{"id":18276460,"url":"https://github.com/mertkahyaoglu/twitter-sentiment-analysis","last_synced_at":"2025-04-05T03:31:35.056Z","repository":{"id":28108648,"uuid":"31607202","full_name":"mertkahyaoglu/twitter-sentiment-analysis","owner":"mertkahyaoglu","description":"Twitter Sentiment Analysis For Turkish Language","archived":false,"fork":false,"pushed_at":"2019-06-02T16:22:18.000Z","size":121,"stargazers_count":59,"open_issues_count":0,"forks_count":18,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-03-20T21:39:00.526Z","etag":null,"topics":["nltk","python","twitter","twitter-sentiment-analysis"],"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/mertkahyaoglu.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}},"created_at":"2015-03-03T16:03:19.000Z","updated_at":"2024-12-22T09:02:41.000Z","dependencies_parsed_at":"2022-09-02T12:10:06.709Z","dependency_job_id":null,"html_url":"https://github.com/mertkahyaoglu/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/mertkahyaoglu%2Ftwitter-sentiment-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mertkahyaoglu%2Ftwitter-sentiment-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mertkahyaoglu%2Ftwitter-sentiment-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mertkahyaoglu%2Ftwitter-sentiment-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mertkahyaoglu","download_url":"https://codeload.github.com/mertkahyaoglu/twitter-sentiment-analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247284911,"owners_count":20913691,"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","python","twitter","twitter-sentiment-analysis"],"created_at":"2024-11-05T12:16:05.333Z","updated_at":"2025-04-05T03:31:30.032Z","avatar_url":"https://github.com/mertkahyaoglu.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Determine Feelings on Twitter\nThe aim of the project is to determine how people are feeling when they share something on Twitter. The program classifies only Turkish tweets.\n\n\u003e Check out NodeJS web application [here](https://twitter-sentiment-analysis.now.sh/)\n\n\u003e Slides - [NLTK version](https://slides.com/mertkahyaoglu/twitter-sentiment-analysis), [Weka version ](http://slides.com/mertkahyaoglu/twitter-sentiment-analysis-4)\n\n##Requirements\n\n1. [Twitter Developer Application](https://apps.twitter.com/app/new)\n2. [Tweepy Python Library](http://www.tweepy.org/)\n3. [NLTK](http://www.nltk.org/)\n\n##Run\n\n`python classify.py`\n\n##Project Development Steps\n\n* Fetch tweets for a specific user :white_check_mark:\n* Clean data (remove hashtags and mentioned users) :white_check_mark:\n* Label positive and negative tweets :white_check_mark:\n* Apply Naive Bayes Classifier algorithm :white_check_mark:\n* Test results :white_check_mark:\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmertkahyaoglu%2Ftwitter-sentiment-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmertkahyaoglu%2Ftwitter-sentiment-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmertkahyaoglu%2Ftwitter-sentiment-analysis/lists"}