ืืขืื ืืืืจ. ืืื ืื ืคึผืึธืคึผืืืึทืจืืืขื ืคืื ืคืึทืจืฉืืื ืกืขืงืฉืึทื ื ืคืื ืืขื ืคึผืืึทืฅ ืืื ืึทื ืึทืืืืื, ืืื ืืื ืืขืจ ืืขืืืืงืขืจ ืฆืืึทื ืืื ืืืืคืืขืฉืืื ืขื ืื ืงืฉืื - ืืืึธืก ืืึทืื ืงืขื ืขื ืืืื ืืงืกืืจืึทืงืืื ืคืื ืืึทืืขืจืงืื ืืขื ืืืืฃ ืึทืจืืืงืืขื. ืืื ืืืื ืืขืืืืื ืฆื ืคึผืจืืืืจื ืืืื ืืืืคึผืึทืืึทืกืึทืก, ืืืึธืก ืืื ืืืขื ืืืกืงืืืืจื ืืื ืื.
ืื ืืึทืื ืืขื ืขื ืืขืืืขื ืืึทื ืฅ ืืฉืืงืึทืืืข, ืืื ืืืจ ืืขื ืขื ืืืื ืืืืืืช ืฆื ืืึทืืืขื ืึท ืงืืืื "ืืื ื-ืจืืืืื ื" ืคืื ืงืึธืืขื ืืึทืืึธืจืก. ืคืืจืืืืื ืืื ืืขืจ ืื ืฉื ืื.
ืืึทืืึท ืืึทืืืื ื
ืคึฟืึทืจ ืึทื ืึทืืืกืืก, ืืืจ ืืืขืื ื ืืฆื ืืึทืื ืคึฟืึทืจ ืืขื ืืึธืจ, 2019, ืกืคึผืขืฆืืขื ืืื ื ืืื ืืึธืื ืฉืืื ืืืงืืืขื ืึท ืจืฉืืื ืคืื ืึทืจืืืงืืขื ืืื ืงืกืื ืคืึธืจืขื. ืขืก ืืืืืื ื ืืจ ืืืืก ืฆื ืืจืืืกื ืขืืขื ืื ืงืืืขื ืืืจื ืคืื ืืขืื ืืจืืืงื, ืฆืื ืืืืง, ืืขื ืขื ืืื ืืืจื ืคืืจืฉืคืืจื, ืืื ืืขื ืืืจืฃ ื ืืฉื ืืืื ื ืื ืคืืจืืื ืืขื;
ืฆื ืืืืืคึผืื ืงื ืืึทืืขืจืงืื ืืขื ืคืื ืึทื ืึทืจืืืงื, ืื ืคืืืืขื ืืข ืงืึธื ืืื ืืขื ืื:
r = requests.get("https://habr.com/ru/post/467453/")
data_html = r.text
comments = data_html.split('<div class="comment" id=')
comments_list = []
for comment in comments:
body = Str(comment).find_between('<div class="comment__message', '<div class="comment__footer"').find_between('>', '</div>')# .replace('n', '-')
if len(body) < 4: continue
body = body.translate(str.maketrans(dict.fromkeys("tnrvf")))
body = body.replace('"', "'").replace(',', " ").replace('<br>', ' ').replace('<p>', '').replace('</p>', '').replace(' ', ' ')
user = Str(comment).find_between('data-user-login', '>').find_between('"', '"')
date_str = Str(comment).find_between('<time class="comment__date-time comment__date-time_published', 'time>').find_between('>', '<')
vote = Str(comment).find_between('<div class="voting-wjt', '</div>').find_between('<span', 'span>').find_between('>', '<')
date = dateparser.parse(date_str)
csv_data = "{},{},{},{}".format(user, date, vote, body)
comments_list.append(csv_data)
ืืึธืก ืึทืืึทืื ืืื ืื ืฆื ืืึทืงืืืขื ืึท ืจืฉืืื ืคืื ืืึทืืขืจืงืื ืืขื ืืืึธืก ืงืืงื ืขืคึผืขืก ืืื ืืึธืก (ื ืืงืงื ืึทืืข ืึทืืืขืงืืขื ืืืขื ืคึฟืึทืจ ืคึผืจืืืืึทืืงืืื ืกืืืืช):
xxxxxxx,2019-02-06 11:50:00,0,ะ ะผะพะถะฝะพ ะฟัะธะผะตั ะบะฐะบ ะธะผะตะฝะฝะพ?
