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The American Hockey League is considered the sport’s premier development league, but how much developing are teams doing? This is something that constantly has me curious, and in early 2018, I put that theory to the test.

Now, with some of the data-harvesting skills developed through my Marlies analytics project, I’ve found a way to more efficiently comb through the information we have available to us, and I’ve made it available to you, the reader, to play with!

For my initial thoughts on this year’s patterns, check out the release article for this project.

Due to the hundreds of hours of work that goes into this project, access to the portal requires a paid subscription to The Faceoff Circle. Subscriptions are affordable, provide you with access to other information and site features, keep myself and the site supported and can be purchased here.

If you decide to share information found in this portal, please be considerate; keep the citations short (Team X is Yth in Z statistic, etc) and link back to myself and/or the portal.

If you would like to read some of my written work that uses this (and other, harder to host) data, the Toronto Marlies category on The Faceoff Circle can be found here.

If you have any questions, I can be reached through the site’s contact form, directly via email, or Twitter.