How do I get the percentile for a row in a pandas dataframe?

Question

Example DataFrame Values -  

0     78
1     38
2     42
3     48
4     31
5     89
6     94
7    102
8    122
9    122  

stats.percentileofscore(temp[\'INCOME\'].v         


        

Answer 1

Let's consider the below dataframe:

DataFrame

In order to get the percentile of a column in pandas Dataframe we use the following code:

 survey['Nationality'].value_counts(normalize='index')

Output:

USA 0.333333

China 0.250000

India 0.250000

Bangadesh 0.166667

Name: Nationality, dtype: float64

In order to get the percentile of a column in pandas Dataframe with respect to another categorical column

pd.crosstab(survey.Sex,survey.Handedness,normalize = 'index')

The output would be something like given below

Output