xxxxxxx-02-24 16:15:00,+1,ะะพะฑะพะปััะต ัะธัะฐะนัะต ะฝะตะทะฐะฒะธัะธะผัะต ะพัะธัะธะฐะปัะฝัะต ะธััะพัะฝะธะบะธ ััะพะฑั ัะฐะบะธั
ะฒะพะฟัะพัะพะฒ ะฝะต ะฑัะปะพ.
xxxxxxx,2019-02-23 20:15:00,โ5,ะ ะฝะต ะฒะฐะถะฝะพ ะณะปะฐะฒะฝะพะต ะฒ ะธัะพะณะต ะฒ ะฟะปััะต ะพะบะฐะทะฐัััั
ืืื ืืืจ ืงืขื ืขื ืืขื, ืคึฟืึทืจ ืืขืืขืจ ืืึทืืขืจืงืื ื ืืืจ ืงืขื ืขื ืืึทืงืืืขื ืื ืืึทื ืืฆืขืจ ื ืึธืืขื, ืืึทืืข, ืฉืึทืฅ ืืื ืื ืคืึทืงืืืฉ ืืขืงืกื. ืืื ืก ืืขื ืืืึธืก ืืืจ ืงืขื ืขื ืืึทืงืืืขื ืคืื ืืขื.
ืืืจื ืืขื ืืืขื, ืืืืืขืก, ืืขืจ ืืขืืึทื ืง ืคืื ืงืึทืืขืงืืื ื ืจืืืืื ืื ืืื ืืขืืืขื ืึท ืืืกื ืึทื ืืขืจืฉ - ืฆื ืืขื ืืืึธืก ืจืืืืื ืื ืื ื ืืฆืขืจืก ืืขืื. ืคึฟืึทืจ ืืืึทืฉืคึผืื, ืืืจ ืงืขื ืขื ืงืืงื ืืืืฃ ืืึธืืืืืข - ืืคืืื ืื ืืขืจืกื ืืืขืึทื ืืืืืขื, ืืคืืื ืึท ืืืืืขื ืืืึธืก ืืื ื ืืฉื ืคืืจื ืงืืื ืกืึทืืืืฉืขืงืืืื ืืื ืคึฟืึธืจืืึทืฆืืข, ืืืืื ืคึฟืึทืจ ืจืขืคึฟืขืจืขื ืฅ ืึธืืขืจ ืึท ื ืืึทืขืก ืืขืืืื ื, ื ืึธื ืืืื ื ืึท ืืืืขืจ ื ืืืขืจ ืคืื ืืื ืืกืขืก. ืื ืืืืคึผืึทืืึทืกืึทืก ืืื ืืขืืืขื ืึทื ืขืก ืืขื ืขื ืืืืขืจื ืืืึธืก, ืจืืื ืงืืื ืืงืึทืื, ืืึธื ื ืื ืืื ืึทืืฅ, ืืคึฟืฉืจ ืกืขืจืึทืืึธืื ืื ืืื ื ืืฉื ืืขืฉืืคื ืืื ืืขื ืืึทืจื ืึธืืขืจ ืขืคึผืขืก ืึทื ืืขืจืฉ. ืืคึฟืฉืจ ืืึทืจืฃ ืึท ืืขื ืืฉ ื ืื ืืขืจ ืืืฆื ืืืืฃ ืืืจื, ื ืึธืจ ืฆื ืืึทืืึทื ืืืขื ืืขืคึผืจืขืกืืข... ืึธืืขืจ ืืื ืขืก ืืึธื ืืื ืึทืจืืืกืืขืืืืื, ืงืขื ืืื ืืึธืก ืืึธ ื ืืฉื ืงืึธื ืืจืึธืืืจื, ืืืฒึทื... ืื ืจืฉืืื ืคืื ืื ืืืึธืก ืืึธืื ืจืืืืื ืื ืืื ื ืืฉื ืืขืจืืืขืืืขื ืืื ืื ืืึทืืขืจืงืื ื ืึธืืขืจ ืึทืจืืืงื. ื ื, ืืึธืก ืืื, ืืืจ ืืืขืื ืึทืจืืขืื ืืื ืื ืื ืืืฆื ืืึทืื. ืืขืจ ืจืขืืืืืึทื ืืื ืึท "ืคืึทืจืงืขืจื" ืฉืึทืฅ - ืืืจ ืงืขื ืขื ืืขื ืืืึธืก ืจืืืืื ืื _ืืึทืงืืืขื_ ืืืจื ืืืืขืจื. ืืืึธืก, ืืื ืคึผืจืื ืฆืืคึผ, ืืื ืืืื ืืฉืืงืึทืืืข.
