AutoRate

AutoRate is an innovative software tool that conveniently analyzes your listening patterns in iTunes and generates automated track ratings. If you're someone who loves listening to music on iTunes and often uses Party Shuffle, this tool can be extremely useful to you. AutoRate works by awarding a high score to tracks that you frequently listen to and penalizing tracks that you tend to skip often.

The software uses a unique formula to calculate track ratings. The formula is rating = (100 * ( (play frequency - lower) / (upper - lower) ) - skips per month * 5. To determine the upper and lower values, it takes into account the mean play frequency and standard deviations. Specifically, the upper value is calculated by adding two standard deviations to the main play frequency, while the lower value is calculated by subtracting two standard deviations from the main play frequency.

Overall, AutoRate is an excellent tool that can make managing your iTunes library a lot easier. With its ability to automatically rate tracks based on your listening patterns, you can quickly identify which songs you love and which ones you might want to skip in the future. Whether you're a casual listener or a music enthusiast, this software is definitely worth checking out.