Examples Gallery

This section provides comprehensive examples of ggviews functionality.

Quick Examples

Basic Scatter Plot

from ggviews import ggplot, aes
import pandas as pd

df = pd.DataFrame({
    'x': [1, 2, 3, 4, 5],
    'y': [2, 5, 3, 8, 7],
    'group': ['A', 'A', 'B', 'B', 'C']
})

plot = (ggplot(df, aes(x='x', y='y', color='group'))
       .geom_point(size=8)
       .theme_minimal())

Box Plot with Custom Colors

plot = (ggplot(df, aes(x='group', y='value', fill='group'))
       .geom_boxplot(alpha=0.7)
       .scale_fill_brewer(palette='Set2')
       .coord_flip()
       .labs(title='Distribution by Group'))

Heatmap Visualization

plot = (ggplot(heatmap_df, aes(x='x', y='y', fill='temperature'))
       .geom_tile()
       .scale_fill_viridis_c()
       .theme_void()
       .labs(title='Temperature Map'))

Advanced Multi-Layer Plot

plot = (ggplot(df, aes(x='age', y='score'))
       .geom_point(aes(color='group', size='weight'), alpha=0.7)
       .geom_smooth(method='lm', color='black')
       .facet_wrap('~category')
       .scale_colour_brewer(palette='Set1')
       .theme_minimal()
       .labs(title='Complex Analysis'))