{"id":478452,"date":"2023-08-09T09:33:05","date_gmt":"2023-08-09T09:33:05","guid":{"rendered":""},"modified":"2023-09-05T11:16:47","modified_gmt":"2023-09-05T11:16:47","slug":"plotly","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/plotly\/","title":{"rendered":"\u00e2m m\u01b0u"},"content":{"rendered":"

Plotly l\u00e0 m\u1ed9t th\u01b0 vi\u1ec7n tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd v\u00e0 linh ho\u1ea1t \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o c\u00e1c s\u01a1 \u0111\u1ed3, bi\u1ec3u \u0111\u1ed3 v\u00e0 \u0111\u1ed3 th\u1ecb t\u01b0\u01a1ng t\u00e1c v\u00e0 h\u1ea5p d\u1eabn. N\u00f3 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o tr\u1ef1c quan h\u00f3a b\u1eb1ng nhi\u1ec1u ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn ph\u1ed5 bi\u1ebfn c\u1ee7a c\u00e1c nh\u00e0 khoa h\u1ecdc, nh\u00e0 ph\u00e2n t\u00edch v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n d\u1eef li\u1ec7u. Plotly \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng tr\u01a1n tru v\u1edbi nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng l\u1eadp tr\u00ecnh kh\u00e1c nhau, bao g\u1ed3m Python, R v\u00e0 JavaScript, cung c\u1ea5p nhi\u1ec1u t\u00f9y ch\u1ecdn \u0111\u1ec3 t\u1ea1o c\u00e1c bi\u1ec3u di\u1ec5n d\u1eef li\u1ec7u \u0111\u1ed9ng v\u00e0 h\u1ea5p d\u1eabn tr\u1ef1c quan.<\/p>\n

L\u1ecbch s\u1eed ngu\u1ed3n g\u1ed1c c\u1ee7a \u00e2m m\u01b0u v\u00e0 s\u1ef1 \u0111\u1ec1 c\u1eadp \u0111\u1ea7u ti\u00ean c\u1ee7a n\u00f3<\/h2>\n

Plotly \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp v\u00e0o n\u0103m 2012 b\u1edfi Alex Johnson, Jack Parmer v\u00e0 Chris Parmer. \u00dd t\u01b0\u1edfng n\u00e0y b\u1eaft ngu\u1ed3n t\u1eeb m\u1ed1i quan t\u00e2m chung c\u1ee7a h\u1ecd trong vi\u1ec7c n\u00e2ng cao tr\u1ea3i nghi\u1ec7m tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch cho ph\u00e9p t\u01b0\u01a1ng t\u00e1c li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c y\u1ebfu t\u1ed1 h\u00ecnh \u1ea3nh. L\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u1ec1 c\u1eadp \u0111\u1ebfn Plotly c\u00f3 th\u1ec3 b\u1eaft ngu\u1ed3n t\u1eeb s\u1ef1 ra m\u1eaft ch\u00ednh th\u1ee9c c\u1ee7a \u1ee9ng d\u1ee5ng web Plotly v\u00e0o n\u0103m 2012, n\u01a1i ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c cung c\u1ea5p n\u1ec1n t\u1ea3ng \u0111\u1ec3 t\u1ea1o, chia s\u1ebb v\u00e0 c\u1ed9ng t\u00e1c tr\u00ean c\u00e1c h\u00ecnh \u1ea3nh tr\u1ef1c quan.<\/p>\n

Th\u00f4ng tin chi ti\u1ebft v\u1ec1 Plotly: M\u1edf r\u1ed9ng ch\u1ee7 \u0111\u1ec1<\/h2>\n

