Plotting results

app.py

@@ -171,17 +171,28 @@ def make_results():
     plt1.update_layout(legend=dict(orientation="h"))
     plt2.update_layout(legend=dict(orientation="h"))
 
-
-    streamlit.metric("Ethnicity Unknown",
+    col1, col2, col3, col4 = streamlit.columns(3)
+    col1.metric("Ethnicity Unknown",
                      len(refs.raw_results[refs.raw_results['Most Likely Ethnicity'].str.contains('known')]) /
                      len(refs.raw_results)
                      )
 
-    streamlit.metric("Gender Unknown",
+    col2.metric("Gender Unknown",
                      len(refs.raw_results[refs.raw_results['Most Likely Gender'].str.contains('known|Hard')]) /
                      len(refs.raw_results)
                      )
 
+    col2.metric("At Least One Unknown",
+                     len(refs.raw_results[refs.raw_results['Most Likely Gender'].str.contains('known|Hard') or refs.raw_results['Most Likely Ethnicity'].str.contains('known')]) /
+                     len(refs.raw_results)
+                     )
+
+    col2.metric("Both Unknown",
+                     len(refs.raw_results[refs.raw_results['Most Likely Gender'].str.contains('known|Hard') and refs.raw_results['Most Likely Ethnicity'].str.contains('known')]) /
+                     len(refs.raw_results)
+                     )
+
+
     streamlit.plotly_chart(plt1, use_container_width=True)
     streamlit.plotly_chart(plt2, use_container_width=True)