Update app.py

app.py

@@ -25,6 +25,7 @@ max_seq_length = 128
 dummy_label = 100
 label_list = list(pd.read_excel('label_list.xlsx')['label_list'])
 
+map_data = pd.read_excel("ISCO-08 EN Structure and definitions.xlsx")
 
 # Define a function to preprocess the new data
 def get_feature_new(text, max_seq_length, tokenizer, dummy_label):
@@ -85,7 +86,7 @@ def launch(text_input):
     # Decode labels using the label encoder
     decoded_labels = label_encoder.inverse_transform(predicted_classes)
 
-    map_data = pd.read_excel("ISCO-08 EN Structure and definitions.xlsx")
+
     # Retrieve the ISCO description based on the decoded label
     isco_description = map_data[map_data['ISCO 08 Code'] == decoded_labels[0]]['Title EN'].values