tabness
be a playa 🇵🇸
- Apr 4, 2014
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That's a good point. As I mentioned in the first post, around 3% of the data appears to be missing. I think @pnep got his data from NHL.com, so if it's missing there, presumably Lemieux has been short-changed here. (My guess, just by quickly looking at the boxscore, is Lemieux, Francis and Barrasso would have been the three stars).
The other thing that hurts Lemieux is the Penguins didn't play very many games in 19992 (16-5 record), and he missed six of those. Six "three star" selections in 15 games doesn't look quite as bad.
The data is from the JSON stats API, they were posted before by someone other than @pnep either here or in By the Numbers a while back (at least regular season results), but the search functionality of the site right now isn't being helpful lol
For whatever reason these APIs have a small amount of games missing game/live data (which includes the star selections). I actually pulled the (regular season) games with missing data a while back covering up to 2017-2018 (attached as a text file if anyone here wants to do any analysis on it for if certain teams are affected more). The early seasons from 1917-1918 too 1941-1942 seem to be totally complete (I show two missing regular season games, but those seem to simply be games with no goals or penalties... technically speaking any game pre 2005 lockout with no goals or penalties would be flagged as a missing game without goals or penalties because those are the only live "events" tracked back then). I haven't yet bothered to fully go through and grab data for the recent seasons after 2018-2019, but it does seem like the NHL's data is much more complete recently, and I do believe they have been going back and adding event data for previously missing games (only for recent new NHL seasons though) as well from spot checking.
The issue with the data from the stats API is simply that three star selections are voted on by various groups and the source is never stated. You have broadcasters, print media, and so on, and of course these differ a lot (just look at any game broadcast by two different entities, you'll get different three star selections, and the print media would similarily differ). Now, the NHL does have source of the three star selections (sometimes) on the HTML reports, but those go back to the early 2000s only...
Lastly, anyone else remember on the late nineties/early 2000s NHL website where you could choose your own three stars during the game and see percentages of who others voted for? They gotta bring that back lol