\u0644\u0630\u0627 \u062f\u0639\u0646\u0627 \u0646\u0648\u0636\u062d \u0644\u0643 \u0645\u0627 \u0647\u0648 snscrape\u060c \u0648\u0643\u064a\u0641 \u064a\u0639\u0645\u0644\u060c \u0648\u0644\u0645\u0627\u0630\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u063a\u064a\u0631 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0644\u0639\u0628\u0629 \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n
\u062e\u0644\u0627\u0635\u0629 \u0627\u0644\u0642\u0648\u0644\u061b \u0648\u0627\u0644\u0635\u0648\u0631\u0629:<\/h3>\n\n\n\n\n- Snscrape \u0647\u064a \u0623\u062f\u0627\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0643\u0634\u0637 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u062f\u0648\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. <\/li>\n\n\n\n
- \u064a\u0639\u0645\u0644 \u0645\u0639 \u062a\u0648\u064a\u062a\u0631\/X<\/a>, Facebook<\/a>, Instagram<\/a>, \u0631\u064a\u062f\u064a\u062a<\/a>\u0648\u0623\u0643\u062b\u0631 \u0645\u0646 \u0630\u0644\u0643. <\/li>\n\n\n\n
- \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0648\u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u0648\u0633\u0648\u0645 \u0648\u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0648\u062d\u0641\u0638\u0647\u0627 \u0641\u064a \u0645\u0644\u0641 CSV. <\/li>\n\n\n\n
- \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0643\u0634\u0637 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u062a\u062c\u0646\u0628 \u0627\u0644\u062d\u0638\u0631 \u0648\u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644.<\/li>\n<\/ul>\n\n\n\n
![\"\u0627\u0644\u062f\u0644\u064a\u0644](\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/snscrape_image-1024x415.png\")
<\/a><\/figure>\n\n\n\n\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a<\/h2>\n\n\n\n\n- \u0645\u0627 \u0647\u0648 \u0633\u0646\u0643\u0631\u0627\u0628\u061f<\/a><\/li>\n\n\n\n
- \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 Snscrape\u061f<\/a><\/li>\n\n\n\n
- \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0646\u0643\u0631\u0627\u0628<\/a><\/li>\n\n\n\n
- \u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0645\u0646 \u062a\u0648\u064a\u062a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape\u061f<\/a><\/li>\n\n\n\n
- \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape<\/a><\/li>\n\n\n\n
- \u0643\u064a\u0641\u064a\u0629 \u0625\u0636\u0627\u0641\u0629 \u0648\u0643\u064a\u0644 \u0625\u0644\u0649 Snscrape<\/a><\/li>\n\n\n\n
- \u0644\u0645\u0627\u0630\u0627 \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0648\u0643\u0633\u064a \u0645\u0639 Snscrape<\/a><\/li>\n\n\n\n
- \u0645\u0631\u062a\u0628\u0637 \u0628 Snscrape<\/a><\/li>\n\n\n\n
- \u0647\u0644 Snscrape \u0642\u0627\u0646\u0648\u0646\u064a\u061f <\/a><\/li>\n\n\n\n
- \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644\u0629 \u0639\u0644\u0649 Snscrape<\/a><\/li>\n\n\n\n
- \u0643\u0644\u0645\u0627\u062a \u062e\u062a\u0627\u0645\u064a\u0629<\/a><\/li>\n<\/ol>\n\n\n\n<\/div>\n\n\n\n
1. \u0645\u0627 \u0647\u0648 \u0633\u0646\u0643\u0631\u0627\u0628\u061f<\/h2>\n\n\n\n![\"\u0633\u0646\u0633\u0643\u0631\u0627\u0628\"](\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/snscrape-1024x430.png\")
<\/a>\u0644\u0642\u0637\u0629 \u0634\u0627\u0634\u0629 \u0639\u0628\u0631 \u062c\u064a\u062b\u0628<\/a><\/figcaption><\/figure><\/div>\n\n\nSnscrape \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062a\u062a\u064a\u062d \u0644\u0643 \u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0645\u062b\u0644 X (\u062a\u0648\u064a\u062a\u0631) \u0648\u0641\u064a\u0633\u0628\u0648\u0643 \u0648\u0625\u0646\u0633\u062a\u063a\u0631\u0627\u0645. <\/p>\n\n\n\n
\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0644\u0627 \u064a\u062a\u0637\u0644\u0628 snscrape \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646 \u0642\u0628\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0642\u062f \u0644\u0627 \u064a\u0645\u0644\u0643\u0648\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/p>\n\n\n\n
\u0641\u0648\u0627\u0626\u062f \u0633\u0646\u0643\u0631\u0627\u0628<\/h3>\n\n\n\n
\u064a\u0623\u062a\u064a Snscrape \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062c\u062f\u064a\u0631\u0629 \u0628\u0627\u0644\u0630\u0643\u0631:<\/strong><\/p>\n\n\n\n\n- \u0644\u0627 \u064a\u0644\u0632\u0645 \u0648\u062c\u0648\u062f \u0645\u0641\u062a\u0627\u062d API<\/strong>: \u0647\u0630\u0647 \u0645\u064a\u0632\u0629 \u0643\u0628\u064a\u0631\u0629. \u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0638\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0647\u0648 \u0645\u0627 \u0642\u062f \u064a\u0645\u062b\u0644 \u0645\u0634\u0643\u0644\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0647\u0630\u0627 \u0647\u0648 \u0623\u062d\u062f \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0646\u0627\u0633 \u064a\u0641\u0636\u0644\u0648\u0646 Snscrape.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0631\u0648\u0646\u0629<\/strong>: \u064a\u0645\u0643\u0646\u0643 \u062a\u062e\u0635\u064a\u0635 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0644\u062a\u0643\u0648\u0646 \u0648\u0627\u0633\u0639\u0629 \u0623\u0648 \u0645\u062d\u062f\u062f\u0629 \u062d\u0633\u0628 \u062d\u0627\u062c\u062a\u0643. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0628\u062d\u062b \u0627\u0644\u0630\u064a \u064a\u062a\u0637\u0644\u0628 \u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0642\u064a\u0642\u0629.<\/li>\n\n\n\n
- \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/strong>: \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0646 \u0647\u0645 \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0644\u063a\u0629 Python\u060c \u0641\u0625\u0646 snscrape \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0623\u0648\u0627\u0645\u0631\u0647 \u0648\u0628\u0646\u064a\u062a\u0647 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u062f\u0645\u062c\u0647 \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ol>\n\n\n\n<\/div>\n\n\n\n
2. \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 Snscrape\u061f<\/h2>\n\n\n\n
\u064a\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0628\u0633\u064a\u0637\u064b\u0627 \u0646\u0633\u0628\u064a\u064b\u0627\u060c \u062e\u0627\u0635\u0629\u064b \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a \u0644\u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n\n\n\n
\u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0643\u0634\u0637 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0628\u062d\u062b\u064b\u0627 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062c\u0645\u0647\u0648\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0623\u0648 \u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0623\u0648 \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0639\u064a\u0646\u064a\u0646.<\/p>\n\n\n\n
\u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644\u0627\u064b \u0628\u0633\u064a\u0637\u0627\u064b: <\/p>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a<\/a> \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c #technology\u060c \u064a\u0645\u0643\u0646\u0643 \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0647\u0630\u0627 \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c \u062b\u0645 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/p>\n\n\n\n\u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 Snscrape<\/p>\n\n\n\n
\n- \u0633\u0646\u0633\u0643\u0631\u0627\u0628 <\/strong>\u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 Snscrape \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062c\u0645\u0639 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 X (\u062a\u0648\u064a\u062a\u0631).<\/li>\n\n\n\n
- \u0648\u0643\u064a\u0644:<\/strong> \u064a\u062e\u0641\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062c\u0646\u0628 \u0627\u0644\u062d\u0638\u0631 \u0639\u0646\u062f \u0627\u0644\u0643\u0634\u0637.<\/li>\n\n\n\n
- \u0627\u0644\u0648\u064a\u0628: <\/strong>\u064a\u0642\u0648\u0645 Snscrape \u0628\u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: <\/strong>\u062b\u0645 \u064a\u062d\u0648\u0644 \u062a\u0644\u0643 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0646\u0638\u064a\u0641 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 - \u0645\u062b\u0644 JSON \u0623\u0648 CSV - \u0644\u062a\u0633\u062a\u062e\u062f\u0645\u0647.<\/li>\n<\/ul>\n\n\n\n
![\"\u0643\u064a\u0641](\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/snscrape_works-1.png\")
<\/a><\/figure>\n\n\n\n<\/div>\n\n\n\n3. \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0646\u0643\u0631\u0627\u0628<\/h2>\n\n\n\n
\u0644\u0644\u0628\u062f\u0621\u060c \u0633\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0623\u0633\u0627\u0633\u064a \u064a\u062a\u0636\u0645\u0646 Python \u0645\u062b\u0628\u062a\u064b\u0627 \u0639\u0644\u0649 \u062d\u0627\u0633\u0648\u0628\u0643. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062b\u0628\u064a\u062a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 pip\u060c \u0645\u062b\u0628\u062a \u062d\u0632\u0645 Python. \u0628\u0645\u062c\u0631\u062f \u0627\u0644\u062a\u062b\u0628\u064a\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627.<\/p>\n\n\n\n
\u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0628\u0633\u064a\u0637 \u0644\u0628\u062f\u0621 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0641\u0639\u0651\u0627\u0644\u0629.<\/p>\n\n\n\n
a. \u0627\u0644\u062a\u0631\u0643\u064a\u0628<\/h3>\n\n\n\n
\u0623\u0648\u0644\u0627\u064b\u060c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062b\u0628\u064a\u062a snscrape. \u0627\u0641\u062a\u062d \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0643\u062a\u0628 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n\n\n\n
\u0643\u0648\u062f bashCopy<\/p>\n\n\n\n
\u062a\u062b\u0628\u064a\u062a \u0628\u0631\u0646\u0627\u0645\u062c snscrape<\/code><\/p>\n\n\n\n\u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062f\u064a\u0631 \u062d\u0632\u0645 Python\u060c pip\u060c \u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0645\u0643\u0634\u0637\u0629 \u0648\u062a\u062b\u0628\u064a\u062a\u0647\u0627.<\/p>\n\n\n\n
b. \u0627\u0643\u062a\u0628 \u0646\u0635\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627<\/h3>\n\n\n\n
