reflective since
6PCBEUpkIlo-00087-00020645-00020830 all of them emphasized the importance of
6PCBEUpkIlo-00088-00020831-00020986 human reflection for the nature of
6PCBEUpkIlo-00089-00020987-00021184 institutions and ultimately for the
6PCBEUpkIlo-00090-00021185-00021403 character of world politics reflective
6PCBEUpkIlo-00091-00021404-00021616 ism and rationalism are typically used
6PCBEUpkIlo-00092-00021617-00021826 as labels applying not just to the study
6PCBEUpkIlo-00093-00021827-00022036 of international institutions but of
6PCBEUpkIlo-00094-00022037-00022249 international relations more widely and
6PCBEUpkIlo-00095-00022250-00022497 even the social world as a whole
6PCBEUpkIlo-00096-00022498-00022696 sociology's and histories of the
6PCBEUpkIlo-00097-00022697-00022894 international relations discipline have
6PCBEUpkIlo-00098-00022895-00023068 sometimes used the opposition between
6PCBEUpkIlo-00099-00023069-00023266 these approaches to describe one of the
6PCBEUpkIlo-00100-00023267-00023410 central fault lines within the
6PCBEUpkIlo-00101-00023411-00023755 discipline
6PCBEUpkIlo-00102-00023756-00024289 topic reflexivity
6PCBEUpkIlo-00103-00024290-00024480 there may be another sense not
6PCBEUpkIlo-00104-00024481-00024691 specifically discussed by Keohane in
6PCBEUpkIlo-00105-00024692-00024975 which the label is apartment reflective
6PCBEUpkIlo-00106-00024976-00025194 Escala x' tend to emphasize the inherent
6PCBEUpkIlo-00107-00025195-00025389 reflexivity both of theory and of the
6PCBEUpkIlo-00108-00025390-00025674 social world it studies unlike the term
6PCBEUpkIlo-00109-00025675-00025843 reflective ism the concept of
6PCBEUpkIlo-00110-00025844-00026184 reflexivity has wide currency outside of
6PCBEUpkIlo-00111-00026185-00026377 international relations having come to
6PCBEUpkIlo-00112-00026377-00026562 prominence in social theory in the
6PCBEUpkIlo-00113-00026563-00026777 latter part of the 20th century
6PCBEUpkIlo-00114-00026778-00027018 reflexivity refers to the ways in which
6PCBEUpkIlo-00115-00027019-00027229 elements and phenomena in social life
6PCBEUpkIlo-00116-00027230-00027562 have the capacity to fold in on or be
6PCBEUpkIlo-00117-00027563-00027925 directed towards themselves that is they
6PCBEUpkIlo-00118-00027926-00028083 can produce effects on or have
6PCBEUpkIlo-00119-00028085-00028261 implications for their own features
6PCBEUpkIlo-00120-00028262-00028605 dynamics and existence an example is the
6PCBEUpkIlo-00121-00028606-00028939 self-fulfilling prophecy or self
6PCBEUpkIlo-00122-00028939-00029281 disconfirming prophecy a situation in
6PCBEUpkIlo-00123-00029282-00029458 which merely describing predicting
6PCBEUpkIlo-00124-00029458-00029662 imagining or believing something to be
6PCBEUpkIlo-00125-00029663-00029857 the case may eventually result in it's
6PCBEUpkIlo-00126-00029858-00030099 actually coming to be the case more
6PCBEUpkIlo-00127-00030100-00030298 generally reflective esteem ffice eyes
6PCBEUpkIlo-00128-00030299-00030502 the significance of human self-awareness
6PCBEUpkIlo-00129-00030502-00030712 the ways people observed imagined
6PCBEUpkIlo-00130-00030713-00030901 described predict and theorize about
6PCBEUpkIlo-00131-00030902-00031132 themselves in the social reality around
6PCBEUpkIlo-00132-00031133-00031295 them and the recursive effect this
6PCBEUpkIlo-00133-00031297-00031645 self-knowledge are these reflections
6PCBEUpkIlo-00134-00031645-00031908 have on that social reality itself
6PCBEUpkIlo-00135-00031909-00032149 some scholars linked reflexivity with
6PCBEUpkIlo-00136-00032150-00032343 the broader debate with an international
6PCBEUpkIlo-00137-00032344-00032560 relations theory and social theory more
6PCBEUpkIlo-00138-00032561-00032762 generally over the relationship between
6PCBEUpkIlo-00139-00032763-00033202 agency and structure in the social world
6PCBEUpkIlo-00140-00033203-00033361 that is the relationship between
6PCBEUpkIlo-00141-00033362-00033690 people's capacity to freely choose their
6PCBEUpkIlo-00142-00033691-00033976 actions and/or to make a real difference
6PCBEUpkIlo-00143-00033977-00034225 to the world around them and the social
6PCBEUpkIlo-00144-00034226-00034507 structures in which people are always
6PCBEUpkIlo-00145-00034508-00034714 embedded and which may powerfully shape
