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0 | What do you think people you work with just don’t get about the data visualization work that you do?
| The data upstream needs to be clean before visualization can be effextove | -0.549711 | -0.169978 | 423 | 1,678 | 6,812 | 47 | 47 | data visualization time | false |
1 | What do you think people you work with just don’t get about the data visualization work that you do?
| How long it may take | -0.371219 | 0.844461 | 938 | 3,796 | 15,144 | 16 | 16 | time takes much | false |
2 | What do you think people you work with just don’t get about the data visualization work that you do?
| They might get but they normally sent their prefer chart to us. I feel like they did not respect on out expertise. I feel like I was hire to copy their work from excel to the new tool. More and more of facing this, it makes the creativity and passion of build good work become lesser and lesser | 0.283418 | -0.280342 | 372 | 1,513 | 5,970 | 57 | 57 | data people see | false |
3 | What do you think people you work with just don’t get about the data visualization work that you do?
| The need for and time it takes to maintain,clean, and prepare data prior to visualization. | -0.598921 | -0.130759 | 422 | 1,740 | 7,065 | 47 | 47 | data visualization time | false |
4 | What do you think people you work with just don’t get about the data visualization work that you do?
| That different media require different approaches | 0.197534 | 0.04937 | 531 | 2,150 | 8,652 | 23 | 23 | different aspect people | false |
5 | What do you think people you work with just don’t get about the data visualization work that you do?
| Don't see the value vs. time spent working on viz | -0.68096 | -0.792905 | 101 | 394 | 1,684 | 2 | 2 | viz time takes | false |
6 | What do you think people you work with just don’t get about the data visualization work that you do?
| time and understanding the best viz to use | -0.706029 | -0.823482 | 68 | 329 | 1,426 | 2 | 2 | viz time takes | false |
7 | What do you think people you work with just don’t get about the data visualization work that you do?
| My comments relate to past professional experience having working in a large multi national company where management do not value data analysis and data viz hence being difficult to steer progress | 0.031042 | -0.578551 | 208 | 864 | 3,393 | 57 | 57 | data people see | false |
8 | What do you think people you work with just don’t get about the data visualization work that you do?
| The amount of time it takes to create something worthwhile and actionable, as well as how to ask questions that are strategic to help us get to an end product that is useful. | -0.241713 | 0.563943 | 812 | 3,224 | 12,848 | 19 | -1 | time takes create | false |
9 | What do you think people you work with just don’t get about the data visualization work that you do?
| It’s seen as a blue collar profession and takes work to get “buy in” like other more established departments and roles. Often seen as a job the team can “figure out” without hiring an expert. | 0.394637 | 0.549722 | 790 | 3,180 | 12,761 | 30 | 30 | knowledge work Lack | false |
10 | What do you think people you work with just don’t get about the data visualization work that you do?
| You can't assume anything is trivial. | 0.201586 | 0.417163 | 723 | 2,918 | 11,596 | 24 | 24 | ca assume anything | false |
11 | What do you think people you work with just don’t get about the data visualization work that you do?
| understanding how to use and understand data visualization | -0.252253 | -0.51657 | 235 | 983 | 3,887 | 55 | 55 | data visualization time | false |
12 | What do you think people you work with just don’t get about the data visualization work that you do?
| Time and Data Volume | -0.842716 | -0.229948 | 386 | 1,541 | 6,282 | 37 | 37 | data time clean | false |
13 | What do you think people you work with just don’t get about the data visualization work that you do?
| effort needed | -0.049395 | 0.961952 | 1,007 | 3,998 | 16,060 | 28 | 28 | time effort takes | false |
14 | What do you think people you work with just don’t get about the data visualization work that you do?
| Nothing, we're all in! | 0.832829 | 0.675955 | 861 | 3,450 | 13,813 | 13 | -1 | idea Little anything | false |
15 | What do you think people you work with just don’t get about the data visualization work that you do?
| They're clinging to old techniques, focus on aesthetics over accuracy and accessibility | 0.044943 | -0.030572 | 496 | 2,017 | 8,002 | 51 | 51 | think visualization making | false |
16 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much underlying preparation is needed to clean data | -0.97359 | -0.201091 | 384 | 1,600 | 6,529 | 37 | 37 | data time clean | false |
17 | What do you think people you work with just don’t get about the data visualization work that you do?
