One thing to remember is that at the time, miners were basically required to create numerous accounts. I wasn't here before July, but I guess this would be even more relevant in earlier months. I forget which hard fork disabled mining. 16, maybe, but it's probably difficult to compare account usage and retention patterns before and after whichever one it was.
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there was no mining last july
Oh right, sorry. I was just thinking of my own "anniversary", so had 2016 locked in my head.