Twitter \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng ph\u1ed5 bi\u1ebfn, v\u1edbi h\u00e0ng tri\u1ec7u ng\u01b0\u1eddi d\u00f9ng tr\u00ean to\u00e0n th\u1ebf gi\u1edbi t\u1ea1o ra m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t hi\u1ec7n ra r\u1eb1ng d\u1eef li\u1ec7u n\u00e0y c\u00f3 th\u1ec3 cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 gi\u00e1 tr\u1ecb v\u1ec1 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi tr\u00ean to\u00e0n c\u1ea7u.<\/p>\n\n
API m\u1edf c\u1ee7a Twitter cho ph\u00e9p c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u truy c\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tweet th\u00f4, bao g\u1ed3m v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd c\u1ee7a ch\u00fang. \u0110i\u1ec1u n\u00e0y \u0111\u00e3 gi\u00fap t\u1ea1o ra c\u00e1c b\u1ea3n \u0111\u1ed3 tinh vi, ti\u1ebft l\u1ed9 c\u00e1c m\u00f4 h\u00ecnh ho\u1ea1t \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi d\u1ef1a tr\u00ean m\u1eadt \u0111\u1ed9 tweet.<\/p>\n\n
Ti\u1ebfng Anh l\u00e0 ng\u00f4n ng\u1eef ph\u1ed5 bi\u1ebfn nh\u1ea5t tr\u00ean Twitter, nh\u01b0ng c\u00f3 r\u1ea5t nhi\u1ec1u ng\u00f4n ng\u1eef kh\u00e1c \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng. C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 t\u1ea1o ra c\u00e1c b\u1ea3n \u0111\u1ed3 hi\u1ec3n th\u1ecb s\u1ef1 ph\u00e2n b\u1ed1 c\u1ee7a c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi, cho th\u1ea5y s\u1ef1 \u0111a d\u1ea1ng ng\u00f4n ng\u1eef c\u1ee7a c\u01a1 s\u1edf ng\u01b0\u1eddi d\u00f9ng Twitter.<\/p>\n\n
S\u1ef1 ph\u00e2n b\u1ed1 \u0111\u1ecba l\u00fd c\u1ee7a c\u00e1c tweet r\u1ea5t ph\u00f9 h\u1ee3p v\u1edbi t\u1ef7 l\u1ec7 \u0111i\u1ec7n kh\u00ed h\u00f3a v\u00e0 s\u1eed d\u1ee5ng \u00e1nh s\u00e1ng nh\u00e2n t\u1ea1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u1edf c\u00e1c khu v\u1ef1c ph\u00e1t tri\u1ec3n. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y vi\u1ec7c s\u1eed d\u1ee5ng Twitter b\u1ecb \u1ea3nh h\u01b0\u1edfng r\u1ea5t nhi\u1ec1u b\u1edfi kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7.<\/p>\n\n
C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u0169ng \u0111\u00e3 ph\u00e2n t\u00edch \u0111\u1ecba l\u00fd c\u1ee7a vi\u1ec7c chia s\u1ebb l\u1ea1i v\u00e0 tr\u00edch d\u1eabn tr\u00ean Twitter. H\u1ecd th\u1ea5y r\u1eb1ng kho\u1ea3ng c\u00e1ch trung b\u00ecnh gi\u1eefa nh\u1eefng ng\u01b0\u1eddi d\u00f9ng chia s\u1ebb l\u1ea1i ho\u1eb7c tr\u00edch d\u1eabn nhau l\u00e0 r\u1ea5t l\u1edbn. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y Twitter \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 k\u1ebft n\u1ed1i nh\u1eefng ng\u01b0\u1eddi s\u1ed1ng xa nhau.<\/p>\n\n
C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 so s\u00e1nh t\u1ef7 l\u1ec7 \u0111\u01b0a tin ch\u00ednh th\u1ed1ng v\u1edbi s\u1ed1 l\u01b0\u1ee3ng tweet \u1edf c\u00e1c qu\u1ed1c gia kh\u00e1c nhau. H\u1ecd th\u1ea5y r\u1eb1ng ch\u00e2u \u00c2u v\u00e0 Hoa K\u1ef3 nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u tin t\u1ee9c \u0111\u01b0a tin kh\u00f4ng c\u00e2n x\u1ee9ng, trong khi M\u1ef9 Latinh v\u00e0 Indonesia l\u1ea1i \u00edt \u0111\u01b0\u1ee3c ch\u00fa \u00fd.<\/p>\n\n
