Could not agree more. Most stats tools are so complicated that one spends more time learning/thinking about the logistics of running an analysis ("Should I run

Could not agree more. Most stats tools are so complicated that one spends more time learning/thinking about the logistics of running an analysis ("Should I run a chi-squared or a Fisher's Exact Test? And how do I get it to run?") than about the part that demands real human creativity: thinking through the right questions to ask, biases in the sample, etc. Disclosure/shameless-promotion, I'm the cofounder of https://www.statwing.com https://www.statwing.com, an easy to use stats tool.