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Evolutionary Game Theory

Classical game theory, with its mathematical beauty and complexity, has received criticism exactly for being too demanding of computational capability. People complain that that much of the calculation is simply not human. The criticizing contributions come directly from the empirical, experimental and behavioral literature. As a result, the narrative in theoretical literature has shifted substantially from the hyper-rational agent to less demanding, more realistic assumptions. The inspiration for this comes from observing nature.

Nature plays a game that spans billions of years, without any conscious effort on calculation, but sometimes its solution becomes our definition of perfect. How does that happen? Naturally, the idea of evolution in nature originates in biology. The line of thought can be traced back to Darwin and the accumulated contribution before him. Darwin was an enthusiast and his meticulous observations brought this idea together as we know it today. But in 1973, it was Maynard Smith, another biologist, who formally brought game theory and evolution together. He observed that animals have many conflicts but that not all these conflicts lead to war. Because war is a loss for both sides, they develop rituals to show strength and then back down. Maynard Smith analyzed this situation in the form of a game using the language of evolution for the first time. From this point, game theorists started to apply the mechanism of the survival of the fittest to treat social interactions. In other words, we put cultural norms as units under a selection and mutation process. It is worth mentioning that generalized Darwinism (this term is coined by Dawkins, 1983) has gained ground in many critical fields such as economics and technology (with the genetic algorithm).

In game theory and economics, the evolutionary approach simply exploits the large number effect. It lets a population of many individuals play the game or let the game be played over and over again by an individual. The player may not have the ability to do complex optimization but she learns by trial and error. This approach shows that a simple motivation at the individual level (i.e. payoff responsiveness) can make remarkable patterns emerge at macro level. For example, evolutionary game theory has been offering many explanations for questions such as: How does the social norm emerge in society? What is the rationale for property rights? How is it that different societies divide the pie differently? In fact, in many cases, this approach leads to the same hyper solutions that are already established in the game theory's classical literature.

 

Dawkins, R., 1983. Universal Darwinism. In: Bendall, D.S. (Ed.), Evolution from Molecules to Man.  Cambridge University Press, Cambridge, pp. 403-425.

Maynard Smith, J.. Evolution and Theory of Games. Cambridge University Press, 1982.

Maynard Smith J. and Price G.R. 1973. The logic of animal conflict. Nature 246: 1518.

Maynard Smith J. and Szathmary E. 1995. The Major Transitions in Evolution. Oxford University Press, Oxford

 

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      • Illuminate\Database\Events\QueryExecuted (1.2ms)
      • eloquent.retrieved: App\Models\SubjectCat (84μs)
      • Illuminate\Cache\Events\KeyWritten (628μs)
      • Illuminate\Cache\Events\CacheHit (206μs)
      • Illuminate\Cache\Events\CacheHit (183μs)
      • Illuminate\Cache\Events\CacheHit (154μs)
      • Illuminate\Cache\Events\CacheHit (8.87ms)
      • Illuminate\Cache\Events\CacheHit (417μs)
      • Illuminate\Cache\Events\CacheHit (207μs)
      • Illuminate\Cache\Events\CacheHit (227μs)
      • Illuminate\Cache\Events\CacheMissed (285μs)
      • Illuminate\Database\Events\StatementPrepared (2.56ms)
      • Illuminate\Database\Events\QueryExecuted (2.49ms)
      • eloquent.retrieved: App\Models\SubjectCat (92μs)
      • Illuminate\Cache\Events\KeyWritten (407μs)
      • Illuminate\Cache\Events\CacheHit (281μs)
      • Illuminate\Cache\Events\CacheHit (215μs)
      • Illuminate\Cache\Events\CacheHit (286μs)
      • Illuminate\Cache\Events\CacheHit (216μs)
      • Illuminate\Cache\Events\CacheHit (283μs)
      • Illuminate\Cache\Events\CacheHit (192μs)
      • Illuminate\Cache\Events\CacheHit (253μs)
      • Illuminate\Cache\Events\CacheHit (187μs)
      • Illuminate\Cache\Events\CacheHit (158μs)
      • Illuminate\Cache\Events\CacheHit (184μs)
      • Illuminate\Cache\Events\CacheHit (169μs)
      • Illuminate\Cache\Events\CacheHit (294μs)
      • Illuminate\Cache\Events\CacheHit (414μs)
      • Illuminate\Cache\Events\CacheHit (471μs)
      • Illuminate\Cache\Events\CacheHit (244μs)
      • Illuminate\Cache\Events\CacheMissed (616μs)
      • Illuminate\Database\Events\StatementPrepared (4.81ms)
      • Illuminate\Database\Events\QueryExecuted (1.22ms)
      • eloquent.retrieved: App\Models\SubjectCat (132μs)
      • Illuminate\Cache\Events\KeyWritten (577μs)
      • Illuminate\Cache\Events\CacheHit (330μs)
      • Illuminate\Cache\Events\CacheHit (247μs)
      • Illuminate\Cache\Events\CacheHit (164μs)
      • Illuminate\Cache\Events\CacheHit (186μs)
      • Illuminate\Cache\Events\CacheHit (1.62ms)
      • Illuminate\Cache\Events\CacheHit (187μs)
      • Illuminate\Cache\Events\CacheHit (258μs)
      • Illuminate\Cache\Events\CacheHit (204μs)
      • Illuminate\Cache\Events\CacheHit (154μs)
      • Illuminate\Cache\Events\CacheHit (225μs)
      • Illuminate\Cache\Events\CacheHit (160μs)
      • Illuminate\Cache\Events\CacheHit (254μs)
      • Illuminate\Cache\Events\CacheHit (172μs)
      • creating: components.tutors-card (1.73ms)
      • composing: components.tutors-card (69μs)
      • Illuminate\Database\Events\StatementPrepared (1.3ms)
