Merge Data by Time

The time merge function transforms the dataset so that in terms of time stamps and sampling intervals, the entire dataset is uniform and consistent. Each row has a single time stamp, and rows are separated by a single, consistent time interval. This time series alignment is needed for most Machine Learning tools and for some of our Correlation analytics.