{"id":23244707,"url":"https://github.com/ma-fi-94/letters","last_synced_at":"2026-05-06T20:31:47.992Z","repository":{"id":204742208,"uuid":"418113144","full_name":"Ma-Fi-94/letters","owner":"Ma-Fi-94","description":"An 'end to end' data science project analysing the letters between two German poets. Includes a simple scraper for getting raw data, data cleaning, preprocessing, analysis and visualisation.","archived":false,"fork":false,"pushed_at":"2022-10-17T16:10:55.000Z","size":5139,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-12T06:24:26.731Z","etag":null,"topics":["bag-of-words","beautifulsoup4","data-science","goethe","jupyter-notebook","keras","keras-tensorflow","letters","natural-language-processing","python3","schiller","web-scraping"],"latest_commit_sha":null,"homepage":"https://mmfischer.de/003_letters/003_letters.html","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/Ma-Fi-94.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":"2021-10-17T11:48:05.000Z","updated_at":"2022-10-17T16:10:58.000Z","dependencies_parsed_at":null,"dependency_job_id":"56ad55f7-6927-45d1-8a82-a8f037dc5f82","html_url":"https://github.com/Ma-Fi-94/letters","commit_stats":null,"previous_names":["ma-fi-94/letters"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ma-Fi-94%2Fletters","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ma-Fi-94%2Fletters/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ma-Fi-94%2Fletters/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ma-Fi-94%2Fletters/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ma-Fi-94","download_url":"https://codeload.github.com/Ma-Fi-94/letters/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247415967,"owners_count":20935387,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["bag-of-words","beautifulsoup4","data-science","goethe","jupyter-notebook","keras","keras-tensorflow","letters","natural-language-processing","python3","schiller","web-scraping"],"created_at":"2024-12-19T07:10:29.948Z","updated_at":"2026-05-06T20:31:42.947Z","avatar_url":"https://github.com/Ma-Fi-94.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Letters\nA small data science project I just started to work on for fun, analysing the letters between two famous German poets -- J. W. v. Goethe and J. C. F. v. Schiller :).\n\n# Contents\n- scrape.py downloads 14 HTML files from Projekt Gutenberg (www.projekt-gutenberg.org) containing ~1000 letters exchanged between between Goethe and Schiller.\n- preprocess.py extracts all letter numbers, letter writers and letter contents from the raw HTML files, and writes them to one single CSV file. This will be used for further analysis\n- all_letters.csv is this CSV file\n- The jupyter notebooks show the results of the analyses.\n\n# Writeup\nA writeup of the analyses and results can be found on my blog: https://mmfischer.de/003_letters/003_letters.html\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fma-fi-94%2Fletters","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fma-fi-94%2Fletters","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fma-fi-94%2Fletters/lists"}