      • Illuminate\Database\Events\QueryExecuted (1.98ms)
      • Illuminate\Cache\Events\CacheHit (2.54ms)
      • Illuminate\Cache\Events\CacheHit (11.41ms)
      • Illuminate\Cache\Events\CacheHit (1.78ms)
      • Illuminate\Cache\Events\CacheHit (247μs)
      • Illuminate\Cache\Events\CacheHit (189μs)
      • Illuminate\Cache\Events\CacheHit (153μs)
      • Illuminate\Cache\Events\CacheHit (392μs)
      • Illuminate\Cache\Events\CacheHit (163μs)
      • Illuminate\Cache\Events\CacheHit (228μs)
      • Illuminate\Cache\Events\CacheHit (165μs)
      • Illuminate\Cache\Events\CacheMissed (305μs)
      • Illuminate\Database\Events\StatementPrepared (4.03ms)
      • Illuminate\Database\Events\QueryExecuted (1.14ms)
      • eloquent.retrieved: App\Models\SubjectCat (118μs)
      • Illuminate\Cache\Events\KeyWritten (441μs)
      • Illuminate\Cache\Events\CacheHit (376μs)
      • Illuminate\Cache\Events\CacheHit (1.61ms)
      • Illuminate\Cache\Events\CacheHit (354μs)
      • Illuminate\Cache\Events\CacheHit (248μs)
      • Illuminate\Cache\Events\CacheHit (317μs)
      • Illuminate\Cache\Events\CacheHit (184μs)
      • Illuminate\Cache\Events\CacheHit (181μs)
      • Illuminate\Cache\Events\CacheHit (217μs)
      • Illuminate\Cache\Events\CacheHit (157μs)
      • Illuminate\Cache\Events\CacheHit (180μs)
      • Illuminate\Cache\Events\CacheHit (187μs)
      • Illuminate\Cache\Events\CacheHit (295μs)
      • Illuminate\Cache\Events\CacheHit (191μs)
      • Illuminate\Cache\Events\CacheHit (199μs)
      • Illuminate\Cache\Events\CacheHit (683μs)
      • Illuminate\Cache\Events\CacheHit (220μs)
      • Illuminate\Cache\Events\CacheHit (190μs)
      • Illuminate\Cache\Events\CacheHit (200μs)
      • Illuminate\Cache\Events\CacheHit (132μs)
      • Illuminate\Cache\Events\CacheHit (197μs)
      • Illuminate\Cache\Events\CacheHit (123μs)
      • Illuminate\Cache\Events\CacheHit (120μs)
      • Illuminate\Cache\Events\CacheHit (152μs)
      • Illuminate\Cache\Events\CacheHit (368μs)
      • Illuminate\Cache\Events\CacheHit (177μs)
      • Illuminate\Cache\Events\CacheHit (195μs)
      • Illuminate\Cache\Events\CacheHit (222μs)
      • Illuminate\Cache\Events\CacheHit (211μs)
      • Illuminate\Cache\Events\CacheHit (236μs)
      • Illuminate\Cache\Events\CacheHit (284μs)
      • Illuminate\Cache\Events\CacheHit (175μs)
      • Illuminate\Cache\Events\CacheHit (203μs)
      • Illuminate\Cache\Events\CacheHit (162μs)
      • Illuminate\Cache\Events\CacheHit (169μs)
      • Illuminate\Cache\Events\CacheHit (157μs)
      • Illuminate\Cache\Events\CacheHit (288μs)
      • Illuminate\Cache\Events\CacheHit (176μs)
      • Illuminate\Cache\Events\CacheHit (198μs)
      • Illuminate\Cache\Events\CacheHit (165μs)
      • Illuminate\Cache\Events\CacheHit (200μs)
      • Illuminate\Cache\Events\CacheHit (165μs)
      • Illuminate\Cache\Events\CacheHit (195μs)
      • Illuminate\Cache\Events\CacheHit (213μs)
      • Illuminate\Cache\Events\CacheHit (193μs)
      • Illuminate\Cache\Events\CacheHit (137μs)
      • Illuminate\Cache\Events\CacheHit (175μs)
      • Illuminate\Cache\Events\CacheHit (131μs)
      • Illuminate\Cache\Events\CacheHit (142μs)
      • Illuminate\Cache\Events\CacheHit (170μs)
      • Illuminate\Cache\Events\CacheHit (242μs)
      • Illuminate\Cache\Events\CacheHit (263μs)
      • Illuminate\Cache\Events\CacheHit (226μs)
      • Illuminate\Cache\Events\CacheHit (166μs)
      • Illuminate\Cache\Events\CacheHit (207μs)
      • Illuminate\Cache\Events\CacheHit (171μs)
      • Illuminate\Cache\Events\CacheHit (215μs)
      • Illuminate\Cache\Events\CacheHit (275μs)
      • Illuminate\Cache\Events\CacheHit (223μs)
      • Illuminate\Cache\Events\CacheHit (174μs)
      • Illuminate\Cache\Events\CacheHit (207μs)
      • Illuminate\Cache\Events\CacheHit (165μs)
      • Illuminate\Cache\Events\CacheHit (187μs)
      • Illuminate\Cache\Events\CacheHit (167μs)
      • Illuminate\Cache\Events\CacheHit (353μs)
      • Illuminate\Cache\Events\CacheHit (176μs)
      • Illuminate\Cache\Events\CacheHit (194μs)
      • Illuminate\Cache\Events\CacheHit (124μs)
      • Illuminate\Cache\Events\CacheHit (181μs)
      • Illuminate\Cache\Events\CacheHit (187μs)
      • Illuminate\Cache\Events\CacheHit (222μs)
      • Illuminate\Cache\Events\CacheHit (265μs)
      • Illuminate\Cache\Events\CacheHit (205μs)
      • Illuminate\Cache\Events\CacheHit (169μs)
      • Illuminate\Cache\Events\CacheHit (195μs)
      • Illuminate\Cache\Events\CacheHit (411μs)
      • Illuminate\Cache\Events\CacheHit (211μs)
      • Illuminate\Cache\Events\CacheHit (178μs)
      • Illuminate\Cache\Events\CacheHit (200μs)
      • Illuminate\Cache\Events\CacheHit (292μs)
      • Illuminate\Cache\Events\CacheHit (215μs)
      • Illuminate\Cache\Events\CacheHit (166μs)
      • Illuminate\Cache\Events\CacheHit (228μs)
      • Illuminate\Cache\Events\CacheHit (193μs)
      • Illuminate\Cache\Events\CacheHit (226μs)
      • Illuminate\Cache\Events\CacheHit (242μs)
      • Illuminate\Cache\Events\CacheHit (206μs)
      • Illuminate\Cache\Events\CacheHit (160μs)
      • creating: components.tutors-card (1.03ms)
      • composing: components.tutors-card (191μs)
      • Illuminate\Database\Events\StatementPrepared (1.19ms)
      • Illuminate\Database\Events\QueryExecuted (956μs)
      • Illuminate\Cache\Events\CacheMissed (1.54ms)
      • Illuminate\Cache\Events\CacheMissed (2.88ms)
      • Illuminate\Database\Events\StatementPrepared (1.33ms)
      • Illuminate\Database\Events\QueryExecuted (9.12ms)
      • eloquent.retrieved: App\Models\Subject (117μs)
      • eloquent.retrieved: App\Models\Subject (22μs)
      • eloquent.retrieved: App\Models\Subject (13μs)
      • eloquent.retrieved: App\Models\Subject (12μs)
      • eloquent.retrieved: App\Models\Subject (9μs)