6PCBEUpkIlo-00146-00034715-00034921 often against their will or in ways they
6PCBEUpkIlo-00147-00034922-00035089 are unaware of the kinds of things they
6PCBEUpkIlo-00148-00035090-00035421 are able to do reflective assal so often
6PCBEUpkIlo-00149-00035422-00035611 claim that studying and theorizing about
6PCBEUpkIlo-00150-00035612-00035839 international relations can be should be
6PCBEUpkIlo-00151-00035840-00036127 and are necessarily reflexive for one
6PCBEUpkIlo-00152-00036128-00036339 thing they claim theories about social
6PCBEUpkIlo-00153-00036340-00036543 reality may affect might change social
6PCBEUpkIlo-00154-00036544-00036664 reality itself
6PCBEUpkIlo-00155-00036665-00036939 some critics of neo-realism have raised
6PCBEUpkIlo-00156-00036940-00037135 the possibility that realist theories
6PCBEUpkIlo-00157-00037136-00037330 for instance may act as self-fulfilling
6PCBEUpkIlo-00158-00037331-00037594 prophecies to the extent that they are
6PCBEUpkIlo-00159-00037595-00037675 taken by theá--
6PCBEUpkIlo-00160-00037676-00037936 and practitioners to be the common sense
6PCBEUpkIlo-00161-00037937-00038248 of international politics diplomacy and
6PCBEUpkIlo-00162-00038249-00038437 policymaking those theories may
6PCBEUpkIlo-00163-00038438-00038617 encourage precisely the kind of mistrust
6PCBEUpkIlo-00164-00038618-00038872 ruthless competition and a morality that
6PCBEUpkIlo-00165-00038873-00039043 they posit to be natural and inherent
6PCBEUpkIlo-00166-00039044-00039261 features of the international realm
6PCBEUpkIlo-00167-00039262-00039538 familiar methodological examples of the
6PCBEUpkIlo-00168-00039539-00039751 capacity of observation and theorizing
6PCBEUpkIlo-00169-00039752-00039976 to affect the object phenomena of study
6PCBEUpkIlo-00170-00039977-00040255 include the observer expectancy effect
6PCBEUpkIlo-00171-00040256-00040468 and long-running concerns among
6PCBEUpkIlo-00172-00040469-00040687 anthropologists and ethnographers over
6PCBEUpkIlo-00173-00040688-00040876 the possible effect of participant
6PCBEUpkIlo-00174-00040877-00041053 observation on the very people and
6PCBEUpkIlo-00175-00041054-00041329 behaviors being studied further more
6PCBEUpkIlo-00176-00041330-00041527 reflective asar gyu those theories
6PCBEUpkIlo-00177-00041528-00041758 invariably reflect in important ways the
6PCBEUpkIlo-00178-00041759-00041917 social context in which they were
6PCBEUpkIlo-00179-00041918-00042124 produced so in a sense the social world
6PCBEUpkIlo-00180-00042125-00042367 shapes the theories made of it there is
6PCBEUpkIlo-00181-00042368-00042589 often a normative or ethical aspect to
6PCBEUpkIlo-00182-00042590-00042877 the emphasis on reflexivity reflective
6PCBEUpkIlo-00183-00042878-00043090 estava argue that theorists should be as
6PCBEUpkIlo-00184-00043091-00043339 self-aware as possible to reflect as
6PCBEUpkIlo-00185-00043340-00043522 much as possible on the influences
6PCBEUpkIlo-00186-00043523-00043798 assumptions biases normative commitments
6PCBEUpkIlo-00187-00043799-00044008 etc that feed into and shape the
6PCBEUpkIlo-00188-00044009-00044275 theories they produce in addition they
6PCBEUpkIlo-00189-00044276-00044395 should be able to hold their own
6PCBEUpkIlo-00190-00044396-00044590 theories to the standards and arguments
6PCBEUpkIlo-00191-00044591-00044787 they set out in those same theories and
6PCBEUpkIlo-00192-00044788-00044995 finally they should reflect on the
6PCBEUpkIlo-00193-00044996-00045166 likely and possible effects of their
6PCBEUpkIlo-00194-00045167-00045517 theorizing some reflective estilo of the
6PCBEUpkIlo-00195-00045518-00045703 post-structuralist persuasion have
6PCBEUpkIlo-00196-00045704-00045904 argued that theorizing should itself be
6PCBEUpkIlo-00197-00045905-00046102 understood as a practice like the human
6PCBEUpkIlo-00198-00046103-00046312 practices that theories study that it is
6PCBEUpkIlo-00199-00046313-00046501 an act conscious or unconscious of
6PCBEUpkIlo-00200-00046502-00046705 intervention into social reality and
6PCBEUpkIlo-00201-00046706-00046977 that as such it is never innocent or
6PCBEUpkIlo-00202-00046978-00047218 neutral and there is a degree of
6PCBEUpkIlo-00203-00047219-00047464 responsibility for its consequences that
6PCBEUpkIlo-00204-00047465-00047638 theorists cannot and should not try to
