philkasumbi/kenya-tenders-dashboard

An interactive, responsive dashboard visualizing Kenya public tender data using Plotly, Pandas, and Tailwind CSS. # 📊 Kenya Tenders Dashboard (2025) An interactive data analysis and dashboard project that explores public tender data from across Kenya. Built with Python, Pandas, Plotly, and HTML/CSS, this project visualizes procurement trends, methods, durations, and top procuring entities using real-world government tender records. --- ## 🌍 Project Description This dashboard provides insights into the state of public tenders in Kenya by analyzing key procurement metrics such as: - Number of tenders by category and method - Distribution of addendums issued - Duration between publish and closing dates - Monthly publishing trends - Top 10 procuring entities by number of tenders The goal is to help government agencies, journalists, and citizens better understand procurement activity and promote transparency and efficiency. --- ## 💡 Features - 📈 Interactive Plotly visualizations embedded in HTML - 🧹 Cleaned and transformed data using Pandas - 📅 Duration analysis between publishing and closing - 🔍 Filtered visual insights by method and category - ⚙️ Responsive layout styled with Tailwind CSS - 📁 Ready-to-use dashboard for browsers or hosting --- ## 🛠️ Tools & Technologies Used - **Python** (Pandas, NumPy) - **Plotly Express** for interactive charts - **Tailwind CSS** for styling - **Jupyter Notebook** for data exploration and cleaning - **Git & GitHub** for version control and hosting --- ## 🖼️ Dashboard Preview Open the dashboard in any web browser: ```bash dashboard.html ``` # 📊 Kenya Tenders Dashboard (2025) An interactive data analysis and dashboard project that explores public tender data from across Kenya. Built with Python, Pandas, Plotly, and HTML/CSS, this project visualizes procurement trends, methods, durations, and top procuring entities using real-world government tender records. --- ## 🌍 Project Description This dashboard provides insights into the state of public tenders in Kenya by analyzing key procurement metrics such as: - Number of tenders by …