      • eloquent.retrieved: App\Models\Subject (9μs)
      • eloquent.retrieved: App\Models\Subject (9μs)
      • eloquent.retrieved: App\Models\Subject (9μs)
      • eloquent.retrieved: App\Models\Subject (9μs)
      • eloquent.retrieved: App\Models\Subject (20μs)
      • eloquent.retrieved: App\Models\Subject (6μs)
      • eloquent.retrieved: App\Models\Subject (6μs)
      • eloquent.retrieved: App\Models\Subject (6μs)
      • eloquent.retrieved: App\Models\Subject (5μs)
      • Illuminate\Database\Events\StatementPrepared (701μs)
      • Illuminate\Database\Events\QueryExecuted (1.42ms)
      • eloquent.retrieved: App\Models\SubjectCat (216μs)
      • eloquent.retrieved: App\Models\SubjectCat (26μs)
      • eloquent.retrieved: App\Models\SubjectCat (12μs)
      • eloquent.retrieved: App\Models\SubjectCat (10μs)
      • Illuminate\Cache\Events\KeyWritten (1.84ms)
      • Illuminate\Cache\Events\KeyWritten (617μs)
      • Illuminate\Cache\Events\CacheHit (892μs)
      • Illuminate\Cache\Events\CacheHit (640μs)
      • Illuminate\Cache\Events\CacheHit (173μs)
      • Illuminate\Cache\Events\CacheHit (184μs)
      • Illuminate\Cache\Events\CacheHit (166μs)
      • Illuminate\Cache\Events\CacheHit (433μs)
      • Illuminate\Cache\Events\CacheHit (165μs)
      • Illuminate\Cache\Events\CacheHit (218μs)
      • Illuminate\Cache\Events\CacheHit (170μs)
      • Illuminate\Cache\Events\CacheHit (190μs)
      • Illuminate\Cache\Events\CacheHit (171μs)
      • Illuminate\Cache\Events\CacheHit (1.56ms)
      • Illuminate\Cache\Events\CacheHit (267μs)
      • Illuminate\Cache\Events\CacheHit (273μs)
      • Illuminate\Cache\Events\CacheHit (186μs)
      • Illuminate\Cache\Events\CacheHit (381μs)
      • Illuminate\Cache\Events\CacheHit (173μs)
      • Illuminate\Cache\Events\CacheHit (219μs)
      • Illuminate\Cache\Events\CacheHit (233μs)
      • Illuminate\Cache\Events\CacheHit (390μs)
      • Illuminate\Cache\Events\CacheHit (236μs)
      • Illuminate\Cache\Events\CacheHit (193μs)
      • Illuminate\Cache\Events\CacheHit (186μs)
      • Illuminate\Cache\Events\CacheHit (316μs)
      • Illuminate\Cache\Events\CacheHit (203μs)
      • Illuminate\Cache\Events\CacheHit (302μs)
      • Illuminate\Cache\Events\CacheHit (183μs)
      • Illuminate\Cache\Events\CacheHit (198μs)
      • Illuminate\Cache\Events\CacheHit (154μs)
      • creating: components.tutors-card (652μs)
      • composing: components.tutors-card (70μs)
      • Illuminate\Database\Events\StatementPrepared (2.15ms)
      • Illuminate\Database\Events\QueryExecuted (5.89ms)
      • Illuminate\Cache\Events\CacheHit (396μs)
      • Illuminate\Cache\Events\CacheHit (769μs)
      • Illuminate\Cache\Events\CacheHit (701μs)
      • Illuminate\Cache\Events\CacheHit (406μs)
      • Illuminate\Cache\Events\CacheHit (288μs)
      • Illuminate\Cache\Events\CacheHit (182μs)
      • Illuminate\Cache\Events\CacheHit (217μs)
      • Illuminate\Cache\Events\CacheHit (167μs)
      • Illuminate\Cache\Events\CacheHit (185μs)
      • Illuminate\Cache\Events\CacheHit (161μs)
      • Illuminate\Cache\Events\CacheHit (174μs)
      • Illuminate\Cache\Events\CacheHit (171μs)
      • Illuminate\Cache\Events\CacheHit (194μs)
      • Illuminate\Cache\Events\CacheHit (175μs)
      • creating: components.tutors-card (444μs)
      • composing: components.tutors-card (156μs)
      • Illuminate\Database\Events\StatementPrepared (9.19ms)
      • Illuminate\Database\Events\QueryExecuted (8.58ms)
      • Illuminate\Cache\Events\CacheHit (565μs)
      • Illuminate\Cache\Events\CacheHit (10.07ms)
      • Illuminate\Cache\Events\CacheHit (12.17ms)
      • Illuminate\Cache\Events\CacheHit (198μs)
      • Illuminate\Cache\Events\CacheHit (2.53ms)
      • Illuminate\Cache\Events\CacheHit (438μs)
      • Illuminate\Cache\Events\CacheHit (364μs)
      • Illuminate\Cache\Events\CacheHit (266μs)
      • Illuminate\Cache\Events\CacheHit (229μs)
      • Illuminate\Cache\Events\CacheHit (373μs)
      • Illuminate\Cache\Events\CacheHit (408μs)
      • Illuminate\Cache\Events\CacheHit (196μs)
      • Illuminate\Cache\Events\CacheHit (228μs)
      • Illuminate\Cache\Events\CacheHit (175μs)
      • Illuminate\Cache\Events\CacheHit (235μs)
      • Illuminate\Cache\Events\CacheHit (268μs)
      • Illuminate\Cache\Events\CacheHit (237μs)
      • Illuminate\Cache\Events\CacheHit (173μs)
      • Illuminate\Cache\Events\CacheHit (191μs)
      • Illuminate\Cache\Events\CacheHit (150μs)
      • Illuminate\Cache\Events\CacheHit (197μs)
      • Illuminate\Cache\Events\CacheHit (225μs)
      • Illuminate\Cache\Events\CacheHit (211μs)
      • Illuminate\Cache\Events\CacheHit (153μs)
      • Illuminate\Cache\Events\CacheHit (179μs)
      • Illuminate\Cache\Events\CacheHit (141μs)
      • Illuminate\Cache\Events\CacheHit (171μs)
      • Illuminate\Cache\Events\CacheHit (160μs)
      • Illuminate\Cache\Events\CacheHit (184μs)
      • Illuminate\Cache\Events\CacheHit (8.27ms)
      • Illuminate\Cache\Events\CacheHit (375μs)
      • Illuminate\Cache\Events\CacheHit (526μs)
      • Illuminate\Cache\Events\CacheHit (327μs)
      • Illuminate\Cache\Events\CacheHit (180μs)
      • Illuminate\Cache\Events\CacheHit (195μs)
      • Illuminate\Cache\Events\CacheHit (157μs)
      • Illuminate\Cache\Events\CacheHit (177μs)
      • Illuminate\Cache\Events\CacheHit (265μs)
      • Illuminate\Cache\Events\CacheHit (228μs)
      • Illuminate\Cache\Events\CacheHit (168μs)
      • Illuminate\Cache\Events\CacheHit (201μs)
      • Illuminate\Cache\Events\CacheHit (164μs)
      • Illuminate\Cache\Events\CacheHit (183μs)
      • Illuminate\Cache\Events\CacheHit (170μs)
      • Illuminate\Cache\Events\CacheHit (206μs)
      • Illuminate\Cache\Events\CacheHit (1.78ms)
      • Illuminate\Cache\Events\CacheHit (742μs)
      • Illuminate\Cache\Events\CacheHit (226μs)
