Click to see our collection of resources to help you on your path... Venn Diagram with R or RStudio: A Million Ways, Add P-values to GGPLOT Facets with Different Scales, GGPLOT Histogram with Density Curve in R using Secondary Y-axis, How to Add P-Values onto Horizontal GGPLOTS, Course: Build Skills for a Top Job in any Industry, Clustering Example: 4 Steps You Should Know. How to Use Logarithmic Scaling for Excel Data Analysis. This article describes how to create a ggplot with a log scale. Is there any way to convert from log-scale back to linera scale? When you set YScale to log, then internally it would take the log of the negative values you have, and would found that the log is complex. The log of negative real values is equal to the log of the positive value, plus (pi*1i) -- that is the result is complex. Opportunities for recent engineering grads. This can be done easily using the ggplot2 functions scale_x_continuous () and scale_y_continuous (), which make it possible to set log2 or log10 axis scale. An alternative is to use the function coord_trans() for transformed Cartesian coordinate system. p + scale_x_log10(), p + scale_y_log10() : Plot x and y in log 10 scale, respectively. https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#answer_217992, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_461651, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_461704, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_659324, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_706884, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_724700, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_838278, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_838295, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_1007554, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#comment_1007593, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#answer_373441, https://www.mathworks.com/matlabcentral/answers/279106-how-to-set-y-axis-as-log-scale#answer_408105. Choose a web site to get translated content where available and see local events and offers. To specify the sides of the log ticks : Allowed values for the argument sides are the combination of “t” (top), “r” (right), “b” (bottom), “l” (left). To get to negative y, you would have to go "further than infinity" down the bottom of the plot. Note that, default log ticks are on bottom and left. p + scale_y_log10() + annotation_logticks(): Display log scale ticks. Briefly, the steps are as follow: This section contains best data science and self-development resources to help you on your path. Not sure if there's an equivalence of semilogx for 3d. Remember, when you use log, there is an infinite distance in log scale between y = 1 and y = 0, since it has to pass through y = exp(-1), y = exp(-2), y = exp(-3), and so on, each of which needs to be allocated the same screen distance as between y = exp(0) and y = exp(1) . Right-click the value (Y) axis and then choose the Format Axis command from the shortcut menu that appears. coord_trans() is different to scale transformations in that it occurs after statistical transformation and will affect only the visual appearance of geoms. We introduce how to create a ggplot with log scale. I want to set only y-axis as log scale and x-axis as linear? I used loglog function but it scales both axis but I want only Y. Create a log-log plot containing two lines, and return the line objects in the variable lg. set(gca, 'YScale', 'log') show negative values as well? Other MathWorks country sites are not optimized for visits from your location. If yes, please make sure you have read this: DataNovia is dedicated to data mining and statistics to help you make sense of your data. This can be done easily using the ggplot2 functions scale_x_continuous() and scale_y_continuous(), which make it possible to set log2 or log10 axis scale. Based on your location, we recommend that you select: . https://www.mathworks.com/help/matlab/ref/gca.html. MathWorks is the leading developer of mathematical computing software for engineers and scientists. Note that, the scale functions transform the data.  X Research source The choice depends on the amount of detail that you wish to display with your graph. Reload the page to see its updated state. Allowed value for the argument trans, include also ‘log10’. Graphs that represent rapidly growing data can use one-log scales or two-log scales. Remember, when you use log, there is an infinite distance in log scale between y = 1 and y = 0, since it has to pass through y = exp(-1), y = exp(-2), y = exp(-3), and so on, each of which needs to be allocated the same screen distance as between y = exp(0) and y = exp(1) . Possible values for x and y are “log2”, “log10”, “sqrt”, …. p + scale_x_continuous(trans = “log2”), p + scale_y_continuous(trans = “log2”). Note that, log scale ticks make sense only for log scale base 10. = gca returns the current axes or chart for the current figure, which is typically the last one created or clicked with the mouse. An other possibility is the function scale_x_log10() and scale_y_log10(), which transform, respectively, the x and y axis scales into a log scale: base 10. You can also select a web site from the following list: Select the China site (in Chinese or English) for best site performance. An other possibility is the function scale_x_log10 () and scale_y_log10 (), which transform, respectively, the x and y axis scales into a log scale: base 10. Unable to complete the action because of changes made to the page. Thus moving a unit of distance along the scale means the number has been multiplied by 10 (or some o… If, hypothetically, it were able to display with complex coordinates, where would you want the values displayed? Create a log-log plot without log scale ticks. Accelerating the pace of engineering and science. The difference is in whether both the x-axis and y-axis use logarithmic scales, or only one. Such a scale is nonlinear: the numbers 10 and 20, and 60 and 70, are not the same distance apart on a log scale. For example do you want the complex portion of the coordinate to be treated as time, and the display should automatically cycle through a time period (perhaps every 2*pi seconds) with the negative values being displayed for one frame on each occasion that the complex value projected down to real?