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heatmap of pandas dataframe with seaborn

Troubled Tapir answered on May 14, 2021 Popularity 10/10 Helpfulness 5/10

answer heatmap of pandas dataframe with seaborn

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heatmap of pandas dataframe with seaborn

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import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import pandas as pd

# create some random data; replace that by your actual dataset
data = pd.DataFrame(np.random.rand(11, 5), columns=['A', 'B', 'C', 'D', 'E'], index = range(2000, 2011, 1))

# plot heatmap
ax = sns.heatmap(data.T)

# turn the axis label
for item in ax.get_yticklabels():
    item.set_rotation(0)

for item in ax.get_xticklabels():
    item.set_rotation(90)

# save figure
plt.savefig('seabornPandas.png', dpi=100)
plt.show()

Popularity 10/10 Helpfulness 5/10 Language python

Source: stackoverflow.com

Tags: dataframe heatmap pandas python seaborn

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Contributed on Jul 17 2021

Troubled Tapir

0 Answers Avg Quality 2/10

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pandas plot heatmap

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import matplotlib.pyplot as plt
import seaborn as sns

# optional: resize images from now on
plt.rcParams["figure.figsize"] = (16, 12)

# numeric_only_columns is a list of columns of the DataFrame
# containing numerical data only
# annot = True to visualize the correlation factor

sns.heatmap(df[numeric_only_columns].corr(), annot = False)
plt.show()

Popularity 10/10 Helpfulness 8/10 Language python

Source: Grepper

Tags: heatmap

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Contributed on May 14 2021

wolf-like_hunter

0 Answers Avg Quality 2/10

heatmap of pandas dataframe with seaborn

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