I compared the humidity readings from two DHT22 and was alarmed by the difference between them.
Although they are cheap, the Bosch BME280 doesn't have to cost that much more, and provides pressure measurement in addition to humidity and temperature.
Although many of the BME280s available cost around £20, I splashed out £7.61 and bagged a bargain on Amazon.