      • Illuminate\Cache\Events\CacheHit (34.81ms)
      • Illuminate\Cache\Events\CacheHit (350μs)
      • Illuminate\Cache\Events\CacheHit (252μs)
      • Illuminate\Cache\Events\CacheHit (181μs)
      • Illuminate\Cache\Events\CacheHit (204μs)
      • Illuminate\Cache\Events\CacheHit (172μs)
      • Illuminate\Cache\Events\CacheHit (220μs)
      • Illuminate\Cache\Events\CacheHit (160μs)
      • Illuminate\Cache\Events\CacheHit (198μs)
      • Illuminate\Cache\Events\CacheHit (160μs)
      • Illuminate\Cache\Events\CacheHit (194μs)
      • Illuminate\Cache\Events\CacheHit (162μs)
      • creating: site.blocks.subject-homework (17.29ms)
      • composing: site.blocks.subject-homework (32μs)
      • eloquent.booting: App\Models\HomeworkLibrary\HomeworkLibrary (174μs)
      • eloquent.booted: App\Models\HomeworkLibrary\HomeworkLibrary (142μs)
      • Illuminate\Database\Events\StatementPrepared (3.1ms)
      • Illuminate\Database\Events\QueryExecuted (3.35ms)
      • Illuminate\Database\Events\StatementPrepared (1.37ms)
      • Illuminate\Database\Events\QueryExecuted (1.94ms)
      • eloquent.retrieved: App\Models\HomeworkLibrary\HomeworkLibrary (5.4ms)
      • Illuminate\Database\Events\StatementPrepared (8.14ms)
      • Illuminate\Database\Events\QueryExecuted (2.23ms)
      • eloquent.retrieved: App\Models\Subject (834μs)
      • Illuminate\Database\Events\StatementPrepared (4.68ms)
      • Illuminate\Database\Events\QueryExecuted (4.62ms)
      • eloquent.retrieved: App\Models\SubjectCat (134μs)
      • creating: components.homework-blocks (286μs)
      • composing: components.homework-blocks (115μs)
      • creating: site.blocks.reviews (589μs)
      • composing: site.blocks.reviews (24μs)
      • creating: site.blocks.submit-homework (174μs)
      • composing: site.blocks.submit-homework (19μs)
      • creating: site.blocks.faq (92μs)
      • composing: site.blocks.faq (16μs)
      • eloquent.booting: App\Models\Twill\TwillFaq (134μs)
      • eloquent.booted: App\Models\Twill\TwillFaq (172μs)
      • eloquent.booting: App\Models\Twill\Slugs\TwillFaqSlug (283μs)
      • eloquent.booted: App\Models\Twill\Slugs\TwillFaqSlug (70μs)
      • Illuminate\Database\Events\StatementPrepared (4.03ms)
      • Illuminate\Database\Events\QueryExecuted (2.2ms)
      • eloquent.retrieved: App\Models\Twill\TwillFaq (215μs)
      • Illuminate\Database\Events\StatementPrepared (6.91ms)
      • Illuminate\Database\Events\QueryExecuted (2.58ms)
      • eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (4.41ms)
      • eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (56μs)
      • creating: components.faq-item (226μs)
      • composing: components.faq-item (130μs)
      • Illuminate\Database\Events\StatementPrepared (8.66ms)
      • Illuminate\Database\Events\QueryExecuted (3.88ms)
      • eloquent.retrieved: App\Models\Twill\TwillFaq (271μs)
      • Illuminate\Database\Events\StatementPrepared (3.66ms)
      • Illuminate\Database\Events\QueryExecuted (1.39ms)
      • eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (117μs)
      • eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (77μs)
      • creating: components.faq-item (223μs)
      • composing: components.faq-item (59μs)
      • Illuminate\Database\Events\StatementPrepared (4.15ms)
      • Illuminate\Database\Events\QueryExecuted (2.75ms)
      • eloquent.retrieved: App\Models\Twill\TwillFaq (214μs)
      • Illuminate\Database\Events\StatementPrepared (6.03ms)
      • Illuminate\Database\Events\QueryExecuted (1.45ms)
      • eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (132μs)
      • creating: components.faq-item (120μs)
      • composing: components.faq-item (212μs)
      • Illuminate\Database\Events\StatementPrepared (9.72ms)
      • Illuminate\Database\Events\QueryExecuted (6.17ms)
      • eloquent.retrieved: App\Models\Twill\TwillFaq (179μs)
      • Illuminate\Database\Events\StatementPrepared (7.03ms)
      • Illuminate\Database\Events\QueryExecuted (4.66ms)
      • eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (127μs)
      • creating: components.faq-item (116μs)
      • composing: components.faq-item (62μs)
      • creating: site.blocks.text-with-image (353μs)
      • composing: site.blocks.text-with-image (24μs)
      • creating: site.blocks.work-with-tutors (219μs)
      • composing: site.blocks.work-with-tutors (22μs)
      • creating: site.layouts.app (235μs)
      • composing: site.layouts.app (20μs)
      • creating: components.canonical (394μs)
      • composing: components.canonical (105μs)
      • creating: components.open-graph (167μs)
      • composing: components.open-graph (74μs)
      • creating: site.headers.header (370μs)
      • composing: site.headers.header (86μs)
      • Illuminate\Cache\Events\CacheHit (2.22ms)
      • creating: components.footer (88μs)
      • composing: components.footer (93μs)
      • Illuminate\Cache\Events\CacheHit (1.1ms)
      • Illuminate\Cache\Events\CacheHit (389μs)
      • Illuminate\Cache\Events\CacheHit (285μs)
      • Illuminate\Cache\Events\CacheHit (201μs)
      • Illuminate\Cache\Events\CacheHit (195μs)
      • Illuminate\Cache\Events\CacheHit (372μs)
      • Illuminate\Cache\Events\CacheHit (314μs)
      • Illuminate\Cache\Events\CacheHit (321μs)
      • Illuminate\Cache\Events\CacheHit (407μs)
      • Illuminate\Cache\Events\CacheHit (227μs)
      • Illuminate\Cache\Events\CacheHit (273μs)
      • Illuminate\Cache\Events\CacheHit (202μs)
      • Illuminate\Cache\Events\CacheHit (205μs)
      • Illuminate\Cache\Events\CacheHit (271μs)
      • creating: components.forms.contact-us (247μs)
      • composing: components.forms.contact-us (178μs)
      • creating: components.forms.get-started (141μs)
      • composing: components.forms.get-started (71μs)
      • creating: components.forms.free-tool-download (97μs)
