玉米与比特币的幂律之谜

2026-06-18 14:44 36 閱讀 最新資訊
配图

玉米也能预测比特币?这个神秘规律让农民都开始考虑买币了

说到比特币的价值衡量,大家第一时间想到的是什么?是每天波动的美元价格,还是那个被无数人拿来对比的黄金?又或者是比特币和纳斯达克指数之间的此消彼长?

但你可能绝对想不到,最近有人把目光投向了——玉米。

对,你没看错,就是那个你早餐吃的玉米片、楼下的爆米花、甚至你家玉米地的那个玉米。

玉米价格的“意外发现”

美国农业比特币企业BitCorn的创始人Kevin Kimle最近搞了一个相当有趣的研究。他发现,自2013年以来,比特币和美国玉米价格之间,居然存在一种被称作“幂律关系”的稳定数学规律。

什么叫幂律关系?简单来说,就是比特币可以购买的玉米数量,随着时间推移,始终沿着一条可预测的曲线稳步增长,而不是随机波动。

Kimle的研究显示,这个模型的关系指数是5.03,R²达到了0.91。这听起来有点专业,但翻译成人话就是:这个数学模型能够解释过去13年间约91%的比特币与玉米价格比率变化。91%啊!这已经是一个相当令人震惊的数字了。

要知道,在金融领域,连那些专业的量化基金团队都不敢说自己能预测90%以上的价格走势。

为什么是玉米?而不是牛肉或者小麦?

你可能会问,为什么要用玉米来给比特币定价?用黄金、美元甚至房价不是更常见吗?

这里大有学问。Kimle认为,用玉米这类实体商品作为参照物,可以巧妙地剔除货币贬值和通胀带来的干扰。因为不管你手里拿的是美元、欧元还是日元,它们都在不断贬值,这是全球货币体系的一个已知事实。而玉米呢?它是实实在在的农作物,它的价格反映了真实的供需关系。

打个比方,你1980年用100美元在超市能买100个玉米,现在可能只能买20个。但如果你1980年用1个比特币去买玉米(当时比特币还不存在,但假设一下),现在可以用这1个比特币买到的玉米数量,可能会是当年的几十倍甚至上百倍。

这就是玉米作为参照物的魅力所在——它帮你过滤掉了货币贬值的干扰,让你看到比特币“真实购买力”的增长轨迹。

比特币的“玉米购买力”:被低估了吗?

Kimle的研究不仅仅停留在历史数据的整理,他还构建了一套Z-Score模型,用于判断比特币相对于玉米价格是否“偏贵”或者“偏便宜”。

根据这个模型,2022年底FTX崩盘期间,比特币相对于玉米的Z值曾跌至-1.84的极端负值,这意味着比特币的玉米购买力远远低于长期趋势水平,是一个极佳的买入窗口。Kimle甚至认为,那是农业生产者利用农产品收入配置比特币的最佳时机之一。

而截至2026年6月,模型显示当前Z值约为-0.68,虽然没有极端低估,但仍然低于长期均值。换句话说,从玉米购买力角度来看,比特币目前还处于“略有折扣”的状态。

为什么农民应该考虑配置比特币?

你可能会觉得,让种玉米的农民去买比特币听起来有点扯。但Kimle却认为,这对于农业行业来说,其实是一个理性的资产配置策略。

农业是一个典型的资本密集型行业,农民们长期面对的是什么?是不断上涨的种子、肥料和设备成本,是难以预测的天气和虫害,还有农产品价格的剧烈波动。在这样的环境下,通胀和货币贬值是农民最头痛的问题之一。

Kimle的建议是:对于任何资本密集型的农业企业,将部分经营利润配置到比特币中,不是投机,而是一种结构性的资产配置选择。就像你不能把所有鸡蛋放在一个篮子里一样,农民也不能把所有收入寄托在玉米价格上。

BitCorn这家公司成立的初衷,正是为了推动农业领域与比特币基础设施建设相结合,为农场主和农业企业提供新的财富管理工具。

幂律理论为什么受到追捧?

