ÈËÉú¾ÍÊDz©(ÖйúÇø)¹Ù·½ÍøÕ¾

Ïã¸ÛÆÚÆÚ×¼Õý°æ×ÊÁÏ´óÈ«ÈýÆäȨÍþ¹¥ÂÔ£º¶À¼ÒʹÓù淶ÓëÉî¶ÈÖ¸ÄÏ
admin

admin¹ÜÀíÔ±

  • ÎÄÕÂ6133
  • ä¯ÀÀ6763

Ïã¸ÛÆÚÆÚ×¼Õý°æ×ÊÁÏ´óÈ«ÈýÆäȨÍþ¹¥ÂÔ£º¶À¼ÒʹÓù淶ÓëÉî¶ÈÖ¸ÄÏ

ÈËÉú¾ÍÊDz«¡¤(ÖйúÇø)¹Ù·½ÍøÕ¾admin 2026-03-06 04:08:58 °ÄÃÅ 6763 ´Îä¯ÀÀ 0¸ö̸ÂÛ

Ïã¸ÛÆÚÆÚ×¼Õý°æ×ÊÁÏ´óÈ«ÈýÆäȨÍþ¹¥ÂÔ£º¶À¼ÒʹÓù淶ÓëÉî¶ÈÖ¸ÄÏ

ÔÚÐÅÏ¢±¬Õ¨µÄʱ´ú £¬ÔõÑù´Óº£Á¿Êý¾ÝÖÐɸѡ³ö¾«×¼¡¢¿É¿¿¡¢¾ßÓÐʱЧÐÔµÄ×ÊѶ £¬ÒѳÉΪÖÚ¶àÁìÓò´ÓÒµÕßÓëϲ»¶ÕߵĽ¹µãÐèÇó¡£ÌØÊâÊÇÔÚijЩ¶ÔÐÅϢ׼ȷÐÔÓëǰհÐÔÒªÇ󼫸ߵÄÁìÓò £¬Ò»Ì×ȨÍþ¡¢ÏµÍ³Çҹ淶µÄ×ÊÁϿ⠣¬Æä¼ÛÖµ²»ÑÇÓÚÒ»×ù½ð¿ó¡£¡°Ïã¸ÛÆÚÆÚ×¼Õý°æ×ÊÁÏ´óÈ«Èý¡±£¨ÒÔϼò³Æ¡°´óÈ«Èý¡±£©ÕýÊÇÔÚÕâÑùµÄÅä¾°Ï £¬±»ÖÚ¶à×ÊÉîÈËÊ¿Ìá¼°ºÍʹÓõÄרҵ×ÊÁÏÜöÝÍ¡£±¾ÎÄÖ¼ÔÚÌṩһ·Ý¹ØÓÚ¡°´óÈ«Èý¡±µÄ¶À¼ÒʹÓù淶ÓëÉî¶ÈÖ¸ÄÏ £¬×ÊÖúʹÓÃÕß²»µ«¡°µÃÆäÃŶøÈ롱 £¬¸üÄÜ¡°µÇÆäÌ𡱠£¬³ä·ÖÍÚ¾òÆäDZÔÚ¼ÛÖµ £¬Í¬Ê±¹æ±Ü³£¼ûµÄʹÓÃÎóÇø¡£

