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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
-0.359692
0.495587
3,028
12,200
38
38
Data Preparation Challenges
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
0.552649
0.897863
3,889
15,587
29
29
Time and Effort Challenges
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
-0.153755
-0.761043
475
1,974
47
47
Chart Familiarity Issues
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.
-0.336267
0.570744
3,221
12,842
38
38
Data Preparation Challenges
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
0.062275
-0.244012
1,569
6,211
52
52
Visual Communication Misunderstandings
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
-0.969857
0.256503
2,560
10,241
6
6
Time and Effort in Visualization
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
-0.978217
0.256586
2,560
10,241
6
6
Time and Effort in Visualization
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
-0.457498
-0.43417
1,169
4,642
70
70
Importance of Data Visualization
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.
0.376951
0.563028
3,244
12,888
21
-1
Time and Effort in Creation
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.
0.634853
-0.151039
1,780
7,016
40
-1
Misconceptions About Effort
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.
0.406261
0.035082
2,157
8,538
50
50
Code Maintenance Concerns
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
-0.521172
-0.039455
1,935
7,838
68
68
Data Visualization Fundamentals
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
-0.59014
0.653183
3,341
13,466
12
12
Data Preparation Challenges
false
13
What do you think people you work with just don’t get about the data visualization work that you do?
effort needed
0.804031
0.561725
3,193
12,787
29
29
Time and Effort Challenges
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!
0.891084
-0.663991
700
2,809
4
4
Emphasis on Simplicity
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
-0.012749
-0.13907
1,759
7,103
37
37
Aesthetics vs Accuracy
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
-0.540042
0.893625
3,854
15,517
3
3
Data Cleaning Challenges
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
0.262689
-0.602419
808
3,280
32
32
Audience Communication Importance
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
-0.369167
0.227584
2,516
10,024
54
54
Data Visualization Challenges
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.
-0.542899
-0.563483
846
3,485
66
66
Data Communication Insights
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
0.815035
0.537808
3,194
12,660
29
29
Time and Effort Challenges
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
0.188211
-0.86934
294
1,100
14
14
Storytelling and Accessibility
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.
-0.909689
-0.086574
1,858
7,429
8
8
Data Visualization Challenges
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
-0.428836
0.054666
2,130
8,612
67
67
Data Visualization Importance
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.
-0.533366
0.333366
2,702
10,909
19
19
Tool Limitations and Challenges
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
-0.574962
-0.80291
397
1,563
18
18
Data Literacy Challenges
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.
-0.192073
-0.953296
89
307
43
43
Excel Mindset Limitations
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.
-0.285687
0.487397
3,030
12,205
38
38
Data Preparation Challenges
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.
-0.051977
0.461544
2,974
11,964
24
24
Time and Effort Expectations
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.
-0.8717
-0.766316
452
1,800
0
0
Challenges in Data Visualization
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.
-0.222235
-0.950603
88
433
43
43
Excel Mindset Limitations
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!"
0.763452
-0.476612
1,080
4,336
4
-1
Emphasis on Simplicity
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.
0.105901
-0.418078
1,187
4,806
42
42
Research Importance and Impact
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.
-0.141317
0.919167
3,931
15,670
1
1
Dashboard Design Challenges
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...
-0.479912
-0.02801
2,000
7,969
68
68
Data Visualization Fundamentals
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
-0.528509
0.326417
2,703
10,782
19
19
Tool Limitations and Challenges
false
36
What do you think people you work with just don’t get about the data visualization work that you do?
good question
0.715602
-0.859502
310
1,133
2
2
Question Quality Concerns
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
0.105335
-0.661386
675
2,758
32
-1
Audience Communication Importance
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)
-0.06017
0.075442
2,206
8,764
62
62
Data Visualization Design
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
-0.542231
0.873954
3,790
15,261
3
3
Data Cleaning Challenges
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.
0.189845
-0.149168
1,766
6,988
46
46
Creative Value Perception
false
41
What do you think people you work with just don’t get about the data visualization work that you do?
data literacy
-0.579334
-0.79256
397
1,690
18
18
Data Literacy Challenges
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
0.66835
0.771359
3,637
14,570
29
29
Time and Effort Challenges
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
0.020165
0.257458
2,592
10,305
62
62
Data Visualization Design
false
44
What do you think people you work with just don’t get about the data visualization work that you do?
null
0.994615
-0.744766
575
2,175
5
5
Response Confusion
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
0.322299
-0.584423
874
3,412
31
31
Importance of Understanding Details
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
-0.546687
0.534496
3,150
12,573
13
-1
Data Preparation Efforts
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.
0.308457
-0.305557
1,449
5,715
35
35
Lack of Understanding
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.
0.693093
-0.109892
1,846
7,276
40
40
Misconceptions About Effort
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
-0.140676
0.658055
3,419
13,622
25
25
Visualization Development Time
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.
0.582548