ืคึผืจืึทืกืขืกืื ื
ืฆื ืึธื ืืืืื ืืื, ืึท ืืจืืืืฆืืื ืขืื ืึธืคึผืืืืงืขื ืื ื. ืื ืจืึทื ื, ืืื ืึทืืข ืื ืคืจืืขืจืืืงืข ืึธื ืขืก, ืืื ืึทื ืึทืคืืฉืึทื. ืืื ืคืืจืืืืขืจ ื ืืฉื ืื ืืื ืืื ืืื ืขืจืืขืฅ ื ืืฉื ืืขืืืื ื ืืขืืช. ืคึฟืึทืจ ืืขื ืข ืืื ืืขืจืขืกืืจื ืืื ืืขืื ืืฉ ืืขืืึทืืืก, ืืขืจ ืืืืืืื ืงืึธื ืืื ืฆืืืขืฉืืขืื .
ืึทืืื ืืึธืื ืก ืืึทืงืืืขื ืกืืึทืจืืขื. ืืึทืืขืจืงืื ืืขื ืคึฟืึทืจ ืืขื ืืึธืจ, 2019 (ืืืึธืก ืืื ื ืึธื ื ืืฉื ืืืืขืจ), ืืขื ืขื ืืขื ืืืขื ืคึฟืึทืจ ืึทื ืึทืืืกืืก. ืืื ืืขืจ ืฆืืื ืคืื ืฉืจืืืื, ื ืืฆืขืจืก ืืขืฉืจืืื ืงืกื ืืืงืก ะบะพะผะผะตะฝัะฐัะธั, ืื ืืจืืืก ืคืื ืืขืจ ืงืกืื ืืขืงืข ืืื 288 ืื. ืฉืืึทืจืง, ืืืคึผืจืขืกืืื.
ืฆืืื ืคืื ืฉืจืืืื
ืืื ืืื ืื ืืจืืคึผืข ืืึทืืขืจืงืื ืืขื ืืืจื ืฉืขื, ืืืืืืืืื ื ืืืืงืืืื ืืื ืืืืงืขื ืื ืกืขืคึผืขืจืึทืืื.
ืืึธ ืืขื ืขื ืืืจ ื ืืฉื ืืื ืืขืจืขืกืืจื ืืื ืึทืืกืึธืืื ืืืึทืืืขืก, ืึธืืขืจ ืืื ืจืขืืึทืืืื. ืืืื ืืืจ ื ืึธืจ ืงืืง ืืื ืขืก "ืืื ืขืก ืืื", ืขืก ืืืจื ืก ืืืืก ืึทืะพืจืืึฟ ืคืื ืื ืืึทืืขืจืงืื ืืขื ืืขื ืขื ืืขืฉืจืืื ืืื ืึทืจืืขื ืฉืขื ืคืื 10 ืฆื 18 ๐ ืืืืฃ ืื ืื ืืขืจืข ืืึทื ื, ืฆืืื ืืึธื ืขืก ืืขื ืขื ื ืืฉื ืืขื ืืืขื ืืื ืืฉืืื ืืึธ, ืึทืืื ืื ืงืฉืื ืืื ื ืึธื ืึธืคึฟื.
ืืื ืก ืงืืง ืืื ืื ืคืึทืจืฉืคึผืจืืืืื ื ืคืื ืืึทืืขืจืงืื ืืขื ืืืืขืจ ืื ืืึธืจ:
ืืื ืืื ืืจืืื ืืื ืขืก ืงืืืจ ืืื ืื ืืืื-ืืขื - ืื ืืืืื ืฉืจืืคื-ืคืขืจืืืืืงืืื ืืื ืงืืืจ ืงืขื ืืืง, ืืขืจืคืืจ ืงืขื ืขื ืืืจ ืืืื ืืื ืืืจ ืืืื ืืืืื, ืื ืืขื ืืืืขื ื ืืื ืงืืืขื ืืืจื ืืืืฃ ืืื ืคืื ืืขืจ ืืจืืขื (ืืืขืจ ืืืก ืืื ื ืืฉื ืืืืขืจ).
