{"id":18244288,"url":"https://github.com/manikantasanjay/youtube_exploratory_data_analytics","last_synced_at":"2026-05-03T17:34:22.725Z","repository":{"id":130817140,"uuid":"301637024","full_name":"ManikantaSanjay/Youtube_Exploratory_Data_Analytics","owner":"ManikantaSanjay","description":"This is a Mini Project made using Python Libraries like Numpy, Pandas, Matplotlib etc to perform Data Analytics on US Video and Comments dataset.","archived":false,"fork":false,"pushed_at":"2020-10-27T07:03:26.000Z","size":30448,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-08T18:51:59.420Z","etag":null,"topics":["jupyter-notebook","matplotlib","numpy","pandas","plotly","python","seaborn","wordcloud"],"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/ManikantaSanjay.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":"2020-10-06T06:41:51.000Z","updated_at":"2021-07-09T16:42:09.000Z","dependencies_parsed_at":"2023-05-18T17:30:30.613Z","dependency_job_id":null,"html_url":"https://github.com/ManikantaSanjay/Youtube_Exploratory_Data_Analytics","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ManikantaSanjay/Youtube_Exploratory_Data_Analytics","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ManikantaSanjay%2FYoutube_Exploratory_Data_Analytics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ManikantaSanjay%2FYoutube_Exploratory_Data_Analytics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ManikantaSanjay%2FYoutube_Exploratory_Data_Analytics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ManikantaSanjay%2FYoutube_Exploratory_Data_Analytics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ManikantaSanjay","download_url":"https://codeload.github.com/ManikantaSanjay/Youtube_Exploratory_Data_Analytics/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ManikantaSanjay%2FYoutube_Exploratory_Data_Analytics/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32578784,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-03T06:36:36.687Z","status":"ssl_error","status_checked_at":"2026-05-03T06:36:09.306Z","response_time":103,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["jupyter-notebook","matplotlib","numpy","pandas","plotly","python","seaborn","wordcloud"],"created_at":"2024-11-05T09:16:01.338Z","updated_at":"2026-05-03T17:34:22.686Z","avatar_url":"https://github.com/ManikantaSanjay.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Youtube_Exploratory_Data_Analytics\nThis is a Mini Project made using Python Libraries to perform Data Analytics on US Youtube Videos and Comments dataset. \n### Libraries Used :\ni\u003e Pandas\n\nii\u003e NumPy\n\niii\u003e Matplotlib\n\niv\u003e Seaborn\n\nv\u003e Warnings\n\nvi\u003e WordCloud\n\nvii\u003e TextBlob\n\nviii\u003e Emoji\n\nix\u003e PlotLy\n\n### Description :\nThis Project mainly contains performing three tasks namely :\n##### -\u003e Sentiment Analysis of Youtube Comments :\nBy making use of the sentiment polarity function of the TextBlob , we classsify the sentences into positive sentences (polarity is equal to 1) and negative sentences (polarity is equal to 0) and we make use of wordcloud module to generate a wordcloud denoting \nthe most frequency words in the particular sentence.\n##### -\u003e Analysing Tags Column :\nWe try to find the most trending tags on youtube by making use of the wordcloud module and generating a wordcloud depicting the most occuring tags in the videos dataset.\nWe also try to find the correlation between likes v/s views and the dislikes v/s views and finally finding the correlation between all the three, i.e likes,dislikes and views by using a correlation matrix.\n##### -\u003e Analysing Emojis in Comments :\nWe create a dictionary having the emojis along with its frequency and create a dataframe for the 20 most used emojis in the comments dataset. Now we make use of the Plotly module and plot a graph for the same relation i.e Emoji v/s Frequency of the same.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmanikantasanjay%2Fyoutube_exploratory_data_analytics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmanikantasanjay%2Fyoutube_exploratory_data_analytics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmanikantasanjay%2Fyoutube_exploratory_data_analytics/lists"}