6PCBEUpkIlo-00205-00047639-00048062 escape
6PCBEUpkIlo-00206-00048063-00048655 topic reflective ISM and postpositivism
6PCBEUpkIlo-00207-00048656-00048896 reflective asti's include such
6PCBEUpkIlo-00208-00048897-00049124 approaches as constructivism feminism
6PCBEUpkIlo-00209-00049125-00049383 post structuralism post colonialism and
6PCBEUpkIlo-00210-00049384-00049577 critical theory the challenge launched
6PCBEUpkIlo-00211-00049578-00049770 by these approaches against rationalist
6PCBEUpkIlo-00212-00049771-00049935 approaches which have largely dominated
6PCBEUpkIlo-00213-00049936-00050157 the IR discipline for the past three
6PCBEUpkIlo-00214-00050158-00050370 decades was linked to the third debate
6PCBEUpkIlo-00215-00050371-00050668 in international relations between
6PCBEUpkIlo-00216-00050669-00050927 positivists and post positivists andy
6PCBEUpkIlo-00217-00050928-00051152 positivists the first two Disciplinary
6PCBEUpkIlo-00218-00051153-00051423 great debates are supposed to have
6PCBEUpkIlo-00219-00051424-00051668 pitted one realists versus so-called I D
6PCBEUpkIlo-00220-00051669-00051983 lists and to behavioural ist's versus
6PCBEUpkIlo-00221-00051984-00052263 so-called traditionalists the latter
6PCBEUpkIlo-00222-00052264-00052488 favoring historical methods and insights
6PCBEUpkIlo-00223-00052489-00052694 from political philosophy although the
6PCBEUpkIlo-00224-00052695-00052991 large majority of reflective estuve ISM
6PCBEUpkIlo-00225-00052992-00053124 it might be a mistake to equate
6PCBEUpkIlo-00226-00053125-00053369 reflective ism with postpositivism or
6PCBEUpkIlo-00227-00053370-00053567 antipositivism as conventional
6PCBEUpkIlo-00228-00053569-00053766 constructivists who are positivist in
6PCBEUpkIlo-00229-00053766-00053946 orientation would nevertheless fall
6PCBEUpkIlo-00230-00053947-00054218 under kiya Haynes description confusion
6PCBEUpkIlo-00231-00054219-00054396 may be compounded by the fact that in
6PCBEUpkIlo-00232-00054397-00054566 international relations Theory
6PCBEUpkIlo-00233-00054567-00054813 rationalism and positivism can often be
6PCBEUpkIlo-00234-00054814-00055065 erroneously equated there are many
6PCBEUpkIlo-00235-00055066-00055287 positivist political scientists who do
6PCBEUpkIlo-00236-00055288-00055519 not adopt rational choice assumptions
6PCBEUpkIlo-00237-00055520-00055805 some mainstream international relations
6PCBEUpkIlo-00238-00055807-00056000 scholars dismissing the importance or
6PCBEUpkIlo-00239-00056001-00056223 value of non positivist approaches to
6PCBEUpkIlo-00240-00056224-00056381 social science have reframed the
6PCBEUpkIlo-00241-00056382-00056567 rationalism reflective ism debate
6PCBEUpkIlo-00242-00056569-00056813 narrowly as a debate between rationalism
6PCBEUpkIlo-00243-00056814-00057063 and conventional constructivism
6PCBEUpkIlo-00244-00057064-00057246 construed as the two major social
6PCBEUpkIlo-00245-00057247-00057597 theories or ontologies of mainstream
6PCBEUpkIlo-00246-00057598-00057828 international relations theory the
6PCBEUpkIlo-00247-00057829-00058023 rationalism constructivism debate
6PCBEUpkIlo-00248-00058024-00058205 through considerable attention within
6PCBEUpkIlo-00249-00058207-00058391 the mainstream at the turn of the 21st
6PCBEUpkIlo-00250-00058392-00058572 century with some rejecting the
6PCBEUpkIlo-00251-00058573-00058775 starkness of the opposition itself and
6PCBEUpkIlo-00252-00058776-00058986 asserting a fundamental compatibility or
6PCBEUpkIlo-00253-00058987-00059213 possibility of synthesis between the two
6PCBEUpkIlo-00254-00059214-00059637 approaches
6PCBEUpkIlo-00255-00059638-00060235 topic criticism of reflective estas
6PCBEUpkIlo-00256-00060236-00060528 the main criticisms of reflective astiz
6PCBEUpkIlo-00257-00060529-00060644 stem from the epistemological
6PCBEUpkIlo-00258-00060645-00060879 differences between reflective ism and
6PCBEUpkIlo-00259-00060880-00061074 what in the social sciences has come to
6PCBEUpkIlo-00260-00061075-00061404 be known as positivism since the 1970s
6PCBEUpkIlo-00261-00061405-00061599 mainstream international relations
6PCBEUpkIlo-00262-00061600-00061816 Theory has become increasingly and more
6PCBEUpkIlo-00263-00061816-00061974 insistently positivist in
6PCBEUpkIlo-00264-00061975-00062286 epistemological orientation the typical
