diff --git "a/2017/05/22/\344\270\255\345\233\275\345\255\227\344\275\223\345\234\260\345\233\276/index.html" "b/2017/05/22/\344\270\255\345\233\275\345\255\227\344\275\223\345\234\260\345\233\276/index.html"
index 078afaa8..f7eba9dd 100644
--- "a/2017/05/22/\344\270\255\345\233\275\345\255\227\344\275\223\345\234\260\345\233\276/index.html"
+++ "b/2017/05/22/\344\270\255\345\233\275\345\255\227\344\275\223\345\234\260\345\233\276/index.html"
@@ -711,7 +711,7 @@ <h3 id="OK了，做完收工"><a href="#OK了，做完收工" class="headerlink"
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -858,7 +858,7 @@ <h3 id="OK了，做完收工"><a href="#OK了，做完收工" class="headerlink"
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/23/emoji\350\241\250\346\203\205\345\217\257\350\247\206\345\214\226\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224/index.html" "b/2017/05/23/emoji\350\241\250\346\203\205\345\217\257\350\247\206\345\214\226\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224/index.html"
index b2433df9..35a70ad3 100644
--- "a/2017/05/23/emoji\350\241\250\346\203\205\345\217\257\350\247\206\345\214\226\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224/index.html"
+++ "b/2017/05/23/emoji\350\241\250\346\203\205\345\217\257\350\247\206\345\214\226\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224/index.html"
@@ -707,7 +707,7 @@ <h4 id="构造多重柱形图模拟北京历史天气可视化"><a href="#构造
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -854,7 +854,7 @@ <h4 id="构造多重柱形图模拟北京历史天气可视化"><a href="#构造
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/24/\345\261\261\344\270\234\347\234\201\345\205\254\345\205\261\350\264\242\346\224\277\351\242\204\347\256\227\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html" "b/2017/05/24/\345\261\261\344\270\234\347\234\201\345\205\254\345\205\261\350\264\242\346\224\277\351\242\204\347\256\227\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
index f331082f..01f4ac25 100644
--- "a/2017/05/24/\345\261\261\344\270\234\347\234\201\345\205\254\345\205\261\350\264\242\346\224\277\351\242\204\347\256\227\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/2017/05/24/\345\261\261\344\270\234\347\234\201\345\205\254\345\205\261\350\264\242\346\224\277\351\242\204\347\256\227\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
@@ -764,7 +764,7 @@ <h3 id="接下来我们进入地图制作环节："><a href="#接下来我们进
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -911,7 +911,7 @@ <h3 id="接下来我们进入地图制作环节："><a href="#接下来我们进
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/25/\345\256\236\344\271\240\345\203\247\346\213\233\350\201\230\347\275\221\346\213\233\350\201\230\344\277\241\346\201\257\347\210\254\350\231\253\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html" "b/2017/05/25/\345\256\236\344\271\240\345\203\247\346\213\233\350\201\230\347\275\221\346\213\233\350\201\230\344\277\241\346\201\257\347\210\254\350\231\253\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
index 1c9fa773..822a4c58 100644
--- "a/2017/05/25/\345\256\236\344\271\240\345\203\247\346\213\233\350\201\230\347\275\221\346\213\233\350\201\230\344\277\241\346\201\257\347\210\254\350\231\253\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/2017/05/25/\345\256\236\344\271\240\345\203\247\346\213\233\350\201\230\347\275\221\346\213\233\350\201\230\344\277\241\346\201\257\347\210\254\350\231\253\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
@@ -771,7 +771,7 @@ <h4 id="哪些职位需求最为旺盛？"><a href="#哪些职位需求最为旺
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -918,7 +918,7 @@ <h4 id="哪些职位需求最为旺盛？"><a href="#哪些职位需求最为旺
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/26/\344\270\255\345\233\275\347\273\217\347\256\241\347\261\273\346\240\270\345\277\203\346\234\237\345\210\212\345\234\260\345\237\237\345\210\206\345\270\203\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html" "b/2017/05/26/\344\270\255\345\233\275\347\273\217\347\256\241\347\261\273\346\240\270\345\277\203\346\234\237\345\210\212\345\234\260\345\237\237\345\210\206\345\270\203\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
index d060d918..518fb43d 100644
--- "a/2017/05/26/\344\270\255\345\233\275\347\273\217\347\256\241\347\261\273\346\240\270\345\277\203\346\234\237\345\210\212\345\234\260\345\237\237\345\210\206\345\270\203\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/2017/05/26/\344\270\255\345\233\275\347\273\217\347\256\241\347\261\273\346\240\270\345\277\203\346\234\237\345\210\212\345\234\260\345\237\237\345\210\206\345\270\203\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
@@ -698,7 +698,7 @@ <h4 id="经济学和管理学核心期刊地域分布对比图。"><a href="#经
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -845,7 +845,7 @@ <h4 id="经济学和管理学核心期刊地域分布对比图。"><a href="#经
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/26/\344\273\277ECO\344\272\213\344\273\266\345\234\206\347\216\257\345\233\276/index.html" "b/2017/05/26/\344\273\277ECO\344\272\213\344\273\266\345\234\206\347\216\257\345\233\276/index.html"
index a1dedc41..cf43f596 100644
--- "a/2017/05/26/\344\273\277ECO\344\272\213\344\273\266\345\234\206\347\216\257\345\233\276/index.html"
+++ "b/2017/05/26/\344\273\277ECO\344\272\213\344\273\266\345\234\206\347\216\257\345\233\276/index.html"
@@ -674,7 +674,7 @@ <h3 id="可视化图形："><a href="#可视化图形：" class="headerlink" tit
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -821,7 +821,7 @@ <h3 id="可视化图形："><a href="#可视化图形：" class="headerlink" tit
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/27/\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224emoji\350\241\250\346\203\205\345\214\205\345\217\257\350\247\206\345\214\226/index.html" "b/2017/05/27/\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224emoji\350\241\250\346\203\205\345\214\205\345\217\257\350\247\206\345\214\226/index.html"
index b9eda273..994635d6 100644
--- "a/2017/05/27/\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224emoji\350\241\250\346\203\205\345\214\205\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/2017/05/27/\345\214\227\344\272\254\345\216\206\345\217\262\345\244\251\346\260\224emoji\350\241\250\346\203\205\345\214\205\345\217\257\350\247\206\345\214\226/index.html"
@@ -681,7 +681,7 @@ <h4 id="环形日历emoji表情天气可视化"><a href="#环形日历emoji表
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -828,7 +828,7 @@ <h4 id="环形日历emoji表情天气可视化"><a href="#环形日历emoji表
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/27/\351\261\274\347\234\274\347\231\276\345\210\206\346\257\224\344\277\241\346\201\257\345\233\276/index.html" "b/2017/05/27/\351\261\274\347\234\274\347\231\276\345\210\206\346\257\224\344\277\241\346\201\257\345\233\276/index.html"
index 11d51e26..a3945241 100644
--- "a/2017/05/27/\351\261\274\347\234\274\347\231\276\345\210\206\346\257\224\344\277\241\346\201\257\345\233\276/index.html"
+++ "b/2017/05/27/\351\261\274\347\234\274\347\231\276\345\210\206\346\257\224\344\277\241\346\201\257\345\233\276/index.html"
@@ -688,7 +688,7 @@ <h3 id="可视化图形："><a href="#可视化图形：" class="headerlink" tit
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -835,7 +835,7 @@ <h3 id="可视化图形："><a href="#可视化图形：" class="headerlink" tit
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/28/\345\212\250\346\200\201\344\270\226\347\225\214\345\234\260\345\233\276/index.html" "b/2017/05/28/\345\212\250\346\200\201\344\270\226\347\225\214\345\234\260\345\233\276/index.html"
index fbf92713..66ee2858 100644
--- "a/2017/05/28/\345\212\250\346\200\201\344\270\226\347\225\214\345\234\260\345\233\276/index.html"
+++ "b/2017/05/28/\345\212\250\346\200\201\344\270\226\347\225\214\345\234\260\345\233\276/index.html"
@@ -683,7 +683,7 @@ <h3 id="使用animation包将361帧地图合并为GIF动画"><a href="#使用ani
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -830,7 +830,7 @@ <h3 id="使用animation包将361帧地图合并为GIF动画"><a href="#使用ani
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/28/\347\202\253\345\275\251\344\273\252\350\241\250\347\233\230\345\233\276\350\241\250/index.html" "b/2017/05/28/\347\202\253\345\275\251\344\273\252\350\241\250\347\233\230\345\233\276\350\241\250/index.html"
index 40c74c7c..7abd38e2 100644
--- "a/2017/05/28/\347\202\253\345\275\251\344\273\252\350\241\250\347\233\230\345\233\276\350\241\250/index.html"
+++ "b/2017/05/28/\347\202\253\345\275\251\344\273\252\350\241\250\347\233\230\345\233\276\350\241\250/index.html"
@@ -669,7 +669,7 @@ <h3 id="生成仪表盘组合："><a href="#生成仪表盘组合：" class="hea
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -816,7 +816,7 @@ <h3 id="生成仪表盘组合："><a href="#生成仪表盘组合：" class="hea
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/29/\344\270\255\345\233\275\344\272\272\345\217\243\351\207\221\345\255\227\345\241\224\345\212\250\346\200\201\345\233\276/index.html" "b/2017/05/29/\344\270\255\345\233\275\344\272\272\345\217\243\351\207\221\345\255\227\345\241\224\345\212\250\346\200\201\345\233\276/index.html"
index 7a5a440e..72321430 100644
--- "a/2017/05/29/\344\270\255\345\233\275\344\272\272\345\217\243\351\207\221\345\255\227\345\241\224\345\212\250\346\200\201\345\233\276/index.html"
+++ "b/2017/05/29/\344\270\255\345\233\275\344\272\272\345\217\243\351\207\221\345\255\227\345\241\224\345\212\250\346\200\201\345\233\276/index.html"
@@ -663,7 +663,7 @@ <h3 id="可视化动态图表："><a href="#可视化动态图表：" class="hea
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -810,7 +810,7 @@ <h3 id="可视化动态图表："><a href="#可视化动态图表：" class="hea
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/29/\347\231\276\345\210\206\346\257\224\346\226\271\345\235\227\346\257\224\350\276\203\345\233\276/index.html" "b/2017/05/29/\347\231\276\345\210\206\346\257\224\346\226\271\345\235\227\346\257\224\350\276\203\345\233\276/index.html"
index a45f1121..f304d1d3 100644
--- "a/2017/05/29/\347\231\276\345\210\206\346\257\224\346\226\271\345\235\227\346\257\224\350\276\203\345\233\276/index.html"
+++ "b/2017/05/29/\347\231\276\345\210\206\346\257\224\346\226\271\345\235\227\346\257\224\350\276\203\345\233\276/index.html"
@@ -663,7 +663,7 @@ <h3 id="更加紧促的方式："><a href="#更加紧促的方式：" class="hea
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -810,7 +810,7 @@ <h3 id="更加紧促的方式："><a href="#更加紧促的方式：" class="hea
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/30/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\273\230\345\210\266\344\270\255\345\277\203\345\257\206\345\272\246\350\276\220\345\260\204\345\233\276/index.html" "b/2017/05/30/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\273\230\345\210\266\344\270\255\345\277\203\345\257\206\345\272\246\350\276\220\345\260\204\345\233\276/index.html"
index 8e0f45f1..a468161f 100644
--- "a/2017/05/30/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\273\230\345\210\266\344\270\255\345\277\203\345\257\206\345\272\246\350\276\220\345\260\204\345\233\276/index.html"
+++ "b/2017/05/30/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\273\230\345\210\266\344\270\255\345\277\203\345\257\206\345\272\246\350\276\220\345\260\204\345\233\276/index.html"
@@ -683,7 +683,7 @@ <h4 id="当然，你也可以给三点指定城市的指标数据使其变成气
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -830,7 +830,7 @@ <h4 id="当然，你也可以给三点指定城市的指标数据使其变成气
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/30/\347\224\250ggplot2\345\210\266\344\275\234\351\235\231\346\200\201\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\212\245\345\221\212/index.html" "b/2017/05/30/\347\224\250ggplot2\345\210\266\344\275\234\351\235\231\346\200\201\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\212\245\345\221\212/index.html"
index bb0670ec..c61becaf 100644
--- "a/2017/05/30/\347\224\250ggplot2\345\210\266\344\275\234\351\235\231\346\200\201\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\212\245\345\221\212/index.html"
+++ "b/2017/05/30/\347\224\250ggplot2\345\210\266\344\275\234\351\235\231\346\200\201\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\212\245\345\221\212/index.html"
@@ -677,7 +677,7 @@ <h4 id="图层合并："><a href="#图层合并：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -824,7 +824,7 @@ <h4 id="图层合并："><a href="#图层合并：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/31/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\344\270\255\345\277\203\346\224\276\345\260\204\347\212\266\350\267\257\345\276\204\345\233\276/index.html" "b/2017/05/31/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\344\270\255\345\277\203\346\224\276\345\260\204\347\212\266\350\267\257\345\276\204\345\233\276/index.html"
