{"id":21022571,"url":"https://github.com/alro10/data-science-bank-teste","last_synced_at":"2025-08-03T00:07:53.292Z","repository":{"id":121032803,"uuid":"251145112","full_name":"Alro10/data-science-bank-teste","owner":"Alro10","description":"Desafio de data science Semantix","archived":false,"fork":false,"pushed_at":"2020-04-01T14:46:12.000Z","size":718,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-13T18:12:47.780Z","etag":null,"topics":["bank-data","bank-dataset","data-science-test","market-data"],"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":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Alro10.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":"2020-03-29T22:10:57.000Z","updated_at":"2020-04-03T16:18:05.000Z","dependencies_parsed_at":null,"dependency_job_id":"425db0b3-2e33-456b-81b2-8a3ecb3930e6","html_url":"https://github.com/Alro10/data-science-bank-teste","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Alro10/data-science-bank-teste","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fdata-science-bank-teste","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fdata-science-bank-teste/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fdata-science-bank-teste/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fdata-science-bank-teste/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Alro10","download_url":"https://codeload.github.com/Alro10/data-science-bank-teste/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alro10%2Fdata-science-bank-teste/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268475682,"owners_count":24256159,"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":"2025-08-02T02:00:12.353Z","response_time":74,"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":["bank-data","bank-dataset","data-science-test","market-data"],"created_at":"2024-11-19T11:12:49.804Z","updated_at":"2025-08-03T00:07:53.193Z","avatar_url":"https://github.com/Alro10.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Science Desafio\n\nDesafio de data science Semantix\n\n## Dataset\n\n- [Dataset-download](https://archive.ics.uci.edu/ml/machine-learning-databases/00222/bank.zip)\n- [Official-data-site](https://archive.ics.uci.edu/ml/datasets/bank+marketing)\n\n\n## Requirements\n\n- Create venv:\n\n   - ```virtualenv venv -p python3.7```\n   - ```source venv/bin/activate```\n\n- Install requirements\n\n   - ``` pip install -r requirements```\n\n## Results\n\n- [Notebook-here](https://github.com/Alro10/data-science-bank-teste/blob/master/src/Analysis.ipynb)\n\n## References\n\n- https://core.ac.uk/download/pdf/55616194.pdf\n- https://towardsdatascience.com/attribute-relevance-analysis-in-python-iv-and-woe-b5651443fc04\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falro10%2Fdata-science-bank-teste","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falro10%2Fdata-science-bank-teste","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falro10%2Fdata-science-bank-teste/lists"}