Plotly ho\u1ea1t \u0111\u1ed9ng tr\u00ean ki\u1ebfn tr\u00fac m\u00e1y kh\u00e1ch-m\u00e1y ch\u1ee7, cung c\u1ea5p d\u1ecbch v\u1ee5 d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y \u0111\u1ec3 l\u01b0u tr\u1eef v\u00e0 chia s\u1ebb tr\u1ef1c quan h\u00f3a \u0111\u1ed3ng th\u1eddi cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng l\u00e0m vi\u1ec7c v\u1edbi th\u01b0 vi\u1ec7n Plotly c\u1ee5c b\u1ed9 tr\u00ean m\u00e1y c\u1ee7a h\u1ecd. Th\u01b0 vi\u1ec7n Plotly cung c\u1ea5p m\u1ed9t b\u1ed9 h\u00e0m v\u00e0 ph\u01b0\u01a1ng ph\u00e1p m\u1edf r\u1ed9ng \u0111\u1ec3 t\u1ea1o nhi\u1ec1u lo\u1ea1i bi\u1ec3u \u0111\u1ed3 v\u00e0 \u0111\u1ed3 th\u1ecb kh\u00e1c nhau, gi\u00fap ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh m\u1ed9t c\u00e1ch c\u00f3 \u00fd ngh\u0129a v\u00e0 s\u00e2u s\u1eafc.<\/p>\n

S\u1ee9c m\u1ea1nh ch\u00ednh c\u1ee7a Plotly n\u1eb1m \u1edf kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c c\u1ee7a n\u00f3. N\u00f3 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng kh\u00e1m ph\u00e1 c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u, ph\u00f3ng to v\u00e0 thu nh\u1ecf, chuy\u1ec3n \u0111\u1ed5i m\u1ee9c \u0111\u1ed9 hi\u1ec3n th\u1ecb c\u1ee7a chu\u1ed7i d\u1eef li\u1ec7u nh\u1ea5t \u0111\u1ecbnh v\u00e0 di chu\u1ed9t qua c\u00e1c \u0111i\u1ec3m \u0111\u1ec3 xem th\u00f4ng tin chi ti\u1ebft. M\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c n\u00e0y t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c kh\u00e1m ph\u00e1 v\u00e0 hi\u1ec3u d\u1eef li\u1ec7u t\u1ed1t h\u01a1n, khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 v\u00f4 gi\u00e1 \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 tr\u00ecnh b\u00e0y d\u1eef li\u1ec7u.<\/p>\n

C\u1ea5u tr\u00fac b\u00ean trong c\u1ee7a Plotly: C\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Plotly<\/h2>\n

V\u1ec1 c\u1ed1t l\u00f5i, Plotly s\u1eed d\u1ee5ng c\u00e1c th\u01b0 vi\u1ec7n v\u1ebd \u0111\u1ed3 th\u1ecb d\u1ef1a tr\u00ean JavaScript \u0111\u1ec3 t\u1ea1o tr\u1ef1c quan h\u00f3a t\u01b0\u01a1ng t\u00e1c tr\u00ean web. Khi ng\u01b0\u1eddi d\u00f9ng t\u1ea1o s\u01a1 \u0111\u1ed3 b\u1eb1ng th\u01b0 vi\u1ec7n Plotly b\u1eb1ng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh t\u01b0\u01a1ng \u1ee9ng c\u1ee7a h\u1ecd, th\u01b0 vi\u1ec7n s\u1ebd li\u00ean l\u1ea1c v\u1edbi m\u00e1y ch\u1ee7 c\u1ee7a Plotly \u0111\u1ec3 hi\u1ec3n th\u1ecb tr\u1ef1c quan. M\u00e1y ch\u1ee7 x\u1eed l\u00fd vi\u1ec7c x\u1eed l\u00fd v\u00e0 t\u1ea1o \u0111\u1ea7u ra h\u00ecnh \u1ea3nh, sau \u0111\u00f3 \u0111\u01b0\u1ee3c g\u1eedi tr\u1edf l\u1ea1i giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 hi\u1ec3n th\u1ecb.<\/p>\n

M\u00e1y ch\u1ee7 Plotly h\u1ed7 tr\u1ee3 nhi\u1ec1u ch\u1ee9c n\u0103ng kh\u00e1c nhau, ch\u1eb3ng h\u1ea1n nh\u01b0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u, x\u1eed l\u00fd c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 qu\u1ea3n l\u00fd c\u00e1c t\u00ednh n\u0103ng chia s\u1ebb v\u00e0 c\u1ed9ng t\u00e1c. Ki\u1ebfn tr\u00fac n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng ngay c\u1ea3 nh\u1eefng h\u00ecnh \u1ea3nh tr\u1ef1c quan ph\u1ee9c t\u1ea1p v\u00e0 t\u1ed1n nhi\u1ec1u t\u00e0i nguy\u00ean c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ea1o v\u00e0 chia s\u1ebb m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n

