ESP32 ADC is noisy and non linear
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In addition to the "noisy" readings from the ADC (as mentioned in other posts to this forum) the ESP32 ADC also appears to have a non linear response according to my testing.
This link seems to confirm my finding:
https://github.com/espressif/esp-idf/issues/164