index 3a3c44c9..8ef891fa 100644
--- "a/2017/05/31/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\344\270\255\345\277\203\346\224\276\345\260\204\347\212\266\350\267\257\345\276\204\345\233\276/index.html"
+++ "b/2017/05/31/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\344\270\255\345\277\203\346\224\276\345\260\204\347\212\266\350\267\257\345\276\204\345\233\276/index.html"
@@ -686,7 +686,7 @@ <h3 id="图形可视化过程"><a href="#图形可视化过程" class="headerlin
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -833,7 +833,7 @@ <h3 id="图形可视化过程"><a href="#图形可视化过程" class="headerlin
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/05/31/R\350\257\255\350\250\200\347\210\254\350\231\253\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\2122017\345\271\264\351\246\226\345\221\250\345\220\204\345\244\247\345\237\216\345\270\202\347\251\272\346\260\224\350\264\250\351\207\217/index.html" "b/2017/05/31/R\350\257\255\350\250\200\347\210\254\350\231\253\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\2122017\345\271\264\351\246\226\345\221\250\345\220\204\345\244\247\345\237\216\345\270\202\347\251\272\346\260\224\350\264\250\351\207\217/index.html"
index f6b20dd1..3109958d 100644
--- "a/2017/05/31/R\350\257\255\350\250\200\347\210\254\350\231\253\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\2122017\345\271\264\351\246\226\345\221\250\345\220\204\345\244\247\345\237\216\345\270\202\347\251\272\346\260\224\350\264\250\351\207\217/index.html"
+++ "b/2017/05/31/R\350\257\255\350\250\200\347\210\254\350\231\253\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\2122017\345\271\264\351\246\226\345\221\250\345\220\204\345\244\247\345\237\216\345\270\202\347\251\272\346\260\224\350\264\250\351\207\217/index.html"
@@ -680,7 +680,7 @@ <h3 id="AQI指数最高的10个城市："><a href="#AQI指数最高的10个城
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -827,7 +827,7 @@ <h3 id="AQI指数最高的10个城市："><a href="#AQI指数最高的10个城
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/01/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\212\345\233\275\344\272\247\347\224\265\345\275\261/index.html" "b/2017/06/01/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\212\345\233\275\344\272\247\347\224\265\345\275\261/index.html"
index a33a97d0..37065760 100644
--- "a/2017/06/01/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\212\345\233\275\344\272\247\347\224\265\345\275\261/index.html"
+++ "b/2017/06/01/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250\346\225\260\346\215\256\346\235\245\350\201\212\350\201\212\345\233\275\344\272\247\347\224\265\345\275\261/index.html"
@@ -745,7 +745,7 @@ <h3 id="数据可视化过程："><a href="#数据可视化过程：" class="hea
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -892,7 +892,7 @@ <h3 id="数据可视化过程："><a href="#数据可视化过程：" class="hea
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/02/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\234\250\347\272\277\345\234\260\345\233\276\347\256\200\344\273\213/index.html" "b/2017/06/02/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\234\250\347\272\277\345\234\260\345\233\276\347\256\200\344\273\213/index.html"
index 0fa8b03c..fc37c30f 100644
--- "a/2017/06/02/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\234\250\347\272\277\345\234\260\345\233\276\347\256\200\344\273\213/index.html"
+++ "b/2017/06/02/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\234\250\347\272\277\345\234\260\345\233\276\347\256\200\344\273\213/index.html"
@@ -728,7 +728,7 @@ <h3 id="leaflet函数的基本语法结构如下："><a href="#leaflet函数的
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -875,7 +875,7 @@ <h3 id="leaflet函数的基本语法结构如下："><a href="#leaflet函数的
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/02/\347\216\251\350\275\254R\350\257\255\350\250\200\346\225\260\346\215\256\345\234\260\345\233\276\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\237\261\345\275\242\351\245\274\345\233\276/index.html" "b/2017/06/02/\347\216\251\350\275\254R\350\257\255\350\250\200\346\225\260\346\215\256\345\234\260\345\233\276\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\237\261\345\275\242\351\245\274\345\233\276/index.html"
index b3f3bf19..d84b1c85 100644
--- "a/2017/06/02/\347\216\251\350\275\254R\350\257\255\350\250\200\346\225\260\346\215\256\345\234\260\345\233\276\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\237\261\345\275\242\351\245\274\345\233\276/index.html"
+++ "b/2017/06/02/\347\216\251\350\275\254R\350\257\255\350\250\200\346\225\260\346\215\256\345\234\260\345\233\276\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\237\261\345\275\242\351\245\274\345\233\276/index.html"
@@ -675,7 +675,7 @@ <h3 id="修正局部经纬度坐标："><a href="#修正局部经纬度坐标：
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -822,7 +822,7 @@ <h3 id="修正局部经纬度坐标："><a href="#修正局部经纬度坐标：
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/02/\347\216\251\350\275\254\346\225\260\346\215\256\345\234\260\345\233\276\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\235\241\345\275\242\345\233\276/index.html" "b/2017/06/02/\347\216\251\350\275\254\346\225\260\346\215\256\345\234\260\345\233\276\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\235\241\345\275\242\345\233\276/index.html"
index 4a24442f..7034ebf2 100644
--- "a/2017/06/02/\347\216\251\350\275\254\346\225\260\346\215\256\345\234\260\345\233\276\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\235\241\345\275\242\345\233\276/index.html"
+++ "b/2017/06/02/\347\216\251\350\275\254\346\225\260\346\215\256\345\234\260\345\233\276\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\345\234\260\345\233\276\344\270\212\347\232\204\350\277\267\344\275\240\346\235\241\345\275\242\345\233\276/index.html"
@@ -689,7 +689,7 @@ <h3 id="接下来我们来对已经塑造好的双柱条形图进行美化操作
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -836,7 +836,7 @@ <h3 id="接下来我们来对已经塑造好的双柱条形图进行美化操作
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/03/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\243\347\202\271\345\234\260\345\233\276\347\263\273\345\210\227/index.html" "b/2017/06/03/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\243\347\202\271\345\234\260\345\233\276\347\263\273\345\210\227/index.html"
index 9eca75db..7dbb6b11 100644
--- "a/2017/06/03/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\243\347\202\271\345\234\260\345\233\276\347\263\273\345\210\227/index.html"
+++ "b/2017/06/03/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\243\347\202\271\345\234\260\345\233\276\347\263\273\345\210\227/index.html"
@@ -699,7 +699,7 @@ <h3 id="可选择的地图类型："><a href="#可选择的地图类型：" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -846,7 +846,7 @@ <h3 id="可选择的地图类型："><a href="#可选择的地图类型：" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/04/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\346\236\204\351\200\240\350\267\257\345\276\204\345\233\276/index.html" "b/2017/06/04/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\346\236\204\351\200\240\350\267\257\345\276\204\345\233\276/index.html"
index d260abf6..8d4bee6b 100644
--- "a/2017/06/04/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\346\236\204\351\200\240\350\267\257\345\276\204\345\233\276/index.html"
+++ "b/2017/06/04/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\346\236\204\351\200\240\350\267\257\345\276\204\345\233\276/index.html"
@@ -742,7 +742,7 @@ <h4 id="几张常见的素材风格："><a href="#几张常见的素材风格：
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -889,7 +889,7 @@ <h4 id="几张常见的素材风格："><a href="#几张常见的素材风格：
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/05/Leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224json\347\264\240\346\235\220\346\223\215\347\272\265\344\270\216\345\233\276\345\261\202\351\235\242\346\235\277\346\216\247\345\210\266/index.html" "b/2017/06/05/Leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224json\347\264\240\346\235\220\346\223\215\347\272\265\344\270\216\345\233\276\345\261\202\351\235\242\346\235\277\346\216\247\345\210\266/index.html"
index 2e41a861..58bc0eef 100644
--- "a/2017/06/05/Leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224json\347\264\240\346\235\220\346\223\215\347\272\265\344\270\216\345\233\276\345\261\202\351\235\242\346\235\277\346\216\247\345\210\266/index.html"
+++ "b/2017/06/05/Leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224json\347\264\240\346\235\220\346\223\215\347\272\265\344\270\216\345\233\276\345\261\202\351\235\242\346\235\277\346\216\247\345\210\266/index.html"
@@ -713,7 +713,7 @@ <h3 id="这是通过增加地图图层来进行图层控制的简单案例："><
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -860,7 +860,7 @@ <h3 id="这是通过增加地图图层来进行图层控制的简单案例："><
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/05/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\241\253\345\205\205\345\234\260\345\233\276/index.html" "b/2017/06/05/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
index c5e79c04..ea33426f 100644
--- "a/2017/06/05/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
+++ "b/2017/06/05/\345\212\250\346\200\201\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224leaflet\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
@@ -701,7 +701,7 @@ <h3 id="几张分类颜色标度填充效果："><a href="#几张分类颜色标
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -848,7 +848,7 @@ <h3 id="几张分类颜色标度填充效果："><a href="#几张分类颜色标
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/06/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\344\271\213\342\200\224\342\200\224\351\253\230\347\272\247\350\276\205\345\212\251\347\211\271\346\200\247/index.html" "b/2017/06/06/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\344\271\213\342\200\224\342\200\224\351\253\230\347\272\247\350\276\205\345\212\251\347\211\271\346\200\247/index.html"
index 106ca044..140d05dc 100644
--- "a/2017/06/06/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\344\271\213\342\200\224\342\200\224\351\253\230\347\272\247\350\276\205\345\212\251\347\211\271\346\200\247/index.html"
+++ "b/2017/06/06/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\344\271\213\342\200\224\342\200\224\351\253\230\347\272\247\350\276\205\345\212\251\347\211\271\346\200\247/index.html"
@@ -743,7 +743,7 @@ <h3 id="自定义js属性：Custom-JavaScript-with-htmlwidgets-onRender"><a href
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -890,7 +890,7 @@ <h3 id="自定义js属性：Custom-JavaScript-with-htmlwidgets-onRender"><a href
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap-\350\267\257\345\276\204\345\233\276/index.html" "b/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap-\350\267\257\345\276\204\345\233\276/index.html"
index 935e4be6..407e3d89 100644
--- "a/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap-\350\267\257\345\276\204\345\233\276/index.html"
+++ "b/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap-\350\267\257\345\276\204\345\233\276/index.html"
@@ -689,7 +689,7 @@ <h3 id="绘图过程："><a href="#绘图过程：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -836,7 +836,7 @@ <h3 id="绘图过程："><a href="#绘图过程：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap\345\212\250\346\200\201\345\234\260\345\233\276/index.html" "b/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap\345\212\250\346\200\201\345\234\260\345\233\276/index.html"
index 4d5567a4..e17a1e80 100644
--- "a/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap\345\212\250\346\200\201\345\234\260\345\233\276/index.html"
+++ "b/2017/06/07/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmap\345\212\250\346\200\201\345\234\260\345\233\276/index.html"
@@ -719,7 +719,7 @@ <h3 id="关于主题自定义："><a href="#关于主题自定义：" class="hea
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -866,7 +866,7 @@ <h3 id="关于主题自定义："><a href="#关于主题自定义：" class="hea
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapC-\345\241\253\345\205\205\345\234\260\345\233\276/index.html" "b/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapC-\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
index 7bb0196b..65b4e62c 100644
--- "a/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapC-\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
+++ "b/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapC-\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
@@ -79,7 +79,7 @@
 <link href="/css/main.css?v=5.1.1" rel="stylesheet" type="text/css" />
 
