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hi guys welcome back to a4 analysis i am back after a long time but heres a good news i have a really good data set and today well do exploratory data analysis now my work is already done i have done the coding part i have done the visualization i have also written a blog but in case you have seen none of it i will explain each and every single step of what i have done and i will also walk through the code that i have written so first let us understand what is the case study here is this is a case study to understand the bank loan defaulters we are wanting to do a exploratory data analysis and that is the only purpose we have in this case study will be using very simple tools will not use anything fancy but with the use of very basic tools well try to get as much information as possible so what is the problem statement here so there is a bank who wants to give loan to the applicants now whenever some person is giving an application the bank needs to understand whether at all the pe