This is a great way to avoid having rotated text.I banged my head against the wall figuring out how to sort a simple bar chart of a category (which graph builder can automatically count and display the proper bar heights for, but gives no sorting abillity by that count.). This axis feature is available in all JMP graphs, not just those within Graph Builder. And this makes it easier to construct 100% stacked bars.Īxis tick labels can now wrap over multiple lines. This is useful when you have multiple Xs and Ys and overlay levels. Read more about contour plots.įor summarizing elements, such as bar charts, the single summary statistic for percent has been replaced with three more specific options to control the basis for the percent calculations. And the outer boundary is no longer restricted to being convex by using alpha shapes (as shown here). The contour element provides a choice of showing lines, fills or both for the contours, and a choice of showing the outer boundary line. The regions need not be contiguous for bimodal data. The darker area shows the region with the highest density for 50% of the data, and the lighter area shows the 99% region. The lighter fill is equivalent to the tails or fenced region of a box plot.īivariate density contours can be shown as 2-D HDR plots, useful for quick comparison of possibly-irregular bivariate distributions. ![]() The darker area shows the innermost 50% of the data. As a result, it combines the quick overview of a box plot with the multimodality detection of a violin plot.īivariate density contours can be shown as " bag plots," meant to be an extension of box plots into two dimensions. HDR shows the 50% and 99% density levels plus the mode and outliers. Univariate density contours can be shown as Highest Density Region (HDR) plots in addition to violin plots. For elements like Bar that summarize by category, this command enables you to extract the actual results of those summaries as formulas. Several elements have a Save Formula command that will create a new column in the table with the results formula. This causes the fit to apply to the transformed (e.g., log) values instead of the raw values. Line of Fit and other elements have an "Adapt to Axis Scale" option in their red triangle menus (also new!). ![]() The Time Series analytics in JMP has been updated for JMP 15, and the basics are available in Graph Builder as another new mode for the Line of Fit element this allows for seasonal fits with forecast regions. Here it is with the classic Anscombe quartet data. As a result of the fatter tails of the Cauchy distribution, the fit is less affected by outliers. The Line of Fit element has a new mode called Robust Cauchy, which assumes the residuals follow a Cauchy distribution instead of a Gaussian distribution. The Line element now has Area features like stacking and filling. The Area element now has Line features like connection style (step is shown) and missing value treatment. The Line and Area elements have had their options aligned to match each other. ![]() With many histograms in a single frame, the Histogram element has an overlap feature that can be used to create a "ridgeline" plot. The Histogram element has three new drawing modes: frequency polygon, smooth kernel density (shown here) and shadowgram. The Histogram element can show a choice of count or percentage on the response (or Y) axis. Shaded error intervals can be enabled directly in the Line and the Points elements, as an alternative of error bars, without the need to layer in a separate Area element. Now, they can be colored systematically with data by putting a variable in the Color role. Previously, box plots could be colored individually. But blending can useful when there is some overlap, like the blue-green overlap in this heatmap of the familiar Iris data. It works best if all the values in a cell have the same category level. Heatmaps now support categorical coloring variables. Some of these will be explored in depth in upcoming blog posts. Here's a quick tour of many of the enhancements made to Graph Builder in JMP 15.
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