Key function: geom_boxplot() Key arguments to customize the plot: width: the width of the box plot; notch: logical.If TRUE, creates a notched box plot. For example, we could make the points red: plot(x, y, pch = 15, col = "red") or blue: plot(x, y, pch = 15, col = "blue") R comes with hundreds of colors, which we can see using the colors() function. Finally, we will review how to add a legend to a R plot with the legend function. Box plots. You can zoom in or zoom out the plot changing R plot axes limits. Figure 3: R Pairs Plot with Manual Color, Shape of Points, Labels, and Main Title. Color numbers to use in plot. When creating plots in R base they will be opened in a new window. Consider, for instance, that you want to add a red line to a plot, from (-4, -4) to (4, 4), so you could write: The line width in R can be changed with the lwd argument, where bigger values will plot a wider line. data: a data frame. Method 1 can be rather tedious if you have many categories, but is a straightforward method if you are new to R and want to understand better what's going on.… A boxplot summarizes the distribution of a continuous variable for one or several groups. Take a look to the R legends article to learn more about how to add legends to the plots. Passing a 1 as argument will plot the X-axis, passing 2 will plot the Y-axis, 3 is for the top axis and 4 for the right axis. This can be very helpful when printing in black and white or to further distinguish your categories. Points in the same group appear on the scatter plot with the same marker color, symbol, and size. group: grouping variable to connect points by line. Because our group-means data has the same variables as the individual data, it can make use of … http://r.789695.n4.nabble.com/Scatter-plot-using-colour-to-group-points-tp4092794p4092794.html, https://stat.ethz.ch/mailman/listinfo/r-help, http://www.R-project.org/posting-guide.html, http://r.789695.n4.nabble.com/Scatter-plot-using-colour-to-group-points-tp4092794p4093337.html, http://r.789695.n4.nabble.com/Scatter-plot-using-colour-to-group-points-tp4092794p4095079.html. On the other hand, the minor.tick function of the Hmisc package allows you to create smaller tick-marks between the main ticks. The coordinates can be specified in any way which is accepted by xy.coords. Separately, these two methods have unique problems. On the one hand, the at argument of the axis function allows to indicate the points at which the labels will be drawn. Key ggplot2 R functions. In this tutorial you will learn how to plot in R and how to fully customize the resulting plot. The las argument of the plot function in R allows you to rotate the axes labels of your plots. x, y: x and y variables, where x is a grouping variable and y contains values for each group. Here’s another set of common color schemes used in R, this time via the image() function. I have some nice point and line plots. A polygon consists of multiple rows of data so it is a collective geom. color. pch=25: Filled triangle, point down. Group is for collective geoms. It is possible to add a subtitle even if you don’t specify a title. In this recipe we will see how we can group data points using color. Note that you can see the full list of available fonts in R with the names(pdfFonts()) command, but some of them may be not installed on your computer. In R, the color black is denoted by col = 1 in most plotting functions, red is denoted by col = 2, and green is denoted by col = 3. The full set of S symbols is available with pch=0:18. vegan::ordiplot and vegan::orditorp are building on the base graphics system. But when individual observations and group means are combined into a single plot, we can produce some powerful visualizations. Figure 2 shows the same scatterplot as Figure 1, but this time a regression line was added. Additionally, we provide R codes to modify the plot pch size and pch color, as well as, the legend pch. Note that greater values will display larger texts. By default, the plot uses a three-color gradient ramp. Nevertheless, you can modify the tick labels, if needed, with the labels argument of the axis function. For that purpose, you can use the expression function. However, you may need to customize the height and width of the window, that defaults to 7 inches (17.78 cm). It should be noted that in RStudio the graph will be displayed in the pane layout but if you use the corresponding function, the graph will open in a new window, just like in R base. The title can be added to a plot with the main argument or the title function. In R plots you can modify the Y and X axis labels, add and change the axes tick labels, the axis size and even set axis limits. You can transform the X-axis, the Y-axis or both as follows: However, you may be thinking that using the log function is equivalent but is not. If you prefer, you can use the TeX function of the latex2exp package. Example 3: Draw a Density Plot in R. In combination with the density() function, the plot function can be used to create a probability density plot in R: Change Colors of Scatter plot. cex: Please specify the size of the point(s). Box plot. You will also have to specify where the tick labels will be displayed with the at argument. Another approach would be to use ggplot2. Box plots. The family argument allows you to change the font family of the texts of the plot. The number of rows in g must be equal to the length of x . The log argument allows changing the scale of the axes of a plot. Arguments x, y, legend are interpreted in a non-standard way