text_plain_output_1.png
from sklearn.utils import shuffle

import pandas as pd

data_file = '../input/Amazon_Unlocked_Mobile.csv'
data = pd.read_csv(data_file)

data_df = pd.DataFrame(data)

data_df = shuffle(data_df)

data_df = data_df.dropna()

corr_matrix = data_df.corr()
corr_matrix['Rating'].sort_values(ascending=False)

corr_matrix = data_df.corr()
corr_matrix['Price'].sort_values(ascending=False)

data_df = data_df.reset_index(drop=True)

temp_data = data_df[0:20000]

temp_data.shape