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Exploring the idea of a correlation between the number and type of restaurants and obesity rate in the top 300 cities by population.

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Obesity and Possible Links

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Purpose

See if there is a correlation between the number and type of restaurants and obesity rate in the top 300 cities by population

  • Additonal questions to address
    • Does the amount of restaurants in a city equal a higher obesity rate
    • Can the type of restaurant in a city be a predictor of a citys economic standing
    • Does a city with a higher economic standing have a lower obesity rate
    • Is there a particular correlation between cuisine/type of restaurant and obesity
    • Is there a correlation between economic status and cuisine

Process and Results

Data collection utilizing Census.gov and NAICS.com

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Cleaning data in Jupyter Lab utilizing Pandas

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Finalizing data clean up

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Plotting data after data clean up

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Summary

No links were found between the number and type of restaurants in a given geographic area and obesity rates

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Exploring the idea of a correlation between the number and type of restaurants and obesity rate in the top 300 cities by population.

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