Interesting story, thanks for sharing. I can’t help thinking the concept of trying to analyse existing forms of profit seeking social media data for signs of depression amongst users bears remarkable similarity to drawing logical conclusions from the output data of people under torture though. (“The torturer made the subject say they were depressed, so they must be depressed” ).