1. A method for detecting data glitches in a set of datapoints comprising: receiving a set of datapoints, each of the datapoints having n attributes, where n is an integer greater than zero; transforming the datapoints into a datasphere representation; segmenting the datasphere into a plurality of regions; determining a plurality of time series representing the trajectories of the transformed datapoints through regions of the segmented datasphere; and transmitting data in connection with transformed datapoints whose trajectories exhibit an unusual pattern.