replacing the 4 weeks by the 2 weeks rolling average

app.py

@@ -389,7 +389,7 @@ with demo:
                     outputs=trader_u_markets_plot,
                 )
             with gr.Row():
-                gr.Markdown("# 4-weeks rolling average ROI for Pearl traders")
+                gr.Markdown("# 2-weeks rolling average ROI for Pearl traders")
             with gr.Row():
                 pearl_rolling_avg_plot = plot_rolling_average_roi(
                     weekly_roi_df=weekly_metrics_by_market_creator,

tabs/trader_plots.py

@@ -396,8 +396,8 @@ def get_sevenday_rolling_average_by_market_creator(
     return combined_rolling_avg
 
 
-def get_fourweeks_rolling_average_roi(weekly_roi_df: pd.DataFrame) -> pd.DataFrame:
-    """Function to get the 4-week rolling average of the ROI by market_creator and total"""
+def get_twoweeks_rolling_average_roi(weekly_roi_df: pd.DataFrame) -> pd.DataFrame:
+    """Function to get the 2-week rolling average of the ROI by market_creator and total"""
     # Create a local copy of the dataframe
     local_df = weekly_roi_df.copy()
 
@@ -410,7 +410,7 @@ def get_fourweeks_rolling_average_roi(weekly_roi_df: pd.DataFrame) -> pd.DataFra
 
     # Group by market_creator and calculate rolling average of unique trader_address
     trader_rolling_avg_roi = (
-        local_df.resample("W")["roi"].mean().rolling(window=4).mean().reset_index()
+        local_df.resample("W")["roi"].mean().rolling(window=2).mean().reset_index()
     )
     trader_rolling_avg_roi.rename(columns={"roi": "rolling_avg_roi"}, inplace=True)
     return trader_rolling_avg_roi
@@ -424,9 +424,9 @@ def plot_rolling_average_roi(
         filtered_roi_df = weekly_roi_df.loc[
             weekly_roi_df["market_creator"] == market_creator
         ]
-        rolling_avg_roi_df = get_fourweeks_rolling_average_roi(filtered_roi_df)
+        rolling_avg_roi_df = get_twoweeks_rolling_average_roi(filtered_roi_df)
     else:
-        rolling_avg_roi_df = get_fourweeks_rolling_average_roi(weekly_roi_df)
+        rolling_avg_roi_df = get_twoweeks_rolling_average_roi(weekly_roi_df)
     print(rolling_avg_roi_df.head())
     # Ensure 'month_year_week' is a column, not an index
     if "month_year_week" not in rolling_avg_roi_df.columns: