scatter3 displays circles at the locations specified by X, Y, and Z, with different sizes, colors, and marker types. You can plot one set of coordinates, multiple sets of coordinates, table data, or a custom object …Create a scatter plot of random numbers. Specify the marker size as 75 points, and use name-value arguments to specify the marker outline and fill colors. The MarkerEdgeColor property controls the outline color, and the MarkerFaceColor controls the fill color. x = rand (1,100); y = rand (1,100); scatter (x,y,75, "MarkerEdgeColor", "b", ... Since R2021b. One way to plot data from a table and customize the colors and marker sizes is to set the ColorVariable and SizeData properties. You can set these properties as name-value arguments when you call the scatter3 function, or you can set them on the Scatter object later.. For example, read patients.xls as a table tbl.Plot the relationship between …Create a scatter plot matrix of random data. Specify the marker type and the color for the scatter plots. X = randn (50,3); plotmatrix (X, '*r') The LineSpec option sets properties for the scatter plots. To set properties for the histogram plots, return the histogram objects.Create a swarm chart of the first data set, and specify a uniform marker size of 5. Then call hold on to plot the second and third data sets together with the first data set. Call hold off to release the hold state of the axes. swarmchart (x1,y1,5) hold on swarmchart (x2,y2,5) swarmchart (x3,y3,5) hold off. Cremation has become an increasingly popular choice for many families when it comes to the final disposition of their loved ones. As traditional burial practices can have a signifi...w = x + y; % Make a contour plot with the w-data. [xg, yg] = meshgrid (0 : 0.1 : 1); wg = griddata (x,y,w,xg,yg); contour (xg,yg,wg); % Make a scatter3 plot with the z-data, and also use the z-data to color the markers. The fourth input is empty ( [] ) because we want the markers to all be the same size. hold on.Specify Axes for Scatter Plot. Load the carsmall data set. Create a figure with two subplots and return the axes objects as ax1 and ax2. Create a scatter plot in each set of axes by referring to the corresponding Axes object. In the left subplot, group the data using the Model_Year variable.ts = textscatter3 (xyz,str) creates a 3-D text scatter plot with elements of str at the locations specified by the rows of xyz. This syntax is equivalent to textscatter (xyz (:,1),xyz (:,2),xyz (:,3),str). ts = textscatter3 (ax, ___) plots into axes object ax. Use this syntax with any of the input arguments in previous syntaxes. BUT what I want is to use "matrix2" to colour code the plots. For example if a row in "matrix2" shows a "1" the corresponding row number in "matrix1" is blue on the scatter plot and if "matrix2" shows a "2" the corresponding row number in "matrix1" is red on the scatter plot.Description of Scatter Plots in MATLAB. Here is the description of scatter plots in MATLAB mention below. 1. scatter(a, b) This function will help us to make a scatter plot graph with circles at the specified locations of ‘a’ and ‘b’ vector mentioned in the function; Such type of graphs are also called as ‘Bubble Plots’Jan 30, 2018 ... polyfit() should work. Did you try the demo I attached? Just plug in your x and y values and it should work. If you still can't figure it out, ...BUT what I want is to use "matrix2" to colour code the plots. For example if a row in "matrix2" shows a "1" the corresponding row number in "matrix1" is blue on the scatter plot and if "matrix2" shows a "2" the corresponding row number in "matrix1" is red on the scatter plot.However, you can use the hold on command to combine multiple plots in the same axes. For example, plot two lines and a scatter plot. Then reset the hold state to off. x = linspace (0,10,50); y1 = sin (x); plot (x,y1) title ( 'Combine Plots' ) hold on y2 = sin (x/2); plot (x,y2) y3 = 2*sin (x); scatter (x,y3) hold off. When the hold state is on ...Jan 15, 2014 · Here is an example I just tested: figure; % add this line before imshow () imshow (img); hold on; load seamount s = sqrt (-z/2); c = z; scatter (x,y,s,c,'fill') hold off; You can see that its color shown on the image is (roughly) consistent with the color when drawing it alone. Edit: you can always change the color to whatever you like by ... scatterm (lat,lon) creates a scatter plot on the current axesm -based map with circular markers at the geographic locations specified by lat and lon. To display scatter plots on geographic axes or map axes, use the geoscatter function instead. scatterm (lat,lon,sz) specifies the circle sizes. scatterm (lat,lon,sz,c) specifies the circle colors. matlab; scatter-plot; Share. Improve this question. Follow edited Aug 4, 2012 at 5:35. Peter Mortensen. 30.9k 22 22 gold badges 107 107 silver badges 131 131 bronze badges. asked Mar 20, 2010 at 2:36. Mark Mark. 315 3 3 gold badges 4 4 silver badges 6 6 bronze badges. 1.A convenient way to plot data from a table is to pass the table to the scatter function and specify the variables you want to plot. For example, read patients.xls as a table tbl. Plot the relationship between the Systolic and Diastolic variables by passing tbl as the first argument to the scatter function followed by the variable names. Notice ... Since R2019b. To plot two sets of data with separate x - and y-axes, create two separate axes objects in a tiled chart layout.Within one of the axes objects, move the x-axis to the top of the plot box, and move the y-axis to the right side of the plot box. This example shows how to create a 3-D scatter plot in MATLAB. You can read about the scatter3 function in the MATLAB documentation. Load data on ozone levels. Calculate ozone levels. Make a color index for the ozone levels. nc = 16; offset = 1; c = response - min (response); c = round ( (nc-1-2*offset)*c/max (c)+1+offset); Create a 3-D scatter ...The simplest way to color a scatter plot by an additional variable is to simply pass it as the "color"-argument. Say you have x, y, and time (where time is a numeric vector. If time contains date strings instead, call datenum on it, first). Then you can write. scatter (x,y, [],time,'filled')Then you can create a basic 3D scatter plot: scatter3 (m (:,1), m (:,2), m (:,3)) However, this is not what you want, because points are in the same colour. To add colour based on your colouring logic, you should firstly create a color matrix using one of the MATLAB's built-in color maps. Here I use jet: myc = jet (n);Jun 26, 2009 ... How can I apply data labels to each point in a... Learn more about scatter, data, labels, points, text MATLAB.boxchart (ydata) creates a box chart, or box plot, for each column of the matrix ydata. If ydata is a vector, then boxchart creates a single box chart. Each box chart displays the following information: the median, the lower and upper quartiles, any outliers (computed using the interquartile range), and the minimum and maximum values that are ...The simplest way to color a scatter plot by an additional variable is to simply pass it as the "color"-argument. Say you have x, y, and time (where time is a numeric vector. If time contains date strings instead, call datenum on it, first). Then you can write. scatter (x,y, [],time,'filled')Not all magic tricks go as planned. View these 10 epic magic trick failures to learn about magic tricks gone wrong. Advertisement Some magical mishaps are laughable, like when a ma...How to add a regression line to a scatter plot in MATLAB. 0. Add line to Scatter Plot. 1. Plotting Additional Line w/o adjusting Plot Window around Original Data in Matlab. Hot Network Questions Can you use two weapon fighting on a bonus action after casting a spell with war caster?산점도 플롯을 만들고 scatter series 객체 s 를 반환합니다. theta = linspace (0,1,500); x = exp (theta).*sin (100*theta); y = exp (theta).*cos (100*theta); s = scatter (x,y); s 를 사용하면 scatter series 객체가 생성된 후에 이 객체의 속성을 쿼리하고 설정할 수 있습니다. 선 너비를 0.6 포인트로 ... A convenient way to plot data from a table is to pass the table to the scatter function and specify the variables you want to plot. For example, read patients.xls as a table tbl. Plot the relationship between the Systolic and Diastolic variables by passing tbl as the first argument to the scatter function followed by the variable names. Notice ... A simple scatter plot from a 2d matrix. I am looking to make a simple scatter plot, with 1:5 range on both axes, that show a marker at the a1,a2 locations. Ideally, it wouldnt hurt to show the calculated f (a1,a2) value of each point, or maybe colorcode the markers but thats not crucial. I tried quite a few: plot, plot3, surf, scatter, without ...Vector and Matrix Data. scatter (x,y) creates a scatter plot with circular markers at the locations specified by the vectors x and y. To plot one set of coordinates, specify x and y as vectors of equal length. To plot multiple sets of coordinates on the same set of axes, specify at least one of x or y as a matrix. A simple scatter plot from a 2d matrix. I am looking to make a simple scatter plot, with 1:5 range on both axes, that show a marker at the a1,a2 locations. Ideally, it wouldnt hurt to show the calculated f (a1,a2) value of each point, or maybe colorcode the markers but thats not crucial. I tried quite a few: plot, plot3, surf, scatter, without ...However, you can use the hold on command to combine multiple plots in the same axes. For example, plot two lines and a scatter plot. Then reset the hold state to off. x = linspace (0,10,50); y1 = sin (x); plot (x,y1) title ( 'Combine Plots' ) hold on y2 = sin (x/2); plot (x,y2) y3 = 2*sin (x); scatter (x,y3) hold off. When the hold state is on ...scatter ( x, y) creates a scatter plot with circles at the locations specified by the vectors x and y. This type of graph is also known as a bubble plot. scatter ( x, y, sz) specifies the circle sizes. To plot each circle with equal size, specify sz as a scalar. To plot each circle with a different size, specify sz as a vector with length equal ... 1 Answer. What you're seeing is the correct behaviour of caxis. When you set caxis ( [0 0.01]), all values greater than 0.01 are assigned the colour red (or brown, whatever you call it). In z1, all except the last point are greater than 0.01 and so …Mar 30, 2014 ... Plotting a Scatter Plot With Logarithmic Axes. Learn more about scatter plotting.Jul 11, 2015 ... Scatter plot using secondary axis of plotyy. Learn more about plotyy, scatter.Jan 8, 2010 · A more general solution might be to use polyfit. You need to use polyfit to fit a line to your data. Suppose you have some data in y and you have corresponding domain values in x, (ie you have data approximating y = f (x) for arbitrary f) then you can fit a linear curve as follows: p = polyfit (x,y,1); % p returns 2 coefficients fitting r = a_1 ... BUT what I want is to use "matrix2" to colour code the plots. For example if a row in "matrix2" shows a "1" the corresponding row number in "matrix1" is blue on the scatter plot and if "matrix2" shows a "2" the corresponding row number in "matrix1" is red on the scatter plot.Create a scatter plot matrix of random data. Specify the marker type and the color for the scatter plots. X = randn (50,3); plotmatrix (X, '*r') The LineSpec option sets properties for the scatter plots. To set properties for the histogram plots, return the histogram objects.where x ¯ 1 and y ¯ represent the average of x 1 and y, respectively.. plotAdded plots a scatter plot of (x ˜ 1 i, y ˜ i), a fitted line for y ˜ as a function of x ˜ 1 (that is, β 1 x ˜ 1), and the 95% confidence bounds of the fitted line.The coefficient β 1 is the same as the coefficient estimate of x 1 in the full model, which includes all predictors.Create a scatter plot with marginal histograms. Specify the number of bins and line widths of the histograms, the location of the scatter plot, and the legend visibility. Load the patients data set and create a scatter histogram chart from the data. Compare the patients' Diastolic and Systolic values, and group the data according to the ... Create a swarm chart of the first data set, and specify a uniform marker size of 5. Then call hold on to plot the second and third data sets together with the first data set. Call hold off to release the hold state of the axes. swarmchart (x1,y1,5) hold on swarmchart (x2,y2,5) swarmchart (x3,y3,5) hold off. polarscatter(___,Name,Value) modifies the appearance of the scatter plot using one or more name-value pair arguments. For example, you can use semi-transparent markers by specifying 'FaceAlpha' and a scalar value between 0 and 1 . Description. scatterplot (x) creates a scatter plot to display the input signal x in the IQ-plane. Specifically, the IQ-plane displays the in-phase and quadrature components of a modulated signal on the real and imaginary axis of an xy-plot. scatterplot (x,n) specifies decimation factor n. The function plots every n th value of x, starting from ...May 23, 2017 · Matlab scatter plot categorical x-axis data. 1. Colour line plot by categorical data in MATLAB. 1. Matlab plot of categorical x-axis and cell array data. 0. May 23, 2017 · Matlab scatter plot categorical x-axis data. 1. Colour line plot by categorical data in MATLAB. 1. Matlab plot of categorical x-axis and cell array data. 0. Use scatteredInterpolant to perform interpolation on a 2-D or 3-D data set of scattered data . scatteredInterpolant returns the interpolant F for the given data set. You can evaluate F at a set of query points, such as (xq,yq) in 2-D, to produce interpolated values vq = F (xq,yq). Use griddedInterpolant to perform interpolation with gridded data. Create a scatter plot with marginal histograms. Specify the number of bins and line widths of the histograms, the location of the scatter plot, and the legend visibility. Load the patients data set and create a scatter histogram chart from the data. Compare the patients' Diastolic and Systolic values, and group the data according to the ...Description. ts = textscatter (x,y,str) creates a text scatter plot with elements of str at the locations specified by the vectors x and y, and returns the resulting TextScatter object. ts = textscatter (xy,str) uses locations specified by the rows of xy. This syntax is equivalent to textscatter (xy (:,1),xy (:,2),str).A convenient way to plot data from a table is to pass the table to the scatter function and specify the variables you want to plot. For example, read patients.xls as a table tbl. Plot the relationship between the Systolic and Diastolic variables by passing tbl as the first argument to the scatter function followed by the variable names. Notice ... densityScatterChart. Version: 1.1. Density Scatter Chart is a scatter where the color (and/or transparency) of the markers indicates the density of points. How to use: x=randn (1000,1); y=randn (1000,1) densityScatterChart (x,y); % create a chart where color varies with density %% You can set properties using name value pairs % Create a chart ...Mar 22, 2023 · Description of Scatter Plots in MATLAB. Here is the description of scatter plots in MATLAB mention below. 1. scatter(a, b) This function will help us to make a scatter plot graph with circles at the specified locations of ‘a’ and ‘b’ vector mentioned in the function; Such type of graphs are also called as ‘Bubble Plots’ Plot two lines against the right y -axis. The hold command affects both the left and right y -axes, so you do not need to reissue it. After plotting, turn hold back off. yr1 = x; yr2 = x.^2; yyaxis right plot (x,yr1) plot (x,yr2) hold off. Clear the left side by making it active and then using the cla command. Recently, my daughter was upstairs in her room cleaning when I heard a loud crash. Sprinting up the stairs, I arrived to find her old bookcase collapsed in a heap with magazines, b...Such data are easy to visualize using 2D scatter plots, bivariate histograms, boxplots, etc. It's also possible to visualize trivariate data with 3D scatter plots, or 2D scatter plots with a third variable encoded with, for example color. However, many datasets involve a larger number of variables, making direct visualization more difficult. This example explores …1. Ran in: Use the following syntax for scatter3. scatter3 (X,Y,Z,S,C) Your input C can be a vector the same length as your x,y,z data. See this example. Theme. Copy. load patients.Jan 15, 2014 · Here is an example I just tested: figure; % add this line before imshow () imshow (img); hold on; load seamount s = sqrt (-z/2); c = z; scatter (x,y,s,c,'fill') hold off; You can see that its color shown on the image is (roughly) consistent with the color when drawing it alone. Edit: you can always change the color to whatever you like by ... Sorted by: 6. The main difference between the time required to run scatter3 and plot3 comes from the fact that plot3 is compiled, while scatter3 is interpreted (as you'll see when you edit the functions). If scatter3 was compiled as well, the speed difference would be small. The main difference between the time required to plot in a loop versus ...This function generates a scatter-plot for two variables X and Y. The density of the data is calculated and visualized as a heatmap-like coloring of the markers. Optionally, the correlation and least-square-fit of the data is calculated and integrated in the plot. Output-file can be saved to any matlab-supported filetype.Description example plotmatrix (X,Y) creates a matrix of subaxes containing scatter plots of the columns of X against the columns of Y. If X is p -by- n and Y is p -by- m , then plotmatrix produces an n -by- m matrix of …Create a Scatter Plot Using the scatter() Function in MATLAB. The scatter(x,y) function creates a scatter plot on the location specified by the input vectors x and y. By default, the scatter() function uses circular markers to plot the given data. For example, let’s use the scatter() function to create a scatter plot of given data. See the …3-D scatter plot. Syntax. scatter3(X,Y,Z,S,C) scatter3(X,Y,Z) scatter3(X,Y,Z,S) scatter3(...,markertype) scatter3(...,'filled') h = scatter3(...,) Description. …The other night, I was getting dressed to go out for the evening when I heard the most ominous sound a homeowner can hear: Drip . . . Drip. To my chagrin, a rivulet of water was ma...What is the history of the remote control? Visit HowStuffWorks to learn what the history of the remote control is. Advertisement Remote controls are one of the most ubiquitous symb...There should be two scatter plots in one graph with two different colors (for example the scatter plot of matrix A will be blue and matrix B will be green). Finally, I need to check if they are linear separable, so one line should be added to the graph. Some examples of the data: x: -0.6683, -1.9977, -0.7086, 0.1071, -0.7550. Y: -1.6133, 0.5622 ...Scatter chart appearance and behavior. expand all in page. Scatter properties control the appearance and behavior of Scatter object. By changing property values, you can modify certain aspects of the scatter chart. Use dot notation to query and set properties. s = scatter (1:10,1:10); m = s.Marker; s.Marker = '*'; scatter3 displays circles at the locations specified by X, Y, and Z, with different sizes, colors, and marker types. You can plot one set of coordinates, multiple sets of coordinates, table data, or a custom object …scatter. 2-D Scatter plot. Syntax. scatter(X,Y,S,C) scatter(X,Y) scatter(X,Y,S) scatter(...,markertype) scatter(...,'filled') h = scatter(...,) Description. scatter(X,Y,S,C) displays colored circles at the locations specified by the vectors X and Y (which must be the same size). S determines the area of each marker (specified in points^2). Since R2021b. One way to plot data from a table and customize the colors and marker sizes is to set the ColorVariable and SizeData properties. You can set these properties as name-value arguments when you call the scatter3 function, or you can set them on the Scatter object later.. For example, read patients.xls as a table tbl.Plot the relationship between …Use scatteredInterpolant to perform interpolation on a 2-D or 3-D data set of scattered data . scatteredInterpolant returns the interpolant F for the given data set. You can evaluate F at a set of query points, such as (xq,yq) in 2-D, to produce interpolated values vq = F (xq,yq). Use griddedInterpolant to perform interpolation with gridded data. However, you can use the hold on command to combine multiple plots in the same axes. For example, plot two lines and a scatter plot. Then reset the hold state to off. x = linspace (0,10,50); y1 = sin (x); plot (x,y1) title ( 'Combine Plots' ) hold on y2 = sin (x/2); plot (x,y2) y3 = 2*sin (x); scatter (x,y3) hold off. When the hold state is on ...Since R2021b. One way to plot data from a table and customize the colors and marker sizes is to set the ColorVariable and SizeData properties. You can set these properties as name-value arguments when you call the scatter3 function, or you can set them on the Scatter object later. Mar 30, 2014 ... Plotting a Scatter Plot With Logarithmic Axes. Learn more about scatter plotting.scatter_LDS. MATLAB scatter plot function has significant problems showing large data set (e.g. 1000000 points). However, there is no much information in drawing thousands of points one on top of another. scatter_LDS reduces the amount of data shown, while preserving the isolated points. - duration of atrial fibrillation during 24 hour ...Matlab scatter plot categorical x-axis data. 0. How to make a scatterplot in R with categorical variables on the x axis? 1. Matlab plot of categorical x-axis and cell array data. 0. Scatter plot for multiple variables on x axis. 0. Using R generating categorical scatter plot. Hot Network QuestionsTrial Software Creating 3-D Scatter Plots This example shows how to create a 3-D scatter plot in MATLAB. You can read about the scatter3 function in the MATLAB …Oct 27, 2022 · Learn how to plot scatter plots in MATLAB with examples and syntax. Scatter plots are a type of graph plot that plots pairs of coordinate points discretely rather than continuously. See how to use the scatter function with different options, such as size, color, and table. Description. scatterplot (x) creates a scatter plot to display the input signal x in the IQ-plane. Specifically, the IQ-plane displays the in-phase and quadrature components of a modulated signal on the real and imaginary axis of an xy-plot. scatterplot (x,n) specifies decimation factor n. The function plots every n th value of x, starting from ...Dec 27, 2023 ... I have a dataset containing two columns of data, x and y, and I want to create a scatter plot of these points in MATLAB.4 Answers. Sorted by: 2. From the help of scatter: scatter (x,y,a,c) specifies the circle colors. To plot all circles with the same color, specify c as a single color string or an RGB triplet. To use varying color, specify c as a vector or a three-column matrix of RGB triplets. you can construct c as. c=zeros (size (x),3); c (cls==1,:)= [1 0 0 ...Description. scatter3 (X,Y ,Z ,S,C) displays colored circles at the locations specified by the vectors X, Y, and Z (which must all be the same size). S determines the size of each marker (specified in points). S can be a vector the same length as X, , and Z or a scalar. If