 early data, what is this okay? We're testing out two macro pads three by four keypads with RGB LEDs and One of them is a lot faster. This one's a lot faster than this one. Why because we're using the new native Keypad vector and matrix keypad support. So basically if you have a bunch of keys kicked it up to GPIOs or in a matrix The scanning is happening in C not in Python. It's a lot faster. So if you look up here You'll see this is doing the whole scan and Outputting the text and drawing the screen all the stuff at four milliseconds The actual scanning is much shorter and then over here. You'll see doing it in pure Python takes about eight milliseconds But you still get the same performance. It's just this one is much much faster twice as fast in fact So it'll be great for DIY keyboard and macro pad projects