Ò»¡¢ ÊìϤ¡°´óÈ«Èý¡±£ºÔ´Æð¡¢¶¨Î»Óë½¹µã¼ÛÖµ

ÔÚÉîÈë̽ÌÖʹÓù淶֮ǰ £¬ÎÒÃÇÊ×ÏÈÐèÒª¶Ô¡°´óÈ«Èý¡±ÓÐÒ»¸öÇåÎú¡¢¿Í¹ÛµÄ¶¨Î»¡£Ëü²¢·ÇÒ»¸ö¹ûÕæµÄ¡¢ÃæÏò¹«¹²µÄÓéÀÖÐÔÊý¾Ý¿â £¬¶øÊÇÆðÔ´ÓÚÏã¸ÛÌØ¶¨ÐÐÒµÐÅÏ¢ÆÊÎöÁìÓò £¬¾­Óɺã¾Ã»ýÀÛ¡¢Ð£ÑéºÍϵͳ»¯ÕûÀí¶ø³ÉµÄÒ»Ì×רҵÐÔ¼«Ç¿µÄ²Î¿¼×ÊÁÏ»ã±à¡£¡°ÆÚÆÚ×¼¡±Ç¿µ÷ÁËÆäÄÚÈݸüеÄÖÜÆÚÐÔÓë¶ÔʱЧÐÔµÄ×·Ç󣻡°Õý°æ×ÊÁÏ¡±Ôò½ç¶¨ÁËÆäȪԴµÄÕýµ±ÐÔÓëÄÚÈݵÄȨÍþÐÔ £¬Çø±ðÓÚÍøÂçÉÏÈö²¥µÄÁãÐÇ¡¢¹ýʧ»òδ¾­Ö¤ÊµµÄÐÂÎÅ£»¡°´óÈ«¡±Òâζ×ÅÆäÁýÕÖÃæ¹ã £¬ÏµÍ³Ïà¶ÔÍêÕû£»¶ø¡°Èý¡±Ôò¿ÉÄÜ´ú±íÆä°æ±¾µü´ú £¬Òâζ×ÅËüÔÚǰÆÚ°æ±¾»ù´¡ÉϾÙÐÐÁË´ó×ÚµÄÊý¾ÝÔö²¹¡¢½á¹¹ÓÅ»¯ºÍ¹ýʧÐÞÕý¡£

Æä½¹µã¼ÛÖµÔÚÓÚ£º

1. Êý¾ÝµÄ½á¹¹»¯ÓëÀúÊ·Ò»Á¬ÐÔ£º ¡°´óÈ«Èý¡±½«¿´ËÆÔÓÂÒÎÞÕµÄÊг¡ÐÅÏ¢¡¢ÀúÊ·¼Í¼¡¢ÌåÏÖÊý¾ÝµÈ £¬Æ¾Ö¤ÑϽ÷µÄÂß¼­¿ò¼Ü¾ÙÐйéÀà¡¢ÅÅÐòºÍ¹ØÁª £¬ÐγÉÁ˾ßÓÐʱ¼äÐòÁÐÌØÕ÷µÄ½á¹¹»¯Êý¾Ý¿â¡£ÕâʹµÃÇ÷ÊÆÆÊÎö¡¢Ä£Ê½Ê¶±ð³ÉΪ¿ÉÄÜ¡£

2. ÐÅÏ¢µÄÉî¶ÈУÑéÓëȥα´æÕ棺 ×ÊÁÏÔÚÊÕ¼ǰ¾­ÓÉÁ˶àµÀ±È¶ÔºÍÑéÖ¤Á÷³Ì £¬¼«´ó½µµÍÁ˹ýʧÐÅÏ¢ºÍ¡°ÔëÒô¡±µÄ×ÌÈÅ £¬ÎªÊ¹ÓÃÕßÌṩÁË¿ÉÐÅÈÎµÄÆÊÎö»ùʯ¡£

3. ÆæÒìµÄÆÊÎöÊÓ½ÇÓëÑÜÉúÖ¸±ê£º ³ýÁËԭʼÊý¾Ý £¬ËüÍùÍù°üÀ¨ÓÉ×ÊÉîÆÊÎöʦ»ùÓÚԭʼÊý¾ÝÅÌËã¡¢ÑÜÉú³öµÄ¶À¼ÒÖ¸±ê¡¢Í³¼ÆÄ£×ÓºÍÊÓ²ì½áÂÛ £¬ÕâЩÊÇͨË××ÊÁϼ¯ÄÑÒÔÌṩµÄ¡°¶´²ìÁ¦¡±¡£

¶þ¡¢ ¶À¼ÒʹÓù淶£º´Ó»ñÈ¡µ½Ó¦ÓõÄÇå¾²ºÏ¹æÖ®µÀ

ʹÓÃÔÆÔÆ×¨ÒµµÄ¹¤¾ß £¬±ØÐè×ñÕÕÒ»Ì×ÑÏ¿áµÄ¹æ·¶ £¬ÒÔÈ·±£ÆäЧÓÃ×î´ó»¯ £¬Í¬Ê±×èÖ¹Ö´·¨ÓëÆ·µÂΣº¦¡£

