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But, as you get into the meat of Happy discovery Birthday month M87 April shirt, hoodie, sweater and v-neck t-shirt, you start to require tools that let you munge data in a programmatic fashion - or come up with transformations of your data that the GUI designers haven't thought of. For example, say I want to compute a weighted median of some set of values and use that as a factor in my analysis. This function is not typically implemented in analytics tools, so I end up having to use R, Python, etc. to compute the value. Further, even with a tool thats capable of defining custom functions like this, I find that the speed of prototyping and reusability of my code in something like R is such a huge win over configuring the GUI tool, that it almost doesn't occur to me to try the GUI tool out. Happy Discovery Birthday Month M87 April Hoodie

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