More details on this process are provided in the section below. Outlier Detection and Removal Using IQR; Formula for Outlier Detection The Interquartile Range (IQR) method is a statistical technique ...

This notebook utilizes the following key Python libraries and techniques: Data Manipulation with pandas: Creating, structuring, and manipulating datasets using Pandas DataFrames.; Numerical Operations ...

Finally, we calculate IQR: IQR = Q3 – Q1 = 12 – 4 = 8. In this case, the IQR is 8. This tells us that the central half of this dataset falls between the values of 4 and 12. In conclusion, calculating ...