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summarize_news.py
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summarize_news.py
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import tkinter as tk
import nltk
from textblob import TextBlob
from newspaper import Article
def summarize() :
url = utext.get('1.0', "end").strip()
article = Article(url) #creating object
article.download()
article.parse() # article disect into parts they need
article.nlp()
title.config(state = 'normal')
author.config(state = 'normal')
publication.config(state = 'normal')
summary.config(state = 'normal')
sentiment.config(state = 'normal')
title.delete(1.0, 'end')
title.insert('1.0', article.title)
author.delete(1.0, 'end')
author.insert('1.0', article.authors)
publication.delete(1.0, 'end')
publication.insert('1.0', article.publish_date)
summary.delete(1.0, 'end')
summary.insert('1.0', article.summary)
analysis = TextBlob(article.text) # give the full text just not the summery
sentiment.delete(1.0, 'end')
sentiment.insert('1.0', f'Polarity : {analysis.polarity}, Sentiment : {"positive" if analysis.polarity > 0 else "negative" if analysis.polarity < 0 else "nutral"}')
title.config(state='disabled')
author.config(state='disabled')
publication.config(state='disabled')
summary.config(state='disabled')
sentiment.config(state='disabled')
root = tk.Tk() # calling constructor
root.title('SuMMARIZER')
root.geometry('1200x600')
#For the Title block
tlabel = tk.Label(root, text = "Title")
tlabel.pack()
title = tk.Text(root, height = 2, width = 140)
title.config(state = 'disabled', bg = '#91D8E4')
title.pack()
#For the author block
alabel = tk.Label(root, text = "Author")
alabel.pack()
author = tk.Text(root, height = 2, width = 140)
author.config(state = 'disabled', bg = '#91D8E4')
author.pack()
# For the publication date block
plabel = tk.Label(root, text = "Pubication Date")
plabel.pack()
publication = tk.Text(root, height = 2, width = 140)
publication.config(state = 'disabled', bg = '#91D8E4')
publication.pack()
#For the summery block
slabel = tk.Label(root, text = "Summery")
slabel.pack()
summary = tk.Text(root, height = 20, width = 140)
summary.config(state = 'disabled', bg = '#91D8E4')
summary.pack()
# for the sentiment analysis block
selabel = tk.Label(root, text = "Sentiment Analysis")
selabel.pack()
sentiment = tk.Text(root, height = 2, width = 140)
sentiment.config(state = 'disabled', bg = '#91D8E4')
sentiment.pack()
# For the url block
ulabel = tk.Label(root, text = "Put the url")
ulabel.pack()
utext = tk.Text (root, height = 2, width = 140)
utext.pack()
#For the button section
btn = tk.Button(root, text = "Summarize", command = summarize)
btn.pack()
root.mainloop()
# Tested url
# url : https://edition.cnn.com/travel/article/dhaka-bangladesh-public-transport-metro-intl-hnk/index.html
# url : https://www.nytimes.com/2022/12/28/world/europe/ukraine-russia-peace-talks.html