{"id":389618,"url":"https://github.com/jfilter/clean-text","last_synced_at":"2026-10-25T00:31:43.239Z","repository":{"id":41512222,"uuid":"160742633","full_name":"jfilter/clean-text","owner":"jfilter","description":"🧹 Python package for text cleaning","archived":false,"fork":false,"pushed_at":"2026-05-15T10:07:33.000Z","size":323,"stargazers_count":1031,"open_issues_count":2,"forks_count":82,"subscribers_count":12,"default_branch":"main","last_synced_at":"2026-10-19T13:16:34.539Z","etag":null,"topics":["natural-language-processing","nlp","python","python-package","scraping","text-cleaning","text-normalization","text-preprocessing","user-generated-content"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jfilter.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"accessibility":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"claude":null,"gemini":null,"cursor":null,"copilot":null,"dco":null,"cla":null,"disclosure":null}},"created_at":"2018-12-06T22:54:15.000Z","updated_at":"2026-10-18T02:05:57.000Z","dependencies_parsed_at":"2026-10-12T10:42:56.092Z","dependency_job_id":null,"html_url":"https://github.com/jfilter/clean-text","commit_stats":null,"previous_names":[],"tags_count":10,"template":false,"template_full_name":null,"purl":"pkg:github/jfilter/clean-text","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfilter","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":344872684,"owners_count":38363272,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-10-03T21:59:58.778Z","status":"online","status_checked_at":"2026-10-19T02:00:06.414Z","response_time":53,"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"}},"owner":{"login":"jfilter","name":"Johannes Filter","uuid":"3450307","kind":"user","description":"CiviCRM, PHP, WordPress, Python, Data, Web, Scraping, NLP, PDFs, JavaScript, React","email":"","website":"johannesfilter.com","location":"Berlin","twitter":null,"company":"@civico-de","icon_url":"https://avatars.githubusercontent.com/u/3450307?u=dcec584adc5b2059caec4f68fb92f1cdf1430453\u0026v=4","repositories_count":115,"last_synced_at":"2026-10-18T09:00:24.958Z","metadata":{"has_sponsors_listing":false,"funding":null},"html_url":"https://github.com/jfilter","funding_links":[],"total_stars":4051,"followers":300,"following":266,"created_at":"2022-11-05T04:03:21.879Z","updated_at":"2026-10-18T09:00:24.975Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfilter","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfilter/repositories"},"packages":[{"id":2671598,"name":"clean-text","ecosystem":"pypi","description":"Functions to preprocess and normalize text.","homepage":null,"licenses":"Apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/jfilter/clean-text","keywords_array":["natural-language-processing","text-cleaning","text-preprocessing","text-normalization","user-generated-content"],"namespace":null,"versions_count":9,"first_release_published_at":"2019-04-24T20:19:53.000Z","latest_release_published_at":"2026-01-28T12:51:19.000Z","latest_release_number":"0.7.1","latest_published_release_number":"0.7.1","last_synced_at":"2026-10-23T21:03:27.328Z","created_at":"2022-04-10T10:21:48.952Z","updated_at":"2026-10-23T21:03:27.329Z","registry_url":"https://pypi.org/project/clean-text/","install_command":"pip install clean-text --index-url https://pypi.org/simple","documentation_url":"https://clean-text.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: Apache Software License","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.13","Programming Language :: Python :: 3.9"],"normalized_name":"clean-text","project_status":null},"repo_metadata":{"id":41512222,"uuid":"160742633","full_name":"jfilter/clean-text","owner":"jfilter","description":"🧹 Python package for text cleaning","archived":false,"fork":false,"pushed_at":"2026-05-15T10:07:33.000Z","size":323,"stargazers_count":1031,"open_issues_count":2,"forks_count":82,"subscribers_count":12,"default_branch":"main","last_synced_at":"2026-10-19T13:16:34.539Z","etag":null,"topics":["natural-language-processing","nlp","python","python-package","scraping","text-cleaning","text-normalization","text-preprocessing","user-generated-content"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jfilter.