¹æ·¶Ò»£ºÕýµ±ºÏ¹æµÄ»ñÈ¡ÇþµÀ¡£ Îñ±ØÍ¨¹ý¹Ù·½»òÊÚȨÇþµÀ»ñÈ¡¡°´óÈ«Èý¡±×ÊÁÏ¡£ÈκÎÀ´×Ô²»Ã÷ÂÛ̳¡¢µÍ¼ÛÊÛÂô»òÉù³Æ¡°ÆÆ½â°æ¡±µÄ×ÊÔ´ £¬¶¼¼«ÓпÉÄܱ»¸Ä¶¯¡¢Ö²Èë¶ñÒâ´úÂë £¬»ò±£´æÑÏÖØµÄÊý¾Ýȱʧ¡¢¹ýʧ £¬¸üÉæ¼°ÇÖռ֪ʶ²úȨ¡£Ê¹Óò»·¨ÈªÔ´µÄ×ÊÁÏ £¬²»µ«ÆÊÎö½áÂÛ²»¿É¿¿ £¬»¹¿ÉÄÜ´øÀ´²»ÐëÒªµÄÖ´·¨¾À·×¡£

¹æ·¶¶þ£ºÃ÷È·Êý¾ÝµÄ½çÏßÓë¾ÖÏÞÐÔ¡£ ûÓÐÈκÎ×ÊÁÏÊÇÍòÄܵÄ¡£¡°´óÈ«Èý¡±ÔÙȨÍþ £¬Ò²½öÊÇÆäËùÊôÁìÓòµÄÐÅÏ¢·´Ó¦ £¬²»¿ÉÌæ»»ÖÜÈ«µÄÊг¡ÊӲ졢ʵµØ¿¼²ìºÍ×ÔÁ¦µÄרҵÅжÏ¡£Ê¹ÓÃÕß±ØÐèËÕÐÑÊìϤµ½Êý¾ÝµÄÀúÊ·ÐÔ£¨·´Ó¦ÒÑÍù£©¡¢Ìض¨ÐÔ£¨ÏÞÓÚÆäÁýÕÖ¹æÄ££©ºÍ¾²Ì¬ÐÔ£¨ÐèҪ͎áʵʱ¶¯Ì¬£©¡£Çмɽ«ÆäÉñ»¯ £¬×÷ΪΨһ¾öÒéÒÀ¾Ý¡£

¹æ·¶Èý£ºÑÏ¿áµÄÄÚ²¿¹ÜÀíÓë±£ÃÜ¡£ ¹ØÓÚ»ú¹¹Óû§ £¬Ó¦½¨Éè¸Ã×ÊÁϵÄʹÓÃȨÏÞ¹ÜÀíÖÆ¶È £¬×èÖ¹ÎÞÏÞÖÆÈö²¥¡£¹ØÓÚСÎÒ˽¼ÒÓû§ £¬Ò಻ӦÔÚ¹ûÕæÍøÂçÆ½Ì¨ËæÒâ·ÖÏí¡¢ÌÖÂÛ×ÊÁϵÄÏêϸϸ½ÚÄÚÈÝ¡£Õâ¼ÈÊǶÔ֪ʶ²úȨµÄ×ðÖØ £¬Ò²ÊÇά»¤×ÊÁϼÛÖµºÍ×Ô¼ºÐÅÏ¢ÓÅÊÆµÄÐëÒª²½·¥¡£

¹æ·¶ËÄ£ºÕ¥È¡ÓÃÓÚ²»·¨¼°Í¶Æõ»î¶¯¡£ ¡°´óÈ«Èý¡±×÷ΪרҵÐÅÏ¢¹¤¾ß £¬ÆäÉè¼Æ³õÖ¾ÊÇ·þÎñÓÚÑо¿¡¢ÆÊÎöºÍÕ½ÂÔÍýÏë¡£ÑϽû½«Æä½¹µãÊý¾ÝÓÃÓÚÈκÎÐÎʽµÄ²»·¨¶Ä²©¡¢Ê¹ÓÃÊг¡»òÆäËûÎ¥·´ËùÔÚµØÖ´ÂÉÀýÔòµÄ»î¶¯¡£×ñÊØÖ´·¨µ×ÏßÊÇʹÓÃÈκι¤¾ßµÄÌõ¼þ¡£

Èý¡¢ Éî¶ÈʹÓÃÖ¸ÄÏ£ºÓâÔ½ä¯ÀÀ £¬ÊµÏÖÆÊÎö¸³ÄÜ

ÕÆÎÕÁËʹÓù淶 £¬ÎÒÃDZã¿ÉÒÔ½«ÖصãתÏòÔõÑùÉî¶ÈʹÓá°´óÈ«Èý¡± £¬½«Æä´Ó¡°ÐÅÏ¢¿â¡±×ª»¯Îª¡°ÆÊÎöÒýÇæ¡±ºÍ¡°¾öÒ鸨Öúϵͳ¡±¡£

