import pandas as pd
import numpy as np
import matplotlib as plt
from matplotlib import pyplot
def changeFuel(x):
	if x=="gas":
		return 1
	else:
		return 0

def changeAspiration(x):
	if x=="turbo":
		return 1
	else:
		return 0

df=pd.read_csv("automobile_lab4.csv")
#plt.pyplot.hist(df["horsepower"],bins=3)
#plt.pyplot.xlabel("horsepower")
#plt.pyplot.ylabel("count")
#plt.pyplot.title("horsepower bins")
#plt.pyplot.show()
#Dummies

df["fuel-type-coded"]=df["fuel-type"].apply(lambda x:changeFuel(x))
df["aspiration-coded"]=df["aspiration"].apply(lambda x:changeAspiration(x))

print(df[["fuel-type-coded","fuel-type","aspiration-coded"]])
df.to_csv("DataFrameLimpito.csv")