Skip to content
Aggregate Psych Variables from Raw
Branch: master
Clone or download
Latest commit ade1025 Jul 31, 2019
Type Name Latest commit message Commit time
Failed to load latest commit information.
.gitignore Initial commit Jul 21, 2019 update Jul 21, 2019 Package Push Jul 21, 2019

Psychological Traits Aggregation Package

This package allows users to apply the proper aggregation method to raw totals of speech data. Find the raw totals HERE

###Important notes:

  • Users should ensure that the data has the proper type (int).

  • This package assumes users are using the standard variable names from Profiler Plus (see list at bottom)

  • Users should ensure no missing data is passed to the function.

Installation and import:

  • Clone into a directory

  • Navigate to Psych_Agg/

  • python install

  • from Psych_Agg import Agg_Raw as ar

Primary function:

calc_raws(df) This will return a dataframe of the aggregated totals with correct values for LTA and OPcode variables.

Example usage:

user_dataframe = raw_totals.groupby(["date_unit", "group_unit"])[list_of_raw_variables].sum().reset_index()

aggregated_data = ar.calc_raws(user_dataframe)

List of standard variable names:

list_of_raw_variables = ['vcount', 'HDIS', 'LDIS', 'HTASK', 'LTASK', 'IC', 'EC', 'HBIAS', 'LBIAS', 'HSC', 'LSC', 'HCC', 'LCC', 'HPWR', 'LPWR', 'self-pun', 'self-threat', 'self oppose', 'self appeal', 'self promise', 'self reward', 'other punish', 'other threaten', 'other oppose', 'other appeal', 'other promise', 'other reward']

You can’t perform that action at this time.