| why it is important and how it can lead to overall better understanding of the business | 0.622632 | 0.061527 | 537 | 2,163 | 8,679 | 40 | 40 | important really communicate | false |
18 | What do you think people you work with just don’t get about the data visualization work that you do?
| They can't personalize visualizations because of BI tools limitations | -0.376174 | -0.277884 | 361 | 1,491 | 5,927 | 43 | 43 | limitations tools ca | false |
19 | What do you think people you work with just don’t get about the data visualization work that you do?
| Probably, I have a higher interest in data and systematic data collection, as I made this, part of my job responsibilities. Other people I work with, are not that interested in data itself yet, because they have been working without good data for a long time. But we are getting there. | 0.074667 | -0.662142 | 177 | 674 | 2,756 | 46 | 46 | data people work | false |
20 | What do you think people you work with just don’t get about the data visualization work that you do?
| the need, the efforts behind it | -0.015524 | 0.964528 | 1,007 | 3,999 | 16,063 | 28 | 28 | time effort takes | false |
21 | What do you think people you work with just don’t get about the data visualization work that you do?
| The story-telling aspect and importance of accessibility | 0.193698 | 0.057438 | 531 | 2,150 | 8,652 | 23 | -1 | different aspect people | false |
22 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data viz is a communication tool! Not just a pretty picture to break up text or to make something look more impressive. | -0.497025 | -0.845828 | 72 | 272 | 1,184 | 8 | 8 | data viz Data | false |
23 | What do you think people you work with just don’t get about the data visualization work that you do?
| That data visualization is not the final stap | -0.318783 | -0.423986 | 298 | 1,173 | 4,651 | 55 | 55 | data visualization time | false |
24 | What do you think people you work with just don’t get about the data visualization work that you do?
| Technical limitations of tools. | -0.531794 | -0.348395 | 327 | 1,294 | 5,277 | 43 | 43 | limitations tools ca | false |
25 | What do you think people you work with just don’t get about the data visualization work that you do?
| Basic data literacy | -0.032779 | -0.752772 | 111 | 478 | 1,981 | 44 | 44 | data literacy job | false |
26 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don't understand the value of what they aren't comfortable with because text tables and spreadsheets is all they've known. | 0.414253 | -0.359596 | 342 | 1,325 | 5,210 | 57 | 57 | data people see | false |
27 | What do you think people you work with just don’t get about the data visualization work that you do?
| The amount of time it takes to work with data on the front end in order to understand/clean/aggregate it properly in order to get to the stage of iterating valuable visualizations, as well as the time it takes to then format the visualizations in a proper/creative way that works best for the audience. | -0.548784 | -0.080936 | 455 | 1,870 | 7,452 | 48 | 48 | time data takes | false |
28 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much more effective our reporting can be, and the time we can save after automation/templates are in place. | -0.410891 | 0.135226 | 585 | 2,322 | 9,253 | 14 | 14 | time create work | false |
29 | What do you think people you work with just don’t get about the data visualization work that you do?
| Dataviz is undervalued. | 0.097435 | -1 | 17 | 35 | 70 | 0 | 0 | dataviz understand data | false |
30 | What do you think people you work with just don’t get about the data visualization work that you do?
| I think they're so stuck in their ways with Excel tables that they're not comfortable moving out with that safety. They don't understand how to interpret data in this way. | 0.396146 | -0.399855 | 310 | 1,260 | 4,953 | 57 | 57 | data people see | false |
31 | What do you think people you work with just don’t get about the data visualization work that you do?
| Because "we've never done it that way before!" | 0.658505 | 0.607531 | 826 | 3,317 | 13,162 | 13 | 13 | idea Little anything | false |
32 | What do you think people you work with just don’t get about the data visualization work that you do?
| Measuring the return on investment (or simply value) is extremely difficult to quantify. | 0.499548 | -0.286374 | 375 | 1,455 | 5,855 | 6 | 6 | value see Measuring | false |
33 | What do you think people you work with just don’t get about the data visualization work that you do?
