{"id":19152478,"url":"https://github.com/gesiscss/inequality","last_synced_at":"2026-06-17T04:32:00.874Z","repository":{"id":211931125,"uuid":"102763562","full_name":"gesiscss/inequality","owner":"gesiscss","description":"Individual and gender inequality in computer science: A career study of cohorts from 1970 to 2000","archived":false,"fork":false,"pushed_at":"2023-12-13T14:07:29.000Z","size":130453,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-02-22T21:15:00.354Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gesiscss.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-09-07T16:59:04.000Z","updated_at":"2023-12-11T13:27:02.000Z","dependencies_parsed_at":"2023-12-13T12:43:50.471Z","dependency_job_id":"febff27f-107e-4f9b-8deb-b3933b383d32","html_url":"https://github.com/gesiscss/inequality","commit_stats":null,"previous_names":["gesiscss/inequality"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/gesiscss/inequality","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Finequality","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Finequality/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Finequality/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Finequality/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gesiscss","download_url":"https://codeload.github.com/gesiscss/inequality/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Finequality/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34434492,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-17T02:00:05.408Z","response_time":127,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-09T08:18:03.731Z","updated_at":"2026-06-17T04:32:00.852Z","avatar_url":"https://github.com/gesiscss.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Individual and gender inequality in computer science: A career study of cohorts from 1970 to 2000\n\nThis repository houses the code to fully reproduce the study by Lietz et al. (forthcoming). Read the preprint [here](https://arxiv.org/abs/2311.04559).\n\n## Computational environment\n\nThe code is developed for the Python and package versions specified in the [environment](environment.yml) file. To guarantee reproducibility, you can set up a local environment by following these steps:\n\n1. Install the [Anaconda Distribution](https://www.anaconda.com/download)\n2. Download the [environment](environment.yml) file into your user directory\n3. In your user directory, run this command to set up a local environment: `conda env create -f environment.yml`\n4. Activate this environment to work with it: `conda activate inequality`\n\nYou can also run this code in the cloud by clicking on this button:\n\n[![Binder](https://mybinder.org/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/inequality/HEAD)\n\nA docker image is [here](https://hub.docker.com/r/gesiscss/binder-r2d-g5b5b759-gesiscss-2dinequality-d3a6f4).\n\n## Execution\n\nTo reproduce the study, first execute the [preprocessing](code/1_preprocessing.ipynb) notebook. This will write files. Once these files are written, you can execute the other notebooks to produce all figures and tables in the paper.\n\n## References\n\nThis is the study that is getting reproduced:\n\n```\n@article{lietz_individual_forthcoming,\n  author={Haiko Lietz and Mohsen Jadidi and Daniel Kostic and Milena Tsvetkova and Claudia Wagner},\n  title={Individual and gender inequality in computer science: {A} career study of cohorts from 1970 to 2000},\n  journal={Quantitative Science Studies},\n  year={forthcoming}\n}\n```\n\nThis is the data used in the study:\n\n```\n@misc{lietz_computer_2023,\nauthor = {Haiko Lietz and Mohsen Jadidi and Daniel Kostic and Claudia Wagner},\ntitle = {Computer Science (1970-2014)},\nyear = {2023},\nhowpublished = {GESIS, K{\\\"o}ln. Data file version 1.0.0, https://doi.org/10.7802/2642},\ndoi = {10.7802/2642}\n}\n```\n\nPlease cite this code repository as follows:\n\n```\n@misc{kostic_inequality_2023,\n  author = {Daniel Kostic and Haiko Lietz and Mohsen Jadidi and Claudia Wagner},\n  title = {Individual and gender inequality in computer science: {A} career study of cohorts from 1970 to 2000},\n  year = {2023},\n  publisher = {GitHub},\n  howpublished = {\\url{https://github.com/gesiscss/inequality/}}\n}\n```\n\n## License\n\nCreative Commons Attribution 4.0 International (CC BY 4.0)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgesiscss%2Finequality","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgesiscss%2Finequality","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgesiscss%2Finequality/lists"}