sensortoolkit.qc._duplicate_removal.remove_duplicates
- remove_duplicates(full_df, agg_numeric_by='mean', agg_object_by='first', **kwargs)[source]
Locate and remove duplicate timestamp entries if present in passed dataframe.
Note that this module does not remove duplicate concentration values, only searches for duplicated index (assume time-like) values.
- Parameters
full_df (pandas dataframe) – Sensor dataframe at recorded sampling frequency.
- Returns
Modified sensor dataframe at recorded sampling frequency with duplicated timestamps removed.
- Return type
full_df (pandas dataframe)