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#pip install GoogleNews
#pip install --upgrade GoogleNews
import streamlit as st
from GoogleNews import GoogleNews
from sklearn.feature_extraction.text import TfidfVectorizer
from sklearn.metrics.pairwise import cosine_similarity
import pandas as pd
import numpy as np
import string
import re
from nltk.corpus import stopwords
from sklearn.metrics.pairwise import cosine_similarity
import sklearn
import time
googlenews = GoogleNews()
googlenews = GoogleNews(lang='ar')
googlenews.clear()
st.write("""
Arabic Fake News Detection System
A system designed as a part of master project
done by Reem AlFouzan
Supervised by : Dr, Abdulla al mutairi
""")
#df = pd.read_csv('News.csv')
text_input = st.text_input (''' **Enter the text** ''')
if len(text_input) != 0:
inputt = []
inputt = pd.DataFrame([text_input])
googlenews.search(inputt.iloc[0,0])
googlenews.get_news(inputt.iloc[0,0])
result_0 = googlenews.page_at(1)
totalCount = len(result_0)
st.markdown(f"Total Data is: {totalCount} ")
st.markdown(f"my input is : { result_0 }")
# time.sleep(100)
st.sidebar.markdown('مواقع اخباريه معتمده ')
st.sidebar.markdown("[العربية](https://www.alarabiya.net/)")
st.sidebar.markdown("[الجزيرة نت](https://www.aljazeera.net/news/)")
st.sidebar.markdown("[وكالة الانباء الكويتية](https://www.kuna.net.kw/Default.aspx?language=ar)")
#st.markdown('test') |