Frankly, most of this stuff is flying 40,000 feet over my head. I have read it and re-read it multiple times, and it just doesn't seem worth all of the trouble to me. All of these scatter plots give me a headache after a few moments of looking at them and attempting to SEE what Andy says they show.
As a 30-year software guy, I know that analysis can be done perfectly fine using mathematical calculations, and I don't understand why all of the scatter plots are even necessary along the way. If the data is there and it's good data - a well-written computer algorithm is far more efficient at analyzing it, eliminating anomalies, performing complex statistical analyses, and identifying trends - and producing good results - than is a human looking at charts. There are many software products on the market - and I've used several - that can perform extremely complex analyses on what we call "big data"... literally trillions of rows of data... and the only time they ever create charts is when the results of these complex analyses need to be seen by a human. The charts are used merely to present the results to a human... not to determine how to do the next analysis, nor how to apply the results of the analyses to the end product.
As a user, I just want a tuning device that figures out all of this stuff using the real-world data I have collected during rides, updates my tune, and lets me then enjoy riding the bike more. I think that's what most riders really want. I really couldn't care less about the last 2% of power to be gained, if it means exerting 10 or more times the effort to get it. It's the law of diminishing returns. I'll be more than happy with the first 98%, or even the first 95%, and I am confident that the TTS gives me all that I need and will ever be able to use.
If I were a pro tuner like some of the folks here, then it might all be more interesting and relevant to me... not to mention more understandable. And believe me, I've tried hard to understand. But frankly I can't see how all of this is worth the effort unless you're tuning top fuel dragsters, NASCAR engines, or race bikes - and winning is everything.
I guess my question is: Why is all of this NECESSARY for tuning Harley big twins... especially big hulking 900 lb Touring bikes? The Twin Cam isn't exactly a modern, state-of-the-art racing engine. When is a tune "good enough", and do devices such as the TTS provide a "good enough "tune? Will most riders ever notice an extra ft-lb or two of torque, or 2 extra HP? I may be completely ignorant about this level of tuning... but if Steve Cole doesn't get it either, then it's clearly far above my level of understanding, and way more than I will ever need.
I'll bow out of this thread now, but I'll continue watching it from time to time. It clearly isn't aimed at people like me.
Ken