其实,用幂律理论分析比特币并非Kimle的独创。近年来,“比特币幂律理论”在加密领域已经积累了不少支持者。

美国德州农工大学梅斯商学院的副教授Korok Ray就认为,比特币固定总量2100万枚的设计,是幂律模型长期有效的重要原因。

Ray解释了一个非常有趣的观点:推动幂律模型成立的核心力量,是FOMO(害怕错过)循环。

想想看,黄金价格上涨的时候会发生什么?矿商会增加产量,加大市场供应,从而相对压制了黄金价格的上涨。但比特币不一样,它的发行速度完全由协议控制,无论价格涨到多高,矿工都无法通过提高产量来增加供应。

这种“可验证的稀缺性”使得市场参与者形成了一种持续的预期:“总会有人比你更早买入,而且他们是在供应更多、价格更低的时候买入的。”

这种预期的长期存在,推动了比特币价格沿着一条类似于幂律曲线的轨迹持续上升。

反对者说:比特币不是自然科学

然而,天上不会掉馅饼,市场从来不会给谁准确的预测答案。

Grant Thornton数字资产恢复部门副主管Adrian Morris就直言不讳地批评了这种观点。他认为,将比特币视为遵循自然规律的物理系统,本身就是一种“分类错误”。

Morris的观点很犀利:“比特币更应该被理解为一个复杂的社会技术系统。”

什么意思?就是说比特币的价格,并不是由某种自然规律决定的,而是受到经济环境、监管政策、地缘政治、投资者情绪以及资金流动等众多因素的共同影响。这些变量实在是太复杂了,单靠一个数学公式很难全部囊括进去。

按照Morris的说法:“比特币作为全球金融网络的一部分,其价格行为远比物理系统复杂得多。”

玉米真的能预测比特币未来吗?

坦白说,答案可能是否定的。

Kimle本人的观点其实很谨慎:他并不认为玉米价格会决定或预测比特币未来的走势。相反,玉米只是一个参照物,一个衡量比特币购买力变化的简单标尺。

为什么选择玉米?正是因为玉米与比特币之间缺乏直接联系。玉米价格主要由天气、种植面积、产量和全球需求等农业因素决定,与加密市场几乎没有任何直接关联。正因为这种“无关性”,玉米才能成为一个理想的基准,帮助投资者剔除货币贬值的噪音,观察到比特币真实的长期价值增长。

