Is blind application of data-mining packages increasing or staying constant at this point? If increasing, do the good trends outweigh it?

Good question and really hard to tell. Certainly it happens now! But I bet it happened in the past too. Whether data-sharing standards in publications has been rising is something that is observable (i.e., people saying what they did to the data), and I'd be willing to bet on it empirically getting better.