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Explain carefully why the data observed in the goodness of fit test might not come from a Binomial distribution, making reference to likely relevant characteristics

Explain carefully why the data observed in the goodness of fit test might not come from a Binomial distribution, making reference to likely relevant characteristics of real training classes. So the question here is why the data observed might not come from binominal distribution and linked to the features of real training classes to explain, it is better to provide examples thanks

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