I tried to fetch all product's name from the web page, but I could have only 12.
If I scroll down the web page then it gets refreshed and adds more information.
How can I to get all information?
import requests
from bs4 import BeautifulSoup
import re
url = "https://www.outre.com/product-category/wigs/"
res = requests.get(url)
res.raise_for_status()
soup = BeautifulSoup(res.text, "lxml")
items = soup.find_all("div", attrs={"class":"title-wrapper"})
for item in items:
print(item.p.a.get_text())
Your code is good. The thing is on the website; the products are dynamically loaded, so when you do your request you can only get the first 12 products.
You can check the developer console inside your browser to track the Ajax call made during browsing.
I did it, and it turns out a call is made to retrieve more product to the URL
https://www.outre.com/product-category/wigs/page/2/
So if you want to get all the products you need to browse multiple pages. I suggest you to use a loop and use your code several times.
N.B.: You can try to check the website to see is there is a more convenient place to get the product (like not from the main page)
The page loads the products from different URL via JavaScript, so Beautiful Soup doesn't see it. To get all pages, you can use the following example:
import requests
from bs4 import BeautifulSoup
url = "https://www.outre.com/product-category/wigs/page/{}/"
page = 1
while True:
soup = BeautifulSoup(requests.get(url.format(page)).content, "html.parser")
titles = soup.select(".product-title")
if not titles:
break
for title in titles:
print(title.text)
page += 1
Prints:
...
Wet & Wavy Loose Curl 18″
Wet & Wavy Boho Curl 20″
Nikaya
Jeanette
Natural Glam Body
Natural Free Deep
Related
I am trying to get the links to the individual search results on a website (National Gallery of Art). But the link to the search doesn't load the search results. Here is how I try to do it:
url = 'https://www.nga.gov/collection-search-result.html?artist=C%C3%A9zanne%2C%20Paul'
response = requests.get(url)
soup = BeautifulSoup(response.text, 'html.parser')
I can see that the links to the individual results could be found under soup.findAll('a') but they do not appear, instead the last output is a link to empty search result:
https://www.nga.gov/content/ngaweb/collection-search-result.html
How could I get a list of links, the first of which is the first search result (https://www.nga.gov/collection/art-object-page.52389.html), the second is the second search result (https://www.nga.gov/collection/art-object-page.52085.html) etc?
Actually, data is generating from api calls json response. Here is the desired
list of links.
Code:
import requests
import json
url= 'https://www.nga.gov/collection-search-result/jcr:content/parmain/facetcomponent/parList/collectionsearchresu.pageSize__30.pageNumber__1.json?artist=C%C3%A9zanne%2C%20Paul&_=1634762134895'
r = requests.get(url)
for item in r.json()['results']:
url = item['url']
abs_url = f'https://www.nga.gov{url}'
print(abs_url)
Output:
https://www.nga.gov/content/ngaweb/collection/art-object-page.52389.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.52085.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.46577.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.46580.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.46578.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.136014.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.46576.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.53120.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.54129.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.52165.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.46575.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.53122.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.93044.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.66405.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.53119.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.53121.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.46579.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.66406.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.45866.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.53123.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.45867.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.45986.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.45877.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.136025.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.74193.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.74192.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.66486.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.76288.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.76223.html
https://www.nga.gov/content/ngaweb/collection/art-object-page.76268.html
This seems to work for me:
from bs4 import BeautifulSoup
import requests
url = 'https://www.nga.gov/collection-search-result.html?artist=C%C3%A9zanne%2C%20Paul'
response = requests.get(url)
soup = BeautifulSoup(response.text, 'html.parser')
for a in soup.findAll('a'):
print(a['href'])
It returns all of the html a href links.
For the links from the search results specifically, those are loaded via AJAX and you would need to implement something that renders the javascript like headless chrome. You can read about one of the ways to implement this here, which fits your use case very closely. http://theautomatic.net/2019/01/19/scraping-data-from-javascript-webpage-python/
If you want to ask how to render javascript from python and then parse the result, you would need to close this question and open a new one, as it is not scoped correctly as is.
I have a list of part numbers to be looked up from the search bar on: https://www.partsfinder.com/catalog/preview?q=0119000230this site.
I want to collect the prices off the results.
Here's what I put up together but I'm not sure where to go from here:
import requests
from bs4 import BeautifulSoup
r = requests.get('https://www.partsfinder.com/catalog/preview?q=0119000230')
soup = BeautifulSoup(r.text, 'html.parser')
resultsRow = soup.find_all('a', {'class': 'search_result_row'})
results = []
Any help appreciated, thanks!