6PCBEUpkIlo-00265-00062287-00062487 reflective astre jek ssin of positivist
6PCBEUpkIlo-00266-00062488-00062661 assumptions and methods has led to
6PCBEUpkIlo-00267-00062662-00062853 criticism that the approach cannot make
6PCBEUpkIlo-00268-00062854-00063042 reliable statements about the outside
6PCBEUpkIlo-00269-00063043-00063204 world and even that it has repudiated
6PCBEUpkIlo-00270-00063205-00063524 the entire social science enterprise
6PCBEUpkIlo-00271-00063525-00063784 such criticisms are widespread in
6PCBEUpkIlo-00272-00063785-00063966 American political science and
6PCBEUpkIlo-00273-00063967-00064167 reflective ism is not generally popular
6PCBEUpkIlo-00274-00064168-00064449 in us-based ir scholarship especially
6PCBEUpkIlo-00275-00064450-00064587 when compared with scholarship
6PCBEUpkIlo-00276-00064588-00065174 originating in Europe in the third world
6PCBEUpkIlo-00277-00065175-00065693 topic see also
6PCBEUpkIlo-00278-00065694-00066145 anteye positivism postpositivism
6PCBEUpkIlo-00279-00066146-00066720 self-reflection sense-making
6PCBEUpkIlo-00280-00066721-00067243 topic references
6PCBEUpkIlo-00281-00067244-00067450 you
6Sn72M44do0-00000-00002914-00003193 the canine science collaboratory is a
6Sn72M44do0-00001-00003194-00003394 group at ASU that studies the behavior
6Sn72M44do0-00002-00003395-00003589 of dogs in their interaction with human
6Sn72M44do0-00003-00003590-00003919 beings and when I came to su I chose to
6Sn72M44do0-00004-00003920-00004132 call it a collaboratory rather than just
6Sn72M44do0-00005-00004133-00004369 a laboratory because i think that the
6Sn72M44do0-00006-00004370-00004459 only way we're going to really
6Sn72M44do0-00007-00004460-00004639 understand dogs and how they live with
6Sn72M44do0-00008-00004640-00004836 people is if we get together a diverse
6Sn72M44do0-00009-00004837-00005038 group of experts with very wide-ranging
6Sn72M44do0-00010-00005039-00005404 sorts of expertise as it happens dogs
6Sn72M44do0-00011-00005405-00005734 are the only species other than monkeys
6Sn72M44do0-00012-00005735-00005964 that spontaneously develop something
6Sn72M44do0-00013-00005965-00006184 like Alzheimer's disease what we call
6Sn72M44do0-00014-00006185-00006397 canine cognitive dysfunction it's very
6Sn72M44do0-00015-00006398-00006748 very sad it's very sad to see so we are
6Sn72M44do0-00016-00006748-00006981 studying this both because we hope that
6Sn72M44do0-00017-00006983-00007248 our experiments will enable the
6Sn72M44do0-00018-00007250-00007480 development of new treatments but also
6Sn72M44do0-00019-00007481-00007687 our hope is that through research on
6Sn72M44do0-00020-00007688-00007873 dogs we will also be able to help human
6Sn72M44do0-00021-00007873-00008167 beings in the lab we get to interact
6Sn72M44do0-00022-00008168-00008332 with a lot of people from the public
6Sn72M44do0-00023-00008333-00008524 that bringing their dogs as volunteers
6Sn72M44do0-00024-00008525-00008743 for our research so they're very excited
6Sn72M44do0-00025-00008744-00008977 about what we're doing and they get to
6Sn72M44do0-00026-00008978-00009171 come in and watch their dogs perform
6Sn72M44do0-00027-00009172-00009531 these tasks we began to study how dogs
6Sn72M44do0-00028-00009532-00009813 remember things in a maze and so we put
6Sn72M44do0-00029-00009814-00010038 the dogs into a very standard maze
6Sn72M44do0-00030-00010039-00010213 environment where they have to move
6Sn72M44do0-00031-00010214-00010408 around and remember where they have
6Sn72M44do0-00032-00010409-00010591 already found food and where there is
6Sn72M44do0-00033-00010592-00010842 still food waiting to be discovered we
6Sn72M44do0-00034-00010843-00011026 keep a record of what they're doing by
6Sn72M44do0-00035-00011027-00011245 making check marks on paper as they go
6Sn72M44do0-00036-00011246-00011494 round and we also have a video camera up
6Sn72M44do0-00037-00011495-00011659 on the wall so that we have a permanent
6Sn72M44do0-00038-00011660-00011892 record of everything the dog did so the
6Sn72M44do0-00039-00011893-00012124 dog is basically simply having its
6Sn72M44do0-00040-00012125-00012445 behavior observed no dog is ever coerced
6Sn72M44do0-00041-00012446-00012627 to do anything it doesn't want to do if
6Sn72M44do0-00042-00012628-00012835 the dog is uncomfortable then we just