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"accessibility":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"claude":null,"gemini":null,"cursor":null,"copilot":null,"dco":null,"cla":null,"disclosure":null}},"created_at":"2018-12-06T22:54:15.000Z","updated_at":"2026-10-18T02:05:57.000Z","dependencies_parsed_at":"2026-10-12T10:42:56.092Z","dependency_job_id":null,"html_url":"https://github.com/jfilter/clean-text","commit_stats":null,"previous_names":[],"tags_count":10,"template":false,"template_full_name":null,"purl":"pkg:github/jfilter/clean-text","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfilter","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":344872684,"owners_count":38363272,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-10-03T21:59:58.778Z","status":"online","status_checked_at":"2026-10-19T02:00:06.414Z","response_time":53,"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"},"owner_record":{"login":"jfilter","name":"Johannes Filter","uuid":"3450307","kind":"user","description":"CiviCRM, PHP, WordPress, Python, Data, Web, Scraping, NLP, PDFs, JavaScript, React","email":"","website":"johannesfilter.com","location":"Berlin","twitter":null,"company":"@civico-de","icon_url":"https://avatars.githubusercontent.com/u/3450307?u=dcec584adc5b2059caec4f68fb92f1cdf1430453\u0026v=4","repositories_count":115,"last_synced_at":"2026-10-18T09:00:24.958Z","metadata":{"has_sponsors_listing":false,"funding":null},"html_url":"https://github.com/jfilter","funding_links":[],"total_stars":4051,"followers":300,"following":266,"created_at":"2022-11-05T04:03:21.879Z","updated_at":"2026-10-18T09:00:24.975Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfilter","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfilter/repositories"},"tags":[{"name":"v0.7.1","sha":"66e3377492a8aa572607d2fd335fb9c85096ddcd","kind":"commit","published_at":"2026-01-28T12:49:10.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/v0.7.1","html_url":"https://github.com/jfilter/clean-text/releases/tag/v0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@v0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/v0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/v0.7.1/manifests"},{"name":"v0.7.0","sha":"6da92e34b781049955adffcf3a64308cac4b200d","kind":"commit","published_at":"2026-01-28T00:31:51.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/v0.7.0","html_url":"https://github.com/jfilter/clean-text/releases/tag/v0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@v0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/v0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/v0.7.0/manifests"},{"name":"0.6.0","sha":"c22024c18f39c555f3e53f976caee636aae7f19f","kind":"tag","published_at":"2022-02-02T21:45:29.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.6.0","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.6.0/manifests"},{"name":"0.5.0","sha":"66921d3abd40cbee0c3163aa0d986f77cb32f623","kind":"tag","published_at":"2021-08-31T20:38:45.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.5.0","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.5.0/manifests"},{"name":"0.4.0","sha":"a1849c3ceb352f961d3af8f7c551a8e5a52ab0cb","kind":"tag","published_at":"2021-04-12T18:05:19.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.4.0","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.4.0/manifests"},{"name":"0.3.0","sha":"ba9f9e648684a06a4d61211c4882d5394038c323","kind":"tag","published_at":"2020-10-17T23:30:13.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.3.0","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.3.0/manifests"},{"name":"0.2.1","sha":"d32aa94ad20226aa3626aa000fb9454ec16c96ab","kind":"tag","published_at":"2020-07-24T20:40:41.