A Repeat Customer Insights customer was asking about comparing two different years. The problem was that one year wasn't completed yet.
Comparing years is usually a great idea but you have make sure they are the same length. If the year's not over yet, then the absolute metrics will be off (e.g. less orders) and some of the time-based ones will be weaker due to the shorter timespan (e.g. 365 days vs 185 days).
You can adjust the absolutes with a bit of forecasting and projecting, e.g. nine months of data so guess what the remaining three will be like. Just know that any forecast is going to be off and most ecommerce businesses show seasonal patterns that throw off forecasts even more.
A quick and automatic way to measure your customer behavior is with Repeat Customer Insights. It'll automatically import your Shopify data and run a number of analyses to highlight different customer behavior.
Eric Davis
Retain the best customers and leave the worst for your competitors to steal
If you're having problems with customers not coming back or defecting to competitors, Repeat Customer Insights might help uncover why that's happening.
Using its analyses you can figure out how to better target the good customers and let the bad ones go elsewhere.