index
int64
0
764
question
stringclasses
1 value
answer
stringlengths
2
739
x
float32
-1
1
y
float32
-1
1
tile_index_64
int64
22
4.06k
cluster
int64
0
70
raw_cluster
int64
-1
70
label
stringclasses
70 values
deleted
bool
1 class
400
What do you think people you work with just don’t get about the data visualization work that you do?
The importance and impact of the structure of the underlying data
-0.378072
-0.30123
1,427
70
70
data people visualization
false
401
What do you think people you work with just don’t get about the data visualization work that you do?
The importance of clear requirements, and of thinking about what they want the visualization to accomplish
-0.001635
0.204362
2,463
62
62
design visualization get
false
402
What do you think people you work with just don’t get about the data visualization work that you do?
I often hear "But is should be so easy" from people who don't know about data of the tools.
0.454135
0.005021
2,094
50
-1
ca assume anything
false
403
What do you think people you work with just don’t get about the data visualization work that you do?
The time it takes to effectively communicate quite a bit of information in a succinct visualization.
-0.086879
0.540322
3,165
24
24
time create work
false
404
What do you think people you work with just don’t get about the data visualization work that you do?
An idea can be easy to say and 400 lines of code to implement.
0.29244
0.596303
3,305
15
15
easy much time
false
405
What do you think people you work with just don’t get about the data visualization work that you do?
The effort involved on the data side.
-0.617433
0.571952
3,212
13
13
data effort time
false
406
What do you think people you work with just don’t get about the data visualization work that you do?
The complexity underlying the work, especially geospatial
0.416467
0.35677
2,797
16
16
takes much complexity
false
407
What do you think people you work with just don’t get about the data visualization work that you do?
limitations of the toll and trying to cram too much data into the end result
-0.661855
0.474741
3,018
11
11
data much work
false
408
What do you think people you work with just don’t get about the data visualization work that you do?
Intentional about small details
0.366328
-0.183257
1,707
46
-1
nice things part
false
409
What do you think people you work with just don’t get about the data visualization work that you do?
It's very important to understand about the subject
0.332176
-0.630703
746
31
31
important importance details
false
410
What do you think people you work with just don’t get about the data visualization work that you do?
That not everything has an underlying equation and physics behind it. That life is more than just the "objective" "sensed" world
0.104597
-0.157875
1,699
51
51
people like complicated
false
411
What do you think people you work with just don’t get about the data visualization work that you do?
That dataviz can help them understand their data, not just communicate it.
-0.850679
-0.746535
516
0
0
dataviz data Dataviz
false
412
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 it takes to put together reports.
0.493638
0.119288
2,287
49
-1
one understand simple
false
413
What do you think people you work with just don’t get about the data visualization work that you do?
null
0.973519
-0.775435
511
5
5
Na None normally
false
414
What do you think people you work with just don’t get about the data visualization work that you do?
that it's easier to read than spreadsheets, that filling in spreadsheets manually is a waste of time/resources, when you can access a visualisation with automated data
-0.28552
-0.20097
1,622
60
60
data tool people
false
415
What do you think people you work with just don’t get about the data visualization work that you do?
All the time it takes to keep the data clean so we can get to the insights
-0.554079
0.860923
3,790
3
3
data time much
false
416
What do you think people you work with just don’t get about the data visualization work that you do?
It can be worth it to look beyond standard chart types to better communicate some perspective about one's data.
-0.196024
-0.58067
857
48
48
charts people chart
false
417
What do you think people you work with just don’t get about the data visualization work that you do?
How to use filters
0.978848
-0.817014
383
5
5
Na None normally
false
418
What do you think people you work with just don’t get about the data visualization work that you do?
I think some people don't immediately understand how to read some of the visualizations I make, especially dot plots. It also seems that people in the organization either have low data literacy or don't understand how to integrate the data into decision making.
-0.308797
-0.360663
1,302
70
70
data people visualization
false
419
What do you think people you work with just don’t get about the data visualization work that you do?