 
-  <meta name="keywords" content="数据可视化,R语言,地理信息可视化,REmap,填充地图," />
+  <meta name="keywords" content="数据可视化,R语言,地理信息可视化,填充地图,REmap," />
 
 
 
@@ -98,7 +98,7 @@
 
 
 <meta name="description" content="今天跟大家介绍REmap函数家族中的第三个函数——REmapC。 REmapC函数允许我们同时在一张地图上制作填充图和点图、线图。">
-<meta name="keywords" content="数据可视化,R语言,地理信息可视化,REmap,填充地图">
+<meta name="keywords" content="数据可视化,R语言,地理信息可视化,填充地图,REmap">
 <meta property="og:type" content="article">
 <meta property="og:title" content="R语言可视化——REmapC(填充地图)">
 <meta property="og:url" content="http://www.raindu.com/2017/06/08/R语言可视化——REmapC-填充地图/index.html">
@@ -557,10 +557,10 @@ <h3 id="接下来做一个案例："><a href="#接下来做一个案例：" clas
           
             <a href="/tags/地理信息可视化/" rel="tag"># 地理信息可视化</a>
           
-            <a href="/tags/REmap/" rel="tag"># REmap</a>
-          
             <a href="/tags/填充地图/" rel="tag"># 填充地图</a>
           
+            <a href="/tags/REmap/" rel="tag"># REmap</a>
+          
         </div>
       
 
@@ -681,7 +681,7 @@ <h3 id="接下来做一个案例："><a href="#接下来做一个案例：" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -828,7 +828,7 @@ <h3 id="接下来做一个案例："><a href="#接下来做一个案例：" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapH-\344\270\255\345\277\203\347\203\255\345\272\246\345\233\276/index.html" "b/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapH-\344\270\255\345\277\203\347\203\255\345\272\246\345\233\276/index.html"
index 830357d2..72e598ee 100644
--- "a/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapH-\344\270\255\345\277\203\347\203\255\345\272\246\345\233\276/index.html"
+++ "b/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224REmapH-\344\270\255\345\277\203\347\203\255\345\272\246\345\233\276/index.html"
@@ -79,7 +79,7 @@
 <link href="/css/main.css?v=5.1.1" rel="stylesheet" type="text/css" />
 
 
-  <meta name="keywords" content="数据可视化,R语言,地理信息可视化,热力密度地图,REmap," />
+  <meta name="keywords" content="数据可视化,R语言,地理信息可视化,REmap,热力密度地图," />
 
 
 
@@ -98,7 +98,7 @@
 
 
 <meta name="description" content="今天是REmap系列的最后一篇——REmapH函数。 这个函数的特色是可以做中心辐射的热力图，这种热力图在气象、人口密度、海拔测绘领域有诸多运用，当然也可以上当用在商务场合——特别是跟地理信息有关的数据呈现方面。">
-<meta name="keywords" content="数据可视化,R语言,地理信息可视化,热力密度地图,REmap">
+<meta name="keywords" content="数据可视化,R语言,地理信息可视化,REmap,热力密度地图">
 <meta property="og:type" content="article">
 <meta property="og:title" content="R语言可视化——REmapH(中心热度图)">
 <meta property="og:url" content="http://www.raindu.com/2017/06/08/R语言可视化——REmapH-中心热度图/index.html">
@@ -575,10 +575,10 @@ <h3 id="案例2："><a href="#案例2：" class="headerlink" title="案例2：">
           
             <a href="/tags/地理信息可视化/" rel="tag"># 地理信息可视化</a>
           
-            <a href="/tags/热力密度地图/" rel="tag"># 热力密度地图</a>
-          
             <a href="/tags/REmap/" rel="tag"># REmap</a>
           
+            <a href="/tags/热力密度地图/" rel="tag"># 热力密度地图</a>
+          
         </div>
       
