{"id":25534612,"url":"https://github.com/aksweb/twitter-sentiment-analyser","last_synced_at":"2025-08-02T09:37:53.775Z","repository":{"id":147721861,"uuid":"600390415","full_name":"aksweb/twitter-sentiment-analyser","owner":"aksweb","description":null,"archived":false,"fork":false,"pushed_at":"2023-02-24T09:31:08.000Z","size":2707,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-04T13:45:56.777Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/aksweb.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-02-11T10:48:25.000Z","updated_at":"2023-03-07T02:18:12.000Z","dependencies_parsed_at":"2023-04-10T02:33:08.630Z","dependency_job_id":null,"html_url":"https://github.com/aksweb/twitter-sentiment-analyser","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/aksweb/twitter-sentiment-analyser","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aksweb%2Ftwitter-sentiment-analyser","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aksweb%2Ftwitter-sentiment-analyser/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aksweb%2Ftwitter-sentiment-analyser/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aksweb%2Ftwitter-sentiment-analyser/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aksweb","download_url":"https://codeload.github.com/aksweb/twitter-sentiment-analyser/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aksweb%2Ftwitter-sentiment-analyser/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268363011,"owners_count":24238546,"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","status":"online","status_checked_at":"2025-08-02T02:00:12.353Z","response_time":74,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2025-02-20T03:20:09.592Z","updated_at":"2025-08-02T09:37:53.766Z","avatar_url":"https://github.com/aksweb.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# twitter-sentiment-analyser\n\nThis is a repository for Twitter Sentiment Analysis. The goal of this project is to classify tweets as positive, negative, or neutral using various Machine Learning models. The repository contains code for data preprocessing, feature engineering, and model training.\n\n\nProcess invloved :\n\u003cbr\u003e\nData loading\n\u003cbr\u003e\nData preprocessing\n\u003cbr\u003e\nModel selection\n\u003cbr\u003e\nModel Training\n\u003cbr\u003e\nModel evaluation\n\u003cbr\u003e\nExporting the model\n\u003cbr\u003e\nTesting on validation data\n\nPython library used:\n\u003cbr\u003e\nPandas, Joblib, Naive Bayes, Sklearn, Countervectorizer\n\nModel uesd:\n\u003cbr\u003e\nLinearSVC()\n\u003cbr\u003e\nMultinomialNB()\n\n\n\nSteps to run the file in google colab:\n\u003cbr\u003e\n1.First download the dataset given in data_set folder.\n \u003cbr\u003e\n2.Now upload these file to sample_data folder of google colab.\n\u003cbr\u003e\n3.Now run google colab file.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faksweb%2Ftwitter-sentiment-analyser","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faksweb%2Ftwitter-sentiment-analyser","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faksweb%2Ftwitter-sentiment-analyser/lists"}