1. ÈëÃŽ׶ΣºÊìϤ¼Ü¹¹ÓëË÷Òýϵͳ

Ê״νӴ¥Ê± £¬ÇмÉÖ±½ÓÔúÈëÊý¾Ýº£Ñó¡£Ó¦ÆÆ·Ñ×㹻ʱ¼äÑо¿ÆäĿ¼½á¹¹¡¢·ÖÀàÂß¼­¡¢Ë÷Òý·½·¨ºÍÊõÓï±í¡£Ã÷È·ËüÊÇ׼ʱ¼ä¡¢Ö÷Ìâ¡¢ÏîÄ¿Õվɶàά¶È½»Ö¯·ÖÀàµÄ¡£ÊìϤÆä¶ÀÍ̵ıàÂëϵͳ»òÒªº¦´Ê±êÇ©¡£ÕâÒ»²½ÓÌÈç»ñµÃÒ»Õž«×¼µÄµØÍ¼ £¬ÄÜÈÃÄãÔÚºóÐø²éÕÒÖÐʰ빦±¶¡£

2. ½ø½×½×¶Î£º½»Ö¯ÑéÖ¤Óë¹ØÁªÆÊÎö

²»ÒªÁæØêµØ¿´´ý¡°´óÈ«Èý¡±ÖеÄÊý¾Ý¡£ÕæÕýµÄ¼ÛÖµÔÚÓÚ¹ØÁª¡£

? ÄÚ²¿¹ØÁª£º ʹÓÃÆä½á¹¹»¯ÌØÕ÷ £¬½«²î±ð·ÖÀàϵÄÏà¹ØÊý¾ÝÌáÈ¡³öÀ´¾ÙÐбÈÕÕ¡£ÀýÈç £¬½«ºã¾ÃÀúÊ·ÌåÏÖÊý¾ÝÓëÌØ¶¨ÊÂÎñ±¬·¢Ê±¼äµãµÄÊý¾Ý±ÈÕÕ £¬ÆÊÎöÊÂÎñµÄÓ°Ï죻»ò½«²î±ðµ«Ïà¹ØÁªµÄÖ¸±ê·ÅÔÚÒ»Æð £¬ÅÌËãÏà¹ØÏµÊý £¬·¢Ã÷Òþ²ØÄ£Ê½¡£

? ÍⲿÑéÖ¤£º ½«¡°´óÈ«Èý¡±µÄ½áÂÛ»òÇ÷ÊÆ £¬ÓëÆäËûȨÍþµÄºê¹Û¾­¼ÃÊý¾Ý¡¢ÐÐÒµ±¨¸æ¡¢¹«Ë¾²Æ±¨µÈ¹ûÕæÐÅÏ¢¾ÙÐн»Ö¯ÑéÖ¤¡£Ò»ÖÂÐԸߵĽáÂÛÖÃÐŶȸü¸ß£»Èô±£´æ²î±ð £¬ÔòÐèÉîÈë̽ÌÖ²î±ðÔµ¹ÊÔ­ÓÉ £¬Õâ¿ÉÄÜÕýÊÇ·¢Ã÷ÐÂÎÊÌâ»òÆæÒì¿´·¨µÄÆõ»ú¡£

3. ¸ß½×½×¶Î£º¹¹½¨Ð¡ÎÒ˽¼ÒÆÊÎöÄ£×Ó

¹ØÓÚ×ÊÉîʹÓÃÕß £¬¿ÉÒÔ½«¡°´óÈ«Èý¡±×÷Ϊ»ù´¡Êý¾ÝÔ´ £¬µ¼È뵽רҵµÄͳ¼ÆÆÊÎöÈí¼þ£¨ÈçPythonµÄPandas¡¢NumPy £¬»òRÓïÑÔ £¬ÉõÖÁExcel¸ß¼¶Ä£×Ó£©ÖÐ £¬¹¹½¨ÊôÓÚ×Ô¼ºµÄ¶¨Á¿ÆÊÎöÄ£×Ó¡£

? Ç÷ÊÆ½¨Ä££º ʹÓÃÆä³¤Ê±¼äÐòÁÐÊý¾Ý £¬ÊµÑ齨ÉèÇ÷ÊÆÏß¡¢Òƶ¯Æ½¾ùÏß £¬»òÓ¦ÓÃARIMAµÈʱ¼äÐòÁÐÕ¹ÍûÄ£×Ó £¬¾ÙÐÐÉóÉ÷µÄÔ¶ÆÚÍÆÑÝ¡£

