In [10]:

    

import pandas as pd
%matplotlib inline
from sklearn import datasets
from sklearn import tree
import matplotlib.pyplot as plt
import numpy as np


    

In [11]:

    

df = pd.read_excel("simpsons_data.xlsx")


    

In [12]:

    

df


    

    
Out[12]:






  

    

      

      
Person
      
Hair Length
      
Weight
      
Age
      
Class
    
  
  

    

      
0
      
Homer
      
0"
      
250
      
NaN
      
M
    
    

      
1
      
Marge
      
10"
      
150
      
36.0
      
F
    
    

      
2
      
Bart
      
2"
      
90
      
34.0
      
M
    
    

      
3
      
Lisa
      
6"
      
78
      
10.0
      
F
    
    

      
4
      
Maggie
      
4"
      
20
      
8.0
      
F
    
    

      
5
      
Abe
      
1"
      
170
      
1.0
      
M
    
    

      
6
      
Selma
      
8"
      
160
      
70.0
      
F
    
    

      
7
      
Otto
      
10"
      
180
      
41.0
      
M
    
    

      
8
      
Krusty
      
6"
      
200
      
38.0
      
M
    
    

      
9
      
Comic
      
8"
      
290
      
45.0
      
?
    
  

In [13]:

    

def simpson_characteristics(hair, weight, age):
    if weight >= 160:
        return "Female"
    else:
        return "Male"


    

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