Let's talk about an obvious one: cross country leaderboards.
You cant just put all the times in a database and then sort them in ascending order. That's crap. We all know why; because xc courses vary in not only difficulty but now length. There is nothing to dynamically weigh against the performances to make the sort order more realistic.
Next, let's talk about the completeness of data. It bothers me that Milesplit puts a paywall in front of terribly incomplete data. Often times they are only getting 60-70% of meets that just so happen to appear on the major timing websites. Moreover, they dont chase after missing meets for that completion which is the whole missed point. The data is valueless unless it is complete.
Next, let's talk about conversions, not just Jason Byrne's pooped out calculator from 1999 that attempts to signify his own leap into computing 101 -- he taught himself PHP, the easiest of scripting/non-programmatic languages out there to mish mash with. There are no conversions for yards to meters, hand time penalties, wind-aidedness, etc. They just pile everything in at once and resolve to default ascending sort orders.
Finally, let's talk about rankings, specifically the 500 lists. If theyre inaccurate, incomplete and poorly maintained via conversions and other offsets, those lists arent any good. Theyre just meant to attract gullible kids typing their names into search engines. Plus there is no historical precedence at all. Some schools and meets you look at the "records" and realize they are missing an entire 33 to 38 years worth of data, sometimes more. You cant call something a "record" when it's not a record.
I think milesplit was a rushed product to market that was never complete in the first place and without completion you dont have accuracy. So then, the begging Halloween-like question is what is Milesplit even supposed to be? To me it appears to be a jabba hutt-like blob created by a jabba hutt-like blob who now has NOTHING to do with the company any longer. Byrne was a self proclaimed computer genius but was actually a huge imposter. I think the execs at Flotrack and everyone else has been taken for an absolute ride, no one smart enough to actually call it out.
Here's to hoping one of you grows up to become super proficient with artificial intelligence and we train something to read newspaper and magazine archives and offer something with weights & thresholds for completed data.
I said my piece.