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we need to understand normal distribution before we move on to log normal distribution. here I have peoples highest database and if you plot that on a histogram it looks like a bell curve so if you are aware about normal distribution you know that this shape is called bell curve and this is normal distribution there are many examples of normal distribution in real life such as the test score, employee performance and so on but lets think about peoples income database here most of the people have income around 50 000 here in US but on the higher end you could have people like Jeff Bezos, Elon Musk you know they could be earning a lot more than the regular population so this curve is right skewed actually it looks very different than normal distribution because on the right hand side this tail it kind of never ends you know because people might earn 1 billion 2 billion it could be like the income could be really high whereas if youre thinking about lets say employees performance it
