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https://github.com/chrisgrieser/apuz-gender-analyzer

Analysis of the genders of the authors at the German journal "Aus Politik und Zeitgeschichte" (APuZ)

https://github.com/chrisgrieser/apuz-gender-analyzer

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.4%) to scientific vocabulary

Keywords

data-science gender-classification
Last synced: 9 months ago · JSON representation

Repository

Analysis of the genders of the authors at the German journal "Aus Politik und Zeitgeschichte" (APuZ)

Basic Info
  • Host: GitHub
  • Owner: chrisgrieser
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 383 KB
Statistics
  • Stars: 2
  • Watchers: 3
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
data-science gender-classification
Created over 2 years ago · Last pushed 11 months ago
Metadata Files
Readme

README.md

Name Gender analyzer

Analysis of names by gender.

Table of Content

Usage

Setup

  1. Clone the repo.
  2. Run make init in the terminal to set up the virtual environment and install the dependencies
  3. You might need to restart your editor.

Technical procedure

  1. Scrap names from APuZ.
  2. Get list of names.
  3. Parse names into required format.
  4. Assign gender to every name. https://genderize.io/
  5. Calculate percentage of genders.
  6. Display results.

Technical Implementation

database caching

To-do

Short list

  • [ ] Reduce number of API calls by caching first name data
  • [ ] Analyze all Annual Registers (instead of small sample)
  • [ ] Analyze data by year
  • [ ] Plot data in a time series graph
  • [ ] Detect and factor in co-authorship
  • [ ] Investigate correlation between topics and gender of the author

Roadmap (long term)

  • [ ] Scrape all data before 2011
  • [ ] Publish new data periodically via Mastodon
  • [ ] Describe project results in a blog post

Data

Articles

txt https://www.bpb.de/shop/zeitschriften/apuz/1953-2023/520827/stalins-tod-und-das-ende-der-allmacht/ https://www.bpb.de/shop/zeitschriften/apuz/1953-2023/520821/editorial/

Issues

```txt https://www.bpb.de/shop/zeitschriften/apuz/archiv/524414/apuz-47-1953/ https://www.bpb.de/shop/zeitschriften/apuz/archiv/524422/apuz-49-1953/ https://www.bpb.de/shop/zeitschriften/apuz/archiv/524430/apuz-50-1953/ https://www.bpb.de/shop/zeitschriften/apuz/archiv/524436/apuz-51-1953/ https://www.bpb.de/shop/zeitschriften/apuz/archiv/524443/apuz-1-1954/ https://www.bpb.de/shop/zeitschriften/apuz/archiv/524449/apuz-2-1954/ https://www.bpb.de/shop/zeitschriften/apuz/archiv/525715/aus-politik-und-zeitgeschichte-1959/

https://www.bpb.de/shop/zeitschriften/apuz/archiv/531460/apuz-2-1980/

2010 https://www.bpb.de/shop/zeitschriften/apuz/32275/armut-in-deutschland/

2012 https://www.bpb.de/shop/zeitschriften/apuz/151293/weltuntergang/

https://www.bpb.de/shop/zeitschriften/apuz/diskurskultur-2023/ ```

Annual Registers

only available for 2011-2022

txt https://www.bpb.de/system/files/dokument_pdf/APuZ_2011-Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2012-Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2013-Jahresregister_online_0.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2014_Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2015_Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2016_Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2017_Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2018_Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2019_Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2020_Jahresregister_online.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2021_Jahresregister_Umbruch_v3.pdf https://www.bpb.de/system/files/dokument_pdf/APuZ_2022-Jahresregister_online.pdf

Sitemaps

Are apparently incomplete, therefore not using this.

bash curl "https://www.bpb.de/sitemap.xml?page=1" > sitemap1.xml curl "https://www.bpb.de/sitemap.xml?page=2" > sitemap2.xml

Owner

  • Name: Chris Grieser
  • Login: chrisgrieser
  • Kind: user
  • Location: Berlin, Germany
  • Company: Technical University of Berlin

Researcher in sociology & software developer

GitHub Events

Total
  • Push event: 2
Last Year
  • Push event: 2

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 36
  • Total Committers: 2
  • Avg Commits per committer: 18.0
  • Development Distribution Score (DDS): 0.083
Past Year
  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Chris Grieser 7****r 33
jk h****e 3

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Dependencies

pyproject.toml pypi
requirements.txt pypi
  • genderize *