menu
techminis

A naukri.com initiative

google-web-stories
Home

>

Programming News

>

Streamlit ...
source image

Dev

6h

read

333

img
dot

Image Credit: Dev

Streamlit Dashboard: Let's analyse how Virat Kohli performs!

  • Dhanush Devadiga, a front-end developer and cricket enthusiast, created an interactive dashboard called Player Analytics to analyze player performance, including Virat Kohli's.
  • The dashboard allows users to switch between ODI, Test, and T20 formats, displaying key metrics such as total runs, matches played, average strike rate, best score, hundreds, and fifties.
  • Additional features include an 'About' tab for player context, a score predictor page, an interactive data table with filtering and sorting options, and various visualizations like area plots, spider plots, and bar plots.
  • Cricket Analytics is highlighted as essential for insights in the sport, although the current version of the dashboard has limitations such as static data loading and lack of real-time updates.
  • Future enhancements may include API integration for live stats, advanced AI models for predictions, additional visualizations, player comparison tool, mobile responsiveness, light/dark mode toggle, and integration with betting platforms.
  • Overall, the project combines data, design, and cricket fandom to offer insights to analysts, developers, and cricket fans alike.

Read Full Article

like

20 Likes

For uninterrupted reading, download the app