Data.md

@@ -133,7 +133,7 @@ The data generation process involves augmenting the original dataset with synthe
 Step 1: Determine Number of Synthetic Rows to Add
 The synthetic data will be generated to augment the dataset by approximately 25%. This is done by calculating 25% of the total number of rows in the original dataset.
 
-num_synthetic_rows = int(len(data) * 0.25)
+![image](uploads/c1651ffbba79603ea7618d8da176597b/image.png){width=386 height=35}
 Purpose: This step ensures that the synthetic data constitutes 25% of the total dataset, allowing the model to benefit from the additional data without overwhelming the original dataset.
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 Step 2: Generate Synthetic Dates