You can use the trends in physical properties from chlorine to iodine to predict the properties of halogens further down the group. For example, you can see that melting point increases down the group, and the colours of the halogens get darker, so you could predict that astatine (which comes below iodine) would be a dark-coloured solid at room temperature.