{"id":17976439,"url":"https://github.com/rupav/sentiment-analysis","last_synced_at":"2025-04-04T00:17:04.966Z","repository":{"id":252335138,"uuid":"98046597","full_name":"rupav/Sentiment-Analysis","owner":"rupav","description":"project based on learning in CN","archived":false,"fork":false,"pushed_at":"2018-02-09T16:15:15.000Z","size":97,"stargazers_count":0,"open_issues_count":3,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-09T11:44:58.904Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/rupav.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":"2017-07-22T17:17:59.000Z","updated_at":"2019-10-18T04:45:22.000Z","dependencies_parsed_at":"2024-08-09T04:35:08.302Z","dependency_job_id":"1caa4a60-030b-4e5c-ad50-3a5724535339","html_url":"https://github.com/rupav/Sentiment-Analysis","commit_stats":null,"previous_names":["rupav/sentiment-analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rupav%2FSentiment-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rupav%2FSentiment-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rupav%2FSentiment-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rupav%2FSentiment-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rupav","download_url":"https://codeload.github.com/rupav/Sentiment-Analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247098003,"owners_count":20883129,"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":"2024-10-29T17:23:54.369Z","updated_at":"2025-04-04T00:17:04.950Z","avatar_url":"https://github.com/rupav.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment Analysis\nThis repository as for now is only for tracking our work, not to be used explicitly by others until and unless LICENCE is provided.\nProject based on learning in CN.\n\n\n\nFor making training data, we used list of positive and negative words from General Enquirer data set, then using those words, we found their hyponymns and hypernymns using WordNet. Then Using WordNet we found all these words' sentences/examples which eventually built our training dataset. Then after some preprocessing we found WordCloud of positive examples and negative examples as follows:\n\n**Positive WordCloud**\n![positive_wordcloud](https://github.com/rupav/ML_nSit/blob/master/imgs/positive_wordcloud.png)\n-------------------------------------------------------------------------------------------------------------------------------------------\n**Negative WordCloud**\n![negative_wordcloud](https://github.com/rupav/ML_nSit/blob/master/imgs/negative_wordcloud.png)\n-------------------------------------------------------------------------------------------------------------------------------------------\n--- Testing Time using such data :)\n......\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frupav%2Fsentiment-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frupav%2Fsentiment-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frupav%2Fsentiment-analysis/lists"}