6Sn72M44do0-00043-00012836-00013006 thank the dog and the owner and send
6Sn72M44do0-00044-00013007-00013357 them home so I was quite surprised to
6Sn72M44do0-00045-00013358-00013606 find that we see that age is a very
6Sn72M44do0-00046-00013607-00013855 important factor in memory in the maze
6Sn72M44do0-00047-00013856-00014119 task the older dogs even though they
6Sn72M44do0-00048-00014119-00014296 look quite healthy are nonetheless
6Sn72M44do0-00049-00014297-00014518 making two or three times as many
6Sn72M44do0-00050-00014519-00014716 mistakes as they look for food in the
6Sn72M44do0-00051-00014716-00014974 maze one project we want to move on to
6Sn72M44do0-00052-00014975-00015199 next is to look at how that differs
6Sn72M44do0-00053-00015200-00015472 between different breeds of dogs because
6Sn72M44do0-00054-00015472-00015718 one very interesting thing is that in
6Sn72M44do0-00055-00015719-00016110 dogs life expectancy varies by one
6Sn72M44do0-00056-00016111-00016350 one-hundred percent between short-lived
6Sn72M44do0-00057-00016351-00016626 breeds like Great Danes that only are
6Sn72M44do0-00058-00016627-00016764 expected to live seven or eight years
6Sn72M44do0-00059-00016765-00017088 and longer lived breeds which includes
6Sn72M44do0-00060-00017089-00017361 most mutts and many smaller breeds of
6Sn72M44do0-00061-00017362-00017664 dog that may often live to be 14 15
6Sn72M44do0-00062-00017665-00017970 years old so we are asking the question
6Sn72M44do0-00063-00017971-00018183 if you take a Great Dane if you take a
6Sn72M44do0-00064-00018184-00018360 breed of dog that's only expected to
6Sn72M44do0-00065-00018361-00018582 live to be eight and you test that dog
6Sn72M44do0-00066-00018583-00018879 at seven years of age does it make lots
6Sn72M44do0-00067-00018880-00019190 of mistakes in the maze like an old dog
6Sn72M44do0-00068-00019191-00019557 generally would or does it make fewer
6Sn72M44do0-00069-00019558-00019824 mistakes because it's brain is only
6Sn72M44do0-00070-00019825-00020064 seven years old so this is something
6Sn72M44do0-00071-00020065-00020294 that we are urgently focusing on as a
6Sn72M44do0-00072-00020295-00020559 next step is to study different breeds
6Sn72M44do0-00073-00020560-00020910 of dog I love it when my students come
6Sn72M44do0-00074-00020911-00021111 in and they've got some new data and we
6Sn72M44do0-00075-00021112-00021300 look at the numbers and i love the
6Sn72M44do0-00076-00021301-00021567 science discovery and to be able to
6Sn72M44do0-00077-00021568-00021789 actually help dogs and help people with
6Sn72M44do0-00078-00021790-00022044 their dogs you know it's it's it's a
6Sn72M44do0-00079-00022045-00022319 very lucky situation to be able to meld
6Sn72M44do0-00080-00022320-00022569 a technical scientific enthusiasm with
6Sn72M44do0-00081-00022570-00022878 something that really matters to me and
6Sn72M44do0-00082-00022879-00023063 I know to thousands of other people too
6Sn72M44do0-00083-00023064-00023358 it's a great experience I get to network
6Sn72M44do0-00084-00023359-00023505 with a lot of people that are involved
6Sn72M44do0-00085-00023506-00023859 in other research as well
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6W5OTa2qaoA-00000-00000048-00000238 hello my name is michael barber and i'm
6W5OTa2qaoA-00001-00000239-00000423 an associate professor of instructional
6W5OTa2qaoA-00002-00000424-00000607 design in the college of education and
6W5OTa2qaoA-00003-00000608-00000839 health sciences at toro university
6W5OTa2qaoA-00004-00000840-00001150 california in vallejo california
6W5OTa2qaoA-00005-00001151-00001350 in this video we are going to broadly
6W5OTa2qaoA-00006-00001351-00001582 look at individual and group assignments
6W5OTa2qaoA-00007-00001583-00001855 in the distance learning environment
6W5OTa2qaoA-00008-00001855-00002023 when you are thinking about whether an
6W5OTa2qaoA-00009-00002023-00002359 activity should be an individual task or
6W5OTa2qaoA-00010-00002360-00002479 group task
6W5OTa2qaoA-00011-00002480-00002695 the first thing to consider is who or
6W5OTa2qaoA-00012-00002696-00002902 what you want the learner to interact
6W5OTa2qaoA-00013-00002903-00003199 with as that will often drive the nature
6W5OTa2qaoA-00014-00003200-00003343 of the task
6W5OTa2qaoA-00015-00003344-00003575 for example if the goal is to have the
