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correlation matrix creation

Perfect Pollan answered on November 22, 2023 Popularity 3/10 Helpfulness 1/10

answer correlation matrix creation

correlation matrix creation

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

# Assuming 'data' is a pandas DataFrame with the relevant data.

# Calculate the correlation matrix
corr = data.corr()

# Create a mask to display only the lower triangle of the matrix
mask = np.zeros_like(corr)
mask[np.triu_indices_from(mask)] = True

# Set up the matplotlib figure
plt.figure(figsize=(16, 10))

# Draw the heatmap with the mask
sns.heatmap(corr, mask=mask, annot=True, fmt=".2f", linewidths=.5, cbar_kws={"shrink": .5})

# Adjust the ticks and labels if necessary
plt.xticks(fontsize=10)
plt.yticks(fontsize=10)
plt.show()

Popularity 3/10 Helpfulness 1/10 Language python

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Tags: correlation creation matrix python

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Contributed on Nov 22 2023

Perfect Pollan

0 Answers Avg Quality 2/10

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