２値データヒストグラム

gistfile1.txt

import matplotlib.pyplot as plt
import seaborn as sns

# Set the aesthetic style of the plots
sns.set_style("whitegrid")

# Selecting a subset of columns for plotting histograms
# Excluding binary columns for more meaningful histograms
hist_columns = [
    "Diabetes_binary",
    "HighBP",
    "HighChol",
    "CholCheck",
    "Smoker",
    "Stroke",
    "HeartDiseaseorAttack",
    "PhysActivity",
    "Fruits",
    "Veggies",
    "HvyAlcoholConsump",
    "AnyHealthcare",
    "NoDocbcCost",
    "DiffWalk",
    "Sex"
]

# Plotting histograms for selected columns
plt.figure(figsize=(20, 10))
for i, column in enumerate(hist_columns, 1):
    plt.subplot(3, 5, i)
    sns.histplot(data[column], kde=False, bins=2)
    plt.title(column)
plt.tight_layout()
plt.show()