mobilipy.preparation

Functions

prepare(df[, accuracy_th, sigma])

Cleans a raw GPS points dataframe by filtering in the zurich area, rearranging features and applying gaussian smoothing.
mobilipy.preparation.prepare(df, accuracy_th=1000, sigma=10) → pandas.core.frame.DataFrame

Cleans a raw GPS points dataframe by filtering in the zurich area, rearranging features and applying gaussian smoothing.

Parameters

  • df (pandas.DataFrame) – DataFrame to be prepared for route processing

  • accuracy_th (int, optional) – Accuracy threshold for filtering. Defaults to 1000.

  • sigma (int, optional) – Sigma for Gaussian smoothing, defines the size of smoothing window. Defaults to 10.

Returns

pd.DataFrame – [description]