S is a scalar, MATLAB draws all the markers the same size. This example shows how to create scatter plots using grouped sample data. A scatter plot is a simple plot of one variable against another. The MATLAB® functions plot and scatter produce scatter plots. The MATLAB function plotmatrix can produce a matrix of such plots showing the relationship between several pairs of variables.. Statistics and …Then you can create a basic 3D scatter plot: scatter3 (m (:,1), m (:,2), m (:,3)) However, this is not what you want, because points are in the same colour. To add colour based on your colouring logic, you should firstly create a color matrix using one of the MATLAB's built-in color maps. Here I use jet: myc = jet (n);Add Second y -Axis to Existing Chart. Add a second y -axis to an existing chart using yyaxis. The existing plots and the left y -axis do not change colors. The right y -axis uses the next color in the axes color order. New plots added to the axes use the same color as the corresponding y -axis. yyaxis right rr1 = exp (xx/6); rr2 = exp (xx/8 ... The simplest way to color a scatter plot by an additional variable is to simply pass it as the "color"-argument. Say you have x, y, and time (where time is a numeric vector. If time contains date strings instead, call datenum on it, first). Then you can write. scatter (x,y, [],time,'filled')Contour Plot for Scattered Data. TRICONTOUR (TRI,X,Y,Z,N) draws scalar N contour lines treating the values in Z as heights above a plane. TRI,X,Y,and Z define a triangulation where the triangles are defined by the M-by-3 face matrix TRI, such as that returned by DELAUNAY. Each row of TRI contains indices into the X,Y, and Z vertex …As squabbles in the US capital drag on, a powerful weather pattern will scatter a phalanx of threats across the country. And the combination of hobbled government and natural disas...A more general solution might be to use polyfit. You need to use polyfit to fit a line to your data. Suppose you have some data in y and you have corresponding domain values in x, (ie you have data approximating y = f (x) for arbitrary f) then you can fit a linear curve as follows: p = polyfit (x,y,1); % p returns 2 coefficients fitting r = a_1 ...Plot the data. Then, create a data tip interactively or by using the datatip function. Get. tbl = readtable ( "patients.xls" ); s = scatter (tbl, "Height", "Weight" ); dt = datatip (s,64,142); Add a new row to the data tip that uses the label Age and shows the values from the Age column of the table. Get. scatter is known to be slow for high number of datapoints; that might include saving them (each point has a difference color, thus needs separate handling). You might want to try plotting the data differently, like described here: matlab: scatter plots with high number of datapoints This way, you get the same behaviour as with regular plots.scatter3 displays circles at the locations specified by X, Y, and Z, with different sizes, colors, and marker types. You can plot one set of coordinates, multiple sets of coordinates, table data, or a custom object …Scatter chart appearance and behavior. expand all in page. Scatter properties control the appearance and behavior of Scatter object. By changing property values, you can modify certain aspects of the scatter chart. Use dot notation to query and set properties. s = scatter (1:10,1:10); m = s.Marker; s.Marker = '*';. X-Axis labeled in a scatter plot in Matlab. 0. Auto-MAKING A SCATTER PLOT BASED ON INDEX VALUES Authorities recovered 172 gold bars scattered on the runway. By clicking "TRY IT", I agree to receive newsletters and promotions from Money and its partners. I agree to Money's Ter...Unlike iOS where everyone receives an operating system update at the same time, Android updates are a bit… scattered. Google devices always get the update first, but devices from o... Description. ts = textscatter (x,y,str) creates scatter ( x, y) creates a scatter plot with circles at the locations specified by the vectors x and y. This type of graph is also known as a bubble plot. scatter ( x, y, sz) specifies the circle sizes. To plot each circle with equal size, specify sz as a scalar. To plot each circle with a different size, specify sz as a vector with length equal ... 4 Answers. If a scatter plot is fine, you can use the 4th input to scatter: x = -10:0.01:10; y = sinc (x); z = sin (x); scatter (x,y, [],z,'fill') where z is the color. This actually worked just fine! I may not select best answer as they are multiple ways to solve this and I would like to know them, but upvoted. Patient data in the United States is mostly ...
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