 
@@ -699,7 +699,7 @@ <h3 id="案例2："><a href="#案例2：" class="headerlink" title="案例2：">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -846,7 +846,7 @@ <h3 id="案例2："><a href="#案例2：" class="headerlink" title="案例2：">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\241\210\344\276\213\347\273\274\345\220\210\350\277\220\347\224\250/index.html" "b/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\241\210\344\276\213\347\273\274\345\220\210\350\277\220\347\224\250/index.html"
index 75857c57..0773320b 100644
--- "a/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\241\210\344\276\213\347\273\274\345\220\210\350\277\220\347\224\250/index.html"
+++ "b/2017/06/08/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\241\210\344\276\213\347\273\274\345\220\210\350\277\220\347\224\250/index.html"
@@ -712,7 +712,7 @@ <h4 id="最后一个案例使用REmapB函数制作目标分布图："><a href="#
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -859,7 +859,7 @@ <h4 id="最后一个案例使用REmapB函数制作目标分布图："><a href="#
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/09/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224\351\253\230\347\272\247\344\272\244\344\272\222\347\211\271\346\200\247(\345\212\250\346\200\201\346\230\276\347\244\272\346\225\210\346\236\234)/index.html" "b/2017/06/09/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224\351\253\230\347\272\247\344\272\244\344\272\222\347\211\271\346\200\247(\345\212\250\346\200\201\346\230\276\347\244\272\346\225\210\346\236\234)/index.html"
index c48042b2..48457413 100644
--- "a/2017/06/09/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224\351\253\230\347\272\247\344\272\244\344\272\222\347\211\271\346\200\247(\345\212\250\346\200\201\346\230\276\347\244\272\346\225\210\346\236\234)/index.html"
+++ "b/2017/06/09/leaflet\345\234\250\347\272\277\345\234\260\345\233\276\350\277\233\351\230\266\345\256\235\345\205\270\342\200\224\342\200\224\351\253\230\347\272\247\344\272\244\344\272\222\347\211\271\346\200\247(\345\212\250\346\200\201\346\230\276\347\244\272\346\225\210\346\236\234)/index.html"
@@ -676,7 +676,7 @@ <h3 id="增加图例："><a href="#增加图例：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -823,7 +823,7 @@ <h3 id="增加图例："><a href="#增加图例：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/10/R\350\257\255\350\250\200\345\233\276\350\241\250\347\276\216\345\214\226\342\200\224\342\200\224\345\267\247\347\224\250\345\210\206\351\235\242\350\241\250\350\276\276\344\274\230\345\214\226\345\233\276\350\241\250\345\270\203\345\261\200\357\274\214\345\201\232\345\207\272\345\240\252\346\257\224\346\235\202\345\277\227\347\272\247\350\247\206\350\247\211\344\275\223\351\252\214\347\232\204\345\225\206\345\212\241\345\233\276\350\241\250/index.html" "b/2017/06/10/R\350\257\255\350\250\200\345\233\276\350\241\250\347\276\216\345\214\226\342\200\224\342\200\224\345\267\247\347\224\250\345\210\206\351\235\242\350\241\250\350\276\276\344\274\230\345\214\226\345\233\276\350\241\250\345\270\203\345\261\200\357\274\214\345\201\232\345\207\272\345\240\252\346\257\224\346\235\202\345\277\227\347\272\247\350\247\206\350\247\211\344\275\223\351\252\214\347\232\204\345\225\206\345\212\241\345\233\276\350\241\250/index.html"
index 148c25e6..6646d197 100644
--- "a/2017/06/10/R\350\257\255\350\250\200\345\233\276\350\241\250\347\276\216\345\214\226\342\200\224\342\200\224\345\267\247\347\224\250\345\210\206\351\235\242\350\241\250\350\276\276\344\274\230\345\214\226\345\233\276\350\241\250\345\270\203\345\261\200\357\274\214\345\201\232\345\207\272\345\240\252\346\257\224\346\235\202\345\277\227\347\272\247\350\247\206\350\247\211\344\275\223\351\252\214\347\232\204\345\225\206\345\212\241\345\233\276\350\241\250/index.html"
+++ "b/2017/06/10/R\350\257\255\350\250\200\345\233\276\350\241\250\347\276\216\345\214\226\342\200\224\342\200\224\345\267\247\347\224\250\345\210\206\351\235\242\350\241\250\350\276\276\344\274\230\345\214\226\345\233\276\350\241\250\345\270\203\345\261\200\357\274\214\345\201\232\345\207\272\345\240\252\346\257\224\346\235\202\345\277\227\347\272\247\350\247\206\350\247\211\344\275\223\351\252\214\347\232\204\345\225\206\345\212\241\345\233\276\350\241\250/index.html"
@@ -721,7 +721,7 @@ <h3 id="关于簇状、分面图表数据标签问题："><a href="#关于簇状
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -868,7 +868,7 @@ <h3 id="关于簇状、分面图表数据标签问题："><a href="#关于簇状
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/11/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\236\201\345\235\220\346\240\207\345\217\230\346\215\242\344\270\216\350\241\215\347\224\237\345\233\276\350\241\250\347\261\273\345\236\213/index.html" "b/2017/06/11/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\236\201\345\235\220\346\240\207\345\217\230\346\215\242\344\270\216\350\241\215\347\224\237\345\233\276\350\241\250\347\261\273\345\236\213/index.html"
index bb8d1f2e..aa466d33 100644
--- "a/2017/06/11/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\236\201\345\235\220\346\240\207\345\217\230\346\215\242\344\270\216\350\241\215\347\224\237\345\233\276\350\241\250\347\261\273\345\236\213/index.html"
+++ "b/2017/06/11/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\236\201\345\235\220\346\240\207\345\217\230\346\215\242\344\270\216\350\241\215\347\224\237\345\233\276\350\241\250\347\261\273\345\236\213/index.html"
@@ -708,7 +708,7 @@ <h3 id="极坐标系下多序列图表："><a href="#极坐标系下多序列图
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -855,7 +855,7 @@ <h3 id="极坐标系下多序列图表："><a href="#极坐标系下多序列图
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/11/R\350\257\255\350\250\200\351\242\234\350\211\262\347\273\274\345\220\210\350\277\220\347\224\250\344\270\216\350\211\262\345\275\251\346\226\271\346\241\210\345\205\261\344\272\253/index.html" "b/2017/06/11/R\350\257\255\350\250\200\351\242\234\350\211\262\347\273\274\345\220\210\350\277\220\347\224\250\344\270\216\350\211\262\345\275\251\346\226\271\346\241\210\345\205\261\344\272\253/index.html"
index 1de59802..aa5f8982 100644
--- "a/2017/06/11/R\350\257\255\350\250\200\351\242\234\350\211\262\347\273\274\345\220\210\350\277\220\347\224\250\344\270\216\350\211\262\345\275\251\346\226\271\346\241\210\345\205\261\344\272\253/index.html"
+++ "b/2017/06/11/R\350\257\255\350\250\200\351\242\234\350\211\262\347\273\274\345\220\210\350\277\220\347\224\250\344\270\216\350\211\262\345\275\251\346\226\271\346\241\210\345\205\261\344\272\253/index.html"
@@ -720,7 +720,7 @@ <h3 id="scales包的brewer-pal函数："><a href="#scales包的brewer-pal函数
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -867,7 +867,7 @@ <h3 id="scales包的brewer-pal函数："><a href="#scales包的brewer-pal函数
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/11/R\351\242\204\350\256\276\351\205\215\350\211\262\347\263\273\347\273\237\345\217\212\350\207\252\345\256\232\344\271\211\350\211\262\346\235\277/index.html" "b/2017/06/11/R\351\242\204\350\256\276\351\205\215\350\211\262\347\263\273\347\273\237\345\217\212\350\207\252\345\256\232\344\271\211\350\211\262\346\235\277/index.html"
index 9470c3d8..90f974c3 100644
--- "a/2017/06/11/R\351\242\204\350\256\276\351\205\215\350\211\262\347\263\273\347\273\237\345\217\212\350\207\252\345\256\232\344\271\211\350\211\262\346\235\277/index.html"
+++ "b/2017/06/11/R\351\242\204\350\256\276\351\205\215\350\211\262\347\263\273\347\273\237\345\217\212\350\207\252\345\256\232\344\271\211\350\211\262\346\235\277/index.html"
@@ -706,7 +706,7 @@ <h3 id="R语言自定义颜色调用"><a href="#R语言自定义颜色调用" cl
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -853,7 +853,7 @@ <h3 id="R语言自定义颜色调用"><a href="#R语言自定义颜色调用" cl
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/12/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\350\276\271\345\275\242\344\270\216\346\225\260\346\215\256\345\234\260\345\233\276\345\241\253\345\205\205/index.html" "b/2017/06/12/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\350\276\271\345\275\242\344\270\216\346\225\260\346\215\256\345\234\260\345\233\276\345\241\253\345\205\205/index.html"
index 66398a0b..3cf97378 100644
--- "a/2017/06/12/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\350\276\271\345\275\242\344\270\216\346\225\260\346\215\256\345\234\260\345\233\276\345\241\253\345\205\205/index.html"
+++ "b/2017/06/12/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\350\276\271\345\275\242\344\270\216\346\225\260\346\215\256\345\234\260\345\233\276\345\241\253\345\205\205/index.html"
@@ -688,7 +688,7 @@ <h3 id="添加地图投影："><a href="#添加地图投影：" class="headerlin
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -835,7 +835,7 @@ <h3 id="添加地图投影："><a href="#添加地图投影：" class="headerlin
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/13/\345\275\223PowerBI\351\201\207\345\210\260R\350\257\255\350\250\200/index.html" "b/2017/06/13/\345\275\223PowerBI\351\201\207\345\210\260R\350\257\255\350\250\200/index.html"
index 9ced1a87..1827bbfc 100644
--- "a/2017/06/13/\345\275\223PowerBI\351\201\207\345\210\260R\350\257\255\350\250\200/index.html"
+++ "b/2017/06/13/\345\275\223PowerBI\351\201\207\345\210\260R\350\257\255\350\250\200/index.html"
@@ -747,7 +747,7 @@ <h3 id="第二类R语言视觉对象案例演示："><a href="#第二类R语言
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -894,7 +894,7 @@ <h3 id="第二类R语言视觉对象案例演示："><a href="#第二类R语言
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/13/\347\224\250R\350\257\255\350\250\200\346\212\223\345\217\226\347\275\221\351\241\265\345\233\276\347\211\207\342\200\224\342\200\224\344\273\216\346\255\244\351\253\230\346\225\210\345\255\230\345\233\276\345\221\212\345\210\253\346\211\213\345\267\245\346\227\266\344\273\243/index.html" "b/2017/06/13/\347\224\250R\350\257\255\350\250\200\346\212\223\345\217\226\347\275\221\351\241\265\345\233\276\347\211\207\342\200\224\342\200\224\344\273\216\346\255\244\351\253\230\346\225\210\345\255\230\345\233\276\345\221\212\345\210\253\346\211\213\345\267\245\346\227\266\344\273\243/index.html"
index 9e66d152..df272127 100644
--- "a/2017/06/13/\347\224\250R\350\257\255\350\250\200\346\212\223\345\217\226\347\275\221\351\241\265\345\233\276\347\211\207\342\200\224\342\200\224\344\273\216\346\255\244\351\253\230\346\225\210\345\255\230\345\233\276\345\221\212\345\210\253\346\211\213\345\267\245\346\227\266\344\273\243/index.html"
+++ "b/2017/06/13/\347\224\250R\350\257\255\350\250\200\346\212\223\345\217\226\347\275\221\351\241\265\345\233\276\347\211\207\342\200\224\342\200\224\344\273\216\346\255\244\351\253\230\346\225\210\345\255\230\345\233\276\345\221\212\345\210\253\346\211\213\345\267\245\346\227\266\344\273\243/index.html"
@@ -712,7 +712,7 @@ <h3 id="内容总结："><a href="#内容总结：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -859,7 +859,7 @@ <h3 id="内容总结："><a href="#内容总结：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/14/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\234\260\345\233\276\344\270\216\346\260\224\346\263\241\345\233\276\347\273\223\345\220\210\345\272\224\347\224\250/index.html" "b/2017/06/14/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\234\260\345\233\276\344\270\216\346\260\224\346\263\241\345\233\276\347\273\223\345\220\210\345\272\224\347\224\250/index.html"
index aacb744a..51131aad 100644
--- "a/2017/06/14/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\234\260\345\233\276\344\270\216\346\260\224\346\263\241\345\233\276\347\273\223\345\220\210\345\272\224\347\224\250/index.html"
+++ "b/2017/06/14/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\234\260\345\233\276\344\270\216\346\260\224\346\263\241\345\233\276\347\273\223\345\220\210\345\272\224\347\224\250/index.html"
@@ -669,7 +669,7 @@ <h3 id="地图语法："><a href="#地图语法：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -816,7 +816,7 @@ <h3 id="地图语法："><a href="#地图语法：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/15/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\345\265\214\345\245\227\357\274\210\346\257\215\345\255\220\345\233\276\357\274\211/index.html" "b/2017/06/15/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\345\265\214\345\245\227\357\274\210\346\257\215\345\255\220\345\233\276\357\274\211/index.html"
index 8e2757ec..fc113ccd 100644
--- "a/2017/06/15/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\345\265\214\345\245\227\357\274\210\346\257\215\345\255\220\345\233\276\357\274\211/index.html"
+++ "b/2017/06/15/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\345\265\214\345\245\227\357\274\210\346\257\215\345\255\220\345\233\276\357\274\211/index.html"
@@ -682,7 +682,7 @@ <h3 id="将以上代码打包组合："><a href="#将以上代码打包组合：
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -829,7 +829,7 @@ <h3 id="将以上代码打包组合："><a href="#将以上代码打包组合：
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/16/Excel\344\276\235\347\204\266\346\230\257\344\270\200\346\254\276\345\274\272\345\244\247\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\345\210\251\345\231\250/index.html" "b/2017/06/16/Excel\344\276\235\347\204\266\346\230\257\344\270\200\346\254\276\345\274\272\345\244\247\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\345\210\251\345\231\250/index.html"
index b7932c1a..448a954d 100644
--- "a/2017/06/16/Excel\344\276\235\347\204\266\346\230\257\344\270\200\346\254\276\345\274\272\345\244\247\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\345\210\251\345\231\250/index.html"
+++ "b/2017/06/16/Excel\344\276\235\347\204\266\346\230\257\344\270\200\346\254\276\345\274\272\345\244\247\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\345\210\251\345\231\250/index.html"
@@ -696,7 +696,7 @@ <h3 id="实习中接触项目锻炼："><a href="#实习中接触项目锻炼：
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -843,7 +843,7 @@ <h3 id="实习中接触项目锻炼："><a href="#实习中接触项目锻炼：
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/16/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\346\220\272\346\211\213plotly\357\274\214\350\256\251\344\275\240\347\232\204\345\233\276\350\241\250\347\201\265\345\212\250\350\265\267\346\235\245\357\274\201/index.html" "b/2017/06/16/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\346\220\272\346\211\213plotly\357\274\214\350\256\251\344\275\240\347\232\204\345\233\276\350\241\250\347\201\265\345\212\250\350\265\267\346\235\245\357\274\201/index.html"
index b6f82475..a6076676 100644
--- "a/2017/06/16/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\346\220\272\346\211\213plotly\357\274\214\350\256\251\344\275\240\347\232\204\345\233\276\350\241\250\347\201\265\345\212\250\350\265\267\346\235\245\357\274\201/index.html"
+++ "b/2017/06/16/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\346\220\272\346\211\213plotly\357\274\214\350\256\251\344\275\240\347\232\204\345\233\276\350\241\250\347\201\265\345\212\250\350\265\267\346\235\245\357\274\201/index.html"
@@ -688,7 +688,7 @@ <h3 id="plotly动态图表演示："><a href="#plotly动态图表演示：" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -835,7 +835,7 @@ <h3 id="plotly动态图表演示："><a href="#plotly动态图表演示：" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/16/\345\255\246\344\271\240R\350\257\255\350\250\200\346\210\221\351\203\275\345\201\232\344\272\206\351\202\243\344\272\233\346\234\211\350\266\243\347\232\204\344\272\213\346\203\205\357\274\201\357\274\201\357\274\201/index.html" "b/2017/06/16/\345\255\246\344\271\240R\350\257\255\350\250\200\346\210\221\351\203\275\345\201\232\344\272\206\351\202\243\344\272\233\346\234\211\350\266\243\347\232\204\344\272\213\346\203\205\357\274\201\357\274\201\357\274\201/index.html"
index a3cb6cf8..0accb7ef 100644
--- "a/2017/06/16/\345\255\246\344\271\240R\350\257\255\350\250\200\346\210\221\351\203\275\345\201\232\344\272\206\351\202\243\344\272\233\346\234\211\350\266\243\347\232\204\344\272\213\346\203\205\357\274\201\357\274\201\357\274\201/index.html"
+++ "b/2017/06/16/\345\255\246\344\271\240R\350\257\255\350\250\200\346\210\221\351\203\275\345\201\232\344\272\206\351\202\243\344\272\233\346\234\211\350\266\243\347\232\204\344\272\213\346\203\205\357\274\201\357\274\201\357\274\201/index.html"
@@ -679,7 +679,7 @@ <h3 id="一些零零散散的小创意也会令自己成就感爆满："><a href
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -826,7 +826,7 @@ <h3 id="一些零零散散的小创意也会令自己成就感爆满："><a href
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\232\204theme\350\256\242\345\210\266/index.html" "b/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\232\204theme\350\256\242\345\210\266/index.html"
index 7fbef985..a2ab4eec 100644
--- "a/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\232\204theme\350\256\242\345\210\266/index.html"
+++ "b/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\347\232\204theme\350\256\242\345\210\266/index.html"
@@ -79,7 +79,7 @@
 <link href="/css/main.css?v=5.1.1" rel="stylesheet" type="text/css" />
 