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.2.1","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.2.1/manifests"},{"name":"0.2.0","sha":"a34f6c80c2ac674ee9dab953e22d82988c307d95","kind":"tag","published_at":"2020-07-24T20:34:19.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.2.0","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.2.0/manifests"},{"name":"0.1.1","sha":"357da86e6fddb545cabe99e3a7c5f8e85c4c300a","kind":"tag","published_at":"2019-04-24T20:32:34.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.1.1","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.1.1/manifests"},{"name":"0.1.0","sha":"4fd108bb636a911ba33d3e8fd368528cb76c198d","kind":"tag","published_at":"2019-04-24T16:40:33.000Z","download_url":"https://codeload.github.com/jfilter/clean-text/tar.gz/0.1.0","html_url":"https://github.com/jfilter/clean-text/releases/tag/0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/jfilter/clean-text@0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/tags/0.1.0/manifests"}]},"repo_metadata_updated_at":"2026-10-19T17:55:43.012Z","dependent_packages_count":15,"downloads":171371,"downloads_period":"last-month","dependent_repos_count":97,"rankings":{"downloads":1.182999998027018,"dependent_repos_count":1.5042178481574664,"dependent_packages_count":1.266954219168676,"stargazers_count":null,"forks_count":null,"docker_downloads_count":3.341847006529343,"average":1.8240047679706257},"purl":"pkg:pypi/clean-text","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/clean-text","docker_dependents_count":5,"docker_downloads_count":18708,"usage_url":"https://repos.ecosyste.ms/usage/pypi/clean-text","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/clean-text/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2026-10-19T08:04:29.662Z","issues_count":29,"pull_requests_count":12,"avg_time_to_close_issue":24974822.42105263,"avg_time_to_close_pull_request":3904001.8,"issues_closed_count":19,"pull_requests_closed_count":5,"pull_request_authors_count":10,"issue_authors_count":25,"avg_comments_per_issue":1.7586206896551724,"avg_comments_per_pull_request":0.5,"merged_pull_requests_count":2,"bot_issues_count":0,"bot_pull_requests_count":1,"past_year_issues_count":0,"past_year_pull_requests_count":3,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":96388.5,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.3333333333333333,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/issues","maintainers":[{"login":"jfilter","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jfilter"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/clean-text/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/clean-text/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/clean-text/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/clean-text/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/clean-text/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/clean-text/codemeta","maintainers":[{"uuid":"filter","login":"filter","name":null,"email":null,"url":null,"packages_count":14,"html_url":"https://pypi.org/user/filter/","role":null,"created_at":"2023-02-19T14:38:52.680Z","updated_at":"2023-02-19T14:38:52.680Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/filter/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":944572,"maintainers_count":406547,"namespaces_count":0,"keywords_count":326720,"github":"pypi","metadata":{"funded_packages_count":64113,"rate_limit":2},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-10-24T05:03:16.789Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":5114704,"full_name":"jfilter/clean-text","default_branch":"main","total_commits":105,"total_committers":7,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":15.0,"dds":0.07619047619047614,"past_year_total_commits":22,"past_year_total_committers":4,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":5.5,"past_year_dds":0.13636363636363635,"last_synced_at":"2026-10-23T21:03:19.473Z","last_synced_commit":"60b82cfad1c1df25c27a68131b066bb0c96f5f1d","created_at":"2024-11-11T10:14:03.963Z","updated_at":"2026-10-23T21:03:19.420Z","committers":[{"name":"Johannes