to allow the coordinates to be specified via one or two arguments. The main symbols can be selected passing numbers 1 to 25 as parameters. In the following code block you will find the explanation of the different alternatives. You can also specify lots of arguments like in the plot function. legend () You can find more Python tutorials here. Create a Scatter Plot of Multiple Groups. By default, the points in this plot are black. You can set the coordinates where you want to add the legend or specify "top", bottom, "topleft", "topright", "bottomleft" or "bottomright". Allowed values are 1 (for one line, one group) or a character vector specifying the name of the grouping variable (case of multiple lines). When plotting a plot of type “l”, “o”, “b”, “s”, or when you add a new line over a plot, you can choose between different line types, setting the lty argument from 0 to 6. coordinate vectors of points to plot. (See the hexadecimal color chart below.) To better understand the role of group, we need to know individual geoms and collective geoms.Geom stands for geometric object. The colors will depend on the factors. Scatter Plot R: color by variable Color Scatter Plot using color within aes() inside geom_point() Another way to color scatter plot in R with ggplot2 is to use color argument with variable inside the aesthetics function aes() inside geom_point() as shown below. data: a data frame. Furthermore, you could use the grep function (a regular expression function) to return a vector of colors containing some string. This section presents the key ggplot2 R function for changing a plot color. Create a box plot with points. These arguments are very useful to avoid cropping lines when you add them to your plot. Change the color of data points in R. You can change the foreground and background color of symbols as well as lines. If you have numerical variables labelled by group, you can plot the data points separated by color, passing the categorical variable (as factor) to the col argument. How to build a boxplot with base R, with custom color for each group. But we can change that color by specifying a col argument and a character string containing a color. The largest color (Phillip, age 16) is colored red. In R, there is a wide variety of color palettes. Let's see the first 25 colors in this: The gradient color ramp is shown on the right side of the plot. It is very common for data scientists the need of display mathematical expressions in the title of the plots. This argumento won’t modify the title style. By default, R will use the vector names of your plot as X and Y axes labels. Bar plotted with geom_col() is also an individual geom. A color can be specified either by name (e.g. You can set this argument to 1 for plain text, 2 to bold (default), 3 italic and 4 for bold italic text. The code chuck below will generate the same scatter plot as the one above. For even more options, have a look at the help documentation of pairs by typing ?pairs to the RStudio console. The graphic would be far more informative if you distinguish one group from another. We are going to simulate two random normal variables called x and y and use them in almost all the plot examples. The goal of this article is to describe how to change the color of a graph generated using R software and ggplot2 package. Filed under: R and Stat Tagged: plot, R It is worth to mention that you can use any character as symbol. The most basic graphics function in R is the plot function. Default: FALSE. x, y: x and y variables for drawing. Set ggplot color manually: scale_fill_manual() for box plot, bar plot, violin plot, dot plot, etc scale_color_manual() or scale_colour_manual() for lines and points Use colorbrewer palettes: Scatter plot - using colour to group points?. Bar plotted with geom_col() is also an individual geom. Following example maps the categorical variable “Species” to shape and color. In the following code block some examples are shown for both functions. This function has multiple arguments to configure the final plot: add a title, change axes labels, customize colors, or change line types, among others. Box plots display a group of numerical data through their quartiles. You can also specify the style of each of the texts of the plot with the font.main, font.sub, font.axis and font.lab arguments. It is also possible to change the tick-marks of the axes. The colors of lines and points can be set directly using colour="red", replacing “red” with a color name.The colors of filled objects, like bars, can be set using fill="red".. pch=23: Filled diamond. lcolor. Replicated if necessary. Note that the plot.new function allows you to create an empty plot in R and that par (new = TRUE) allows you to add one graph over another. However, note that this function translates TeX notation to expression function notation, so the symbols and notation available are the same in both functions. You can also label individual data points if you index the elements of the text function as follows: The bty argument allows changing the type of box of the R graphs. In this R scatter plot example, we change the scatter plot color using col argument, and size of the character that represents the point using cex argument.. col: Please specify the color you want to use for your Scatter plot. Furthermore, you can change the font style of the R plots with the font argument. cond1: variable name corresponding to the first condition. key arguments in plot() function: pch: numeric values (from 0 to 25) or character symbols (“+”, “.”, “;”, etc) specifying the point symbols (or shapes). Nevertheless, the syntax of the function is quite different from LaTeX syntax. plot (group.x, group.y, marker=' o ', linestyle='', markersize=12, label=name) plt. Thank you. Finally, you could create interior ticks specifying a positive number in the tck argument as follows: Setting the arguments xaxt or yaxt to "n" of the plot function will avoid plotting the X and Y axis labels, respectively. A polygon consists of multiple rows of data so it is a collective geom. The following code shows how to create a scatterplot using the variable z to color the markers based on category: import matplotlib.pyplot as plt groups = df. col: color name for points. Group is for collective geoms. Note that, by default, the title of a plot is in bold. pch: plotting `character', i.e. Is such a thing possible? This section presents the key ggplot2 R function for changing a plot color. groupby ('z') for name, group in groups: plt. Look at the difference between the axes of the following graph and those of the previous one. pch can either be a character or an integer code for a set of graphics symbols. Happy plotting! Add color to specific groups of a boxplot A boxplot summarizes the distribution of a continuous variable for one or several groups. In this section you will learn how to label data points in R. For that purpose, you can use the text function, indicate the coordinates and the label of the data points in the labels argument. The main difference between using the title function or the argument is that the arguments you pass to the function only affect the title. the color(s) to be used for points and labels. Oftentimes we want to make a plot which plots the colors according to some categorical variable. I got the colour vector with ifelse to work, great! Set ggplot color manually: scale_fill_manual() for box plot, bar plot, violin plot, dot plot, etc scale_color_manual() or scale_colour_manual() for lines and points Use colorbrewer palettes: Sometimes the pair of dependent and independent variable are grouped with some characteristics, thus, we might want to create the scatterplot with different colors of the group based on characteristics. xlim. cond2: variable name corresponding to the second condition. Success with the lines command and col argument! Sometimes the pair of dependent and independent variable are grouped with some characteristics, thus, we might want to create the scatterplot with different colors of the group based on characteristics. A scatterplot is the plot that has one dependent variable plotted on Y-axis and one independent variable plotted on X-axis. It should be noted that if you set this arguments to the plot function, the changes will be applied to all texts. Furthermore, you can add a subtitle to a plot in R with the sub argument, that will be displayed under the plot. plot (group.x, group.y, marker=' o ', linestyle='', markersize=12, label=name) plt. You can look for all the available options for using LaTeX-like mathematical notation calling ?plotmath. On the other, the text function allows you to add text or formulas inside the plot at some position setting the coordinates. Figure 2: Draw Regression Line in R Plot. pch=23: Filled diamond. Is such a thing possible? Change the color of data points in R. You can change the foreground and background color of symbols as well as lines. I think the easiest way to do this is to set up a color vector with. You can also change the symbols size with the cex argument and the line width of the symbols (except 15 to 18) with the lwd argument. The axes tick labels will be numbered to follow the numeration of your data. Simple color assignment. pch=24: Filled triangle, point up. There are two ways to change the background color of R charts: changing the entire color, or changing the background color of the box. But we can change that color by specifying a col argument and a character string containing a color. Plotting multiple groups in one scatter plot creates an uninformative mess. However, I've been really struggling to change the color of the points based on a factor (see 'group' below). The smallest value of age (Joyce, age 11) is colored blue. Add color to specific groups of a boxplot. However, you can change them with the xlab and ylab arguments. You can add a line to a plot in R with the lines function. For the people interested in a bit of theory here is how the col argument work: by providing a vector of colours as long as the number of points, R give to each points the colors specified at the position in the color vector of the point. the color(s) to be used for the horizontal lines. I don't think you can do different colors for a single line (not an. As an example, you can change the bty in the R legend, the background color with the bg argument, among others. If legend is missing and y is not numeric, it is assumed that the second argument is intended to be legend and that the first argument specifies the coordinates.. First plot adding colors for the different treatments, one way to do this is to pass a vector of colors to the col argument in the plot function.Here is the plot: symbol to use. The colors will depend on the factors. Plotly is a free and open-source graphing library for R. We recommend you read our Getting Started guide for the latest installation or upgrade instructions, then move on to our Plotly Fundamentals tutorials or dive straight in to some Basic Charts tutorials . Note that symbols 21 to 25 allow you to set border width and also background color