{"id":27010812,"url":"https://github.com/a19xys/dm-csgo_analysis","last_synced_at":"2026-05-18T09:36:31.519Z","repository":{"id":286056841,"uuid":"960226409","full_name":"a19xys/DM-CSGO_Analysis","owner":"a19xys","description":"Analysis to address the most important aspects of the knowledge discovery process from data.","archived":false,"fork":false,"pushed_at":"2025-04-04T04:56:10.000Z","size":0,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-04T05:25:33.376Z","etag":null,"topics":["data-analysis","data-mining","data-science","dataset","jupyter-notebook","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":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/a19xys.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":"2025-04-04T04:26:41.000Z","updated_at":"2025-04-04T04:56:13.000Z","dependencies_parsed_at":"2025-04-04T05:30:04.628Z","dependency_job_id":null,"html_url":"https://github.com/a19xys/DM-CSGO_Analysis","commit_stats":null,"previous_names":["a19xys/dm-csgo_analysis","a19xys/md-csgo_analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a19xys%2FDM-CSGO_Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a19xys%2FDM-CSGO_Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a19xys%2FDM-CSGO_Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/a19xys%2FDM-CSGO_Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/a19xys","download_url":"https://codeload.github.com/a19xys/DM-CSGO_Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248076390,"owners_count":21043764,"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","data-mining","data-science","dataset","jupyter-notebook","python"],"created_at":"2025-04-04T11:27:31.458Z","updated_at":"2026-05-18T09:36:31.459Z","avatar_url":"https://github.com/a19xys.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Dataset analysis for knowledge discovery\n\nThis analysis will address some of the most important aspects of the knowledge discovery process from data, including:\n\n- Data storage and loading\n- Exploratory data analysis\n- Data preprocessing\n- Model validation\n\nTo achieve this goal, we will manipulate and visualize the data using various functions in the Plotly library. We will also use classification algorithms such as decision trees using the Scikit-learn library.\n\nOur goal will be to load, explore, and prepare our data, learn and validate different classification models, and be able to interpret the results. To achieve this, we will use the following dataset:\n\n- `csgo`: https://www.kaggle.com/datasets/christianlillelund/csgo-round-winner-classification","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fa19xys%2Fdm-csgo_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fa19xys%2Fdm-csgo_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fa19xys%2Fdm-csgo_analysis/lists"}