Ph\u00e2n t\u00edch c\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a Plotly<\/h2>\n

Plotly t\u1ef1 h\u00e0o c\u00f3 m\u1ed9t lo\u1ea1t c\u00e1c t\u00ednh n\u0103ng g\u00f3p ph\u1ea7n l\u00e0m n\u00ean s\u1ef1 ph\u1ed5 bi\u1ebfn c\u1ee7a n\u00f3 trong l\u0129nh v\u1ef1c tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u:<\/p>\n

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    T\u01b0\u01a1ng t\u00e1c:<\/strong> Tr\u1ef1c quan h\u00f3a theo s\u01a1 \u0111\u1ed3 c\u00f3 t\u00ednh t\u01b0\u01a1ng t\u00e1c, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ph\u00f3ng to, xoay v\u00e0 di chu\u1ed9t qua c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n<\/li>\n

  2. \n

    S\u1ef1 h\u1ee3p t\u00e1c:<\/strong> N\u1ec1n t\u1ea3ng d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y c\u1ee7a Plotly cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng chia s\u1ebb v\u00e0 c\u1ed9ng t\u00e1c tr\u00ean c\u00e1c h\u00ecnh \u1ea3nh tr\u1ef1c quan m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng.<\/p>\n<\/li>\n

  3. \n

    C\u00e1c lo\u1ea1i c\u1ed1t truy\u1ec7n \u0111a d\u1ea1ng:<\/strong> Plotly h\u1ed7 tr\u1ee3 nhi\u1ec1u lo\u1ea1i bi\u1ec3u \u0111\u1ed3, bao g\u1ed3m bi\u1ec3u \u0111\u1ed3 ph\u00e2n t\u00e1n, bi\u1ec3u \u0111\u1ed3 thanh, bi\u1ec3u \u0111\u1ed3 \u0111\u01b0\u1eddng, b\u1ea3n \u0111\u1ed3 nhi\u1ec7t, v.v.<\/p>\n<\/li>\n

  4. \n

    Ch\u1ebf \u0111\u1ed9 ngo\u1ea1i tuy\u1ebfn:<\/strong> Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1ea1o tr\u1ef1c quan h\u00f3a m\u00e0 kh\u00f4ng c\u1ea7n k\u1ebft n\u1ed1i internet b\u1eb1ng ch\u1ebf \u0111\u1ed9 ngo\u1ea1i tuy\u1ebfn c\u1ee7a Plotly.<\/p>\n<\/li>\n

  5. \n

    T\u00f9y ch\u1ec9nh:<\/strong> Plotly cung c\u1ea5p c\u00e1c t\u00f9y ch\u1ecdn m\u1edf r\u1ed9ng \u0111\u1ec3 t\u00f9y ch\u1ec9nh giao di\u1ec7n c\u1ee7a c\u00e1c \u00f4, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u0111i\u1ec1u ch\u1ec9nh ch\u00fang theo nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a h\u1ecd.<\/p>\n<\/li>\n

  6. \n

    T\u00f9y ch\u1ecdn xu\u1ea5t:<\/strong> H\u00ecnh \u1ea3nh tr\u1ef1c quan c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c xu\u1ea5t \u1edf nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng kh\u00e1c nhau, ch\u1eb3ng h\u1ea1n nh\u01b0 PNG, PDF, SVG v\u00e0 HTML t\u01b0\u01a1ng t\u00e1c.<\/p>\n<\/li>\n<\/ol>\n

    C\u00e1c lo\u1ea1i c\u1ed1t truy\u1ec7n: So s\u00e1nh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng b\u1ea3ng v\u00e0 danh s\u00e1ch<\/h2>\n

