donnees_meteo/docs/04 - Corrélations binaires/index.md

# Corrélations binaires

## Superpositions simples

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

![](figures/pairwise_timeseries/timeseries_temperature_vs_humidity.png)

![](figures/pairwise_timeseries/timeseries_temperature_vs_pressure.png)

![](figures/pairwise_timeseries/timeseries_temperature_vs_rain_rate.png)

![](figures/pairwise_timeseries/timeseries_temperature_vs_illuminance.png)

![](figures/pairwise_timeseries/timeseries_temperature_vs_wind_speed.png)

![](figures/pairwise_timeseries/timeseries_temperature_vs_wind_direction.png)

![](figures/pairwise_timeseries/timeseries_temperature_vs_sun_elevation.png)

![](figures/pairwise_timeseries/timeseries_humidity_vs_pressure.png)

![](figures/pairwise_timeseries/timeseries_humidity_vs_rain_rate.png)

![](figures/pairwise_timeseries/timeseries_humidity_vs_illuminance.png)

![](figures/pairwise_timeseries/timeseries_humidity_vs_wind_speed.png)

![](figures/pairwise_timeseries/timeseries_humidity_vs_wind_direction.png)

![](figures/pairwise_timeseries/timeseries_humidity_vs_sun_elevation.png)

![](figures/pairwise_timeseries/timeseries_pressure_vs_rain_rate.png)

![](figures/pairwise_timeseries/timeseries_pressure_vs_illuminance.png)

![](figures/pairwise_timeseries/timeseries_pressure_vs_wind_speed.png)

![](figures/pairwise_timeseries/timeseries_pressure_vs_wind_direction.png)

![](figures/pairwise_timeseries/timeseries_pressure_vs_sun_elevation.png)

![](figures/pairwise_timeseries/timeseries_rain_rate_vs_wind_speed.png)

![](figures/pairwise_timeseries/timeseries_rain_rate_vs_wind_direction.png)

![](figures/pairwise_timeseries/timeseries_rain_rate_vs_sun_elevation.png)

![](figures/pairwise_timeseries/timeseries_illuminance_vs_wind_speed.png)

![](figures/pairwise_timeseries/timeseries_illuminance_vs_wind_direction.png)

![](figures/pairwise_timeseries/timeseries_illuminance_vs_sun_elevation.png)

![](figures/pairwise_timeseries/timeseries_wind_speed_vs_wind_direction.png)

![](figures/pairwise_timeseries/timeseries_wind_speed_vs_sun_elevation.png)

![](figures/pairwise_timeseries/timeseries_wind_direction_vs_sun_elevation.png)

## Nuages de points

```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 (instantané, signé)

```shell
python "docs/04 - Corrélations binaires/scripts/plot_correlation_heatmap.py" --transform absolute --upper-only
```

![](figures/correlation_heatmap_abs.png)

![](figures/correlation_heatmap_spearman_abs.png)