Some of the data on rich people from tax data researches. I had no idea it was such a good field, which you really see in the data. And i tried to avoid that pre sure in this book, to just tell people what the data says. We know from the replication crisis that a lot of shocking and surprising findings just aren't true. But i think one things i i wanted to do in this book is shock me, surprise me.

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