In [1]:

    

import pandas as pd


    

In [2]:

    

df = pd.read_csv('data/src/sample_pandas_normal.csv')
print(df)


    

    




      name  age state  point
0    Alice   24    NY     64
1      Bob   42    CA     92
2  Charlie   18    CA     70
3     Dave   68    TX     70
4    Ellen   24    CA     88
5    Frank   30    NY     57

In [3]:

    

df_s = df.sample(frac=1)
print(df_s)


    

    




      name  age state  point
2  Charlie   18    CA     70
5    Frank   30    NY     57
4    Ellen   24    CA     88
1      Bob   42    CA     92
0    Alice   24    NY     64
3     Dave   68    TX     70

In [4]:

    

df_s = df.sample(frac=1, random_state=0)
print(df_s)


    

    




      name  age state  point
5    Frank   30    NY     57
2  Charlie   18    CA     70
1      Bob   42    CA     92
3     Dave   68    TX     70
0    Alice   24    NY     64
4    Ellen   24    CA     88

In [5]:

    

df_s = df.sample(frac=1).reset_index(drop=True)
print(df_s)


    

    




      name  age state  point
0    Ellen   24    CA     88
1  Charlie   18    CA     70
2    Alice   24    NY     64
3     Dave   68    TX     70
4    Frank   30    NY     57
5      Bob   42    CA     92

In [6]:

    

df = df.sample(frac=1).reset_index(drop=True)
print(df)


    

    




      name  age state  point
0     Dave   68    TX     70
1      Bob   42    CA     92
2  Charlie   18    CA     70
3    Alice   24    NY     64
4    Ellen   24    CA     88
5    Frank   30    NY     57