{"id":31673174,"url":"https://github.com/labex-labs/pandas-for-beginners","last_synced_at":"2026-05-15T22:04:41.051Z","repository":{"id":314067515,"uuid":"1054017492","full_name":"labex-labs/pandas-for-beginners","owner":"labex-labs","description":"This comprehensive course covers the fundamental concepts and practical techniques of Pandas, the essential library for data manipulation and analysis in Python. Learn to create, manipulate, and analyze data efficiently using DataFrames and Series.","archived":false,"fork":false,"pushed_at":"2025-09-26T02:55:39.000Z","size":20,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-09-26T04:29:32.198Z","etag":null,"topics":["challenges","course","exercises","hands-on","labex","labs","pandas","playground","programming","python"],"latest_commit_sha":null,"homepage":"https://labex.io/courses/pandas-for-beginners","language":null,"has_issues":false,"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/labex-labs.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-09-10T08:49:31.000Z","updated_at":"2025-09-26T02:55:42.000Z","dependencies_parsed_at":"2025-09-10T12:11:43.001Z","dependency_job_id":"58d0c7bc-fa08-41f1-a53e-5c5df84c6952","html_url":"https://github.com/labex-labs/pandas-for-beginners","commit_stats":null,"previous_names":["labex-labs/pandas-for-beginners"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/labex-labs/pandas-for-beginners","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/labex-labs%2Fpandas-for-beginners","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/labex-labs%2Fpandas-for-beginners/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/labex-labs%2Fpandas-for-beginners/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/labex-labs%2Fpandas-for-beginners/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/labex-labs","download_url":"https://codeload.github.com/labex-labs/pandas-for-beginners/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/labex-labs%2Fpandas-for-beginners/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278886174,"owners_count":26062972,"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":"2025-10-08T02:00:06.501Z","response_time":56,"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":["challenges","course","exercises","hands-on","labex","labs","pandas","playground","programming","python"],"created_at":"2025-10-08T03:36:12.017Z","updated_at":"2026-05-15T22:04:41.045Z","avatar_url":"https://github.com/labex-labs.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Pandas for Beginners\n\n## Languages\n\n🇨🇳 [简体中文](README_zh.md) 🇪🇸 [Español](README_es.md) 🇫🇷 [Français](README_fr.md) 🇩🇪 [Deutsch](README_de.md) 🇯🇵 [日本語](README_ja.md) 🇷🇺 [Русский](README_ru.md) 🇰🇷 [한국어](README_ko.md) 🇧🇷 [Português](README_pt.md) 🇺🇸 [English](README.md) \n\n[![Pandas for Beginners](https://cover-creator.labex.io/pandas-for-beginners.png)](https://labex.io/courses/pandas-for-beginners)\n\n[![Start-Learning](https://img.shields.io/badge/Start-Learning-whitesmoke?style=for-the-badge)](https://labex.io/courses/pandas-for-beginners)\n\nThis comprehensive course covers the fundamental concepts and practical techniques of Pandas, the essential library for data manipulation and analysis in Python. Learn to create, manipulate, and analyze data efficiently using DataFrames and Series.\n\n![Pandas](https://img.shields.io/badge/Pandas-whitesmoke?style=for-the-badge\u0026logo=pandas)\n![Python](https://img.shields.io/badge/Python-whitesmoke?style=for-the-badge\u0026logo=python)\n\n\n## Exercises\n\n|   Index | Name                                  | Difficulty   | Practice                                                                                                                                |\n|---------|---------------------------------------|--------------|-----------------------------------------------------------------------------------------------------------------------------------------|\n|       1 | 🧩 🆓 Pandas Introduction and Setup   | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-introduction-and-setup-596395?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e   |\n|       2 | 🧩 🆓 Pandas Creating DataFrames      | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-creating-dataframes-596391?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e      |\n|       3 | 🧩 🆓 Pandas Reading External Data    | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-reading-external-data-596396?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e    |\n|       4 | 🧩 🆓 Pandas Selecting Data           | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-selecting-data-596397?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e           |\n|       5 | 🧩 🆓 Pandas Filtering Data           | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-filtering-data-596393?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e           |\n|       6 | 🧩 🆓 Pandas Sorting Data             | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-sorting-data-596398?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e             |\n|       7 | 🧩 🆓 Pandas Basic Data Cleaning      | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-basic-data-cleaning-596390?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e      |\n|       8 | 🧩 🆓 Pandas Descriptive Statistics   | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-descriptive-statistics-596392?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e   |\n|       9 | 🧩 🆓 Pandas Grouping and Aggregating | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/pandas-pandas-grouping-and-aggregating-596394?course=pandas-for-beginners'\u003eStart Lab\u003c/a\u003e |\n\n## About LabEx\n\n[LabEx](https://labex.io) is an interactive, hands-on learning platform dedicated to coding and technology. It combines labs, AI assistance, and virtual machines to provide a no-video, practical learning experience. With a strict 'Learn by Doing' approach, interactive online environments in the browser with automated step-by-step checks, structured content organization through the [Skill Tree](https://labex.io/learn) learning system, and a growing resource of 30 Skill Trees and over 6,000 Labs, [LabEx](https://labex.io) offers comprehensive practical education. The platform includes Labby, an AI learning assistant built on latest AI models, providing a conversational learning experience.\n\n## More\n\n- 🔗 [Pandas Programming Courses](https://github.com/labex-labs/awesome-programming-courses)\n- 🔗 [Pandas Programming Projects](https://github.com/labex-labs/awesome-programming-projects)\n- 🔗 [Pandas Free Tutorials](https://github.com/labex-labs/pandas-free-tutorials)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fpandas-for-beginners","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flabex-labs%2Fpandas-for-beginners","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fpandas-for-beginners/lists"}