Obtain a dataset consisting of 50 samples. You have the flexibility to choose ei-ther empirical data you collect or utilize existing datasets from online sources suchas WorldBank, stock market records, statistics institutions, IMDB, NBA website,Google Trends, etc. By utilizing a programming language of your choice, you willconduct a comprehensive analysis of the dataset, including the following steps:2

(a) Calculate mean, median, range, quartiles, interquartile range (IQR)

(b) Create a histogram and box-plot.

(c) Detect outliers by either using z-scores or IQR.

(d) Analyze your data set again without outliers (redo a and b).

(e) Summarize your findings, interpret the data, and reflect on how the presenceof outliers impacts the central tendencies and data distribution.