{"id":39853,"date":"2026-08-28T13:31:14","date_gmt":"2026-08-28T06:31:14","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=39853"},"modified":"2026-08-31T14:50:05","modified_gmt":"2026-08-31T07:50:05","slug":"sinh-vien-thu-nghiem-mo-hinh-du-doan-gia-nha","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/sinh-vien-thu-nghiem-mo-hinh-du-doan-gia-nha\/","title":{"rendered":"Sinh vi\u00ean n\u0103m nh\u1ea5t th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n gi\u00e1 nh\u00e0 t\u1ea1i H\u00e0 N\u1ed9i"},"content":{"rendered":"

S\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n trong m\u00f4n \u201cAdvanced Computer Programming\u201d (L\u1eadp tr\u00ecnh m\u00e1y t\u00ednh n\u00e2ng cao), \u0111\u1ed3ng th\u1eddi b\u01b0\u1edbc \u0111\u1ea7u th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n gi\u00e1 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u00e3 thu th\u1eadp.<\/span><\/p>\n

Chuy\u1ec3n d\u1eef li\u1ec7u nh\u00e0 \u0111\u1ea5t ph\u00e2n t\u00e1n th\u00e0nh th\u00f4ng tin d\u1ec5 n\u1eafm b\u1eaft<\/b><\/span><\/p>\n

Khi mu\u1ed1n t\u00ecm hi\u1ec3u m\u1eb7t b\u1eb1ng gi\u00e1 nh\u00e0 t\u1ea1i H\u00e0 N\u1ed9i, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ph\u1ea3i truy c\u1eadp nhi\u1ec1u website, xem t\u1eebng tin \u0111\u0103ng v\u00e0 t\u1ef1 t\u1ed5ng h\u1ee3p th\u00f4ng tin \u0111\u1ec3 so s\u00e1nh. Nh\u00f3m sinh vi\u00ean nh\u1eadn th\u1ea5y l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng b\u1ea5t \u0111\u1ed9ng s\u1ea3n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh ngu\u1ed3n th\u00f4ng tin h\u1eefu \u00edch n\u1ebfu \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 t\u1ed5 ch\u1ee9c theo m\u1ed9t quy tr\u00ecnh th\u1ed1ng nh\u1ea5t.<\/span><\/p>\n

T\u1eeb b\u00e0i to\u00e1n n\u00e0y, nh\u00f3m ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng t\u1eadp trung v\u00e0o th\u1ecb tr\u01b0\u1eddng H\u00e0 N\u1ed9i, n\u01a1i gi\u00e1 b\u1ea5t \u0111\u1ed9ng s\u1ea3n c\u00f3 s\u1ef1 kh\u00e1c bi\u1ec7t \u0111\u00e1ng k\u1ec3 gi\u1eefa c\u00e1c khu v\u1ef1c. Theo thi\u1ebft k\u1ebf c\u1ee7a d\u1ef1 \u00e1n, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u1ea5y t\u1eeb c\u00e1c website nh\u00e0 \u0111\u1ea5t, sau \u0111\u00f3 l\u01b0u tr\u1eef, x\u1eed l\u00fd v\u00e0 \u0111\u01b0a l\u00ean giao di\u1ec7n tr\u1ef1c quan \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng d\u1ec5 theo d\u00f5i.<\/span><\/p>\n

\"M\u00f4
M\u00f4 h\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u b\u1ea5t \u0111\u1ed9ng s\u1ea3n H\u00e0 N\u1ed9i t\u1eeb nhi\u1ec1u n\u1ec1n t\u1ea3ng trong d\u1ef1 \u00e1n Real Estate Price Tracker & Market Analyzer c\u1ee7a sinh vi\u00ean Asia University Program<\/figcaption><\/figure>\n

H\u1ec7 th\u1ed1ng t\u1eadp trung v\u00e0o nh\u1eefng th\u00f4ng tin c\u01a1 b\u1ea3n nh\u01b0 gi\u00e1, di\u1ec7n t\u00edch v\u00e0 khu v\u1ef1c c\u1ee7a b\u1ea5t \u0111\u1ed9ng s\u1ea3n. Khi c\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1eadp h\u1ee3p tr\u00ean c\u00f9ng m\u1ed9t n\u1ec1n t\u1ea3ng, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 quan s\u00e1t s\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 gi\u00e1 gi\u1eefa c\u00e1c qu\u1eadn qua bi\u1ec3u \u0111\u1ed3, t\u1eeb \u0111\u00f3 c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan h\u01a1n m\u00e0 kh\u00f4ng c\u1ea7n t\u1ef1 x\u1eed l\u00fd t\u1eebng tin \u0111\u0103ng ri\u00eang l\u1ebb.<\/span><\/p>\n

Trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch, y\u1ebfu t\u1ed1 khi\u1ebfn nh\u00f3m ch\u00fa \u00fd l\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 gi\u00e1 gi\u1eefa c\u00e1c khu v\u1ef1c. \u0110i\u1ec1u n\u00e0y c\u0169ng gi\u00fap c\u00e1c th\u00e0nh vi\u00ean nh\u1eadn ra r\u1eb1ng vi\u1ec7c \u0111\u00e1nh gi\u00e1 m\u1ed9t b\u1ea5t \u0111\u1ed9ng s\u1ea3n c\u1ea7n \u0111\u1eb7t trong b\u1ed1i c\u1ea3nh v\u1ecb tr\u00ed c\u1ee5 th\u1ec3.<\/span><\/p>\n

L\u01b0u Minh Tu\u1ea5n, sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn Asia University Program, th\u00e0nh vi\u00ean d\u1ef1 \u00e1n chia s\u1ebb:<\/span> \u201cTrong qu\u00e1 tr\u00ecnh tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u, nh\u00f3m kh\u00e1 \u1ea5n t\u01b0\u1ee3ng v\u1edbi m\u1ee9c ch\u00eanh l\u1ec7ch gi\u00e1 gi\u1eefa c\u00e1c khu v\u1ef1c. Ri\u00eang t\u1ea1i Ho\u00e0n Ki\u1ebfm, \u0111\u01a1n gi\u00e1 trung b\u00ecnh trong b\u1ed9 d\u1eef li\u1ec7u c\u1ee7a nh\u00f3m l\u00ean t\u1edbi g\u1ea7n 600 tri\u1ec7u \u0111\u1ed3ng\/m\u00b2, cao h\u01a1n r\u00f5 r\u1ec7t so v\u1edbi nhi\u1ec1u qu\u1eadn trung t\u00e2m kh\u00e1c. Nh\u00f3m c\u0169ng nh\u1eadn th\u1ea5y di\u1ec7n t\u00edch v\u00e0 \u0111\u01a1n gi\u00e1 tr\u00ean m\u1ed7i m\u00e9t vu\u00f4ng c\u00f3 xu h\u01b0\u1edbng bi\u1ebfn \u0111\u1ed9ng ng\u01b0\u1ee3c chi\u1ec1u nh\u1eb9, cho th\u1ea5y b\u1ea5t \u0111\u1ed9ng s\u1ea3n c\u00f3 di\u1ec7n t\u00edch l\u1edbn h\u01a1n th\u01b0\u1eddng c\u00f3 \u0111\u01a1n gi\u00e1 gi\u1ea3m \u0111\u00f4i ch\u00fat\u201d.<\/span><\/i><\/p>\n

X\u00e2y d\u1ef1ng quy tr\u00ecnh t\u1eeb thu th\u1eadp d\u1eef li\u1ec7u \u0111\u1ebfn th\u1eed nghi\u1ec7m d\u1ef1 \u0111o\u00e1n gi\u00e1<\/b><\/span><\/p>\n

\u0110\u1ec3 \u0111\u01b0a d\u1eef li\u1ec7u t\u1eeb c\u00e1c website l\u00ean giao di\u1ec7n ph\u00e2n t\u00edch, nh\u00f3m ph\u1ea3i k\u1ebft n\u1ed1i nhi\u1ec1u b\u01b0\u1edbc th\u00e0nh m\u1ed9t quy tr\u00ecnh. \u0110\u1ea7u ti\u00ean l\u00e0 thu th\u1eadp th\u00f4ng tin b\u1eb1ng Python. Do m\u1ed7i website c\u00f3 c\u00e1ch x\u00e2y d\u1ef1ng kh\u00e1c nhau, nh\u00f3m k\u1ebft h\u1ee3p BeautifulSoup v\u00e0 Selenium \u2013 hai c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 l\u1ea5y th\u00f4ng tin t\u1eeb c\u00e1c trang web c\u00f3 c\u1ea5u tr\u00fac v\u00e0 c\u00e1ch t\u1ea3i n\u1ed9i dung kh\u00e1c nhau.<\/span><\/p>\n

