Upload app.py

app.py

@@ -95,8 +95,8 @@ def draw(city, df = df):
     pred_2nd = pred[-1][1]
     pred_3rd = pred[-1][2]
     diff1 = pred_1st -last_y
-    diff2 = pred_2nd-last_y
-    diff3 = pred_3rd -last_y
+    diff2 = pred_2nd-pred_1st
+    diff3 = pred_3rd -pred_2nd
     fig = plt.figure()
   
  
@@ -117,11 +117,11 @@ def draw(city, df = df):
 
 output = gr.outputs.Plot(type="auto")
 output1 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Prediction in 2021-01(m)")
-diff_output1 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Difference in 2021-01(m)")
+diff_output1 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Difference from previous month(m)")
 output2 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Prediction in 2021-02(m)")
-diff_output2 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Difference in 2021-02(m)")
+diff_output2 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Difference from previous month(m)")
 output3 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Prediction in 2021-03(m)")
-diff_output3 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Difference in 2021-03(m)")
+diff_output3 = gr.outputs.Textbox(type="auto", label="Mean Sea Level Difference from previous month(m)")
 dropdown = gr.inputs.Dropdown(choices=list(df.City.unique()), type="value", default=None, label=None, optional=False)
 
 app = gr.Interface(fn=draw, inputs=[dropdown], outputs=[output,output1,diff_output1,output2,diff_output2,output3,diff_output3],description="This model is only capable of predicting mean sea level in next three month based on historical data from 2000 to 2020")