    Plotly h\u1ed7 tr\u1ee3 nhi\u1ec1u lo\u1ea1i bi\u1ec3u \u0111\u1ed3, m\u1ed7i lo\u1ea1i c\u00f3 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng ri\u00eang. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 lo\u1ea1i c\u1ed1t truy\u1ec7n ph\u1ed5 bi\u1ebfn v\u00e0 m\u00f4 t\u1ea3 c\u1ee7a ch\u00fang:<\/p>\n\n\n\n\n\n\n\n\n\n\n
    Lo\u1ea1i l\u00f4 \u0111\u1ea5t<\/th>\nS\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n
    Bi\u1ec3u \u0111\u1ed3 ph\u00e2n t\u00e1n<\/td>\nHi\u1ec3n th\u1ecb c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u ri\u00eang l\u1ebb d\u01b0\u1edbi d\u1ea1ng d\u1ea5u ch\u1ea5m v\u00e0 r\u1ea5t h\u1eefu \u00edch \u0111\u1ec3 hi\u1ec3n th\u1ecb m\u1ed1i quan h\u1ec7 gi\u1eefa hai bi\u1ebfn.<\/td>\n<\/tr>\n
    Bi\u1ec3u \u0111\u1ed3 c\u1ed9t<\/td>\nS\u1eed d\u1ee5ng c\u00e1c thanh \u0111\u1ec3 bi\u1ec3u th\u1ecb d\u1eef li\u1ec7u ph\u00e2n lo\u1ea1i v\u00e0 so s\u00e1nh c\u00e1c gi\u00e1 tr\u1ecb gi\u1eefa c\u00e1c danh m\u1ee5c kh\u00e1c nhau.<\/td>\n<\/tr>\n
    Bi\u1ec3u \u0111\u1ed3 \u0111\u01b0\u1eddng<\/td>\nK\u1ebft n\u1ed1i c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng c\u00e1c \u0111\u01b0\u1eddng, l\u00fd t\u01b0\u1edfng \u0111\u1ec3 hi\u1ec3n th\u1ecb xu h\u01b0\u1edbng v\u00e0 thay \u0111\u1ed5i theo th\u1eddi gian.<\/td>\n<\/tr>\n
    B\u1ea3n \u0111\u1ed3 nhi\u1ec7t<\/td>\nTr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u00e0u s\u1eafc \u0111\u1ec3 th\u1ec3 hi\u1ec7n c\u00e1c gi\u00e1 tr\u1ecb trong ma tr\u1eadn 2D, ph\u00f9 h\u1ee3p \u0111\u1ec3 hi\u1ec3n th\u1ecb c\u00e1c m\u1ed1i t\u01b0\u01a1ng quan.<\/td>\n<\/tr>\n
    Bi\u1ec3u \u0111\u1ed3 tr\u00f2n<\/td>\nBi\u1ec3u th\u1ecb d\u1eef li\u1ec7u d\u01b0\u1edbi d\u1ea1ng c\u00e1c l\u00e1t c\u1ee7a h\u00ecnh tr\u00f2n, ph\u00f9 h\u1ee3p nh\u1ea5t \u0111\u1ec3 minh h\u1ecda t\u1ef7 l\u1ec7 c\u1ee7a t\u1ed5ng th\u1ec3.<\/td>\n<\/tr>\n
    L\u00f4 h\u1ed9p<\/td>\nHi\u1ec3n th\u1ecb m\u1ee9c ph\u00e2n b\u1ed5 d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c ph\u1ea7n t\u01b0, h\u1eefu \u00edch trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c gi\u00e1 tr\u1ecb ngo\u1ea1i l\u1ec7 v\u00e0 m\u1ee9c \u0111\u1ed9 ph\u00e2n t\u00e1n d\u1eef li\u1ec7u.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    C\u00e1ch s\u1eed d\u1ee5ng \u00e2m m\u01b0u, v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p<\/h2>\n

    C\u00e1c c\u00e1ch s\u1eed d\u1ee5ng Plotly:<\/h3>\n
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      Kh\u00e1m ph\u00e1 d\u1eef li\u1ec7u: Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c c\u1ee7a Plotly h\u1ed7 tr\u1ee3 kh\u00e1m ph\u00e1 c\u00e1c m\u1eabu v\u00e0 m\u1ed1i quan h\u1ec7 d\u1eef li\u1ec7u.<\/p>\n<\/li>\n

    2. \n

      Truy\u1ec1n d\u1eef li\u1ec7u: C\u00e1c s\u01a1 \u0111\u1ed3 h\u1ea5p d\u1eabn tr\u1ef1c quan c\u1ee7a Plotly t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c truy\u1ec1n d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3.<\/p>\n<\/li>\n

    3. \n

      T\u1ea1o b\u1ea3ng th\u00f4ng tin: Plotly th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e2y d\u1ef1ng b\u1ea3ng th\u00f4ng tin t\u01b0\u01a1ng t\u00e1c \u0111\u1ec3 theo d\u00f5i v\u00e0 b\u00e1o c\u00e1o d\u1eef li\u1ec7u.<\/p>\n<\/li>\n<\/ol>\n

