{"id":476314,"date":"2023-08-09T07:28:31","date_gmt":"2023-08-09T07:28:31","guid":{"rendered":""},"modified":"2023-09-05T11:12:27","modified_gmt":"2023-09-05T11:12:27","slug":"cohort-analysis","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/cohort-analysis\/","title":{"rendered":"Ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7"},"content":{"rendered":"<p>Ph\u00e2n t\u00edch nh\u00f3m l\u00e0 m\u00f4 h\u00ecnh ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng theo th\u1eddi gian. Ki\u1ec3u ph\u00e2n t\u00edch n\u00e0y cho ph\u00e9p c\u00e1c c\u00f4ng ty chia c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn th\u00e0nh c\u00e1c nh\u00f3m ho\u1eb7c &#039;nh\u00f3m&#039; c\u00f3 li\u00ean quan, gi\u00fap d\u1ec5 d\u00e0ng ph\u00e1t hi\u1ec7n xu h\u01b0\u1edbng, hi\u1ec3u v\u00f2ng \u0111\u1eddi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c chi\u1ebfn l\u01b0\u1ee3c \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau \u0111\u1ec3 c\u1ea3i thi\u1ec7n m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c, t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n v\u00e0 doanh thu.<\/p>\n<h2>Ngu\u1ed3n g\u1ed1c c\u1ee7a ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/h2>\n<p>Ngu\u1ed3n g\u1ed1c c\u1ee7a ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 c\u00f3 th\u1ec3 b\u1eaft ngu\u1ed3n t\u1eeb nghi\u00ean c\u1ee9u y h\u1ecdc v\u00e0 x\u00e3 h\u1ed9i h\u1ecdc, trong \u0111\u00f3 thu\u1eadt ng\u1eef &#039;\u0111o\u00e0n h\u1ec7&#039; \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 bi\u1ec3u th\u1ecb m\u1ed9t nh\u00f3m ng\u01b0\u1eddi c\u00f3 chung \u0111\u1eb7c \u0111i\u1ec3m trong m\u1ed9t khung th\u1eddi gian x\u00e1c \u0111\u1ecbnh. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y \u0111\u01b0\u1ee3c c\u00e1c nh\u00e0 th\u1ed1ng k\u00ea v\u00e0 nh\u00e2n kh\u1ea9u h\u1ecdc \u00e1p d\u1ee5ng trong th\u1ebf k\u1ef7 20 \u0111\u1ec3 nghi\u00ean c\u1ee9u c\u00e1c m\u00f4 h\u00ecnh, h\u00e0nh vi v\u00e0 xu h\u01b0\u1edbng theo th\u1eddi gian. Tuy nhi\u00ean, \u00fd t\u01b0\u1edfng s\u1eed d\u1ee5ng ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 \u0111\u1ec3 hi\u1ec3u bi\u1ebft v\u1ec1 kinh doanh v\u00e0 h\u00e0nh vi kh\u00e1ch h\u00e0ng c\u00f2n kh\u00e1 m\u1edbi m\u1ebb, thu h\u00fat \u0111\u01b0\u1ee3c s\u1ef1 gia t\u0103ng c\u1ee7a d\u1eef li\u1ec7u l\u1edbn v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0o cu\u1ed1i th\u1ebf k\u1ef7 20 v\u00e0 \u0111\u1ea7u th\u1ebf k\u1ef7 21.<\/p>\n<h2>Hi\u1ec3u ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/h2>\n<p>V\u1ec1 c\u1ed1t l\u00f5i, ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 bao g\u1ed3m vi\u1ec7c ph\u00e2n nh\u00f3m ng\u01b0\u1eddi d\u00f9ng d\u1ef1a tr\u00ean c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m chung v\u00e0 theo d\u00f5i c\u00e1c nh\u00f3m n\u00e0y theo th\u1eddi gian. Nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y c\u00f3 th\u1ec3 l\u00e0 th\u1eddi \u0111i\u1ec3m ng\u01b0\u1eddi d\u00f9ng mua h\u00e0ng l\u1ea7n \u0111\u1ea7u, chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb \u0111\u00e3 \u0111\u01b0a h\u1ecd \u0111\u1ebfn trang web c\u1ee7a b\u1ea1n, v\u1ecb tr\u00ed c\u1ee7a h\u1ecd, v.v. Vi\u1ec7c theo d\u00f5i c\u00e1c nh\u00f3m n\u00e0y c\u00f3 th\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft v\u1ec1 h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, gi\u00e1 tr\u1ecb tr\u1ecdn \u0111\u1eddi c\u1ee7a kh\u00e1ch h\u00e0ng, hi\u1ec7u su\u1ea5t s\u1ea3n ph\u1ea9m v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c n\u1ed7 l\u1ef1c ti\u1ebfp th\u1ecb .