If love means posting photos of your beloved on social media, then people in the Midwest and the Southeast really love their Labradors. Westerners, on the other hand, are head over heels for German shepherds. So suggests an analysis of 10 million Instagram photos posted publicly over three months in the spring and marked with the hashtag #DogsofInstagram, which revealed some interesting patterns in the geography and timing of America’s dog obsession.