Full Stack IPL Cricket Analytics Dashboard and Statistics Platform

Group: Capstone Project

Product Category: BI Reporting & Analytics

Sub Category: Data Analysis

About this Product

IPL Analytics Dashboard is an advanced, full-stack capstone project that transforms 17 years of Indian Premier League ball-by-ball match data (2008–2025) into a production-grade cricket intelligence platform — complete with a data ingestion pipeline, a 22-table PostgreSQL database, 50+ REST API endpoints, and 14 interactive dashboard pages.

With this project, you'll build a platform that can:

Ingest and parse Cricsheet JSON match files into a normalized database via an automated Python pipeline
Compute batting, bowling, and fielding statistics — per-season and all-time career totals
Browse teams, players, match scorecards, and season-wise squad details
Explore sortable leaderboards — most runs, wickets, sixes, best economy, and more
View points tables with NRR computed from actual ball-by-ball innings data
Compare players and teams head-to-head with a dedicated comparison tool

This project teaches you practical skills like:

Full-stack development with FastAPI and Next.js App Router
Relational database design with 22+ normalized tables and audit trails
REST API design with 14 route modules, service layers, and Pydantic DTOs
Interactive data visualization with Recharts and Chart.js
JWT authentication with role-based access control

It uses Python, FastAPI, SQLAlchemy, PostgreSQL, Alembic, Next.js, React, Tailwind CSS, Recharts, and Chart.js.
Why this project matters:

IPL data is rich, real, and publicly available. This project gives you a complete picture of how production data platforms are built — from raw JSON ingestion to interactive dashboards.

Full Stack IPL Cricket Analytics Dashboard and Statistics Platform

84% OFF

Topics: Full Stack Development, Data Ingestion & Pipeline, REST API Development, Database Design, Data Visualization, User Authentication

Languages: English

Skills: Python, FastAPI, Next.js, PostgreSQL, SQLAlchemy, Alembic, Tailwind CSS, Recharts, Chart.js, JWT, REST APIs

Business Domain: Sports Analytics / CricTech

Level: Advanced

$50.00 $8.00

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