I am trying to fetch data from a tabular table. I want to get all data from the table but for some reason I can't even get the title to display. Can someone give me some pointers as to what I'm doing wrong here? Thanks
from lxml import html
import requests
page = requests.get("https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000501")
tree = html.fromstring(page.content)
title = tree.xpath('//*[@id="1_1"]/text()')
print("title", title)
After making some tests, you need to pass a cookie value in the header of your request. Otherwise you won't be able to get the page. Code :
from lxml import html
import requests
url = 'https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000501'
headers = {'Cookie': 'TS011c6724=01bc1e93397eb3e6d45954baff82f1dc5a53f5c7c9d6e15b0e5924fa1271e6172d10ebdde1926759324799c768ddd4eb7c4fa9c487'}
r = requests.get(url,headers=headers)
tree = html.fromstring(r.content)
print(tree.xpath('//th[@id="1_1"]')[0].text)
for elm in tree.xpath('//tr[./th[contains(.,"years")]]/td[1]'):
print(elm.text)
Output (Canada, and the population estimates for both sexes in 2015) :
Canada
1,928,878
1,969,492
1,895,463
2,092,961
2,395,623
...