Filter","email":"hi@jfilter.de","login":"jfilter","count":97},{"name":"Johannes Filter","email":"hi+github@jfilter.de","login":null,"count":3},{"name":"khaldon_MK","email":"mohamed.khaled33388@gmail.com","login":"khaldon","count":1},{"name":"jpfa1406","email":"49197663+jpfa1406","login":"jpfa1406","count":1},{"name":"Sadra Barikbin","email":"sadraqazvin1@yahoo.com","login":"sadra-barikbin","count":1},{"name":"Peter Schneider-Kamp","email":"petersk@imada.sdu.dk","login":"peter-sk","count":1},{"name":"Carlo Lepelaars","email":"info@carlolepelaars.nl","login":"CarloLepelaars","count":1}],"past_year_committers":[{"name":"Johannes Filter","email":"hi@jfilter.de","login":"jfilter","count":19},{"name":"khaldon_MK","email":"mohamed.khaled33388@gmail.com","login":"khaldon","count":1},{"name":"jpfa1406","email":"49197663+jpfa1406","login":"jpfa1406","count":1},{"name":"Carlo Lepelaars","email":"info@carlolepelaars.nl","login":"CarloLepelaars","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-10-25T00:00:19.066Z","repositories_count":8570357,"commits_count":1302985371,"contributors_count":59794394,"owners_count":1842986,"committers_count":3887443,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues":{"table":{"full_name":"jfilter/clean-text","html_url":"https://github.com/jfilter/clean-text","last_synced_at":"2026-10-23T21:03:24.313Z","status":null,"issues_count":29,"pull_requests_count":12,"avg_time_to_close_issue":24974822.42105263,"avg_time_to_close_pull_request":3904001.8,"issues_closed_count":19,"pull_requests_closed_count":5,"pull_request_authors_count":10,"issue_authors_count":25,"avg_comments_per_issue":1.7586206896551724,"avg_comments_per_pull_request":0.5,"merged_pull_requests_count":2,"bot_issues_count":0,"bot_pull_requests_count":1,"past_year_issues_count":0,"past_year_pull_requests_count":3,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":96388.5,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.3333333333333333,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"created_at":"2024-11-11T10:14:06.851Z","updated_at":"2026-10-23T21:03:24.313Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fclean-text/issues","issue_labels_count":{"table":{"enhancement":2}},"pull_request_labels_count":{"table":{"dependencies":1}},"issue_author_associations_count":{"table":{"NONE":26,"OWNER":2,"CONTRIBUTOR":1}},"pull_request_author_associations_count":{"table":{"NONE":10,"CONTRIBUTOR":2}},"issue_authors":{"table":{"cod3licious":4,"jfilter":2,"jcontd":1,"GuodongFan":1,"statisticsguru1":1,"widedM":1,"ViliamVadocz":1,"Jess0-0":1,"lemon234071":1,"CarloLepelaars":1,"RazzerDE":1,"j-adamczyk":1,"oscarso2000":1,"BhuiyanMH":1,"AssassinTee":1,"jdvala":1,"sasi2400":1,"jpfa1406":1,"sadra-barikbin":1,"jgbrainstorm":1,"ArjunSarihyan":1,"villmow":1,"spookyuser":1,"calebchiam":1,"ogabrielluiz":1}},"pull_request_authors":{"table":{"jpfa1406":2,"chitraksen":2,"stellarissss":1,"calebchiam":1,"inquilabee":1,"sadra-barikbin":1,"peter-sk":1,"dependabot[bot]":1,"CarloLepelaars":1,"khaldon":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-10-25T00:00:09.564Z","repositories_count":18200759,"issues_count":49059285,"pull_requests_count":151057828,"authors_count":12105913,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"}},"past_year_issue_labels_count":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{}},"past_year_pull_request_author_associations_count":{"table":{"NONE":2,"CONTRIBUTOR":1}},"past_year_issue_authors":{"table":{}},"past_year_pull_request_authors":{"table":{"inquilabee":1,"khaldon":1,"stellarissss":1}},"maintainers":[{"table":{"login":"jfilter","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jfilter"}}],"active_maintainers":[]}},"events":{"total":{"CreateEvent":1,"DeleteEvent":1,"ForkEvent":3,"IssueCommentEvent":3,"IssuesEvent":2,"PullRequestEvent":2,"PushEvent":11,"ReleaseEvent":1,"WatchEvent":48},"last_year":{"CreateEvent":1,"DeleteEvent":1,"ForkEvent":