2nd Main Course

5 min read. Content may take a few seconds to load. Mobile Device Visits to a Single Full-Service Restaurant Remote sensing is the art and science of acquiring information about something without making direct contact with it. Think of mobile data like high-resolution remote sensing of the market for an important industry in Hawaii like accommodation and food services. When a mobile device dwells at a food service point of interest for at least four minutes, which in the SafeGraph…

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1st Main Course

5 min read. Content may take a few seconds to load. Mobile Device Visits To Full-Service Restaurants Accommodation and food services (NAICS 72) represent the second-most important industry in the State of Hawaii as measured by share of total state GDP, second only to the real estate (NAICS 53) industry according to data from the U.S. Bureau of Economic Analysis. When foot traffic is important to a business, as it is for the food service industry in Hawaii, mobile data…

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Appetizers

3 min read. Content may take a few seconds to load. Mobile Devices Visits & Devices Sampled You might think just about everyone carries their mobile device wherever they go in the State of Hawaii. Even if that were true, it does not mean that everyone who carries a mobile device with them is part of the SafeGraph panel sample of mobile devices. SafeGraph data comes from a dynamic panel of mobile of devices. As you can see below, in…

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Dessert

3 min read. Content may take a few seconds to load. Mobile Device Stops in a Census Block Group SafeGraph’s Patterns dataset provides data on mobile device visits to over 42,000 points of interest (POIs) in the State of Hawaii. A “visit” is when a mobile device dwells in one of these POIs for at least four minutes. SafeGraph also provides a Neighborhood Patterns dataset on mobile device stops within 872 Hawaiian census block groups, small areas of varying size…

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Hors d’oeuvres

2 min read. Content may take a few seconds to load. Visitor Arrivals & Non-Hawaiian Devices Non-Hawaiian mobile devices in the SafeGraph panel sample represent any devices whose “home” location was not in the State of Hawaii over the last six weeks. A mobile device “home” location is determined by looking at six weeks of dwell times and determining where the device was during nighttime hours local time (6 pm to 7 am). Data on non-Hawaiian mobile devices in the…

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2nd Main Course

2nd Main Course This data might buy you a better understanding of what business is more related to what other business in a commercial zone or central business district with lots of POIs, based on real data. What other data do you have that tells you how many visitors engaged in multi-purpose shopping like filling up the tank, going to breakfast or lunch at a locally-owned business, and then do some household and personal shopping in one big long trip.…

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Appetizers

Appetizers Do changes in “visitors” arriving to the State of Hawaii from the Hawaii Tourism Authority match changes in “non-resident” mobile devices? This might be worth further investigation. Using mobile data, can a business owner, business advocate, or government decision maker understand more “geographically” how visitor arrivals and expenditures statewide impact visits to points of interest within their local economy? Mobile Devices Visits & Mobile Devices Sampled Statewide The graph below is data from the Hawaii Tourism Authority on monthly…

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Contact the principal investigator: higeomancer at gmail.com


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Data ("Patterns" and "Places") provided by SafeGraph through a 1-year non-commercial data license agreement.