| Sometimes, especially from collaborators that gave snarky comments about the dashboard design being embellishment rather than apart of visual analytics. | -0.758069 | 0.185619 | 579 | 2,375 | 9,615 | 11 | 11 | dashboard dashboards time | false |
34 | What do you think people you work with just don’t get about the data visualization work that you do?
| Function. Data visualization still sees as an illustration... | -0.30352 | -0.474622 | 267 | 1,046 | 4,268 | 55 | 55 | data visualization time | false |
35 | What do you think people you work with just don’t get about the data visualization work that you do?
| Tool limitations are real | -0.553188 | -0.36098 | 327 | 1,294 | 5,148 | 43 | 43 | limitations tools ca | false |
36 | What do you think people you work with just don’t get about the data visualization work that you do?
| good question | 0.922632 | 0.559281 | 798 | 3,197 | 12,795 | 9 | 9 | question good Question | false |
37 | What do you think people you work with just don’t get about the data visualization work that you do?
| The impact on the target audience | 0.518895 | -0.075975 | 472 | 1,904 | 7,649 | 29 | 29 | target audience impact | false |
38 | What do you think people you work with just don’t get about the data visualization work that you do?
| I follow experience design philosophies and seek to get people to insights and decisions with minimal work and cognitive load from them (i.e. I avoid exploratory, complicated visualizations) | -0.180257 | 0.017033 | 525 | 2,074 | 8,372 | 53 | 53 | design visualization good | false |
39 | What do you think people you work with just don’t get about the data visualization work that you do?
| Garbage in, garbage out - less time focused on wrangling and cleaning to ensure quality and relevant data | -0.957878 | -0.231571 | 384 | 1,537 | 6,274 | 37 | 37 | data time clean | false |
40 | What do you think people you work with just don’t get about the data visualization work that you do?
| That there are standards. Can't always dumb things down. Some attitudes that anybody can make a viz. | 0.169663 | 0.130589 | 594 | 2,341 | 9,290 | 34 | -1 | storytelling good design | false |
41 | What do you think people you work with just don’t get about the data visualization work that you do?
| data literacy | -0.034952 | -0.747974 | 143 | 542 | 2,109 | 44 | 44 | data literacy job | false |
42 | What do you think people you work with just don’t get about the data visualization work that you do?
| it takes a lot of time and need to be paid respectively | -0.255476 | 0.920523 | 971 | 3,927 | 15,663 | 16 | 16 | time takes much | false |
43 | What do you think people you work with just don’t get about the data visualization work that you do?
| Need of collecting the requirements / scope before designing | -0.209707 | 0.09695 | 556 | 2,265 | 9,010 | 53 | 53 | design visualization good | false |
44 | What do you think people you work with just don’t get about the data visualization work that you do?
| null | 0.957999 | 0.759549 | 927 | 3,646 | 14,461 | 10 | 10 | None use filters | false |
45 | What do you think people you work with just don’t get about the data visualization work that you do?
| The importance of user involvement | 0.522029 | 0.141638 | 600 | 2,352 | 9,441 | 40 | 40 | important really communicate | false |
46 | What do you think people you work with just don’t get about the data visualization work that you do?
| The effort that implies preparing data to produce knowledge impact | -0.696347 | -0.276168 | 356 | 1,481 | 5,907 | 36 | -1 | data much work | false |
47 | What do you think people you work with just don’t get about the data visualization work that you do?
| They think it is fun but not important in a real-world context, which it is. | 0.322381 | 0.08524 | 565 | 2,218 | 8,916 | 25 | 25 | think important art | false |
48 | What do you think people you work with just don’t get about the data visualization work that you do?
| Lack of common knowledge about the value of the work and the fact that not just anyone can do it. | 0.41355 | 0.597167 | 822 | 3,309 | 13,146 | 30 | 30 | knowledge work Lack | false |
49 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much time it takes to build a good visualization from scratch | -0.601313 | 0.047679 | 518 | 2,124 | 8,601 | 42 | 42 | time takes much | false |
50 | What do you think people you work with just don’t get about the data visualization work that you do?
