The order book shows all outstanding buy and sell orders. Bids are buy orders; asks (or offers) are sell orders. The best bid is the highest buy price. The best ask is the lowest sell price.
The spread is ask minus bid. Deeper order books (more quantity at each price) indicate more liquidity. Trading happens when a buy order matches a sell order at the same price.