{"id":28431887,"url":"https://github.com/nordszamora/sentiment","last_synced_at":"2026-04-11T13:02:45.458Z","repository":{"id":223077717,"uuid":"759252133","full_name":"nordszamora/sentiment","owner":"nordszamora","description":"This ML project is used to predict the text sentiment positive, negative or neutral. Its used a Reddit dataset in kaggle to train the model and make a prediction on new/unseen data.","archived":false,"fork":false,"pushed_at":"2024-02-18T05:27:49.000Z","size":902,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-05T16:09:02.406Z","etag":null,"topics":["django","joblib","kaggle","naive-bayes-classifier","pandas","python","redditdata","scikit-learn"],"latest_commit_sha":null,"homepage":"https://sentimentpredictor.pythonanywhere.com","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/nordszamora.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":"2024-02-18T04:04:49.000Z","updated_at":"2024-03-17T14:29:29.000Z","dependencies_parsed_at":"2024-02-18T06:19:53.132Z","dependency_job_id":"d4099468-fa00-493c-8984-7c6a2b701a68","html_url":"https://github.com/nordszamora/sentiment","commit_stats":null,"previous_names":["nordszamora/sentiment"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/nordszamora/sentiment","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nordszamora%2Fsentiment","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nordszamora%2Fsentiment/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nordszamora%2Fsentiment/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nordszamora%2Fsentiment/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nordszamora","download_url":"https://codeload.github.com/nordszamora/sentiment/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nordszamora%2Fsentiment/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260194161,"owners_count":22972635,"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":["django","joblib","kaggle","naive-bayes-classifier","pandas","python","redditdata","scikit-learn"],"created_at":"2025-06-05T16:09:02.148Z","updated_at":"2025-12-30T22:32:11.080Z","avatar_url":"https://github.com/nordszamora.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment ML model\nThis ML project is used to predict the text sentiment positive, negative, or neutral. It uses a [Reddit dataset](https://www.kaggle.com/datasets/cosmos98/twitter-and-reddit-sentimental-analysis-dataset?select=Reddit_Data.csv) from Kaggle to train the model and make predictions on new/unseen data.\n### Quick Start\nInstall this project on your local machine and here are following steps.\n\n1. Run the following commands\n\n```\n$ git clone https://github.com/nordszamora/sentiment\n\n$ cd sentiment\n\n$ pip install -r requirements.txt\n\n$ python manage.py collectstatic\n\n$ python manage.py runserver\n```\n2. Open your browser and paste it on address bar http://localhost:8000\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnordszamora%2Fsentiment","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnordszamora%2Fsentiment","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnordszamora%2Fsentiment/lists"}