scrapbooks.py

import pandas as pd
import requests
from bs4 import BeautifulSoup
import pandas as pd

books =[]

for i in range(1,51):
    url = f"https://books.toscrape.com/catalogue/page-{i}.html"
    response = requests.get(url)
    response = response.content
    soup = BeautifulSoup(response, 'html.parser')
    ol = soup.find('ol')
    articles = ol.find_all('article', class_='product_pod')

    for article in articles:
        image = article.find('img')
        title = image.attrs['alt']
        star = article.find('p')
        star = star['class'][1]
        price = article.find('p', class_='price_color').text
        price = price[1:]
        price = float(price)
        books.append([title, price, star])
        
df = pd.DataFrame(books, columns=['Title', 'Price', 'Ratings'])
df.to_csv('books.csv')