I have just reactivated my AeroPod to do aero tests for time trialing, but lack some understanding as to how the new Aero Windows app deals with the data. I will try to summarize how I understand the data processing at the moment - maybe there is already some misunderstanding on my part - and will add a couple of question.
Thank you very much for your support!
Setup:
I test in profile 4 with a roadbike and a TT bike. Of course I change the settings in AeroPod when I move to another bike, and before testing I do a fresh calibration ride. If I am not mistaken, the calibration ride basically does two things: it calibrates the tilt of the unit and it calibrates a scaling factor that is needed to convert the measured differential air pressure into air speed, and then (by comparison to the ground speed from the speed sensor) into wind speed.


Test route and conditions
I do my tests on an L shaped out and back course (4 km per 'lap') that sees very low traffic and is as flat as it gets around here as I do not have a suitable loop for testing. Both legs of the 'L' are approximately 1 km long and when I turn from one leg to another I stop pedaling for a couple of seconds but do not have to break. I ride both legs of the L to get more data and, in case, of wind, I could potentially cut out and disregards the leg with more crosswind.

Wind gusts and strong wind should be avoided. Especially cross wind can impair the data quality since it is not directly measured. Currently, I do not have a pitot tube (my AeroPod was a bought as a PowerPod) which increases the sensitivity to cross wind.

Data processing on the ride
While testing in profile 4, aeropod internally integrates the measurement for each lap. Until the lap button is pushed, it calculates an average CdA for each test, so the displayed number changes gradually and for longer test laps with in constant conditions should not change much towards the end of a test.
Data visualization after the ride
When I download a file from the device to the windows app, there is three different parts that show data: the graphs, the lap data (bottom left), and the advanced stats (top left). Here is where I have some confusion.



Example data
I will attach a test file with three laps done with a TT bike with only changes in body and head position. Head up relaxed position, head down agressive position, head down agressive position with different hands position. The file was modified with the "Switch profile After-the-ride" feature to correct the Crr value to 0.003.
Data after switching the profile
Lap Table Advanced Stats (when lap is selected)
L1 0,215 0,233
L2 0,195 0,212
L3 0,205 0,212
Data after using the "Apply analyzed CdA" feature
Lap Table Advanced Stats (when lap is selected)
L1 0,215 0,222
L2 0,191 0,202
L3 0,194 0,202