Outliers Memes

That straight line through a hurricane of scattered data points? Pure scientific optimism. Nothing says "I believe in my hypothesis" like drawing a perfect trend line through what is clearly just randomness having a party. R-squared value? We don't talk about that. Correlation coefficient? More like "correlation coefficient of determination to ignore outliers." This is how papers get published, folks - squint hard enough and eventually those dots align!

Ever deleted your entire dataset when you were just supposed to remove outliers? That's the data scientist's version of a pirate running from an angry mob! Your supervisor asked for "clean data" and you took that literally—wiped the slate completely clean. Now you're sprinting away from responsibility faster than your code can throw an error message. The terrifying part? Having to explain to your team that their months of data collection just went poof because you got a little too trigger-happy with that DELETE command. Next time maybe stick to removing duplicates instead of performing a digital exorcism on the entire database!