{"id":430618,"date":"2025-02-28T08:30:33","date_gmt":"2025-02-28T05:30:33","guid":{"rendered":"https:\/\/mob25.com\/?p=430618"},"modified":"2025-02-28T09:11:21","modified_gmt":"2025-02-28T06:11:21","slug":"csv","status":"publish","type":"post","link":"https:\/\/mob25.com\/blog\/csv\/","title":{"rendered":"CSV"},"content":{"rendered":"\n

CSV (Comma Separated Values) — \u043e\u0434\u0438\u043d \u0438\u0437 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u0445, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0445 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445. \u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 CSV \u0432 Python \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442 \u0432\u0430\u0448\u0438 \u043d\u0430\u0432\u044b\u043a\u0438, \u043d\u043e \u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0437\u0430\u0434\u0430\u0447, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438.<\/p>\n\n\n\n

\u0417\u0430\u043a\u0430\u0437\u0447\u0438\u043a\u0430\u043c \u043d\u0430 \u0444\u0440\u0438\u043b\u0430\u043d\u0441-\u0431\u0438\u0440\u0436\u0430\u0445 \u0447\u0430\u0441\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0438\u043c\u0435\u043d\u043d\u043e \u0432 \u043e\u0434\u043d\u043e\u043c \u0438\u0437 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432: CSV \u0438\u043b\u0438 JSON.<\/p>\n\n\n\n

\u0424\u043e\u0440\u043c\u0430\u0442 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 CSV \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0442\u0430\u043a (\u043c\u043e\u0436\u0435\u0442 \u0438\u043c\u0435\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u0442\u0435\u043b\u044c): <\/p>\n\n\n\n

one;two;three<\/p>\n\n\n\n

\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u043c\u043e\u0434\u0443\u043b\u0435\u043c CSV \u043e\u0447\u0435\u043d\u044c \u043f\u0440\u043e\u0441\u0442\u0430, \u0438 \u043d\u0430\u043c \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u0441\u044f \u0437\u0430\u043f\u043e\u043c\u043d\u0438\u0442\u044c \u043b\u0438\u0448\u044c \u043f\u0430\u0440\u0443 \u043f\u0440\u0438\u0435\u043c\u043e\u0432 \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u0435\u0433\u043e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435.<\/p>\n\n\n\n

Python \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u0443\u044e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443 csv, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0443\u043f\u0440\u043e\u0449\u0430\u0435\u0442 \u0447\u0442\u0435\u043d\u0438\u0435 \u0438 \u0437\u0430\u043f\u0438\u0441\u044c \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 CSV. \u0412\u043e\u0442 \u043f\u0440\u0438\u043c\u0435\u0440 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u0440\u043e\u0447\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 CSV-\u0444\u0430\u0439\u043b\u0430:<\/p>\n\n\n\n

\u0414\u043b\u044f \u043d\u0430\u0447\u0430\u043b\u0430, \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0437\u043d\u0430\u0442\u044c \u0447\u0442\u043e \u043b\u044e\u0431\u043e\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u043b\u0435\u0433\u043a\u043e \u043f\u0440\u0435\u0432\u0440\u0430\u0442\u0438\u0442\u044c \u0432 CSV<\/p>\n\n\n\n