      • composing: components.forms.free-tool-download (62μs)
      • creating: components.forms.claim-free-worksheet (201μs)
      • composing: components.forms.claim-free-worksheet (84μs)
      • creating: components.forms.tutor-subscription-waitlist (119μs)
      • composing: components.forms.tutor-subscription-waitlist (65μs)
      • creating: components.forms.tutor-subscription-join (97μs)
      • composing: components.forms.tutor-subscription-join (61μs)
      • creating: components.forms.tutor-support (95μs)
      • composing: components.forms.tutor-support (62μs)
      • 449 x Illuminate\Cache\Events\CacheHit (20.9%)
        216ms
        43 x Illuminate\Database\Events\StatementPrepared (15.68%)
        162ms
        43 x Illuminate\Database\Events\QueryExecuted (11.91%)
        123ms
        1 x creating: site.blocks.subject-homework (1.67%)
        17.29ms
        21 x Illuminate\Cache\Events\KeyWritten (1.55%)
        16.05ms
        21 x Illuminate\Cache\Events\CacheMissed (1.55%)
        16.00ms
        1 x Illuminate\Foundation\Events\LocaleUpdated (0.87%)
        8.95ms
        1 x eloquent.retrieved: App\Models\HomeworkLibrary\HomeworkLibrary (0.52%)
        5.40ms
        6 x eloquent.retrieved: App\Models\Twill\Slugs\TwillFaqSlug (0.48%)
        4.91ms
        5 x creating: components.tutors-card (0.4%)
        4.10ms
        25 x eloquent.retrieved: App\Models\SubjectCat (0.32%)
        3.35ms
        1 x Illuminate\Routing\Events\RouteMatched (0.22%)
        2.24ms
        2 x Illuminate\Database\Events\ConnectionEstablished (0.17%)
        1.74ms
        1 x Illuminate\Routing\Events\Routing (0.16%)
        1.62ms
        16 x eloquent.retrieved: App\Models\Subject (0.12%)
        1.24ms
        4 x eloquent.retrieved: App\Models\Twill\TwillFaq (0.09%)
        879μs
        1 x eloquent.booting: App\Models\User\Tutor (0.07%)
        749μs
        5 x composing: components.tutors-card (0.07%)
        733μs
        4 x creating: components.faq-item (0.07%)
        685μs
        1 x creating: site.blocks.reviews (0.06%)
        589μs
        1 x eloquent.booting: App\Models\User\TutorAttributes\TutorDegree (0.05%)
        560μs
        4 x composing: components.faq-item (0.04%)
        463μs
        1 x eloquent.booting: App\Models\Meta (0.04%)
        458μs
        1 x creating: site.blocks.how-it-works (0.04%)
        453μs
        1 x creating: components.canonical (0.04%)
        394μs
        1 x eloquent.booting: App\Models\Subject (0.04%)
        381μs
        1 x creating: site.headers.header (0.04%)
        370μs
        1 x creating: site.blocks.text-with-image (0.03%)
        353μs
        1 x eloquent.booted: App\Models\User\Tutor (0.03%)
        314μs
        1 x creating: components.breadcrumbs (0.03%)
        295μs
        1 x creating: components.homework-blocks (0.03%)
        286μs
        1 x eloquent.booting: App\Models\Twill\Slugs\TwillFaqSlug (0.03%)
        283μs
        1 x creating: components.tutors-cards (0.02%)
        249μs
        1 x creating: components.forms.contact-us (0.02%)
        247μs
        1 x creating: site.layouts.app (0.02%)
        235μs
        5 x eloquent.retrieved: App\Models\User\Tutor (0.02%)
        224μs
        1 x creating: site.blocks.work-with-tutors (0.02%)
        219μs
        1 x creating: site.blocks.subject-tutors (0.02%)
        213μs
        1 x creating: components.forms.claim-free-worksheet (0.02%)
        201μs
        1 x composing: components.forms.contact-us (0.02%)
        178μs
        1 x composing: components.breadcrumbs (0.02%)
        177μs
        1 x eloquent.booting: App\Models\HomeworkLibrary\HomeworkLibrary (0.02%)
        174μs
        1 x creating: site.blocks.submit-homework (0.02%)
        174μs
        1 x eloquent.booted: App\Models\Twill\TwillFaq (0.02%)
        172μs
        1 x creating: components.open-graph (0.02%)
        167μs
        1 x composing: subjects.show (0.02%)
        161μs
        1 x eloquent.booting: App\Models\SubjectCat (0.02%)
        160μs
        1 x creating: subjects.show (0.01%)
        148μs
        1 x eloquent.booted: App\Models\HomeworkLibrary\HomeworkLibrary (0.01%)
        142μs
        1 x creating: components.forms.get-started (0.01%)
        141μs
        1 x eloquent.booted: App\Models\Meta (0.01%)
        134μs
        1 x eloquent.retrieved: App\Models\Meta (0.01%)
        134μs
        1 x eloquent.booting: App\Models\Twill\TwillFaq (0.01%)
        134μs
        1 x creating: components.forms.tutor-subscription-waitlist (0.01%)
        119μs
        1 x composing: components.homework-blocks (0.01%)
        115μs
        1 x composing: components.tutors-cards (0.01%)
        109μs
        1 x composing: components.canonical (0.01%)
        105μs
        1 x creating: components.forms.free-tool-download (0.01%)
        97μs
        1 x creating: components.forms.tutor-subscription-join (0.01%)
        97μs
        1 x creating: components.forms.tutor-support (0.01%)
        95μs
        1 x composing: components.footer (0.01%)
        93μs
        1 x creating: site.blocks.faq (0.01%)
        92μs
        1 x creating: components.footer (0.01%)
        88μs
        1 x composing: site.headers.header (0.01%)
        86μs
        1 x composing: components.forms.claim-free-worksheet (0.01%)
        84μs
        1 x composing: components.open-graph (0.01%)
        74μs
        1 x composing: components.forms.get-started (0.01%)
        71μs
        1 x eloquent.booted: App\Models\Twill\Slugs\TwillFaqSlug (0.01%)
        70μs
        1 x eloquent.booted: App\Models\Subject (0.01%)
        68μs
        1 x composing: components.forms.tutor-subscription-waitlist (0.01%)
        65μs
        1 x eloquent.booted: App\Models\User\TutorAttributes\TutorDegree (0.01%)
