And not only that, but got the first time, using data imputation methods that combine knowledge of the schedule, the positional averages, player history, and interactions; Post Hockey has created "full season estimates" for A3Z metrics.

On Post Hockey's All Three Zones page you can grab any one of 52 metrics that Corey has manually tracked from Entries/Exits to Cycle vs Rush shot contributions, to foeechecks and retrievals. And we're still adding to it! posthockey.com/a3z/players

The badges on my website are trying to do just this sort of thing. They add a combination of A3Z metrics, microstats that a person actually individually performed, to on-ice impacts to determine certain skills. For instance, Lane Hutson tilted the ice which had positive defensive impacts, but didn't demonstrate defensive skills to produce that effect. His top skills were speed and transporting (moving the puck toward the OZ). Meanwhile, Slavin was the #1 player in the NHL protecting the blueline, Tanev was a great "slingshot" -- getting the puck out of the zone quickly after retrieving dumps, and Korczak is great at preventing high danger opportunities. These things can contribute to strong defensive results when used properly, and are needed in certain situations, but when measured in the aggregate, may not produce defensive impacts as high as Hutson's who produces some of that effect using skills traditionally described as "offensive," moving the puck into the OZ more often and easily than others.