Does a 40% chance of rain mean it will rain 40% of the day?

No. A precipitation probability is not normally a statement that rain will last for 40% of the day. It represents the likelihood of measurable precipitation occurring at a particular location during the forecast period, according to the forecasting methodology. To understand how long rain might last, check the hourly forecast and expected precipitation timing.