6W5OTa2qaoA-00016-00003576-00003806 learner interact with the content then
6W5OTa2qaoA-00017-00003807-00004086 an individual task in person or online
6W5OTa2qaoA-00018-00004087-00004295 would be most appropriate
6W5OTa2qaoA-00019-00004296-00004527 however if the goal of the activity was
6W5OTa2qaoA-00020-00004528-00004727 to have the learner interact with both
6W5OTa2qaoA-00021-00004728-00004999 the content and their peers then a group
6W5OTa2qaoA-00022-00005000-00005254 task may be more important
6W5OTa2qaoA-00023-00005255-00005406 the second thing that you want to
6W5OTa2qaoA-00024-00005407-00005663 consider as an instructor is whether you
6W5OTa2qaoA-00025-00005664-00005806 want the student to undertake the
6W5OTa2qaoA-00026-00005807-00006054 activity in a face-to-face or in-person
6W5OTa2qaoA-00027-00006055-00006311 context or whether you want them to
6W5OTa2qaoA-00028-00006312-00006518 undertake the activity at a distance or
6W5OTa2qaoA-00029-00006519-00006751 in an online context
6W5OTa2qaoA-00030-00006752-00006942 for example if you want the students to
6W5OTa2qaoA-00031-00006943-00007183 be in person it does seem like a wasted
6W5OTa2qaoA-00032-00007184-00007367 opportunity to have them undertake an
6W5OTa2qaoA-00033-00007368-00007551 individual task
6W5OTa2qaoA-00034-00007552-00007710 this is not to say that you shouldn't do
6W5OTa2qaoA-00035-00007711-00007919 individual learning tasks when you're in
6W5OTa2qaoA-00036-00007920-00008110 person only that when you have the
6W5OTa2qaoA-00037-00008111-00008319 learners in person it does remove some
6W5OTa2qaoA-00038-00008320-00008527 of the potential obstacles
6W5OTa2qaoA-00039-00008528-00008814 to undertaking a group activity
6W5OTa2qaoA-00040-00008815-00009063 this is not to dismiss or denigrate the
6W5OTa2qaoA-00041-00009064-00009319 power or potential of individual
6W5OTa2qaoA-00042-00009320-00009455 learning
6W5OTa2qaoA-00043-00009456-00009599 depending on the goals of the
6W5OTa2qaoA-00044-00009600-00009831 instruction it can often be a better
6W5OTa2qaoA-00045-00009832-00010167 avenue to take for example most direct
6W5OTa2qaoA-00046-00010168-00010359 instruction is better done as an
6W5OTa2qaoA-00047-00010360-00010535 individual activity
6W5OTa2qaoA-00048-00010536-00010663 the third thing that you want to
6W5OTa2qaoA-00049-00010664-00010887 consider as an instructor is whether you
6W5OTa2qaoA-00050-00010888-00011103 want the activities to be synchronous or
6W5OTa2qaoA-00051-00011104-00011391 asynchronous these two images from
6W5OTa2qaoA-00052-00011392-00011623 author and consultant caitlin tucker
6W5OTa2qaoA-00053-00011624-00011823 provide just a selection of some of
6W5OTa2qaoA-00054-00011824-00011983 these activities
6W5OTa2qaoA-00055-00011984-00012214 as it is illustrated there are many
6W5OTa2qaoA-00056-00012215-00012406 things that can be done synchronously or
6W5OTa2qaoA-00057-00012407-00012710 in real time both in the classroom and
6W5OTa2qaoA-00058-00012711-00012838 online
6W5OTa2qaoA-00059-00012839-00013063 similarly there are also a number of
6W5OTa2qaoA-00060-00013063-00013191 instructional tasks that can be
6W5OTa2qaoA-00061-00013191-00013471 completed asynchronously again both in
6W5OTa2qaoA-00062-00013472-00013727 person or at a distance
6W5OTa2qaoA-00063-00013728-00013958 your job is to determine the specific
6W5OTa2qaoA-00064-00013959-00014158 types of activities that you want your
6W5OTa2qaoA-00065-00014159-00014391 students to complete while at the same
6W5OTa2qaoA-00066-00014391-00014607 time considering who and what you want
6W5OTa2qaoA-00067-00014608-00014766 them to interact with
6W5OTa2qaoA-00068-00014768-00015030 and the importances and limitations of
6W5OTa2qaoA-00069-00015031-00015286 each of the specific tools and or
6W5OTa2qaoA-00070-00015287-00015703 modalities available to you
6W5OTa2qaoA-00071-00015704-00015927 if the instructor does determine that
6W5OTa2qaoA-00072-00015928-00016150 group work is the best way to proceed
6W5OTa2qaoA-00073-00016151-00016335 based on their knowledge of the students
6W5OTa2qaoA-00074-00016336-00016607 personal realities and the goals for the
6W5OTa2qaoA-00075-00016608-00016727 instruction
6W5OTa2qaoA-00076-00016728-00016894 there are countless resources that
6W5OTa2qaoA-00077-00016895-00017094 provide advice for undertaking group