1,"IssueCommentEvent":3,"IssuesEvent":2,"PullRequestEvent":2,"PushEvent":11,"ReleaseEvent":1,"WatchEvent":3}},"keywords":["natural-language-processing","nlp","python","python-package","scraping","text-cleaning","text-normalization","text-preprocessing","user-generated-content"],"dependencies":[{"ecosystem":"pypi","filepath":"poetry.lock","sha":null,"kind":"lockfile","created_at":"2022-08-10T02:35:21.170Z","updated_at":"2022-08-10T02:35:21.170Z","repository_link":"https://github.com/jfilter/clean-text/blob/main/poetry.lock","dependencies":[{"id":995268137,"package_name":"astroid","ecosystem":"pypi","requirements":"2.9.3","direct":false,"kind":"develop","optional":false},{"id":995268138,"package_name":"atomicwrites","ecosystem":"pypi","requirements":"1.4.0","direct":false,"kind":"develop","optional":false},{"id":995268139,"package_name":"attrs","ecosystem":"pypi","requirements":"21.4.0","direct":false,"kind":"develop","optional":false},{"id":995268140,"package_name":"black","ecosystem":"pypi","requirements":"21.12b0","direct":false,"kind":"develop","optional":false},{"id":995268141,"package_name":"click","ecosystem":"pypi","requirements":"8.0.3","direct":false,"kind":"develop","optional":false},{"id":995268142,"package_name":"colorama","ecosystem":"pypi","requirements":"0.4.4","direct":false,"kind":"develop","optional":false},{"id":995268143,"package_name":"emoji","ecosystem":"pypi","requirements":"1.6.3","direct":false,"kind":"runtime","optional":false},{"id":995268144,"package_name":"ftfy","ecosystem":"pypi","requirements":"6.0.3","direct":false,"kind":"runtime","optional":false},{"id":995268145,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"4.10.1","direct":false,"kind":"develop","optional":false},{"id":995268146,"package_name":"iniconfig","ecosystem":"pypi","requirements":"1.1.1","direct":false,"kind":"develop","optional":false},{"id":995268147,"package_name":"isort","ecosystem":"pypi","requirements":"4.3.21","direct":false,"kind":"develop","optional":false},{"id":995268148,"package_name":"joblib","ecosystem":"pypi","requirements":"1.1.0","direct":false,"kind":"runtime","optional":false},{"id":995268149,"package_name":"lazy-object-proxy","ecosystem":"pypi","requirements":"1.7.1","direct":false,"kind":"develop","optional":false},{"id":995268150,"package_name":"mccabe","ecosystem":"pypi","requirements":"0.6.1","direct":false,"kind":"develop","optional":false},{"id":995268151,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"0.4.3","direct":false,"kind":"develop","optional":false},{"id":995268152,"package_name":"numpy","ecosystem":"pypi","requirements":"1.21.1","direct":false,"kind":"runtime","optional":false},{"id":995268153,"package_name":"packaging","ecosystem":"pypi","requirements":"21.3","direct":false,"kind":"develop","optional":false},{"id":995268154,"package_name":"pandas","ecosystem":"pypi","requirements":"1.1.5","direct":false,"kind":"runtime","optional":false},{"id":995268155,"package_name":"pathspec","ecosystem":"pypi","requirements":"0.9.0","direct":false,"kind":"develop","optional":false},{"id":995268156,"package_name":"platformdirs","ecosystem":"pypi","requirements":"2.4.1","direct":false,"kind":"develop","optional":false},{"id":995268157,"package_name":"pluggy","ecosystem":"pypi","requirements":"1.0.0","direct":false,"kind":"develop","optional":false},{"id":995268158,"package_name":"py","ecosystem":"pypi","requirements":"1.11.0","direct":false,"kind":"develop","optional":false},{"id":995268159,"package_name":"pylint","ecosystem":"pypi","requirements":"2.12.2","direct":false,"kind":"develop","optional":false},{"id":995268160,"package_name":"pyparsing","ecosystem":"pypi","requirements":"3.0.7","direct":false,"kind":"develop","optional":false},{"id":995268161,"package_name":"pytest","ecosystem":"pypi","requirements":"6.2.5","direct":false,"kind":"develop","optional":false},{"id":995268162,"package_name":"python-dateutil","ecosystem":"pypi","requirements":"2.8.2","direct":false,"kind":"runtime","optional":false},{"id":995268