{"id":17661786,"url":"https://github.com/adirthaborgohain/community-data-analysis","last_synced_at":"2026-05-10T09:35:03.955Z","repository":{"id":78067942,"uuid":"396623037","full_name":"AdirthaBorgohain/Community-Data-Analysis","owner":"AdirthaBorgohain","description":"Data and Visual Analysis on several different communities generated using Louvain Algorithm in Neo4j on the dblp dataset.","archived":false,"fork":false,"pushed_at":"2021-08-21T06:56:49.000Z","size":58806,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-05T13:18:10.677Z","etag":null,"topics":["data-analysis","lda","python"],"latest_commit_sha":null,"homepage":"","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/AdirthaBorgohain.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":"2021-08-16T04:50:49.000Z","updated_at":"2023-04-10T10:21:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"b90dec0f-35de-4b84-8120-b83bfad80fe7","html_url":"https://github.com/AdirthaBorgohain/Community-Data-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/AdirthaBorgohain%2FCommunity-Data-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdirthaBorgohain%2FCommunity-Data-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdirthaBorgohain%2FCommunity-Data-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdirthaBorgohain%2FCommunity-Data-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AdirthaBorgohain","download_url":"https://codeload.github.com/AdirthaBorgohain/Community-Data-Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246309898,"owners_count":20756820,"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-analysis","lda","python"],"created_at":"2024-10-23T17:42:14.960Z","updated_at":"2026-05-10T09:35:03.921Z","avatar_url":"https://github.com/AdirthaBorgohain.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Community-Data-Analysis\n\nData and Visual Analysis on several different communities generated using Louvain Algorithm in Neo4j on the dblp dataset.\n\n### Steps to run:\n\n1. Install libraries and modules listed in requirements.txt. `pip install -r requirements.txt`\n2. Download fasttext magnitude vectors from http://magnitude.plasticity.ai/fasttext/medium/wiki-news-300d-1M-subword.magnitude . Create a directory named `vectors` and place the downloaded magnitude file inside it.\n3. To generate the complete JSON file for analysis, run the `generate_complete_JSON.py` file once.\n4. All the individual notebooks with community id can be run independently for analysis of that specific community. The`Top10CommunitiesAnalysis.ipynb` file can be run for performing analysis as a whole for all the communities.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadirthaborgohain%2Fcommunity-data-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadirthaborgohain%2Fcommunity-data-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadirthaborgohain%2Fcommunity-data-analysis/lists"}