6W5OTa2qaoA-00078-00017095-00017430 work in person or online
6W5OTa2qaoA-00079-00017431-00017647 some of the common pieces of advice
6W5OTa2qaoA-00080-00017648-00017903 include allowing students to focus their
6W5OTa2qaoA-00081-00017904-00018191 collaborations on a real world problem
6W5OTa2qaoA-00082-00018192-00018471 or on their collective interest also
6W5OTa2qaoA-00083-00018472-00018703 ensuring that there are specific roles
6W5OTa2qaoA-00084-00018704-00018894 for each member of the group to
6W5OTa2qaoA-00085-00018895-00019167 undertake and as one of the suggestions
6W5OTa2qaoA-00086-00019168-00019350 on this infographic from drexel
6W5OTa2qaoA-00087-00019351-00019479 university
6W5OTa2qaoA-00088-00019480-00019743 making sure that each group has a group
6W5OTa2qaoA-00089-00019744-00020055 leader to manage the overall process
6W5OTa2qaoA-00090-00020056-00020303 another common piece of advice
6W5OTa2qaoA-00091-00020304-00020647 is to set clear expectations and provide
6W5OTa2qaoA-00092-00020648-00020943 modeling and samples for the student
6W5OTa2qaoA-00093-00020944-00021183 maybe even break down the larger project
6W5OTa2qaoA-00094-00021184-00021447 or task into smaller components with
6W5OTa2qaoA-00095-00021448-00021671 deadlines that have some flexibility in
6W5OTa2qaoA-00096-00021672-00022022 them for these individual components
6W5OTa2qaoA-00097-00022023-00022271 in thinking about these smaller pieces
6W5OTa2qaoA-00098-00022272-00022447 it is important to find ways to make
6W5OTa2qaoA-00099-00022448-00022678 sure that students are working together
6W5OTa2qaoA-00100-00022679-00022950 and learning from each other
6W5OTa2qaoA-00101-00022951-00023150 and not just treating the group project
6W5OTa2qaoA-00102-00023151-00023358 as a division of labor
6W5OTa2qaoA-00103-00023359-00023647 as this infographic from christina del
6W5OTa2qaoA-00104-00023648-00023927 medicio of the nevada's learning and
6W5OTa2qaoA-00105-00023928-00024135 teaching services suggests
6W5OTa2qaoA-00106-00024136-00024422 it is also important following the end
6W5OTa2qaoA-00107-00024423-00024647 of the group activity to reflect on how
6W5OTa2qaoA-00108-00024648-00024935 the process went and each individual's
6W5OTa2qaoA-00109-00024936-00025263 own contributions and experience
6W5OTa2qaoA-00110-00025264-00025430 one of the more interesting articles
6W5OTa2qaoA-00111-00025431-00025599 that i've read in recent years about
6W5OTa2qaoA-00112-00025600-00025814 group work has been this item that was
6W5OTa2qaoA-00113-00025816-00026078 published in the online newspaper inside
6W5OTa2qaoA-00114-00026079-00026279 higher education
6W5OTa2qaoA-00115-00026280-00026495 the article reported on a survey of
6W5OTa2qaoA-00116-00026495-00026711 undergraduate university students in the
6W5OTa2qaoA-00117-00026712-00026935 early months of the pandemic
6W5OTa2qaoA-00118-00026936-00027102 and their advice on how their
6W5OTa2qaoA-00119-00027104-00027343 instructors could improve the group work
6W5OTa2qaoA-00120-00027344-00027527 that was being assigned in their online
6W5OTa2qaoA-00121-00027527-00027670 courses
6W5OTa2qaoA-00122-00027672-00027807 while some of the suggestions the
6W5OTa2qaoA-00123-00027808-00028007 students made we've already mentioned
6W5OTa2qaoA-00124-00028008-00028231 such as focusing the activity around a
6W5OTa2qaoA-00125-00028232-00028487 real world problem or issue assigning
6W5OTa2qaoA-00126-00028488-00028702 roles and specific tasks to group
6W5OTa2qaoA-00127-00028704-00028927 members so everyone does their fair
6W5OTa2qaoA-00128-00028927-00029167 share and breaking the group activity
6W5OTa2qaoA-00129-00029168-00029423 down into smaller components
6W5OTa2qaoA-00130-00029424-00029687 however there were also some different
6W5OTa2qaoA-00131-00029688-00029855 pieces of advice
6W5OTa2qaoA-00132-00029856-00030118 for example the students recognized that
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6W-GKnwyeo8-00000-00000050-00000292 Nueske's applewood smoked meats a
6W-GKnwyeo8-00001-00000293-00000472 specialty meat supplier in Wittenberg
6W-GKnwyeo8-00002-00000473-00000800 Wisconsin the company produces artisan
6W-GKnwyeo8-00003-00000801-00001054 applewood smoked bacon ham sausage and
6W-GKnwyeo8-00004-00001055-00001604 poultry