但即使这个规律已经持续了超过13年,谁也无法保证它未来依然有效。毕竟,规律之所以是规律,是因为它可以在极端情况下被打破。

对于普通投资者而言,“比特币与玉米”的故事提供的是一个全新的视角,一个有趣的思考工具。但它始终无法替代对宏观经济、市场情绪和加密行业基本面的综合分析。

下次你买比特币的时候,或许可以顺便想想玉米的价格。毕竟,这颗金黄色的谷物,正用自己独特的方式讲述着一个数字世界与实体经济之间奇妙的故事。

免責聲明:本文內容僅供參考,不構成投資建議。投資有風險,入市需謹慎。

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  1. CONNECT:[ UseTime:0.001004s ] mysql:host=127.0.0.1;port=3306;dbname=cjgpcs;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `g3ys_subsite` [ RunTime:0.005334s ]
  3. SELECT * FROM `g3ys_subsite` WHERE `domain` = 'www.thaifarm.asia' AND `status` = 1 LIMIT 1 [ RunTime:0.001348s ]
  4. SHOW FULL COLUMNS FROM `g3ys_config` [ RunTime:0.003906s ]
  5. SELECT `value` FROM `g3ys_config` WHERE `name` = 'timezone' AND `subsite_id` = '0' LIMIT 1 [ RunTime:0.000804s ]
  6. SELECT `id`,`type`,`name`,`value`,`is_lang` FROM `g3ys_config` WHERE `subsite_id` = '27' [ RunTime:0.003380s ]
  7. SHOW FULL COLUMNS FROM `g3ys_route` [ RunTime:0.003994s ]
  8. SELECT * FROM `g3ys_route` WHERE `status` = 1 AND `module` = 'home' AND ( `subsite_id` = '0' OR `subsite_id` = '27' ) ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001262s ]
  9. SHOW FULL COLUMNS FROM `g3ys_member` [ RunTime:0.007903s ]
  10. SELECT * FROM `g3ys_member` WHERE `id` = 0 AND `subsite_id` = '27' LIMIT 1 [ RunTime:0.001172s ]
  11. SHOW FULL COLUMNS FROM `g3ys_document` [ RunTime:0.006768s ]
  12. SELECT `id` FROM `g3ys_document` WHERE `name` = 'corn-bitcoin-power-law-purchasing-power' AND `subsite_id` = 27 AND `status` IN ('1','2') LIMIT 1 [ RunTime:0.003495s ]
  13. SELECT * FROM `g3ys_document` WHERE ( `name` = '4872' OR `id` = '4872' ) AND `subsite_id` = 27 LIMIT 1 [ RunTime:0.013137s ]
  14. SHOW TABLES LIKE 'g3ys_document_article' [ RunTime:0.004321s ]
  15. SHOW FULL COLUMNS FROM `g3ys_document_article` [ RunTime:0.002620s ]
  16. SELECT * FROM `g3ys_document_article` WHERE `document_id` = '4872' LIMIT 1 [ RunTime:0.001338s ]
  17. SHOW FULL COLUMNS FROM `g3ys_total` [ RunTime:0.003648s ]
  18. SELECT * FROM `g3ys_total` WHERE `target_id` = '4872' LIMIT 1 [ RunTime:0.000830s ]
  19. SHOW FULL COLUMNS FROM `g3ys_document_article_lang` [ RunTime:0.003334s ]
  20. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '27' AND ( LOWER(lang) = 'zh-tw' ) AND `document_id` = '4872' [ RunTime:0.004541s ]
  21. SHOW FULL COLUMNS FROM `g3ys_category` [ RunTime:0.009242s ]
  22. SELECT `id`,`pid`,`name` FROM `g3ys_category` WHERE `id` = '1255' LIMIT 1 [ RunTime:0.000831s ]
  23. SELECT * FROM `g3ys_total` WHERE `target_id` = '4872' LIMIT 1 [ RunTime:0.000756s ]
  24. UPDATE `g3ys_total` SET `view_total` = `view_total` + 1 WHERE `target_id` = '4872' [ RunTime:0.006483s ]
  25. SHOW FULL COLUMNS FROM `g3ys_record` [ RunTime:0.005905s ]
  26. INSERT INTO `g3ys_record` SET `subsite_id` = '27' , `uid` = '0' , `visitor_id` = '4fc3d0c29d6ff6b5242280a7e08a3080' , `session_id` = '569c41b3bfd0a63f140a8bf276a53b40' , `type` = 'article' , `target_id` = '4872' , `target_type` = 0 , `category_id` = '1262' , `title` = '玉米与比特币的幂律之谜' , `url` = 'https://www.thaifarm.asia/zh-tw/corn-bitcoin-power-law-purchasing-power' , `path` = '/zh-tw/corn-bitcoin-power-law-purchasing-power' , `query_string` = '' , `referer` = '' , `referer_domain` = '' , `source_type` = 'direct' , `source_domain` = '' , `search_engine` = '' , `search_keyword` = '' , `utm_source` = '' , `utm_medium` = '' , `utm_campaign` = '' , `utm_term` = '' , `utm_content` = '' , `ip` = '216.73.216.159' , `user_agent` = 'Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)' , `device_type` = 'pc' , `browser` = '其他' , `browser_version` = '' , `os` = '其他' , `os_version` = '' , `language` = '' , `is_spider` = 0 , `spider_name` = '' , `status_code` = 200 , `country` = '' , `province` = '' , `city` = '' , `district` = '' , `isp` = '' , `region_code` = '' , `geo_status` = 0 , `geo_time` = 0 , `create_time` = 1782127327 , `update_time` = 1782127327 [ RunTime:0.008967s ]
  27. SHOW FULL COLUMNS FROM `g3ys_comment` [ RunTime:0.004572s ]
  28. SELECT COUNT(*) AS think_count FROM `g3ys_comment` WHERE `target_id` = '4872' AND `pid` = '0' [ RunTime:0.001091s ]
  29. SHOW FULL COLUMNS FROM `g3ys_model` [ RunTime:0.006541s ]
  30. SELECT `id`,`name`,`title`,`field_group` FROM `g3ys_model` WHERE `extend` = 0 AND `id` <> 1 AND `subsite_id` IN ('0','27') AND `status` = 1 [ RunTime:0.001371s ]
  31. SHOW TABLES LIKE 'g3ys_paragraph' [ RunTime:0.003489s ]
  32. SHOW FULL COLUMNS FROM `g3ys_paragraph` [ RunTime:0.003301s ]