<\/p>\n<p>C\u00e1c b\u01b0\u1edbc ch\u00ednh trong vi\u1ec7c ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 bao g\u1ed3m:<\/p>\n<ol>\n<li>\n<p>X\u00e1c \u0111\u1ecbnh nh\u00f3m: \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 d\u1ef1a tr\u00ean ng\u00e0y chuy\u1ec3n \u0111\u1ed5i ng\u01b0\u1eddi d\u00f9ng, h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, th\u00f4ng tin nh\u00e2n kh\u1ea9u h\u1ecdc ho\u1eb7c b\u1ea5t k\u1ef3 \u0111\u1eb7c \u0111i\u1ec3m n\u00e0o kh\u00e1c c\u00f3 th\u1ec3 ph\u00e2n bi\u1ec7t m\u1ed9t nh\u00f3m.<\/p>\n<\/li>\n<li>\n<p>X\u00e1c \u0111\u1ecbnh s\u1ef1 ki\u1ec7n: \u0110\u00e2y l\u00e0 h\u00e0nh \u0111\u1ed9ng ho\u1eb7c h\u00e0nh vi b\u1ea1n mu\u1ed1n ph\u00e2n t\u00edch. \u0110\u00f3 c\u00f3 th\u1ec3 l\u00e0 mua h\u00e0ng, truy c\u1eadp trang web, nh\u1ea5p v\u00e0o li\u00ean k\u1ebft, v.v.<\/p>\n<\/li>\n<li>\n<p>\u0110\u1eb7t khung th\u1eddi gian: \u0110\u00e2y c\u00f3 th\u1ec3 l\u00e0 h\u00e0ng ng\u00e0y, h\u00e0ng tu\u1ea7n, h\u00e0ng th\u00e1ng ho\u1eb7c b\u1ea5t k\u1ef3 kho\u1ea3ng th\u1eddi gian n\u00e0o ph\u00f9 h\u1ee3p v\u1edbi chu k\u1ef3 kinh doanh c\u1ee7a b\u1ea1n.<\/p>\n<\/li>\n<li>\n<p>Theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch: Theo d\u00f5i h\u00e0nh vi c\u1ee7a nh\u00f3m theo th\u1eddi gian, t\u00ecm ki\u1ebfm c\u00e1c xu h\u01b0\u1edbng, m\u00f4 h\u00ecnh v\u00e0 bi\u1ebfn th\u1ec3 c\u00f3 th\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft c\u00f3 gi\u00e1 tr\u1ecb cho doanh nghi\u1ec7p.<\/p>\n<\/li>\n<\/ol>\n<h2>C\u1ea5u tr\u00fac b\u00ean trong c\u1ee7a ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/h2>\n<p>Ph\u00e2n t\u00edch nh\u00f3m th\u01b0\u1eddng bao g\u1ed3m vi\u1ec7c s\u1eed d\u1ee5ng b\u1ea3ng d\u1eef li\u1ec7u v\u1edbi nh\u00f3m thu\u1ea7n t\u1eadp d\u01b0\u1edbi d\u1ea1ng h\u00e0ng, kho\u1ea3ng th\u1eddi gian d\u01b0\u1edbi d\u1ea1ng c\u1ed9t v\u00e0 s\u1ed1 li\u1ec7u quan t\u00e2m d\u01b0\u1edbi d\u1ea1ng gi\u00e1 tr\u1ecb \u00f4. C\u00e1c nh\u00f3m thu\u1ea7n t\u1eadp th\u01b0\u1eddng \u0111\u01b0\u1ee3c nh\u00f3m d\u1ef1a tr\u00ean &#039;s\u1ef1 ki\u1ec7n x\u00e1c \u0111\u1ecbnh nh\u00f3m&#039;, ch\u1eb3ng h\u1ea1n nh\u01b0 ng\u00e0y mua h\u00e0ng \u0111\u1ea7u ti\u00ean ho\u1eb7c ng\u00e0y t\u1ea1o t\u00e0i kho\u1ea3n.<\/p>\n<p>C\u00e1c s\u1ed1 li\u1ec7u \u0111\u01b0\u1ee3c theo d\u00f5i c\u00f3 th\u1ec3 kh\u00e1c nhau t\u00f9y theo m\u1ee5c ti\u00eau kinh doanh ho\u1eb7c nghi\u00ean c\u1ee9u. C\u00e1c s\u1ed1 li\u1ec7u th\u01b0\u1eddng \u0111\u01b0\u1ee3c theo d\u00f5i bao g\u1ed3m doanh thu, s\u1ed1 ng\u01b0\u1eddi d\u00f9ng \u0111ang ho\u1ea1t \u0111\u1ed9ng, t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n v\u00e0 gi\u00e1 tr\u1ecb \u0111\u01a1n h\u00e0ng trung b\u00ecnh, c\u00f9ng nhi\u1ec1u s\u1ed1 li\u1ec7u kh\u00e1c.<\/p>\n<p>Ph\u00e2n t\u00edch n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb b\u1eb1ng bi\u1ec3u \u0111\u1ed3 \u0111o\u00e0n h\u1ec7, b\u1ea3n \u0111\u1ed3 nhi\u1ec7t, bi\u1ec3u \u0111\u1ed3 \u0111\u01b0\u1eddng ho\u1eb7c b\u1ea5t k\u1ef3 c\u00f4ng c\u1ee5 tr\u1ef1c quan n\u00e0o kh\u00e1c c\u00f3 th\u1ec3 hi\u1ec3n th\u1ecb c\u00e1c thay \u0111\u1ed5i theo th\u1eddi gian m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n<h2>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/h2>\n<p>M\u1ed9t s\u1ed1 t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 bao g\u1ed3m:<\/p>\n<ol>\n<li>\n<p>X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu: Ph\u00e2n t\u00edch nh\u00f3m gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong v\u00f2ng \u0111\u1eddi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, cho bi\u1ebft h\u00e0nh vi ph\u00e1t tri\u1ec3n nh\u01b0 th\u1ebf n\u00e0o theo th\u1eddi gian.