Different formats that are commonly used to present the analyzed vibration data typically for the machinery vibration-based condition monitoring are discussed in this chapter. The analysis and presentation of the measured vibration data from a machine may be different for the machine running at a constant speed and for the machine transient operations such machine run-up and run-down operation (varying speeds). Hence these two scenarios are also discussed in this chapter.