{"id":25186061,"url":"https://github.com/chiraag-kakar/psa","last_synced_at":"2025-05-07T14:26:31.829Z","repository":{"id":186795095,"uuid":"277068478","full_name":"chiraag-kakar/PSA","owner":"chiraag-kakar","description":"A comprehensive analysis of the Android app market by comparing over ten thousand apps in Google Play across different categories and look for meaningful insights .","archived":false,"fork":false,"pushed_at":"2020-07-19T07:06:01.000Z","size":2178,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-03-31T10:51:25.406Z","etag":null,"topics":["android-application","comprehensive-analysis","insights","machine-learning-algorithms","market","meaningful-insights","playstore","project","sentiment","sentiment-analysis"],"latest_commit_sha":null,"homepage":"https://chiraag-kakar.github.io/PSA","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/chiraag-kakar.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}},"created_at":"2020-07-04T08:15:50.000Z","updated_at":"2022-01-24T13:50:48.000Z","dependencies_parsed_at":null,"dependency_job_id":"1926970e-da0b-48bc-b467-cbc349d2dd95","html_url":"https://github.com/chiraag-kakar/PSA","commit_stats":null,"previous_names":["chiraag-kakar/psa"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chiraag-kakar%2FPSA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chiraag-kakar%2FPSA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chiraag-kakar%2FPSA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chiraag-kakar%2FPSA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/chiraag-kakar","download_url":"https://codeload.github.com/chiraag-kakar/PSA/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252894030,"owners_count":21820913,"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":["android-application","comprehensive-analysis","insights","machine-learning-algorithms","market","meaningful-insights","playstore","project","sentiment","sentiment-analysis"],"created_at":"2025-02-09T19:41:42.434Z","updated_at":"2025-05-07T14:26:31.803Z","avatar_url":"https://github.com/chiraag-kakar.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Playstore Sentiment Analysis\n\nA comprehensive analysis of the Android app market by comparing over ten thousand apps in Google Play across different categories and look for meaningful insights .\nThese insights will help in devising strategies to drive growth and retention.\n\n# Data\nThe data for this project was scraped from the Google Play website.\n\n## Data description\nThe data files are as follows:\n* apps.csv: contains all the details of the applications on Google Play. There are 13 features that describe a given app.\n* user_reviews.csv: contains 100 reviews for each app, most helpful first. The text in each review has been pre-processed and attributed with three new features: Sentiment (Positive, Negative or Neutral), Sentiment Polarity and Sentiment Subjectivity.\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details\n\n## Acknowledgments\n\n* DataCamp\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchiraag-kakar%2Fpsa","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchiraag-kakar%2Fpsa","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchiraag-kakar%2Fpsa/lists"}