How badalsahu200ns-png/healthcare-analytics-for-doctor-visits works
This repository is a doctor-visit healthcare analytics project. Its documented workflow is to examine the dataset, clean and explore it, compare visit patterns across demographic, socioeconomic, health, chronic-condition, and coverage factors, then use statistical analysis and visualizations to communicate findings. The notebook is the runtime analysis entry point; the CSV is the dataset. The tree also includes an HTML dashboard and a presentation, but the supplied README does not describe how they are produced or connected to the notebook, so they are shown as standalone artifacts. No notebook source was available to verify finer-grained calls or cell flow.
Main entry points: Healthcare_Analytics_for_Doctor_Visits.ipynb Exploratory analysis · 1776250375-P2-Healthcare Analytics for Doctor Visits.csv Visit dataset
Components 10
Healthcare data
- Visit dataset
1776250375-P2-Healthcare Analytics for Doctor Visits.csv
Notebook analysis
- Data understanding
Healthcare_Analytics_for_Doctor_Visits.ipynb - Data cleaning
Healthcare_Analytics_for_Doctor_Visits.ipynb - Exploratory analysis
Healthcare_Analytics_for_Doctor_Visits.ipynb - Factor comparisons
Healthcare_Analytics_for_Doctor_Visits.ipynb - Statistics and outliers
Healthcare_Analytics_for_Doctor_Visits.ipynb - Visualizations
Healthcare_Analytics_for_Doctor_Visits.ipynb
Project outputs
- Dashboard
healthcare_analytics_dashboard.html - Presentation
BADAL_KUMAR_SAHU_STU6a3535a4427f41781872036_Healthcare_Analytics_for_Doctor_Visits.pptx
Other components
- Analyst
Connections 8
- Analyst → Data understanding: runs notebook
README.md - Visit dataset → Data understanding: examines data
README.md - Data understanding → Data cleaning: checks data
README.md - Data cleaning → Exploratory analysis: prepares variables
README.md - Exploratory analysis → Factor comparisons: explores factors
README.md - Exploratory analysis → Statistics and outliers: analyzes patterns
README.md - Factor comparisons → Visualizations: visualizes comparisons
README.md - Statistics and outliers → Visualizations: visualizes findings
README.md