        63μs
        1 x composing: components.forms.free-tool-download (0.01%)
        62μs
        1 x composing: components.forms.tutor-support (0.01%)
        62μs
        1 x composing: components.forms.tutor-subscription-join (0.01%)
        61μs
        1 x eloquent.booted: App\Models\SubjectCat (0.01%)
        58μs
        1 x composing: site.blocks.subject-homework (0%)
        32μs
        1 x composing: site.blocks.how-it-works (0%)
        24μs
        1 x composing: site.blocks.reviews (0%)
        24μs
        1 x composing: site.blocks.text-with-image (0%)
        24μs
        1 x composing: site.blocks.work-with-tutors (0%)
        22μs
        1 x composing: site.blocks.subject-tutors (0%)
        21μs
        1 x composing: site.layouts.app (0%)
        20μs
        1 x composing: site.blocks.submit-homework (0%)
        19μs
        1 x composing: site.blocks.faq (0%)
        16μs
      33 templates were rendered
      • 1x subjects.showshow.blade.phpblade
      • 1x components.breadcrumbsbreadcrumbs.blade.phpblade
      • 1x site.blocks.how-it-workshow-it-works.blade.phpblade
      • 1x site.blocks.subject-tutorssubject-tutors.blade.phpblade
      • 1x components.tutors-cardstutors-cards.blade.phpblade
      • 5x components.tutors-cardtutors-card.blade.phpblade
      • 1x site.blocks.subject-homeworksubject-homework.blade.phpblade
      • 1x components.homework-blockshomework-blocks.blade.phpblade
      • 1x site.blocks.reviewsreviews.blade.phpblade
      • 1x site.blocks.submit-homeworksubmit-homework.blade.phpblade
      • 1x site.blocks.faqfaq.blade.phpblade
      • 4x components.faq-itemfaq-item.blade.phpblade
      • 1x site.blocks.text-with-imagetext-with-image.blade.phpblade
      • 1x site.blocks.work-with-tutorswork-with-tutors.blade.phpblade
      • 1x site.layouts.appapp.blade.phpblade
      • 1x components.canonicalcanonical.blade.phpblade
      • 1x components.open-graphopen-graph.blade.phpblade
      • 1x site.headers.headerheader.blade.phpblade
      • 1x components.footerfooter.blade.phpblade
      • 1x components.forms.contact-uscontact-us.blade.phpblade
      • 1x components.forms.get-startedget-started.blade.phpblade
      • 1x components.forms.free-tool-downloadfree-tool-download.blade.phpblade
      • 1x components.forms.claim-free-worksheetclaim-free-worksheet.blade.phpblade
      • 1x components.forms.tutor-subscription-waitlisttutor-subscription-waitlist.blade.phpblade
      • 1x components.forms.tutor-subscription-jointutor-subscription-join.blade.phpblade
      • 1x components.forms.tutor-supporttutor-support.blade.phpblade
      uri
      GET subjects/{categoryUri}/{subjectUri?}
      middleware
      web, utm.parameters
      controller
      App\Http\Controllers\SubjectController@show
      namespace
      where
      as
      subjects.show
      file
      app/Http/Controllers/SubjectController.php:43-96
      43 statements were executed, 2 of which were duplicates, 41 unique. Show only duplicated223ms
      • Connection Establishedtwenty4_siteSubjectRepository.php#123
        Backtrace
        • 13. app/Repositories/SubjectRepository.php:123
        • 14. app/Http/Controllers/SubjectController.php:54
        • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
      • select * from `subjects` where `urlFriendlyTitle` = 'Evolutionary-Game-Theory' limit 1
        14.28mstwenty4_siteSubjectRepository.php#123
        Bindings
        • 0: Evolutionary-Game-Theory
        Backtrace
        • 15. app/Repositories/SubjectRepository.php:123
        • 16. app/Http/Controllers/SubjectController.php:54
        • 17. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 18. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 19. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
      • select * from `subject_cats` where `subject_cats`.`id` in (14)
        2.52mstwenty4_siteSubjectRepository.php#123
        Backtrace
        • 20. app/Repositories/SubjectRepository.php:123
        • 21. app/Http/Controllers/SubjectController.php:54
        • 22. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
        • 23. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
        • 24. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
      • select * from `subject_cats` where `subject_cats`.`id` = 14 limit 1
        1.29mstwenty4_siteSubject.php#100
        Bindings
        • 0: 14
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 28. app/Http/Controllers/SubjectController.php:86
      • select * from `meta` where `meta`.`id` = 3 limit 1
        9.4mstwenty4_siteMetaService.php#118
        Bindings
        • 0: 3
        Backtrace
        • 19. app/Services/MetaService.php:118
        • 20. app/Services/MetaService.php:108
        • 21. app/Services/MetaService.php:81
        • 22. app/Http/Controllers/SubjectController.php:89
        • 23. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • Connection Establishedtwenty4_siteTutorRepository.php#40
        Backtrace
        • 13. app/Repositories/TutorRepository.php:40
        • 14. app/View/Components/TutorsCards.php:28
        • 15. app/View/Components/TutorsCards.php:22
        • 17. vendor/laravel/framework/src/Illuminate/Container/Container.php:929
        • 18. vendor/laravel/framework/src/Illuminate/Container/Container.php:770
      • select count(*) as aggregate from `users` where (`subjectsQualified` like '%|461|%' or `DSF_subjectsQualified` like '%|461|%' or `allsubjects` = 1) and `disable_profile` = 0 and `picture` != '' and `solutionrequestQualified` = 1 and `is_suspended` = 0 and `is_deactivated` = 0 and `status` != '' and `status` = 'tutor'
        17.58mstwenty4_siteTutorsCards.php#35
        Bindings
        • 0: %|461|%
        • 1: %|461|%
        • 2: 1
        • 3: 0
        • 4: 
        • 5: 1
        • 6: 0