Content is dynamically loaded via xhr POST request. You can see this in the dev tools of browser when refreshing the page. You can minimize the request to the following:
import requests
data = {"partOptionFilter":{"PartNumber":"0119000230","AlternativeOemId":"17155"}}
r = requests.post('https://www.partsfinder.com/Catalog/Service/GetPartOptions',json=data).json()
print(r['Data']['PartOptions'][0]['YourPrice'])
I'm trying to scrape the following website:
https://www.bandsintown.com/?came_from=257&sort_by_filter=Number+of+RSVPs
I'm able to successfully scrape the events listed on the page using beautifulsoup, using the following code:
from bs4 import BeautifulSoup
import requests
url = 'https://www.bandsintown.com/?came_from=257&sort_by_filter=Number+of+RSVPs'
response = requests.get(url)
soup = BeautifulSoup(response.text, 'html.parser')
dates = soup.find_all('div', {'class': 'event-b58f7990'})
month=[]
day=[]
for i in dates:
md = i.find_all('div')
month.append(md[0].text)
day.append(md[1].text)
However, the issue I'm having is that I'm only able to scrape the first 18 events - the rest of the page is only available if the 'view all' button is clicked at the bottom. Is there a way in beautifulsoup, or otherwise, to simulate this button being clicked, so that I can scrape ALL of the data? I'd prefer to keep this in python as I'm doing most scraping with beautifulsoup. Thanks so much!
If you can work out the end point or set an end point for range in the following (with error handling for going too far) you can get a json response and parse out the info you require as follows. Depending on how many requests making you may choose to re-use connection with session.
import requests
import pandas as pd
url = 'https://www.bandsintown.com/upcomingEvents?came_from=257&sort_by_filter=Number+of+RSVPs&page={}&latitude=51.5167&longitude=0.0667'
results = []
for page in range(1,20):
data = requests.get(url.format(page)).json()
for item in data['events']:
results.append([item['artistName'], item['eventDate']['day'],item['eventDate']['month']])
df = pd.DataFrame(results)
print(df)
I've been trying to create a simple web scraper program to scrape the book titles of a 100 bestseller list on Amazon. I've used this code before on another site with no problems. But for some reason, it scraps the first page fine but then posts the same results for the following iterations.
I'm not sure if it's something to do with how Amazon creates its urls or not. When I manually enter the "#2" (and beyond) at the end of the url in the browser it navigates fine.
(Once the scrape is working I plan on dumping the data in csv files. But for now, print to the terminal will do.)
import requests
from bs4 import BeautifulSoup
for i in range(5):
url = "https://smile.amazon.com/Best-Sellers-Kindle-Store-Dystopian-Science-Fiction/zgbs/digital-text/6361470011/ref=zg_bs_nav_kstore_4_158591011#{}".format(i)
r = requests.get(url)
soup = BeautifulSoup(r.content, "lxml")
for book in soup.find_all('div', class_='zg_itemWrapper'):
title = book.find('div', class_='p13n-sc-truncate')
name = book.find('a', class_='a-link-child')
price = book.find('span', class_='p13n-sc-price')
print(title)
print(name)
print(price)
print("END")
This is a common problem that you have to face, some sites load the data asynchronous(with ajax) those are XMLHttpRequest that you can see in the tab networking of your DOM inspector. Usually the websites load the data from a different endpoint with POST method to solve that you can use urllib or requests library.
In this case the request is through a GET method and you can scrape it from this url with no need of extend your code https://www.amazon.com/Best-Sellers-Kindle-Store-Dystopian-Science-Fiction/zgbs/digital-text/6361470011/ref=zg_bs_pg_3?_encoding=UTF8&pg=3&ajax=1 where you only change the pg parameter
I'm trying to scrape the links for the top 10 articles on medium each day - by the looks of it, it seems like all the article links are in the class "postArticle-content," but when I run this code, I only get the top 3. Is there a way to get all 10?
from bs4 import BeautifulSoup
import requests
r = requests.get("https://medium.com/browse/726a53df8c8b")
data = r.text
soup = BeautifulSoup(data)
data = soup.findAll('div', attrs={'class' : 'postArticle-content'})
for div in data:
links = div.findAll('a')
for link in links:
print(link.get('href'))
requests gave you the entire results.
That page contains only the first three. The website's design is to use javascript code, running in the browser, to load additional content and add it to the page.
You need an entire web browser, with a javascript engine, to do what you are trying to do. The requests and beautiful-soup libraries are not a web browser. They are merely an implementation of the HTTP protocol and an HTML parser, respectively.