\u0628\u0645\u062c\u0631\u062f \u062a\u062b\u0628\u064a\u062a\u0647\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c Python \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646\u0643 \u062a\u0631\u064a\u062f \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c \u0645\u0639\u064a\u0646. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0623\u0633\u0627\u0633\u064a:<\/p>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f snscrape.modules.twitter \u0628\u0627\u0633\u0645 sntwitter # \u062d\u062f\u062f \u0639\u062f\u062f \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u062f \u0643\u0634\u0637\u0647\u0627 max_tweets = 100 # \u0627\u0633\u062a\u062e\u062f\u0627\u0645 TwitterSearchScraper \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0644 i\u060c \u062a\u063a\u0631\u064a\u062f\u0629 \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchScraper('#technology).get_items()): \u0625\u0630\u0627 i > max_tweets: \u0641\u0627\u0635\u0644 \u0637\u0628\u0627\u0639\u0629 (tweet.content)<\/code><\/p>\n\n\n\n\u0633\u064a\u0642\u0648\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0628\u062c\u0645\u0639 \u0622\u062e\u0631 100 \u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c #technology.<\/p>\n\n\n\n
c. \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/h3>\n\n\n\n
\u0627\u062d\u0641\u0638 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0643\u0640 .py<\/code> \u0648\u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python. \u0633\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u060c \u0648\u0645\u0646 \u0627\u0644\u0645\u0641\u062a\u0631\u0636 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0641\u064a \u0631\u0624\u064a\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0637\u0628\u0648\u0639\u0629 \u0641\u064a \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629.<\/p>\n\n\n\nd. \u0643\u064a\u0641\u064a\u0629 \u062a\u062e\u0635\u064a\u0635 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0643<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u062d\u062b \u0628\u0633\u0647\u0648\u0644\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0639\u064a\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0641\u064a TwitterSearchScraper<\/code> \u0627\u0644\u0637\u0631\u064a\u0642\u0629:<\/p>\n\n\n\nsntwitter.TwitterSearchScraper('from:username')<\/code><\/p>\n\n\n\n\u0627\u0633\u062a\u0628\u062f\u0644 \u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/code> \u0628\u0645\u064f\u0639\u0631\u0650\u0651\u0641 \u062a\u0648\u064a\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u062a\u063a\u0631\u064a\u062f\u0627\u062a\u0647.<\/p>\n\n\n\ne. \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u0648\u0645 \u0628\u0643\u0634\u0637\u0647\u0627 \u0628\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062d\u0641\u0638 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0641\u064a \u0645\u0644\u0641 CSV \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644. \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0643\u0634\u0637\u0647\u0627 \u0641\u064a \u0645\u0644\u0641:<\/p>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0645\u0644\u0641 csv # ... [\u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0633\u0627\u0628\u0642] # \u0627\u0641\u062a\u062d\/\u0623\u0646\u0634\u0626 \u0645\u0644\u0641\u064b\u0627 \u0644\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0640 csvFile = \u0641\u062a\u062d('scraped_tweets.csv', 'a', newline=''', encoding='utf8') # \u0627\u0633\u062a\u062e\u062f\u0645 \u0643\u0627\u062a\u0628 csv csvWriter = csv.writer(csvFile) csvWriter.writeow(['id', 'date', 'tweet']) \u0644 i, tweet \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchSearchScraper('#technology).get_items()): \u0625\u0630\u0627 \u0643\u0646\u062a i > max_tweets: \u0643\u0633\u0631 csvWriter.writerow([tweet.id, tweet.date, tweet.content]) csvFile.close()<\/code><\/p>\n\n\n\n\u0633\u064a\u062d\u0641\u0638 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0645\u0639\u0631\u0641 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0641\u064a \u0645\u0644\u0641 CSV \u0628\u0627\u0633\u0645 \u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a_\u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a.csv<\/code>.<\/p>\n\n\n\n\n\n\n\u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u062a\u0633\u0642\u0629 \ud83d\udcca\n<\/p>\n
\n\u0647\u0644 \u0633\u0626\u0645\u062a \u0645\u0646 \u0627\u0644\u0631\u062f\u0648\u062f \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0633\u0642\u0629 \u0645\u0646 snscrape\u061f \u064a\u0642\u0644\u0644 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u0633\u0643\u0646\u064a \u0627\u0644\u0646\u0638\u064a\u0641 \u0645\u0646 \u0637\u0644\u0628\u0627\u062a captchas \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u0638\u0648\u0631\u0629.\n<\/p>\n\n\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0643\u0634\u0637\n<\/a>\n<\/div>\n<\/div><\/div>\n\n\n\n<\/div>\n\n\n\n4. \u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0645\u0646 \u062a\u0648\u064a\u062a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape\u061f<\/h2>\n\n\n\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f\u0643 Snscrape \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 X (\u062a\u0648\u064a\u062a\u0631). \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062a\u0641\u0635\u064a\u0644 \u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape:<\/p>\n\n\n\n
a. \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a<\/h3>\n\n\n\n
\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0640 snscrape \u0647\u0648 \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a. \u0648\u0647\u0630\u0627 \u064a\u0634\u0645\u0644:<\/p>\n\n\n\n
\n- \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/strong>: \u0627\u0644\u0646\u0635 \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/strong>: \u0645\u0639\u0631\u0651\u0641 \u0641\u0631\u064a\u062f \u0644\u0643\u0644 \u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a<\/strong>: \u0639\u0646\u062f\u0645\u0627 \u062a\u0645 \u0646\u0634\u0631 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/li>\n\n\n\n
- \u0639\u0646\u0627\u0648\u064a\u0646 URL<\/strong>: \u0623\u064a \u0631\u0648\u0627\u0628\u0637 \u0645\u0636\u0645\u0646\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
b. \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/h3>\n\n\n\n
\u064a\u0633\u0645\u062d \u0644\u0643 Snscrape \u0628\u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a \u062a\u0648\u064a\u062a\u0631\u060c \u0645\u062b\u0644:<\/p>\n\n\n\n
\n- \u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u0645\u064f\u0639\u0631\u0651\u0641 \u062a\u0648\u064a\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u0645\u0639\u0631\u0651\u0641 \u0641\u0631\u064a\u062f \u0644\u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0648\u0635\u0641 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0634\u062e\u0635\u064a<\/strong>: \u0627\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0623\u0648 \u0648\u0635\u0641 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0634\u062e\u0635\u064a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0645\u0648\u0642\u0639<\/strong>: \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0630\u064a \u0642\u062f\u0645\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0645\u0644\u0641\u0647 \u0627\u0644\u0634\u062e\u0635\u064a (\u0625\u0646 \u0648\u062c\u062f).<\/li>\n<\/ul>\n\n\n\n
c. \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629<\/h3>\n\n\n\n
\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 snscrape \u0644\u0627 \u064a\u062c\u0644\u0628 \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u062b\u0644 \u0627\u0644\u0625\u0639\u062c\u0627\u0628\u0627\u062a \u0623\u0648 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0628\u0625\u0645\u0643\u0627\u0646\u0643 \u062c\u0645\u0639\u0647\u0627:<\/p>\n\n\n\n
\n- \u0639\u062f\u062f \u0645\u0631\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f<\/strong>: \u0639\u062f\u062f \u0645\u0631\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u062a\u063a\u0631\u064a\u062f \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 (\u0644\u0628\u0639\u0636 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a).<\/li>\n\n\n\n
- \u0639\u062f\u062f \u0627\u0644\u0631\u062f\u0648\u062f<\/strong>: \u0639\u062f\u062f \u0627\u0644\u0631\u062f\u0648\u062f \u0639\u0644\u0649 \u062a\u063a\u0631\u064a\u062f\u0629 (\u0644\u0628\u0639\u0636 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a).<\/li>\n<\/ul>\n\n\n\n
d. \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a<\/h3>\n\n\n\n
\u064a\u0633\u062a\u0637\u064a\u0639 Snscrape \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0639\u0646\u0627\u0635\u0631 \u0645\u062d\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/p>\n\n\n\n
\n- \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a<\/strong>: \u0623\u064a \u0647\u0627\u0634\u062a\u0627\u063a\u0627\u062a \u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a<\/strong>: \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062d\u0633\u0627\u0628\u0627\u062a X (\u062a\u0648\u064a\u062a\u0631) \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
e. \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a<\/h3>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0637\u060c \u064a\u0645\u0643\u0646 \u0644\u0640 snscrape \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f\u0647\u0627:<\/p>\n\n\n\n
\n- \u0639\u0646\u0627\u0648\u064a\u0646 URL \u0644\u0644\u0648\u0633\u0627\u0626\u0637<\/strong>: \u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u0631\u0641\u0642\u0629 \u0628\u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
f. \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h3>\n\n\n\n
\u0625\u0646 Snscrape \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649:<\/p>\n\n\n\n
\n- \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629<\/strong>: \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0623\u0648 \u0639\u0628\u0627\u0631\u0627\u062a \u0645\u062d\u062f\u062f\u0629.<\/li>\n\n\n\n