Twitter ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng v\u00e0 khi c\u00f3 nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u s\u1ebd c\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh c\u00e1c ph\u00e2n t\u00edch th\u1eadm ch\u00ed c\u00f2n chi ti\u1ebft h\u01a1n. D\u1eef li\u1ec7u n\u00e0y c\u00f3 th\u1ec3 cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 gi\u00e1 tr\u1ecb v\u1ec1 h\u00e0nh vi c\u1ee7a con ng\u01b0\u1eddi, th\u00f4ng tin nh\u00e2n kh\u1ea9u h\u1ecdc v\u00e0 c\u00e1c khu\u00f4n m\u1eabu giao ti\u1ebfp.<\/p>\n\n
M\u1ed9t d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u \u0111\u00e1ng ch\u00fa \u00fd, c\u00f3 t\u00ean l\u00e0 Nh\u1ecbp tim Twitter to\u00e0n c\u1ea7u, \u0111\u00e3 ph\u00e2n t\u00edch h\u01a1n m\u1ed9t t\u1ef7 tweet t\u1eeb kh\u1eafp Hoa K\u1ef3 \u0111\u1ec3 t\u1ea1o b\u1ea3n \u0111\u1ed3 v\u1ec1 nh\u1eefng c\u1ea3m x\u00fac t\u00edch c\u1ef1c v\u00e0 ti\u00eau c\u1ef1c \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n trong c\u01a1n b\u00e3o Sandy v\u00e0 s\u1ef1 \u1ee7ng h\u1ed9 \u0111\u1ed1i v\u1edbi c\u00e1c \u1ee9ng c\u1eed vi\u00ean t\u1ed5ng th\u1ed1ng.<\/p>\n\n
\u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch trong c\u00e1c nghi\u00ean c\u1ee9u n\u00e0y ch\u1ec9 \u0111\u1ea1i di\u1ec7n cho m\u1ed9t ph\u1ea7n nh\u1ecf trong t\u1ed5ng s\u1ed1 t\u1ea5t c\u1ea3 c\u00e1c tweet \u0111\u01b0\u1ee3c g\u1eedi \u0111i. Ngo\u00e0i ra, nh\u1eefng ng\u01b0\u1eddi d\u00f9ng b\u1eadt t\u00ednh n\u0103ng g\u1eafn th\u1ebb \u0111\u1ecba l\u00fd c\u00f3 th\u1ec3 c\u00f3 h\u00e0nh vi kh\u00e1c so v\u1edbi nh\u1eefng ng\u01b0\u1eddi d\u00f9ng kh\u00e1c. Do \u0111\u00f3, k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 kh\u00f4ng ho\u00e0n to\u00e0n \u0111\u1ea1i di\u1ec7n cho t\u1ea5t c\u1ea3 c\u00e1c m\u1eabu tr\u00ean Twitter.<\/p>","protected":false},"excerpt":{"rendered":"
Twitter: B\u1ea3n \u0111\u1ed3 to\u00e0n c\u1ea7u v\u1ec1 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi Twitter \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng ph\u1ed5 bi\u1ebfn, v\u1edbi h\u00e0ng tri\u1ec7u ng\u01b0\u1eddi d\u00f9ng tr\u00ean to\u00e0n th\u1ebf gi\u1edbi t\u1ea1o…<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3462],"tags":[1683,3460,3461,385,171,3459],"class_list":["post-1575","post","type-post","status-publish","format-standard","hentry","category-data-science","tag-digital-humanities","tag-human-activity","tag-language-diversity","tag-data-analysis","tag-social-media","tag-twitter"],"_links":{"self":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/1575","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/comments?post=1575"}],"version-history":[{"count":1,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/1575\/revisions"}],"predecessor-version":[{"id":1576,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/1575\/revisions\/1576"}],"wp:attachment":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/media?parent=1575"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/categories?post=1575"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/tags?post=1575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}