Nh\u00f3m c\u0169ng \u00e1p d\u1ee5ng k\u1ef9 thu\u1eadt x\u1eed l\u00fd nhi\u1ec1u lu\u1ed3ng, c\u00f3 th\u1ec3 hi\u1ec3u l\u00e0 th\u1ef1c hi\u1ec7n \u0111\u1ed3ng th\u1eddi nhi\u1ec1u t\u00e1c v\u1ee5 thu th\u1eadp d\u1eef li\u1ec7u \u0111\u1ec3 r\u00fat ng\u1eafn th\u1eddi gian ch\u1edd. Theo k\u1ebft qu\u1ea3 th\u1eed nghi\u1ec7m \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y trong d\u1ef1 \u00e1n, ph\u01b0\u01a1ng ph\u00e1p n\u00e0y gi\u00fap qu\u00e1 tr\u00ecnh l\u1ea5y d\u1eef li\u1ec7u nhanh h\u01a1n h\u01a1n ba l\u1ea7n so v\u1edbi c\u00e1ch th\u1ef1c hi\u1ec7n tu\u1ea7n t\u1ef1, trong khi t\u1ef7 l\u1ec7 thu th\u1eadp th\u00e0nh c\u00f4ng \u0111\u1ea1t kho\u1ea3ng 95% tr\u00ean c\u00e1c website \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m.<\/span><\/p>\n

D\u1eef li\u1ec7u thu \u0111\u01b0\u1ee3c ch\u01b0a th\u1ec3 s\u1eed d\u1ee5ng ngay. C\u00e1c tin thi\u1ebfu th\u00f4ng tin v\u1ec1 gi\u00e1, c\u00f3 di\u1ec7n t\u00edch b\u1ea5t h\u1ee3p l\u00fd ho\u1eb7c b\u1ecb tr\u00f9ng \u0111\u01b0\u1ee3c h\u1ec7 th\u1ed1ng lo\u1ea1i b\u1ecf theo nh\u1eefng quy t\u1eafc m\u00e0 nh\u00f3m thi\u1ebft l\u1eadp. B\u01b0\u1edbc l\u00e0m s\u1ea1ch n\u00e0y gi\u00fap b\u1ed9 d\u1eef li\u1ec7u tr\u1edf n\u00ean \u0111\u1ed3ng nh\u1ea5t h\u01a1n tr\u01b0\u1edbc khi \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o ph\u00e2n t\u00edch.<\/span><\/p>\n

Sau \u0111\u00f3, th\u00f4ng tin \u0111\u01b0\u1ee3c l\u01b0u trong SQLite – m\u1ed9t h\u1ec7 qu\u1ea3n tr\u1ecb c\u01a1 s\u1edf d\u1eef li\u1ec7u g\u1ecdn nh\u1eb9 – v\u00e0 ti\u1ebfp t\u1ee5c x\u1eed l\u00fd b\u1eb1ng th\u01b0 vi\u1ec7n Pandas c\u1ee7a Python. K\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y tr\u00ean dashboard (b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n d\u1eef li\u1ec7u) \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 quan s\u00e1t c\u00e1c th\u1ed1ng k\u00ea v\u00e0 bi\u1ec3u \u0111\u1ed3 v\u1ec1 th\u1ecb tr\u01b0\u1eddng H\u00e0 N\u1ed9i.<\/span><\/p>\n

\"Dashboard
Dashboard ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n gi\u00e1 b\u1ea5t \u0111\u1ed9ng s\u1ea3n H\u00e0 N\u1ed9i hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u theo khu v\u1ef1c trong d\u1ef1 \u00e1n c\u1ee7a sinh vi\u00ean Asia University Program<\/figcaption><\/figure>\n

M\u1ed9t b\u01b0\u1edbc th\u1eed nghi\u1ec7m kh\u00e1c c\u1ee7a nh\u00f3m l\u00e0 s\u1eed d\u1ee5ng Linear Regression (h\u1ed3i quy tuy\u1ebfn t\u00ednh) \u0111\u1ec3 \u01b0\u1edbc t\u00ednh gi\u00e1 b\u1ea5t \u0111\u1ed9ng s\u1ea3n d\u1ef1a tr\u00ean di\u1ec7n t\u00edch. \u0110\u00e2y l\u00e0 m\u00f4 h\u00ecnh t\u01b0\u01a1ng \u0111\u1ed1i c\u01a1 b\u1ea3n, gi\u00fap sinh vi\u00ean b\u01b0\u1edbc \u0111\u1ea7u t\u00ecm hi\u1ec3u c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u00e3 thu th\u1eadp cho b\u00e0i to\u00e1n d\u1ef1 \u0111o\u00e1n.<\/span><\/p>\n

