{"id":18815900,"url":"https://github.com/siddharthck/twitter-sentiment-analysis","last_synced_at":"2026-01-14T05:30:18.596Z","repository":{"id":115552773,"uuid":"315011638","full_name":"siddharthck/twitter-sentiment-analysis","owner":"siddharthck","description":"analyse sentiment of a tweet as negative or positive. Create a word corpus about a hashtag","archived":false,"fork":false,"pushed_at":"2020-11-22T10:56:11.000Z","size":33,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-30T01:34:09.784Z","etag":null,"topics":["data-science","r","sentiment-analysis","wordcloud"],"latest_commit_sha":null,"homepage":"","language":"R","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/siddharthck.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":"2020-11-22T10:32:34.000Z","updated_at":"2020-11-22T10:56:13.000Z","dependencies_parsed_at":null,"dependency_job_id":"42f09f80-1323-4a9d-9b14-a5a3ef253c90","html_url":"https://github.com/siddharthck/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/siddharthck%2Ftwitter-sentiment-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siddharthck%2Ftwitter-sentiment-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siddharthck%2Ftwitter-sentiment-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/siddharthck%2Ftwitter-sentiment-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/siddharthck","download_url":"https://codeload.github.com/siddharthck/twitter-sentiment-analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239753703,"owners_count":19691160,"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":["data-science","r","sentiment-analysis","wordcloud"],"created_at":"2024-11-07T23:51:27.687Z","updated_at":"2026-01-14T05:30:18.547Z","avatar_url":"https://github.com/siddharthck.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# twitter-sentiment-analysis and word corpus using R\nanalyse sentiment of a tweet as negative or positive.\n\n\n\nyou need twitter developer account credentials. we are going to use twitter-dev API.\n\nafter getting credentials store them in text file.\n\nfirst : word corpus\nword corpus is like word cloud consisting of diffrent words about a topic (or a #hashtag). bigger the word in size, higher the ocurancce of word about that #hashtag.\n\nSecond : twitter sentiment analysis\n\n \n\nwe have created bag of words. positivewords.txt and negative-words.txt\n\nwe search tweets by a key-word, parse all the tweets and analyze every word (of course not including stop-words).\n\nif there are 5 negative words, and 2 positive, tweet's net polarity is negative with intensity 5/7.\n\n\nhow to execute? :\n\nrun the uploaded R script in rstudio if posibble. if exeuted line by line, it would be better for understanding.\n\n \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsiddharthck%2Ftwitter-sentiment-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsiddharthck%2Ftwitter-sentiment-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsiddharthck%2Ftwitter-sentiment-analysis/lists"}