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A zip code's influence on the health of those living there is multifold. Where you live directly affects your health in a number of ways, from exposure to air pollution and toxins to accessibility of healthy food, green space and medical care.

Use the latitude and longitude of the center point of the zipcode as variables....One potential workflow: for each zip code get the average residual. make a choropleth map to see the geographic distribution of the residuals. look for patterns that might be explained by a new explanatory variable.

There's 2 good options that I've seen: Convert each zipcode to a dummy variable. If you have a lot of data, this can be a quick and easy solution, but you won't be able to make predictions for new zip codes.Use the latitude and longitude of the center point of the zipcode as variables.

As new research from the Census Bureau and researchers at Harvard and Brown universities shows, children from places that are economically disadvantaged tend to have worse outcomes as adults.

A ZIP Code is a postal code used by the United States Postal Service (USPS). Introduced on July 1, 1963, the basic format consisted of five digits. In 1983, an extended ZIP+4 code was introduced; it included the five digits of the ZIP Code, followed by a hyphen and four digits that designated a more specific location.

A letter or parcel without a zip code is highly likely to never reach its intended destination. This is because of how the US Postal Service's automated systems process addresses.

Zip Code refers to a postal code, used in a few countries with a postal address to specify the location at which mail is sent. On the other hand, postal code indicates the code used in the postal address, which assists in the sorting the mails for the purpose of delivering them at their exact destination.