# Corrélations binaires

Cette étape regroupe l'ensemble des scripts dédiés aux corrélations et comparaisons directes entre variables.
Chaque figure déposée dans `figures/` possède son CSV compagnon exporté dans le dossier `data/` au même emplacement.

```shell
python "docs/04 - Corrélations binaires/scripts/plot_all_pairwise_scatter.py"
```

![](figures/pairwise_scatter/scatter_humidity_vs_illuminance.png)

![](figures/pairwise_scatter/scatter_humidity_vs_pressure.png)

![](figures/pairwise_scatter/scatter_humidity_vs_rain_rate.png)

![](figures/pairwise_scatter/scatter_humidity_vs_sun_elevation.png)

![](figures/pairwise_scatter/scatter_humidity_vs_wind_direction.png)

![](figures/pairwise_scatter/scatter_humidity_vs_wind_speed.png)

![](figures/pairwise_scatter/scatter_illuminance_vs_sun_elevation.png)

![](figures/pairwise_scatter/scatter_illuminance_vs_wind_direction.png)

![](figures/pairwise_scatter/scatter_illuminance_vs_wind_speed.png)

![](figures/pairwise_scatter/scatter_pressure_vs_illuminance.png)

![](figures/pairwise_scatter/scatter_pressure_vs_rain_rate.png)

![](figures/pairwise_scatter/scatter_pressure_vs_sun_elevation.png)

![](figures/pairwise_scatter/scatter_pressure_vs_wind_direction.png)

![](figures/pairwise_scatter/scatter_pressure_vs_wind_speed.png)

![](figures/pairwise_scatter/scatter_rain_rate_vs_illuminance.png)

![](figures/pairwise_scatter/scatter_rain_rate_vs_sun_elevation.png)

![](figures/pairwise_scatter/scatter_rain_rate_vs_wind_direction.png)

![](figures/pairwise_scatter/scatter_rain_rate_vs_wind_speed.png)

![](figures/pairwise_scatter/scatter_temperature_vs_humidity.png)

![](figures/pairwise_scatter/scatter_temperature_vs_illuminance.png)

![](figures/pairwise_scatter/scatter_temperature_vs_pressure.png)

![](figures/pairwise_scatter/scatter_temperature_vs_rain_rate.png)

![](figures/pairwise_scatter/scatter_temperature_vs_sun_elevation.png)

![](figures/pairwise_scatter/scatter_temperature_vs_wind_direction.png)

![](figures/pairwise_scatter/scatter_temperature_vs_wind_speed.png)

![](figures/pairwise_scatter/scatter_wind_direction_vs_sun_elevation.png)

![](figures/pairwise_scatter/scatter_wind_speed_vs_sun_elevation.png)

![](figures/pairwise_scatter/scatter_wind_speed_vs_wind_direction.png)

## Matrices de corrélation

```shell
python "docs/04 - Corrélations binaires/scripts/plot_correlation_heatmap.py"
```

![](figures/correlation_heatmap.png)

![](figures/correlation_heatmap_spearman.png)