{"id":25832752,"url":"https://github.com/ompreetham/nlp-sentiment-analysis-document-scoring-method","last_synced_at":"2025-12-31T01:11:15.503Z","repository":{"id":239891551,"uuid":"792509959","full_name":"OmPreetham/nlp-sentiment-analysis-document-scoring-method","owner":"OmPreetham","description":"NLP Sentiment Analysis Document Scoring Method","archived":false,"fork":false,"pushed_at":"2024-05-15T07:25:40.000Z","size":2898,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-19T19:40:41.205Z","etag":null,"topics":["countvectorizer","document","joblib","nlkt","nlp","numpy","pandas","project","re","scoring","sentiment-analysis","sklearn"],"latest_commit_sha":null,"homepage":"","language":"Python","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/OmPreetham.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":"2024-04-26T20:25:29.000Z","updated_at":"2024-05-15T07:29:24.000Z","dependencies_parsed_at":"2024-05-15T23:43:27.422Z","dependency_job_id":null,"html_url":"https://github.com/OmPreetham/nlp-sentiment-analysis-document-scoring-method","commit_stats":null,"previous_names":["ompreetham/nlp-sentiment-analysis-document-scoring-method"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmPreetham%2Fnlp-sentiment-analysis-document-scoring-method","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmPreetham%2Fnlp-sentiment-analysis-document-scoring-method/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmPreetham%2Fnlp-sentiment-analysis-document-scoring-method/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmPreetham%2Fnlp-sentiment-analysis-document-scoring-method/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OmPreetham","download_url":"https://codeload.github.com/OmPreetham/nlp-sentiment-analysis-document-scoring-method/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241246592,"owners_count":19933404,"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":["countvectorizer","document","joblib","nlkt","nlp","numpy","pandas","project","re","scoring","sentiment-analysis","sklearn"],"created_at":"2025-02-28T21:48:43.131Z","updated_at":"2025-12-31T01:11:15.474Z","avatar_url":"https://github.com/OmPreetham.png","language":"Python","readme":"# Project Name: NLP Sentiment Analysis\n\nThis README provides guidance on how to set up and run the Python script for the NLP sentiment analysis project. The script uses natural language processing to identify the sentiment of text documents.\n\n## Prerequisites\n\nMake sure you are in the project directory.\n\nBefore you run this script, you need to ensure you have the following installed:\n\n- Python 3.8 or above\n- pip (Python package installer)\n\n## Required Libraries\n\nMake sure to install the following Python libraries. You can install these packages via pip:\n\n```bash\n\npip install numpy pandas scikit-learn nltk\n\n```\n\nNo additional setup required beyond the installation of the dependencies listed above.\n\n## Running the Script\n\nGo to project folder.\n\nTo run the script, follow these steps:\n\n```bash\n\npython project.py\n\n```\n\nif python is not working try python3 project.py\n\nSee the output and accuracy in Terminal\n\n## Review\n\nDescribe any inputs that the user needs to provide or files that need to be in place:\n\nEnsure trainData.csv and testData.csv are in the same directory as the script, or update the script with their path if they are located elsewhere.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fompreetham%2Fnlp-sentiment-analysis-document-scoring-method","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fompreetham%2Fnlp-sentiment-analysis-document-scoring-method","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fompreetham%2Fnlp-sentiment-analysis-document-scoring-method/lists"}