{"id":26014731,"url":"https://github.com/aelmah/data-analytics","last_synced_at":"2026-04-22T10:04:28.071Z","repository":{"id":267688447,"uuid":"902051888","full_name":"aelmah/Data-Analytics","owner":"aelmah","description":"Projects : Netflix Data Analysis, Udemy Data Analysis, Covid-19 Data Analysis, and more ..","archived":false,"fork":false,"pushed_at":"2024-12-23T15:02:51.000Z","size":2079,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-06T02:37:21.102Z","etag":null,"topics":["pandas","pandas-dataframes","pandas-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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aelmah.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":"2024-12-11T20:13:23.000Z","updated_at":"2025-01-15T13:51:39.000Z","dependencies_parsed_at":"2024-12-23T15:47:20.841Z","dependency_job_id":null,"html_url":"https://github.com/aelmah/Data-Analytics","commit_stats":null,"previous_names":["aelmahraoui/data-analytics","aelmah/data-analytics"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/aelmah/Data-Analytics","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Analytics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Analytics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Analytics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Analytics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aelmah","download_url":"https://codeload.github.com/aelmah/Data-Analytics/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Analytics/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32130793,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-22T08:34:57.708Z","status":"ssl_error","status_checked_at":"2026-04-22T08:34:55.583Z","response_time":58,"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":["pandas","pandas-dataframes","pandas-python"],"created_at":"2025-03-06T02:34:09.412Z","updated_at":"2026-04-22T10:04:28.053Z","avatar_url":"https://github.com/aelmah.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n### Python - Data Analytics - Real World Hands-on Projects\n\nThese projects were completed as part of my course **Python - Data Analytics - Real World Hands-on Projects** on Udemy. The course focuses on applying Python to real-world data analysis scenarios using the **Pandas** library, among other tools. This repository contains the source code and datasets for each of the eight projects, which have provided me with practical insights and hands-on experience in data analysis.\n\nThe course covers several fundamental data analysis techniques, including data cleaning, manipulation, and visualization, using real-world datasets. Through this course, I have developed skills that are essential for a career in data analytics, including handling diverse datasets and performing advanced analysis with Python.\n\n#### Key Projects Completed:\n\n- **Weather Data Analysis**  \n  Analyzing weather patterns and trends using publicly available datasets.\n\n- **Cars Data Analysis**  \n  Exploring data about various cars and conducting analyses to uncover insights related to performance, cost, and efficiency.\n\n- **Covid Data Analysis**  \n  Understanding the impact of the COVID-19 pandemic by analyzing global data across multiple dimensions.\n\n- **London Housing Data Analysis**  \n  Analyzing real estate data to examine trends in the London housing market.\n\n- **Census Data Analysis**  \n  Exploring census data to identify trends in population demographics and related variables.\n\n- **Udemy Data Analysis**  \n  Analyzing Udemy course data to uncover patterns related to course popularity, ratings, and user feedback.\n\n- **Netflix Data Analysis**  \n  Conducting analysis on Netflix data to gain insights into viewing habits and trends.\n\n#### Tools and Techniques Used:\n- **Python**: The primary programming language for data analysis.\n- **Pandas**: Used extensively for data manipulation and cleaning.\n- **Matplotlib**: For data visualization and graphical representation of findings.\n- **Jupyter Notebook**: The primary environment for running and documenting the projects.\n\n#### What I Learned:\n- How to handle and analyze large datasets using **Pandas**.\n- How to visualize data effectively using **Matplotlib**.\n- Techniques for cleaning and preparing data for analysis.\n- How to draw insights from diverse datasets and apply data analytics techniques to real-world problems.\n\nEach project in this repository reflects the hands-on application of Python-based data analytics, which has enhanced my skills and understanding of the field. These projects have also helped me build a portfolio that demonstrates my ability to handle real-world data and extract meaningful insights.\n\n#### Links:\n- [Course Link](https://www.udemy.com/course/bigdata-analysis-python/learn/lecture/37030910?start=15#overview)\n- [Certificate of Completion](https://www.udemy.com/certificate/UC-e796c663-2d68-4352-8082-a90564774d1a/)\n\n  \nFeel free to explore the repository, dive into the code, and experiment with the datasets to deepen your understanding of data analysis with Python.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faelmah%2Fdata-analytics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faelmah%2Fdata-analytics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faelmah%2Fdata-analytics/lists"}