Nh\u00f3m c\u0169ng x\u00e1c \u0111\u1ecbnh ch\u1ee9c n\u0103ng n\u00e0y hi\u1ec7n m\u1edbi \u1edf m\u1ee9c th\u1eed nghi\u1ec7m. Gi\u00e1 nh\u00e0 tr\u00ean th\u1ef1c t\u1ebf ch\u1ecbu \u1ea3nh h\u01b0\u1edfng c\u1ee7a nhi\u1ec1u y\u1ebfu t\u1ed1, trong \u0111\u00f3 v\u1ecb tr\u00ed l\u00e0 m\u1ed9t bi\u1ebfn s\u1ed1 quan tr\u1ecdng. V\u00ec v\u1eady, k\u1ebft qu\u1ea3 t\u1eeb m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p \u0111\u1ec3 nghi\u00ean c\u1ee9u c\u00e1ch d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho d\u1ef1 \u0111o\u00e1n, ch\u01b0a ph\u1ea3i c\u00f4ng c\u1ee5 \u0111\u1ecbnh gi\u00e1 thay th\u1ebf c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ea9m \u0111\u1ecbnh b\u1ea5t \u0111\u1ed9ng s\u1ea3n chuy\u00ean nghi\u1ec7p.<\/span><\/p>\n

Sinh vi\u00ean n\u0103m nh\u1ea5t t\u1ea1o s\u1ea3n ph\u1ea9m \u0111\u00e1p \u1ee9ng th\u1ecb tr\u01b0\u1eddng t\u1eeb ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh tr\u00ean l\u1edbp<\/b><\/span><\/p>\n

\u201cReal Estate Price Tracker & Market Analyzer – Hanoi\u201d \u0111\u1eb7t sinh vi\u00ean tr\u01b0\u1edbc m\u1ed9t b\u00e0i to\u00e1n g\u1ed3m nhi\u1ec1u ph\u1ea7n c\u00f3 m\u1ed1i li\u00ean h\u1ec7 ch\u1eb7t ch\u1ebd. M\u1ed9t d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb tr\u00ean dashboard ph\u1ea3i tr\u1ea3i qua qu\u00e1 tr\u00ecnh thu th\u1eadp t\u1eeb ngu\u1ed3n, ki\u1ec3m tra, l\u00e0m s\u1ea1ch, l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch. Khi m\u1ed9t kh\u00e2u g\u1eb7p v\u1ea5n \u0111\u1ec1, k\u1ebft qu\u1ea3 \u1edf nh\u1eefng b\u01b0\u1edbc ph\u00eda sau c\u0169ng c\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng.<\/span><\/p>\n

Qu\u00e1 tr\u00ecnh \u0111\u00f3 gi\u00fap c\u00e1c th\u00e0nh vi\u00ean v\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c c\u1ee7a m\u00f4n \u201cAdvanced Computer Programming\u201d v\u00e0o m\u1ed9t t\u00ecnh hu\u1ed1ng c\u1ee5 th\u1ec3. B\u00ean c\u1ea1nh vi\u1ec7c vi\u1ebft ch\u01b0\u01a1ng tr\u00ecnh, nh\u00f3m ph\u1ea3i suy ngh\u0129 v\u1ec1 c\u00e1ch t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u, t\u1ed1i \u01b0u t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd v\u00e0 l\u1ef1a ch\u1ecdn h\u00ecnh th\u1ee9c tr\u00ecnh b\u00e0y \u0111\u1ec3 nh\u1eefng con s\u1ed1 tr\u1edf n\u00ean d\u1ec5 hi\u1ec3u h\u01a1n v\u1edbi ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/span><\/p>\n

\"Sinh
Sinh vi\u00ean Asia University Program \u0111\u01b0\u1ee3c khuy\u1ebfn kh\u00edch tham gia c\u00e1c ho\u1ea1t \u0111\u1ed9ng d\u1ef1 \u00e1n v\u00e0 thuy\u1ebft tr\u00ecnh \u0111\u1ec3 n\u00e2ng cao k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m, giao ti\u1ebfp v\u00e0 tr\u00ecnh b\u00e0y \u00fd t\u01b0\u1edfng<\/figcaption><\/figure>\n

