Maptitude Featured Map Infographic:
Percent of Tweets that are Happy, by State

Maptitude is the best mapping software for business intelligence! This month's featured map showcases new lifestyle data for Maptitude 2018. Data on happiness, health, and habits are included for the following layers: State, County, Census Tract, and ZIP Code.

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Maptitude map of happy tweets by state 

Map: Created with Maptitude Mapping Software by Caliper, April 2018
Source: Nguyen QC, Li D, Meng H-W, Kath S, Nsoesie EO, Li F, et al., Building a National Neighborhood Dataset From Geotagged Twitter Data for Indicators of Happiness, Diet, and Physical Activity, JMIR Public Health Surveillance 2016