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---
language:
  - en
license: mit
tags:
  - cricket
  - sports
  - ball-by-ball
  - nepal
  - dataset
  - t20
  - match-summary
pretty_name: Nepal Premier League Dataset
task_categories:
  - tabular-classification
  - tabular-regression
configs:
  - config_name: ball_by_ball
    description: Ball-by-ball details of each delivery in the Nepal Premier League.
  - config_name: match_summary
    description: Match-level summary with team scores, toss info, and results.
size_categories:
  - 10k<n<100k
dataset_info:
  - description: >
      This dataset contains two configurations:
        • `ball_by_ball`: ball-by-ball data for all Nepal Premier League matches.
        • `match_summary`: aggregated match-level statistics for each match.
---

# 🏏 Nepal Premier League Dataset

This dataset provides structured data from the **Nepal Premier League (NPL)**.

It includes two configurations:
- **`ball_by_ball`** — Every ball delivered in NPL matches, with batsman, bowler, runs, extras, and dismissals.
- **`match_summary`** — Per-match summaries including teams, venue, toss details, scores, and results.

## 🧠 Usage

```python
from datasets import load_dataset

# Ball-by-ball data
ball_data = load_dataset("samarpanrai/Nepal-Premier-League-ball-by-ball", "ball_by_ball")

# Match summary data
match_data = load_dataset("samarpanrai/Nepal-Premier-League-ball-by-ball", "match_summary")
```

## 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]].