Is Perceived Gender Related to Contributions and Standing in Open-Source Software Projects?

— Gender-Neutral Results

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Table 1. Results of comparing the coreness values of gender-neutral developers to those of men. A * means that the result is statistically significant with a significance level of 5%.
Project Cochange Eigenvector Cochange Hierarchy Issue Eigenvector Issue Hierarchy
Angular0.9150.370*0.174
Atom0.1960.1510.3580.079
Bootstrap0.035*0.5160.0570.147
Cookiecutter0.090.2520.5050.378
dbatools0.2770.3440.5550.689
Deno0.2040.1460.8650.742
Electron0.039*0.10.5620.58
Ghost0.8760.8240.8090.858
Keras0.4980.7710.730.608
Moby0.4740.1920.3910.529
Nextcloud0.6390.4360.6540.682
Next.js0.6730.4440.750.431
React0.3560.4250.1650*
Redux0.4880.4690.7860.838
Reveal.js0.2960.2550.4560.472
TensorFlow0.2660.8670.0720.978
Three.js0.3720.2390.3720.401
TypeScript0.4010.4710.590.377
VS Code0.3150.790.7830.255
Vue0.5240.0920.2790.388
Table 2. Results of comparing the coreness values of gender-neutral developers to those of women. A * means that the result is statistically significant with a significance level of 5%.
Project Cochange Eigenvector Cochange Hierarchy Issue Eigenvector Issue Hierarchy
Angular0.990.2240.2190.451
Atom0.5960.4790.001*0.201
Bootstrap0.2220.8890.2370.706
Cookiecutter0.1430.7860.140.207
dbatools110.3690.516
Deno0.2750.330.2020.077
Electron0.028*0.1060.6170.257
Ghost0.6960.8720.9110.931
Keras0.2090.5420.1340.134
Moby0.6270.9050.1660.04*
Nextcloud0.4710.4710.7320.77
Next.js0.350.8580.017*0.023*
React0.1860.1630.5150.597
Redux0.9310.6620.01*0.027*
Reveal.js0.5480.750.7330.988
TensorFlow0.830.0780*0.348
Three.js0.3630.1290.004*0.151
TypeScript0.6450.6590.3690.097
VS Code0.5210.4990.011*0.611
Vue0.50.2220.1170.03*