163,"package_name":"pytz","ecosystem":"pypi","requirements":"2021.3","direct":false,"kind":"runtime","optional":false},{"id":995268164,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"1.0.2","direct":false,"kind":"runtime","optional":false},{"id":995268165,"package_name":"scipy","ecosystem":"pypi","requirements":"1.6.1","direct":false,"kind":"runtime","optional":false},{"id":995268166,"package_name":"six","ecosystem":"pypi","requirements":"1.16.0","direct":false,"kind":"runtime","optional":false},{"id":995268167,"package_name":"threadpoolctl","ecosystem":"pypi","requirements":"3.0.0","direct":false,"kind":"runtime","optional":false},{"id":995268168,"package_name":"toml","ecosystem":"pypi","requirements":"0.10.2","direct":false,"kind":"develop","optional":false},{"id":995268169,"package_name":"tomli","ecosystem":"pypi","requirements":"1.2.3","direct":false,"kind":"develop","optional":false},{"id":995268170,"package_name":"typed-ast","ecosystem":"pypi","requirements":"1.5.2","direct":false,"kind":"develop","optional":false},{"id":995268171,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"4.0.1","direct":false,"kind":"develop","optional":false},{"id":995268172,"package_name":"unidecode","ecosystem":"pypi","requirements":"1.3.2","direct":false,"kind":"runtime","optional":false},{"id":995268173,"package_name":"wcwidth","ecosystem":"pypi","requirements":"0.2.5","direct":false,"kind":"runtime","optional":false},{"id":995268174,"package_name":"wrapt","ecosystem":"pypi","requirements":"1.13.3","direct":false,"kind":"develop","optional":false},{"id":995268175,"package_name":"zipp","ecosystem":"pypi","requirements":"3.7.0","direct":false,"kind":"develop","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2022-08-10T02:35:21.417Z","updated_at":"2022-08-10T02:35:21.417Z","repository_link":"https://github.com/jfilter/clean-text/blob/main/pyproject.toml","dependencies":[{"id":995271948,"package_name":"emoji","ecosystem":"pypi","requirements":"^1.0.0","direct":true,"kind":"runtime","optional":false},{"id":995271949,"package_name":"ftfy","ecosystem":"pypi","requirements":"^6.0","direct":true,"kind":"runtime","optional":false},{"id":995271950,"package_name":"pandas","ecosystem":"pypi","requirements":"^1.0.0","direct":true,"kind":"runtime","optional":false},{"id":995271951,"package_name":"python","ecosystem":"pypi","requirements":"\u003e=3.7","direct":true,"kind":"runtime","optional":false},{"id":995271952,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"^1.0.0","direct":true,"kind":"runtime","optional":false},{"id":995271953,"package_name":"unidecode","ecosystem":"pypi","requirements":"^1.1.1","direct":true,"kind":"runtime","optional":false},{"id":995271954,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":995271955,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":995271956,"package_name":"pylint","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":995271957,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":995271958,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":995271959,"package_name":"unidecode","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test.yml","sha":null,"kind":"manifest","created_at":"2024-01-21T03:59:04.902Z","updated_at":"2024-01-21T03:59:04.902Z","repository_link":"https://github.com/jfilter/clean-text/blob/main/.github/workflows/test.yml","dependencies":[{"id":15732119298,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":15732119299,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":15732119300,"package_name":"Gr1N/setup-poetry","ecosystem":"actions","requirements":"v7","direct":true,"kind":"composite","optional":false},{"id":15732119301,"package_name":"actions/cache","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]}],"score":21.041948274273324,"created_at":"2026-10-06T11:20:37.762Z","updated_at":"2026-10-25T00:31:43.239Z","avatar_url":"https://github.com/jfilter.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/389618","html_url":"https://summary.ecosyste.ms/projects/389618"}