The amount of effort that goes into a visualization. From cleaning the data, to transforming it to something usable to setting the filters. Usually it has to be built so many different constituencies can use it. And all have different needs.
-0.260301
0.35876
2,775
56
56
data much different
false
420
What do you think people you work with just don’t get about the data visualization work that you do?
It takes an incredibly long time to design and build the foundation for any data viz - kind of like constructing a building.
-0.736782
0.564984
3,208
13
-1
data effort time
false
421
What do you think people you work with just don’t get about the data visualization work that you do?
design iteration process
0.238574
0.478165
3,047
58
58
design good goes
false
422
What do you think people you work with just don’t get about the data visualization work that you do?
Some people (especially in government) do not understand, why general audience needs data-driven materials and why openness is needed
-0.467619
-0.792263
401
64
64
data understand decisions
false
423
What do you think people you work with just don’t get about the data visualization work that you do?
Effort
0.771265
0.623617
3,320
29
29
time takes effort
false
424
What do you think people you work with just don’t get about the data visualization work that you do?
It takes time to produce an informative analysis
-0.227795
0.726911
3,544
25
25
much time takes
false
425
What do you think people you work with just don’t get about the data visualization work that you do?
They lack appreciation for it fitting in the context of a larger system of design
0.230696
-0.024002
2,023
39
39
design lack appreciation
false
426
What do you think people you work with just don’t get about the data visualization work that you do?
that the figures we produce are based on data and that we can't just 'fudge' them to make it look better
-0.55336
-0.346906
1,294
70
70
data people visualization
false
427
What do you think people you work with just don’t get about the data visualization work that you do?
Time requirements
0.723695
0.763548
3,639
29
29
time takes effort
false
428
What do you think people you work with just don’t get about the data visualization work that you do?
Differentiation between bespoke and standard data visualizations
-0.40195
0.058697
2,131
67
67
data visualization visualizations
false
429
What do you think people you work with just don’t get about the data visualization work that you do?
They see no value in it unless it matches their expectations.
0.352062
-0.347524
1,323
35
35
think know see
false
430
What do you think people you work with just don’t get about the data visualization work that you do?
There's a big difference in time required between quick exploratory plots and polished presentation plots, and sometimes it's worth it.
0.013065
0.468336
2,976
24
24
time create work
false
431
What do you think people you work with just don’t get about the data visualization work that you do?
Too much emphasis on the “how” (sum, count, etc) not enough leadership understanding on the ”Why” (I.e which priority customers are most at risk of churn)
-0.052099
-0.548144
926
48
-1
charts people chart
false
432
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 there’s a lot of work in design
0.483068
0.598475
3,311
27
27
time takes work
false
433
What do you think people you work with just don’t get about the data visualization work that you do?
I'm not in the IT dept
-0.572867
-0.614692
781
66
66
data people work
false
434
What do you think people you work with just don’t get about the data visualization work that you do?
I think they understand my work, but they rarely do the same type of thing themselves. Visualizing data should be a more common skill.
-0.412357
-0.483991
1,042
70
70
data people visualization
false
435
What do you think people you work with just don’t get about the data visualization work that you do?
If you can't explain what the data you're giving to me represents, I'm not going to be able to create anything meaningful from it.
-0.454927
-0.212861
1,617
70
70
data people visualization
false
436
What do you think people you work with just don’t get about the data visualization work that you do?
A good data viz takes time, while a bad/lazy one is quick and easy
-0.776983
0.471952
3,015
10
10
data viz takes
false
437
What do you think people you work with just don’t get about the data visualization work that you do?
The amount of time, cost and energy it takes to make one
0.520734
0.827566
3,760
29
29
time takes effort
false
438
What do you think people you work with just don’t get about the data visualization work that you do?
Being clear on what is what at the beginning and also, just because it seems easy to show X does not always mean its a "quick" task
0.063914
0.36377
2,786
24
-1
time create work
false
439
What do you think people you work with just don’t get about the data visualization work that you do?
