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README.md

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-license: cc-by-nc-sa-2.0
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+# Nepal Premier League (NPL) Dataset
+
+This repository contains the official dataset for the Nepal Premier League (NPL), which includes two key datasets:
+
+1. **NPL_matches**: This file contains data about all the matches played in the Nepal Premier League (NPL), including details like match results, teams, dates, and more.
+2. **NPL_final**: This file contains ball-by-ball data for all the matches, providing detailed information about each ball played, including runs, wickets, overs, and other critical match events.
+
+## Files
+
+- **NPL_matches.csv**: Data for each match in the Nepal Premier League, including information such as:
+  - match_id
+  - date
+  - teams
+  - match_result
+  - total_runs, wickets, and other match statistics
+
+- **NPL_final.csv**: A more granular dataset that includes ball-by-ball data for every match, including:
+  - match_id
+  - ball_over
+  - bowler
+  - batsman
+  - batsman_runs
+  - dismissal_kind
+  - shot_direction, and other data
+
+## Purpose
+
+The datasets provide insights into the performance and outcomes of the Nepal Premier League (NPL) matches. The ball-by-ball data allows for in-depth analysis and exploration of the matches, while the match-level dataset offers an overview of each game played in the league.
+
+## Usage
+
+You can use these datasets for:
+- Statistical analysis of player performance
+- Match outcome prediction models
+- Visualizing trends and patterns across multiple seasons
+- Research and analysis related to cricket match dynamics
+
+## License
+
+The datasets are provided for research, analysis, and educational purposes. Please attribute the source appropriately when using the data.
+
+---
+
+For any questions or issues, please contact [[email protected]].