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Collaboration and training

  1. Australia
  2. Canada
  3. Germany
  4. Netherlands
  5. New Zealand
  6. South Africa
  7. United Kingdom
  8. United States
  9. World

Questions in this section:

  • Who uses the code that you write? (one choice)
  • Do you always work with the same researchers, or do you regularly change the
  • Do you always work with the same researchers, or do you regularly change the researchers you work with? (one choice)
  • Are you part of a dedicated research software group within your institution? (yes-no)
  • How many software projects are you currently involved in? (numeric)
  • How many people who develop software typically work on your projects? (numeric)
  • On average, how many times a year do you take part in providing training? (numeric)
  • What training programs are you involved with? (free text)

Australia

Developing code for others

Developing code for others for Australia Count Percentage Percentage in 2018 Difference with previous year
0 - Mostly me 3 10 7.07 2.93
1 6 20 15.15 4.85
2 5 16.67 14.14 2.53
3 1 3.33 19.19 -15.86
4 6 20 19.19 0.81
5 - Mostly other people 9 30 25.25 4.75

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2022-08-22T11:27:43.894405 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for Australia Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 5 16.13 20.22 -4.1
Regularly change researcher(s) 17 54.84 50.56 4.28
Same researcher(s) 9 29.03 29.21 -0.18

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2022-08-22T11:27:44.353087 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for Australia Count Percentage Percentage in 2018 Difference with previous year
No 24 77.42 64.04 13.37
Yes 7 22.58 35.96 -13.37

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2022-08-22T11:27:44.647213 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for Australia Count Percentage Percentage in 2018 Difference with previous year
0 2 6.45 nan nan
1 4 12.9 20.48 -7.58
2 10 32.26 21.69 10.57
3 5 16.13 19.28 -3.15
4 3 9.68 14.46 -4.78
5 5 16.13 16.87 -0.74
6 1 3.23 nan nan
7 1 3.23 2.41 0.82

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2022-08-22T11:27:45.109104 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for Australia Count Percentage Percentage in 2018 Difference with previous year
0 1 3.57 2.41 1.16
1 11 39.29 42.17 -2.88
2 8 28.57 19.28 9.29
3 2 7.14 20.48 -13.34
4 1 3.57 3.61 -0.04
5 3 10.71 3.61 7.1
10 1 3.57 1.2 2.37
100 1 3.57 nan nan

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2022-08-22T11:27:45.610179 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for Australia (without 95 percentile) Results in 2022 Results in 2018
count 28 83
mean 2.75 2.09
std 3.47 2.55
min 0 0
25% 0 0
50% 2 1
75% 3.25 3
max 15 10

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2022-08-22T11:27:46.452686 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:27:47.777830 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Canada

Developing code for others

Developing code for others for Canada Count Percentage Percentage in 2018 Difference with previous year
3 1 14.29 36.36 -22.08
4 2 28.57 18.18 10.39
5 - Mostly other people 4 57.14 18.18 38.96

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2022-08-22T11:27:48.415158 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for Canada Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 2 18.18 nan nan
Regularly change researcher(s) 6 54.55 40 14.55
Same researcher(s) 3 27.27 60 -32.73

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2022-08-22T11:27:48.738796 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for Canada Count Percentage Percentage in 2018 Difference with previous year
No 6 54.55 90 -35.45
Yes 5 45.45 10 35.45

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2022-08-22T11:27:48.995772 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for Canada Count Percentage Percentage in 2018 Difference with previous year
1 2 18.18 10 8.18
2 4 36.36 30 6.36
3 2 18.18 40 -21.82
4 3 27.27 10 17.27

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2022-08-22T11:27:49.342001 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for Canada Count Percentage Percentage in 2018 Difference with previous year
1 1 10 20 -10
3 3 30 40 -10
5 3 30 10 20
7 1 10 nan nan
10 1 10 nan nan
15 1 10 nan nan

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2022-08-22T11:27:49.760102 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for Canada (without 95 percentile) Results in 2022
count 0
mean nan
std nan
min nan
25% nan
50% nan
75% nan
max nan