  33. SELECT * FROM `g3ys_paragraph` WHERE `document_id` = 4872 AND `subsite_id` = '27' AND `status` = 1 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.001127s ]
  34. SHOW TABLES LIKE 'g3ys_gallery' [ RunTime:0.003138s ]
  35. SHOW FULL COLUMNS FROM `g3ys_gallery` [ RunTime:0.004682s ]
  36. SELECT * FROM `g3ys_gallery` WHERE `document_id` = 4872 AND `subsite_id` = 27 AND `status` = 1 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.001135s ]
  37. SHOW TABLES LIKE 'g3ys_video' [ RunTime:0.003380s ]
  38. SHOW FULL COLUMNS FROM `g3ys_video` [ RunTime:0.002914s ]
  39. SELECT * FROM `g3ys_video` WHERE `document_id` = 4872 AND `subsite_id` = 27 AND `status` = 1 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.001028s ]
  40. SHOW TABLES LIKE 'g3ys_faq' [ RunTime:0.003534s ]
  41. SHOW FULL COLUMNS FROM `g3ys_faq` [ RunTime:0.003980s ]
  42. SELECT * FROM `g3ys_faq` WHERE `document_id` = 4872 AND `subsite_id` = 27 AND `status` = 1 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.001056s ]
  43. SHOW TABLES LIKE 'g3ys_blockquote' [ RunTime:0.003983s ]
  44. SHOW FULL COLUMNS FROM `g3ys_blockquote` [ RunTime:0.003286s ]
  45. SELECT * FROM `g3ys_blockquote` WHERE `document_id` = 4872 AND `subsite_id` = 27 AND `status` = 1 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.001094s ]
  46. SELECT * FROM `g3ys_document` WHERE `category_id` = 1262 AND `subsite_id` = 27 AND `pid` = '0' AND `status` = '1' AND ( ( sort > 0) or ( sort = 0 and id < 4872) ) ORDER BY `sort` ASC,`id` DESC LIMIT 1 [ RunTime:0.001880s ]
  47. SELECT * FROM `g3ys_document` WHERE `category_id` = 1262 AND `subsite_id` = 27 AND `pid` = '4871' AND `status` = '1' ORDER BY `sort` ASC,`id` DESC LIMIT 1 [ RunTime:0.003152s ]
  48. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '27' AND ( LOWER(lang) = 'zh-tw' ) AND `document_id` = '4871' [ RunTime:0.005456s ]
  49. SELECT * FROM `g3ys_document` WHERE `category_id` = 1262 AND `subsite_id` = 27 AND `pid` = '4872' AND `status` = '1' AND `document_type` = 0 ORDER BY `sort` DESC,`id` ASC LIMIT 1 [ RunTime:0.001728s ]
  50. SELECT * FROM `g3ys_document` WHERE `category_id` = 1262 AND `subsite_id` = 27 AND `pid` = '0' AND `status` = '1' AND `document_type` = 0 AND ( ( sort>0 and sort <= 0 and id!=4872) or ( sort = 0 and id > 4872) ) ORDER BY `sort` DESC,`id` ASC LIMIT 1 [ RunTime:0.001926s ]
  51. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '27' AND ( LOWER(lang) = 'zh-tw' ) AND `document_id` = '5010' [ RunTime:0.004319s ]
  52. SELECT `value` FROM `g3ys_config` WHERE `subsite_id` = '27' AND `name` = 'default_lang' LIMIT 1 [ RunTime:0.001209s ]
  53. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001683s ]
  54. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001339s ]
  55. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001230s ]
  56. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001350s ]
  57. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001376s ]
  58. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001262s ]
  59. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001221s ]
  60. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001211s ]
  61. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001289s ]
  62. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001322s ]
  63. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001683s ]
  64. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001311s ]
  65. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001454s ]
  66. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001237s ]
  67. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001339s ]
  68. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001228s ]
  69. SHOW FULL COLUMNS FROM `g3ys_lang` [ RunTime:0.003446s ]
  70. SELECT * FROM `g3ys_lang` WHERE ( LOWER(name) = 'zh-tw' ) AND `subsite_id` = 27 LIMIT 1 [ RunTime:0.001336s ]
  71. SELECT * FROM `g3ys_lang` WHERE ( LOWER(name) = 'zh-tw' ) AND `subsite_id` = 27 LIMIT 1 [ RunTime:0.000946s ]
  72. SELECT * FROM `g3ys_lang` WHERE ( LOWER(name) = 'zh-cn' ) AND `subsite_id` = 27 LIMIT 1 [ RunTime:0.000962s ]
  73. SELECT * FROM `g3ys_lang` WHERE ( LOWER(name) = 'en-us' ) AND `subsite_id` = 27 LIMIT 1 [ RunTime:0.000958s ]
  74. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001338s ]
  75. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002283s ]
  76. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001908s ]
