Customer Churn Analysis Dashboard (Streamlit + Machine Learning)

Empower your business with predictive insights and clear data visualization.
This complete dashboard solution helps you analyze customer behavior, detect churn risks, and take data-driven actions using Python, Streamlit, Plotly, and machine learning.

What’s Included

• Interactive Streamlit Dashboard
  Explore churn metrics with real-time filters and visualizations powered by Plotly.
• Churn Prediction Model
  Comes with both Random Forest and Logistic Regression models trained on telecom churn data.
• Customer-Level Prediction
  Input customer details and get churn probability and prediction instantly.
• Data Cleaning & Preprocessing
  Includes a full pipeline with missing value handling, label encoding, and numeric conversion.
• Polished UI Design
  Professionally styled interface with sidebar navigation and a clean layout.
• Downloadable Reports
  Export filtered data and churn analysis reports directly from the dashboard.

Ideal For

• Data analysts and portfolio builders
• Business owners exploring customer retention
• Students working on machine learning projects
• Freelancers or consultants who want a ready-to-use churn solution

Tech Stack

• Python
• Streamlit
• Plotly
• scikit-learn
• Pandas and NumPy