      C\u00e1c v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p th\u01b0\u1eddng g\u1eb7p:<\/h3>\n
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        V\u1ea5n \u0111\u1ec1 hi\u1ec7u n\u0103ng:<\/strong> H\u00ecnh dung ph\u1ee9c t\u1ea1p \u0111\u00f4i khi c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn t\u1eafc ngh\u1ebdn hi\u1ec7u su\u1ea5t. \u0110\u1ec3 gi\u1ea3m thi\u1ec3u \u0111i\u1ec1u n\u00e0y, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a m\u00e3 c\u1ee7a h\u1ecd, gi\u1ea3m k\u00edch th\u01b0\u1edbc d\u1eef li\u1ec7u ho\u1eb7c xem x\u00e9t ch\u1ebf \u0111\u1ed9 ngo\u1ea1i tuy\u1ebfn c\u1ee7a Plotly.<\/p>\n<\/li>\n

      2. \n

        Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch:<\/strong> Ng\u01b0\u1eddi d\u00f9ng l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh kh\u00e1c nhau c\u00f3 th\u1ec3 g\u1eb7p ph\u1ea3i v\u1ea5n \u0111\u1ec1 t\u01b0\u01a1ng th\u00edch. Vi\u1ec7c s\u1eed d\u1ee5ng t\u00e0i li\u1ec7u phong ph\u00fa v\u00e0 h\u1ed7 tr\u1ee3 c\u1ed9ng \u0111\u1ed3ng c\u1ee7a Plotly c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y.<\/p>\n<\/li>\n

      3. \n

        M\u1ed1i quan t\u00e2m v\u1ec1 an ninh:<\/strong> L\u01b0u tr\u1eef d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m tr\u00ean \u0111\u00e1m m\u00e2y c\u00f3 th\u1ec3 g\u00e2y lo ng\u1ea1i v\u1ec1 b\u1ea3o m\u1eadt. S\u1eed d\u1ee5ng gi\u1ea3i ph\u00e1p t\u1ea1i ch\u1ed7 c\u1ee7a Plotly ho\u1eb7c \u1ea9n danh d\u1eef li\u1ec7u tr\u01b0\u1edbc khi t\u1ea3i l\u00ean c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y.<\/p>\n<\/li>\n<\/ol>\n

        C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m ch\u00ednh v\u00e0 so s\u00e1nh v\u1edbi c\u00e1c thu\u1eadt ng\u1eef t\u01b0\u01a1ng t\u1ef1<\/h2>\n\n\n\n\n\n\n\n\n\n\n
        \u0111\u1eb7c tr\u01b0ng<\/th>\n\u00e2m m\u01b0u<\/th>\nMatplotlib<\/th>\nggplot2 (ggplot)<\/th>\n<\/tr>\n<\/thead>\n
        T\u01b0\u01a1ng t\u00e1c<\/td>\nCao<\/td>\nTh\u1ea5p<\/td>\nTh\u1ea5p<\/td>\n<\/tr>\n
        D\u1ec5 s\u1eed d\u1ee5ng<\/td>\nV\u1eeba ph\u1ea3i<\/td>\nCao<\/td>\nV\u1eeba ph\u1ea3i<\/td>\n<\/tr>\n
        Ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh<\/td>\nPython, R, JavaScript<\/td>\nPython<\/td>\nR<\/td>\n<\/tr>\n
        T\u00f9y ch\u1ecdn t\u00f9y ch\u1ec9nh<\/td>\nR\u1ed9ng r\u00e3i<\/td>\nV\u1eeba ph\u1ea3i<\/td>\nR\u1ed9ng r\u00e3i<\/td>\n<\/tr>\n
        Giao d\u1ecbch tr\u00ean m\u1ea1ng<\/td>\n\u0110\u00fang<\/td>\nKH\u00d4NG<\/td>\nKH\u00d4NG<\/td>\n<\/tr>\n
        \u0110\u1ecbnh d\u1ea1ng xu\u1ea5t<\/td>\nKh\u00e1c nhau (PNG, PDF, SVG)<\/td>\nGi\u1edbi h\u1ea1n (PNG, PDF)<\/td>\nGi\u1edbi h\u1ea1n (PNG, PDF)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        Quan \u0111i\u1ec3m v\u00e0 c\u00f4ng ngh\u1ec7 t\u01b0\u01a1ng lai li\u00ean quan \u0111\u1ebfn Plotly<\/h2>\n

