text: import requests
  import json
  import pandas as pd
  import prep1 as py
  from sklearn import preprocessing
  from sklearn.model_selection import train_test_split
  import numpy as np
  df=pd.read_csv("youtubedata.csv")
  # df_title, df_desc = df['title'].values,df['description'].values
  # df_title,df_description = df_title[0], df_desc[0]
  c0 = py.corpus_build(["Things to know BEFORE you go to ROME | Travel Tips 2020"])
  c1 = py.corpus_desc(["""⭐ This video is sponsored by CEPTICS, a number one brand for travel adapters 🔌 on Amazon 👉 https://www.ceptics.com
  🔥📚 Our Rome PDF guide ONLY $4.99 👉 https://gum.co/RmeGD 🔥 ⭐⭐⭐ 20% DISCOUNT - use code: HUNGRY20 (limited time offer) ⭐⭐⭐
  _____________________
  
  ALSO WATCH:
  Travel Adapters: https://youtu.be/IX3Fksa7ukI 
  Best apps to BOOK HOTELS & accommodation: https://youtu.be/B7usOIXzAJk
  Best apps to book CHEAP FLIGHTS: https://youtu.be/adCcuDUrtOU
  Best TRAVEL APPS: https://youtu.be/LJjdKJqWzw0
  _____________________
  
  In this video, we’ll cover all you need to know before traveling to Rome, Italy:
  
  #18: ABOUT THE CITY
  #17: MAP OF ROME 
  #16: WEATHER AND CLIMATE 
  #15: BEST TIME TO VISIT
  #14: WHERE TO STAY AND PRICE OF THE ACCOMMODATION
  #13: LINES & CROWDS
  #12: CURRENCY
  #11: LANGUAGE & EXPRESSIONS
  #10: TIME ZONE
  #9: TRANSPORTATION: from and to the airport, arriving by train, arriving by car, getting around the city (public transportation, etc.)
  #8: GENERAL INFORMATION: drinking water, public toilets, opening hours, Italian national vacations in August (ferragosto), free attractions
  #7: FOR INTERNATIONAL TRAVELERS: travel adapters (Italian power plugs, power outlets), internet providers (SIM cards), Pocket WiFi, Google Fi
  #6: SAFETY
  #5: BEST APPS TO USE IN ROME
  #4: FREE CITY TOURS
  #3: ROME CITY PASS
  #2: FOOD AND DRINKS
  #1: BEST FREE VIEWS OF THE CITY
  
  Plug images credit: ostapenko / 123RF Stock Photo
  _____________________
  
  OUR SOCIAL MEDIA:
  ⭐Instagram: https://www.instagram.com/hungrypassp...  
  ⭐Facebook: https://www.facebook.com/hungrypasspo...  
  ⭐Twitter: https://twitter.com/Hungry_Passport   
  
  For collaboration and inquiries: hpassport.travel(at)gmail.com 
  👉Visit our WEBSITE: https://www.hungrypassport.xyz/
  
  #rome #travelguide #tips"""])
  print(c0,c1)
  f=open("corpus.txt","r")
  cor=f.read().splitlines()
  f.close()
  cor=cor[0]
  points,y = py.vector(c0,c1,cor,df)
  print(points)
  url = 'http://192.168.43.84:5000/api/'
  j_data = points.tolist()
  j_data = json.dumps(j_data)
  headers = {'content-type': 'application/json', 'Accept-Charset': 'UTF-8'}
  r = requests.post(url, data=j_data, headers=headers)
  print(r, r.text)