API Reference#

Themeing#

set_theme

Change the look and feel of your plots with one simple function.

Utility Functions#

load_dataset

Load an example dataset from the online repository (requires internet).

get_dataset_names

List the available example datasets.

Statistical Functions#

fleet_precision

Compute the precision across a fleet of at least three (3) devices.

air_sensor_stats

Compute the statistical measures required by EPA for Air Sensor NSIM evaluation per their guidebooks.

Plotting Functions#

Regression Plots#

regplot

Plot data and a best-fit line (OLS) between two variables.

Trend Plots#

calendarplot

Visualize data as a heatmap on a monthly or annual basis.

dielplot

Plot the diel (e.g., diurnal) trend for a pollutant.

Source Attribution Plots#

pollutionroseplot

Plot the intensity and directionality of a variable on a traditional wind-rose plot.