You may want to consider a place to stay that offers an outdoor pool if you’re planning to visit Harrisburg in the hottest months of July, August or June, when the average temp is 21°C. Accommodation with an indoor pool may be the way to go if you visit during the coldest months of January, February or December, when the average temperature is -4°C.