import csv\n\nlst = ['one', 'two', 'three']\nwith open('res.csv', 'w', newline='', encoding='utf-8-sig') as file:\n\u00a0\u00a0\u00a0 writer = csv.writer(file, delimiter=';')\n\u00a0\u00a0\u00a0 writer.writerow(lst)<\/pre>\n\n\n\n
\u0427\u0442\u043e\u0431\u044b \u0432 Excel \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u043b\u0430\u0441\u044c \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u043a\u0430, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 encoding=’utf-8-sig’.<\/p>\n\n\n\n
\u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u044d\u0442\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u0431\u0443\u0434\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u043d \u0444\u0430\u0439\u043b res.csv, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u0437\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430\u0448 \u0441\u043f\u0438\u0441\u043e\u043a lst, \u0432 \u043a\u0430\u0436\u0434\u043e\u0439 \u044f\u0447\u0435\u0439\u043a\u0435 — \u044d\u043b\u0435\u043c\u0435\u043d\u0442 \u0441\u043f\u0438\u0441\u043a\u0430.<\/p>\n\n\n\n
newline= — \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u0432\u0441\u0435\u0433\u0434\u0430. \u0415\u0441\u043b\u0438 \u043d\u0435 \u0443\u043a\u0430\u0437\u0430\u0442\u044c, \u0442\u043e \u043d\u043e\u0432\u044b\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u043c\u043e\u0433\u0443\u0442 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f  \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438 \u0432\u0435\u0441\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 «\u0441\u043f\u043e\u043b\u0437\u0435\u0442»;<\/p>\n\n\n\n
encoding=’utf-8-sig’ — open() \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0434\u043b\u044f \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u044f .csv  \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u043a\u0443 unicode. \u0427\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0444\u0430\u0439\u043b \u0441 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0439 \u043d\u0430\u043c \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u043a\u043e\u0439, \u043d\u0443\u0436\u043d\u043e \u044f\u0432\u043d\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u0435\u0435.<\/p>\n\n\n\n
writer = csv.writer(file, delimiter=';')<\/pre>\n\n\n\n
\u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u0435 \u043c\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0444\u0430\u0431\u0440\u0438\u0447\u043d\u043e\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 csv.writer() \u0441\u043e\u0437\u0434\u0430\u043b\u0438 \u043e\u0431\u044a\u0435\u043a\u0442 _csv.writer \u0434\u043b\u044f \u0437\u0430\u043f\u0438\u0441\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 CSV. \u0423 _csv.writer \u0435\u0441\u0442\u044c \u043c\u0435\u0442\u043e\u0434 writerow(), \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043f\u0438\u0441\u044b\u0432\u0430\u0442\u044c \u0441\u043f\u0438\u0441\u043e\u043a \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u043f\u043e\u0441\u0442\u0440\u043e\u0447\u043d\u043e. delimiter=’;’ \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a\u0438\u043c \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u0442\u0435\u043b\u044c \u043c\u0435\u0436\u0434\u0443 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u043c\u0438 \u0441\u043f\u0438\u0441\u043a\u0430, \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0443\u043a\u0430\u0437\u0430\u0442\u044c \u043b\u044e\u0431\u043e\u0439.<\/p>\n\n\n\n
<\/p>\n\n\n\n
\u041f\u0440\u0438\u043c\u0435\u0440 \u0441\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435\u043c \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 .csv<\/p>\n\n\n\n
import csv\nimport requests\nfrom bs4 import BeautifulSoup\n\n# 1 ------------------------------------------------------\n\nwith open('res.csv', 'w', encoding='utf-8-sig', newline='') as file:\n\u00a0\u00a0\u00a0 writer = csv.writer(file, delimiter=';')\n\u00a0\u00a0\u00a0 writer.writerow([\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 '\u041d\u0430\u0438\u043c\u0435\u043d\u043e\u0432\u0430\u043d\u0438\u0435', '\u0410\u0440\u0442\u0438\u043a\u0443\u043b', '\u0411\u0440\u0435\u043d\u0434', '\u041c\u043e\u0434\u0435\u043b\u044c',\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 '\u0422\u0438\u043f', '\u0418\u0433\u0440\u043e\u0432\u0430\u044f', '\u0420\u0430\u0437\u043c\u0435\u0440', '\u0420\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u0435', '\u041f\u043e\u0434\u0441\u0432\u0435\u0442\u043a\u0430',\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 '\u0421\u0430\u0439\u0442 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044f', '\u0412 \u043d\u0430\u043b\u0438\u0447\u0438\u0438', '\u0426\u0435\u043d\u0430'])\n# 1 ------------------------------------------------------\n\n# 2 ------------------------------------------------------\nurl = 'https:\/\/mob25.com\/'\nresponse = requests.get(url=url)\nresponse.encoding = 'utf-8'\nsoup = BeautifulSoup(response.text, 'lxml')\n\n# 2 ------------------------------------------------------\n\n# 3 ------------------------------------------------------\nname = soup.find('p', id='p_header').text\narticle = soup.find('p', class_='article').text.split(': ')[1]\nbrand = soup.find('li', id='brand').text.split(': ')[1]\nmodel = soup.find('li', id='model').text.split(': ')[1]\ntype = soup.find('li', id='type').text.split(': ')[1]\npurpose = soup.find('li', id='purpose').text.split(': ')[1]\nlight = soup.find('li', id='light').text.split(': ')[1]\nsize = soup.find('li', id='size').text.split(': ')[1]\ndpi = soup.find('li', id='dpi').text.split(': ')[1]\nsite = soup.find('li', id='site').text.split(': ')[1]\nin_stock = soup.find('span', id='in_stock').text.split(': ')[1]\nprice = soup.find('span', id='price').text.split(' ')[0]\n# 3 ------------------------------------------------------\n\n# 4 ------------------------------------------------------\nwith open('res.csv', 'a', encoding='utf-8-sig', newline='') as file:\n\u00a0\u00a0\u00a0 writer = csv.writer(file, delimiter=';')\n\u00a0\u00a0\u00a0 writer.writerow([\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 name, article, brand, model,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 type, purpose, light, size, dpi,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 site, in_stock, price])\n# 4 ------------------------------------------------------<\/pre>\n\n\n\n
\u041a\u043e\u0434 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d \u043d\u0430 4 \u0447\u0430\u0441\u0442\u0438.<\/p>\n\n\n\n
\u0412 \u043f\u0435\u0440\u0432\u043e\u043c \u0431\u043b\u043e\u043a\u0435 \u043c\u044b \u0441\u043e\u0437\u0434\u0430\u043b\u0438 \u0444\u0430\u0439\u043b res.csv \u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u043b\u0438 \u0432 \u043d\u0435\u043c \u043f\u0435\u0440\u0432\u044b\u0435 12 \u044f\u0447\u0435\u0435\u043a \u0434\u043b\u044f \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432. \u041d\u0430\u043b\u0438\u0447\u0438\u0435 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432 \u044d\u0442\u043e \u0445\u043e\u0440\u043e\u0448\u0430\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430, \u043d\u043e \u043d\u0435 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f.<\/p>\n\n\n\n
\u0412\u0442\u043e\u0440\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u043a\u043e\u0434\u0430 —\u00a0 \u044d\u0442\u043e \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043a \u0441\u0430\u0439\u0442\u0443, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u044b \u0443\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 \u043f\u0440\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0438 \u0437\u0430\u0434\u0430\u0447.<\/p>\n\n\n\n
\u0422\u0440\u0435\u0442\u044c\u044f \u0447\u0430\u0441\u0442\u044c \u0445\u043e\u0440\u043e\u0448\u043e \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u0447\u0442\u043e \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043d\u0443\u0436\u043d\u044b\u0435 \u043d\u0430\u043c \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u0438 \u0445\u0440\u0430\u043d\u0438\u043c \u0438\u0445 \u0432 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432 4-\u043c \u043f\u0443\u043d\u043a\u0442\u0435 \u043c\u044b \u043f\u0435\u0440\u0435\u0434\u0430\u0435\u043c \u0432 \u043c\u0435\u0442\u043e\u0434 .writerow(). \u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043c\u044b \u043f\u0435\u0440\u0435\u0434\u0430\u0435\u043c \u0441\u043f\u0438\u0441\u043e\u043a.<\/p>\n\n\n\n
\u0418 \u0432 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f 4-\u0433\u043e \u0431\u043b\u043e\u043a\u0430 \u043a\u043e\u0434\u0430 \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0433\u043e\u0442\u043e\u0432\u044b\u0439 \u0444\u0430\u0439\u043b .csv, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0431\u0443\u0434\u0443\u0442 \u043a\u0440\u0430\u0441\u0438\u0432\u043e \u043b\u0435\u0436\u0430\u0442\u044c \u043d\u0430\u0448\u0438 \u0434\u0430\u043d\u043d\u044b\u0435. \u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u0432 4-\u043c \u0431\u043b\u043e\u043a\u0435 \u043c\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c \u0444\u043b\u0430\u0433 ‘a’ \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u0434\u043e\u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0431\u043b\u043e\u043a\u0435 \u0444\u0430\u0439\u043b. \u2018a\u2019 («append») — \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0432 \u043a\u043e\u043d\u0435\u0446. \u0415\u0441\u043b\u0438 \u0444\u043b\u0430\u0433 \u0431\u0443\u0434\u0435\u0442 ‘w’, — «write», \u0442\u043e \u0444\u0430\u0439\u043b \u043f\u0435\u0440\u0435\u0437\u0430\u043f\u0438\u0448\u0435\u0442\u0441\u044f \u0437\u0430\u043d\u043e\u0432\u043e \u0438 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438 \u043c\u044b \u043d\u0435 \u0443\u0432\u0438\u0434\u0438\u043c.<\/p>\n","protected":false},"excerpt":{"rendered":"
