That's great!

I was experimenting with Google Ads traffic to one of the websites I cared about, and even just looking at the existence of mouse move and scroll events, let alone the patterns, made me understand how many bots, or users who just (mis)clicked the ad and never did any action on my website, were counted as paid clicks in Google Ads. Analyzing for patterns like in this article would've made even more sense.

This is another one of those horse-blinders style arguments that considers only for-profit/institutional/etc contexts and so doesn't realize their very method of measuring something through javascript program execution is biased or that it's creepy.

I'm a human, I don't execute javascript programs and by default my browser does not either. Anyone using this will label me a bot.

well it's funny but when I was writing my bot targeting a particular platform I did a lot of this stuff, because I was paranoid and didn't want to get blocked, so things I did:

detect all element in currently loaded page I want to do things with. element I want to click. scroll to element I want to click. random viewport scrolling action, go slightly over viewport, scroll back up, determine mouth position where I will click - x, y center of clickable item, determined x,y of bounding box of clickable item, choose some point within bounding box where I can click with some randomness for getting to center because obviously humans don't get the exact center every time do they. set random mouse move speed. mouse choppiness function (determine a number of x.y coordinates on the way towards the x.y you will actually be clicking move towards those each in turn with randomness of mouse speed, so that nobody can say huh, this mouse is moving towards the place it will click with an unnaturally direct and unnaturally smooth movement.) Get to where I will click. wait random time to click. click.

If I do not continually get new elements I want to click based on my criteria just by this method now I need to scroll to see if I can detect new.

random number of times I will scroll. random scroll speed. random scroll distance.

start scroll. hit scroll distance stop. random up down scroll.

My automation goal was not to make my bot able to do the work of hundreds of people. It was to do the work of a few people.

However I eventually gave it up since the target platform was continually deciding I, as a human, was somehow behaving as a bot, it followed that it was somewhat irrational to try to make a bot that behaved as close to a human as possible.

(note there was all sorts of other erratic behavior boiled into my bot, for example how it wrote text, since it had to do keypresses, and randomized typing speeds, and making errors, and back spacing to fix errors)

on edit: before you start telling me about how it's not randomized enough or whatever, I am of course giving a curtailed high level description of the kinds of noise I added in to my bot behavior, because I just really wanted to spin up a bot that could spend a few hours doing stupid work while I did other things, and then write up a report and then later I could come in and do some more clever things.