add metadata

app.py

@@ -11,11 +11,8 @@ with gr.Blocks() as ui:
             file_input = gr.File(file_types=[".geojson"])
             submit_btn = gr.Button("Submit")
         with gr.Column():
-            output = gr.Text()
-    
-    # Second row for additional outputs
-    #with gr.Row():
-     #   statistics_output = gr.Dataframe(label="Statistics Summary")
+            output = gr.Dataframe()
+
     
     # Submit button action
     submit_btn.click(get_statistics, 

utils/whisp_preprocessing.py

@@ -3,14 +3,17 @@ import openpyxl
 
 def preprocess_whisp_data(response): 
 
-    # Get whisp metadata
-    # whisp_metadata_url = "https://github.com/forestdatapartnership/whisp/blob/main/whisp_columns.xlsx"
-    # df_metadata = pd.read_excel(whisp_metadata_url, engine="openpyxl")
+    # Retrieve response
+    whisp_response = pd.DataFrame(response['properties'])
+    whisp_response = whisp_response.melt(var_name="Column", value_name="Value")
 
-    # Drop irrelevant entries
-    preprocessed_response = response['properties']
+    # Load metadata
+    whisp_metadata = pd.read_excel('././data/whisp_columns.xlsx')
+    
+    # Merge datasets
+    full_df = pd.DataFrame(whisp_response).merge(whisp_metadata, left_on="Column", right_on="Column name").drop(columns={"Column name"})
 
-    return preprocessed_response
+    return full_df