ืืืจื ืืขื ืืืขื, ืขืก ืืื ืืขืืืขื ืึท ืืขืืึทื ืง ืฆื ืคึผืจืืืืจื ืื ืืืืคึผืึทืืึทืกืึทืก ืฆื ืื ื ืืืขืจ ืคืื ืืื ืืกืขืก ืึธืืขืจ ืคึผืืืกืขืก ืืื ืึทื ืืขืจืฉ ืคืื ืืขื ืืึธื ืึธืืขืจ ืฆืืื ืคืื ืืึธื, ืึธืืขืจ ืขืก ืืื ื ืื ืืขืืืขื ืฆื ืืขืคึฟืื ืขื ืึท ืฉืืืืืช - ืื ืฆืืื ืืืขื ืื ืจืึทื ื ืืื ืืขืืขืื ืืื ื ืืฉื ืืขืจืืืขืืืขื, ืืื ืขืก ืืื ืงืืื ืืืจืขืงื ืงืฉืจ ืืื ืื ืฆืืื ืคืื ืื ืืึทืืขืจืงืื ื.
ืืืืขืจื
ืคืื ืงืืจืก, ืืื ืืึธื ื ืื ืืืืกื ืื ืคึผืื ืืืขื ื ืืืขืจ ืคืื ื ืืฆืขืจืก ืืืืฃ ืืขื ืคึผืืึทืฅ. ืืืขืจ ืื ืืืืก ืืึธืื ืืืึท ืืื ืืกืืขืจ ืืืื ืืึทืืขืจืงืื ื ืืขื ืืึธืจ ืืื ืืขืืืขื ืืขืขืจืขื ืงืกื ืืืงืก ืืขื ืืฉื.
ืื ืืจืึทืคืืง ืคืื ืื ื ืืืขืจ ืคืื ืึทืจืืืงืืขื ืืื ืงืก ืืืจื ืืืืขืจื ืงืืงื ืืึทื ืฅ ืืฉืืงืึทืืืข:
ืืื ืขืจืฉืืขืจ ืืื ืืื ื ืืฉื ืืืืืื ืขืก ืืื, ืึธืืขืจ ืขืก ืืขืืืขื ืงืืื ืืขืืช. 5% ืคืื ืืืืขืจื ืืึธืื 60% ืคืื ืึทืจืืืงืืขื. 10% - 74% ืคืื ืึทืืข ืึทืจืืืงืืขื (ืคืื ืืืึธืก, ืืึธืื ืืืจ ืืขืจืืึธื ืขื, ืืขื ืืึธืจ, 450 ืืืืื ื). ืื ืืขืจืืืึทื ืคืฉืื ืืืืขื ืขื ืืขื ืคึผืืึทืฅ, ืืขืืืื ืืึทืืขืจืงืื ืืขื ืืืืขืจ ืจืึทืจืขืื, ืึธืืขืจ ื ืืฉื ืืึธืื ืืื ืืื ืึทืืข (ืื, ืืขืืืืื ืืืขื, ืืขื ืขื ื ืืฉื ืึทืจืืึทื ืืขืจืขืื ื ืืื ืืืื ืจืฉืืื).
ืจืึทืืื ืืก
ืืื ืก ืืึทื ืืืืฃ ืฆื ืื ืืขืฆืืข ืืื ืืขืจืกื ืฉืคึผืึทืก ืืืื ืคืื ืื ืกืืึทืืืกืืืง - ืจืืืืื ืื. ืฆืืืื ืคืจืืืืืืงืืื, ืืืขื ืืื ื ืืฉื ืืขืื ืื ืคืืืข ืฆืื ืขืืขื ืืฉื ืคืื ืื ืืื ืืฆืขืจ ืืืขืจ ืขืก ืืืื, ืืืื ืืื, ืืืขื ืืื ืืขืจืงืขื ืขื.
ืืืืฃ ื ืืืขืจ ืคืื ืืึทืืขืจืงืื ืืขื ืคึฟืึทืจ ืืขื ืืึธืจ, ืื ืฉืคึผืืฅ 5 ืืขื ืขื ืคืึทืจื ืืืขื ืืืจื VoXXXX (3377 ืืึทืืขืจืงืื ืืขื), 0xdXXXXX (3286 ืืึทืืขืจืงืื ืืขื), strXXXX (3043 ืืึทืืขืจืงืื ืืขื), AmXXXX (2897 ืืึทืืขืจืงืื ืืขื) ืืื khXXXX (2748 ืืึทืืขืจืงืื ืืขื).