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2022-08-22T11:27:50.030469 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:27:50.097841 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Germany

Developing code for others

Developing code for others for Germany Count Percentage Percentage in 2018 Difference with previous year
0 - Mostly me 21 8.54 9.01 -0.47
1 40 16.26 16.52 -0.26
2 47 19.11 19.82 -0.71
3 42 17.07 18.92 -1.85
4 51 20.73 16.82 3.91
5 - Mostly other people 45 18.29 18.92 -0.63

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2022-08-22T11:27:50.429809 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for Germany Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 34 15.67 17.97 -2.3
Regularly change researcher(s) 89 41.01 33.22 7.79
Same researcher(s) 94 43.32 48.81 -5.5

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2022-08-22T11:27:50.778474 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for Germany Count Percentage Percentage in 2018 Difference with previous year
No 53 24.42 38.85 -14.43
Yes 164 75.58 61.15 14.43

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2022-08-22T11:27:51.063279 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for Germany Count Percentage Percentage in 2018 Difference with previous year
0 3 1.4 1.43 -0.03
1 39 18.22 17.14 1.08
2 60 28.04 30 -1.96
3 54 25.23 27.5 -2.27
4 19 8.88 11.43 -2.55
5 22 10.28 7.14 3.14
6 3 1.4 2.5 -1.1
7 2 0.93 0.36 0.58
8 1 0.47 1.07 -0.6
10 4 1.87 0.71 1.15
15 7 3.27 nan nan

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2022-08-22T11:27:51.598362 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for Germany Count Percentage Percentage in 2018 Difference with previous year
0 2 0.97 2.12 -1.15
1 45 21.74 28.98 -7.24
2 69 33.33 33.92 -0.59
3 49 23.67 16.96 6.71
4 9 4.35 7.42 -3.07
5 15 7.25 4.95 2.3
7 3 1.45 0.35 1.1
8 2 0.97 0.35 0.61
9 1 0.48 nan nan
10 7 3.38 1.77 1.61
12 1 0.48 nan nan
15 1 0.48 0.35 0.13
18 1 0.48 nan nan
20 1 0.48 0.71 -0.22
50 1 0.48 nan nan

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2022-08-22T11:27:52.292887 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for Germany (without 95 percentile) Results in 2022 Results in 2018
count 204 281
mean 1.4 0.87
std 1.63 1.14
min 0 0
25% 0 0
50% 1 0
75% 2 1
max 10 4

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2022-08-22T11:27:53.868112 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:27:56.299464 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Netherlands

Developing code for others

Developing code for others for Netherlands Count Percentage Percentage in 2018 Difference with previous year
0 - Mostly me 7 11.11 5.56 5.56
1 8 12.7 12.96 -0.26
2 3 4.76 9.26 -4.5
3 9 14.29 24.07 -9.79
4 14 22.22 25.93 -3.7
5 - Mostly other people 22 34.92 22.22 12.7

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2022-08-22T11:27:57.046675 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for Netherlands Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 9 15.25 17.65 -2.39
Regularly change researcher(s) 34 57.63 52.94 4.69
Same researcher(s) 16 27.12 29.41 -2.29

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2022-08-22T11:27:57.390536 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for Netherlands Count Percentage Percentage in 2018 Difference with previous year
No 27 45.76 58.82 -13.06
Yes 32 54.24 41.18 13.06

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2022-08-22T11:27:57.756197 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for Netherlands Count Percentage Percentage in 2018 Difference with previous year
0 1 1.72 nan nan
1 9 15.52 16 -0.48
2 17 29.31 18 11.31
3 16 27.59 24 3.59
4 4 6.9 20 -13.1
5 7 12.07 6 6.07
6 1 1.72 6 -4.28
7 1 1.72 2 -0.28
8 1 1.72 2 -0.28
10 1 1.72 nan nan

