Related Articles:
Better bot detection analytics data using reCaptcha
Snowplow already provides a few tools for identifying events from non-human devices ("crawlers", "bots", etc.) however most of these function based on metadata collected with events, like the User Agent string and IP address (e.g., the IAB Bots and Spiders...