ืืืืฃ ื ืืืขืจ ืคืื ืืขื ืขืคืืฅ ืืืงืืืขื, ืฉืคึผืืฅ 5 ืืขื ืขื ืคืึทืจื ืืืขื ืืืจื amXXXX (1395 ืืึทืืขืจืงืื ืืขื, ืจืืืืื ืื +3231/-309), tvXXXX (1544 ืืึทืืขืจืงืื ืืขื, ืจืืืืื ืื +3231/-97), WhuXXXX (921 ืืึทืืขืจืงืื ืืขื, ืจืืืืื ืื +2288/-13), MTXXXX (1328 ืืึทืืขืจืงืื ืืขื, +1383 /-7) ืืื amaXXXX (736 ืืึทืืขืจืงืื ืืขื, ืฉืึทืฅ +1340/-16).
ืืืืฃ ืึทืืกืึธืืื positive ืฉืึทืฅ (ืงืืื ืขืจ ื ืขืืึทืืืื ืจืืืืึทื ืืึทืืขืจืงืื ื) ืื ืฉืคึผืืฅ ืคืื ืื ืฉืคึผืืฅ ืืื ืคืึทืจื ืืืขื ืืืจื ะธ . ืืืก ืืืืกื ืื ืฉืืขื ืืื ืคืืจ ืืืืขืจืข ืฆืื ืืืขื ืืื ืคืืื, ืืื ืืืื ืื ืืื ืคืืจืืื ืขื ืขืก.
ืื ืืึทืื ืกืืืื ืืขื ืขื ืืืื ืืฉืืงืึทืืืข. ืืืืื ื ืืืขืจ ืคืื ืืื ืืก ืืขืืืืื ืคึฟืึทืจ ืืขื ืืึธืจ ืืื ืืขื ืขื ืคืึทืจื ืืืขื ืืืจื ืกืืงืกืงืก (473 ืคึผืืืกืขืก, 699 ืืื ืืกืขืก), ืืงืกืงืก (1915 ืคึผืืืกืขืก, 573 ืืื ืืกืขืก) ืืื ื ืืงืงืกืงืกืงืกืงืก (456 ืคึผืืืกืขืก, 487 ืืื ืืกืขืก). ืืืขืจ ืืื ืืืจ ืงืขื ืขื ืืขื, ืื ืืืืขืจื ืืึธืื ืืขื ืื positive ืืึทืืขืจืงืื ืืขื. ืืืขืจ ืืืื ืฆื ืึทืืกืึธืืื ืืื ืืก ืื ืึทื ืืืืึธืคึผืืง ืืืื ืืืืึทืืงืกืงืกืงืก (55 ืืึทืืขืจืงืื ืืขื, 84 ืืื ืืกืขืก, 0 ืคึผืืืกืขืก), ekoXXXX (77 ืืึทืืขืจืงืื ืืขื, 92 ืืื ืืกืขืก, 1 ืคึผืืืก) ืืื iMXXXX (225 ืืึทืืขืจืงืื ืืขื, 205 ืืื ืืกืขืก, 12 ืคึผืืืกืขืก).
ืกืึธืฃ
ืืื ืืื ื ืืฉื ืืขืงืขื ื ืืืืกืจืขืืขื ืขื ืืืขืก ืคืืื ืืจื, ืืืขืจ ืืื ืืืฃ ืื ืขืก ืืื ืืขืืืขื ืืื ืืขืจืขืกืื ื.
ืืื ืืืจ ืงืขื ืขื ืืขื, ืืคืืื ืึท ืืึทืืึทืกืขื ืืื ืึทืืึท ืึท ืงืืืื ื ืืืขืจ ืคืื ืคืขืืืขืจ ืงืขื ืขื ืฆืืฉืืขืื ืืฉืืงืึทืืืข ืืึทืื ืคึฟืึทืจ ืึทื ืึทืืืกืืก. ืขืก ืืื ื ืึธื ืึท ืคึผืืึทืฅ ืฆื ืืจืึธืื ืืื, ืคืื ืืืืขื ืึท "ืืืึธืจื ืืืึธืืงื" ืฆื ืืขืงืกื ืึทื ืึทืืืกืืก. ืืืื ืขืก ืงืืืขื ืืืืก ืืื ืืขืจืขืกืื ืืข ืจืขืืืืืืื, ืืืขืื ืืื ืคืืจืขืคื ืืืขืื ืืืขืจื.
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