Question: are daily stock returns normally distributed?
Answer: We all know that stock market returns are not normally distributed. Instead, we think of them as having fat tails (i.e. extreme events happen more frequently than expected). ... As you can see, on an annual scale, market returns are essentially random and follow the normal distribution relatively well.