SMART FOOTBALL PLAYER PERFORMANCE ANALYSIS USING STREAMIT

Abstract

The Football Player Performance Analysis System (FIG. 1) offers a comprehensive platform for analyzing player performance. It integrates a Web Interface for Player Information (101) and an Individual Player Data Module (102) to process metrics such as goals and assists through a Data Preprocessing Module (103). Once the data is refined, the system uses a Web Interface for Visualization/Analysis (201), as shown in FIG. 2, to generate dynamic plots, attribute comparisons, and scatter plots (205–207). This interactive analysis provides valuable insights, helping users explore player strengths, trends, and performance metrics efficiently.

Specification

Description:The Football Player Performance Analysis System (Figure 1) is designed to provide a robust and
interactive platform for analysing and comparing football players' performance metrics. The
system involves a multi-step process that integrates web technologies and data pre-processing for
an enhanced analytical experience, resulting in an intuitive interface for both users and analysts.
The integration of a Web Interface for Player Information (100) allows users to input individual
player details and performance data. This web interface forms the foundation for player data
management, ensuring that all relevant information is captured for further analysis. , C , Claims:1. A system for Football Player Performance Analysis System (100) comprising 1) Web
Interface for Players' Information (101) ,Team Selection (102) and Team/Club
selected(103);
2. A system for Football Player Performance Analysis System (100) as claimed in claim
1, wherein Player data (104) is loaded through JavaScript, allowing users to select
player cards (105) and view detailed Player Attributes (106);
3. A system for Football Player Performance Analysis System (100) as claimed in claim
1, wherein the visualisation module of Streamlit Frontend (107) processes the data
into a CSV file for player data analysis and visualization (108);
4. A system for Football Player Performance Analysis System (100) as claimed in claim
1, wherein the Player Data Analysis and Visualization module (108) provides insights
through charts and dashboards; and
5. A system for Football Player Performance Analysis System (100) as claimed in claim
1, wherein Streamlit Frontend (107) reads the data (201) accepts the player name (202)
and performs visualization (203) and performs additional analysis (204), Attribute
comparison (205), scatter plot (206) and animated scatter plot (207).

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