 
-  <meta name="keywords" content="数据可视化,R语言,主题定制,图表美化," />
+  <meta name="keywords" content="数据可视化,R语言,图表美化,主题定制," />
 
 
 
@@ -98,7 +98,7 @@
 
 
 <meta name="description" content="ggplot作图系统在R预言诸多可视化包中之所以如此的风靡，除了它拥有自己的图层理念之外，我觉得还要归功于它对于图表细节元素的灵活调整。 对于ggplot的初学者而言，可能没有太多的在意图表的主题是否优雅，配色是否美观，仅求能够准确无误的出图就OK了。 但是如果仅限于此，那么使用ggplot作图真的就是杀鸡用了宰牛刀了。">
-<meta name="keywords" content="数据可视化,R语言,主题定制,图表美化">
+<meta name="keywords" content="数据可视化,R语言,图表美化,主题定制">
 <meta property="og:type" content="article">
 <meta property="og:title" content="R语言可视化——ggplot的theme订制">
 <meta property="og:url" content="http://www.raindu.com/2017/06/17/R语言可视化——ggplot的theme订制/index.html">
@@ -574,10 +574,10 @@ <h3 id="套用自己的自定义主题："><a href="#套用自己的自定义主
           
             <a href="/tags/R语言/" rel="tag"># R语言</a>
           
-            <a href="/tags/主题定制/" rel="tag"># 主题定制</a>
-          
             <a href="/tags/图表美化/" rel="tag"># 图表美化</a>
           
+            <a href="/tags/主题定制/" rel="tag"># 主题定制</a>
+          
         </div>
       