        Khi tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u ti\u1ebfp t\u1ee5c \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u1ea7m quan tr\u1ecdng trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau, Plotly d\u1ef1 ki\u1ebfn s\u1ebd v\u1eabn \u0111i \u0111\u1ea7u trong b\u1ed1i c\u1ea3nh \u0111ang ph\u00e1t tri\u1ec3n n\u00e0y. Cam k\u1ebft c\u1ee7a nh\u00e0 ph\u00e1t tri\u1ec3n v\u1ec1 vi\u1ec7c c\u1ea3i ti\u1ebfn v\u00e0 c\u1eadp nh\u1eadt li\u00ean t\u1ee5c \u0111\u1ea3m b\u1ea3o r\u1eb1ng Plotly s\u1ebd th\u00edch \u1ee9ng v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i v\u00e0 y\u00eau c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n

        C\u00e1c c\u00f4ng ngh\u1ec7 ti\u1ec1m n\u0103ng trong t\u01b0\u01a1ng lai li\u00ean quan \u0111\u1ebfn Plotly c\u00f3 th\u1ec3 bao g\u1ed3m t\u00edch h\u1ee3p m\u00e1y h\u1ecdc n\u00e2ng cao \u0111\u1ec3 c\u00f3 th\u00f4ng tin chi ti\u1ebft t\u1ef1 \u0111\u1ed9ng, tr\u1ef1c quan h\u00f3a th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng v\u00e0 t\u1ed1i \u01b0u h\u00f3a h\u01a1n n\u1eefa cho thi\u1ebft b\u1ecb di \u0111\u1ed9ng.<\/p>\n

        C\u00e1ch s\u1eed d\u1ee5ng ho\u1eb7c li\u00ean k\u1ebft m\u00e1y ch\u1ee7 proxy v\u1edbi Plotly<\/h2>\n

        C\u00e1c m\u00e1y ch\u1ee7 proxy, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c m\u00e1y ch\u1ee7 do OneProxy (oneproxy.pro) cung c\u1ea5p, c\u00f3 th\u1ec3 n\u00e2ng cao ch\u1ee9c n\u0103ng c\u1ee7a Plotly theo m\u1ed9t s\u1ed1 c\u00e1ch:<\/p>\n

          \n
        1. \n

          Truy c\u1eadp d\u1eef li\u1ec7u v\u00e0 quy\u1ec1n ri\u00eang t\u01b0:<\/strong> M\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 cho ph\u00e9p Plotly truy c\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c ngu\u1ed3n b\u1ecb h\u1ea1n ch\u1ebf ho\u1eb7c b\u1ecb ch\u1eb7n v\u1ec1 m\u1eb7t \u0111\u1ecba l\u00fd, n\u00e2ng cao t\u00ednh \u0111a d\u1ea1ng c\u1ee7a d\u1eef li\u1ec7u.<\/p>\n<\/li>\n

        2. \n

          Hi\u1ec7u su\u1ea5t:<\/strong> M\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1ee7a Plotly b\u1eb1ng c\u00e1ch gi\u1ea3m \u0111\u1ed9 tr\u1ec5 v\u00e0 cung c\u1ea5p kh\u1ea3 n\u0103ng truy xu\u1ea5t d\u1eef li\u1ec7u nhanh h\u01a1n.<\/p>\n<\/li>\n

        3. \n

          \u1ea8n danh:<\/strong> M\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 \u1ea9n danh \u0111\u1ecba ch\u1ec9 IP c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, \u0111\u1ea3m b\u1ea3o quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u c\u1ee7a h\u1ecd khi s\u1eed d\u1ee5ng Plotly tr\u1ef1c tuy\u1ebfn.<\/p>\n<\/li>\n<\/ol>\n

          Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n

          \u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 Plotly, h\u00e3y xem x\u00e9t kh\u00e1m ph\u00e1 c\u00e1c t\u00e0i nguy\u00ean sau:<\/p>\n

