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1. Pandas-Profiling Pandas-Profiling Public

   Pandas profiling is an open source Python module with which we can quickly do an exploratory data analysis with just a few lines of code.In short, what pandas profiling does is save us all the work…

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2. BoxCoxTransformation BoxCoxTransformation Public

   A Box Cox transformation is a way to transform non-normal dependent variables into a normal shape. Normality is an important assumption for many statistical techniques; if your data isn't normal

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3. QQ-plots QQ-plots Public

   The quantile-quantile (q-q) plot is a graphical technique for determining if two data sets come from populations with a common distribution. A q-q plot is a plot of the quantiles of the first data …

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4. Normal-Distribution Normal-Distribution Public

   Normal distribution, also known as the Gaussian distribution, is a probability distribution that is symmetric about the mean, showing that data near the mean are more frequent in occurrence than da…

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