bs4test

import csv
from urllib.request import urlopen
from bs4 import BeautifulSoup as soup

my_url = 'http://ravimaailma.fi/'

# Opening up connection and grabbing the page
uClient = urlopen(my_url)
page_html = uClient.read()
uClient.close()

page_soup = soup(page_html, 'html.parser')

containers = page_soup.findAll('a')

Links = []
Link_Text = []

filename = "Labels_And_Links.csv"

with open(filename, 'w', encoding='utf-8') as csvfile:
    csv = csv.writer(csvfile, delimiter=',',
                            quotechar='\'', quoting=csv.QUOTE_MINIMAL)
    headers = ['Link_Text', 'Links']
    csv.writerow(headers)
    for container in containers:
        href = container.get('href', None)
        if href and href.startswith('http'):
            csv.writerow([container['href'], container.text])