? Òò×ÓÆÊÎö£º ʶ±ð×ÊÁÏÖпÉÄÜÓ°ÏìЧ¹ûµÄ¶àÏî±äÁ¿£¨Òò×Ó£© £¬Í¨¹ý»Ø¹éÆÊÎöµÈÒªÁì £¬Á¿»¯¸÷Òò×ÓµÄÓ°ÏìÈ¨ÖØ £¬´Ó¶ø½¨Éè¸ü¾«×¼µÄÆÀ¹Àϵͳ¡£

? Çé¾°Ä£Ä⣺ »ùÓÚÀúÊ·Êý¾ÝÖзºÆðµÄ¼«¶ËÇéÐλòÌØ¶¨Ä£Ê½ £¬É趨²î±ðµÄ¼ÙÉèÌõ¼þ£¨¡°ÈôÊÇ¡­ÄÇô¡­¡±£© £¬¾ÙÐÐѹÁ¦²âÊÔ»òÇé¾°Ä£Äâ £¬ÆÀ¹ÀDZÔÚΣº¦Óëʱ»ú¡£

4. Í·ÄÔ²ãÃæ£º×÷ÓýÅúÅÐÐÔÊý¾ÝÍ·ÄÔ

ÕâÊÇÉî¶ÈʹÓõÄ×î¸ß¾³½ç¡£Ê¼ÖÕ¶ÔÊý¾Ý¼á³ÖÉóÉ÷µÄÅúÅÐ̬¶È£ºÕâ¸öÖ¸±êÊÇÔõÑù½ç˵µÄ£¿Í³¼Æ¿Ú¾¶ÊÇ·ñÓйýת±ä£¿Êý¾ÝÑù±¾ÊÇ·ñ×ã¹»ÖÜÈ« £¬ÊÇ·ñ±£´æÐÒ´æÕßÎó²î£¿×ÊÁÏÖÐÌṩµÄ¡°¶À¼ÒÆÊÎö¡± £¬Æä±³ºóµÄ¼ÙÉèÊÇ·ñºÏÀí£¿×÷ÓýÕâÖÖÍ·ÄÔ £¬ÄÜÈÃÄã²»±»Êý¾Ý×Ô¼ºÒÉ»ó £¬¶øÊdzÉΪ¼ÝÔ¦Êý¾ÝµÄÖ÷ÈË¡£

ËÄ¡¢ ³£¼ûÎóÇøÓë±Ü¿ÓÖ¸ÄÏ

ÔÚÏÖʵӦÓÃÖÐ £¬Ðí¶àʹÓÃÕß £¬ÓÈÆäÊÇÐÂÊÖ £¬ÈÝÒ×ÏÝÈëÒÔÏÂÎóÇø£º

ÎóÇøÒ»£ºÃ¤Ä¿¾´ÖØ £¬·ÅÆú×ÔÁ¦Ë¼Ë÷¡£ ÒÔΪ¡°´óÈ«Èý¡±ËµµÄ¾ÍÊÇÇ广½äÂÉ¡£ÇÐ¼Ç £¬ËüÌṩµÄÊÇ¡°Ëزġ±ºÍ¡°Ò»ÖÖÊӽǡ± £¬¶ø·Ç¡°±ê×¼Ãյס±¡£×îÖÕµÄÅжϱØÐèÍŽá¸üÁÉÀ«µÄÊÓÒ°ºÍСÎÒ˽¼ÒµÄרҵÖǻۡ£

ÎóÇø¶þ£º¶ÏÕÂÈ¡Òå £¬ºöÊÓÊý¾ÝÅä¾°¡£ Ö»³éÈ¡¶Ô×Ô¼º¿´·¨ÓÐÀûµÄ¼òµ¥Êý¾Ýµã £¬¶øºöÊÓÊý¾ÝµÄÕûÌåÇ÷ÊÆ¡¢²¨¶¯¹æÄ£ºÍ±¬·¢Åä¾°¡£ÈκÎÊý¾ÝÍÑÀëÆäÉÏÏÂÎͼ¿ÉÄܱ»Îó½â¡£