<\/p>\n<\/li>\n<li>\n<p>Ph\u00e2n t\u00edch chu\u1ed7i th\u1eddi gian: N\u00f3 cho ph\u00e9p ph\u00e2n t\u00edch theo chi\u1ec1u d\u1ecdc h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n so s\u00e1nh d\u1ef1a tr\u00ean th\u1eddi gian.<\/p>\n<\/li>\n<li>\n<p>Ph\u00e2n kh\u00fac ng\u01b0\u1eddi d\u00f9ng: Ph\u00e2n t\u00edch nh\u00f3m chia c\u01a1 s\u1edf ng\u01b0\u1eddi d\u00f9ng th\u00e0nh c\u00e1c ph\u00e2n kh\u00fac c\u00f3 \u00fd ngh\u0129a, h\u1ed7 tr\u1ee3 ti\u1ebfp th\u1ecb c\u00f3 m\u1ee5c ti\u00eau v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<\/li>\n<li>\n<p>Gi\u1ea3m ti\u1ebfng \u1ed3n: B\u1eb1ng c\u00e1ch t\u1eadp trung v\u00e0o c\u00e1c nh\u00f3m c\u1ee5 th\u1ec3, ph\u00e2n t\u00edch c\u00f3 th\u1ec3 gi\u1ea3m &#039;ti\u1ebfng \u1ed3n&#039; do vi\u1ec7c t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng, d\u1eabn \u0111\u1ebfn th\u00f4ng tin chi ti\u1ebft ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n<\/li>\n<\/ol>\n<h2>C\u00e1c lo\u1ea1i ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/h2>\n<p>C\u00f3 nhi\u1ec1u lo\u1ea1i ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 kh\u00e1c nhau, m\u1ed7i lo\u1ea1i d\u1ef1a tr\u00ean c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m kh\u00e1c nhau. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t t\u1ed5ng quan ng\u1eafn g\u1ecdn:<\/p>\n<table>\n<thead>\n<tr>\n<th>Lo\u1ea1i ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/th>\n<th>S\u1ef1 \u0111\u1ecbnh ngh\u0129a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Nh\u00f3m th\u1eddi gian<\/td>\n<td>Ng\u01b0\u1eddi d\u00f9ng \u0111\u00e3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 trong m\u1ed9t khung th\u1eddi gian c\u1ee5 th\u1ec3.<\/td>\n<\/tr>\n<tr>\n<td>Nh\u00f3m h\u00e0nh vi<\/td>\n<td>Ng\u01b0\u1eddi d\u00f9ng \u0111\u00e3 th\u1ef1c hi\u1ec7n m\u1ed9t h\u00e0nh \u0111\u1ed9ng ho\u1eb7c t\u1eadp h\u1ee3p h\u00e0nh \u0111\u1ed9ng nh\u1ea5t \u0111\u1ecbnh trong m\u1ed9t khung th\u1eddi gian nh\u1ea5t \u0111\u1ecbnh.<\/td>\n<\/tr>\n<tr>\n<td>Nh\u00f3m k\u00edch th\u01b0\u1edbc<\/td>\n<td>Ng\u01b0\u1eddi d\u00f9ng c\u00f3 chung \u0111\u1eb7c \u0111i\u1ec3m t\u1ea1i th\u1eddi \u0111i\u1ec3m mua l\u1ea1i, ch\u1eb3ng h\u1ea1n nh\u01b0 quy m\u00f4 t\u00e0i kho\u1ea3n ho\u1eb7c s\u1ed1 ti\u1ec1n mua ban \u0111\u1ea7u.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>S\u1eed d\u1ee5ng Ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7: Nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 gi\u1ea3i ph\u00e1p<\/h2>\n<p>Ph\u00e2n t\u00edch nh\u00f3m c\u00f3 th\u1ec3 c\u1ef1c k\u1ef3 h\u1eefu \u00edch trong vi\u1ec7c cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng. Tuy nhi\u00ean, c\u00f3 th\u1ec3 c\u00f3 nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c \u00e1p d\u1ee5ng n\u00f3:<\/p>\n<ul>\n<li>\n<p>T\u1eadp d\u1eef li\u1ec7u l\u1edbn: Vi\u1ec7c x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch s\u1ed1 l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u c\u00f3 th\u1ec3 kh\u00f3 kh\u0103n. Tuy nhi\u00ean, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch m\u1ea1nh m\u1ebd c\u00f3 th\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn.