Report: Show me a chart of the top 30 RBs in total yards (receiving yards + rushing yards) for 2023

Date: 2025-12-11 18:15:56

Query

text Show me a chart of the top 30 RBs in total yards (receiving yards + rushing yards) for 2023

Response

To address your query about the top 30 running backs (RBs) in total yards (receiving + rushing yards) for 2023, I will generate a chart. This will help you visualize the performance of these players in terms of their total yardage. I will proceed with the visualization now.

Visualization

Visualization Code

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

# Ensure we're only looking at data for the 2023 season
df = df[df['season'] == 2023]

# Filter out only Running Backs
df_rbs = df[df['position'] == 'RB']

# Calculate total yards
df_rbs['total_yards'] = df_rbs['receiving_yards'] + df_rbs['rushing_yards']

# Group by player name, summing the total yards
grouped = df_rbs.groupby(['player_name', 'team']).agg({'total_yards': 'sum'}).reset_index()

# Sort by total yards and get the top 30
top_30_rbs = grouped.sort_values(by='total_yards', ascending=False).head(30)

# Create the Plotly Express bar chart
fig = px.bar(
    top_30_rbs,
    x='player_name',
    y='total_yards',
    color='team',
    color_discrete_map=TEAM_COLORS,
    title="Top 30 RBs in Total Yards (2023)",
    labels={'total_yards': 'Total Yards', 'player_name': 'Player Name'}
)

return fig

```

Chat History

Human

Show me a chart of the top 30 RBs in total yards (receiving yards + rushing yards) for 2023