speaking style trait scores vertical

validation.py

@@ -5,9 +5,9 @@ import polars as pl
 def check_progress(data):
     """Check if all responses are complete based on 'progress' column."""
     if data.collect().select(pl.col('progress').unique()).shape[0] == 1:
-        return mo.md("""### Responses Complete: \n\n✅ All responses are complete (progress = 100) """)
+        return """### Responses Complete: \n\n✅ All responses are complete (progress = 100) """
     
-    return mo.md("### Responses Complete: \n\n⚠️ There are incomplete responses (progress < 100) ⚠️")
+    return "### Responses Complete: \n\n⚠️ There are incomplete responses (progress < 100) ⚠️"
 
 
 def duration_validation(data):
@@ -30,10 +30,9 @@ def duration_validation(data):
     outlier_data = _d.filter(pl.col('outlier_duration') == True).collect()
 
     if outlier_data.shape[0] == 0:
-        return mo.md("### Duration Outliers: \n\n✅ No duration outliers detected")
+        return "### Duration Outliers: \n\n✅ No duration outliers detected"
 
-    return mo.md(f"""
-    ### Duration Outliers:
+    return f"""### Duration Outliers:
     
     **⚠️ Potential outliers detected based on response duration ⚠️**
     
@@ -50,5 +49,5 @@ def duration_validation(data):
     
     **⚠️ NOTE: These have not been removed from the dataset ⚠️**
     
-    """)
+    """