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One common transformation is calculating **technical indicators**. These indicators are used by traders and analysts to predict future price movements. You can use Spark's SQL capabilities to perform these calculations efficiently. For example, you can calculate the Simple Moving Average (SMA), Exponential Moving Average (EMA), or Relative Strength Index (RSI). These are all calculations you can efficiently perform using Spark's distributed processing capabilities, leading to faster results and insights. These calculations are critical for generating trading signals and identifying potential investment opportunities. The efficient performance of these calculations is crucial when you are evaluating the current market.
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