load data small verbosity change

load_data.py

@@ -60,20 +60,22 @@ def date_combine(data: pd.DataFrame):
     return data
 
 
-def validate_view(data: pd.DataFrame):
+def validate_view(data: pd.DataFrame, verbose=False):
-    print(f"Shape with N/A values: {data.shape}")
+    if verbose:
-    isn = data.isnull().sum().iloc[0]
+        print(f"Shape with N/A values: {data.shape}")
-    print(f"Count of N/A values: {isn}")
+        isn = data.isnull().sum().iloc[0]
+        print(f"Count of N/A values: {isn}")
     data = data.dropna()  # Drop the rows with missing values
-    isn = data.isnull().sum().iloc[0]
+    if verbose:
-    print(f"Count after drop: {isn}")
+        isn = data.isnull().sum().iloc[0]
-    print(data.describe())
+        print(f"Count after drop: {isn}")
+        print(data.describe())
     return data
 
 
 # if __name__ == "__main__":
-def load_this_data(filename):
+def load_this_data(filename, verbose=False):
     d = load_data(filename)
     d = date_combine(d)
-    d = validate_view(d)
+    d = validate_view(d, verbose)
     return d