{"id":20247230,"url":"https://github.com/shreyansh26/live-twitter-sentiment-analysis","last_synced_at":"2025-04-10T21:32:23.086Z","repository":{"id":83435117,"uuid":"96662429","full_name":"shreyansh26/Live-Twitter-Sentiment-Analysis","owner":"shreyansh26","description":"Sentiment analysis on live twitter stream and plotting the sentiment values using Matplotlib","archived":false,"fork":false,"pushed_at":"2018-12-26T01:16:00.000Z","size":1496,"stargazers_count":4,"open_issues_count":1,"forks_count":7,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-24T18:52:36.979Z","etag":null,"topics":["nltk","twitter-sentiment-analysis","twitter-streaming-api"],"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/shreyansh26.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":"2017-07-09T05:06:53.000Z","updated_at":"2019-05-02T02:33:51.000Z","dependencies_parsed_at":null,"dependency_job_id":"507a4041-6203-4845-94fc-91bfcd5d596b","html_url":"https://github.com/shreyansh26/Live-Twitter-Sentiment-Analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shreyansh26%2FLive-Twitter-Sentiment-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shreyansh26%2FLive-Twitter-Sentiment-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shreyansh26%2FLive-Twitter-Sentiment-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shreyansh26%2FLive-Twitter-Sentiment-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shreyansh26","download_url":"https://codeload.github.com/shreyansh26/Live-Twitter-Sentiment-Analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248301662,"owners_count":21080929,"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":["nltk","twitter-sentiment-analysis","twitter-streaming-api"],"created_at":"2024-11-14T09:36:22.117Z","updated_at":"2025-04-10T21:32:23.078Z","avatar_url":"https://github.com/shreyansh26.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Live Twitter Sentiment Analysis\n===============================\n\nI created a module called **sentiment_mod** using NLTK. The classifier used for sentiment analysis is a custom classifier based on voting involving various algorithms including - \n\n* Original Naive Bayes Classifier of NLTK\n* Multinomial Naive Bayes\n* Stochastic Gradient Descent (SGD)\n* Bernoulli Naive Bayes\n\nThe module can do sentiment analysis on any piece of text and describe it as positive(pos) or negative(neg).\n\nThe file **live_twitter_sentiment.py** is used to do twitter analysis on live twitter feed on ay topic.  \nThe file **graphing_live_twitter.py** plots a live graph of the sentiment value of tweets.\n\nThe pickle files can also be made by running the **sentiment_module_1.py**.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshreyansh26%2Flive-twitter-sentiment-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshreyansh26%2Flive-twitter-sentiment-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshreyansh26%2Flive-twitter-sentiment-analysis/lists"}