image_output_1.png
import matplotlib.pyplot as plt

import pandas as pd

import seaborn as sns

mapdata1 = pd.read_csv('../input/surviving-mars-maps/MapData-Evans-GP-Flatten.csv')
mapdata2 = pd.read_csv('../input/surviving-mars-maps/MapData-Evans-GP.csv')

mapdata1.shape

bl_col = mapdata1.select_dtypes(include='boolean')
int_col = mapdata1.select_dtypes(include='int').columns
str_col = mapdata1.select_dtypes(include='object').columns

sh = mapdata1.select_dtypes(exclude='boolean')
sh

x_data = sh.drop(['Temperature', 'Cold Waves'], axis='columns')

x_data.corr()

plt.figure(figsize=(18, 16))
sns.heatmap(x_data.corr(), annot=True, cmap=plt.cm.CMRmap_r)
plt.show()