        • 7: 0
        • 8: 
        • 9: tutor
        Backtrace
        • 15. app/View/Components/TutorsCards.php:35
        • 16. app/View/Components/TutorsCards.php:22
        • 18. vendor/laravel/framework/src/Illuminate/Container/Container.php:929
        • 19. vendor/laravel/framework/src/Illuminate/Container/Container.php:770
        • 20. vendor/laravel/framework/src/Illuminate/Foundation/Application.php:933
      • select * from `users` where (`subjectsQualified` like '%|461|%' or `DSF_subjectsQualified` like '%|461|%' or `allsubjects` = 1) and `disable_profile` = 0 and `picture` != '' and `solutionrequestQualified` = 1 and `is_suspended` = 0 and `is_deactivated` = 0 and `status` != '' and `status` = 'tutor' order by `completed_requests` desc limit 6 offset 0
        11.63mstwenty4_siteTutorsCards.php#35
        Bindings
        • 0: %|461|%
        • 1: %|461|%
        • 2: 1
        • 3: 0
        • 4: 
        • 5: 1
        • 6: 0
        • 7: 0
        • 8: 
        • 9: tutor
        Backtrace
        • 15. app/View/Components/TutorsCards.php:35
        • 16. app/View/Components/TutorsCards.php:22
        • 18. vendor/laravel/framework/src/Illuminate/Container/Container.php:929
        • 19. vendor/laravel/framework/src/Illuminate/Container/Container.php:770
        • 20. vendor/laravel/framework/src/Illuminate/Foundation/Application.php:933
      • select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 34366 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1
        1.1mstwenty4_siteTutor.php#361
        Bindings
        • 0: 34366
        Backtrace
        • 18. app/Models/User/Tutor.php:361
        • 19. view::components.tutors-card:11
        • 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
        • 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69
      • select * from `subject_cats` where `subject_cats`.`id` = 4 limit 1
        1.19mstwenty4_siteSubject.php#100
        Bindings
        • 0: 4
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 9 limit 1
        1.64mstwenty4_siteSubject.php#100
        Bindings
        • 0: 9
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 11 limit 1
        1.27mstwenty4_siteSubject.php#100
        Bindings
        • 0: 11
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 12 limit 1
        2.05mstwenty4_siteSubject.php#100
        Bindings
        • 0: 12
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 15 limit 1
        10.85mstwenty4_siteSubject.php#100
        Bindings
        • 0: 15
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 16 limit 1
        1.11mstwenty4_siteSubject.php#100
        Bindings
        • 0: 16
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 17 limit 1
        1.6mstwenty4_siteSubject.php#100
        Bindings
        • 0: 17
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 19 limit 1
        1.83mstwenty4_siteSubject.php#100
        Bindings
        • 0: 19
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 20 limit 1
        1.03mstwenty4_siteSubject.php#100
        Bindings
        • 0: 20
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 22 limit 1
        1mstwenty4_siteSubject.php#100
        Bindings
        • 0: 22
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 23 limit 1
        1.2mstwenty4_siteSubject.php#100
        Bindings
        • 0: 23
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 27 limit 1
        1.88mstwenty4_siteSubject.php#100
        Bindings
        • 0: 27
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 29 limit 1
        9.19mstwenty4_siteSubject.php#100
        Bindings
        • 0: 29
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 30 limit 1
        1.25mstwenty4_siteSubject.php#100
        Bindings
        • 0: 30
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 31 limit 1
        1.44mstwenty4_siteSubject.php#100
        Bindings
        • 0: 31
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 40 limit 1
        4.09mstwenty4_siteSubject.php#100
        Bindings
        • 0: 40
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `subject_cats` where `subject_cats`.`id` = 41 limit 1
        5.2mstwenty4_siteSubject.php#100
        Bindings
        • 0: 41
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 164698 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1
        1.94mstwenty4_siteTutor.php#361
        Bindings
        • 0: 164698
        Backtrace
        • 18. app/Models/User/Tutor.php:361
        • 19. view::components.tutors-card:11
        • 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
        • 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69
      • select * from `subject_cats` where `subject_cats`.`id` = 1 limit 1
        4.54mstwenty4_siteSubject.php#100
        Bindings
        • 0: 1
        Backtrace
        • 18. app/Models/Subject.php:100
        • 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 22. app/Models/Subject.php:101
        • 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
      • select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 145784 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1
        940μstwenty4_siteTutor.php#361
        Bindings
        • 0: 145784
        Backtrace
        • 18. app/Models/User/Tutor.php:361
        • 19. view::components.tutors-card:11
        • 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
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        Backtrace
        • 14. app/Models/User/Tutor.php:214
        • 15. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 16. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
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        1.48mstwenty4_siteTutor.php#214
        Backtrace
        • 19. app/Models/User/Tutor.php:214
