Line charts connect closing prices over time using a continuous line, while candlestick charts display the high, low, open, and close of a security in a single bar, allowing traders to assess price movement more easily. Common candlestick patterns like dojis, hammers, and engulfing patterns provide signals about shifts in market sentiment and the balance of supply and demand.