Matlab实现绘制雷达图(蜘蛛图)

 

绘制效果

 

教程部分

基础绘制

数据为数值矩阵即可:

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X);
RC=RC.draw(); 

改变样式

有Patch和Line两种样式,通过设置Type属性设置样式:

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X,'Type','Patch');
RC=RC.draw(); 

添加修改标签添加图例

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X);
RC.PropName={'建模','实验','编程','总结','撰写','创新','摸鱼'};
RC.ClassName={'同门A','同门B','同门C','同门D'};
RC=RC.draw();
RC.legend();

R轴位置及其范围

范围改为[2,10],并绘制2,8,9,10四条刻度线:

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X);
RC.RLim=[2,10];
RC.RTick=[2,8:1:10];
RC=RC.draw();
RC.legend();

修改轴属性

使用:

  • setThetaTick
  • setRTick

设置轴属性,举个例子,theta轴变为淡红色,R轴变为淡蓝色:

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X);
RC=RC.draw();
RC.legend();

RC.setThetaTick('LineWidth',2,'Color',[.6,.6,.8]);
RC.setRTick('LineWidth',1.5,'Color',[.8,.6,.6]);

修改标签属性

使用:

  • setPropLabel
  • setRLabel

修改属性标签和R刻度标签:

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X);
RC=RC.draw();
RC.legend();

RC.setPropLabel('FontSize',20,'FontName','Cambria','Color',[0,0,.8])
RC.setRLabel('FontSize',15,'FontName','Cambria','Color',[.8,0,0])

修改圆形背景

使用setBkg函数修饰背景:

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X);
RC=RC.draw();
RC.legend();

RC.setBkg('FaceColor',[0,0,.1])
RC.setRLabel('Color','none')

修饰多边形

两种类型的多边形分别用Patch对象和Line对象绘制,修饰方式略有区别,不过都是使用setPatchN函数进行修饰,以下以修改颜色举例:

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X);
RC=RC.draw();
RC.legend();

colorList=[78 101 155;
        138 140 191;
        184 168 207;
        231 188 198;
        253 207 158;
        239 164 132;
        182 118 108]./255;
for n=1:RC.ClassNum
  RC.setPatchN(n,'Color',colorList(n,:),'MarkerFaceColor',colorList(n,:))
end

X=randi([2,8],[4,7])+rand([4,7]);
RC=radarChart(X,'Type','Patch');
RC=RC.draw();
RC.legend();

colorList=[78 101 155;
        138 140 191;
        184 168 207;
        231 188 198;
        253 207 158;
        239 164 132;
        182 118 108]./255;
for n=1:RC.ClassNum
  RC.setPatchN(n,'FaceColor',colorList(n,:),'EdgeColor',colorList(n,:))
end

 

工具函数完整代码

classdef radarChart
% @author : slandarer
% gzh  : slandarer随笔

  properties
      ax;arginList={'ClassName','PropName','Type'}
      XData;RTick=[];RLim=[];SepList=[1,1.2,1.5,2,2.5,3,4,5,6,8]
      Type='Line';
      PropNum;ClassNum
      ClassName={};
      PropName={};
      
      BC=[198,199,201;  38, 74, 96; 209, 80, 51; 241,174, 44; 12,13,15;
          102,194,165; 252,140, 98; 142,160,204; 231,138,195; 
          166,217, 83; 255,217, 48; 229,196,148; 179,179,179]./255;

      % 句柄
      ThetaTickHdl;RTickHdl;RLabelHdl;LgdHdl;PatchHdl;PropLabelHdl;BkgHdl
  end

  methods
      function obj=radarChart(varargin)
          if isa(varargin{1},'matlab.graphics.axis.Axes')
              obj.ax=varargin{1};varargin(1)=[];
          else
              obj.ax=gca;
          end
          % 获取版本信息
          tver=version('-release');
          verMatlab=str2double(tver(1:4))+(abs(tver(5))-abs('a'))/2;
          if verMatlab<2017
              hold on
          else
              hold(obj.ax,'on')
          end

          obj.XData=varargin{1};varargin(1)=[];
          obj.PropNum=size(obj.XData,2);
          obj.ClassNum=size(obj.XData,1);
          obj.RLim=[0,max(obj.XData,[],[1,2])];

          % 获取其他信息
          for i=1:2:(length(varargin)-1)
              tid=ismember(obj.arginList,varargin{i});
              if any(tid)
              obj.(obj.arginList{tid})=varargin{i+1};
              end
          end
          if isempty(obj.ClassName)
              for i=1:obj.ClassNum
                  obj.ClassName{i}=['class ',num2str(i)];
              end
          end
          if isempty(obj.PropName)
              for i=1:obj.PropNum
                  obj.PropName{i}=['prop ',num2str(i)];
              end
          end
          help radarChart
      end

