skill.SkillArray
skill.SkillArray(self, data)Visualize skill metric.
Obtained by selecting a single metric from a SkillTable.
Examples
>>> sk = cc.skill() # SkillTable
>>> sk.rmse # SkillArray
>>> sk.rmse.plot.line()Attributes
| Name | Description |
|---|---|
| name | Name of the metric |
| plot | Plot using the SkillArrayPlotter |
Methods
| Name | Description |
|---|---|
| to_dataframe | Convert SkillArray to pd.DataFrame |
| to_geodataframe | Convert SkillArray to geopandas.GeoDataFrame |
to_dataframe
skill.SkillArray.to_dataframe(drop_xy=True)Convert SkillArray to pd.DataFrame
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
| drop_xy | bool | Drop the x, y coordinates?, by default True | True |
Returns
| Name | Type | Description |
|---|---|---|
| pd.DataFrame | Skill data as pd.DataFrame |
to_geodataframe
skill.SkillArray.to_geodataframe(crs='EPSG:4326')Convert SkillArray to geopandas.GeoDataFrame
Note: requires geopandas to be installed
Note: requires x and y columns to be present
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
| crs | str | Coordinate reference system identifier passed to the GeoDataFrame constructor, by default “EPSG:4326” | 'EPSG:4326' |
Returns
| Name | Type | Description |
|---|---|---|
| gpd.GeoDataFrame | Skill data as GeoDataFrame |