Priscillagit/women-in-tech-ghana

👩‍💻 Women in Tech in Ghana – Interactive Dashboard An interactive data dashboard built with Streamlit, Pandas, and Plotly to explore insights, trends, and opportunities for women in Ghana’s tech ecosystem. 🌍 Live Demo on Streamlit Cloud (women-in-tech-ghana-g99wbow…) 📊 Features Trends Over Time – Line charts showing women in tech leadership and workforce growth. STEM Graduates – Bar chart comparing male vs female graduates by region. Roles in Tech – Interactive pie chart showing women’s representation in various tech roles. Leadership by Region – Compare representation across Accra, Kumasi, etc. Communities Map – Explore women-in-tech hubs (e.g., Soronko Academy, Women in Tech Africa). Filters & Interactivity – Choose year, region, and category dynamically. 🛠 Tech Stack Streamlit – web app framework Plotly Express – interactive charts Pandas – data manipulation Data: Mock dataset + Ghana communities (CSV) 📂 Project Structure women-in-tech-ghana/ │── data/ │ ├── education.csv │ ├── roles.csv │ ├── leadership.csv │ └── communities.csv │── app.py │── requirements.txt │── README.md 🚀 Run Locally Clone the repo: git clone github.com cd women-in-tech-ghana Create & activate a virtual environment (Windows example): python -m venv venv venv\Scripts\activate Install dependencies: pip install -r requirements.txt Run the dashboard: streamlit run app.py Open your browser → localhost 🌐 Deployment You can deploy for free on Streamlit Cloud: Push this repo to GitHub. Go to share.streamlit.io . Connect your GitHub repo. Deploy 🚀. 📌 Future Improvements Add real data from Ghana Statistical Service & Women in Tech Africa reports. Include salary gap analysis. Add survey insights (barriers, opportunities, mentorship impact). Build a React/Next.js version for public web hosting. 👤 Author Developed by Priscilla Dankwa 💼 Fiverr: fi …