- \u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e<\/strong>: \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 \u0632\u0645\u0646\u064a \u0645\u062d\u062f\u062f.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a<\/strong>: \u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0646 \u0645\u0648\u0642\u0639 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u062d\u062f\u062f (\u0641\u064a \u062d\u0627\u0644\u0629 \u062a\u0648\u0641\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a).<\/li>\n<\/ul>\n\n\n\n
\u0633\u062a\u062a\u0636\u0645\u0646 \u0643\u0644 \u062a\u063a\u0631\u064a\u062f\u0629 \u062d\u0642\u0648\u0644\u0627\u064b \u0645\u062b\u0644<\/strong><\/p>\n\n\n\n\n- `id`: Unique tweet ID<\/li>\n\n\n\n
- `date`: When the tweet was posted<\/li>\n\n\n\n
- `content`: Full tweet text<\/li>\n\n\n\n
- `user.username`: Who posted it<\/li>\n\n\n\n
- `retweetCount`, `likeCount`, etc.<\/li>\n<\/ul>\n\n\n\n
g. \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u064a\u0637 \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646\u0643 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c:<\/p>\n\n\n\n
\n- \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062d\u0648\u0627\u0631\u064a\u0629<\/strong>: \u0627\u0644\u0631\u062f\u0648\u062f \u0648\u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0642\u062a\u0628\u0633\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<\/div>\n\n\n\n
5. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape: \u0645\u0646 \u0627\u0644\u0628\u0633\u064a\u0637 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h2>\n\n\n\n
\u0633\u0646\u0643\u0631\u0627\u0628<\/strong> \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0627\u0633 \u0644\u0647\u0627 - \u0645\u0646 \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u064a\u0648\u0645\u064a \u0625\u0644\u0649 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u064b\u0627.<\/p>\n\n\n\na. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape \u0627\u0644\u064a\u0648\u0645\u064a\u0629<\/h3>\n\n\n\n
\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u0641\u064a\u062f \u0628\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0646 snscrape \u0644\u0644\u0645\u0647\u0627\u0645 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629:<\/p>\n\n\n\n
\n- \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642<\/strong>: \u0643\u0634\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0623\u0648 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0623\u0648 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062d\u062f\u064a\u062b \u0627\u0644\u0646\u0627\u0633 \u0639\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a<\/strong>: \u062c\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062e\u0637\u0627\u0628 \u0627\u0644\u0633\u064a\u0627\u0633\u064a \u0623\u0648 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0623\u0648 \u0627\u0644\u0631\u0623\u064a \u0627\u0644\u0639\u0627\u0645.<\/li>\n<\/ul>\n\n\n\n
\u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0636\u062e\u0645 - \u0641\u0642\u0637 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u062d\u062b \u0648\u0627\u0636\u062d.<\/p>\n\n\n\n
b. \u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Cronjobs<\/h3>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 - \u064a\u0648\u0645\u064a\u064b\u0627 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0623\u0633\u0628\u0648\u0639\u064a\u064b\u0627 - \u064a\u0645\u0643\u0646\u0643 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 cronjobs (\u0644\u064a\u0646\u0643\u0633\/\u0645\u0627\u0643 \u0623\u0648\u0633) \u0623\u0648 \u062c\u062f\u0648\u0644\u0629 \u0645\u0647\u0627\u0645 \u0648\u064a\u0646\u062f\u0648\u0632.<\/p>\n\n\n\n
\u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0644\u0628\u0646\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0639\u0631.<\/p>\n\n\n\n
<\/a><\/figure>\n\n\n\n\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a<\/h2>\n\n\n\n\n- \u0645\u0627 \u0647\u0648 \u0633\u0646\u0643\u0631\u0627\u0628\u061f<\/a><\/li>\n\n\n\n
- \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 Snscrape\u061f<\/a><\/li>\n\n\n\n
- \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0646\u0643\u0631\u0627\u0628<\/a><\/li>\n\n\n\n
- \u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0645\u0646 \u062a\u0648\u064a\u062a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape\u061f<\/a><\/li>\n\n\n\n
- \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape<\/a><\/li>\n\n\n\n
- \u0643\u064a\u0641\u064a\u0629 \u0625\u0636\u0627\u0641\u0629 \u0648\u0643\u064a\u0644 \u0625\u0644\u0649 Snscrape<\/a><\/li>\n\n\n\n
- \u0644\u0645\u0627\u0630\u0627 \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0648\u0643\u0633\u064a \u0645\u0639 Snscrape<\/a><\/li>\n\n\n\n
- \u0645\u0631\u062a\u0628\u0637 \u0628 Snscrape<\/a><\/li>\n\n\n\n
- \u0647\u0644 Snscrape \u0642\u0627\u0646\u0648\u0646\u064a\u061f <\/a><\/li>\n\n\n\n
- \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644\u0629 \u0639\u0644\u0649 Snscrape<\/a><\/li>\n\n\n\n
- \u0643\u0644\u0645\u0627\u062a \u062e\u062a\u0627\u0645\u064a\u0629<\/a><\/li>\n<\/ol>\n\n\n\n<\/div>\n\n\n\n
1. \u0645\u0627 \u0647\u0648 \u0633\u0646\u0643\u0631\u0627\u0628\u061f<\/h2>\n\n\n\n<\/a>\u0644\u0642\u0637\u0629 \u0634\u0627\u0634\u0629 \u0639\u0628\u0631 \u062c\u064a\u062b\u0628<\/a><\/figcaption><\/figure><\/div>\n\n\nSnscrape \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062a\u062a\u064a\u062d \u0644\u0643 \u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0645\u062b\u0644 X (\u062a\u0648\u064a\u062a\u0631) \u0648\u0641\u064a\u0633\u0628\u0648\u0643 \u0648\u0625\u0646\u0633\u062a\u063a\u0631\u0627\u0645. <\/p>\n\n\n\n
\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0644\u0627 \u064a\u062a\u0637\u0644\u0628 snscrape \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646 \u0642\u0628\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0642\u062f \u0644\u0627 \u064a\u0645\u0644\u0643\u0648\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/p>\n\n\n\n
\u0641\u0648\u0627\u0626\u062f \u0633\u0646\u0643\u0631\u0627\u0628<\/h3>\n\n\n\n
\u064a\u0623\u062a\u064a Snscrape \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062c\u062f\u064a\u0631\u0629 \u0628\u0627\u0644\u0630\u0643\u0631:<\/strong><\/p>\n\n\n\n\n- \u0644\u0627 \u064a\u0644\u0632\u0645 \u0648\u062c\u0648\u062f \u0645\u0641\u062a\u0627\u062d API<\/strong>: \u0647\u0630\u0647 \u0645\u064a\u0632\u0629 \u0643\u0628\u064a\u0631\u0629. \u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0638\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0647\u0648 \u0645\u0627 \u0642\u062f \u064a\u0645\u062b\u0644 \u0645\u0634\u0643\u0644\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0647\u0630\u0627 \u0647\u0648 \u0623\u062d\u062f \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0646\u0627\u0633 \u064a\u0641\u0636\u0644\u0648\u0646 Snscrape.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0631\u0648\u0646\u0629<\/strong>: \u064a\u0645\u0643\u0646\u0643 \u062a\u062e\u0635\u064a\u0635 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0644\u062a\u0643\u0648\u0646 \u0648\u0627\u0633\u0639\u0629 \u0623\u0648 \u0645\u062d\u062f\u062f\u0629 \u062d\u0633\u0628 \u062d\u0627\u062c\u062a\u0643. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0628\u062d\u062b \u0627\u0644\u0630\u064a \u064a\u062a\u0637\u0644\u0628 \u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0642\u064a\u0642\u0629.<\/li>\n\n\n\n
- \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/strong>: \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0646 \u0647\u0645 \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0644\u063a\u0629 Python\u060c \u0641\u0625\u0646 snscrape \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0623\u0648\u0627\u0645\u0631\u0647 \u0648\u0628\u0646\u064a\u062a\u0647 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u062f\u0645\u062c\u0647 \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ol>\n\n\n\n<\/div>\n\n\n\n
2. \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 Snscrape\u061f<\/h2>\n\n\n\n
\u064a\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0628\u0633\u064a\u0637\u064b\u0627 \u0646\u0633\u0628\u064a\u064b\u0627\u060c \u062e\u0627\u0635\u0629\u064b \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a \u0644\u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n\n\n\n
\u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0643\u0634\u0637 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0628\u062d\u062b\u064b\u0627 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062c\u0645\u0647\u0648\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0623\u0648 \u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0623\u0648 \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0639\u064a\u0646\u064a\u0646.<\/p>\n\n\n\n
\u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644\u0627\u064b \u0628\u0633\u064a\u0637\u0627\u064b: <\/p>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a<\/a> \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c #technology\u060c \u064a\u0645\u0643\u0646\u0643 \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0647\u0630\u0627 \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c \u062b\u0645 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/p>\n\n\n\n\u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 Snscrape<\/p>\n\n\n\n
\n- \u0633\u0646\u0633\u0643\u0631\u0627\u0628 <\/strong>\u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 Snscrape \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062c\u0645\u0639 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 X (\u062a\u0648\u064a\u062a\u0631).<\/li>\n\n\n\n
- \u0648\u0643\u064a\u0644:<\/strong> \u064a\u062e\u0641\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062c\u0646\u0628 \u0627\u0644\u062d\u0638\u0631 \u0639\u0646\u062f \u0627\u0644\u0643\u0634\u0637.<\/li>\n\n\n\n
- \u0627\u0644\u0648\u064a\u0628: <\/strong>\u064a\u0642\u0648\u0645 Snscrape \u0628\u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: <\/strong>\u062b\u0645 \u064a\u062d\u0648\u0644 \u062a\u0644\u0643 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0646\u0638\u064a\u0641 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 - \u0645\u062b\u0644 JSON \u0623\u0648 CSV - \u0644\u062a\u0633\u062a\u062e\u062f\u0645\u0647.<\/li>\n<\/ul>\n\n\n\n<\/a><\/figure>\n\n\n\n<\/div>\n\n\n\n