<\/p>\n<\/li>\n<li>\n<p>X\u00e1c \u0111\u1ecbnh \u0111o\u00e0n h\u1ec7: C\u00e1ch x\u00e1c \u0111\u1ecbnh \u0111o\u00e0n h\u1ec7 c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch. Vi\u1ec7c \u0111\u1ea3m b\u1ea3o b\u1ea1n x\u00e1c \u0111\u1ecbnh nh\u00f3m thu\u1ea7n t\u1eadp theo c\u00e1ch c\u00f3 \u00fd ngh\u0129a \u0111\u1ed1i v\u1edbi c\u00e2u h\u1ecfi nghi\u00ean c\u1ee9u ho\u1eb7c ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ee5 th\u1ec3 c\u1ee7a b\u1ea1n l\u00e0 r\u1ea5t quan tr\u1ecdng.<\/p>\n<\/li>\n<li>\n<p>L\u1ef1a ch\u1ecdn khung th\u1eddi gian: Vi\u1ec7c l\u1ef1a ch\u1ecdn khung th\u1eddi gian th\u00edch h\u1ee3p \u0111\u1ec3 quan s\u00e1t c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c nh\u01b0ng r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 ph\u00e1t hi\u1ec7n ra nh\u1eefng xu h\u01b0\u1edbng h\u1eefu \u00edch.<\/p>\n<\/li>\n<\/ul>\n<p>B\u1ea5t ch\u1ea5p nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y, nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc thu \u0111\u01b0\u1ee3c t\u1eeb ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu trong kho v\u0169 kh\u00ed c\u1ee7a c\u00e1c doanh nghi\u1ec7p d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n<h2>Ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7: So s\u00e1nh v\u1edbi c\u00e1c thu\u1eadt ng\u1eef t\u01b0\u01a1ng t\u1ef1<\/h2>\n<table>\n<thead>\n<tr>\n<th>Thu\u1eadt ng\u1eef<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/td>\n<td>Ph\u00e2n t\u00edch c\u00e1c nh\u00f3m ng\u01b0\u1eddi d\u00f9ng d\u1ef1a tr\u00ean \u0111\u1eb7c \u0111i\u1ec3m chung trong m\u1ed9t kho\u1ea3ng th\u1eddi gian nh\u1ea5t \u0111\u1ecbnh.<\/td>\n<\/tr>\n<tr>\n<td>Ph\u00e2n kh\u00fac ng\u01b0\u1eddi d\u00f9ng<\/td>\n<td>Chia c\u01a1 s\u1edf ng\u01b0\u1eddi d\u00f9ng th\u00e0nh c\u00e1c nh\u00f3m d\u1ef1a tr\u00ean c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m chung nh\u01b0ng kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i ph\u00e2n t\u00edch c\u00e1c nh\u00f3m n\u00e0y theo th\u1eddi gian.<\/td>\n<\/tr>\n<tr>\n<td>Th\u1eed nghi\u1ec7m A\/B<\/td>\n<td>So s\u00e1nh hai phi\u00ean b\u1ea3n c\u1ee7a m\u1ed9t trang web ho\u1eb7c tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng kh\u00e1c \u0111\u1ec3 xem phi\u00ean b\u1ea3n n\u00e0o ho\u1ea1t \u0111\u1ed9ng t\u1ed1t h\u01a1n. Kh\u00f4ng gi\u1ed1ng nh\u01b0 ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7, n\u00f3 kh\u00f4ng theo d\u00f5i c\u00f9ng m\u1ed9t nh\u00f3m theo th\u1eddi gian.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Quan \u0111i\u1ec3m t\u01b0\u01a1ng lai trong ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/h2>\n<p>Khi d\u1eef li\u1ec7u ti\u1ebfp t\u1ee5c \u0111\u00f3ng vai tr\u00f2 ng\u00e0y c\u00e0ng quan tr\u1ecdng trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh kinh doanh, vi\u1ec7c s\u1eed d\u1ee5ng ph\u00e2n t\u00edch nh\u00f3m s\u1ebd s\u1eb5n s\u00e0ng ph\u00e1t tri\u1ec3n. Nh\u1eefng ti\u1ebfn b\u1ed9 trong t\u01b0\u01a1ng lai c\u00f3 th\u1ec3 bao g\u1ed3m:<\/p>\n<ul>\n<li>\n<p>T\u00edch h\u1ee3p AI v\u00e0 Machine Learning: AI c\u00f3 th\u1ec3 gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u00e2n t\u00edch nh\u00f3m, x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu v\u00e0 th\u1eadm ch\u00ed d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai.<\/p>\n<\/li>\n<li>\n<p>Ph\u00e2n t\u00edch nh\u00f3m theo th\u1eddi gian th\u1ef1c: Khi kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n, kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch nh\u00f3m theo th\u1eddi gian th\u1ef1c c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c, cung c\u1ea5p cho doanh nghi\u1ec7p nh\u1eefng hi\u1ec3u bi\u1ebft ngay l\u1eadp t\u1ee9c.