abc-classification 0.0.4

A package for ABC classification

ABC classification library

Library is in process of development. It'll be published on pypi.org soon.

Example

Let's say we have dataframe

product	total sold
fade cream	27000
powders	24000
shadows	18000
mascara	16000
lipstick	6000
concealer	5000
sculptors	4000

You can create ABCClasifier object, pass your dataframe to it and call classify method.

abc_clf = ABCClassifier(df)
abc_df = abc_clf.classify('product', 'total sold')

This way you'll get new dataframe with classified products.

product	total sold	class
fade cream	27000	A
powders	24000	A
shadows	18000	A
mascara	16000	B
lipstick	6000	B
concealer	5000	C
sculptors	4000	C

You also can use brief_abc method to get aggregated information

abc_clf.brief_abc(abc_df)

class	total sold
A	69000
B	22000
C	9000