Examples

Basic Examples

Simple Histogram

import pandas as pd
from exploralytics import Visualizer

# Create sample data
df = pd.DataFrame({
    'values': range(100)
})

# Create visualization
viz = Visualizer()
fig = viz.plot_histogram(
    df,
    x_col='values',
    title='Sample Distribution'
)
fig.show()

Feature Analysis

# Load your dataset
df = pd.read_csv('your_data.csv')

# Create visualizer
viz = Visualizer(color="#2E75B6")

# Plot correlations with target
fig = viz.plot_correlation_with_target(
    df,
    target_column='target',
    title='Feature Importance'
)
fig.show()

Categorical Analysis

# Create bar plot with highlights
fig = viz.plot_bar(
    df,
    x_col='category',
    y_col='sales',
    title='Sales by Category',
    highlight_top_n=(3, "green")
)
fig.show()