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Combine sets of survey data and come up with probabilities

I have the following surveys, all national samples (for the U.S)

- Survey 1 (sample results for california)

* 27% prefer apples for breakfast

* 94% of residents of SF prefer apples for breakfast

* 59% of Californians aged 25-35 prefer apples for breakfast

- Survey 2

*39% of Californians prefer to watch Friends

*63% of residents of SF prefer to watch Friends

*11% of Californians aged 25-35 prefer to watch Friends

I want to merge these datasets where I can say the a person aged 25-35, from California, and specifically SF is X% likely to prefer apples, and X% to prefer watching Friends. So basically, I can simply have a dashboard where I choose the state, city/town, and age/gender and it gives me % of how likely they prefer certain foods, TV shows, etc.?

These are different surveys, with different respondents, and questions

When you respond, TELL ME how you will proceed. I need to know your EXACT process before proceeding!

技能: 数据处理, SPSS统计, 统计分析, 统计学, Statistical Modeling

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