{"id":20632697,"url":"https://github.com/acm-uiuc/twitter-sentiment","last_synced_at":"2025-04-15T19:04:10.160Z","repository":{"id":2367636,"uuid":"3331830","full_name":"acm-uiuc/twitter-sentiment","owner":"acm-uiuc","description":null,"archived":false,"fork":false,"pushed_at":"2012-03-24T00:15:18.000Z","size":1451,"stargazers_count":4,"open_issues_count":6,"forks_count":3,"subscribers_count":19,"default_branch":"master","last_synced_at":"2025-04-15T19:03:22.821Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Ruby","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/acm-uiuc.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":"2012-02-02T04:07:29.000Z","updated_at":"2021-06-03T18:47:15.000Z","dependencies_parsed_at":"2022-08-26T16:00:37.833Z","dependency_job_id":null,"html_url":"https://github.com/acm-uiuc/twitter-sentiment","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/acm-uiuc%2Ftwitter-sentiment","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/acm-uiuc%2Ftwitter-sentiment/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/acm-uiuc%2Ftwitter-sentiment/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/acm-uiuc%2Ftwitter-sentiment/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/acm-uiuc","download_url":"https://codeload.github.com/acm-uiuc/twitter-sentiment/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249135815,"owners_count":21218365,"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":[],"created_at":"2024-11-16T14:17:07.458Z","updated_at":"2025-04-15T19:04:10.124Z","avatar_url":"https://github.com/acm-uiuc.png","language":"Ruby","funding_links":[],"categories":[],"sub_categories":[],"readme":"Twitter Sentiment\n=================\nTake a tweet, extract a *TON* of information out of a short bit of text.\nLet's do this.\n\nGet it running\n------------------\n### 1. Install RVM (if you have it already, skip to step 2)\n######(from [beginrescueend.com](http://beginrescueend.com/))\n\n```bash\nbash -s stable \u003c \u003c(curl -s https://raw.github.com/wayneeseguin/rvm/master/binscripts/rvm-installer)\nsource ~/.bash_profile\n```\n\n####Linux Users\n```bash\nrvm install 1.9.3\n```\n\n####Mac Users\n[Install XCode from the App Store](http://itunes.apple.com/us/app/xcode/id497799835?mt=12) if you haven't already (it's free).\n\n```bash\nrvm install 1.9.3 --with-gcc=clang\n```\n\nOS X users may be interested in [Jewelry Box](http://unfiniti.com/software/mac/jewelrybox), a Cocoa UI for RVM.\n\n####Windows users\nInstall Ruby from [RubyInstaller](http://rubyinstaller.org/downloads/)\n\nThe DevKit is also required to install some of the gems described below\n\n### 2. Install the necessary gems\n```bash    \ngem install bundler\nbundle install\n```\n    \n### 3. Run it\n\n```bash\nbundle exec ./app.rb\n```\n\nDirectory Structure\n-------------------\n\n`lib/` is where the bulk of the code lies. It is all of the library files used by our app.rb.\n\n- `twitter-sentiment/`: libraries in our namespace.\n\n\t- `input/`: libraries that contact the outside world via APIs (generally).\n\n\t- `output/`: libraries that send data outward.\n\t\n\t- `parser/`: libraries that get data form inputs, parse them, and give weights to be aggregated.\n\t\n\t- `prefs/`: preferences and constants to be used by any of the aforementioned libraries/files.\n\n\n\n`dict/` contains the collection of dictionaries (bag of words, or BoW) being used for sentiment analysis.\n\n`research/` is a general placeholder for interesting papers and potential BoWs.\n\t\n\nResearch Leads\n--------------\n### AFINN\n#### Descriptions\n[AFINN: A new word list for sentiment analysis](http://fnielsen.posterous.com/afinn-a-new-word-list-for-sentiment-analysis)\n\n[Simplest Sentiment Analysis in Python](http://fnielsen.posterous.com/simplest-sentiment-analysis-in-python-with-af)\n\n#### Related\n[Twitter Mood](http://www.ccs.neu.edu/home/amislove/twittermood/)\n\n[ANEW Sentiment-Weighted Word Bank](http://csea.phhp.ufl.edu/media/anewmessage.html)\n\n[Measuring User Influence in Twitter](http://an.kaist.ac.kr/~mycha/docs/icwsm2010_cha.pdf)\n\nProjects/Papers\n---------------\n\n[Sentiment strength detection in short informal text](http://onlinelibrary.wiley.com/doi/10.1002/asi.21416/abstract)\n\n[Twitter as a Corpus for Sentiment Analysis and Opinion Mining](http://deepthoughtinc.com/wp-content/uploads/2011/01/Twitter-as-a-Corpus-for-Sentiment-Analysis-and-Opinion-Mining.pdf)\n\n[We Feel Fine](http://wefeelfine.org/faq.html)\n\nModeling Statistical Properties of Written Text (lookup!)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Facm-uiuc%2Ftwitter-sentiment","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Facm-uiuc%2Ftwitter-sentiment","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Facm-uiuc%2Ftwitter-sentiment/lists"}