{"id":31740355,"url":"https://github.com/muhammadusman-khan/e-commerce-store-eda","last_synced_at":"2026-04-29T23:06:10.861Z","repository":{"id":318146029,"uuid":"1070142863","full_name":"MuhammadUsman-Khan/E-Commerce-Store-EDA","owner":"MuhammadUsman-Khan","description":"Exploratory Data Analysis on E-commerce store data to uncover insights about sales trends, customer behavior, and product performance using Python libraries like Pandas, NumPy, and Matplotlib/Seaborn.","archived":false,"fork":false,"pushed_at":"2025-10-05T11:14:55.000Z","size":472,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-05T13:07:41.043Z","etag":null,"topics":["data-analysis","data-science","data-visualization","e-commerce","eda","exploratory-data-analysis","jupyter-notebook","matplotlib","numpy","pandas","python","seaborn"],"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/MuhammadUsman-Khan.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":"2025-10-05T11:02:04.000Z","updated_at":"2025-10-05T11:15:43.000Z","dependencies_parsed_at":"2025-10-05T13:07:43.063Z","dependency_job_id":"d78b9e6f-ccd2-47a4-8613-827ddd853d3a","html_url":"https://github.com/MuhammadUsman-Khan/E-Commerce-Store-EDA","commit_stats":null,"previous_names":["muhammadusman-khan/e-commerce-store-eda"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/MuhammadUsman-Khan/E-Commerce-Store-EDA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MuhammadUsman-Khan%2FE-Commerce-Store-EDA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MuhammadUsman-Khan%2FE-Commerce-Store-EDA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MuhammadUsman-Khan%2FE-Commerce-Store-EDA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MuhammadUsman-Khan%2FE-Commerce-Store-EDA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MuhammadUsman-Khan","download_url":"https://codeload.github.com/MuhammadUsman-Khan/E-Commerce-Store-EDA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MuhammadUsman-Khan%2FE-Commerce-Store-EDA/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279001320,"owners_count":26083040,"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":"2025-10-09T02:00:07.460Z","response_time":59,"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":["data-analysis","data-science","data-visualization","e-commerce","eda","exploratory-data-analysis","jupyter-notebook","matplotlib","numpy","pandas","python","seaborn"],"created_at":"2025-10-09T10:18:09.482Z","updated_at":"2025-10-09T10:18:13.158Z","avatar_url":"https://github.com/MuhammadUsman-Khan.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# E-Commerce Store EDA\n\n## Description\nThis repository contains a complete **Exploratory Data Analysis (EDA)** of an E-commerce store dataset. The analysis aims to uncover meaningful insights into customer behavior, sales trends, and product performance. Using Python's popular data analysis and visualization libraries, this project demonstrates a systematic approach to exploring and understanding e-commerce data.\n\n---\n\n## Features\n- Data cleaning and preprocessing  \n- Handling missing values and duplicates  \n- Summary statistics of key features  \n- Visualizations to identify trends and patterns:\n  - Sales trends over time  \n  - Product category performance  \n  - Customer purchase behavior  \n- Correlation analysis to understand feature relationships  \n\n---\n\n## Technologies Used\n- **Python**  \n- **Pandas** – Data manipulation and analysis  \n- **NumPy** – Numerical operations  \n- **Matplotlib \u0026 Seaborn** – Data visualization  \n- **Jupyter Notebook** – Interactive coding and visualization  \n\n---\n\n## How to Run\n1. Clone the repository:\n```bash\ngit clone https://github.com/MuhammadUsman-Khan/E-Commerce-Store-EDA.git\n```\n2. Navigate to the project folder:\n\n```bash\ncd E-Commerce-Store-EDA\n```\n3. Open the notebook in Jupyter:\n\n```bash\njupyter notebook E_Commerce_Store_EDA.ipynb\n```\n4. Run the cells sequentially to explore the analysis and visualizations.\n\n## Dataset\nThe project uses an E-commerce store dataset (CSV format). Ensure the dataset is in the same directory as the notebook or update the path in the notebook accordingly.\n\n## Project Outcome\n- Identified top-performing products and categories\n\n- Analyzed monthly/seasonal sales trends\n\n- Gained insights into customer purchasing patterns\n\n- Generated actionable visualizations for business decisions\n\n## Contributing\nFeel free to fork this repository, add improvements, or create additional visualizations. 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