How can you use box and whisker plots to assess the impact of data cleaning or preprocessing steps?

import pandas as pd from plotnine import (ggplot, aes, geom_boxplot, geom_jitter, scale_x_discrete, coord_flip,) The boxplot compactly displays the ... Constructing a Box and Whisker Diagram. First of all outliers are plotted against the number line. The main body of the box is made up of three lines: the first ... A box and whisker plot—also called a box plot—displays the five-number summary of a set of data. The five-number summary is the minimum, first quartile, median, ... For a Tukey box plot, the whisker spans from the smallest data to the largest data within the range [Q1 - k * IQR, Q3 + k * IQR] where Q1 and Q3 are the first ... Mar 6, 2020 ... The five number summary (minimum, first quartile, median, third quartile, and maximum) are available through the Get course-level assignment data endpoint of ... Sep 2, 2021 ... The whiskers are the two lines outside the box, that go from the minimum to the lower quartile (the start of the box) and then from the upper ... In older versions, stock charts exist, and are similar to box and whisker plots but require data in a very specific format, which isn't always possible with ... The T-shaped whisker is either the maximum value of your data but at most 1.5 times the interquartile range. Any observations that are more than 1.5 ... Boxplot charts help you visualize the distribution and spread of values in your dataset. Boxplot charts can be especially useful for comparing values across ... A boxplot is drawn as a box with a line inside of it, and has extended lines attached to each of its sides (known as “whiskers”). The box is used to represent ...