Hourly

add_hourly_thresholds(hourly_stats, residual_lower, residual_upper)

Calculate and add fever and hypothermia thresholds.

PARAMETER	DESCRIPTION
hourly_stats	The DataFrame with hourly median temperatures. TYPE: DataFrame
residual_lower	The lower residual bound. TYPE: float
residual_upper	The upper residual bound. TYPE: float

RETURNS	DESCRIPTION
DataFrame	A DataFrame with added columns for residual bounds and fever/hypothermia
DataFrame	thresholds.

calculate_hourly_stats(df, data_column='y', pred_column='y_hat', date_column='ds')

Calculate hourly median temperatures.

PARAMETER	DESCRIPTION
df	The input DataFrame. TYPE: DataFrame
data_column	Name of column containing observed data. TYPE: str DEFAULT: 'y'
pred_column	Name of column containing predicted data. TYPE: str DEFAULT: 'y_hat'
date_column	The name of the column with timestamps. TYPE: str DEFAULT: 'ds'

RETURNS	DESCRIPTION
DataFrame	A DataFrame with hourly median temperatures.