Data for the Greater Good

What makes data and statistical analysis wonderful is the ability to optimize your research or business and take it to the next level. But what about using data to optimize non-profit organizations and enhance the work that they do? A little data can go a long way to...

Dealing with the 2020 Census

A tremendous effort in the analytics world is devoted to the task of data preparation and cleansing. Data exchanges refer to ‘curated’ data, which suggests that the suppliers of that data have gone to the trouble of estimating missing fields, reigning in outliers, and...

Optimizing Online Ads with Data

  In the years since “big data” became a term, the scope of what data can do to enhance your business has changed and evolved. If you own a business, you likely are paying for some kind of online advertising. Google Ads, social media advertising, and any other...

Parcel Tidbits

While our main purpose in building a national parcel database is to enhance our core demographics by tracking change at the address level, along the way we have discovered that we can add to our detail tables with many new data tables. In addition, some of the...

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Better Income Measures

In the first two parts of this series on income, we considered the various definitions of income commonly used and how exclusions of capital gains and non-cash payments can affect small area estimates in different ways. Here we consider measures of income that may...

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Proposition 13: Five Decades Later

The first of two inflationary periods of the 1970’s began early in the decade and was particularly hard felt in the hot real estate markets of urban California. Property taxes were completely tied to the annual market valuation conducted by the county assessor. During...

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Bias In Small Area Income Estimates

Last week we talked about the complexity of the concept of income. We continue here by focusing on the Census Bureau definition, and how that definition introduces spatial biases that could substantially impact your location decisions. So how does the Census define...

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Summer Olympics: The Geography of Team USA

Just in time to cure the summer slump, the Olympics are here, entertaining us daily for a few weeks with inspiring performances and the chance to bring home some medals. This year, Team USA’s 594 athletes hail from 46 states, so nearly everyone has someone to cheer...

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Measuring Income

Ask 100 users of demographics to name the 5 must-have variables they use in their analyses and income will almost always be listed. Ask those same users to define the term, and you will hear a stunning range of answers. In fairness, if you ask 100 economists to define...

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