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miner/backend/visualization_strategy.py

17 lines
454 B

import matplotlib.pyplot as plt
import seaborn as sns
def plot_histogram(data, column):
fig, ax = plt.subplots()
ax.hist(data[column].dropna(), bins=20, edgecolor='k')
ax.set_title(f"Histogram of {column}")
ax.set_xlabel(column)
ax.set_ylabel("Frequency")
return fig
def plot_boxplot(data, column):
fig, ax = plt.subplots()
sns.boxplot(data=data, x=column, ax=ax)
ax.set_title(f"Boxplot of {column}")
return fig