3. \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0646\u0643\u0631\u0627\u0628<\/h2>\n\n\n\n
\u0644\u0644\u0628\u062f\u0621\u060c \u0633\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0623\u0633\u0627\u0633\u064a \u064a\u062a\u0636\u0645\u0646 Python \u0645\u062b\u0628\u062a\u064b\u0627 \u0639\u0644\u0649 \u062d\u0627\u0633\u0648\u0628\u0643. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062b\u0628\u064a\u062a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 pip\u060c \u0645\u062b\u0628\u062a \u062d\u0632\u0645 Python. \u0628\u0645\u062c\u0631\u062f \u0627\u0644\u062a\u062b\u0628\u064a\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627.<\/p>\n\n\n\n
\u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0628\u0633\u064a\u0637 \u0644\u0628\u062f\u0621 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0641\u0639\u0651\u0627\u0644\u0629.<\/p>\n\n\n\n
a. \u0627\u0644\u062a\u0631\u0643\u064a\u0628<\/h3>\n\n\n\n
\u0623\u0648\u0644\u0627\u064b\u060c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062b\u0628\u064a\u062a snscrape. \u0627\u0641\u062a\u062d \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0643\u062a\u0628 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n\n\n\n
\u0643\u0648\u062f bashCopy<\/p>\n\n\n\n
\u062a\u062b\u0628\u064a\u062a \u0628\u0631\u0646\u0627\u0645\u062c snscrape<\/code><\/p>\n\n\n\n\u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062f\u064a\u0631 \u062d\u0632\u0645 Python\u060c pip\u060c \u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0645\u0643\u0634\u0637\u0629 \u0648\u062a\u062b\u0628\u064a\u062a\u0647\u0627.<\/p>\n\n\n\n
b. \u0627\u0643\u062a\u0628 \u0646\u0635\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627<\/h3>\n\n\n\n
\u0628\u0645\u062c\u0631\u062f \u062a\u062b\u0628\u064a\u062a\u0647\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c Python \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646\u0643 \u062a\u0631\u064a\u062f \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c \u0645\u0639\u064a\u0646. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0623\u0633\u0627\u0633\u064a:<\/p>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f snscrape.modules.twitter \u0628\u0627\u0633\u0645 sntwitter # \u062d\u062f\u062f \u0639\u062f\u062f \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u062f \u0643\u0634\u0637\u0647\u0627 max_tweets = 100 # \u0627\u0633\u062a\u062e\u062f\u0627\u0645 TwitterSearchScraper \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0644 i\u060c \u062a\u063a\u0631\u064a\u062f\u0629 \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchScraper('#technology).get_items()): \u0625\u0630\u0627 i > max_tweets: \u0641\u0627\u0635\u0644 \u0637\u0628\u0627\u0639\u0629 (tweet.content)<\/code><\/p>\n\n\n\n\u0633\u064a\u0642\u0648\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0628\u062c\u0645\u0639 \u0622\u062e\u0631 100 \u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c #technology.<\/p>\n\n\n\n
c. \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/h3>\n\n\n\n
\u0627\u062d\u0641\u0638 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0643\u0640 .py<\/code> \u0648\u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python. \u0633\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u060c \u0648\u0645\u0646 \u0627\u0644\u0645\u0641\u062a\u0631\u0636 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0641\u064a \u0631\u0624\u064a\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0637\u0628\u0648\u0639\u0629 \u0641\u064a \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629.<\/p>\n\n\n\nd. \u0643\u064a\u0641\u064a\u0629 \u062a\u062e\u0635\u064a\u0635 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0643<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u062d\u062b \u0628\u0633\u0647\u0648\u0644\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0639\u064a\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0641\u064a TwitterSearchScraper<\/code> \u0627\u0644\u0637\u0631\u064a\u0642\u0629:<\/p>\n\n\n\nsntwitter.TwitterSearchScraper('from:username')<\/code><\/p>\n\n\n\n\u0627\u0633\u062a\u0628\u062f\u0644 \u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/code> \u0628\u0645\u064f\u0639\u0631\u0650\u0651\u0641 \u062a\u0648\u064a\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u062a\u063a\u0631\u064a\u062f\u0627\u062a\u0647.<\/p>\n\n\n\ne. \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u0648\u0645 \u0628\u0643\u0634\u0637\u0647\u0627 \u0628\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062d\u0641\u0638 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0641\u064a \u0645\u0644\u0641 CSV \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644. \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0643\u0634\u0637\u0647\u0627 \u0641\u064a \u0645\u0644\u0641:<\/p>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0645\u0644\u0641 csv # ... [\u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0633\u0627\u0628\u0642] # \u0627\u0641\u062a\u062d\/\u0623\u0646\u0634\u0626 \u0645\u0644\u0641\u064b\u0627 \u0644\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0640 csvFile = \u0641\u062a\u062d('scraped_tweets.csv', 'a', newline=''', encoding='utf8') # \u0627\u0633\u062a\u062e\u062f\u0645 \u0643\u0627\u062a\u0628 csv csvWriter = csv.writer(csvFile) csvWriter.writeow(['id', 'date', 'tweet']) \u0644 i, tweet \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchSearchScraper('#technology).get_items()): \u0625\u0630\u0627 \u0643\u0646\u062a i > max_tweets: \u0643\u0633\u0631 csvWriter.writerow([tweet.id, tweet.date, tweet.content]) csvFile.close()<\/code><\/p>\n\n\n\n\u0633\u064a\u062d\u0641\u0638 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0645\u0639\u0631\u0641 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0641\u064a \u0645\u0644\u0641 CSV \u0628\u0627\u0633\u0645 \u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a_\u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a.csv<\/code>.<\/p>\n\n\n\n\n\n\n\u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u062a\u0633\u0642\u0629 \ud83d\udcca\n<\/p>\n
\n\u0647\u0644 \u0633\u0626\u0645\u062a \u0645\u0646 \u0627\u0644\u0631\u062f\u0648\u062f \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0633\u0642\u0629 \u0645\u0646 snscrape\u061f \u064a\u0642\u0644\u0644 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u0633\u0643\u0646\u064a \u0627\u0644\u0646\u0638\u064a\u0641 \u0645\u0646 \u0637\u0644\u0628\u0627\u062a captchas \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u0638\u0648\u0631\u0629.\n<\/p>\n\n\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0643\u0634\u0637\n<\/a>\n<\/div>\n<\/div><\/div>\n\n\n\n<\/div>\n\n\n\n4. \u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0645\u0646 \u062a\u0648\u064a\u062a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape\u061f<\/h2>\n\n\n\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f\u0643 Snscrape \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 X (\u062a\u0648\u064a\u062a\u0631). \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062a\u0641\u0635\u064a\u0644 \u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape:<\/p>\n\n\n\n
a. \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a<\/h3>\n\n\n\n
\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0640 snscrape \u0647\u0648 \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a. \u0648\u0647\u0630\u0627 \u064a\u0634\u0645\u0644:<\/p>\n\n\n\n
\n- \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/strong>: \u0627\u0644\u0646\u0635 \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/strong>: \u0645\u0639\u0631\u0651\u0641 \u0641\u0631\u064a\u062f \u0644\u0643\u0644 \u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a<\/strong>: \u0639\u0646\u062f\u0645\u0627 \u062a\u0645 \u0646\u0634\u0631 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/li>\n\n\n\n
- \u0639\u0646\u0627\u0648\u064a\u0646 URL<\/strong>: \u0623\u064a \u0631\u0648\u0627\u0628\u0637 \u0645\u0636\u0645\u0646\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
b. \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/h3>\n\n\n\n
\u064a\u0633\u0645\u062d \u0644\u0643 Snscrape \u0628\u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a \u062a\u0648\u064a\u062a\u0631\u060c \u0645\u062b\u0644:<\/p>\n\n\n\n
\n- \u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u0645\u064f\u0639\u0631\u0651\u0641 \u062a\u0648\u064a\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u0645\u0639\u0631\u0651\u0641 \u0641\u0631\u064a\u062f \u0644\u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0648\u0635\u0641 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0634\u062e\u0635\u064a<\/strong>: \u0627\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0623\u0648 \u0648\u0635\u0641 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0634\u062e\u0635\u064a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0645\u0648\u0642\u0639<\/strong>: \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0630\u064a \u0642\u062f\u0645\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0645\u0644\u0641\u0647 \u0627\u0644\u0634\u062e\u0635\u064a (\u0625\u0646 \u0648\u062c\u062f).<\/li>\n<\/ul>\n\n\n\n
c. \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629<\/h3>\n\n\n\n
\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 snscrape \u0644\u0627 \u064a\u062c\u0644\u0628 \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u062b\u0644 \u0627\u0644\u0625\u0639\u062c\u0627\u0628\u0627\u062a \u0623\u0648 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0628\u0625\u0645\u0643\u0627\u0646\u0643 \u062c\u0645\u0639\u0647\u0627:<\/p>\n\n\n\n
\n- \u0639\u062f\u062f \u0645\u0631\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f<\/strong>: \u0639\u062f\u062f \u0645\u0631\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u062a\u063a\u0631\u064a\u062f \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 (\u0644\u0628\u0639\u0636 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a).<\/li>\n\n\n\n