 
@@ -698,7 +698,7 @@ <h3 id="套用自己的自定义主题："><a href="#套用自己的自定义主
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -845,7 +845,7 @@ <h3 id="套用自己的自定义主题："><a href="#套用自己的自定义主
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\346\216\222\347\211\210\344\271\213\344\270\200\351\241\265\345\244\232\345\233\276/index.html" "b/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\346\216\222\347\211\210\344\271\213\344\270\200\351\241\265\345\244\232\345\233\276/index.html"
index 8ee2eadd..07f192d0 100644
--- "a/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\346\216\222\347\211\210\344\271\213\344\270\200\351\241\265\345\244\232\345\233\276/index.html"
+++ "b/2017/06/17/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\233\276\350\241\250\346\216\222\347\211\210\344\271\213\344\270\200\351\241\265\345\244\232\345\233\276/index.html"
@@ -681,7 +681,7 @@ <h3 id="multiplot函数："><a href="#multiplot函数：" class="headerlink" tit
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -828,7 +828,7 @@ <h3 id="multiplot函数："><a href="#multiplot函数：" class="headerlink" tit
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/17/leaflet\347\232\204\345\260\217\346\220\255\346\241\243leaflet-minicharts\346\235\245\344\272\206\357\274\214\344\273\216\346\255\244\345\212\250\346\200\201\345\234\260\345\233\276\345\217\210\345\244\232\344\272\206\344\270\200\344\272\233\344\271\220\350\266\243/index.html" "b/2017/06/17/leaflet\347\232\204\345\260\217\346\220\255\346\241\243leaflet-minicharts\346\235\245\344\272\206\357\274\214\344\273\216\346\255\244\345\212\250\346\200\201\345\234\260\345\233\276\345\217\210\345\244\232\344\272\206\344\270\200\344\272\233\344\271\220\350\266\243/index.html"
index 296a990a..506125f3 100644
--- "a/2017/06/17/leaflet\347\232\204\345\260\217\346\220\255\346\241\243leaflet-minicharts\346\235\245\344\272\206\357\274\214\344\273\216\346\255\244\345\212\250\346\200\201\345\234\260\345\233\276\345\217\210\345\244\232\344\272\206\344\270\200\344\272\233\344\271\220\350\266\243/index.html"
+++ "b/2017/06/17/leaflet\347\232\204\345\260\217\346\220\255\346\241\243leaflet-minicharts\346\235\245\344\272\206\357\274\214\344\273\216\346\255\244\345\212\250\346\200\201\345\234\260\345\233\276\345\217\210\345\244\232\344\272\206\344\270\200\344\272\233\344\271\220\350\266\243/index.html"
@@ -686,7 +686,7 @@ <h4 id="玫瑰图（带时间趋势）"><a href="#玫瑰图（带时间趋势）
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -833,7 +833,7 @@ <h4 id="玫瑰图（带时间趋势）"><a href="#玫瑰图（带时间趋势）
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/18/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\351\205\215\350\211\262\346\212\200\345\267\247/index.html" "b/2017/06/18/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\351\205\215\350\211\262\346\212\200\345\267\247/index.html"
index f19ab478..a38e024c 100644
--- "a/2017/06/18/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\351\205\215\350\211\262\346\212\200\345\267\247/index.html"
+++ "b/2017/06/18/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\351\205\215\350\211\262\346\212\200\345\267\247/index.html"
@@ -709,7 +709,7 @@ <h3 id="配色方案案例演示："><a href="#配色方案案例演示：" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -856,7 +856,7 @@ <h3 id="配色方案案例演示："><a href="#配色方案案例演示：" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/18/\345\205\263\344\272\216\346\225\260\346\215\256\345\234\260\345\233\276\347\232\204\345\207\240\344\270\252\351\201\227\347\225\231\351\227\256\351\242\230\350\247\243\345\206\263\346\226\271\346\241\210/index.html" "b/2017/06/18/\345\205\263\344\272\216\346\225\260\346\215\256\345\234\260\345\233\276\347\232\204\345\207\240\344\270\252\351\201\227\347\225\231\351\227\256\351\242\230\350\247\243\345\206\263\346\226\271\346\241\210/index.html"
index 316c4a08..d11616a1 100644
--- "a/2017/06/18/\345\205\263\344\272\216\346\225\260\346\215\256\345\234\260\345\233\276\347\232\204\345\207\240\344\270\252\351\201\227\347\225\231\351\227\256\351\242\230\350\247\243\345\206\263\346\226\271\346\241\210/index.html"
+++ "b/2017/06/18/\345\205\263\344\272\216\346\225\260\346\215\256\345\234\260\345\233\276\347\232\204\345\207\240\344\270\252\351\201\227\347\225\231\351\227\256\351\242\230\350\247\243\345\206\263\346\226\271\346\241\210/index.html"
@@ -699,7 +699,7 @@ <h3 id="关于九段线问题："><a href="#关于九段线问题：" class="hea
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -846,7 +846,7 @@ <h3 id="关于九段线问题："><a href="#关于九段线问题：" class="hea
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/19/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\344\270\255\347\232\204\347\272\277\346\235\241/index.html" "b/2017/06/19/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\344\270\255\347\232\204\347\272\277\346\235\241/index.html"
index d18fe7e1..75290cf8 100644
--- "a/2017/06/19/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\344\270\255\347\232\204\347\272\277\346\235\241/index.html"
+++ "b/2017/06/19/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\344\270\255\347\232\204\347\272\277\346\235\241/index.html"
@@ -698,7 +698,7 @@ <h3 id="参数变化的对比效果："><a href="#参数变化的对比效果：
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -845,7 +845,7 @@ <h3 id="参数变化的对比效果："><a href="#参数变化的对比效果：
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/19/Word\345\244\251\345\221\200\357\274\214\346\260\224\346\263\241\345\233\276\345\261\205\347\204\266\350\277\230\346\234\211\350\277\231\347\247\215\346\223\215\344\275\234/index.html" "b/2017/06/19/Word\345\244\251\345\221\200\357\274\214\346\260\224\346\263\241\345\233\276\345\261\205\347\204\266\350\277\230\346\234\211\350\277\231\347\247\215\346\223\215\344\275\234/index.html"
index 0c86d5bb..d29b2cf3 100644
--- "a/2017/06/19/Word\345\244\251\345\221\200\357\274\214\346\260\224\346\263\241\345\233\276\345\261\205\347\204\266\350\277\230\346\234\211\350\277\231\347\247\215\346\223\215\344\275\234/index.html"
+++ "b/2017/06/19/Word\345\244\251\345\221\200\357\274\214\346\260\224\346\263\241\345\233\276\345\261\205\347\204\266\350\277\230\346\234\211\350\277\231\347\247\215\346\223\215\344\275\234/index.html"
@@ -689,7 +689,7 @@ <h3 id="本文总结："><a href="#本文总结：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -836,7 +836,7 @@ <h3 id="本文总结："><a href="#本文总结：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/20/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\345\272\224\347\224\250\357\274\210\344\270\234\344\270\211\347\234\201\357\274\211/index.html" "b/2017/06/20/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\345\272\224\347\224\250\357\274\210\344\270\234\344\270\211\347\234\201\357\274\211/index.html"
index 4cde93cb..ee45a378 100644
--- "a/2017/06/20/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\345\272\224\347\224\250\357\274\210\344\270\234\344\270\211\347\234\201\357\274\211/index.html"
+++ "b/2017/06/20/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\345\272\224\347\224\250\357\274\210\344\270\234\344\270\211\347\234\201\357\274\211/index.html"
@@ -716,7 +716,7 @@ <h3 id="地图数据可视化："><a href="#地图数据可视化：" class="hea
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -863,7 +863,7 @@ <h3 id="地图数据可视化："><a href="#地图数据可视化：" class="hea
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/20/\351\202\243\344\272\233\345\237\271\350\256\255\345\270\210\351\203\275\344\270\215\346\233\276\345\221\212\350\257\211\344\275\240\347\232\204\345\205\263\344\272\216Excel\345\233\276\350\241\250\347\232\204\347\247\230\345\257\206/index.html" "b/2017/06/20/\351\202\243\344\272\233\345\237\271\350\256\255\345\270\210\351\203\275\344\270\215\346\233\276\345\221\212\350\257\211\344\275\240\347\232\204\345\205\263\344\272\216Excel\345\233\276\350\241\250\347\232\204\347\247\230\345\257\206/index.html"
index 871b15ac..245205c5 100644
--- "a/2017/06/20/\351\202\243\344\272\233\345\237\271\350\256\255\345\270\210\351\203\275\344\270\215\346\233\276\345\221\212\350\257\211\344\275\240\347\232\204\345\205\263\344\272\216Excel\345\233\276\350\241\250\347\232\204\347\247\230\345\257\206/index.html"
+++ "b/2017/06/20/\351\202\243\344\272\233\345\237\271\350\256\255\345\270\210\351\203\275\344\270\215\346\233\276\345\221\212\350\257\211\344\275\240\347\232\204\345\205\263\344\272\216Excel\345\233\276\350\241\250\347\232\204\347\247\230\345\257\206/index.html"
@@ -729,7 +729,7 @@ <h3 id="关于作图效率："><a href="#关于作图效率：" class="headerlin
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -876,7 +876,7 @@ <h3 id="关于作图效率："><a href="#关于作图效率：" class="headerlin
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\345\233\276\345\261\202\345\217\240\345\212\240\357\274\210\347\246\273\346\225\243\351\242\234\350\211\262\345\241\253\345\205\205\344\270\216\346\260\224\346\263\241\345\233\276\347\273\274\345\220\210\350\277\220\347\224\250\357\274\211/index.html" "b/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\345\233\276\345\261\202\345\217\240\345\212\240\357\274\210\347\246\273\346\225\243\351\242\234\350\211\262\345\241\253\345\205\205\344\270\216\346\260\224\346\263\241\345\233\276\347\273\274\345\220\210\350\277\220\347\224\250\357\274\211/index.html"
index eff1c412..65d5719d 100644
--- "a/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\345\233\276\345\261\202\345\217\240\345\212\240\357\274\210\347\246\273\346\225\243\351\242\234\350\211\262\345\241\253\345\205\205\344\270\216\346\260\224\346\263\241\345\233\276\347\273\274\345\220\210\350\277\220\347\224\250\357\274\211/index.html"
+++ "b/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\345\244\232\345\233\276\345\261\202\345\217\240\345\212\240\357\274\210\347\246\273\346\225\243\351\242\234\350\211\262\345\241\253\345\205\205\344\270\216\346\260\224\346\263\241\345\233\276\347\273\274\345\220\210\350\277\220\347\224\250\357\274\211/index.html"
@@ -683,7 +683,7 @@ <h3 id="处理标签问题："><a href="#处理标签问题：" class="headerlin
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -830,7 +830,7 @@ <h3 id="处理标签问题："><a href="#处理标签问题：" class="headerlin
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\347\246\273\346\225\243\347\231\276\345\210\206\346\257\224\345\241\253\345\205\205\357\274\210\347\216\257\346\270\244\346\265\267\357\274\211/index.html" "b/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\347\246\273\346\225\243\347\231\276\345\210\206\346\257\224\345\241\253\345\205\205\357\274\210\347\216\257\346\270\244\346\265\267\357\274\211/index.html"
index 418a0a92..942ef4a1 100644
--- "a/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\347\246\273\346\225\243\347\231\276\345\210\206\346\257\224\345\241\253\345\205\205\357\274\210\347\216\257\346\270\244\346\265\267\357\274\211/index.html"
+++ "b/2017/06/21/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\346\225\260\346\215\256\345\234\260\345\233\276\347\246\273\346\225\243\347\231\276\345\210\206\346\257\224\345\241\253\345\205\205\357\274\210\347\216\257\346\270\244\346\265\267\357\274\211/index.html"
@@ -672,7 +672,7 @@ <h3 id="接下来处理标签问题："><a href="#接下来处理标签问题：
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -819,7 +819,7 @@ <h3 id="接下来处理标签问题："><a href="#接下来处理标签问题：
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/22/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\347\263\273\347\273\237\344\270\255\347\232\204\350\276\205\345\212\251\347\272\277/index.html" "b/2017/06/22/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\347\263\273\347\273\237\344\270\255\347\232\204\350\276\205\345\212\251\347\272\277/index.html"
index 5dceb7d7..395261e0 100644
--- "a/2017/06/22/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\347\263\273\347\273\237\344\270\255\347\232\204\350\276\205\345\212\251\347\272\277/index.html"
+++ "b/2017/06/22/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224ggplot\345\233\276\350\241\250\347\263\273\347\273\237\344\270\255\347\232\204\350\276\205\345\212\251\347\272\277/index.html"
@@ -689,7 +689,7 @@ <h3 id="添加辅助线："><a href="#添加辅助线：" class="headerlink" tit
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -836,7 +836,7 @@ <h3 id="添加辅助线："><a href="#添加辅助线：" class="headerlink" tit
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/22/\347\253\237\347\204\266\346\230\257\344\270\200\344\270\252\345\215\207\347\272\247\347\211\210\347\232\204\346\225\260\346\215\256\351\200\217\350\247\206\350\241\250-Tableau\347\234\237\347\232\204\346\262\241\346\234\211\351\202\243\344\271\210\347\245\236\347\247\230/index.html" "b/2017/06/22/\347\253\237\347\204\266\346\230\257\344\270\200\344\270\252\345\215\207\347\272\247\347\211\210\347\232\204\346\225\260\346\215\256\351\200\217\350\247\206\350\241\250-Tableau\347\234\237\347\232\204\346\262\241\346\234\211\351\202\243\344\271\210\347\245\236\347\247\230/index.html"
index cb766056..d192379b 100644
--- "a/2017/06/22/\347\253\237\347\204\266\346\230\257\344\270\200\344\270\252\345\215\207\347\272\247\347\211\210\347\232\204\346\225\260\346\215\256\351\200\217\350\247\206\350\241\250-Tableau\347\234\237\347\232\204\346\262\241\346\234\211\351\202\243\344\271\210\347\245\236\347\247\230/index.html"
+++ "b/2017/06/22/\347\253\237\347\204\266\346\230\257\344\270\200\344\270\252\345\215\207\347\272\247\347\211\210\347\232\204\346\225\260\346\215\256\351\200\217\350\247\206\350\241\250-Tableau\347\234\237\347\232\204\346\262\241\346\234\211\351\202\243\344\271\210\347\245\236\347\247\230/index.html"
@@ -723,7 +723,7 @@ <h3 id="多维度数据呈现案例展示："><a href="#多维度数据呈现案
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -870,7 +870,7 @@ <h3 id="多维度数据呈现案例展示："><a href="#多维度数据呈现案
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/23/\344\270\215\347\273\217\346\204\217\351\227\264\345\217\210\345\217\221\347\216\260\344\272\206\344\270\200\344\270\252\346\234\211\350\266\243\345\217\210\347\202\253\351\205\267\347\232\204\345\214\205/index.html" "b/2017/06/23/\344\270\215\347\273\217\346\204\217\351\227\264\345\217\210\345\217\221\347\216\260\344\272\206\344\270\200\344\270\252\346\234\211\350\266\243\345\217\210\347\202\253\351\205\267\347\232\204\345\214\205/index.html"
index d8a312dd..6be0a639 100644
--- "a/2017/06/23/\344\270\215\347\273\217\346\204\217\351\227\264\345\217\210\345\217\221\347\216\260\344\272\206\344\270\200\344\270\252\346\234\211\350\266\243\345\217\210\347\202\253\351\205\267\347\232\204\345\214\205/index.html"
+++ "b/2017/06/23/\344\270\215\347\273\217\346\204\217\351\227\264\345\217\210\345\217\221\347\216\260\344\272\206\344\270\200\344\270\252\346\234\211\350\266\243\345\217\210\347\202\253\351\205\267\347\232\204\345\214\205/index.html"
@@ -691,7 +691,7 @@ <h3 id="主题套用："><a href="#主题套用：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -838,7 +838,7 @@ <h3 id="主题套用："><a href="#主题套用：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/23/\347\224\250\344\274\230\351\233\205\347\232\204\351\205\215\350\211\262\346\235\245\347\274\224\351\200\240\345\233\276\350\241\250\344\270\223\344\270\232\344\270\273\344\271\211/index.html" "b/2017/06/23/\347\224\250\344\274\230\351\233\205\347\232\204\351\205\215\350\211\262\346\235\245\347\274\224\351\200\240\345\233\276\350\241\250\344\270\223\344\270\232\344\270\273\344\271\211/index.html"
index 801d7d36..290c8a45 100644
--- "a/2017/06/23/\347\224\250\344\274\230\351\233\205\347\232\204\351\205\215\350\211\262\346\235\245\347\274\224\351\200\240\345\233\276\350\241\250\344\270\223\344\270\232\344\270\273\344\271\211/index.html"
+++ "b/2017/06/23/\347\224\250\344\274\230\351\233\205\347\232\204\351\205\215\350\211\262\346\235\245\347\274\224\351\200\240\345\233\276\350\241\250\344\270\223\344\270\232\344\270\273\344\271\211/index.html"
@@ -79,7 +79,7 @@
 <link href="/css/main.css?v=5.1.1" rel="stylesheet" type="text/css" />
 