<\/p>\n<\/li>\n<li>\n<p>C\u00f4ng c\u1ee5 tr\u1ef1c quan n\u00e2ng cao: C\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan n\u00e2ng cao s\u1ebd gi\u00fap di\u1ec5n gi\u1ea3i k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 d\u1ec5 d\u00e0ng h\u01a1n, ngay c\u1ea3 \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng hi\u1ec3u s\u00e2u v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n<\/li>\n<\/ul>\n<h2>M\u00e1y ch\u1ee7 proxy v\u00e0 ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7. H\u1ecd c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 thu th\u1eadp d\u1eef li\u1ec7u, \u0111\u1eb7c bi\u1ec7t khi ph\u00e2n t\u00edch h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng tr\u00ean c\u00e1c khu v\u1ef1c kh\u00e1c nhau. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng proxy, doanh nghi\u1ec7p c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd kh\u00e1c nhau, gi\u00fap t\u1ea1o c\u00e1c nh\u00f3m to\u00e0n di\u1ec7n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n d\u1ef1a tr\u00ean c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee5 th\u1ec3 c\u1ee7a v\u1ecb tr\u00ed.<\/p>\n<p>H\u01a1n n\u1eefa, proxy c\u00f3 th\u1ec3 gi\u00fap duy tr\u00ec quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng trong qu\u00e1 tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch \u1ea9n danh d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 \u0111\u1ea3m b\u1ea3o th\u1ef1c h\u00e0nh d\u1eef li\u1ec7u c\u00f3 \u0111\u1ea1o \u0111\u1ee9c.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<p>\u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 Ph\u00e2n t\u00edch nh\u00f3m, b\u1ea1n c\u00f3 th\u1ec3 xem c\u00e1c t\u00e0i nguy\u00ean sau:<\/p>\n<ul>\n<li><a href=\"https:\/\/support.google.com\/analytics\/answer\/6182550?hl=en\" target=\"_new\" rel=\"noopener nofollow\">Ph\u00e2n t\u00edch nh\u00f3m trong Google Analytics<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/a-step-by-step-introduction-to-cohort-analysis-in-python-a2cbbd8460ea\" target=\"_new\" rel=\"noopener nofollow\">Ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 v\u1edbi Python<\/a><\/li>\n<li><a href=\"https:\/\/www.shopify.com\/enterprise\/cohort-analysis\" target=\"_new\" rel=\"noopener nofollow\">Gi\u1edbi thi\u1ec7u v\u1ec1 Ph\u00e2n t\u00edch \u0111o\u00e0n h\u1ec7 trong th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/a><\/li>\n<\/ul>\n<p>H\u00e3y nh\u1edb r\u1eb1ng Ph\u00e2n t\u00edch theo nh\u00f3m l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 hi\u1ec3u h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng theo th\u1eddi gian. B\u1eb1ng c\u00e1ch ph\u00e2n kh\u00fac ng\u01b0\u1eddi d\u00f9ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, theo d\u00f5i h\u1ecd theo th\u1eddi gian v\u00e0 ph\u00e2n t\u00edch k\u1ebft qu\u1ea3, b\u1ea1n c\u00f3 th\u1ec3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 gi\u00e1 tr\u1ecb gi\u00fap th\u00fac \u0111\u1ea9y chi\u1ebfn l\u01b0\u1ee3c kinh doanh v\u00e0 t\u0103ng tr\u01b0\u1edfng.<\/p>","protected":false},"featured_media":467900,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476314","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Cohort Analysis: An Essential Tool for Business Intelligence<\/mark>","faq_items":[{"question":"What is Cohort Analysis?","answer":"<p>Cohort Analysis is an analytical model used by businesses to understand user behavior over time. It involves grouping users based on shared characteristics and tracking these groups over time to provide insights into user behavior, customer lifetime value, product performance, and the effectiveness of marketing efforts.