Report: Only show the top 30 results

Date: 2025-12-18 11:34:13

Query

text Only show the top 30 results

Response

The dataset is loaded and includes 81 rows with columns such as player_id, player_name, player_display_name, position, season, penalties, penalty_yards, position_group, season_type, and rushing_yards. Here are a few ideas for visualizations:

1. Rushing Yards by Position: Create a bar chart to show the distribution of rushing yards across different positions. This could highlight which positions contribute the most to rushing yards.

2. Penalties and Penalty Yards: Generate a scatter plot to analyze the relationship between the number of penalties and total penalty yards per player.

3. Seasonal Performance Comparison: A line chart comparing players' performance across different seasons by their rushing yards could provide insights into consistency and improvement over the years.

If you would like to fetch more data for comparison or proceed with a specific analysis/chart, please let me know!

Visualization

Visualization Code

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

top_players = df.nlargest(30, 'rushing_yards')

fig = px.bar(top_players, x='player_display_name', y='rushing_yards', 
             color='position_group', barmode='stack')

fig.update_layout(xaxis_title='Player Name', yaxis_title='Rushing Yards', 
                  title='Top 30 Players by Rushing Yards')

return fig

```

Chat History

User: Show me a chart of the top rushing QBs in 2021

User: Only show the top 30 results

Assistant: The dataset is loaded and includes 81 rows with columns such as player_id, player_name, player_display_name, position, season, penalties, penalty_yards, position_group, season_type, and rushing_yards. Here are a few ideas for visualizations:

1. Rushing Yards by Position: Create a bar chart to show the distribution of rushing yards across different positions. This could highlight which positions contribute the most to rushing yards.

2. Penalties and Penalty Yards: Generate a scatter plot to analyze the relationship between the number of penalties and total penalty yards per player.

3. Seasonal Performance Comparison: A line chart comparing players' performance across different seasons by their rushing yards could provide insights into consistency and improvement over the years.

If you would like to fetch more data for comparison or proceed with a specific analysis/chart, please let me know!