6W-GKnwyeo8-00005-00001605-00002119 topic history
6W-GKnwyeo8-00006-00002120-00002314 Nueske's was founded in the great
6W-GKnwyeo8-00007-00002315-00002524 depression when our Seenu Eskie began
6W-GKnwyeo8-00008-00002525-00002824 selling meats using family recipes new
6W-GKnwyeo8-00009-00002825-00003076 Eskie started marketing bacon sausages
6W-GKnwyeo8-00010-00003077-00003286 hams and smoked turkeys from a panel
6W-GKnwyeo8-00011-00003286-00003460 truck at small resorts in northern
6W-GKnwyeo8-00012-00003461-00003850 Wisconsin by 1996 the company offered 30
6W-GKnwyeo8-00013-00003851-00004078 products including glazed spiral sliced
6W-GKnwyeo8-00014-00004079-00004363 ham smoked turkeys met worst smoked pork
6W-GKnwyeo8-00015-00004364-00004579 chops and beef and bacon burgers while
6W-GKnwyeo8-00016-00004580-00004765 its core bacon products continued to
6W-GKnwyeo8-00017-00004766-00004957 outsell all other products combined by
6W-GKnwyeo8-00018-00004958-00005317 about two to one as of 2000 the company
6W-GKnwyeo8-00019-00005318-00005536 was operated by two new Eskie brothers
6W-GKnwyeo8-00020-00005537-00005775 Robert D and James a Jim newest key
6W-GKnwyeo8-00021-00005776-00005997 helped expand distribution nationally an
6W-GKnwyeo8-00022-00005998-00006184 international sales in Russia and
6W-GKnwyeo8-00023-00006185-00006846 Eastern Europe have been initiated
6W-GKnwyeo8-00024-00006847-00007370 topic operation
6W-GKnwyeo8-00025-00007370-00007580 Nueske's prepares its meats with a
6W-GKnwyeo8-00026-00007581-00007781 twenty to twenty-four hours smoking in
6W-GKnwyeo8-00027-00007781-00008093 16 steel lined concrete blocks smoke
6W-GKnwyeo8-00028-00008094-00008357 houses heated by open fires of Applewood
6W-GKnwyeo8-00029-00008358-00008446 logs
6W-GKnwyeo8-00030-00008447-00008755 racks hold 80 sides at a time for about
6W-GKnwyeo8-00031-00008756-00009011 16,000 pounds a day with the smoked meat
6W-GKnwyeo8-00032-00009012-00009281 emerging lean and cordovan colored ready
6W-GKnwyeo8-00033-00009282-00009470 to be hand trimmed and then machined
6W-GKnwyeo8-00034-00009471-00009800 sliced roughly 18 1/8 inch slices to a
6W-GKnwyeo8-00035-00009801-00010110 pound new skis headquarters is located
6W-GKnwyeo8-00036-00010111-00010487 65 miles 105 kilometers west of Green
6W-GKnwyeo8-00037-00010488-00010781 Bay the company markets its products via
6W-GKnwyeo8-00038-00010782-00011032 both mail order and retail supermarkets
6W-GKnwyeo8-00039-00011033-00011410 the company spent 7.5 million dollars on
6W-GKnwyeo8-00040-00011411-00011651 a 2006 construction project that
6W-GKnwyeo8-00041-00011652-00012017 included a 25,000 square foot 2300
6W-GKnwyeo8-00042-00012018-00012299 square metres plant expansion funding
6W-GKnwyeo8-00043-00012300-00012599 assistance included a $219,000
6W-GKnwyeo8-00044-00012600-00012821 transportation economic assistance from
6W-GKnwyeo8-00045-00012822-00012977 the state department of transportation
6W-GKnwyeo8-00046-00012978-00013222 that helped cover construction costs for
6W-GKnwyeo8-00047-00013223-00013487 two access roads near Nueske's the
6W-GKnwyeo8-00048-00013488-00013694 expansion was expected to create and
6W-GKnwyeo8-00049-00013694-00013975 retain 148 jobs and more than four
6W-GKnwyeo8-00050-00013976-00014672 million dollars in annual wages
6W-GKnwyeo8-00051-00014672-00015187 topic reviews
6W-GKnwyeo8-00052-00015188-00015388 the New York Times said Nueske's
6W-GKnwyeo8-00053-00015388-00015640 produced uh Beluga of bacon the
6W-GKnwyeo8-00054-00015641-00015934 rolls-royce of rashers and is being well
6W-GKnwyeo8-00055-00015935-00016216 suited to BLTs accompaniment of eggs and
6W-GKnwyeo8-00056-00016216-00016453 is in ideal counterpoint to the richness
6W-GKnwyeo8-00057-00016454-00016795 of calf's liver or shad roe Nueske's is
6W-GKnwyeo8-00058-00016796-00016942 a three-time winner of the gold
6W-GKnwyeo8-00059-00016943-00017164 specialty outstanding food innovation
6W-GKnwyeo8-00060-00017165-00017344 sophie award from the national
6W-GKnwyeo8-00061-00017345-00017566 association for the specialty food trade
6W-GKnwyeo8-00062-00017567-00017776 and it's bacon has been used by high-end
6W-GKnwyeo8-00063-00017777-00018479 restaurants across the United States
6W-GKnwyeo8-00064-00018480-00019014 topic see also
6W-GKnwyeo8-00065-00019015-00019359 list of smoked foods