Time needed to develop useful viz
-0.9858
0.272288
2,560
6
6
viz time takes
false
440
What do you think people you work with just don’t get about the data visualization work that you do?
Not everything needs to be a dashboard
-0.152355
0.992392
4,059
1
1
dashboard takes time
false
441
What do you think people you work with just don’t get about the data visualization work that you do?
They are not yet comfortable relying on charts and dashboards to help them glean insight and make decisions
-0.128562
-0.822753
347
47
47
chart types feel
false
442
What do you think people you work with just don’t get about the data visualization work that you do?
If a steakholder or the audience does not understand the data, it is the consultant’s fault
-0.403755
-0.817143
339
64
64
data understand decisions
false
443
What do you think people you work with just don’t get about the data visualization work that you do?
They are most interesting in the "how correct is the data visualization" and they almost forget the aesthetic part
-0.10703
-0.115327
1,820
37
-1
think aesthetics visualization
false
444
What do you think people you work with just don’t get about the data visualization work that you do?
They don't usually appreciate the time and effort to create and iterate on high quality data viz designs. They usually of the data viz part as an add on that doesn't really take much of the time/effort of the project.
-0.887438
0.105054
2,243
6
-1
viz time takes
false
445
What do you think people you work with just don’t get about the data visualization work that you do?
The time it takes
0.651952
0.875327
3,892
29
29
time takes effort
false
446
What do you think people you work with just don’t get about the data visualization work that you do?
They don't see the impacto of Data Viz
-0.8979
-0.264237
1,475
9
9
data viz important
false
447
What do you think people you work with just don’t get about the data visualization work that you do?
The importance of cleaning the data and finding what’s really actually being asked
-0.552859
0.875883
3,854
3
3
data time much
false
448
What do you think people you work with just don’t get about the data visualization work that you do?
N/A. Clients who hire me, understand the value of data visualization.
-0.476198
-0.400688
1,232
70
70
data people visualization
false
449
What do you think people you work with just don’t get about the data visualization work that you do?
The value of data visualization vs. text tables, and how much using interactive dashboards can change the way they understand and work with data
-0.353517
-0.092274
1,876
70
70
data people visualization
false
450
What do you think people you work with just don’t get about the data visualization work that you do?
Why it's important to do better
0.414986
-0.641946
749
31
-1
important importance details
false
451
What do you think people you work with just don’t get about the data visualization work that you do?
Not enough knowledge about the industry
0.690018
-0.203021
1,654
34
-1
get part knowledge
false
452
What do you think people you work with just don’t get about the data visualization work that you do?
Making something simple takes a long time!
0.439589
0.673912
3,438
26
26
time takes much
false
453
What do you think people you work with just don’t get about the data visualization work that you do?
How long it takes to develop
0.406824
0.852823
3,821
22
22
time takes much
false
454
What do you think people you work with just don’t get about the data visualization work that you do?
Lack of understanding the importance of data viz software. Reliance on Excel
-0.894897
-0.125551
1,731
8
8
data viz Data
false
455
What do you think people you work with just don’t get about the data visualization work that you do?
Plotting Graphs
-0.317658
-0.460984
1,109
70
70
data people visualization
false
456
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 do it right
0.542551
0.783397
3,697
29
29
time takes effort
false
457
What do you think people you work with just don’t get about the data visualization work that you do?
Good design takes time
0.25747
0.447847
2,984
58
58
design good goes
false
458
What do you think people you work with just don’t get about the data visualization work that you do?
They often appreciate colors instead of the power of communication.
-0.070283
-0.345651
1,309
52
-1
information different require
false
459
What do you think people you work with just don’t get about the data visualization work that you do?
The amount of work that goes into it.
0.586307
0.49201
3,058
27
27
time takes work
false
460
What do you think people you work with just don’t get about the data visualization work that you do?
Data visualization as an activity is not rewarded by the structures that I work in as a tenure track professor in climate science. There is a slow recognition of the importance of data communication, but it is generally not valued.
