Exploratory Data Analysis, Data Visualization and Prediction Web Application

This is a Web Application for Exploratory Data Analysis (EDA), Data Visualization and Prediction of a CSV file.

How it works:

1. Upload any dataset as a CSV file
2. Click on Submit button
3. You will see the complete Data Analysis, Visualization and Prediction in an interactive web page

Tech Stack:

1. Python
2. Pandas
3. Numpy
4. Matplotlib
5. Scikit-learn
6. Flask
7. HTML & CSS
8. Bootstrap
9. JavaScript

How to run the application:

1. Clone the repository
2. Install the dependencies using pip install -r requirements.txt
3. Run the application using python main.py
4. Open the browser and go to http://127.0.0.1:8080/
5. Upload the CSV file and click on Submit button
6. You will see the complete Data Analysis, Visualization and Prediction

Screenshots:

Overview of the dataset
Column wise analysis of dataset

Scatter Plots of each column with respect to other columns

Prediction using Linear Regression