0.458789
2,994
12,005
27
27
Collaboration and Complexity
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
0.451677
0.129255
2,350
9,308
49
49
Challenges of Simplification
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
-0.385057
-0.764038
467
1,959
64
64
Data Understanding Gaps
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 .
-0.112447
-0.81971
348
1,464
47
47
Chart Familiarity Issues
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
-0.04828
-0.411696
1,182
4,796
52
-1
Visual Communication Misunderstandings
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.
-0.344737
-0.655749
724
2,857
48
48
Chart Communication Challenges
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.
-0.610144
-0.153794
1,740
6,936
70
70
Importance of Data Visualization
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
-0.842309
-0.694813
581
2,442
0
0
Challenges in Data Visualization
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
0.14121
-0.775572
484
1,865
14
-1
Storytelling and Accessibility
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
0.702944
0.645922
3,382
13,548
29
29
Time and Effort Challenges
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
0.24583
0.38196
2,855
11,343
58
58
Value of Good Design
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
-0.373025
-0.914377
148
680
64
64
Data Understanding Gaps
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
0.771478
0.616275
3,320
13,297
29
29
Time and Effort Challenges
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!
0.631696
0.906504
3,956
15,720
29
29
Time and Effort Challenges
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
-0.298583
-0.634716
726
2,988
48
48
Chart Communication Challenges
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.
0.607201
-0.168242
1,715
6,886
34
-1
Client Understanding Challenges
false
66
What do you think people you work with just don’t get about the data visualization work that you do?
Executives
1
-0.775858
511
1,919
5
5
Response Confusion
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
0.447222
-0.418023
1,198
4,828
35
-1
Lack of Understanding
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
0.216536
0.239325
2,534
10,189
58
58
Value of Good Design
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."
0.548663
-0.246868
1,585
6,243
34
34
Client Understanding Challenges
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
-0.362466
0.026175
2,068
8,360
67
67
Data Visualization Importance
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
0.592194
0.944525
4,018
15,973
29
29
Time and Effort Challenges
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.
-0.518207
-0.594912
783
3,230
66
66
Data Communication Insights
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.
-0.305752
-0.681978
662
2,604
48
48
Chart Communication Challenges
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.
0.231756
-0.089619
1,895
7,502
46
46
Creative Value Perception
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
0.682937
0.526393
3,125
12,523
17
17
Skill and Effort Challenges
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.
-0.04954
-0.279924
1,502
5,948
52
52
Visual Communication Misunderstandings
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
-0.550533
0.903233
3,854
15,516
3
3
Data Cleaning Challenges
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
0.725355
0.782896
3,703
14,702
29
29
Time and Effort Challenges
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.
-0.016991
0.388531
2,847
11,326
24
-1
Time and Effort Expectations
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")
-0.180342
-0.128562
1,754
7,092
60
-1
Data Visualization Challenges
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
-0.568477
0.632973
3,341
13,339
12
12
Data Preparation Challenges
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.
-0.387155
-0.76373
467
1,959
64
64
Data Understanding Gaps
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.
-0.886957
-0.125869
1,731
7,047
8
8
Data Visualization Challenges
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
0.417213
0.822917
3,757
14,938
22
22
Development Time Factors
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
-0.524784
0.159782
2,383
9,502
20
20
Data Access and Tool Limitations
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.
-0.063581
-0.280919
1,501
5,947
52
52
Visual Communication Misunderstandings
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
0.366465
-0.600834
811
3,287
31
31
Importance of Understanding Details
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.
-0.069742
-0.030228
2,013
7,995
62
62
Data Visualization Design
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"
-0.137541
-0.672569
667
2,615
48
48
Chart Communication Challenges
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.
-0.591256
-0.537483
909
3,738
66
66
Data Communication Insights
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.
-0.553061
-0.402222
1,230
4,892
70
70
Importance of Data Visualization
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
-0.129833
0.402724
2,843
11,447
56
-1
Effort in Data Visualization
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.
0.028868
-0.064236
1,888
7,617
61
61
Function over Aesthetics
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
-0.224212
0.721125
3,544
14,129
25
25
Visualization Development Time
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.
0.180385
0.350119
2,789
11,083
58
58
Value of Good Design
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.
-0.026589
0.235873
2,527
10,174
62
62
Data Visualization Design
false
97
What do you think people you work with just don’t get about the data visualization work that you do?
null
0.984072
-0.795647
447
1,790
5
5
Response Confusion
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
-0.136492
-0.445231
1,115
4,535
69
-1
Data Visualization Challenges
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
-0.334674
0.712847
3,477
13,994
36
36
Data Preparation Complexity
false
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ls-datavis-misunderstood

This dataset contains the files necessary to view in latentscope. The files in the latentscope are used by the app to view.

Total size of dataset files: 16.1 MB.

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