fixed more things in the website

app.py

@@ -1,11 +1,13 @@
 import gradio as gr
 from textclassifier import TextClassifier as tc
+import pandas as pd
 from functions import functions as f
 import time
 
 USER_LIST = ['jimmieakesson', 'BuschEbba', 'annieloof', 'JohanPehrson', 'bolund', 'martastenevi', 'SwedishPM',
              'dadgostarnooshi']
 
+
 def get_summary_statistics(dataframe):
     """
     This function returns a summary statistics of the dataframe. Returns a string with the summary statistics.
@@ -39,11 +41,16 @@ def summary_categorical(dataframe):
     return "Summary of categorical variables:\n" + summary
 
 
+def show_all_stats(dataframe):
+    dataframe = pd.read_csv("{}/data/twitterdata.csv".format(tc.ROOT_PATH))
+    return dataframe
+
+
 def main(From,
          To,
          Username,
          Nbr_Of_Tweets_To_Classify,
-         button1):
+         ):
     """
     Main function. Runs the program.
     :return: None
@@ -57,17 +64,27 @@ def main(From,
 
     text_classifier.run_main_pipeline()
     dataframe = text_classifier.get_dataframe()
-    return dataframe, get_summary_statistics(dataframe), dataframe.sort_values(by=['nlikes'], ascending=False)
 
-if __name__ == "__main__":
-    from datetime import date
+    return dataframe, show_all_stats(dataframe)
 
 
+if __name__ == "__main__":
+    from datetime import date
 
     demo = gr.Interface(
+        article="From = The date from which you want to start the analysis.\n To = The date to which you want to end "
+                "the analysis.\n Username = The username of the user you want to analyze.\n Nbr_Of_Tweets_To_Classify "
+                "= The number of tweets you want to analyze.\n output 0: The summary statistics of the intervall you "
+                "selected.\n output 1: The summary statistics of the total database.\n",
+        thumbnail="https://www.google.com/search?q=softhouse&rlz=1C5CHFA_enSE936SE936&sxsrf"
+                  "=ALiCzsadmCqCzwzt1COrGZxMGr8TfYzQdg:1658837053147&source=lnms&tbm=isch&sa=X&ved"
+                  "=2ahUKEwiF36vKwZb5AhX6YPEDHbLJCRYQ_AUoAXoECAIQAw&biw=2560&bih=1274&dpr=1#imgrc=TA2JaVySjUQVsM",
+        analytics_enabled=True,
+        theme="default",
+        title="Twitter data analysis",
         fn=main,
-        inputs=['text', 'text', 'text', 'text', gr.components.Textbox(label="Run")],
-        outputs=["dataframe", "text", "dataframe"],
+        inputs=['text', 'text', 'text', 'text'],
+        outputs=["dataframe", "dataframe"]
     )
     demo.launch()