{"id":21425689,"url":"https://github.com/vishal-038/twitter_sentiment_analysis","last_synced_at":"2025-03-16T21:13:49.776Z","repository":{"id":254281428,"uuid":"846002291","full_name":"VISHAL-038/twitter_sentiment_analysis","owner":"VISHAL-038","description":"This project focuses on building a machine learning model to perform sentiment analysis on Twitter data. The dataset used for training and testing the model is the Sentiment140 dataset, which is publicly available on Kaggle.","archived":false,"fork":false,"pushed_at":"2024-08-22T12:49:06.000Z","size":92897,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-23T07:28:03.691Z","etag":null,"topics":["python"],"latest_commit_sha":null,"homepage":"","language":"Python","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/VISHAL-038.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}},"created_at":"2024-08-22T10:54:22.000Z","updated_at":"2024-09-12T15:41:58.000Z","dependencies_parsed_at":"2024-08-22T14:35:47.018Z","dependency_job_id":null,"html_url":"https://github.com/VISHAL-038/twitter_sentiment_analysis","commit_stats":null,"previous_names":["vishal-038/twitter_sentiment_analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VISHAL-038%2Ftwitter_sentiment_analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VISHAL-038%2Ftwitter_sentiment_analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VISHAL-038%2Ftwitter_sentiment_analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VISHAL-038%2Ftwitter_sentiment_analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VISHAL-038","download_url":"https://codeload.github.com/VISHAL-038/twitter_sentiment_analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243933437,"owners_count":20370986,"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":["python"],"created_at":"2024-11-22T21:35:27.382Z","updated_at":"2025-03-16T21:13:49.746Z","avatar_url":"https://github.com/VISHAL-038.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Twitter Sentiment Analysis Project\nThis project focuses on building a machine learning model to perform sentiment analysis on Twitter data. The dataset used for training and testing the model is the Sentiment140 dataset, which is publicly available on Kaggle.\n\n# Introduction\nSentiment analysis is a technique used to determine the sentiment expressed in a piece of text. This project leverages machine learning to classify tweets as positive or negative. By analyzing the sentiments of tweets, we can gain insights into public opinion on various topics.\n\n# Dataset\nThe Sentiment140 dataset is used in this project. It contains 1.6 million tweets, each labeled with a sentiment score:\n0: Negative\n2: Neutral\n4: Positive\nThe dataset can be found on Kaggle: Sentiment140 Dataset\n\nInstallation\nTo run this project, you need to have Python installed along with the following libraries:\n- pandas\n- numpy\n- scikit-learn\n- nltk\n- matplotlib\n- kaggle\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishal-038%2Ftwitter_sentiment_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvishal-038%2Ftwitter_sentiment_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishal-038%2Ftwitter_sentiment_analysis/lists"}