{"id":26820425,"url":"https://github.com/zvdy/sentiment_analysis","last_synced_at":"2025-07-26T20:33:00.577Z","repository":{"id":170395064,"uuid":"588947192","full_name":"zvdy/Sentiment_Analysis","owner":"zvdy","description":"Sentiment Analysis Notebook based on tweets","archived":false,"fork":false,"pushed_at":"2023-01-14T15:28:39.000Z","size":16,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-30T06:33:27.315Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/zvdy.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":"2023-01-14T15:15:38.000Z","updated_at":"2023-01-14T15:15:58.000Z","dependencies_parsed_at":null,"dependency_job_id":"6bbb4b64-990e-4b60-b317-01077667084c","html_url":"https://github.com/zvdy/Sentiment_Analysis","commit_stats":null,"previous_names":["zvdy/sentiment_analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zvdy/Sentiment_Analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zvdy%2FSentiment_Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zvdy%2FSentiment_Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zvdy%2FSentiment_Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zvdy%2FSentiment_Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zvdy","download_url":"https://codeload.github.com/zvdy/Sentiment_Analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zvdy%2FSentiment_Analysis/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267227557,"owners_count":24056354,"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","status":"online","status_checked_at":"2025-07-26T02:00:08.937Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2025-03-30T06:32:05.863Z","updated_at":"2025-07-26T20:33:00.571Z","avatar_url":"https://github.com/zvdy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment Analysis on Covid-19 Tweets\nThis is a project to analyze the sentiment of tweets about Covid-19. The project is done in Python using [gabrielpreda](https://github.com/gabrielpreda) dataset. The dataset contains 14,000 tweets about Covid-19. The dataset is available on Kaggle [here](https://www.kaggle.com/gpreda/all-covid19-tweets). The dataset is also available on [Github](https://raw.githubusercontent.com/gabrielpreda/covid-19-tweets/master/covid19_tweets.csv). The dataset contains the following columns:\n* user_name: The name of the user\n* user_location: The location of the user\n* user_description: The description of the user\n* user_created: The date the user created their account\n* user_followers: The number of followers the user has\n* user_friends: The number of friends the user has\n* user_favourites: The number of tweets the user has liked in the account\n* user_verified: Whether the user is verified or not\n* date: The date the tweet was created\n* text: The text of the tweet\n* hashtags: The hashtags in the tweet\n* source: The app used to post the tweet\n* is_retweet: Whether the tweet is a retweet or not\n## Libraries Used\n* Pandas\n* Numpy\n* Matplotlib\n* Seaborn\n* Plotly\n* String\n* Collections\n* NLTK\n* Sklearn\n* Re\n## Data Cleaning\n* Removing the rows with missing values\n* Removing the rows with duplicate values\n* Removing the rows with retweets\n* Removing the rows with tweets that are not in English\n## LICENSE\n[MIT License](LICENSE)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzvdy%2Fsentiment_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzvdy%2Fsentiment_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzvdy%2Fsentiment_analysis/lists"}