Beautiful Soup Scraping Table

I have this small piece of code to scrape table data from a web site and then display in a csv format. The issue is that for loop is printing the records multiple time . I am not s

Solution 1:

from bs4 import BeautifulSoup
import requests

url = requests.get("https://www.top500.org/list/2018/06/")
soup = BeautifulSoup(url.content, 'html.parser')
table = soup.find_all('table', attrs={'class':'table table-condensed table-striped'})
for i in table:
    tr = i.find_all('tr')
    for x in tr:
        print(x.text)

Or the best way to parse table using pandas

import pandas as pd
table = pd.read_html('https://www.top500.org/list/2018/06/', attrs={
    'class': 'table table-condensed table-striped'}, header = 1)
print(table)

Solution 2:

It's printing much of the data multiple times because the newtext variable, which you are printing after getting the text of each <td></td>, is just accumulating all the values. Easiest way to get this to work is probably to just move the line print(newtxt) outside of both for loops - that is, leave it totally unindented. You should then see a list of all the text, with that from each row on a new line, and that from each individual cell in a row separated by commas.