-0.539001
-0.319094
1,358
70
70
data people visualization
false
461
What do you think people you work with just don’t get about the data visualization work that you do?
The visualization is not an objective answer, as it is based on the data so the context must be always remebered. We use visualization to understand the data better, but can't be tricked into thinking it says more than it does because it looks cool.
-0.340847
-0.045884
1,941
70
70
data people visualization
false
462
What do you think people you work with just don’t get about the data visualization work that you do?
How time consuming it can be
0.611705
0.803643
3,699
29
29
time takes effort
false
463
What do you think people you work with just don’t get about the data visualization work that you do?
It is very valuable for internal projects and that data visualization is less helpful without good data
-0.463195
-0.130264
1,745
70
70
data people visualization
false
464
What do you think people you work with just don’t get about the data visualization work that you do?
How much work it is, especially on the end of preparing data to be usable for visualizations. Different visualization styles can have different impacts on clarity and communication, they're not purely aesthetic.
-0.269126
0.273557
2,583
56
-1
data much different
false
465
What do you think people you work with just don’t get about the data visualization work that you do?
That I am just doing frilly stuff
0.147861
0.090137
2,212
59
59
make design best
false
466
What do you think people you work with just don’t get about the data visualization work that you do?
They are document driven
-0.285491
-1
22
43
-1
Excel comfortable tables
false
467
What do you think people you work with just don’t get about the data visualization work that you do?
Importance of talking to real users before defining the problem or solution
0.348092
-0.5219
1,003
31
31
important importance details
false
468
What do you think people you work with just don’t get about the data visualization work that you do?
Limitations of the product where users want the viz to act like an app and not as an analysis tool.
-0.941476
-0.017122
1,985
8
-1
data viz Data
false
469
What do you think people you work with just don’t get about the data visualization work that you do?
That the process is more than making something "look pretty."
0.127219
0.146191
2,340
59
59
make design best
false
470
What do you think people you work with just don’t get about the data visualization work that you do?
Too much complexity hurts our arguments
0.446344
0.349943
2,798
16
16
takes much complexity
false
471
What do you think people you work with just don’t get about the data visualization work that you do?
How important it is to dig deep into it
0.342552
-0.622164
810
31
31
important importance details
false
472
What do you think people you work with just don’t get about the data visualization work that you do?
I am the only Tableau user at my small consulting firm, so my colleagues in general have little understanding of the data prep and design processes/constraints that I deal with.
-0.358347
0.190364
2,452
54
54
data visualisation point
false
473
What do you think people you work with just don’t get about the data visualization work that you do?
effective dataviz requires good communication skills and strategic thinking, not just fancy graphics
-0.851656
-0.739352
516
0
0
dataviz data Dataviz
false
474
What do you think people you work with just don’t get about the data visualization work that you do?
I think the impact data viz can have in changing perspectives is underrated
-0.920651
-0.163452
1,666
8
8
data viz Data
false
475
What do you think people you work with just don’t get about the data visualization work that you do?
Business-level assumptions; underlying raw data
-0.450457
-0.667503
657
65
65
data use understand
false
476
What do you think people you work with just don’t get about the data visualization work that you do?
That it can make significant change
0.10848
-0.414298
1,187
42
42
value investment fairly
false
477
What do you think people you work with just don’t get about the data visualization work that you do?
Data visualization is how we communicate our work to others - without it, people won't "get" our point.
-0.477505
-0.223502
1,552
70
70
data people visualization
false
478
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 develop visualizations and connect to the data.
-0.198597
0.661966
3,417
25
25
much time takes
false
479
What do you think people you work with just don’t get about the data visualization work that you do?
that it's not just about making things "pretty"
0.096791
0.03456
2,147
61
61
make people look
false
480
What do you think people you work with just don’t get about the data visualization work that you do?
