{"id":20681496,"url":"https://github.com/cizodevahm/recommendation-system-on-imdb","last_synced_at":"2026-03-09T01:32:58.301Z","repository":{"id":255157779,"uuid":"848713599","full_name":"cizodevahm/Recommendation-System-On-IMDB","owner":"cizodevahm","description":"This repository contains a Jupyter notebook that demonstrates the creation of a content-based movie recommendation system using Natural Language Processing (NLP) in Python.","archived":false,"fork":false,"pushed_at":"2024-08-28T09:27:33.000Z","size":31,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-27T04:33:04.221Z","etag":null,"topics":["imdb","language-processing","nlp","recommendation-system"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cizodevahm.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,"publiccode":null,"codemeta":null}},"created_at":"2024-08-28T09:13:39.000Z","updated_at":"2025-06-25T08:43:19.000Z","dependencies_parsed_at":"2024-08-28T10:43:32.579Z","dependency_job_id":"92140085-99ec-471f-8acd-50adca09edaa","html_url":"https://github.com/cizodevahm/Recommendation-System-On-IMDB","commit_stats":null,"previous_names":["cizodevahm/recommendation-system-on-imdb"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cizodevahm/Recommendation-System-On-IMDB","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cizodevahm%2FRecommendation-System-On-IMDB","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cizodevahm%2FRecommendation-System-On-IMDB/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cizodevahm%2FRecommendation-System-On-IMDB/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cizodevahm%2FRecommendation-System-On-IMDB/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cizodevahm","download_url":"https://codeload.github.com/cizodevahm/Recommendation-System-On-IMDB/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cizodevahm%2FRecommendation-System-On-IMDB/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30279777,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-08T20:45:49.896Z","status":"ssl_error","status_checked_at":"2026-03-08T20:45:49.525Z","response_time":56,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":["imdb","language-processing","nlp","recommendation-system"],"created_at":"2024-11-16T22:11:05.026Z","updated_at":"2026-03-09T01:32:58.276Z","avatar_url":"https://github.com/cizodevahm.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Recommendation-System-On-IMDB\nThis repository contains a Jupyter notebook that demonstrates the creation of a content-based movie recommendation system using Natural Language Processing (NLP) in Python.\n\n# Overview\nThis project is based on Emma Grimaldi’s tutorial on building a content-based movie recommender system. The system suggests movies based on user interests by analyzing movie descriptions and finding similar content.\n\n# Features\n### Content-Based Filtering: \nRecommends movies similar to those the user likes.\n### NLP Techniques: \nUtilizes Python’s NLP libraries to process and analyze movie descriptions.\n### Interactive Jupyter Notebook:\nProvides a step-by-step guide and code implementation.\n\n# Installation\n 1. Clone the repository:\n    ```bash\n    git clone https://github.com/cizodevahm/Recommendation-System-On-IMDB.git\n    ```\n2. Navigate to the project directory:\n   ```bash\n   cd cizodevahm/Recommendation-System-On-IMDB\n   ```\n  \n3. Install the required dependencies:\n   ```bash\n   pip install pandas rake-nltk numpy scikit-learn\n    ```\n   \n# Usage\n 1. Open the Jupyter notebook:\n    ```bash\n    jupyter notebook NLP_Recommendation_System.ipynb\n    ```\n2. Follow the instructions in the notebook to run the code cells and build the recommendation system.\n\n# Contributing\nContributions are welcome! Please feel free to submit a Pull Request.\n\n# License\nThis project is licensed under the GPL-3.0 license.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcizodevahm%2Frecommendation-system-on-imdb","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcizodevahm%2Frecommendation-system-on-imdb","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcizodevahm%2Frecommendation-system-on-imdb/lists"}