{"id":22971280,"url":"https://github.com/malintha-induwara/python-for-ds","last_synced_at":"2026-05-07T01:05:15.734Z","repository":{"id":261653746,"uuid":"884693155","full_name":"malintha-induwara/python-for-ds","owner":"malintha-induwara","description":"This repository contains my personal notes, exercises, and examples for Python","archived":false,"fork":false,"pushed_at":"2025-03-07T15:01:57.000Z","size":62,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-02T06:16:48.753Z","etag":null,"topics":["numpy","pandas","python","webscraping"],"latest_commit_sha":null,"homepage":"","language":"Python","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/malintha-induwara.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":"2024-11-07T08:11:53.000Z","updated_at":"2025-03-07T15:03:58.000Z","dependencies_parsed_at":"2024-12-21T16:19:16.587Z","dependency_job_id":"a9ceabd6-b10b-4ff8-9b66-0131fa484aad","html_url":"https://github.com/malintha-induwara/python-for-ds","commit_stats":null,"previous_names":["malintha-induwara/python-for-ds"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/malintha-induwara/python-for-ds","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malintha-induwara%2Fpython-for-ds","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malintha-induwara%2Fpython-for-ds/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malintha-induwara%2Fpython-for-ds/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malintha-induwara%2Fpython-for-ds/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/malintha-induwara","download_url":"https://codeload.github.com/malintha-induwara/python-for-ds/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malintha-induwara%2Fpython-for-ds/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273220462,"owners_count":25066391,"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":"2025-09-02T02:00:09.530Z","response_time":77,"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":["numpy","pandas","python","webscraping"],"created_at":"2024-12-14T22:16:47.742Z","updated_at":"2026-05-07T01:05:15.690Z","avatar_url":"https://github.com/malintha-induwara.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Python for Data Science Learning Repository\n\nThis repository contains my personal notes, exercises, and examples as I learn Python for Data Science.\n\n## Repository Structure\n\n### Notes\n\nThe `Notes` directory contains chronological entries organized by date, covering key concepts and insights:\n\n- **Basics of Python** - Variables, data types, and operators\n- **Data Collections** - Lists, tuples, sets, and dictionaries\n- **Functions** - Parameters, arguments, lambda functions\n- **Data Handling** - CSV files, structured data\n- **NumPy** - Multi-dimensional arrays and matrix operations\n- **Web Scraping** - Extracting data from websites\n\n### Exercises\n\nThe `Exercises` directory contains practical examples covering various Python concepts:\n\n1. **Basic Python** - Variables, conditionals, loops\n2. **Data Structures** - Lists, tuples, and operations\n3. **Functions \u0026 Lambda** - Function definitions, arguments, lambda expressions\n4. **Object-Oriented Programming** - Classes, inheritance, encapsulation\n5. **File Operations** - Reading and writing files\n6. **Advanced Topics** - Recursion, decorators\n7. **Data Science Libraries** - NumPy, Pandas examples\n\n#### Special Exercise Directories\n\n- **Extra** - Contains advanced algorithm implementations like binary search and fibonacci\n\n### Environment Setup\n\n- The `Env` directory contains environment variables and configuration\n- `.gitignore` file to exclude unnecessary files from version control\n\n## Key Concepts Covered\n\n- Python fundamentals and best practices\n- Data structures and their applications\n- Functional and Object-Oriented Programming\n- Data manipulation and analysis\n- Algorithm implementation\n- File handling and data persistence\n\n## Getting Started\n\nTo run these examples:\n\n1. Clone this repository\n2. Make sure you have Python installed (preferably Python 3.6+)\n3. Install required packages:\n   ```\n   pip install numpy pandas python-dotenv\n   ```\n4. Navigate to specific exercise directories to run examples\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalintha-induwara%2Fpython-for-ds","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmalintha-induwara%2Fpython-for-ds","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalintha-induwara%2Fpython-for-ds/lists"}