- \u0639\u062f\u062f \u0627\u0644\u0631\u062f\u0648\u062f<\/strong>: \u0639\u062f\u062f \u0627\u0644\u0631\u062f\u0648\u062f \u0639\u0644\u0649 \u062a\u063a\u0631\u064a\u062f\u0629 (\u0644\u0628\u0639\u0636 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a).<\/li>\n<\/ul>\n\n\n\n
d. \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a<\/h3>\n\n\n\n
\u064a\u0633\u062a\u0637\u064a\u0639 Snscrape \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0639\u0646\u0627\u0635\u0631 \u0645\u062d\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/p>\n\n\n\n
\n- \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a<\/strong>: \u0623\u064a \u0647\u0627\u0634\u062a\u0627\u063a\u0627\u062a \u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a<\/strong>: \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062d\u0633\u0627\u0628\u0627\u062a X (\u062a\u0648\u064a\u062a\u0631) \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
e. \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a<\/h3>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0637\u060c \u064a\u0645\u0643\u0646 \u0644\u0640 snscrape \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f\u0647\u0627:<\/p>\n\n\n\n
\n- \u0639\u0646\u0627\u0648\u064a\u0646 URL \u0644\u0644\u0648\u0633\u0627\u0626\u0637<\/strong>: \u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u0631\u0641\u0642\u0629 \u0628\u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
f. \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h3>\n\n\n\n
\u0625\u0646 Snscrape \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649:<\/p>\n\n\n\n
\n- \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629<\/strong>: \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0623\u0648 \u0639\u0628\u0627\u0631\u0627\u062a \u0645\u062d\u062f\u062f\u0629.<\/li>\n\n\n\n
- \u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e<\/strong>: \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 \u0632\u0645\u0646\u064a \u0645\u062d\u062f\u062f.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a<\/strong>: \u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0646 \u0645\u0648\u0642\u0639 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u062d\u062f\u062f (\u0641\u064a \u062d\u0627\u0644\u0629 \u062a\u0648\u0641\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a).<\/li>\n<\/ul>\n\n\n\n
\u0633\u062a\u062a\u0636\u0645\u0646 \u0643\u0644 \u062a\u063a\u0631\u064a\u062f\u0629 \u062d\u0642\u0648\u0644\u0627\u064b \u0645\u062b\u0644<\/strong><\/p>\n\n\n\n\n- `id`: Unique tweet ID<\/li>\n\n\n\n
- `date`: When the tweet was posted<\/li>\n\n\n\n
- `content`: Full tweet text<\/li>\n\n\n\n
- `user.username`: Who posted it<\/li>\n\n\n\n
- `retweetCount`, `likeCount`, etc.<\/li>\n<\/ul>\n\n\n\n
g. \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u064a\u0637 \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646\u0643 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c:<\/p>\n\n\n\n
\n- \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062d\u0648\u0627\u0631\u064a\u0629<\/strong>: \u0627\u0644\u0631\u062f\u0648\u062f \u0648\u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0642\u062a\u0628\u0633\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<\/div>\n\n\n\n
5. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape: \u0645\u0646 \u0627\u0644\u0628\u0633\u064a\u0637 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h2>\n\n\n\n
\u0633\u0646\u0643\u0631\u0627\u0628<\/strong> \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0627\u0633 \u0644\u0647\u0627 - \u0645\u0646 \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u064a\u0648\u0645\u064a \u0625\u0644\u0649 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u064b\u0627.<\/p>\n\n\n\na. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape \u0627\u0644\u064a\u0648\u0645\u064a\u0629<\/h3>\n\n\n\n
\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u0641\u064a\u062f \u0628\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0646 snscrape \u0644\u0644\u0645\u0647\u0627\u0645 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629:<\/p>\n\n\n\n
\n- \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642<\/strong>: \u0643\u0634\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0623\u0648 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0623\u0648 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062d\u062f\u064a\u062b \u0627\u0644\u0646\u0627\u0633 \u0639\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a<\/strong>: \u062c\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062e\u0637\u0627\u0628 \u0627\u0644\u0633\u064a\u0627\u0633\u064a \u0623\u0648 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0623\u0648 \u0627\u0644\u0631\u0623\u064a \u0627\u0644\u0639\u0627\u0645.<\/li>\n<\/ul>\n\n\n\n
\u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0636\u062e\u0645 - \u0641\u0642\u0637 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u062d\u062b \u0648\u0627\u0636\u062d.<\/p>\n\n\n\n
b. \u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Cronjobs<\/h3>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 - \u064a\u0648\u0645\u064a\u064b\u0627 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0623\u0633\u0628\u0648\u0639\u064a\u064b\u0627 - \u064a\u0645\u0643\u0646\u0643 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 cronjobs (\u0644\u064a\u0646\u0643\u0633\/\u0645\u0627\u0643 \u0623\u0648\u0633) \u0623\u0648 \u062c\u062f\u0648\u0644\u0629 \u0645\u0647\u0627\u0645 \u0648\u064a\u0646\u062f\u0648\u0632.<\/p>\n\n\n\n
\u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0644\u0628\u0646\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0639\u0631.<\/p>\n\n\n\n
1. \u0645\u0627 \u0647\u0648 \u0633\u0646\u0643\u0631\u0627\u0628\u061f<\/h2>\n\n\n\n<\/a>\u0644\u0642\u0637\u0629 \u0634\u0627\u0634\u0629 \u0639\u0628\u0631 \u062c\u064a\u062b\u0628<\/a><\/figcaption><\/figure><\/div>\n\n\nSnscrape \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062a\u062a\u064a\u062d \u0644\u0643 \u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0645\u062b\u0644 X (\u062a\u0648\u064a\u062a\u0631) \u0648\u0641\u064a\u0633\u0628\u0648\u0643 \u0648\u0625\u0646\u0633\u062a\u063a\u0631\u0627\u0645. <\/p>\n\n\n\n
\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0644\u0627 \u064a\u062a\u0637\u0644\u0628 snscrape \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646 \u0642\u0628\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0642\u062f \u0644\u0627 \u064a\u0645\u0644\u0643\u0648\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/p>\n\n\n\n
\u0641\u0648\u0627\u0626\u062f \u0633\u0646\u0643\u0631\u0627\u0628<\/h3>\n\n\n\n
\u064a\u0623\u062a\u064a Snscrape \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062c\u062f\u064a\u0631\u0629 \u0628\u0627\u0644\u0630\u0643\u0631:<\/strong><\/p>\n\n\n\n\n- \u0644\u0627 \u064a\u0644\u0632\u0645 \u0648\u062c\u0648\u062f \u0645\u0641\u062a\u0627\u062d API<\/strong>: \u0647\u0630\u0647 \u0645\u064a\u0632\u0629 \u0643\u0628\u064a\u0631\u0629. \u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0638\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0647\u0648 \u0645\u0627 \u0642\u062f \u064a\u0645\u062b\u0644 \u0645\u0634\u0643\u0644\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0647\u0630\u0627 \u0647\u0648 \u0623\u062d\u062f \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0646\u0627\u0633 \u064a\u0641\u0636\u0644\u0648\u0646 Snscrape.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0631\u0648\u0646\u0629<\/strong>: \u064a\u0645\u0643\u0646\u0643 \u062a\u062e\u0635\u064a\u0635 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0644\u062a\u0643\u0648\u0646 \u0648\u0627\u0633\u0639\u0629 \u0623\u0648 \u0645\u062d\u062f\u062f\u0629 \u062d\u0633\u0628 \u062d\u0627\u062c\u062a\u0643. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0628\u062d\u062b \u0627\u0644\u0630\u064a \u064a\u062a\u0637\u0644\u0628 \u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0642\u064a\u0642\u0629.<\/li>\n\n\n\n
- \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/strong>: \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0646 \u0647\u0645 \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0644\u063a\u0629 Python\u060c \u0641\u0625\u0646 snscrape \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0623\u0648\u0627\u0645\u0631\u0647 \u0648\u0628\u0646\u064a\u062a\u0647 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u062f\u0645\u062c\u0647 \u0641\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ol>\n\n\n\n<\/div>\n\n\n\n
2. \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 Snscrape\u061f<\/h2>\n\n\n\n
\u064a\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0628\u0633\u064a\u0637\u064b\u0627 \u0646\u0633\u0628\u064a\u064b\u0627\u060c \u062e\u0627\u0635\u0629\u064b \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a \u0644\u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n\n\n\n
\u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0643\u0634\u0637 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0628\u062d\u062b\u064b\u0627 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062c\u0645\u0647\u0648\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0623\u0648 \u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0623\u0648 \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0639\u064a\u0646\u064a\u0646.<\/p>\n\n\n\n
\u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644\u0627\u064b \u0628\u0633\u064a\u0637\u0627\u064b: <\/p>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a<\/a> \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c #technology\u060c \u064a\u0645\u0643\u0646\u0643 \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0647\u0630\u0627 \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c \u062b\u0645 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/p>\n\n\n\n\u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 Snscrape<\/p>\n\n\n\n
\n- \u0633\u0646\u0633\u0643\u0631\u0627\u0628 <\/strong>\u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 Snscrape \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062c\u0645\u0639 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 X (\u062a\u0648\u064a\u062a\u0631).<\/li>\n\n\n\n
