ECDF Plot
One of the personal highlights of Seaborn update is the availability of a function to make ECDF plot. ECDF aka Empirical Cumulative Distribution is a great alternate to visualize distributions.
In an ECDF plot, x-axis correspond to the range of data values for variables and on the y-axis we plot the proportion of data points (or counts) that are less than are equal to corresponding x-axis value.
Unlike histograms and density plot, ECDF plot enables to visualize the data directly without any smoothing parameters like number of bins. Its use possibly visible when you have multiple distributions to visualize.
A potential disadvantage is that
the relationship between the appearance of the plot and the basic properties of the distribution (such as its central tendency, variance, and the presence of any bimodality) may not be as intuitive.
On this page of the site you can watch the video online ECDF Plot with a duration of hours minute second in good quality, which was uploaded by the user ARIHO K ATWIBU 28 March 2022, share the link with friends and acquaintances, this video has already been watched 226 times on youtube and it was liked by 0 viewers. Enjoy your viewing!