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2022-08-22T11:27:58.235007 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for Netherlands Count Percentage Percentage in 2018 Difference with previous year
0 2 3.51 nan nan
1 15 26.32 24.49 1.83
2 20 35.09 40.82 -5.73
3 11 19.3 22.45 -3.15
4 3 5.26 4.08 1.18
5 3 5.26 4.08 1.18
7 1 1.75 2.04 -0.29
8 1 1.75 nan nan
10 1 1.75 nan nan

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2022-08-22T11:27:58.739915 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for Netherlands (without 95 percentile) Results in 2022 Results in 2018
count 55 47
mean 1.47 1.26
std 1.87 1.55
min 0 0
25% 0 0
50% 1 1
75% 2 2
max 7 5

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2022-08-22T11:27:59.555932 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:28:00.826753 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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New Zealand

Developing code for others

Developing code for others for New Zealand Count Percentage Percentage in 2018 Difference with previous year
0 - Mostly me 2 7.69 2.7 4.99
1 1 3.85 8.11 -4.26
2 4 15.38 16.22 -0.83
3 6 23.08 24.32 -1.25
4 5 19.23 16.22 3.01
5 - Mostly other people 8 30.77 32.43 -1.66

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2022-08-22T11:28:01.544889 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for New Zealand Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 6 23.08 8.82 14.25
Regularly change researcher(s) 13 50 41.18 8.82
Same researcher(s) 7 26.92 50 -23.08

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2022-08-22T11:28:01.886959 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for New Zealand Count Percentage Percentage in 2018 Difference with previous year
No 19 73.08 58.82 14.25
Yes 7 26.92 41.18 -14.25

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2022-08-22T11:28:02.146898 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for New Zealand Count Percentage Percentage in 2018 Difference with previous year
0 1 3.85 3.12 0.72
1 1 3.85 9.38 -5.53
2 6 23.08 21.88 1.2
3 7 26.92 31.25 -4.33
5 6 23.08 21.88 1.2
6 2 7.69 6.25 1.44
7 1 3.85 nan nan
10 1 3.85 nan nan
15 1 3.85 nan nan

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2022-08-22T11:28:02.631796 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for New Zealand Count Percentage Percentage in 2018 Difference with previous year
0 1 3.85 nan nan
1 9 34.62 39.39 -4.78
2 9 34.62 45.45 -10.84
3 5 19.23 3.03 16.2
4 1 3.85 nan nan
20 1 3.85 nan nan

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2022-08-22T11:28:03.083911 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for New Zealand (without 95 percentile) Results in 2022 Results in 2018
count 24 32
mean 1.4 1.08
std 1.57 1.23
min 0 0
25% 0 0
50% 1 1
75% 2 2
max 5 5

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2022-08-22T11:28:03.976377 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:28:05.089014 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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South Africa

Developing code for others

Developing code for others for South Africa Count Percentage Percentage in 2018 Difference with previous year
2 1 50 17.39 32.61
3 1 50 26.09 23.91

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2022-08-22T11:28:05.661650 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for South Africa Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 1 50 14.29 35.71
Regularly change researcher(s) 1 50 42.86 7.14

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2022-08-22T11:28:05.940354 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for South Africa Count Percentage Percentage in 2018 Difference with previous year
No 2 100 57.14 42.86

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2022-08-22T11:28:06.195437 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for South Africa Count Percentage Percentage in 2018 Difference with previous year
3 1 50 40 10
4 1 50 5 45

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2022-08-22T11:28:06.443928 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for South Africa Count Percentage Percentage in 2018 Difference with previous year
1 2 100 27.78 72.22

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2022-08-22T11:28:06.699796 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for South Africa (without 95 percentile) Results in 2022 Results in 2018
count 0 19
mean nan 2.08
std nan 1.51
min nan 0
25% nan 1
50% nan 2
75% nan 3
max nan 5

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2022-08-22T11:28:07.400997 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:28:08.280801 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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United Kingdom

