{"id":25146553,"url":"https://github.com/csfelix/faker-dataset","last_synced_at":"2026-04-26T12:32:36.568Z","repository":{"id":159559280,"uuid":"634714905","full_name":"CSFelix/faker-dataset","owner":"CSFelix","description":"📋 Fake Dataset generated via Faker Python Library 📋","archived":false,"fork":false,"pushed_at":"2023-05-02T00:24:39.000Z","size":595,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-03T06:33:51.259Z","etag":null,"topics":["data-science","dataset","df","faker","faker-library","python","python3"],"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/CSFelix.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":"2023-05-01T01:50:48.000Z","updated_at":"2023-07-05T11:27:59.000Z","dependencies_parsed_at":null,"dependency_job_id":"13cb4d15-7fcf-40e4-ad0d-ded5665b7fcb","html_url":"https://github.com/CSFelix/faker-dataset","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/CSFelix/faker-dataset","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CSFelix%2Ffaker-dataset","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CSFelix%2Ffaker-dataset/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CSFelix%2Ffaker-dataset/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CSFelix%2Ffaker-dataset/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CSFelix","download_url":"https://codeload.github.com/CSFelix/faker-dataset/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CSFelix%2Ffaker-dataset/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32297894,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T09:34:17.070Z","status":"ssl_error","status_checked_at":"2026-04-26T09:34:00.993Z","response_time":129,"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":["data-science","dataset","df","faker","faker-library","python","python3"],"created_at":"2025-02-08T20:19:23.636Z","updated_at":"2026-04-26T12:32:36.556Z","avatar_url":"https://github.com/CSFelix.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align='center'\u003e📋 Faker Dataset 📋\u003c/h1\u003e\n\u003cp align='center'\u003e\u003ci\u003eAmazing library to generate fake datas\u003c/i\u003e\u003c/p\u003e\n\n----\n\n\u003ch2\u003e📝 Problem Description\u003c/h2\u003e\n\n\u003cbr /\u003e\n\n\u003cfigure\u003e\n    \u003cimg src='https://files.realpython.com/media/A-Guide-to-Pandas-Dataframes_Watermarked.7330c8fd51bb.jpg' alt='Pandas Cartoon' /\u003e\n    \u003cfigcaption\u003e\u003ci\u003eFig. 1 - Pandas Library Cartoon. \u003csup\u003e©\u003c/sup\u003e\u003ca href='https://realpython.com/pandas-dataframe/' target='_blank'\u003eReal Python\u003c/a\u003e\u003c/i\u003e\u003c/figcaption\u003e\n\u003c/figure\u003e\n\n\u003cbr /\u003e\u003cbr /\u003e\n\nYou have been hired for a Data Science job where you must explore the \u003ca href='https://faker.readthedocs.io/en/master/' target='_blank'\u003eFaker Python Library\u003c/a\u003e to generate a dataset with fake datas.\n\nYour dataset file must be named `faker-dataset.csv` and be stored into `dataset folder` located at this project directory, contain at least `5 features` and `3,000 rows`, and all features' values must be generated using the Faker Library.\n\nAfter generating and saving the datas into a csv file, you must read it as `utf-8` charset and show its first 5 rows in order to check out whether the dataset is ok to be used for other Data Scientists.\n\nGood Luck!! 🍀 ☘️\n\n----\n\n\u003ch2\u003e📁 Files Description\u003c/h2\u003e\n\n\u003e **faker-dataset.csv** - contains at least 3,000 rows of fake datas generated by `Faker Python Library`.\n\n----\n\n\u003ch2\u003e❓ Library Features\u003c/h2\u003e\n\n\u003e **region/locale** - the person's locale;\n\n\u003e **name** - the person's name;\n\n\u003e **email** - the person's e-mail;\n\n\u003e **adress** - the person's address;\n\n\u003e **license_plate** - the person's automative's license plate;\n\n\u003e **company** - the company where the generated person works at;\n\n\u003e **job** - the job occupied by the person;\n\n\u003e **color_name** - the person's fav color.\n\n\u003cbr /\u003e\n\n\u003ci\u003eYou can check out all the possible features here: \u003ca href='https://faker.readthedocs.io/en/master/providers.html' target='_blank'\u003eFaker Library - Standard Providers\u003c/a\u003e\u003c/i\u003e\n\n----\n\n\u003ch2\u003e⚙️ Setup\u003c/h2\u003e\n\n***Tools***\n\n\u003e Python Version 3.9.x+;\n\n\u003e Jupyter Notebook.\n\n\u003cbr /\u003e\n\n***Libraries***\n\n\u003e Faker;\n\n\u003e Numpy, Pandas.\n\n----\n\n\u003ch2\u003e🎉 Acknowledgments\u003c/h2\u003e\n\n\u003e \u003ca href='https://github.com/fzaninotto' target='blank'\u003eFzaninotto\u003c/a\u003e and \u003ca href='https://faker.readthedocs.io/en/master/' target='_blank'\u003eFaker Library team\u003c/a\u003e!\n\n----\n\n\u003ch2\u003e📫 Reach Me\u003c/h2\u003e\n\n\u003e Email: csfelix08@gmail.com\n\n\u003e Linkedin: [linkedin.com/in/csfelix/](https://linkedin.com/in/csfelix/)\n\n\u003e Portfolio: [CSFelix.io](https://csfelix.github.io)\n\n\u003e Kaggle: [DSFelix](https://www.kaggle.com/dsfelix)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsfelix%2Ffaker-dataset","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcsfelix%2Ffaker-dataset","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsfelix%2Ffaker-dataset/lists"}