autofunc.counter_pandas_with_counts

This counts instances of function-flow combinations per component to find the frequency of each combination by dividing it by all of the combinations for each component (# of occurrences / total occurrences).

The output includes some of the intermediate data structures that can be used for finding other numbers besides frequency.

Module Contents

Functions

counter_pandas_with_counts(dataframe)

Counts instances and sorts them by frequency
autofunc.counter_pandas_with_counts.counter_pandas_with_counts(dataframe)

Counts instances and sorts them by frequency

Parameters

dataframe (Pandas dataframe) – A Pandas dataframe with the product information

Returns

  • comb_sort – Returns a dictionary of function and flow combinations sorted by frequency. The key is the component and the value is a list of the structure: [function-flow, frequency]

  • counts – Returns a dictionary of the total number of function and flow combinations for each component

  • combos – Returns a dictionary of the number of individual instances of function and flow combinations per component