Report: Limit the chart to only the top 15 QBs

Date: 2025-12-19 10:39:59

Query

text Limit the chart to only the top 15 QBs

Response

Visualization

Visualization Code

```python def generate_plot(df): import plotly.express as px

# Filter the dataset for only quarterbacks
qb_df = df[df['position'] == 'QB']

# Aggregate total rushing yards for each QB
top_qbs = qb_df.groupby('player_display_name', as_index=False)['rushing_yards'].sum()

# Sort QBs by total rushing yards and get the top 15
top_15_qbs = top_qbs.sort_values(by='rushing_yards', ascending=False).head(15)

# Create bar plot
fig = px.bar(top_15_qbs, x='player_display_name', y='rushing_yards', title='Top 15 QBs by Rushing Yards')
return fig

```

Chat History

User: I want to visualize QB rushing yards in 2022

Assistant: User approved chart generation.

Assistant: User approved chart execution.

User: Limit the chart to only the top 15 QBs