{"id":25311500,"url":"https://github.com/mmenock/northwind-analysis","last_synced_at":"2025-04-07T11:48:36.210Z","repository":{"id":277233660,"uuid":"931770450","full_name":"MMEnock/Northwind-Analysis","owner":"MMEnock","description":"This project leverages the well-known Northwind dataset from Microsoft to build a comprehensive dashboard that provides deep insights into sales and revenue trends. Whether you're a data analyst, business strategist, or just a data enthusiast, this dashboard helps uncover key sales patterns, customer behavior, and revenue distribution across differ","archived":false,"fork":false,"pushed_at":"2025-02-12T20:43:48.000Z","size":0,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-12T21:32:33.428Z","etag":null,"topics":["powerbi","python"],"latest_commit_sha":null,"homepage":"","language":null,"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/MMEnock.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":"2025-02-12T20:35:23.000Z","updated_at":"2025-02-12T20:43:52.000Z","dependencies_parsed_at":"2025-02-12T21:42:35.085Z","dependency_job_id":null,"html_url":"https://github.com/MMEnock/Northwind-Analysis","commit_stats":null,"previous_names":["mmenock/northwind-analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MMEnock%2FNorthwind-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MMEnock%2FNorthwind-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MMEnock%2FNorthwind-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MMEnock%2FNorthwind-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MMEnock","download_url":"https://codeload.github.com/MMEnock/Northwind-Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247648913,"owners_count":20972944,"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","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":["powerbi","python"],"created_at":"2025-02-13T14:40:53.121Z","updated_at":"2025-04-07T11:48:36.175Z","avatar_url":"https://github.com/MMEnock.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# 📊 Northwind Sales \u0026 Revenue Analysis Dashboard\n\n## 🚀 Overview\nWelcome to the **Northwind Sales \u0026 Revenue Analysis Dashboard**! This project leverages the well-known **Northwind dataset** from Microsoft to build a comprehensive dashboard that provides deep insights into sales and revenue trends. Whether you're a data analyst, business strategist, or just a data enthusiast, this dashboard helps uncover key sales patterns, customer behavior, and revenue distribution across different dimensions.\n\n## 🎯 Key Objectives\nThis dashboard aims to answer critical business questions, such as:\n\n1. 📈 **Sales Trends**: How do total sales and revenue fluctuate over time (monthly, quarterly, yearly)?\n2. 🏆 **Top Products**: Which products generate the highest revenue, and how have their sales evolved?\n3. 💰 **Average Order Value (AOV)**: What is the AOV per customer, and how does it vary by region?\n4. 👑 **Top Customers**: Which customers contribute the most revenue, and what are their purchase patterns?\n5. 🎖 **Sales Representatives' Impact**: How much revenue does each sales representative contribute?\n6. 🏷 **Category Contribution**: What percentage of total revenue comes from each product category?\n7. 🌍 **Geographical Insights**: How does revenue distribution vary across countries and regions?\n8. 📉 **Customer Retention**: Which customers have increased or decreased their purchases over time?\n9. 📊 **Profitability**: What is the profit margin per product and per category?\n10. 🔄 **New vs. Returning Customers**: What are the revenue trends for new versus returning customers?\n\n## 🗂 Dataset\nThe Northwind dataset consists of:\n- **Orders**: Contains order details, including customer, order date, and total price.\n- **Order Details**: Contains granular product-level data for each order.\n- **Products**: Information on product names, categories, and suppliers.\n- **Customers**: Details of customers, including country and company name.\n- **Employees**: Sales representatives responsible for handling orders.\n- **Suppliers**: Information about product suppliers.\n\n## 🚦 Features of the Dashboard\n✔ **Interactive Sales Trends Visualization** 📊\n✔ **Top Products \u0026 Categories Performance** 🔍\n✔ **Customer Segmentation \u0026 Purchase Patterns** 🎯\n✔ **Sales Representative Contribution Analysis** 📢\n✔ **Profitability Breakdown by Product \u0026 Category** 💹\n✔ **Regional \u0026 Country-wise Revenue Distribution** 🌎\n✔ **New vs. Returning Customer Revenue Insights** 🔄\n✔ **Customizable Time Filters for Deep Analysis** ⏳\n\n## 🛠 Installation \u0026 Setup\n1. **Clone the repository:**\n   ```bash\n   git clone https://github.com/yourusername/northwind-sales-dashboard.git\n   cd northwind-sales-dashboard\n   ```\n2. **Install dependencies:**\n   ```bash\n   pip install -r requirements.txt\n   ```\n3. **Run the dashboard:**\n   ```bash\n   streamlit run app.py\n   ```\n\n## 📌 Usage\n- Use the interactive filters to analyze different time periods and sales patterns.\n- Drill down into customer and product performance to identify high-value segments.\n- Compare new and returning customers to understand retention and growth strategies.\n\n## 🤝 Contributing\nWe welcome contributions! To contribute:\n1. Fork the repository 🍴\n2. Create a new branch: `git checkout -b feature-name` 🌿\n3. Commit your changes: `git commit -m \"Added new feature\"` 📝\n4. Push to the branch: `git push origin feature-name` 🚀\n5. Submit a Pull Request! 🎉\n\n## 📜 License\nThis project is open-source and available under the [MIT License](LICENSE).\n\n## 🙌 Acknowledgments\n- **Microsoft** for the Northwind dataset 🏢\n- Open-source community for inspiring data visualization solutions 💡\n\n---\n🔥 **Let's turn raw data into actionable insights!** 🔥\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmmenock%2Fnorthwind-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmmenock%2Fnorthwind-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmmenock%2Fnorthwind-analysis/lists"}