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Surveez
Top ten technologies used for data visualization
Select any data point to see its use and rank broken down by Role Description
Overall percentage of respondents that use these technologies for data visualization
Overall
#1 Excel
#2 R
#3 Tableau
#4 Python
#5 D3
#6 ggplot2
#7 Pen & Paper
#8 Illustrator
#9 Power BI
#10 Plotly
Respondents
753
617
610
469
463
445
413
347
239
222
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Role Description
Break Down By
Percentage of respondents that use these technologies for data visualization Role Description
Slide 1 of 9
Designer
#1 Illustrator
#2 Pen & Paper
#3 Excel
#4 Tableau
#5 D3
#6 R
#7 Python
#8 ggplot2
#9 Plotly
#10 Power BI
Respondents
113
90
82
64
55
45
21
18
9
8
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Analyst
#1 Excel
#2 Tableau
#3 R
#4 ggplot2
#5 Power BI
#6 Python
#7 Pen & Paper
#8 D3
#9 Plotly
#10 Illustrator
Respondents
274
254
172
148
111
105
92
78
72
56
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Developer
#1 D3
#2 R
#3 Python
#4 Excel
#5 Tableau
#6 Pen & Paper
#7 ggplot2
#8 Illustrator
#9 Power BI
#10 Plotly
Respondents
100
73
64
57
49
37
27
24
19
12
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Scientist
#1 Python
#2 R
#3 ggplot2
#4 Excel
#5 Plotly
#6 D3
#7 Pen & Paper
#8 Tableau
#9 Illustrator
#10 Power BI
Respondents
74
73
63
43
37
33
30
26
24
7
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Engineer
#1 D3
#2 R
#3 Python
#4 Excel
#5 Tableau
#6 ggplot2
#7 Plotly
#8 Pen & Paper
#9 Power BI
#10 Illustrator
Respondents
62
57
56
41
40
27
27
24
23
12
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Student
#1 Excel
#2 Python
#3 R
#4 ggplot2
#5 Pen & Paper
#6 Illustrator
#7 D3
#8 Tableau
#9 Plotly
#10 Power BI
Respondents
28
28
27
25
20
19
16
13
8
3
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Leadership (Manager, Director, VP, etc)
#1 Excel
#2 Tableau
#3 R
#4 Pen & Paper
#5 Python
#6 D3
#7 ggplot2
#8 Power BI
#9 Illustrator
#10 Plotly
Respondents
120
95
80
60
58
58
55
47
39
25
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Academic
#1 Excel
#2 R
#3 ggplot2
#4 Python
#5 Tableau
#6 D3
#7 Pen & Paper
#8 Illustrator
#9 Plotly
#10 Power BI
Respondents
61
60
54
44
39
28
27
27
26
10
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None of these describe my role
#1 Excel
#2 D3
#3 Pen & Paper
#4 Illustrator
#5 R
#6 Tableau
#7 ggplot2
#8 Python
#9 Power BI
#10 Plotly
Respondents
46
32
32
32
29
29
27
18
11
6
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