CTA Operational Intelligence Dashboard

A professional healthcare operational analytics dashboard developed using Streamlit, Plotly, Python, and Data Analytics techniques.

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Project Overview

The CTA Operational Intelligence Dashboard is designed to monitor and analyze healthcare operational performance across child transfer and care transition systems.

The dashboard provides:

• Operational Health Monitoring
• KPI Performance Analysis
• Bottleneck Detection
• Throughput Forecasting
• Correlation Analysis
• Risk Classification
• Smart Operational Recommendations
• Interactive KPI Exploration
• Executive Summary Reporting

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Key Features

Executive Analytics

• Real-time operational health scoring
• Risk-level classification
• KPI ranking system
• Executive snapshot overview

KPI Monitoring

• Transfer Efficiency tracking
• Discharge Effectiveness analysis
• Pipeline Throughput monitoring
• Backlog Risk analysis

Advanced Analytics

• Operational bottleneck detection
• Throughput anomaly detection
• Forecast trend analysis
• Correlation heatmaps

Interactive Dashboard Components

• Expandable analytics sections
• Interactive KPI explorer
• Executive summary tabs
• Downloadable operational reports

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Technologies Used

• Python
• Streamlit
• Plotly
• Pandas
• NumPy
• Matplotlib
• Seaborn
• Scikit-learn

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Dashboard Preview

KPI Analytics

Executive Summary

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Installation

Clone repository:

git clone https://github.com/Nanu121/CTA_Operational_Intelligence_Dashboard.git

Install dependencies:

pip install -r requirements.txt

Run the dashboard:

streamlit run streamlit_app.py

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Future Enhancements

• Real-time database integration
• Machine learning forecasting models
• User authentication
• Live API integration
• Automated alert systems

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Developed By

Deepanshu Bisht

Electronics & Communication Engineering
Data Analytics & Operational Intelligence Enthusiast