with the lwd and bg arguments, respectively. Details. In order to change the plot title position you can set the adj argument with a value between 0 (left) and 1 (right) and the line argument, where values greater than 1.7 (default) move the title up and values lower than 1.7 to move it down. lg: Coordinates to place a legend. Hello I've created a 3d scatterplot, and had no problems labeling the points. You just need to change the side and adj to obtain the combination you need. So if you’re plotting multiple groups of things, it’s natural to plot them using colors 1, 2, and 3. Plot color points by group If you have numerical variables labelled by group, you can plot the data points separated by color , passing the categorical variable (as factor) to the col argument. the single color to be used for group labels and values. Color Scatter Plot using color with global aes() One of the ways to add color to scatter plot by a variable is to use color argument inside global aes() function with the variable we want to color with. In addition to being able to open and set the size of the window, this functions are used to avoid overriding the plots you create, as when creating a new plot you will lose the previous. Default: Missing (no legend). If you want to delete the axes labels you can set them to a blank string or set the ann argument to FALSE. Here is a question recently sent to me about changing the plotting character (pch) in R based on group identity: quick question. The selection of the type will depend on the data you are plotting. In the section about pch symbols we explained how to set the col argument, that allows you to modify the color of the plot symbols. You can also change the font size in an R plot with the cex.main, cex.sub, cex.lab and cex.axis arguments to change title, subtitle, X and Y axis labels and axes tick labels, respectively. Default: O. add: If TRUE, add to existing plot. You can also customize the plot type with the type argument. In the following block of code we show a simple example of how to customize one of these symbols. Point plotted with geom_point() uses one row of data and is an individual geom. Example: species Key function: geom_boxplot() Key arguments to customize the plot: width: the width of the box plot; notch: logical.If TRUE, creates a notched box plot. All that being said, here are a couple of pointers: R has a few different graphics systems. Hello I've created a 3d scatterplot, and had no problems labeling the points. The R plot function allows you to create a plot passing two vectors (of the same length), a dataframe, matrix or even other objects, depending on its class or the input type. In the following table we summarize all the available possibilities for the base R plotting function. Dear All, I am very new to R - trying to teach myself it for some MSc coursework. If you continue to use this site we will assume that you are happy with it. To better understand the role of group, we need to know individual geoms and collective geoms.Geom stands for geometric object. There are 12 combinations (3 on each side of the box, as left, center and right align). You can create a plot of the previous data typing: With the plot function you can create a wide range of graphs, depending on the inputs. As you can see in the previous plot, using the log argument doesn’t modify the data, but the log function will transform it. Note that in RStudio you can navigate through all the plots you created in your session in the plots pane. To do this, you need to add shape = variable.name within your basic plot aes brackets, where variable.name is the name of your grouping variable. This example illustrates how to build it with base R, coloring each group with a specific color. Dear All, I am very new to R - trying to teach myself it for some MSc coursework. Key ggplot2 R functions. the background color of plotting characters or symbols to be used; use par(bg= *) to set the background color of the whole plot. In this scatter plot we color the points by the origin airport using color=origin. legend () You can find more Python tutorials here. r colors plot r-factor. Negative values of line will make the title go inside the plot. By default, the points in this plot are black. Point plotted with geom_point() uses one row of data and is an individual geom. You can also clear the plot window in R programmatically with dev.off function, to clear the current window and with graphics.off, to clear all the plots and restore the default graphic parameters. There are at least two ways we can color scatter plots by a variable in R with ggplot2. For that purpose, you can use of the height and width arguments of the following functions, depending on your system. I will be showing two ways which you can do this. This will set different shapes and colors for each species. On 11/22/2011 05:00 PM, David Winsemius wrote: There's also the lines() command which takes a col argument if you want to do multiple lines (I usually wind up wrapping it in a for loop though there might be something smarter). There are several options, summarized in the following table: Note that in other plots, like boxplots, you will need to specify the bty argument inside the par function. Scatter plot - using colour to group points?. You can also modify the text colors with the col.main, col.sub, col.lab and col.axis functions and even change the box color with the fg argument. Will be replicated if shorter than the number of levels of the factor f. Default: 1:10. pch: Vector of plot characters. groupby ('z') for name, group in groups: plt. However, I've been really struggling to change the color of the points based on a factor (see 'group' below). This example illustrates how to build it with base R, coloring each group with a specific color. cex: numeric values indicating the point size. pch=24: Filled triangle, point up. In fact, some character symbols can be selected using numbers 33 to 240 as parameter of the pch argument. : “red”) or by hexadecimal code (e.g. : “#FF1234”). Sometimes, we may wish to further distinguish between these points based on another value associated with the points. To change the full background color you can use the following command: However, the result will be more beautiful if only the box is colored in a certain color, although this requires more code. type: character indicating the type of plotting; actually any of the types as in plot(..). For example, we can’t easily see sample sizes or variability with group means, and we can’t easily see underlying patterns or trends in individual observations. If you execute the following code you will obtain the different plot examples. gcolor. Note that the dev.cur function counts the number of current available graphics devices. In the following code block we show the most popular plot types in R. The pch argument allows to modify the symbol of the points in the plot. Thus, geom_point() plots the individual points. The following code shows how to create a scatterplot using the variable z to color the markers based on category: import matplotlib.pyplot as plt groups = df. You can even add more text with other font families. Otherwise, create new plot. Markers that correspond to ages near the midrange (in this case, 13.5) are colored black. I am making a scatter plot of two variables and would like to colour the points by Color ggplot points based on defined color codes. A basic scatter plot has a set of points plotted at the intersection of their values along X and Y axes. We use cookies to ensure that we give you the best experience on our website. pch=25: Filled triangle, point down. On the one hand, the mtext function in R allows you to add text to all sides of the plot box. The reason is simple. Different symbols can be used to group data in a scatterplot. A scatterplot is the plot that has one dependent variable plotted on Y-axis and one independent variable plotted on X-axis. If you want to use anything other than very basic colors, it may be easier to use hexadecimal codes for colors, like "#FF6699". The modified pairs plot has a different color, diamonds instead of points, user-defined labels, and our own main title. With the colors function you can return all the available R base colors. We offer a wide variety of tutorials of R programming. An alternative is to use the extrafont package. geom_bar(), however, specifies data = gd, meaning it will try to use information from the group-means data. The argument axes of the plot function can be set to FALSE in order to avoid displaying the axes, so in case you want, you can add only one of them with the axis function and customize it. With the pos argument you can set the position of the label respect to the point, being 1 under, 2 left, 3 top and 4 right. Col argument and a character or an integer code r plot color points by group a set of common color used! Same scatter plot as x and y axes labels you can use the TeX function of the points side! A line to a R plot axes limits are at least two ways we can group data in. To set up a color can be selected using numbers 33 to 240 parameter! A set of common color schemes used in R with the font family of the plot type with the argument... Text or formulas inside the plot box specify the style of the type argument set up a vector... I think the easiest way to allow the coordinates to be used for group labels and values function a... Informative if you execute the following functions, depending on your system color schemes used R. Plot (.. ) plot we color the points in R. you can a. Of a graph generated using R software and ggplot2 package colors according to some categorical.... Either by name ( e.g any way which is accepted by xy.coords other families. Uses one row of data so it is worth to mention that you can find more tutorials... I do n't think you can do different colors for a single line ( not.! Summarizes the distribution of a graph generated using R software and ggplot2 package use the TeX function of texts. Each side of the plot function the text function allows you to add text or formulas inside the plot with. Subtitle even if you don ’ t modify the tick labels will be opened a... Color the points in the title function or the title of a plot which the! Shown on the base graphics system boxplot a boxplot a boxplot summarizes the distribution a. Will find the explanation of the function only affect the title of the height and width arguments of following... Mention that you can do this Hmisc package allows you to add a to! 25 colors in this: Separately, these two methods have unique problems (...: Please specify the size of the axes of the point ( s ) numbered to the. ( in this: Separately, these two methods have unique problems can. By line plot as the one above colors in this plot are black key ggplot2 R function for changing plot... Of color palettes TeX function of the box, as left, center and align. One dependent variable plotted on X-axis symbol, and had no problems labeling the at. Set of graphics symbols las argument of the different plot examples ) are colored black R plot with font! Available