Developing code for others

Developing code for others for United Kingdom Count Percentage Percentage in 2018 Difference with previous year
0 - Mostly me 12 7.36 5.51 1.85
1 12 7.36 11.44 -4.08
2 18 11.04 19.07 -8.02
3 36 22.09 15.68 6.41
4 39 23.93 17.37 6.55
5 - Mostly other people 46 28.22 30.93 -2.71

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2022-08-22T11:28:08.923565 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for United Kingdom Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 19 12.42 15.89 -3.47
Regularly change researcher(s) 81 52.94 38.79 14.16
Same researcher(s) 53 34.64 45.33 -10.69

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2022-08-22T11:28:09.288273 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for United Kingdom Count Percentage Percentage in 2018 Difference with previous year
No 73 47.71 51.4 -3.69
Yes 80 52.29 48.6 3.69

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2022-08-22T11:28:09.577299 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for United Kingdom Count Percentage Percentage in 2018 Difference with previous year
0 2 1.31 0.99 0.32
1 27 17.65 18.23 -0.58
2 42 27.45 23.15 4.3
3 32 20.92 24.63 -3.72
4 20 13.07 6.9 6.18
5 15 9.8 10.34 -0.54
6 3 1.96 5.42 -3.46
7 5 3.27 0.99 2.28
8 1 0.65 0.99 -0.33
10 2 1.31 3.94 -2.63
15 4 2.61 0.49 2.12

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2022-08-22T11:28:10.216101 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for United Kingdom Count Percentage Percentage in 2018 Difference with previous year
0 4 2.82 1.99 0.83
1 26 18.31 32.84 -14.53
1.2 1 0.7 nan nan
1.5 1 0.7 0.5 0.21
2 52 36.62 27.36 9.26
2.5 1 0.7 0.5 0.21
3 27 19.01 12.44 6.58
4 9 6.34 3.48 2.86
5 8 5.63 6.97 -1.33
6 3 2.11 3.98 -1.87
7 2 1.41 0.5 0.91
8 1 0.7 1.49 -0.79
10 6 4.23 2.49 1.74
100 1 0.7 nan nan

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2022-08-22T11:28:10.868060 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for United Kingdom (without 95 percentile) Results in 2022 Results in 2018
count 136 202
mean 1.92 2.36
std 1.96 2.59
min 0 0
25% 0 0
50% 1 2
75% 3 3
max 9 12

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2022-08-22T11:28:11.909300 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:28:13.837154 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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United States

Developing code for others

Developing code for others for United States Count Percentage Percentage in 2018 Difference with previous year
0 - Mostly me 6 4 2.04 1.96
1 10 6.67 10.88 -4.22
2 17 11.33 14.97 -3.63
3 33 22 16.33 5.67
4 31 20.67 21.09 -0.42
5 - Mostly other people 53 35.33 34.69 0.64

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2022-08-22T11:28:14.585674 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for United States Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 15 10.49 17.39 -6.9
Regularly change researcher(s) 63 44.06 34.06 10
Same researcher(s) 65 45.45 48.55 -3.1

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2022-08-22T11:28:14.904945 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for United States Count Percentage Percentage in 2018 Difference with previous year
No 62 43.36 49.28 -5.92
Yes 81 56.64 50.72 5.92

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2022-08-22T11:28:15.158195 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for United States Count Percentage Percentage in 2018 Difference with previous year
0 3 2.11 1.53 0.59
1 16 11.27 12.98 -1.71
2 27 19.01 28.24 -9.23
3 50 35.21 22.14 13.07
4 16 11.27 10.69 0.58
5 11 7.75 12.98 -5.23
6 4 2.82 3.82 -1
7 2 1.41 0.76 0.65
8 2 1.41 1.53 -0.12
10 4 2.82 3.05 -0.24
13 1 0.7 nan nan
15 6 4.23 nan nan