CSV (Comma Separated Values) — \u043e\u0434\u0438\u043d \u0438\u0437 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u0445, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0445 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445. \u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 CSV \u0432 Python \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442 \u0432\u0430\u0448\u0438 \u043d\u0430\u0432\u044b\u043a\u0438, \u043d\u043e \u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0437\u0430\u0434\u0430\u0447, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. \u0417\u0430\u043a\u0430\u0437\u0447\u0438\u043a\u0430\u043c \u043d\u0430 \u0444\u0440\u0438\u043b\u0430\u043d\u0441-\u0431\u0438\u0440\u0436\u0430\u0445 \u0447\u0430\u0441\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0438\u043c\u0435\u043d\u043d\u043e \u0432 \u043e\u0434\u043d\u043e\u043c \u0438\u0437 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432: […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[634],"tags":[],"class_list":["post-430618","post","type-post","status-publish","format-standard","","category-beautifulsoup"],"yoast_head":"\nCSV BeautifulSoup<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mob25.com\/blog\/csv\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"CSV BeautifulSoup\" \/>\n<meta property=\"og:description\" content=\"CSV (Comma Separated Values) — \u043e\u0434\u0438\u043d \u0438\u0437 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u0445, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0445 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445. \u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 CSV \u0432 Python \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442 \u0432\u0430\u0448\u0438 \u043d\u0430\u0432\u044b\u043a\u0438, \u043d\u043e \u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0437\u0430\u0434\u0430\u0447, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. \u0417\u0430\u043a\u0430\u0437\u0447\u0438\u043a\u0430\u043c \u043d\u0430 \u0444\u0440\u0438\u043b\u0430\u043d\u0441-\u0431\u0438\u0440\u0436\u0430\u0445 \u0447\u0430\u0441\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0438\u043c\u0435\u043d\u043d\u043e \u0432 \u043e\u0434\u043d\u043e\u043c \u0438\u0437 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432: […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mob25.com\/blog\/csv\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-28T05:30:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-28T06:11:21+00:00\" \/>\n<meta name=\"author\" content=\"mob25\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mob25.com\/blog\/csv\/\",\"url\":\"https:\/\/mob25.com\/blog\/csv\/\",\"name\":\"CSV BeautifulSoup\",\"isPartOf\":{\"@id\":\"https:\/\/mob25.com\/blog\/#website\"},\"datePublished\":\"2025-02-28T05:30:33+00:00\",\"dateModified\":\"2025-02-28T06:11:21+00:00\",\"author\":{\"@id\":\"https:\/\/mob25.com\/blog\/#\/schema\/person\/b0d0c762a30795904061f383c6401489\"},\"breadcrumb\":{\"@id\":\"https:\/\/mob25.com\/blog\/csv\/#breadcrumb\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/mob25.com\/blog\/csv\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/mob25.com\/blog\/csv\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0413\u043b\u0430\u0432\u043d\u0430\u044f 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\/ Yoast SEO plugin. -->","yoast_head_json":{"title":"CSV BeautifulSoup","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mob25.com\/blog\/csv\/","og_locale":"ru_RU","og_type":"article","og_title":"CSV BeautifulSoup","og_description":"CSV (Comma Separated Values) — \u043e\u0434\u0438\u043d \u0438\u0437 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u0445, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0445 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445. \u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 CSV \u0432 Python \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442 \u0432\u0430\u0448\u0438 \u043d\u0430\u0432\u044b\u043a\u0438, \u043d\u043e \u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0437\u0430\u0434\u0430\u0447, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. \u0417\u0430\u043a\u0430\u0437\u0447\u0438\u043a\u0430\u043c \u043d\u0430 \u0444\u0440\u0438\u043b\u0430\u043d\u0441-\u0431\u0438\u0440\u0436\u0430\u0445 \u0447\u0430\u0441\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0438\u043c\u0435\u043d\u043d\u043e \u0432 \u043e\u0434\u043d\u043e\u043c \u0438\u0437 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432: […]","og_url":"https:\/\/mob25.com\/blog\/csv\/","og_site_name":"\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438","article_published_time":"2025-02-28T05:30:33+00:00","article_modified_time":"2025-02-28T06:11:21+00:00","author":"mob25","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mob25.com\/blog\/csv\/","url":"https:\/\/mob25.com\/blog\/csv\/","name":"CSV 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