Visualizations and Dashboards with exploratory data analysis to find really cool insights about IPL
I have summarized and extracted information from IPL dataset and performed exploratory data analysis
In this project I have used a IPL dataset consists of matches and deliveries.
I used the data to perform data preprocessing with Pandas.
Performed various data analysis on the dataset and created a dashboard with all visualizations (like bar chart, pie chart and other) and extracted some data insights.
Flask as a backend application server
MySQL database to store the dataset and fetch data from there by using SQL Alchemy
Pandas for preprocessing data from database and updating the database
Dash from plotly to create visualizations and dashboards with visualizations.
Firebase for user authentication and storing user data
Clone the project
git clone https://github.com/manisaiprasad/ipl_vis
Create a new virtual environment
cd ipl_vis
python3 -m venv env
source env/bin/activate
Instaling requriments
pip install -r requriments.txt
Running the flask app
export FLASK_APP=main.py
export FLASK_ENV=development
flask run -h 0.0.0.0
