April 2025
Intermediate to advanced
352 pages
9h 18m
Portuguese (Portugal, Brazil)
Content preview from Analítica de futebol com Python e R
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Capítulo 2. Análise exploratória de dados: Estatísticas de quarterback estáveis e instáveis
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Em qualquer área de estudo, pode existir um nível de intuição (vulgarmente conhecido como "gut feeling") que separa os verdadeiros grandes especialistas na matéria dos medianos, os medianos dos profissionais em início de carreira, ou os profissionais em início de carreira dos novatos. No futebol, diz-se que essa capacidade se manifesta na avaliação dos jogadores, uma vez que alguns olheiros são considerados capazes de identificar talentos através de uma grande intuição adquirida ao longo de anos de aperfeiçoamento do seu ofício. As caraterísticas do jogador que se traduzem de uma situação para outra - seja do futebol universitário para o profissional, ou do esquema de um técnico para outro - exigem reconhecimento e investigação adicional, enquanto os resultados do jogador que não podem ser medidos (pelo menos usando dados e ferramentas atuais) são descartados. Os especialistas em avaliação de jogadores também sabem como comunicar adequadamente os frutos do seu trabalho, de modo a obter o máximo benefício coletivo.
Embora o olheiro tradicional e a análise do futebol sejam muitas vezes considerados em desacordo um com o outro, a avaliação estatística dos jogadores requer essencialmente o mesmo processo. Os grandes analistas de futebol são capazes de, ao avaliar os dados ...
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