 
-  <meta name="keywords" content="数据可视化,R语言,ggplot2,图表美化,ggtech," />
+  <meta name="keywords" content="数据可视化,R语言,图表美化,ggplot2,ggtech," />
 
 
 
@@ -98,7 +98,7 @@
 
 
 <meta name="description" content="总觉得以前自己写的东西太过琐碎，纠结于步骤和技巧，而没有任何体系上和理念上的输出；">
-<meta name="keywords" content="数据可视化,R语言,ggplot2,图表美化,ggtech">
+<meta name="keywords" content="数据可视化,R语言,图表美化,ggplot2,ggtech">
 <meta property="og:type" content="article">
 <meta property="og:title" content="用优雅的配色来缔造图表专业主义~">
 <meta property="og:url" content="http://www.raindu.com/2017/06/23/用优雅的配色来缔造图表专业主义/index.html">
@@ -596,10 +596,10 @@ <h4 id="粗边面积图"><a href="#粗边面积图" class="headerlink" title="
           
             <a href="/tags/R语言/" rel="tag"># R语言</a>
           
-            <a href="/tags/ggplot2/" rel="tag"># ggplot2</a>
-          
             <a href="/tags/图表美化/" rel="tag"># 图表美化</a>
           
+            <a href="/tags/ggplot2/" rel="tag"># ggplot2</a>
+          
             <a href="/tags/ggtech/" rel="tag"># ggtech</a>
           