Vi\u1ec7c th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u0169ng gi\u00fap sinh vi\u00ean nh\u00ecn r\u00f5 gi\u1edbi h\u1ea1n c\u1ee7a s\u1ea3n ph\u1ea9m m\u00ecnh t\u1ea1o ra. T\u1eeb k\u1ebft qu\u1ea3 hi\u1ec7n t\u1ea1i, nh\u00f3m nh\u1eadn th\u1ea5y di\u1ec7n t\u00edch ch\u01b0a \u0111\u1ee7 \u0111\u1ec3 ph\u1ea3n \u00e1nh \u0111\u1ea7y \u0111\u1ee7 gi\u00e1 tr\u1ecb c\u1ee7a m\u1ed9t b\u1ea5t \u0111\u1ed9ng s\u1ea3n. N\u1ebfu ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, c\u00e1c th\u00e0nh vi\u00ean mu\u1ed1n b\u1ed5 sung th\u00eam th\u00f4ng tin v\u1ec1 khu v\u1ef1c v\u00e0 nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m kh\u00e1c c\u1ee7a t\u00e0i s\u1ea3n, qua \u0111\u00f3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng \u01b0\u1edbc t\u00ednh gi\u00e1. Nh\u00f3m c\u0169ng d\u1ef1 ki\u1ebfn m\u1edf r\u1ed9ng ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 ho\u00e0n thi\u1ec7n dashboard \u0111\u1ec3 vi\u1ec7c so s\u00e1nh gi\u1eefa c\u00e1c khu v\u1ef1c thu\u1eadn ti\u1ec7n h\u01a1n.<\/span><\/p>\n

T\u1eeb m\u1ed9t b\u00e0i to\u00e1n quen thu\u1ed9c tr\u00ean th\u1ecb tr\u01b0\u1eddng nh\u00e0 \u1edf, sinh vi\u00ean n\u0103m nh\u1ea5t \u0111\u00e3 b\u01b0\u1edbc \u0111\u1ea7u x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c chu\u1ed7i x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb \u0111\u1ea7u v\u00e0o \u0111\u1ebfn giao di\u1ec7n hi\u1ec3n th\u1ecb v\u00e0 th\u1eed nghi\u1ec7m m\u1ed9t ch\u1ee9c n\u0103ng d\u1ef1 \u0111o\u00e1n. D\u1ef1 \u00e1n qua \u0111\u00f3 t\u1ea1o c\u01a1 h\u1ed9i \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc k\u1ebft n\u1ed1i ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh v\u1edbi d\u1eef li\u1ec7u th\u1ef1c t\u1ebf, nh\u1eadn di\u1ec7n nh\u1eefng \u0111i\u1ec3m c\u00f2n h\u1ea1n ch\u1ebf v\u00e0 ti\u1ebfp t\u1ee5c t\u00ecm c\u00e1ch c\u1ea3i thi\u1ec7n s\u1ea3n ph\u1ea9m qua t\u1eebng giai \u0111o\u1ea1n.<\/span><\/p>\n

L\u00ea Hi\u1ec1n<\/strong><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

Vi\u1ec7c theo d\u00f5i gi\u00e1 b\u1ea5t \u0111\u1ed9ng s\u1ea3n t\u1ea1i H\u00e0 N\u1ed9i th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i t\u00ecm ki\u1ebfm v\u00e0 \u0111\u1ed1i chi\u1ebfu th\u00f4ng tin t\u1eeb nhi\u1ec1u n\u1ec1n t\u1ea3ng kh\u00e1c nhau. T\u1eeb b\u00e0i to\u00e1n \u0111\u00f3, nh\u00f3m sinh vi\u00ean n\u0103m nh\u1ea5t Asia University Program \u0111\u00e3 x\u00e2y d\u1ef1ng \u201cReal Estate Price Tracker & Market Analyzer \u2013 Hanoi\u201d (H\u1ec7 th\u1ed1ng theo d\u00f5i gi\u00e1 v\u00e0 ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng b\u1ea5t \u0111\u1ed9ng s\u1ea3n H\u00e0 N\u1ed9i) nh\u1eb1m h\u1ed7 tr\u1ee3 t\u1ed5ng h\u1ee3p, ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng.\u00a0<\/span><\/p>\n","protected":false},"author":4,"featured_media":39864,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,32,17],"tags":[576,591,590,544],"class_list":["post-39853","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","category-cuoc-song-sinh-vien-o-viet-nam","category-tin-tuc-chung","tag-advanced-computer-programming","tag-du-doan-gia-nha","tag-real-estate-price-tracker-market-analyzer-hanoi","tag-sinh-vien-asia-university-program","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39853","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=39853"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39853\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/39864"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=39853"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=39853"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=39853"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}