| That really good work takes time, collaboration and exploration. | -0.067496 | 0.76816 | 910 | 3,613 | 14,523 | 28 | 28 | time effort takes | false |
51 | What do you think people you work with just don’t get about the data visualization work that you do?
| in how many ways one can get it wrong | 0.207765 | 0.617171 | 819 | 3,302 | 13,261 | 5 | -1 | magic requires time | false |
52 | What do you think people you work with just don’t get about the data visualization work that you do?
| The decisions being made behind the scenes about how to interpret/represent data | 0.326541 | -0.648142 | 181 | 746 | 2,900 | 32 | 32 | data understand use | false |
53 | What do you think people you work with just don’t get about the data visualization work that you do?
| Just because you are used to tables and charts doesn't mean it is better . | 0.316514 | -0.273374 | 373 | 1,514 | 5,972 | 57 | 57 | data people see | false |
54 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don't understand how design choices (color, position, typography, etc.) can influence how the reader understands the information | 0.187625 | -0.120488 | 467 | 1,830 | 7,244 | 41 | 41 | understand information think | false |
55 | What do you think people you work with just don’t get about the data visualization work that you do?
| It's okay to question the intent of the requester and make a judgment on whether a report should be built. | 0.291511 | -0.397826 | 308 | 1,257 | 4,946 | 57 | 57 | data people see | false |
56 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data overload to let clients read multiple stories per chart or graph instead of creating a story and communicating one finding at a time that impacts the research or evaluation questions and goals. | -0.16708 | -0.509982 | 237 | 986 | 4,021 | 55 | 55 | data visualization time | false |
57 | What do you think people you work with just don’t get about the data visualization work that you do?
| People think it's a "waste of time" preparing and organized and personalized dataviz | 0.109906 | -0.978054 | 17 | 35 | 199 | 0 | 0 | dataviz understand data | false |
58 | What do you think people you work with just don’t get about the data visualization work that you do?
| Need to provide info | 0.451813 | -0.096923 | 471 | 1,838 | 7,388 | 29 | -1 | target audience impact | false |
59 | What do you think people you work with just don’t get about the data visualization work that you do?
| it requires significantly more time and effort than it seems, i'm not rewarded for my efforts | -0.145069 | 0.896551 | 973 | 3,867 | 15,542 | 28 | 28 | time effort takes | false |
60 | What do you think people you work with just don’t get about the data visualization work that you do?
| Effort spent on effective design | -0.139735 | 0.387103 | 717 | 2,843 | 11,319 | 22 | 22 | design good people | false |
61 | What do you think people you work with just don’t get about the data visualization work that you do?
| They’re have no data vis expertise so they can’t understand procedures | 0.251199 | -0.589793 | 212 | 872 | 3,408 | 32 | 32 | data understand use | false |
62 | What do you think people you work with just don’t get about the data visualization work that you do?
| Amount of effort | -0.090382 | 1 | 1,006 | 4,061 | 16,314 | 28 | 28 | time effort takes | false |
63 | What do you think people you work with just don’t get about the data visualization work that you do?
| Time it takes! | -0.370395 | 0.895106 | 970 | 3,860 | 15,528 | 16 | 16 | time takes much | false |
64 | What do you think people you work with just don’t get about the data visualization work that you do?
| Focus on non actionable metrics. Lack of root-cause analysis | 0.239438 | -0.433474 | 307 | 1,191 | 4,687 | 57 | 57 | data people see | false |
65 | What do you think people you work with just don’t get about the data visualization work that you do?
| People that I work with get it, the client's don't get the amount of effort it takes to get to something good. | 0.399113 | 0.491392 | 758 | 3,052 | 12,249 | 31 | -1 | easy think work | false |
66 | What do you think people you work with just don’t get about the data visualization work that you do?
| Executives | 0.942182 | 0.737584 | 895 | 3,582 | 14,332 | 10 | 10 | None use filters | false |
67 | What do you think people you work with just don’t get about the data visualization work that you do?
| If they struggle to understand something at first glance, they often don't know how to orient themselves in order to understand | 0.396619 | 0.247395 | 630 | 2,540 | 10,201 | 26 | 26 | nice part need | false |
68 | What do you think people you work with just don’t get about the data visualization work that you do?