<\/p>"},{"question":"Where did Cohort Analysis originate from?","answer":"<p>Cohort Analysis traces its roots back to medical and sociological research, where it was used to denote a group of people who share a common characteristic in a specified timeframe. However, its use in business intelligence and customer behavior understanding is relatively recent, gaining traction with the rise of big data and data analytics in the late 20th and early 21st century.<\/p>"},{"question":"How does Cohort Analysis work?","answer":"<p>Cohort Analysis works by defining a cohort based on user characteristics, determining an event or behavior to analyze, setting a timeframe, and then tracking and analyzing the behavior of the cohorts over this period. It typically involves using a data table with cohorts as rows, time periods as columns, and the metric of interest as cell values.<\/p>"},{"question":"What are some key features of Cohort Analysis?","answer":"<p>Key features of Cohort Analysis include its ability to identify patterns, facilitate time-series analysis, segment users, and reduce data noise, which leads to more accurate insights.<\/p>"},{"question":"What are the types of Cohort Analysis?","answer":"<p>The main types of Cohort Analysis include Time Cohorts (users who started using a product or service during a particular timeframe), Behavior Cohorts (users who performed a certain action or set of actions in a given timeframe), and Size Cohorts (users who share a characteristic at the time of acquisition, such as account size or initial purchase amount).<\/p>"},{"question":"What are some challenges and solutions related to Cohort Analysis?","answer":"<p>Challenges of Cohort Analysis include handling large data sets, defining cohorts, and selecting the appropriate timeframe to observe. These challenges can be mitigated by using robust analytical tools and platforms, carefully defining cohorts in a meaningful way for the business, and selecting a timeframe that reveals useful trends.<\/p>"},{"question":"How does Cohort Analysis compare with similar terms like User Segmentation and A\/B Testing?","answer":"<p>While all three terms involve analysis based on user behavior or characteristics, Cohort Analysis specifically involves analyzing groups of users over a specified period. User Segmentation involves breaking down the user base into groups based on shared characteristics, and A\/B Testing compares two versions of a webpage or other user experience to see which performs better.<\/p>"},{"question":"What are the future perspectives in Cohort Analysis?","answer":"<p>Future advancements in Cohort Analysis may include integration of AI and Machine Learning, real-time Cohort Analysis, and enhanced visualization tools. These advancements can help automate cohort analysis, identify patterns, predict future trends, and make it easier to interpret the results.<\/p>"},{"question":"How are Proxy Servers related to Cohort Analysis?","answer":"<p>Proxy servers can assist in data collection for Cohort Analysis, particularly when analyzing user behavior across different regions. They can access and collect data from various geographical locations, helping create more comprehensive and accurate cohorts. Additionally, they help maintain user privacy during data collection by anonymizing the data.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476314","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476314\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/467900"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=476314"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}