ÎóÇøÈý£º»úеÌ×Óà £¬ºöÊÓÇéÐÎת±ä¡£ Êг¡¹æÔò¡¢Õþ²ßÇéÐΡ¢¼ÓÈëÕßÐÐΪ¶¼ÔÚÒ»Ö±Ñݱä¡£ÒÑÍùÓÐÓõÄģʽ £¬ÔÚδÀ´Î´±ØÖØÏÖ¡£Ê¹ÓÃÀúÊ·×ÊÁÏʱ £¬±ØÐ轫¡°ÇéÐαäÁ¿¡±ÄÉÈ뿼Á¿ £¬¶¯Ì¬µ÷½âÆÊÎö¿ò¼Ü¡£

ÎóÇøËÄ£º×·Çó¶ÌÆÚ £¬È±·¦ºã¾Ã¸ú×Ù¡£ ¡°´óÈ«Èý¡±µÄ¼ÛÖµÍùÍùÔÚºã¾Ã¸ú×ٺͱÈÕÕÖвŻª³ä·ÖÕ¹ÏÖ¡£½öƾһÁ½ÆÚµÄÊý¾Ý¾ÍÍýϽáÂÛ £¬Î£º¦¼«¸ß¡£Ó¦½¨Éè°´ÆÚ²éÔÄ¡¢¸üÐÂÊý¾Ý¡¢ÐÞÕýÄ£×ÓµÄϰ¹ß¡£

×ÛÉÏËùÊö £¬¡°Ïã¸ÛÆÚÆÚ×¼Õý°æ×ÊÁÏ´óÈ«Èý¡±ÊÇÒ»°Ñ¼âÈñ¶ø×¨ÒµµÄ¡°ÊÖÊõµ¶¡± £¬¶ø·ÇÈËÈË¿ÉÓõġ°²Íµ¶¡±¡£ËüµÄ¼Ûֵʩչ £¬Íêȫȡ¾öÓÚʹÓÃÕßÊÇ·ñÒԺϹæÎªÌõ¼þ £¬ÒÔÉî¶ÈÃ÷ȷΪ»ù´¡ £¬ÒÔÅúÅÐÍ·ÄÔΪָÒý £¬ÒÔÆÊÎöÊÖÒÕΪÊֶΡ£Í¨¹ý×ñÕÕÑÏ¿áµÄ¹æ·¶ £¬²¢ÉîÈëÕÆÎմӼܹ¹ÊìϤµ½Ä£×Ó¹¹½¨µÄÈ«Á´ÌõʹÓü¼ÇÉ £¬Ê¹ÓÃÕß·½ÄÜÕæÕý½âËøÕâ×ùÐÅÏ¢±¦¿âµÄÄÜÁ¿ £¬ÔÚÖØ´óµÄÇéÐÎÖÐ £¬»ñµÃ¸üÇåÎú¡¢¸üÉî¿Ì¡¢¸ü¾ßǰհÐԵĶ´²ì £¬´Ó¶øÎª×ÔÉíµÄרҵÅжϺÍÕ½ÂÔ¾öÒéÌṩ¼áʵ¿É¿¿µÄÖ§³Ö¡£Õâ·ÝÖ¸ÄϵÄÄ¿µÄ £¬ÕýÊÇÏ£ÍûÖ¸µ¼Ã¿Ò»Î»Ê¹ÓÃÕß×ßÉÏÕâÌõ´Ó¡°ÓµÓÐ×ÊÁÏ¡±µ½¡°¼ÝÔ¦ÐÅÏ¢¡±µÄ½ø½×֮·¡£

±¾ÎÄÎÊÌ⣺¡¶Ïã¸ÛÆÚÆÚ×¼Õý°æ×ÊÁÏ´óÈ«ÈýÆäȨÍþ¹¥ÂÔ£º¶À¼ÒʹÓù淶ÓëÉî¶ÈÖ¸ÄÏ¡·

ÈËÉú¾ÍÊDz«¡¤(ÖйúÇø)¹Ù·½ÍøÕ¾
ÿһÌì £¬Ã¿Ò»Ãë £¬ÄãËù×öµÄ¾öÒé¶¼»á¸Ä±äÄãµÄÈËÉú£¡

½ÒÏþ̸ÂÛ

¿ì½Ý»Ø¸´£º

̸ÂÛÁÐ±í £¨ÔÝÎÞ̸ÂÛ £¬6763ÈËΧ¹Û£©¼ÓÈëÌÖÂÛ

»¹Ã»ÓÐ̸ÂÛ £¬À´ËµÁ½¾ä°É...

Top
ÍøÕ¾µØÍ¼