eksikveriler.py

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Thu Mar 15 04:18:20 2018

@author: sadievrenseker
"""

#kutuphaneler
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd

#kodlar
#veri yukleme

veriler = pd.read_csv('eksikveriler.csv')
#pd.read_csv("veriler.csv")

print(veriler)

#veri on isleme
boy = veriler[['boy']]
print(boy)

boykilo = veriler[['boy','kilo']]
print(boykilo)

x = 10

class insan:
    boy = 180
    def kosmak(self,b):
        return b + 10

ali = insan()
print(ali.boy)
print(ali.kosmak(90))


#eksik veriler
#sci - kit learn
from sklearn.preprocessing import Imputer

imputer= Imputer(missing_values='NaN', strategy = 'mean', axis=0 )    

Yas = veriler.iloc[:,1:4].values
print(Yas)
imputer = imputer.fit(Yas[:,1:4])
Yas[:,1:4] = imputer.transform(Yas[:,1:4])
print(Yas)