- \u0648\u0643\u064a\u0644:<\/strong> \u064a\u062e\u0641\u064a \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062c\u0646\u0628 \u0627\u0644\u062d\u0638\u0631 \u0639\u0646\u062f \u0627\u0644\u0643\u0634\u0637.<\/li>\n\n\n\n
- \u0627\u0644\u0648\u064a\u0628: <\/strong>\u064a\u0642\u0648\u0645 Snscrape \u0628\u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: <\/strong>\u062b\u0645 \u064a\u062d\u0648\u0644 \u062a\u0644\u0643 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0646\u0638\u064a\u0641 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 - \u0645\u062b\u0644 JSON \u0623\u0648 CSV - \u0644\u062a\u0633\u062a\u062e\u062f\u0645\u0647.<\/li>\n<\/ul>\n\n\n\n<\/a><\/figure>\n\n\n\n<\/div>\n\n\n\n
3. \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0646\u0643\u0631\u0627\u0628<\/h2>\n\n\n\n
\u0644\u0644\u0628\u062f\u0621\u060c \u0633\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0623\u0633\u0627\u0633\u064a \u064a\u062a\u0636\u0645\u0646 Python \u0645\u062b\u0628\u062a\u064b\u0627 \u0639\u0644\u0649 \u062d\u0627\u0633\u0648\u0628\u0643. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062b\u0628\u064a\u062a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 pip\u060c \u0645\u062b\u0628\u062a \u062d\u0632\u0645 Python. \u0628\u0645\u062c\u0631\u062f \u0627\u0644\u062a\u062b\u0628\u064a\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627.<\/p>\n\n\n\n
\u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0628\u0633\u064a\u0637 \u0644\u0628\u062f\u0621 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0641\u0639\u0651\u0627\u0644\u0629.<\/p>\n\n\n\n
a. \u0627\u0644\u062a\u0631\u0643\u064a\u0628<\/h3>\n\n\n\n
\u0623\u0648\u0644\u0627\u064b\u060c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062b\u0628\u064a\u062a snscrape. \u0627\u0641\u062a\u062d \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0643\u062a\u0628 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n\n\n\n
\u0643\u0648\u062f bashCopy<\/p>\n\n\n\n
\u062a\u062b\u0628\u064a\u062a \u0628\u0631\u0646\u0627\u0645\u062c snscrape<\/code><\/p>\n\n\n\n\u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062f\u064a\u0631 \u062d\u0632\u0645 Python\u060c pip\u060c \u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0645\u0643\u0634\u0637\u0629 \u0648\u062a\u062b\u0628\u064a\u062a\u0647\u0627.<\/p>\n\n\n\n
b. \u0627\u0643\u062a\u0628 \u0646\u0635\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627<\/h3>\n\n\n\n
\u0628\u0645\u062c\u0631\u062f \u062a\u062b\u0628\u064a\u062a\u0647\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c Python \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646\u0643 \u062a\u0631\u064a\u062f \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c \u0645\u0639\u064a\u0646. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0623\u0633\u0627\u0633\u064a:<\/p>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f snscrape.modules.twitter \u0628\u0627\u0633\u0645 sntwitter # \u062d\u062f\u062f \u0639\u062f\u062f \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u062f \u0643\u0634\u0637\u0647\u0627 max_tweets = 100 # \u0627\u0633\u062a\u062e\u062f\u0627\u0645 TwitterSearchScraper \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0644 i\u060c \u062a\u063a\u0631\u064a\u062f\u0629 \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchScraper('#technology).get_items()): \u0625\u0630\u0627 i > max_tweets: \u0641\u0627\u0635\u0644 \u0637\u0628\u0627\u0639\u0629 (tweet.content)<\/code><\/p>\n\n\n\n\u0633\u064a\u0642\u0648\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0628\u062c\u0645\u0639 \u0622\u062e\u0631 100 \u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c #technology.<\/p>\n\n\n\n
c. \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/h3>\n\n\n\n
\u0627\u062d\u0641\u0638 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0643\u0640 .py<\/code> \u0648\u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python. \u0633\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u060c \u0648\u0645\u0646 \u0627\u0644\u0645\u0641\u062a\u0631\u0636 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0641\u064a \u0631\u0624\u064a\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0637\u0628\u0648\u0639\u0629 \u0641\u064a \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629.<\/p>\n\n\n\nd. \u0643\u064a\u0641\u064a\u0629 \u062a\u062e\u0635\u064a\u0635 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0643<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u062d\u062b \u0628\u0633\u0647\u0648\u0644\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0646 \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0639\u064a\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0641\u064a TwitterSearchScraper<\/code> \u0627\u0644\u0637\u0631\u064a\u0642\u0629:<\/p>\n\n\n\nsntwitter.TwitterSearchScraper('from:username')<\/code><\/p>\n\n\n\n\u0627\u0633\u062a\u0628\u062f\u0644 \u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/code> \u0628\u0645\u064f\u0639\u0631\u0650\u0651\u0641 \u062a\u0648\u064a\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u062a\u063a\u0631\u064a\u062f\u0627\u062a\u0647.<\/p>\n\n\n\ne. \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u0648\u0645 \u0628\u0643\u0634\u0637\u0647\u0627 \u0628\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062d\u0641\u0638 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0641\u064a \u0645\u0644\u0641 CSV \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644. \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0643\u0634\u0637\u0647\u0627 \u0641\u064a \u0645\u0644\u0641:<\/p>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0645\u0644\u0641 csv # ... [\u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0633\u0627\u0628\u0642] # \u0627\u0641\u062a\u062d\/\u0623\u0646\u0634\u0626 \u0645\u0644\u0641\u064b\u0627 \u0644\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0640 csvFile = \u0641\u062a\u062d('scraped_tweets.csv', 'a', newline=''', encoding='utf8') # \u0627\u0633\u062a\u062e\u062f\u0645 \u0643\u0627\u062a\u0628 csv csvWriter = csv.writer(csvFile) csvWriter.writeow(['id', 'date', 'tweet']) \u0644 i, tweet \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchSearchScraper('#technology).get_items()): \u0625\u0630\u0627 \u0643\u0646\u062a i > max_tweets: \u0643\u0633\u0631 csvWriter.writerow([tweet.id, tweet.date, tweet.content]) csvFile.close()<\/code><\/p>\n\n\n\n\u0633\u064a\u062d\u0641\u0638 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0645\u0639\u0631\u0641 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0641\u064a \u0645\u0644\u0641 CSV \u0628\u0627\u0633\u0645 \u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a_\u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a.csv<\/code>.<\/p>\n\n\n\n\n\n\n\u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u062a\u0633\u0642\u0629 \ud83d\udcca\n<\/p>\n
\n\u0647\u0644 \u0633\u0626\u0645\u062a \u0645\u0646 \u0627\u0644\u0631\u062f\u0648\u062f \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0633\u0642\u0629 \u0645\u0646 snscrape\u061f \u064a\u0642\u0644\u0644 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u0633\u0643\u0646\u064a \u0627\u0644\u0646\u0638\u064a\u0641 \u0645\u0646 \u0637\u0644\u0628\u0627\u062a captchas \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u0638\u0648\u0631\u0629.\n<\/p>\n\n\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0643\u0634\u0637\n<\/a>\n<\/div>\n<\/div><\/div>\n\n\n\n<\/div>\n\n\n\n4. \u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0645\u0646 \u062a\u0648\u064a\u062a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape\u061f<\/h2>\n\n\n\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f\u0643 Snscrape \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 X (\u062a\u0648\u064a\u062a\u0631). \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062a\u0641\u0635\u064a\u0644 \u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape:<\/p>\n\n\n\n
a. \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a<\/h3>\n\n\n\n
\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0640 snscrape \u0647\u0648 \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a. \u0648\u0647\u0630\u0627 \u064a\u0634\u0645\u0644:<\/p>\n\n\n\n
\n- \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/strong>: \u0627\u0644\u0646\u0635 \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/strong>: \u0645\u0639\u0631\u0651\u0641 \u0641\u0631\u064a\u062f \u0644\u0643\u0644 \u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a<\/strong>: \u0639\u0646\u062f\u0645\u0627 \u062a\u0645 \u0646\u0634\u0631 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629<\/li>\n\n\n\n
- \u0639\u0646\u0627\u0648\u064a\u0646 URL<\/strong>: \u0623\u064a \u0631\u0648\u0627\u0628\u0637 \u0645\u0636\u0645\u0646\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
b. \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/h3>\n\n\n\n
\u064a\u0633\u0645\u062d \u0644\u0643 Snscrape \u0628\u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a \u062a\u0648\u064a\u062a\u0631\u060c \u0645\u062b\u0644:<\/p>\n\n\n\n
\n- \u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u0645\u064f\u0639\u0631\u0651\u0641 \u062a\u0648\u064a\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u0645\u0639\u0631\u0651\u0641 \u0641\u0631\u064a\u062f \u0644\u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0648\u0635\u0641 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0634\u062e\u0635\u064a<\/strong>: \u0627\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0623\u0648 \u0648\u0635\u0641 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0634\u062e\u0635\u064a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n\n\n\n
- \u0645\u0648\u0642\u0639<\/strong>: \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0630\u064a \u0642\u062f\u0645\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0645\u0644\u0641\u0647 \u0627\u0644\u0634\u062e\u0635\u064a (\u0625\u0646 \u0648\u062c\u062f).<\/li>\n<\/ul>\n\n\n\n
c. \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629<\/h3>\n\n\n\n
