https://github.com/Zaibten/Correlation-Coefficient-Web-Application-In-Node-Js
This is a web-based application that calculates the correlation coefficient and performs linear regression analysis. The app also predicts y for a given x based on the regression equation.
https://github.com/Zaibten/Correlation-Coefficient-Web-Application-In-Node-Js
expressjs livedata nodejs probability statistical-analysis vercel vercel-deployment web-application
Last synced: 4 months ago
JSON representation
This is a web-based application that calculates the correlation coefficient and performs linear regression analysis. The app also predicts y for a given x based on the regression equation.
- Host: GitHub
- URL: https://github.com/Zaibten/Correlation-Coefficient-Web-Application-In-Node-Js
- Owner: Muzamilofficial
- Created: 2024-12-23T19:14:40.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-26T06:30:12.000Z (over 1 year ago)
- Last Synced: 2024-12-30T22:17:19.850Z (over 1 year ago)
- Topics: expressjs, livedata, nodejs, probability, statistical-analysis, vercel, vercel-deployment, web-application
- Language: JavaScript
- Homepage: https://zaibtentech.vercel.app
- Size: 3.28 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 📊 Correlation and Regression Calculator
This is a web-based application that calculates the correlation coefficient and performs linear regression analysis. The app also predicts `y` for a given `x` based on the regression equation.
## 🧑💻 Technologies Used
- **Node.js**: JavaScript runtime environment
- **Express.js**: Web framework for Node.js
- **Chart.js**: For graph rendering
- **Math.js**: To perform mathematical operations like sum and square
- **Particles.js**: For creating a dynamic background
## ⚙️ Features
- Calculate **correlation coefficient** between two sets of data
- Generate a **regression line** based on the input values
- **Predict y** for a specific x using the regression equation
- Dynamic **graph rendering** using **Chart.js**
- Cool **background animation** with **Particles.js**
## 📝 Setup Instructions
To run this project locally, follow these steps:
1. Clone the repository:
```bash
git clone https://github.com/Muzamilofficial/correlation-regression-calculator.git
```
2. Navigate to the project directory:
```bash
cd correlation-regression-calculator
```
3. Install the required dependencies:
```bash
npm install
```
4. Start the server:
```bash
npm start
```
5. Open the app in your browser:
- Visit `http://localhost:3000`
# 🖼️ Screenshots Of The Application
### 🎨 Web Interface
#### The main interface where you input `x` and `y` values:
#### The resulting graph showing the correlation and regression line:
#### The correlation and regression results displayed after calculation:
---
### Feel free to customize the repository with your desired features and improvements! 🚀