Anyone who has ever done analysis of raw data knows that the process consists of iteratively excising bad data until you can actually precisely and accurately explain your analysis results.

Tools like this, where the data consumers (campus admins) have no possible way of understanding the data analysis methodology, let alone the raw data themselves, when the _responsibility_ for the consequences lives with the consumers, have no business operating like they do today.