{"id":23162921,"url":"https://github.com/vvipjain/super-mart-sales-analysis","last_synced_at":"2026-05-09T02:05:46.070Z","repository":{"id":251728268,"uuid":"838269572","full_name":"VVipJain/Super-Mart-Sales-Analysis","owner":"VVipJain","description":"Super Mart Sales Analysis","archived":false,"fork":false,"pushed_at":"2024-08-05T10:43:57.000Z","size":638,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-26T18:44:32.703Z","etag":null,"topics":["pandas","pandas-library","pandas-python","plotly","plotly-express","plotly-python","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/VVipJain.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":"2024-08-05T09:49:32.000Z","updated_at":"2025-02-15T06:23:33.000Z","dependencies_parsed_at":"2024-08-05T11:31:16.477Z","dependency_job_id":"19938920-5020-40f6-a728-c7670e871440","html_url":"https://github.com/VVipJain/Super-Mart-Sales-Analysis","commit_stats":null,"previous_names":["vvipjain/super-mart-sales-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/VVipJain/Super-Mart-Sales-Analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VVipJain%2FSuper-Mart-Sales-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VVipJain%2FSuper-Mart-Sales-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VVipJain%2FSuper-Mart-Sales-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VVipJain%2FSuper-Mart-Sales-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VVipJain","download_url":"https://codeload.github.com/VVipJain/Super-Mart-Sales-Analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VVipJain%2FSuper-Mart-Sales-Analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32804632,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-08T08:22:46.396Z","status":"online","status_checked_at":"2026-05-09T02:00:06.633Z","response_time":123,"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":["pandas","pandas-library","pandas-python","plotly","plotly-express","plotly-python","python"],"created_at":"2024-12-18T00:14:21.428Z","updated_at":"2026-05-09T02:05:46.028Z","avatar_url":"https://github.com/VVipJain.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Super-Mart-Sales-Analysis\n\nThis repository contains an in-depth analysis of sales data from a supermart, utilizing Python, Pandas, and Plotly for data manipulation and visualization. The project aims to uncover insights into sales performance, customer behavior, and product trends.\n\n\nINTRODUCTION :-\n\nIn this project, we perform a comprehensive analysis of sales data from a supermart. By leveraging the powerful data manipulation capabilities of Pandas and the interactive visualization features of Plotly, we aim to provide valuable insights into various aspects of the supermart's operations. This project is ideal for data analysts, business managers, and anyone interested in retail analytics.\n\n\nDATASET :-\n\nThe dataset used in this analysis contains detailed information about sales transactions, including product details, sales amounts, customer demographics, and more. The data is stored in a CSV file named 10000 Sales Records.csv.\n\n\nANALYSIS :-\n\nThe analysis is divided into several sections:\n\nLoading and Cleaning Data: Importing the dataset and performing initial cleaning operations such as handling missing values and converting data types.\n\nData Exploration: Exploring the dataset to understand its structure, including summary statistics and unique values.\n\nSales Performance: Analyzing sales performance across different branches, product lines, and customer types.\n\nCustomer Behavior: Understanding customer demographics, preferences, and purchasing patterns.\n\nProduct Trends: Identifying top-selling products, seasonal trends, and product performance over time.\n\n\nVISUALISATION :-\n\nWe use Plotly to create interactive visualizations. Some of the key visualizations include:\n\nBar Charts: Margins analysis region wise from the revenue and cost.\n\n![newplot(10)](https://github.com/user-attachments/assets/80caa4c4-aad3-4ac8-b53a-7885392b1450)\n\n\nPie Charts: Distribution of sales by category and item wise profit analysis.\n\n![newplot(7)](https://github.com/user-attachments/assets/0022545a-0fb1-4541-bad2-d051a12f8035)\n![newplot(9)](https://github.com/user-attachments/assets/b9ea00de-2189-4d5c-80f8-3c30e7c4720b)\n\n\nLine Charts: Trends in sales and profit over a month.\n\n![newplot(8)](https://github.com/user-attachments/assets/6eb4c6a5-e3be-4901-9215-35acc911397e)\n![newplot(11)](https://github.com/user-attachments/assets/5108dfc4-8ed0-4588-a0ce-9b59cba949e6)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvvipjain%2Fsuper-mart-sales-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvvipjain%2Fsuper-mart-sales-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvvipjain%2Fsuper-mart-sales-analysis/lists"}