The parser does not work (KeyError) if you can also explain how to parse VK for likes comments (number)?

Question

Python

import requests
import csv
from bs4 import BeautifulSoup as bs


headers={'accept':'*/*',
         'user-agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/75.0.3770.90 Safari/537.36'
}
base_url='https://vk.com/hearthstone'

def hs_parse(base_url,headers):
    stats=[]
    urls=[]
    urls.append(base_url)
    session=requests.session()
    request=session.get(base_url,headers=headers)
    while len(stats) < 60:
        if request.status_code==200:
            soup=bs(request.content,'lxml')
        for url in urls:
            request = session.get(url, headers=headers)
            soup = bs(request.content, 'lxml')
            divs = soup.find_all('div', attrs={'class': 'like_btns'})
            for a in divs:
                com=soup.find_all('a',attrs={'class':'like_btn comment _comment _reply_wrap'})
                for div in a:
                    comentators=a.find('div',attrs={'class':'like_button_count'})
                    if comentators not in stats:
                        stats.append({'comentators':comentators})
                    else:
                        pass

            for a in divs:
                lik=soup.find_all('a',attrs={'class':'like_btn like _like'})
                for div in a:
                    likes=a.find('div',attrs={'class':'like_button_count'})
                    if likes not in stats:
                        stats.append({' likes':  likes})
                    else:
                        pass
            for a in divs:
                rep = soup.find_all('a', attrs={'class': 'like_btn share _share'})
                for div in a:
                    reposts = a.find('div', attrs={'class': 'like_button_count'})
                    if reposts not in stats:
                        stats.append({' reposts': reposts})
                    else:
                        pass
            for a in divs:
                wh = soup.find_all('a', attrs={'class': 'like_views _views'})
                for div in a:
                   watching = a.find('div', attrs={'data-count': 'title'})
                   if watching not in stats:
                       stats.append({'  watching':  watching})
                   else:
                       pass
        for url in urls:
            request = session.get(url, headers=headers)
            soup = bs(request.content, 'lxml')
            content = soup.find('div', attrs={'class': 'wall_post_text'})
            if content not in stats:
                stats.append(content)
            else:
                pass
        for url in urls:
            request = session.get(url, headers=headers)
            soup = bs(request.content, 'lxml')
            author = soup.find('div', attrs={'data-post-click-type': 'post_owner_link'})
            stats.append(author)



            print(len(stats))
        else:
            print('DONE')
            print(stats)
        return stats

def files_writer(stats):
    with open('parsed_hs_pub.csv','w',encoding='utf-8'
              ) as file:
        writer=csv.writer(file)
        writer.writerow((' author','content','likes','comentators','reposts','watching'))
        for stats in stats:
            writer.writerow((stats[' author'],stats['content'],stats['likes'],stats['comentators'],stats['reposts'],stats['watching']))

stats=hs_parse(base_url,headers)
files_writer(stats)

Answer 1

import requests
token = 'token'
domain = 'url_group'
version = '5.95'
count = '100'
response = requests.get(' https://api.vk.com/method/wall.get ',
params= {
' access_token': token,
'domain': domain,
'count': count,
'v': version
}
).json()['response']['items'] #response
comes with posts in response.
#from there you take everything you need
#post where you need)