The Profit and Loss report captures your profit and loss on your trades done during a particular time period according to the settlement date. It captures only realized components of your trades, which means that it will only capture those transactions, which are actually bought and sold, and you made realized profits or losses. If you have bought a stock and haven't sold it then it will appear in the Holdings Report. 

In order to access your Profit and Loss report check this article.