THat dataviz isn't just about charts, equal amount of work is required to get the dataset and clean + structure it as well
-0.836486
-0.67961
645
0
0
dataviz data Dataviz
false
481
What do you think people you work with just don’t get about the data visualization work that you do?
The amount of time and data available it needs
-0.562369
0.674755
3,406
12
12
data time Data
false
482
What do you think people you work with just don’t get about the data visualization work that you do?
design expertise, layout, best practices
0.096619
0.251135
2,595
59
-1
make design best
false
483
What do you think people you work with just don’t get about the data visualization work that you do?
Design is more than “making it pretty”
0.141122
0.134013
2,340
59
59
make design best
false
484
What do you think people you work with just don’t get about the data visualization work that you do?
That is isn't magic and requires time to create
0.683905
0.205393
2,485
7
7
magic takes requires
false
485
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, that you determine the story before doing the viz, that it is an iterative process and best done in collaboration with stakeholders
-0.954014
0.266552
2,561
6
6
viz time takes
false
486
What do you think people you work with just don’t get about the data visualization work that you do?
Out of all my tools, data makes the greatest impact on a group of people
-0.585547
-0.537479
909
66
66
data people work
false
487
What do you think people you work with just don’t get about the data visualization work that you do?
How long time it takes. People expect I click a button and get all the answers.
0.520999
0.905104
3,888
29
29
time takes effort
false
488
What do you think people you work with just don’t get about the data visualization work that you do?
They take for granted the time it takes to create it.
0.554394
0.369496
2,801
16
-1
takes much complexity
false
489
What do you think people you work with just don’t get about the data visualization work that you do?
I think people philosophically understand the value. I think it is difficult to make decisions from data sometimes, and that is in part a lack of practice looking at data and a lack of skill on part of the data visualizer (myself).
-0.310153
-0.330701
1,366
70
70
data people visualization
false
490
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 effort it takes to make dashboards.
-0.157239
0.952225
3,994
1
1
dashboard takes time
false
491
What do you think people you work with just don’t get about the data visualization work that you do?
They’re more interested in how it looks than how it communicates information
-0.007588
-0.282192
1,439
52
52
information different require
false
492
What do you think people you work with just don’t get about the data visualization work that you do?
How it is linked to their work and the organisational objectives. They just see it as "nice to have" while they still struggle to bring information to colleagues and decision making points.
0.058207
-0.23951
1,569
52
52
information different require
false
493
What do you think people you work with just don’t get about the data visualization work that you do?
How much time. creativity, and work go into data visualization.
-0.169124
0.646825
3,354
25
25
much time takes
false
494
What do you think people you work with just don’t get about the data visualization work that you do?
The time that needs to be allocated to it. Factoring it in as a necessary step
0.718634
0.775043
3,638
29
29
time takes effort
false
495
What do you think people you work with just don’t get about the data visualization work that you do?
don't understand why it's important
0.339766
-0.627553
746
31
31
important importance details
false
496
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; and how better tools would make the message much easier for customers to understand.
0.227045
0.653514
3,367
15
15
easy much time
false
497
What do you think people you work with just don’t get about the data visualization work that you do?
My coworkers are fine, but just today a client asked why every single organization wasn't shown on an aggregated plot. The reason is we didn't have the disaggregated data in the first place. So in general clients expect us to be able to show data to answer every possible question they could ever think of.
-0.462476
-0.328944
1,361
70
70
data people visualization
false
498
What do you think people you work with just don’t get about the data visualization work that you do?
An understanding of the work that goes into cleaning the data.
-0.55049
0.90008
3,854
3
3
data time much
false
499
What do you think people you work with just don’t get about the data visualization work that you do?
Because my team and I are evaluators, we all understand the importance of data visualization, especially as we develop dissemination products. However, when working with research contractors, I find it difficult to convey the importance/impact of dataviz. I don't think they understand that for some, visualizations are extremely impactful and can either support or deter from the message. I often end up creating visuals myself, with no formal training.
-0.585209
-0.337709
1,357
70
70
data people visualization
false