I want to predict if a candidate of a particular race, gender, age, occupation, etc. will win a particular political district. I believe machine learning may be a way.
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I have much experience in delivering predictive models similar to the one you are looking for. What dataset are you starting with; or would that information have to be mined in addition to the model development?