        • 20. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
        • 21. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
        • 23. app/Models/User/Tutor.php:216
        • 29. app/Models/User/Tutor.php:267
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        2.06mstwenty4_siteTutor.php#361
        Bindings
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        Backtrace
        • 18. app/Models/User/Tutor.php:361
        • 19. view::components.tutors-card:11
        • 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
        • 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69
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        16.63mstwenty4_siteTutor.php#361
        Bindings
        • 0: 131525
        Backtrace
        • 18. app/Models/User/Tutor.php:361
        • 19. view::components.tutors-card:11
        • 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
        • 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69
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        4.62mstwenty4_siteHomeworkBlocks.php#27
        Bindings
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        Backtrace
        • 15. app/View/Components/HomeworkBlocks.php:27
        • 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 17. view::site.blocks.subject-homework:4
        • 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
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        1.77mstwenty4_siteHomeworkBlocks.php#27
        Bindings
        • 0: 461
        • 1: published
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        Backtrace
        • 15. app/View/Components/HomeworkBlocks.php:27
        • 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 17. view::site.blocks.subject-homework:4
        • 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • select * from `subjects` where `subjects`.`id` in (461)
        8.81mstwenty4_siteHomeworkBlocks.php#27
        Backtrace
        • 20. app/View/Components/HomeworkBlocks.php:27
        • 21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 22. view::site.blocks.subject-homework:4
        • 24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • select * from `subject_cats` where `subject_cats`.`id` in (14)
        8.3mstwenty4_siteHomeworkBlocks.php#27
        Backtrace
        • 25. app/View/Components/HomeworkBlocks.php:27
        • 26. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 27. view::site.blocks.subject-homework:4
        • 29. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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        Bindings
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        Backtrace
        • 15. app/View/Components/FaqItem.php:15
        • 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 17. view::site.blocks.faq:7
        • 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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        8.38mstwenty4_siteFaqItem.php#15
        Backtrace
        • 20. app/View/Components/FaqItem.php:15
        • 21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 22. view::site.blocks.faq:7
        • 24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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        10.91mstwenty4_siteFaqItem.php#15
        Bindings
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        Backtrace
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        • 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 17. view::site.blocks.faq:24
        • 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
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        4.06mstwenty4_siteFaqItem.php#15
        Backtrace
        • 20. app/View/Components/FaqItem.php:15
        • 21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 22. view::site.blocks.faq:24
        • 24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'how-much-will-it-cost' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1
        5.48mstwenty4_siteFaqItem.php#15
        Bindings
        • 0: how-much-will-it-cost
        • 1: 1
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        Backtrace
        • 15. app/View/Components/FaqItem.php:15
        • 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 17. view::site.blocks.faq:41
        • 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (3) and `twill_faq_slugs`.`deleted_at` is null
        6.28mstwenty4_siteFaqItem.php#15
        Backtrace
        • 20. app/View/Components/FaqItem.php:15
        • 21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 22. view::site.blocks.faq:41
        • 24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'what-kind-of-payments-do-you-accept' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1
        6.85mstwenty4_siteFaqItem.php#15
        Bindings
        • 0: what-kind-of-payments-do-you-accept
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        Backtrace
        • 15. app/View/Components/FaqItem.php:15
        • 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 17. view::site.blocks.faq:58
        • 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
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      • select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (4) and `twill_faq_slugs`.`deleted_at` is null
        10.67mstwenty4_siteFaqItem.php#15
        Backtrace
        • 20. app/View/Components/FaqItem.php:15
        • 21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
        • 22. view::site.blocks.faq:58
        • 24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
        • 25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
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      4TwillFaq.php
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