The moral of this day was to realise that how hard it is to obtain reliable data. The worst thing you could do is to have a minimal amount of data, and make conclusions going too far from them.
Valuable lesson. I will harass more people to have enough pilot data. I think I will have to re-design the test, as there are some interesting regions that need more attention.