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We compared both “happiness” and “smiliness” because not every smile indicates happiness, and not every happy person smiles. With nearly three-quarters of residents ( 74.4%) grinning in their photos, it’s also the smiliest. America’s happiest city is Concord, California, with a happiness score of 79.1 out of 100.Location matters – 8 of the 10 most cheerful states lie west of the Mississippi River.

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  • Utah, is the happiest and smiliest state in the US, with a happiness score of 74.4 out of 100 and 70.7% of photos containing a cheery grin.
  • The locations were ranked by the percentage of people smiling. For the smiliest cities and states, we considered that a face has a smile if its smile score was greater than 0.75. To work out the happiest cities and states, we used the FaceAPI happiness score, averaging all the scores in each location. This facial recognition tool places numerical estimates on emotions based on characteristics and expressions. cities to see which are the happiest places to live. We used Microsoft’s face recognition API, Azure, to analyze a database of Instagram selfies from every state and the 100 biggest U.S. Artificial intelligence can identify every face in a crowd, but it can also identify every emotion in a selfie. Thankfully, robots are selfie-literate, too.

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    No matter how much you rehearse or how many discarded snaps end up in your phone’s trash, people have learned to piece together the clues from your selfies and figure out how you really feel.

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    A generation of internet users has grown up with everyone always looking happy on Instagram, and they’ve figured out how to tell the difference. Happiness may be hard to find, but it’s even harder to fake.

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    – and those places where intense smiles are more common than genuine joy. But can you use it to find happiness? The data analysts at HouseFresh reckon so, and we’ve processed thousands of Instagram selfies to find the happiest places in the U.S. Instagram can tell you what’s new, what’s cool, and what’s for dinner.















    Hide the pain harold meme