Totally, I think people have this weird sense of entitlement when it comes to high-quality datasets without the commensurate respect for how they're created or the level of effort that goes into them.

Fei-Fei Li gives a good sense for this in her history of ImageNet [1][2].

[1] https://qz.com/1034972/the-data-that-changed-the-direction-o...

[2] http://image-net.org/challenges/talks_2017/imagenet_ilsvrc20...