- A normal distribution is when the data is symmetrical and when plotted on a graph if forms a bell shape curve with as many scores below the mean are also above it – the distribution on the graph if 50/ 50 on wither side of the mean , mode or medium and most scores occur around the mean with fewer scores clusters as they move below it so graph looks more compact at the top and flows down looser