wyscout-soccer-match-event-dataset

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wyscout-soccer-match-event-dataset

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# Soccer match event dataset - processed

This repository contains the Wyscout data described in the 'A public data set of spatio-temporal match events in soccer competitions' paper, but processed to the regular Wyscout form. In this form it can be loaded by libraries like [kloppy](https://kloppy.pysport.org).

The dataset contains the following competitions:

| Competition | Number of games | Season |
|-------------|-----------------|--------| 
| French Ligue 1 | 380 | 2017/18 |
| English Premier League | 380 | 2017/18 |
| Italian Serie A | 380 | 2017/18
| Spanish La Liga | 380 | 2017/18
| German Bundesliga | 306 | 2017/18
| Men’s FIFA World Cup | 64 | 2018
| Men’s UEFA Euro | 51 | 2016

Andrew Rowlinson (2020): [FOOTBALL SHOT QUALITY](https://aaltodoc.aalto.fi/bitstream/handle/123456789/45953/master_Rowlinson_Andrew_2020.pdf?sequence=1&isAllowed=y)

## Usage

The original files are processed to the regular JSON form. This makes it possible to load the data using kloppy. Since kloppy >=1.5.2 it's possible to access this dataset directly using the kloppy `datasets` api.

You can find all available matches in the [index](processed/README.md) in the repository.

### Load using datasets api

Note: make sure you have version >=1.5.2 of kloppy.

You can load the default match (2499841 - Huddersfield Town - Manchester City) using the dataset api:

```python   
from kloppy import datasets
dataset = datasets.load("wyscout")
```

If you want to use any other match you have to specify the match_id:

```python   
from kloppy import datasets
dataset = datasets.load("wyscout", match_id=2499843)
```

### Local file

```shell script
wget https://raw.githubusercontent.com/koenvo/wyscout-soccer-match-event-dataset/main/processed/1694390.json

```
```python
from kloppy import load_wyscout_event_data
dataset = load_wyscout_event_data("1694390.json")
```

## Sources

| Type | Format | Url |
|------|--------|-----|
| Players | JSON | https://ndownloader.figshare.com/files/15073721 |
| Teams | JSON | https://ndownloader.figshare.com/files/15073697 |
| Matches | Zipped JSON | https://ndownloader.figshare.com/files/14464622 |
| Events | Zipped JSON | https://ndownloader.figshare.com/files/14464685 |

## Versions

### 1.0

Compatible with kloppy version < 3.14

### 2.0

Compatible with kloppy version >= 3.14

## References

Pappalardo, Luca; Massucco, Emanuele (2019): Soccer match event dataset. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.4415000

Pappalardo, L., Cintia, P., Rossi, A. et al. A public data set of spatio-temporal match events in soccer competitions. Sci Data 6, 236 (2019). https://doi.org/10.1038/s41597-019-0247-7

Data source: publicly available on [https://figshare.com/collections/Soccer_match_event_dataset/4415000/2](https://figshare.com/collections/Soccer_match_event_dataset/4415000/2)

## License

The data sets are released under the CC BY 4.0 License.

wyscout-soccer-match-event-dataset

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