Dream11

Dream11 is a comprehensive cricket platform that combines data analysis and interactive web features. This project allows users to create their Dream11 fantasy cricket teams and explore detailed statistics from the World Cup 2023 cricket tournament.

Link to App: https://dream11-wc-2023-analysis-d4pleliywlszsoctwdb5st.streamlit.app/

Technologies Used

• Python: The primary language for data processing and web development.
• Jupyter: Used for exploratory data analysis and manipulation.
• SQLite3: Database management system for storing and querying cricket data.
• Plotly Express: Visualization library for creating interactive charts and graphs.
• Streamlit: Framework for building interactive web applications.
• Pandas: Data manipulation and analysis library.

Project Overview

1. Data Collection:

   • Downloaded World Cup 2023 cricket data to analyze player and team performance.

2. Data Manipulation:

   • Utilized Pandas for cleaning, processing, and analyzing the cricket data.

3. Database Creation:

   • Developed an SQLite3 database to efficiently store and query cricket data.

4. Web Application:

   • Built an interactive website using Streamlit with two main sections:
     • Dream11: Create and manage your fantasy cricket teams.
     • Stats: Explore and visualize World Cup 2023 statistics using Plotly Express.
   • Added filters to fetch specific player data and display relevant stats.

Features

• Dream11 Team Builder: Allows users to assemble and manage their fantasy cricket teams.
• World Cup 2023 Stats: Provides detailed stats and interactive charts to analyze team and player performance.