How can I plot the empirical CDF of an array of numbers with Matplotlib in Python? I'm looking for the CDF analog of Pylab’s hist function. One thing I can think of is: from scipy.stats import cumf...

In order to obtain a ECDF plot with seaborn, one shall do as follows: sns.ecdfplot(data=myData, x='x', ax=axs, hue='mySeries') This will give an ECDF plot for each of the series mySeries within my...

I am trying to plot 4 ecdf functions on one plot but can't seem to figure out the proper syntax. If I have 4 functions "A, B, C, D" what would be the proper syntax in R to get them to be plotted ...

I currently use stat_ecdf to plot my cumulative frequency graph. Here is the code I used cumu_plot <- ggplot(house_total_year, aes(download_speed, colour = ISP)) + stat_ecdf(size=1) Howev...

I am trying to create a table using values from an ecdf plot. I've recreated an example below. #Data data(mtcars) #Sort by mpg mtcars <- mtcars[order(mtcars$mpg),] #Make arbitrary ranking vari...

I have a couple of cumulative empirical density functions which I would like to plot on top of each other in order to illustrate differences in the two curves. As was pointed out in a previous ques...

I like the stat_ecdf() feature part of ggplot2 package, which I find quite useful to explore a data series. However this is only visual, and I wonder if it is feasible - and if yes how - to get the...

Is there a way to plot the CDF + cumulative histogram of a Pandas Series in Python using Seaborn only? I have the following: import numpy as np import pandas as pd import seaborn as sns s = pd.Ser...

I have read other posts (such as here) on getting the "reverse" of quantile -- that is, to get the percentile that corresponds to a certain value in a series of values. However, the answers don't...

I am trying to use ecdf, but I am not sure if I am doing it right. My ultimate purpose is to find what quantile corresponds to a specific value. As an example: sample_set <- c(20, 40, 60, 80, 1...

Plotting an ecdf object in R produces a nice empirical distribution function. E.g: x = seq(1,10,1) ecdf1 = ecdf(x) plot(ecdf1,verticals=TRUE, do.points=FALSE) However, the default behavior produ...

I'm trying to use stat_ecdf() to plot cumulative successes as a function of a rank score created by a predictive model. #libraries require(ggplot2) require(scales) # fake data for reproducibility...

If I use the ecdfplot() function of the latticeExtra package how do I get the actual values calculated i.e. the y-values which correspond to the ~x|g input? I've been looking at ?ecdfplot but ther...

I want to draw the CDF plot of multiple variables in the same graph. The length of the variables are different. To simplify the detail, I use the following example code: library("ggplot2") a1 &lt...

I am aware of statsmodels.tools.tools.ECDF but since the calculation of an empricial cumulative distribution function (ECDF) is pretty straight-forward and I want to minimise dependencies in my pro...

Is there a simple and fast way to obtain the frequency of each integer that occurs in a vector of integers in R? Here are my attempts so far: x <- floor(runif(1000000)*1000) print('*** using ...

I have a set of data that is tough to visualize, but I think an ECDF with a couple of points and lines added to it will do the trick. I am able to plot things the way that I want; my problem is col...