{"id":16352260,"url":"https://github.com/bugthesystem/sentiment","last_synced_at":"2025-10-26T02:31:30.579Z","repository":{"id":149223175,"uuid":"94872142","full_name":"bugthesystem/Sentiment","owner":"bugthesystem","description":"Sentiment analysis using VADER in Scala","archived":false,"fork":false,"pushed_at":"2017-08-02T20:56:42.000Z","size":104,"stargazers_count":9,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-05T13:49:49.841Z","etag":null,"topics":["scala","sentiment-analysis","vader","vader-sentiment-analysis"],"latest_commit_sha":null,"homepage":"","language":"Scala","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/bugthesystem.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":"2017-06-20T09:11:29.000Z","updated_at":"2025-01-11T22:51:25.000Z","dependencies_parsed_at":null,"dependency_job_id":"29a9e8e0-36d3-472f-871f-8a9e4a1595a3","html_url":"https://github.com/bugthesystem/Sentiment","commit_stats":null,"previous_names":["bugthesystem/sentiment"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bugthesystem%2FSentiment","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bugthesystem%2FSentiment/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bugthesystem%2FSentiment/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bugthesystem%2FSentiment/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bugthesystem","download_url":"https://codeload.github.com/bugthesystem/Sentiment/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":238247989,"owners_count":19440879,"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":["scala","sentiment-analysis","vader","vader-sentiment-analysis"],"created_at":"2024-10-11T01:25:29.394Z","updated_at":"2025-10-26T02:31:30.184Z","avatar_url":"https://github.com/bugthesystem.png","language":"Scala","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment\nSentiment analysis using VADER with Scala\n\n\u003e **VADER** Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.\n\n### Usage\n\n```scala\nimport Sentiment._\n\nobject Program {\n  def main(args: Array[String]): Unit = {\n  \n    val analyzer = new SentimentIntensityAnalyzer\n    \n    val text = \"The party was good but appetizers and drinks were poorly selected.\"\n    \n    val results = analyzer.polarityScores(text)\n\n    println(s\"Positive score: $results.positive\")\n    println(s\"Negative score: $results.negative\")\n    println(s\"Neutral score:  $results.neutral\")\n    println(s\"Compound score: $results.compound\")\n  }\n}\n```\n\n### TODO\n* [ ] publish package\n* [ ] sample usage in Flink jobs\n\n\n### Credits\n\u003e Hutto, C.J. \u0026 Gilbert, E.E. (2014). VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text. Eighth International Conference on Weblogs and Social Media (ICWSM-14). Ann Arbor, MI, June 2014.\n\n@z i λ a s a l\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbugthesystem%2Fsentiment","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbugthesystem%2Fsentiment","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbugthesystem%2Fsentiment/lists"}