\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 snscrape \u0644\u0627 \u064a\u062c\u0644\u0628 \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u062b\u0644 \u0627\u0644\u0625\u0639\u062c\u0627\u0628\u0627\u062a \u0623\u0648 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0628\u0625\u0645\u0643\u0627\u0646\u0643 \u062c\u0645\u0639\u0647\u0627:<\/p>\n\n\n\n
\n- \u0639\u062f\u062f \u0645\u0631\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f<\/strong>: \u0639\u062f\u062f \u0645\u0631\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u062a\u063a\u0631\u064a\u062f \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 (\u0644\u0628\u0639\u0636 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a).<\/li>\n\n\n\n
- \u0639\u062f\u062f \u0627\u0644\u0631\u062f\u0648\u062f<\/strong>: \u0639\u062f\u062f \u0627\u0644\u0631\u062f\u0648\u062f \u0639\u0644\u0649 \u062a\u063a\u0631\u064a\u062f\u0629 (\u0644\u0628\u0639\u0636 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a).<\/li>\n<\/ul>\n\n\n\n
d. \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a<\/h3>\n\n\n\n
\u064a\u0633\u062a\u0637\u064a\u0639 Snscrape \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0639\u0646\u0627\u0635\u0631 \u0645\u062d\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/p>\n\n\n\n
\n- \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a<\/strong>: \u0623\u064a \u0647\u0627\u0634\u062a\u0627\u063a\u0627\u062a \u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n\n\n\n
- \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a<\/strong>: \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062d\u0633\u0627\u0628\u0627\u062a X (\u062a\u0648\u064a\u062a\u0631) \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
e. \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a<\/h3>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0637\u060c \u064a\u0645\u0643\u0646 \u0644\u0640 snscrape \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f\u0647\u0627:<\/p>\n\n\n\n
\n- \u0639\u0646\u0627\u0648\u064a\u0646 URL \u0644\u0644\u0648\u0633\u0627\u0626\u0637<\/strong>: \u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u0631\u0641\u0642\u0629 \u0628\u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n
f. \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h3>\n\n\n\n
\u0625\u0646 Snscrape \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649:<\/p>\n\n\n\n
\n- \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629<\/strong>: \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0623\u0648 \u0639\u0628\u0627\u0631\u0627\u062a \u0645\u062d\u062f\u062f\u0629.<\/li>\n\n\n\n
- \u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e<\/strong>: \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 \u0632\u0645\u0646\u064a \u0645\u062d\u062f\u062f.<\/li>\n\n\n\n
- \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a<\/strong>: \u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0646 \u0645\u0648\u0642\u0639 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u062d\u062f\u062f (\u0641\u064a \u062d\u0627\u0644\u0629 \u062a\u0648\u0641\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a).<\/li>\n<\/ul>\n\n\n\n
\u0633\u062a\u062a\u0636\u0645\u0646 \u0643\u0644 \u062a\u063a\u0631\u064a\u062f\u0629 \u062d\u0642\u0648\u0644\u0627\u064b \u0645\u062b\u0644<\/strong><\/p>\n\n\n\n\n- `id`: Unique tweet ID<\/li>\n\n\n\n
- `date`: When the tweet was posted<\/li>\n\n\n\n
- `content`: Full tweet text<\/li>\n\n\n\n
- `user.username`: Who posted it<\/li>\n\n\n\n
- `retweetCount`, `likeCount`, etc.<\/li>\n<\/ul>\n\n\n\n
g. \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u064a\u0637 \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n\n\n\n
\u064a\u0645\u0643\u0646\u0643 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c:<\/p>\n\n\n\n
\n- \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062d\u0648\u0627\u0631\u064a\u0629<\/strong>: \u0627\u0644\u0631\u062f\u0648\u062f \u0648\u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0642\u062a\u0628\u0633\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<\/div>\n\n\n\n
5. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape: \u0645\u0646 \u0627\u0644\u0628\u0633\u064a\u0637 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h2>\n\n\n\n
\u0633\u0646\u0643\u0631\u0627\u0628<\/strong> \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0627\u0633 \u0644\u0647\u0627 - \u0645\u0646 \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u064a\u0648\u0645\u064a \u0625\u0644\u0649 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u064b\u0627.<\/p>\n\n\n\na. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape \u0627\u0644\u064a\u0648\u0645\u064a\u0629<\/h3>\n\n\n\n
\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u0641\u064a\u062f \u0628\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0646 snscrape \u0644\u0644\u0645\u0647\u0627\u0645 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629:<\/p>\n\n\n\n
\n- \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642<\/strong>: \u0643\u0634\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0623\u0648 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0623\u0648 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062d\u062f\u064a\u062b \u0627\u0644\u0646\u0627\u0633 \u0639\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li>\n\n\n\n
- \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a<\/strong>: \u062c\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062e\u0637\u0627\u0628 \u0627\u0644\u0633\u064a\u0627\u0633\u064a \u0623\u0648 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0623\u0648 \u0627\u0644\u0631\u0623\u064a \u0627\u0644\u0639\u0627\u0645.<\/li>\n<\/ul>\n\n\n\n
\u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0636\u062e\u0645 - \u0641\u0642\u0637 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u062d\u062b \u0648\u0627\u0636\u062d.<\/p>\n\n\n\n
b. \u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Cronjobs<\/h3>\n\n\n\n
\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 - \u064a\u0648\u0645\u064a\u064b\u0627 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0623\u0633\u0628\u0648\u0639\u064a\u064b\u0627 - \u064a\u0645\u0643\u0646\u0643 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 cronjobs (\u0644\u064a\u0646\u0643\u0633\/\u0645\u0627\u0643 \u0623\u0648\u0633) \u0623\u0648 \u062c\u062f\u0648\u0644\u0629 \u0645\u0647\u0627\u0645 \u0648\u064a\u0646\u062f\u0648\u0632.<\/p>\n\n\n\n
\u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0644\u0628\u0646\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0639\u0631.<\/p>\n\n\n\n
<\/a>Snscrape \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062a\u062a\u064a\u062d \u0644\u0643 \u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0645\u062b\u0644 X (\u062a\u0648\u064a\u062a\u0631) \u0648\u0641\u064a\u0633\u0628\u0648\u0643 \u0648\u0625\u0646\u0633\u062a\u063a\u0631\u0627\u0645. <\/p>\n\n\n\n
\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0644\u0627 \u064a\u062a\u0637\u0644\u0628 snscrape \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646 \u0642\u0628\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0642\u062f \u0644\u0627 \u064a\u0645\u0644\u0643\u0648\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/p>\n\n\n\n
\u0641\u0648\u0627\u0626\u062f \u0633\u0646\u0643\u0631\u0627\u0628<\/h3>\n\n\n\n
\u064a\u0623\u062a\u064a Snscrape \u0628\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062c\u062f\u064a\u0631\u0629 \u0628\u0627\u0644\u0630\u0643\u0631:<\/strong><\/p>\n\n\n\n \u064a\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0628\u0633\u064a\u0637\u064b\u0627 \u0646\u0633\u0628\u064a\u064b\u0627\u060c \u062e\u0627\u0635\u0629\u064b \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a \u0644\u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n\n\n\n \u062a\u0639\u0645\u0644 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0643\u0634\u0637 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0628\u062d\u062b\u064b\u0627 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 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\u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c #technology\u060c \u064a\u0645\u0643\u0646\u0643 \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0647\u0630\u0627 \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c \u062b\u0645 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/p>\n\n\n\n \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 Snscrape<\/p>\n\n\n\n \u0644\u0644\u0628\u062f\u0621\u060c \u0633\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0623\u0633\u0627\u0633\u064a \u064a\u062a\u0636\u0645\u0646 Python \u0645\u062b\u0628\u062a\u064b\u0627 \u0639\u0644\u0649 \u062d\u0627\u0633\u0648\u0628\u0643. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062b\u0628\u064a\u062a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 pip\u060c \u0645\u062b\u0628\u062a \u062d\u0632\u0645 Python. \u0628\u0645\u062c\u0631\u062f \u0627\u0644\u062a\u062b\u0628\u064a\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627.<\/p>\n\n\n\n \u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0628\u0633\u064a\u0637 \u0644\u0628\u062f\u0621 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0641\u0639\u0651\u0627\u0644\u0629.<\/p>\n\n\n\n \u0623\u0648\u0644\u0627\u064b\u060c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062b\u0628\u064a\u062a snscrape. \u0627\u0641\u062a\u062d \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0643\u062a\u0628 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n\n\n\n \u0643\u0648\u062f bashCopy<\/p>\n\n\n\n \u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062f\u064a\u0631 \u062d\u0632\u0645 Python\u060c pip\u060c \u0644\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0645\u0643\u0634\u0637\u0629 \u0648\u062a\u062b\u0628\u064a\u062a\u0647\u0627.<\/p>\n\n\n\n \u0628\u0645\u062c\u0631\u062f \u062a\u062b\u0628\u064a\u062a\u0647\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c Python \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646\u0643 \u062a\u0631\u064a\u062f \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c \u0645\u0639\u064a\u0646. