From what i’ve seen, we can access these roasts, but it is really hit or miss.
Being able to see trends is a great way to know where the average approach lies.
If a trend emerges because people are consistently roasting a certain way, you have a better understanding of more general standards.
But the more specific the ability to narrow trends would be interesting too. Based on region (weather climat impact) and altitude (water evaporation and barometric pressure impact).
If this data collection is truly mandatory for the purpose of helping us learn, i feel that more comprehensive analysis tools could help. Where else can you get such high level general data? And it really only directly applies to Bullet roasters anyways.
In a perfect world, would like to be able to analyze trends more than just individual roasts. i can already see my own trends, but it would take years to seek out and test individual roasts. Seeing trends can help in speeding up learning and trying more educated approaches.
Trends would be an average time, temp, and curve with certain parameters applied. Parameters could focus these trends as:
- bean origin
- bean density
- end temp
- roast color (full city etc)
- elevation of roaster
- elevation if bean
- global over all roasting trends averaged
- regional roasting trends
- star rating
- flavor descriptors
- differentiating between just roast history and those that have entered more data
- compare trend to specific roast curves
and so on…
I think when you can see bell curves and roast trends in the data, it works to give perspective and a reality check. If we go by one off curves one at a time, that is slow going.
I’ve seen the ability to find trends like this in other industries and professions, and it is really impactful and important. It is surprising that with ai and ML, as a roasting community we’re so far behind the curve (no pun intended).
If you want to see faster progress in learning, and want to see more critical participation from the community to enter data properly, there has to be some sort of tool or incentive available to make it all be a motivational factor. At this time it is all close you eyes and pick a roast from hundreds of options and hope for the best.