| Good design is invisible, so sometimes people don't appreciate the effort that goes into good design | -0.019671 | 0.302197 | 655 | 2,655 | 10,686 | 22 | -1 | design good people | false |
69 | What do you think people you work with just don’t get about the data visualization work that you do?
| This isn't really a concern. Most clients eventually "get it." | 0.480637 | 0.433196 | 727 | 2,927 | 11,742 | 15 | 15 | get clients part | false |
70 | What do you think people you work with just don’t get about the data visualization work that you do?
| Seems like the think that data visualization is only to throw any geometries at screen at with this you will have a powerful and communicative visualization so there is no reason to enter in a full design process | -0.281616 | -0.281864 | 363 | 1,430 | 5,805 | 55 | 55 | data visualization time | false |
71 | What do you think people you work with just don’t get about the data visualization work that you do?
| It takes longer than it looks | -0.3687 | 0.891208 | 970 | 3,860 | 15,528 | 16 | 16 | time takes much | false |
72 | What do you think people you work with just don’t get about the data visualization work that you do?
| I am the only one in my organization doing this work, so I do not receive a lot of constructive feedback. | 0.104258 | -0.68361 | 177 | 675 | 2,630 | 46 | 46 | data people work | false |
73 | What do you think people you work with just don’t get about the data visualization work that you do?
| Many are steeped in the tradition of written reports, or think that's what the funder wants, or don't believe that complex concepts would be better communicated through data viz. | 0.256642 | -0.401322 | 308 | 1,256 | 4,944 | 57 | 57 | data people see | false |
74 | What do you think people you work with just don’t get about the data visualization work that you do?
| I think there is a lack of faith in the intelligence of the audience and an overempahsis on the written word. My ideas are often rejected or watered down significantly before publishing. | 0.098071 | 0.185871 | 593 | 2,403 | 9,670 | 35 | 35 | design think ideas | false |
75 | What do you think people you work with just don’t get about the data visualization work that you do?
| time, expertise, and intention involved | -0.105672 | 0.849583 | 942 | 3,804 | 15,161 | 28 | 28 | time effort takes | false |
76 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don't understand the time and effort to create meaningful, insightful graphics. | 0.106555 | -0.066733 | 465 | 1,891 | 7,622 | 41 | 41 | understand information think | false |
77 | What do you think people you work with just don’t get about the data visualization work that you do?
| The rigor of the unseen analysis, the amount of data cleanup required | -0.988418 | -0.199887 | 384 | 1,600 | 6,528 | 37 | 37 | data time clean | false |
78 | What do you think people you work with just don’t get about the data visualization work that you do?
| Time investment required | -0.19062 | 0.980463 | 1,004 | 4,057 | 16,179 | 27 | 27 | time Time investment | false |
79 | What do you think people you work with just don’t get about the data visualization work that you do?
| That it takes longer than an hour to create something truly beautiful. Also that having crisp visuals will help us win more work and keep our clients happy. If we have cutting edge research methods without looking the part, our strengths will get lost. | -0.30608 | 0.141118 | 587 | 2,326 | 9,388 | 14 | -1 | time create work | false |
80 | What do you think people you work with just don’t get about the data visualization work that you do?
| Good visualizations can help people make better decisions faster - a lot of our internal customers simply ask for the wrong things (e.g. "I just need my super-clunky Excel process automated") | -0.135892 | -0.191844 | 397 | 1,627 | 6,583 | 52 | -1 | visualizations people need | false |
81 | What do you think people you work with just don’t get about the data visualization work that you do?
| Understanding the effort required to find and prep data | -0.797831 | -0.27319 | 355 | 1,478 | 5,900 | 37 | 37 | data time clean | false |
82 | What do you think people you work with just don’t get about the data visualization work that you do?
