{"id":24746476,"url":"https://github.com/rickymiura/slack-posts-eda","last_synced_at":"2026-04-29T23:05:59.961Z","repository":{"id":274280933,"uuid":"922445153","full_name":"RickyMiura/Slack-Posts-EDA","owner":"RickyMiura","description":"Performing EDA on a large dataset of Slack posts using Apache Spark and AWS to efficiently uncover trends and insights at scale.","archived":false,"fork":false,"pushed_at":"2025-01-26T08:25:54.000Z","size":458,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-23T00:47:31.804Z","etag":null,"topics":["big-data","distributed-computing","spark"],"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/RickyMiura.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":"2025-01-26T08:18:13.000Z","updated_at":"2025-01-26T23:24:00.000Z","dependencies_parsed_at":"2025-01-26T09:33:49.129Z","dependency_job_id":null,"html_url":"https://github.com/RickyMiura/Slack-Posts-EDA","commit_stats":null,"previous_names":["rickymiura/slack-posts-eda"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RickyMiura/Slack-Posts-EDA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RickyMiura%2FSlack-Posts-EDA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RickyMiura%2FSlack-Posts-EDA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RickyMiura%2FSlack-Posts-EDA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RickyMiura%2FSlack-Posts-EDA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RickyMiura","download_url":"https://codeload.github.com/RickyMiura/Slack-Posts-EDA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RickyMiura%2FSlack-Posts-EDA/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274125342,"owners_count":25226488,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":["big-data","distributed-computing","spark"],"created_at":"2025-01-28T04:23:27.270Z","updated_at":"2025-11-01T03:04:44.584Z","avatar_url":"https://github.com/RickyMiura.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Overview\n\nThis project focuses on performing exploratory data analysis (EDA) on a large dataset of Slack posts using **Apache Spark** and **AWS**. The primary objective was to handle and analyze the big dataset efficiently, uncovering trends, patterns, and insights from Slack messages at scale.\n\n## Key Highlights:\n- **Big Data Processing**: Leveraged Spark for distributed data processing, enabling efficient handling of large Slack datasets.\n- **Cloud Integration**: Utilized AWS services for data storage, processing, and scaling the analysis infrastructure.\n- **Insights and Trends**: Explored key metrics such as message frequency, user activity patterns, and common topics across Slack posts.\n\nThis project demonstrates the power of combining **big data tools** like Spark with **cloud computing** to analyze large datasets and generate actionable insights.\n\n# Contributors\n1. Ricky Miura\n2. Gopi Maguluri\n3. Nihal Karim\n4. Pooja Baralu Umesh","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frickymiura%2Fslack-posts-eda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frickymiura%2Fslack-posts-eda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frickymiura%2Fslack-posts-eda/lists"}