b7990885d8b26b9404fd9ce952b0b2f005019594,california_housing/feature_engineering.py,,,#,23

Before Change

				s=train_set["population"]/100, label="population", figsize=(10,7),
				c="median_house_value", cmap=plt.get_cmap("jet"), colorbar=True)
plt.legend() 
plt.show()

attributes = ["median_house_value", "median_income", "total_rooms", "housing_median_age"]

scatter_matrix(housing[attributes], figsize=(12,8))

After Change

    if row["Name"] not in city_pop_data["City"].values:   
        continue           
    else: 
        city_coords[row["Name"]] = (float(row["Latitude"]), float(row["Longitude"]))


//clean pop

Instances