Rename visualization/simulation.txt to visualization/simulation.py

visualization/simulation.py

@@ -0,0 +1,33 @@
+from __future__ import annotations
+
+import pandas as pd
+import plotly.express as px
+import plotly.graph_objects as go
+
+
+def create_total_bases_distribution(sim_df: pd.DataFrame, player_name: str) -> go.Figure:
+    if sim_df.empty:
+        return go.Figure()
+
+    fig = px.histogram(
+        sim_df,
+        x="total_bases",
+        nbins=5,
+        title=f"{player_name} Simulated Total Bases Distribution",
+    )
+    fig.update_layout(template="plotly_dark")
+    return fig
+
+
+def create_hr_distribution(sim_df: pd.DataFrame, player_name: str) -> go.Figure:
+    if sim_df.empty:
+        return go.Figure()
+
+    fig = px.histogram(
+        sim_df,
+        x="hr",
+        nbins=2,
+        title=f"{player_name} Simulated Home Run Outcomes",
+    )
+    fig.update_layout(template="plotly_dark")
+    return fig