Dealing with Outliers in R

[@apoorvasood4094]

Thanks a lot!! Finally, I found a video that can solve the outliers issue with a simple code.

[@alphaalpha5392]

Finally, I understand how to deal with the outliers. Thank you so much

[@dr.bheemsainik4316]

Sir, what about lower fence for variables. suppose we also need to remove outliers which are below lower fence, how to incorporate it in your code?

[@connorf4035]

lower fence would just be (Q1 - 1.5*iqr)

[@lelabachiashvili2107]

thank you, finally, I did it and so easily it by the help of your video!

[@JonBjonb4play]

THank you, but the outliers keep coming back. how do I use the replaced dataset?

[@warrior_1309]

Thanks for uploading Sir, this video helped me a lot.

[@shreyaparmar2051]

IQR=3RD QUANTILE-1ST WUANTILE but i didn't got the summary(partofcity) portion how is it 3-2

[@himanshusharma4036]

it should be 4-2 right?

[@straydogsit]

@@himanshusharma4036 Yes, I believed he made a mistake there. As well as "PartofCity

[@natarajb3962]

​@@straydogsit part of city is a Categorical variable and hence it shall take values like 1 or 2 or 3 or 4. To understand it better- part of city is classified in to 4 categories in this data as 1- East, 2- West, 3-North and 4- South. Any value other than 1,2,3 or 4 is a typo error or an outlier. I used to take this with "Farhan Nitrate" and "Pre Rajunisation" example as shown in 3 idiots movie (Hope you will understand the connect if you are from India and watched the movie 3 idiots movie). Bottom line: Common Sense precedes analytics

[@natarajb3962]

@@himanshusharma4036 part of city is a Categorical variable and hence it shall take values like 1 or 2 or 3 or 4. To understand it better- part of city is classified in to 4 categories in this data as 1- East, 2- West, 3-North and 4- South. Any value other than 1,2,3 or 4 is a typo error or an outlier. I used to take this with "Farhan Nitrate" and "Pre Rajunisation" as shown in 3 idiots movie (Hope you will understand the connect if you are from India and watched the movie 3 idiots). Bottom line: Common Sense precedes analytics

[@lokesh542]

Nicely explained thanks