  77. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001260s ]
  78. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001214s ]
  79. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002238s ]
  80. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001173s ]
  81. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001372s ]
  82. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001116s ]
  83. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001405s ]
  84. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001522s ]
  85. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001229s ]
  86. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001206s ]
  87. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001237s ]
  88. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001329s ]
  89. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001559s ]
  90. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001213s ]
  91. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001397s ]
  92. SELECT * FROM `g3ys_total` WHERE `target_id` = '4872' LIMIT 1 [ RunTime:0.001425s ]
  93. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001067s ]
  94. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001276s ]
  95. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001437s ]
  96. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001176s ]
  97. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001177s ]
  98. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001405s ]
  99. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001236s ]
  100. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001190s ]
  101. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001696s ]
  102. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001139s ]
  103. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001260s ]
  104. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001192s ]
  105. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001110s ]
  106. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001150s ]
  107. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001106s ]
  108. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002815s ]
  109. SHOW FULL COLUMNS FROM `g3ys_tags` [ RunTime:0.003272s ]
  110. SELECT * FROM `g3ys_tags` WHERE `subsite_id` = 27 AND `status` = 1 ORDER BY `sort` DESC,`id` DESC LIMIT 15 [ RunTime:0.001602s ]
  111. SHOW FULL COLUMNS FROM `g3ys_tags_lang` [ RunTime:0.004593s ]
  112. SELECT * FROM `g3ys_tags_lang` WHERE `tags_id` IN (2253,2249,2255,2251,2241,2244,2245,2250,2243,2252,2248,2246,2242,2254,2247) AND `subsite_id` = 27 AND ( LOWER(lang) = 'zh-tw' ) [ RunTime:0.003822s ]
  113. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.003095s ]
  114. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001369s ]
  115. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002549s ]
  116. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002377s ]
  117. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002894s ]
  118. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.003390s ]
  119. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.003057s ]
  120. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001143s ]
  121. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.003563s ]
  122. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.003385s ]
  123. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001215s ]
  124. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002952s ]
  125. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001436s ]
  126. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001073s ]
  127. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001192s ]
  128. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001255s ]
  129. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001303s ]
  130. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001262s ]
  131. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001339s ]
  132. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001148s ]
  133. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001200s ]
  134. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.003885s ]
  135. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002030s ]
  136. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '27' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001602s ]
0.787694s