feature: calculate overall percentage

app.py

@@ -1,31 +1,72 @@
 import gradio as gr
 import pandas as pd
 
+# Initialize total counts
+total_yes_count = 0
+total_count = 0
+
 
 def calculate_percentage(*answers):
+    """
+    Calculate the percentage of 'yes' answers.
+
+    :param answers: Iterable containing the answers.
+    :returns: Percentage of 'yes' answers.
+    """
+    global total_yes_count, total_count
     yes_count = sum(answers)
+    total_yes_count += yes_count
+    total_count += len(answers)
     percentage = yes_count / len(answers) * 100
     return f"{percentage}%"
 
 
+def calculate_overall_percentage():
+    """
+    Calculate the overall percentage of 'yes' answers.
+
+    :returns: Overall percentage of 'yes' answers.
+    """
+    global total_yes_count, total_count
+    if total_count != 100:
+        return "Make sure you have submitted your answers in all the tabs."
+    overall_percentage = total_yes_count
+    return f"{overall_percentage}%"
+
+
+# Load data
 df = pd.read_csv("fmti_indicators.csv")
 grouped = df.groupby(["Category", "Subcategory"])
 
+# Create an interface per group of indicators
 interfaces = []
 tab_names = []
 for (category, subcategory), group in grouped:
     questions = group["Definition"].tolist()
     inputs = [gr.Checkbox(label=question) for question in questions]
-    output = gr.Textbox()
+    output = gr.Textbox(label="Subcategory Percentage")
     iface = gr.Interface(
         fn=calculate_percentage,
         inputs=inputs,
         outputs=output,
         title=f"{category} - {subcategory}",
+        allow_flagging="never",
     )
     interfaces.append(iface)
     tab_names.append(subcategory)
 
+# Add overall percentage button
+overall_button = gr.Interface(
+    fn=calculate_overall_percentage,
+    inputs=[],
+    outputs=gr.Textbox(label="Overall Percentage"),
+    title="Transparency Score",
+    allow_flagging="never",
+)
+interfaces.append(overall_button)
+tab_names.append("Total Transparency Score")
+
+# Create the tabbed interface
 tabbed_interface = gr.TabbedInterface(
     interface_list=interfaces,
     tab_names=tab_names,