xoelop · January 23, 2020 10:34
diff --git a/inverse_quantiles_pandas.py b/inverse_quantiles_pandas.py
 import pandas as pd

 data = pd.Series([1, 4, 4, 6, 2, 4, 7, 4, 7])

 # data can be a series or a dataframe

 # this calculates the inverse quantile for each value of data
 inverse_quantiles = data.apply(lambda x: ((data <= x).sum()) / len(data)) 

 # read more: https://stackoverflow.com/a/58186830/5031446
	import pandas as pd

	data = pd.Series([1, 4, 4, 6, 2, 4, 7, 4, 7])

	# data can be a series or a dataframe

	# this calculates the inverse quantile for each value of data
	inverse_quantiles = data.apply(lambda x: ((data <= x).sum()) / len(data))

	# read more: https://stackoverflow.com/a/58186830/5031446