| Understanding key metrics they really need. | 0.31088 | -0.505012 | 244 | 1,001 | 4,051 | 32 | 32 | data understand use | false |
83 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data viz isn't meant to be fancy, it's meant to effectively convey a message and make it accessible and understandable. | -0.48767 | -0.855497 | 72 | 272 | 1,184 | 8 | 8 | data viz Data | false |
84 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much time it takes to create | -0.364757 | 0.678907 | 842 | 3,412 | 13,736 | 19 | -1 | time takes create | false |
85 | What do you think people you work with just don’t get about the data visualization work that you do?
| that it can be sufficient to do their work, a solution can exist where the end result is not exporting data | -0.46692 | -0.412014 | 296 | 1,169 | 4,770 | 43 | 43 | limitations tools ca | false |
86 | What do you think people you work with just don’t get about the data visualization work that you do?
| Minor deatils shown in color, shapes. | 0.091841 | 0.077103 | 561 | 2,210 | 8,773 | 34 | 34 | storytelling good design | false |
87 | What do you think people you work with just don’t get about the data visualization work that you do?
| Business Knowledge is the most important thing | 0.66846 | 0.125981 | 602 | 2,357 | 9,322 | 40 | 40 | important really communicate | false |
88 | What do you think people you work with just don’t get about the data visualization work that you do?
| That it isn't just "about making it look pretty" but that it curates the information for the consumer. That a lot of decisions go into which data is visualized and and in which way. | -0.024837 | -0.090774 | 463 | 1,887 | 7,486 | 51 | 51 | think visualization making | false |
89 | What do you think people you work with just don’t get about the data visualization work that you do?
| Why things like bar charts are so commonly used. The difference between "boring" and "appropriate chart type" | 0.163218 | -0.261716 | 370 | 1,509 | 6,090 | 56 | 56 | chart types charts | false |
90 | What do you think people you work with just don’t get about the data visualization work that you do?
| The people I work with really does get data viz. I'm very lucky. | 0.083032 | -0.711286 | 145 | 610 | 2,373 | 46 | 46 | data people work | false |
91 | What do you think people you work with just don’t get about the data visualization work that you do?
| I have recently changed jobs but in my previous position one of the main reasons for leaving was the lack of awareness and respect for the fact that data visualization work was as much a part of being a journalist as reporting and writing. | -0.025206 | -0.545238 | 239 | 927 | 3,774 | 55 | 55 | data visualization time | false |
92 | What do you think people you work with just don’t get about the data visualization work that you do?
| The value we add by better communicating data and the time needed to create great visuals | -0.399879 | 0.053252 | 521 | 2,131 | 8,614 | 14 | 14 | time create work | false |
93 | What do you think people you work with just don’t get about the data visualization work that you do?
| That the goal is to effectively display information to end user to help them make better decision, but some people expect us to simply make things look pretty. | 0.013126 | 0.01581 | 528 | 2,080 | 8,384 | 53 | 53 | design visualization good | false |
94 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much time it takes to analyze data and create the visuals | -0.664366 | -0.00225 | 485 | 1,994 | 8,085 | 33 | 33 | time takes data | false |
95 | What do you think people you work with just don’t get about the data visualization work that you do?
| How many detailed decisions a good design requires. | -0.127565 | 0.301447 | 653 | 2,651 | 10,679 | 22 | 22 | design good people | false |
96 | What do you think people you work with just don’t get about the data visualization work that you do?
| limitations set by the organization, need to design for the general public. | -0.175837 | 0.076428 | 557 | 2,202 | 8,756 | 53 | 53 | design visualization good | false |
97 | What do you think people you work with just don’t get about the data visualization work that you do?
| null | 0.94412 | 0.757125 | 927 | 3,646 | 14,460 | 10 | 10 | None use filters | false |
98 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don’t understand the design aspect of it. They see visualization expertise as something to make charts “fancy” not as a way to make graphs more efficient | 0.132154 | -0.195585 | 402 | 1,636 | 6,600 | 56 | 56 | chart types charts | false |
99 | What do you think people you work with just don’t get about the data visualization work that you do?
| The complexity of behind the scenes calculations on a given data set | -0.547479 | 0.199229 | 615 | 2,446 | 9,756 | 42 | -1 | time takes much | false |
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ls-datavis-misunderstood
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Total size of dataset files: 9.6 MB
TODO: download script inside latentscope
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