{"id":19416902,"url":"https://github.com/jocelynvelarde/moviematch","last_synced_at":"2026-05-05T10:35:46.923Z","repository":{"id":222310100,"uuid":"756881090","full_name":"JocelynVelarde/MovieMatch","owner":"JocelynVelarde","description":"Select 3 movies and we will provide you with our recommendation using K-means. Type in how you felt and we will take that into consideration for future instances.","archived":false,"fork":false,"pushed_at":"2024-02-15T17:56:40.000Z","size":11515,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-07T17:17:27.610Z","etag":null,"topics":["gsheets","kmeans","machine-learning","openai","sentiment-analysis","streamlit"],"latest_commit_sha":null,"homepage":"https://movierecc.streamlit.app/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/JocelynVelarde.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2024-02-13T13:47:43.000Z","updated_at":"2024-02-15T05:14:27.000Z","dependencies_parsed_at":"2024-02-13T15:44:15.467Z","dependency_job_id":null,"html_url":"https://github.com/JocelynVelarde/MovieMatch","commit_stats":null,"previous_names":["jocelynvelarde/moviematch"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JocelynVelarde%2FMovieMatch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JocelynVelarde%2FMovieMatch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JocelynVelarde%2FMovieMatch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JocelynVelarde%2FMovieMatch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/JocelynVelarde","download_url":"https://codeload.github.com/JocelynVelarde/MovieMatch/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240595150,"owners_count":19826331,"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":["gsheets","kmeans","machine-learning","openai","sentiment-analysis","streamlit"],"created_at":"2024-11-10T13:06:10.382Z","updated_at":"2026-05-05T10:35:46.884Z","avatar_url":"https://github.com/JocelynVelarde.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Movie Matcher with Sentiment Analysis 🚀\n\nWe decided to explore the recommendation of movies with a K cluster ML system by taking the tags of movies such as ratings, directors, and actors and determining the audiences that coincide with the systems. This is done with a database from tmbd that contains data from around 5,000 movies.\n\n\u003cimg src=\"https://github.com/JocelynVelarde/MovieMatch/assets/70779495/d5da2595-d429-41ef-8bdc-77838e1a26e5\" alt=\"safenav profile\" width=\"500\" height=\"400\"\u003e\n\n## Authors\n\n- [@JocelynVelarde](https://github.com/JocelynVelarde)\n- [@Diego785xd](https://github.com/Diego785xd)\n\n\n## Features\n\n- Select 3 movies from our database\n- Movie recommendation using ML Algorithm kmeans\n- Implements LLMs to filter requests and provide feedback data\n- Light and Dark mode enabled\n- Available in all devices\n\n\n## Structure\n```bash\nstreamlit_app \n├─ home.py\n├─ .streamlit\n│   └─ secrets.toml\n│   └─ gcloud.json\n├─ algorithms\n|  └─ movie_model.pkl\n|  └─ moviesPredictor.py\n├─ api\n├─ assets\n│  └─ files\n│  └─ images\n├─ pages\n│  └─ report_bug.py\n│  └─ match.py\n└─ requirements.txt\n```\n\n## Tools\n\n- OpenAI API\n- Streamlit\n- Google Sheets API\n- scipy\n\nDeployed with: Streamlit Cloud\n\n## Demo\n\n[YouTube](https://www.youtube.com/watch?v=M9DtZs3MAUk\u0026t=4s)\n\n\n## License\n\n[MIT](https://choosealicense.com/licenses/mit/)\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjocelynvelarde%2Fmoviematch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjocelynvelarde%2Fmoviematch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjocelynvelarde%2Fmoviematch/lists"}