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0623\u0633\u0627\u0633\u064a:<\/p>\n\n\n\n \u0633\u064a\u0642\u0648\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0628\u062c\u0645\u0639 \u0622\u062e\u0631 100 \u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0647\u0627\u0634\u062a\u0627\u062c #technology.<\/p>\n\n\n\n \u0627\u062d\u0641\u0638 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0643\u0640 \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u062d\u062b \u0628\u0633\u0647\u0648\u0644\u0629. 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\u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644. \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0643\u0634\u0637\u0647\u0627 \u0641\u064a \u0645\u0644\u0641:<\/p>\n\n\n\n \u0633\u064a\u062d\u0641\u0638 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0645\u0639\u0631\u0641 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0641\u064a \u0645\u0644\u0641 CSV \u0628\u0627\u0633\u0645 \n\u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u062a\u0633\u0642\u0629 \ud83d\udcca\n<\/p>\n \n\u0647\u0644 \u0633\u0626\u0645\u062a \u0645\u0646 \u0627\u0644\u0631\u062f\u0648\u062f \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0633\u0642\u0629 \u0645\u0646 snscrape\u061f \u064a\u0642\u0644\u0644 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u0633\u0643\u0646\u064a \u0627\u0644\u0646\u0638\u064a\u0641 \u0645\u0646 \u0637\u0644\u0628\u0627\u062a captchas \u0648\u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u0638\u0648\u0631\u0629.\n<\/p>\n\n\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0643\u0634\u0637\n<\/a>\n<\/div>\n<\/div><\/div>\n\n\n\n \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f\u0643 Snscrape \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 X (\u062a\u0648\u064a\u062a\u0631). \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062a\u0641\u0635\u064a\u0644 \u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape:<\/p>\n\n\n\n \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0640 snscrape \u0647\u0648 \u062c\u0645\u0639 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a. \u0648\u0647\u0630\u0627 \u064a\u0634\u0645\u0644:<\/p>\n\n\n\n \u064a\u0633\u0645\u062d \u0644\u0643 Snscrape \u0628\u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0645\u0633\u062a\u062e\u062f\u0645\u064a \u062a\u0648\u064a\u062a\u0631\u060c \u0645\u062b\u0644:<\/p>\n\n\n\n \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 snscrape \u0644\u0627 \u064a\u062c\u0644\u0628 \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0645\u062b\u0644 \u0627\u0644\u0625\u0639\u062c\u0627\u0628\u0627\u062a \u0623\u0648 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0628\u0625\u0645\u0643\u0627\u0646\u0643 \u062c\u0645\u0639\u0647\u0627:<\/p>\n\n\n\n \u064a\u0633\u062a\u0637\u064a\u0639 Snscrape \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0639\u0646\u0627\u0635\u0631 \u0645\u062d\u062f\u062f\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/p>\n\n\n\n \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0629 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0637\u060c \u064a\u0645\u0643\u0646 \u0644\u0640 snscrape \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f\u0647\u0627:<\/p>\n\n\n\n \u0625\u0646 Snscrape \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0643\u0634\u0637 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649:<\/p>\n\n\n\n \u0633\u062a\u062a\u0636\u0645\u0646 \u0643\u0644 \u062a\u063a\u0631\u064a\u062f\u0629 \u062d\u0642\u0648\u0644\u0627\u064b \u0645\u062b\u0644<\/strong><\/p>\n\n\n\n \u064a\u0645\u0643\u0646\u0643 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 snscrape \u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c:<\/p>\n\n\n\n \u0633\u0646\u0643\u0631\u0627\u0628<\/strong> \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0627\u0633 \u0644\u0647\u0627 - \u0645\u0646 \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u064a\u0648\u0645\u064a \u0625\u0644\u0649 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u064b\u0627.<\/p>\n\n\n\n \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u0641\u064a\u062f \u0628\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0646 snscrape \u0644\u0644\u0645\u0647\u0627\u0645 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629:<\/p>\n\n\n\n \u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0639\u062f\u0627\u062f \u0636\u062e\u0645 - \u0641\u0642\u0637 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0645\u0646 Python \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u062d\u062b \u0648\u0627\u0636\u062d.<\/p>\n\n\n\n \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 - \u064a\u0648\u0645\u064a\u064b\u0627 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0623\u0633\u0628\u0648\u0639\u064a\u064b\u0627 - \u064a\u0645\u0643\u0646\u0643 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a snscrape \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 cronjobs (\u0644\u064a\u0646\u0643\u0633\/\u0645\u0627\u0643 \u0623\u0648\u0633) \u0623\u0648 \u062c\u062f\u0648\u0644\u0629 \u0645\u0647\u0627\u0645 \u0648\u064a\u0646\u062f\u0648\u0632.<\/p>\n\n\n\n \u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0623\u0648 \u0643\u0644 \u0633\u0627\u0639\u0629 \u0623\u0648 \u0644\u0628\u0646\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0639\u0631.<\/p>\n\n\n\n\n
2. \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 Snscrape\u061f<\/h2>\n\n\n\n
\n
<\/a><\/figure>\n\n\n\n3. \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0646\u0643\u0631\u0627\u0628<\/h2>\n\n\n\n
a. \u0627\u0644\u062a\u0631\u0643\u064a\u0628<\/h3>\n\n\n\n
\u062a\u062b\u0628\u064a\u062a \u0628\u0631\u0646\u0627\u0645\u062c snscrape<\/code><\/p>\n\n\n\nb. \u0627\u0643\u062a\u0628 \u0646\u0635\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627<\/h3>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f snscrape.modules.twitter \u0628\u0627\u0633\u0645 sntwitter # \u062d\u062f\u062f \u0639\u062f\u062f \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u062f \u0643\u0634\u0637\u0647\u0627 max_tweets = 100 # \u0627\u0633\u062a\u062e\u062f\u0627\u0645 TwitterSearchScraper \u0644\u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0628\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0644 i\u060c \u062a\u063a\u0631\u064a\u062f\u0629 \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchScraper('#technology).get_items()): \u0625\u0630\u0627 i > max_tweets: \u0641\u0627\u0635\u0644 \u0637\u0628\u0627\u0639\u0629 (tweet.content)<\/code><\/p>\n\n\n\nc. \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/h3>\n\n\n\n
.py<\/code> \u0648\u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python. \u0633\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u060c \u0648\u0645\u0646 \u0627\u0644\u0645\u0641\u062a\u0631\u0636 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0641\u064a \u0631\u0624\u064a\u0629 \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a \u0645\u0637\u0628\u0648\u0639\u0629 \u0641\u064a \u0645\u0648\u062c\u0647 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0623\u0648 \u0627\u0644\u0637\u0631\u0641\u064a\u0629.<\/p>\n\n\n\nd. \u0643\u064a\u0641\u064a\u0629 \u062a\u062e\u0635\u064a\u0635 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0643<\/h3>\n\n\n\n
TwitterSearchScraper<\/code> \u0627\u0644\u0637\u0631\u064a\u0642\u0629:<\/p>\n\n\n\nsntwitter.TwitterSearchScraper('from:username')<\/code><\/p>\n\n\n\n\u0627\u0633\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/code> \u0628\u0645\u064f\u0639\u0631\u0650\u0651\u0641 \u062a\u0648\u064a\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f \u0643\u0634\u0637 \u062a\u063a\u0631\u064a\u062f\u0627\u062a\u0647.<\/p>\n\n\n\ne. \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n
\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0645\u0644\u0641 csv # ... [\u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0633\u0627\u0628\u0642] # \u0627\u0641\u062a\u062d\/\u0623\u0646\u0634\u0626 \u0645\u0644\u0641\u064b\u0627 \u0644\u0625\u0644\u062d\u0627\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0640 csvFile = \u0641\u062a\u062d('scraped_tweets.csv', 'a', newline=''', encoding='utf8') # \u0627\u0633\u062a\u062e\u062f\u0645 \u0643\u0627\u062a\u0628 csv csvWriter = csv.writer(csvFile) csvWriter.writeow(['id', 'date', 'tweet']) \u0644 i, tweet \u0641\u064a \u062a\u0639\u062f\u0627\u062f (sntwitter.TwitterSearchSearchScraper('#technology).get_items()): \u0625\u0630\u0627 \u0643\u0646\u062a i > max_tweets: \u0643\u0633\u0631 csvWriter.writerow([tweet.id, tweet.date, tweet.content]) csvFile.close()<\/code><\/p>\n\n\n\n\u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a_\u0643\u0634\u0637_\u062a\u063a\u0631\u064a\u062f\u0627\u062a.csv<\/code>.<\/p>\n\n\n\n4. \u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0643\u0634\u0637\u0647\u0627 \u0645\u0646 \u062a\u0648\u064a\u062a\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape\u061f<\/h2>\n\n\n\n
a. \u0627\u0644\u062a\u063a\u0631\u064a\u062f\u0627\u062a<\/h3>\n\n\n\n
\n
b. \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/h3>\n\n\n\n
\n
c. \u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629<\/h3>\n\n\n\n
\n
d. \u0627\u0644\u0647\u0627\u0634\u062a\u0627\u062c\u0627\u062a \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a<\/h3>\n\n\n\n
\n
e. \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a<\/h3>\n\n\n\n
\n
f. \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h3>\n\n\n\n
\n
\n
g. \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u064a\u0637 \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n\n\n\n
\n
5. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape: \u0645\u0646 \u0627\u0644\u0628\u0633\u064a\u0637 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/h2>\n\n\n\n
a. \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Snscrape \u0627\u0644\u064a\u0648\u0645\u064a\u0629<\/h3>\n\n\n\n
\n
b. \u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Cronjobs<\/h3>\n\n\n\n
![\"\u0633\u0643\u0631\u0627\u0628\u064a\"](\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/scrapy-2.png\")
<\/a>![\"\u0623\u0648\u0643\u062a\u0648\u0628\u0627\u0631\u0633\u064a\"](\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/octoparse-1024x268.png\")
<\/a>