To use apply(),unique() function for a given data sample in python.
Import pandas library.
Load the sample data.
Create the date frame.
Use apply() and unique() functions
#Import library functions
import pandas as pd
import numpy as np
#sample data set
data={'salary'
:[100,200,300,400,500,400,
300,200,100,50], 'age':[25,
26,25,23,30,29,23,23,25,25],
'rating':[4,3.24,2.5,2.25,2,2.25,
2.5,2.75,3.2,4.2], 'bonus':[2500,1200,
900,3000,1800,1400,850,250,750, 1000]}
#create data frame
df=pd.DataFrame(data)
#call unique()
u=df['salary'].unique()
print("The result of unique() is\n",u)
#call apply()
a=df.apply(np.log)
print("The result of apply() is\n",a)