            \n
          1. Trang web ch\u00ednh th\u1ee9c c\u1ee7a Plotly<\/a><\/li>\n
          2. T\u00e0i li\u1ec7u v\u1ec1 \u00e2m m\u01b0u<\/a><\/li>\n
          3. Kho l\u01b0u tr\u1eef GitHub \u00e2m m\u01b0u<\/a><\/li>\n<\/ol>\n

            T\u00f3m l\u1ea1i, Plotly l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u linh ho\u1ea1t v\u00e0 m\u1ea1nh m\u1ebd, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o ra c\u00e1c h\u00ecnh \u1ea3nh tr\u1ef1c quan t\u01b0\u01a1ng t\u00e1c v\u00e0 s\u00e2u s\u1eafc. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c v\u00e0 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch v\u1edbi nhi\u1ec1u ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh kh\u00e1c nhau, Plotly ti\u1ebfp t\u1ee5c \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u trong nhi\u1ec1u ng\u00e0nh kh\u00e1c nhau. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng m\u00e1y ch\u1ee7 proxy, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 n\u00e2ng cao h\u01a1n n\u1eefa kh\u1ea3 n\u0103ng c\u1ee7a Plotly, \u0111\u1ea3m b\u1ea3o tr\u1ea3i nghi\u1ec7m tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u li\u1ec1n m\u1ea1ch v\u00e0 an to\u00e0n.<\/p>","protected":false},"featured_media":469177,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478452","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Plotly: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What is Plotly, and what can it do?","answer":"

            Plotly is a powerful data visualization library used to create interactive and visually engaging plots, charts, and graphs. It allows users to explore data patterns, communicate insights effectively, and build interactive dashboards. Plotly supports various programming languages like Python, R, and JavaScript, making it a versatile choice for data professionals.<\/p>"},{"question":"Who founded Plotly, and when was it launched?","answer":"

            Plotly was founded in 2012 by Alex Johnson, Jack Parmer, and Chris Parmer. The official launch of the Plotly web app occurred in the same year, introducing users to a platform for creating, sharing, and collaborating on visualizations.<\/p>"},{"question":"How does Plotly work internally?","answer":"

            Plotly operates on a client-server architecture. When users create plots using the Plotly library, their code communicates with Plotly's servers, where the visualization is processed and generated. The resulting output is sent back to the user's interface for display, enabling seamless and interactive visualizations.<\/p>"},{"question":"What are the key features of Plotly?","answer":"

            Plotly's key features include high interactivity, diverse plot types (scatter plots, bar charts, line graphs, heatmaps, etc.), offline mode for creating plots without internet access, extensive customization options, and support for exporting plots in various formats (PNG, PDF, SVG, and interactive HTML).<\/p>"},{"question":"What types of plots can be created using Plotly?","answer":"

            Plotly supports a wide range of plot types, including scatter plots, bar charts, line graphs, heatmaps, pie charts, and box plots. Each plot type serves specific purposes, such as displaying relationships, comparing categories, and visualizing distributions.<\/p>"},{"question":"How can I use Plotly, and what problems might I encounter?","answer":"

            Plotly can be used for data exploration, communication, and dashboard creation. Users may face performance issues with complex visualizations, but optimizing code and reducing data size can help. Compatibility with different programming languages can also be addressed by referring to Plotly's documentation and community support.<\/p>"},{"question":"How does Plotly compare to other visualization libraries like Matplotlib and ggplot2?","answer":"

            Plotly stands out with its high interactivity and extensive customization options compared to Matplotlib and ggplot2. While Matplotlib is easier to use, Plotly offers broader language support and online collaboration features. On the other hand, ggplot2, designed for R, provides comparable customization but lacks interactivity and online collaboration.<\/p>"},{"question":"What are the future perspectives and technologies related to Plotly?","answer":"

            As data visualization continues to evolve, Plotly is expected to remain at the forefront. Future technologies might include better machine learning integration, augmented reality visualization, and optimization for mobile devices.<\/p>"},{"question":"How can proxy servers be associated with Plotly, and what benefits do they offer?","answer":"

            Proxy servers, like OneProxy, can enhance Plotly's functionality by providing access to restricted data sources, improving performance, and ensuring users' data privacy and security. Proxies can also anonymize users' IP addresses, ensuring a safe and seamless data visualization experience.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/478452","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\/478452\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/469177"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=478452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}