      function obj=draw(obj)
          obj.ax.XLim=[-1,1];
          obj.ax.YLim=[-1,1];
          obj.ax.XTick=[];
          obj.ax.YTick=[];
          obj.ax.XColor='none';
          obj.ax.YColor='none';
          obj.ax.PlotBoxAspectRatio=[1,1,1];
          % 绘制背景圆形
          tt=linspace(0,2*pi,200);
          obj.BkgHdl=fill(cos(tt),sin(tt),[252,252,252]./255,'EdgeColor',[200,200,200]./255,'LineWidth',1);
          % 绘制Theta刻度线
          tn=linspace(0,2*pi,obj.PropNum+1);tn=tn(1:end-1);
          XTheta=[cos(tn);zeros([1,obj.PropNum]);nan([1,obj.PropNum])];
          YTheta=[sin(tn);zeros([1,obj.PropNum]);nan([1,obj.PropNum])];
          obj.ThetaTickHdl=plot(XTheta(:),YTheta(:),'Color',[200,200,200]./255,'LineWidth',1);
          % 绘制R刻度线
          if isempty(obj.RTick)
              dr=diff(obj.RLim);
              sepR=dr./3;
              multiE=ceil(log(sepR)/log(10));
              sepR=sepR.*10^(1-multiE);
              sepR=obj.SepList(find(sepR<obj.SepList,1)-1)./10^(1-multiE);

              sepNum=floor(dr./sepR);
              obj.RTick=obj.RLim(1)+(0:sepNum).*sepR;
              if obj.RTick(end)~=obj.RLim(2)
                  obj.RTick=[obj.RTick,obj.RLim];
              end
          end
          obj.RLim(obj.RLim<obj.RLim(1))=[];
          obj.RLim(obj.RLim>obj.RLim(2))=[];
          
          XR=cos(tt').*(obj.RTick-obj.RLim(1))./diff(obj.RLim);XR=[XR;nan([1,length(obj.RTick)])];
          YR=sin(tt').*(obj.RTick-obj.RLim(1))./diff(obj.RLim);YR=[YR;nan([1,length(obj.RTick)])];
          obj.RTickHdl=plot(XR(:),YR(:),'Color',[200,200,200]./255,'LineWidth',1.1,'LineStyle','--');

          % 绘制雷达图
          for i=1:size(obj.XData,1)
              XP=cos(tn).*(obj.XData(i,:)-obj.RLim(1))./diff(obj.RLim);
              YP=sin(tn).*(obj.XData(i,:)-obj.RLim(1))./diff(obj.RLim);
              switch obj.Type
                  case 'Line'
                      obj.PatchHdl(i)=plot([XP,XP(1)],[YP,YP(1)],...
                          'Color',obj.BC(mod(i-1,size(obj.BC,1))+1,:),'Marker','o',...
                          'LineWidth',1.8,'MarkerFaceColor',obj.BC(mod(i-1,size(obj.BC,1))+1,:));
                  case 'Patch'
                      obj.PatchHdl(i)=patch(XP,YP,obj.BC(mod(i-1,size(obj.BC,1))+1,:),...
                          'EdgeColor',obj.BC(mod(i-1,size(obj.BC,1))+1,:),'FaceAlpha',.2,...
                          'LineWidth',1.8);

              end
          end

          % 绘制R标签文本
          tnr=(tn(1)+tn(2))/2;
          for i=1:length(obj.RTick)
              obj.RLabelHdl(i)=text(cos(tnr).*(obj.RTick(i)-obj.RLim(1))./diff(obj.RLim),...
                                    sin(tnr).*(obj.RTick(i)-obj.RLim(1))./diff(obj.RLim),...
                                    sprintf('%.2f',obj.RTick(i)),'FontName','Arial','FontSize',11);
          end

          % 绘制属性标签
          for i=1:obj.PropNum
              obj.PropLabelHdl(i)=text(cos(tn(i)).*1.1,sin(tn(i)).*1.1,obj.PropName{i},...
                  'FontSize',12,'HorizontalAlignment','center');
          end

      end
% =========================================================================
      function obj=setBkg(obj,varargin)
          set(obj.BkgHdl,varargin{:})
      end

      % 绘制图例
      function obj=legend(obj)
          obj.LgdHdl=legend([obj.PatchHdl],obj.ClassName,'FontSize',12,'Location','best');
      end
      % 设置图例属性
      function obj=setLegend(obj,varargin)
          set(obj.LgdHdl,varargin{:})
      end

      % 设置标签
      function obj=setPropLabel(obj,varargin)
          for i=1:obj.PropNum
              set(obj.PropLabelHdl(i),varargin{:})
          end
      end
      function obj=setRLabel(obj,varargin)
          for i=1:length(obj.RLabelHdl)
              set(obj.RLabelHdl(i),varargin{:})
          end
      end

      % 设置轴
      function obj=setRTick(obj,varargin)
          set(obj.RTickHdl,varargin{:})
      end
      function obj=setThetaTick(obj,varargin)
          set(obj.ThetaTickHdl,varargin{:})
      end

      % 设置patch属性
      function obj=setPatchN(obj,N,varargin)
          set(obj.PatchHdl(N),varargin{:})
      end
  end
% @author : slandarer
% gzh  : slandarer随笔
end

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