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2022-08-22T11:28:15.689237 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for United States Count Percentage Percentage in 2018 Difference with previous year
0 5 3.7 0.76 2.95
0.5 1 0.74 nan nan
1 24 17.78 25 -7.22
1.5 1 0.74 nan nan
2 30 22.22 31.06 -8.84
3 30 22.22 15.15 7.07
4 9 6.67 8.33 -1.67
5 12 8.89 9.09 -0.2
6 3 2.22 2.27 -0.05
7 3 2.22 0.76 1.46
8 4 2.96 0.76 2.21
10 6 4.44 3.03 1.41
12 1 0.74 0.76 -0.02
15 2 1.48 0.76 0.72
20 2 1.48 0.76 0.72
30 1 0.74 0.76 -0.02
32 1 0.74 nan nan

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2022-08-22T11:28:16.427483 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for United States (without 95 percentile) Results in 2022 Results in 2018
count 133 131
mean 1.67 1.59
std 2.02 1.97
min 0 0
25% 0 0
50% 1 1
75% 2 2
max 10 8

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2022-08-22T11:28:17.514866 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:28:19.357431 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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World

Developing code for others

Developing code for others for World Count Percentage Percentage in 2018 Difference with previous year
0 - Mostly me 72 7.67 6.83 0.83
1 105 11.18 13.47 -2.29
2 141 15.02 17.69 -2.67
3 187 19.91 18.19 1.72
4 187 19.91 17.89 2.03
5 - Mostly other people 247 26.3 25.93 0.37

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2022-08-22T11:28:20.114861 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Working with same researchers

Working with same researchers for World Count Percentage Percentage in 2018 Difference with previous year
Different researchers, same research group 133 15.63 17.13 -1.5
Regularly change researcher(s) 390 45.83 38.3 7.53
Same researcher(s) 328 38.54 44.57 -6.03

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2022-08-22T11:28:20.447834 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Part of dedicated group

Member of a dedicated group for World Count Percentage Percentage in 2018 Difference with previous year
No 402 47.24 49.78 -2.54
Yes 449 52.76 50.22 2.54

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2022-08-22T11:28:20.716152 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of projects

Number of software projects for World Count Percentage Percentage in 2018 Difference with previous year
0 17 2.04 1.53 0.5
1 133 15.93 16.27 -0.35
2 218 26.11 25.83 0.28
3 210 25.15 25 0.15
4 85 10.18 10.73 -0.55
5 88 10.54 10.5 0.04
6 17 2.04 3.54 -1.5
7 17 2.04 0.94 1.09
8 10 1.2 1.18 0.02
10 17 2.04 2.12 -0.09
13 1 0.12 nan nan
15 22 2.63 0.12 2.52

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2022-08-22T11:28:21.257971 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Number of software developers per projects for World Count Percentage Percentage in 2018 Difference with previous year
0 26 3.29 2.01 1.28
0.5 1 0.13 nan nan
1 193 24.4 31.29 -6.89
1.2 1 0.13 nan nan
1.5 2 0.25 0.24 0.02
2 231 29.2 29.75 -0.55
2.5 1 0.13 0.12 0.01
3 160 20.23 15.82 4.41
4 43 5.44 6.02 -0.59
5 56 7.08 6.02 1.06
6 9 1.14 2.48 -1.34
7 10 1.26 0.71 0.56
8 9 1.14 0.83 0.31
9 1 0.13 0.24 -0.11
10 24 3.03 2.01 1.03
12 2 0.25 0.24 0.02
15 5 0.63 0.47 0.16
18 1 0.13 nan nan
20 8 1.01 0.47 0.54
30 2 0.25 0.47 -0.22
32 1 0.13 nan nan
50 1 0.13 0.12 0.01
100 3 0.38 0.12 0.26
200 1 0.13 nan nan

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2022-08-22T11:28:22.184138 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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Training

Number of time per year providing training for World (without 95 percentile) Results in 2022 Results in 2018
count 197 38
mean 1.8 2.08
std 2.19 2.71
min 0 0
25% 0 0
50% 1 1
75% 3 3
max 10 12

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2022-08-22T11:28:23.263435 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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2022-08-22T11:28:25.300520 image/svg+xml Matplotlib v3.5.2, https://matplotlib.org/

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