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- Question: Obtaining \n\n\n\n while scraping from web in Python [closed]
- Time: Askeded 240 hours ago
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Obtaining \n\n\n\n while scraping from web in Python [closed]
The string “\N\N\N\N” typically indicates that the data you are trying to scrape from a website contains non-printable or non-UTF-8 characters. This can happen if the website uses a different encoding than the default encoding used by Python (which is usually UTF-8).
To fix this issue, you can try the following steps:
- Specify the correct encoding: Use the
requests
library to retrieve the webpage and specify the correct encoding in the headers. For example, if the webpage is encoded in ISO-8859-1, you can set the headers as follows:
import requests
url = ‘https://www.example.com’
headers = {‘Content-Type’: ‘text/html; charset=ISO-8859-1’}
response = requests.get(url, headers=headers)
- Use BeautifulSoup to parse the HTML: Once you have retrieved the webpage using
requests
, you can use the BeautifulSoup library to parse the HTML and extract the relevant data. BeautifulSoup can handle non-UTF-8 characters and convert them to a printable format.
from bs4 import BeautifulSoup
soup = BeautifulSoup(response.text, ‘html.parser’)
# Use soup to extract data from the webpage
- Clean the data: If you are still getting “\N\N\N\N” in your scraped data, you may need to clean the data by removing non-printable characters. You can use the
re
library to remove non-printable characters as follows:
import re
cleaned_data = re.sub(r'[^\x00-\x7F]+’, ”, data)
# Replace “data” with the scraped data that contains non-printable characters
I hope this helps you fix the issue with obtaining “\N\N\N\N” while scraping from a website in Python!
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