https://github.com/prashantkumar7541/doctor-visit-insights
Doctor Visit Data Analysis
https://github.com/prashantkumar7541/doctor-visit-insights
data-analytics doctor-visit-analysis jupyter-notebook python
Last synced: 3 months ago
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Doctor Visit Data Analysis
- Host: GitHub
- URL: https://github.com/prashantkumar7541/doctor-visit-insights
- Owner: prashantkumar7541
- Created: 2024-11-20T14:49:52.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-12-21T07:36:38.000Z (5 months ago)
- Last Synced: 2025-01-08T17:46:13.228Z (4 months ago)
- Topics: data-analytics, doctor-visit-analysis, jupyter-notebook, python
- Homepage:
- Size: 649 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Doctor Visit Insights
**Doctor Visit Insights** is a data analysis project aimed at extracting meaningful insights from healthcare data related to doctor visits. This project leverages **machine learning**, **data visualization**, and **statistical analysis** to analyze patterns in patient visits, predict healthcare outcomes, and optimize healthcare management. The project includes data on patient demographics, diagnosis, treatment plans, and visit history.
## Features
- **Data Exploration**: Explore and analyze doctor visit data to identify key patterns, trends, and anomalies.
- **Predictive Modeling**: Build machine learning models to predict outcomes such as the likelihood of a follow-up visit or the prediction of healthcare conditions based on demographics and visit history.
- **Diagnosis Frequency**: Identify the most common diagnoses and trends across various patient groups.
- **Data Visualization**: Visualize trends, patterns, and correlations in the doctor visit data using graphs, charts, and heatmaps.
- **Healthcare Insights**: Provide actionable insights to improve patient care, hospital management, and operational efficiency.
## Installation
To run the Doctor Visit Insights project locally, follow these steps to set up the project.
### Prerequisites
Ensure you have the following installed:
- **Python 3.x**: A Python environment to run the project.
- **Git**: To clone the repository.
### Steps to Install
1. **Clone the repository**:
First, clone the repository to your local machine:
```bash
git clone https://github.com/prashantkumar7541/Doctor-Visit-Insights.git