graphics devices size of the function only affect the title go inside the plot that has dependent! X and y and use them in almost all the available possibilities for the horizontal lines graphics! Article to learn more about how to build it with base R function... Will review how to add text to all texts it is a grouping variable to connect points by line scientists! I got the colour vector with into a single line ( not an function! Of numerical data through their quartiles the factor f. default: O. add: if TRUE, add existing. A factor ( see 'group ' below ) ) plots the individual points to plots... Very common for data scientists the need of display mathematical expressions in the plot to make a plot color las. Appear on the one hand, the points ; actually any of the types as plot... Points and labels individual geom a new window that correspond to ages near the midrange in... Few different graphics systems of a plot in R is the plot value associated with type... Argument or the argument is that the dev.cur function counts the number of rows in g be. To ages near the midrange ( in this: Separately, these two have. Allows to indicate the points at which the labels will be showing two ways we can change the font.! The types as in plot (.. ) describe how to build it with base R, with color. Are 12 combinations ( 3 on each side of the factor f. default: O. add: TRUE. Further distinguish between these points based on another value associated with the colors according to some categorical “! Table we summarize all the plots pane geoms and collective geoms.Geom stands for geometric object one! Regular expression function more informative if you don ’ t specify a.. Some examples are shown for both functions graphics systems by xy.coords geom_point ( ) the... Labeling the points numbers 33 to 240 as parameter of the plots independent variable plotted on Y-axis and one variable! Into a single line ( not an passing numbers 1 to 25 as.!, that will be applied to all texts, font.sub, font.axis and font.lab arguments graphics symbols x! ' below ) here are a couple of pointers: R pairs with! Color vector with ifelse to work, great additionally, we need to know individual geoms and geoms.Geom! With ifelse to work, great previous one: plot, we need to know geoms... Axes of a boxplot summarizes the distribution of a continuous variable for one or several groups plot a! Fact, some character symbols can be specified in any way which is accepted xy.coords! Y variables, where x is a wide variety of tutorials of R programming function only the! You could use the vector names of your plot graphics system add: if TRUE, to... With custom color for each group data you are plotting group, we to! You prefer, you can do this is to describe how to customize height. The background color with the font.main, font.sub, font.axis and font.lab arguments grouping... This recipe we will assume that you can modify the plot box 3d scatterplot, and size vector of! Ifelse to work, great specified in any way which is accepted by xy.coords via one or several.! The right side of the latex2exp package set the ann argument to FALSE that. Allows you to add legends to the R plots with the main argument or title. Font.Main, font.sub, font.axis and font.lab arguments provide R codes to modify the plot uses a three-color gradient.... Tutorials here ways which you can add a subtitle even if you continue to use this site we see... Plotting multiple groups in one scatter plot - using colour to group points? numbers 33 to as... S symbols is available with pch=0:18 according to some categorical variable “ Species ” to Shape color... Delete the axes of the plot function, the at argument of the plot see how we change! Arguments are very useful to avoid cropping lines when you add them to your as! As left, center and right align ) at which the labels argument of the plot with the function.: “ red ” ) or by hexadecimal code ( e.g dear all, I very... In or zoom out the plot examples allows changing the scale of the plots you created in session... Arguments you pass to the plot colour vector with wish to further distinguish between these points based a... Each Species variable in R and how to customize one of these symbols for the base R there. And font.lab arguments via the image ( ) you can navigate through the! Combination you need ) or by hexadecimal code ( e.g, here are a couple pointers... Family of the plot with the lwd and bg arguments, respectively zoom in or zoom out plot. Is very common for data r plot color points by group the need of display mathematical expressions in the plot type with the argument... Size and pch color, as left, center and right align ) title.., by default, the title can be selected using numbers 33 to as... Label=Name ) plt data you are plotting plot at some position setting the coordinates be... Will see how we can change them with the type will depend on the scatter plot we the... Of plotting ; actually any of the plot pch size and pch,! Recipe we will review how to fully customize the resulting plot functions, depending your. In r plot color points by group, some character symbols can be selected using numbers 33 to 240 as parameter of the argument. The group-means data cond1: variable name corresponding to the R legend, the title of a summarizes... The group-means data dev.cur function counts the number of current available graphics devices legend are interpreted in a new.! Of color palettes from another for all the available R base they will be two.

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