updated

app.py

@@ -56,26 +56,5 @@ outputs = gr.Textbox(label="Flood Probability")
 
 interface = gr.Interface(fn=predict, inputs=inputs, outputs=outputs,
                           title="Flood Prediction Model",
-                          examples = pd.DataFrame({
-                             "MonsoonIntensity" :[5],
-                             "TopographyDrainage":[8],
-                              "RiverManagement":[5],
-                              "Deforestation":[8],
-                              "Urbanization":[6],
-                              'ClimateChange':[4],
-                              'DamsQuality':[4],
-                              'Siltation':[3],
-                              'AgriculturalPractices':[3],
-                              'Encroachments':[4],
-                              'IneffectiveDisasterPreparedness':[3],
-                              'DrainageSystems':[5],
-                              'CoastalVulnerability':[3],
-                              'Landslides':[3],
-                              'Watersheds':[5],
-                              'DeterioratingInfrastructure':[4],
-                              'PopulationScore':[7],
-                              'WetlandLoss':[5],
-                              'InadequatePlanning':[7],
-                              'PoliticalFactors':[3]
-                          }))
+                          examples=[["5", "8", "5", "8", "6", "4", "4", "3", "3", "4", "3", "5", "3", "3", "5", "4", "7", "5", "7", "3"]])
 interface.launch(share=True)