I tried extracted table using python but cannot remove \n despite using replace, remove, rsplit, lsplit functions. Please help.
Following is my code.
from urllib.request import urlopen
from bs4 import BeautifulSoup
import requests
import pandas as pd
url = "https://shared.websol.barchart.com/quotes/quote.php?page=quote&sym=ng&x=13&y=8&domain=if&display_ice=1&enabled_ice_exchanges=&tz=0&ed=0"
res = requests.get(url)
soup = BeautifulSoup(res.text, 'lxml')
soup.prettify()
Header = soup.findAll('tr', limit=2)[1].findAll('th')
column_headers = [th.getText() for th in soup.findAll('tr', limit=2)[1].findAll('th')]
print(column_headers)
data_rows = soup.findAll('tr')[2:]
i = range(len(data_rows))
for td in data_rows:
row = td.get_text()
print(row)
My code output is below. Copied only few lines.
['Contract', 'Last', 'Change', 'Open', 'High', 'Low', 'Volume', 'Prev. Stl.', 'Time', 'Links']
\n Cash (NGY00)\n 2.890s\n +0.020\n 0.000\n 2.890\n 2.890\n 0\n 2.870\n 05/25/18\n Q / C / O\n
\n Jun \'18 (NGM18)\n 2.946\n +0.007\n 2.946\n 2.968\n 2.908\n 2331\n 2.939\n 19:13\n Q / C / O\n
\n Jul \'18 (NGN18)\n 2.974\n +0.011\n 2.974\n 3.000\n 2.937\n 23859\n 2.963\n 19:37\n Q / C / O\n
\n Aug \'18 (NGQ18)\n 2.989\n +0.006\n 2.983\n 3.016\n 2.957\n 4434\n 2.983\n 18:25\n Q / C / O\n
\n Sep \'18 (NGU18)\n 2.977\n +0.010\n 2.970\n 2.998\n 2.942\n 2313\n 2.967\n 18:07\n Q / C / O\n
\n Oct \'18 (NGV18)\n 2.975\n +0.005\n 2.969\n 2.999\n 2.944\n 2259\n 2.970\n 19:01\n Q / C / O\n
\n Nov \'18 (NGX18)\n 3.013\n +0.005\n 3.007\n 3.034\n 2.983\n 1774\n 3.008\n 19:18\n Q / C / O\n
\n Dec \'18 (NGZ18)\n 3.113\n +0.007\n 3.106\n 3.131\n 3.082\n 1287\n 3.106\n 17:59\n Q / C / O\n
\n Jan \'19 (NGF19)\n 3.198\n +0.011\n 3.177\n 3.212\n 3.165\n 1737\n 3.187\n 17:51\n Q / C / O\n
\n Feb \'19 (NGG19)\n 3.156\n +0.008\n 3.137\n 3.170\n 3.126\n 776\n 3.148\n 17:39\n Q / C / O\n
\n Mar \'19 (NGH19)\n 3.042\n +0.002\n 3.042\n 3.063\n 3.017\n 2891\n 3.040\n 18:27\n Q / C / O\n
\n Apr \'19 (NGJ19)\n 2.672\n +0.018\n 2.662\n 2.676\n 2.648\n 2403\n 2.654\n 11:00\n Q / C / O\n