         </div>
@@ -722,7 +722,7 @@ <h4 id="粗边面积图"><a href="#粗边面积图" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -869,7 +869,7 @@ <h4 id="粗边面积图"><a href="#粗边面积图" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/24/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250ggplot\346\236\204\351\200\240\346\234\237\345\276\205\345\267\262\344\271\205\347\232\204\351\233\267\350\276\276\345\233\276/index.html" "b/2017/06/24/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250ggplot\346\236\204\351\200\240\346\234\237\345\276\205\345\267\262\344\271\205\347\232\204\351\233\267\350\276\276\345\233\276/index.html"
index f1a11a18..cfff9274 100644
--- "a/2017/06/24/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250ggplot\346\236\204\351\200\240\346\234\237\345\276\205\345\267\262\344\271\205\347\232\204\351\233\267\350\276\276\345\233\276/index.html"
+++ "b/2017/06/24/R\350\257\255\350\250\200\345\217\257\350\247\206\345\214\226\342\200\224\342\200\224\347\224\250ggplot\346\236\204\351\200\240\346\234\237\345\276\205\345\267\262\344\271\205\347\232\204\351\233\267\350\276\276\345\233\276/index.html"
@@ -686,7 +686,7 @@ <h3 id="ggradar包："><a href="#ggradar包：" class="headerlink" title="ggrada
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -833,7 +833,7 @@ <h3 id="ggradar包："><a href="#ggradar包：" class="headerlink" title="ggrada
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/24/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\255\227\347\254\246\344\270\262\346\240\274\345\274\217\345\214\226\350\276\223\345\207\272/index.html" "b/2017/06/24/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\255\227\347\254\246\344\270\262\346\240\274\345\274\217\345\214\226\350\276\223\345\207\272/index.html"
index e87d89a8..d8072343 100644
--- "a/2017/06/24/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\255\227\347\254\246\344\270\262\346\240\274\345\274\217\345\214\226\350\276\223\345\207\272/index.html"
+++ "b/2017/06/24/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\255\227\347\254\246\344\270\262\346\240\274\345\274\217\345\214\226\350\276\223\345\207\272/index.html"
@@ -754,7 +754,7 @@ <h3 id="本章汇总："><a href="#本章汇总：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -901,7 +901,7 @@ <h3 id="本章汇总："><a href="#本章汇总：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/25/\347\224\250R\350\257\255\350\250\200\345\244\215\347\233\230\347\276\216\345\233\275\346\200\273\347\273\237\345\244\247\351\200\211\347\273\223\346\236\234/index.html" "b/2017/06/25/\347\224\250R\350\257\255\350\250\200\345\244\215\347\233\230\347\276\216\345\233\275\346\200\273\347\273\237\345\244\247\351\200\211\347\273\223\346\236\234/index.html"
index 9ef32f5a..e1f55247 100644
--- "a/2017/06/25/\347\224\250R\350\257\255\350\250\200\345\244\215\347\233\230\347\276\216\345\233\275\346\200\273\347\273\237\345\244\247\351\200\211\347\273\223\346\236\234/index.html"
+++ "b/2017/06/25/\347\224\250R\350\257\255\350\250\200\345\244\215\347\233\230\347\276\216\345\233\275\346\200\273\347\273\237\345\244\247\351\200\211\347\273\223\346\236\234/index.html"
@@ -721,7 +721,7 @@ <h4 id="宗教信仰分布统计；"><a href="#宗教信仰分布统计；" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -868,7 +868,7 @@ <h4 id="宗教信仰分布统计；"><a href="#宗教信仰分布统计；" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/27/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html" "b/2017/06/27/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html"
index 90cfcd4d..b56920cc 100644
--- "a/2017/06/27/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html"
+++ "b/2017/06/27/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html"
@@ -735,7 +735,7 @@ <h3 id="数据追加："><a href="#数据追加：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -882,7 +882,7 @@ <h3 id="数据追加："><a href="#数据追加：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/28/R\350\257\255\350\250\200\346\225\260\346\215\256\345\244\204\347\220\206\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html" "b/2017/06/28/R\350\257\255\350\250\200\346\225\260\346\215\256\345\244\204\347\220\206\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html"
index 98cd6baa..19e2b9f7 100644
--- "a/2017/06/28/R\350\257\255\350\250\200\346\225\260\346\215\256\345\244\204\347\220\206\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html"
+++ "b/2017/06/28/R\350\257\255\350\250\200\346\225\260\346\215\256\345\244\204\347\220\206\342\200\224\342\200\224\346\225\260\346\215\256\345\220\210\345\271\266\344\270\216\350\277\275\345\212\240/index.html"
@@ -756,7 +756,7 @@ <h3 id="plyr-join函数"><a href="#plyr-join函数" class="headerlink" title="pl
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -903,7 +903,7 @@ <h3 id="plyr-join函数"><a href="#plyr-join函数" class="headerlink" title="pl
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/29/\351\207\215\350\246\201\347\232\204\346\230\257\345\233\276\350\241\250\346\200\235\347\273\264\357\274\214\350\200\214\344\270\215\346\230\257\345\267\245\345\205\267/index.html" "b/2017/06/29/\351\207\215\350\246\201\347\232\204\346\230\257\345\233\276\350\241\250\346\200\235\347\273\264\357\274\214\350\200\214\344\270\215\346\230\257\345\267\245\345\205\267/index.html"
index 4a495459..3931ca30 100644
--- "a/2017/06/29/\351\207\215\350\246\201\347\232\204\346\230\257\345\233\276\350\241\250\346\200\235\347\273\264\357\274\214\350\200\214\344\270\215\346\230\257\345\267\245\345\205\267/index.html"
+++ "b/2017/06/29/\351\207\215\350\246\201\347\232\204\346\230\257\345\233\276\350\241\250\346\200\235\347\273\264\357\274\214\350\200\214\344\270\215\346\230\257\345\267\245\345\205\267/index.html"
@@ -698,7 +698,7 @@ <h3 id="图形合并最终效果："><a href="#图形合并最终效果：" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -845,7 +845,7 @@ <h3 id="图形合并最终效果："><a href="#图形合并最终效果：" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/06/30/\344\270\200\347\257\207\345\205\250\346\230\257\344\273\243\347\240\201\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213/index.html" "b/2017/06/30/\344\270\200\347\257\207\345\205\250\346\230\257\344\273\243\347\240\201\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213/index.html"
index e22793c4..377212a1 100644
--- "a/2017/06/30/\344\270\200\347\257\207\345\205\250\346\230\257\344\273\243\347\240\201\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213/index.html"
+++ "b/2017/06/30/\344\270\200\347\257\207\345\205\250\346\230\257\344\273\243\347\240\201\347\232\204\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213/index.html"
@@ -672,7 +672,7 @@ <h3 id="菱形气泡图"><a href="#菱形气泡图" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -819,7 +819,7 @@ <h3 id="菱形气泡图"><a href="#菱形气泡图" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/07/02/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\241\221\345\236\213\344\270\216\351\225\277\345\256\275\350\275\254\346\215\242/index.html" "b/2017/07/02/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\241\221\345\236\213\344\270\216\351\225\277\345\256\275\350\275\254\346\215\242/index.html"
index dd380768..1f9f7c5a 100644
--- "a/2017/07/02/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\241\221\345\236\213\344\270\216\351\225\277\345\256\275\350\275\254\346\215\242/index.html"
+++ "b/2017/07/02/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\346\225\260\346\215\256\345\241\221\345\236\213\344\270\216\351\225\277\345\256\275\350\275\254\346\215\242/index.html"
@@ -720,7 +720,7 @@ <h3 id="Python数据长宽转换："><a href="#Python数据长宽转换：" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -867,7 +867,7 @@ <h3 id="Python数据长宽转换："><a href="#Python数据长宽转换：" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/07/03/\351\202\243\344\272\233\345\271\264\345\201\232\350\277\207\347\232\204\345\233\276\350\241\250/index.html" "b/2017/07/03/\351\202\243\344\272\233\345\271\264\345\201\232\350\277\207\347\232\204\345\233\276\350\241\250/index.html"
index b1f4a13a..db35bf43 100644
--- "a/2017/07/03/\351\202\243\344\272\233\345\271\264\345\201\232\350\277\207\347\232\204\345\233\276\350\241\250/index.html"
+++ "b/2017/07/03/\351\202\243\344\272\233\345\271\264\345\201\232\350\277\207\347\232\204\345\233\276\350\241\250/index.html"
@@ -667,7 +667,7 @@ <h1 class="post-title" itemprop="name headline">那些年做过的图表</h1>
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -798,7 +798,7 @@ <h1 class="post-title" itemprop="name headline">那些年做过的图表</h1>
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/07/04/\350\277\231\344\271\210\347\211\233X\347\232\204\345\214\205\357\274\214\344\270\200\350\210\254\344\272\272\346\210\221\344\270\215\345\221\212\350\257\211\344\273\226\357\274\201\357\274\201\357\274\201/index.html" "b/2017/07/04/\350\277\231\344\271\210\347\211\233X\347\232\204\345\214\205\357\274\214\344\270\200\350\210\254\344\272\272\346\210\221\344\270\215\345\221\212\350\257\211\344\273\226\357\274\201\357\274\201\357\274\201/index.html"
index af2dc92c..245709de 100644
--- "a/2017/07/04/\350\277\231\344\271\210\347\211\233X\347\232\204\345\214\205\357\274\214\344\270\200\350\210\254\344\272\272\346\210\221\344\270\215\345\221\212\350\257\211\344\273\226\357\274\201\357\274\201\357\274\201/index.html"
+++ "b/2017/07/04/\350\277\231\344\271\210\347\211\233X\347\232\204\345\214\205\357\274\214\344\270\200\350\210\254\344\272\272\346\210\221\344\270\215\345\221\212\350\257\211\344\273\226\357\274\201\357\274\201\357\274\201/index.html"
@@ -712,7 +712,7 @@ <h3 id="案例赏析："><a href="#案例赏析：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -859,7 +859,7 @@ <h3 id="案例赏析："><a href="#案例赏析：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/07/06/\350\256\251\346\211\247\347\235\200\346\210\220\344\270\272\344\270\200\347\247\215\344\271\240\346\203\257\342\200\224\342\200\224\344\273\277\347\275\221\346\230\223\346\225\260\347\213\254\347\216\253\347\221\260\346\260\224\346\263\241\345\233\276/index.html" "b/2017/07/06/\350\256\251\346\211\247\347\235\200\346\210\220\344\270\272\344\270\200\347\247\215\344\271\240\346\203\257\342\200\224\342\200\224\344\273\277\347\275\221\346\230\223\346\225\260\347\213\254\347\216\253\347\221\260\346\260\224\346\263\241\345\233\276/index.html"
index 9b7e1672..bb85fc99 100644
--- "a/2017/07/06/\350\256\251\346\211\247\347\235\200\346\210\220\344\270\272\344\270\200\347\247\215\344\271\240\346\203\257\342\200\224\342\200\224\344\273\277\347\275\221\346\230\223\346\225\260\347\213\254\347\216\253\347\221\260\346\260\224\346\263\241\345\233\276/index.html"
+++ "b/2017/07/06/\350\256\251\346\211\247\347\235\200\346\210\220\344\270\272\344\270\200\347\247\215\344\271\240\346\203\257\342\200\224\342\200\224\344\273\277\347\275\221\346\230\223\346\225\260\347\213\254\347\216\253\347\221\260\346\260\224\346\263\241\345\233\276/index.html"
@@ -690,7 +690,7 @@ <h3 id="可视化过程："><a href="#可视化过程：" class="headerlink" tit
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -837,7 +837,7 @@ <h3 id="可视化过程："><a href="#可视化过程：" class="headerlink" tit
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/07/08/\345\260\217\351\255\224\346\226\271\344\270\215\346\203\263\350\267\237\344\275\240\350\257\264\350\257\235\357\274\214\345\271\266\345\220\221\344\275\240\346\211\224\344\272\206\344\270\200\345\240\206\344\273\243\347\240\201/index.html" "b/2017/07/08/\345\260\217\351\255\224\346\226\271\344\270\215\346\203\263\350\267\237\344\275\240\350\257\264\350\257\235\357\274\214\345\271\266\345\220\221\344\275\240\346\211\224\344\272\206\344\270\200\345\240\206\344\273\243\347\240\201/index.html"
index c8161b8a..2e73425b 100644
--- "a/2017/07/08/\345\260\217\351\255\224\346\226\271\344\270\215\346\203\263\350\267\237\344\275\240\350\257\264\350\257\235\357\274\214\345\271\266\345\220\221\344\275\240\346\211\224\344\272\206\344\270\200\345\240\206\344\273\243\347\240\201/index.html"
+++ "b/2017/07/08/\345\260\217\351\255\224\346\226\271\344\270\215\346\203\263\350\267\237\344\275\240\350\257\264\350\257\235\357\274\214\345\271\266\345\220\221\344\275\240\346\211\224\344\272\206\344\270\200\345\240\206\344\273\243\347\240\201/index.html"
@@ -672,7 +672,7 @@ <h3 id="构建作图数据："><a href="#构建作图数据：" class="headerlin
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -819,7 +819,7 @@ <h3 id="构建作图数据："><a href="#构建作图数据：" class="headerlin
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/07/10/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\233\240\345\255\220\345\217\230\351\207\217\344\270\216\345\210\206\347\261\273\351\207\215\347\274\226\347\240\201/index.html" "b/2017/07/10/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\233\240\345\255\220\345\217\230\351\207\217\344\270\216\345\210\206\347\261\273\351\207\215\347\274\226\347\240\201/index.html"
index b685babe..6550ee96 100644
--- "a/2017/07/10/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\233\240\345\255\220\345\217\230\351\207\217\344\270\216\345\210\206\347\261\273\351\207\215\347\274\226\347\240\201/index.html"
+++ "b/2017/07/10/\345\267\246\346\211\213\347\224\250R\345\217\263\346\211\213Python\347\263\273\345\210\227\342\200\224\342\200\224\345\233\240\345\255\220\345\217\230\351\207\217\344\270\216\345\210\206\347\261\273\351\207\215\347\274\226\347\240\201/index.html"
@@ -713,7 +713,7 @@ <h3 id="最后做一个小总结："><a href="#最后做一个小总结：" clas
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -860,7 +860,7 @@ <h3 id="最后做一个小总结："><a href="#最后做一个小总结：" clas
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/2017/07/12/\344\270\200\350\250\200\344\270\215\345\220\210\345\260\261\347\210\254\350\231\253\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\347\210\254\345\217\226\345\260\217\345\247\220\345\247\220\347\232\204\347\247\222\346\213\215MV/index.html" "b/2017/07/12/\344\270\200\350\250\200\344\270\215\345\220\210\345\260\261\347\210\254\350\231\253\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\347\210\254\345\217\226\345\260\217\345\247\220\345\247\220\347\232\204\347\247\222\346\213\215MV/index.html"
index 521fd963..a3ac1c88 100644
--- "a/2017/07/12/\344\270\200\350\250\200\344\270\215\345\220\210\345\260\261\347\210\254\350\231\253\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\347\210\254\345\217\226\345\260\217\345\247\220\345\247\220\347\232\204\347\247\222\346\213\215MV/index.html"
+++ "b/2017/07/12/\344\270\200\350\250\200\344\270\215\345\220\210\345\260\261\347\210\254\350\231\253\347\263\273\345\210\227\344\271\213\342\200\224\342\200\224\347\210\254\345\217\226\345\260\217\345\247\220\345\247\220\347\232\204\347\247\222\346\213\215MV/index.html"
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+                超强脑洞第五弹——ggplot 构造连环饼图 <i class="fa fa-chevron-right"></i>
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+        <p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image2.png" alt=""></p>
+<p>今天这篇之前曾有涉略过，就是利用ggplot的辅助插件工具——scatterpie制作基于气泡图的饼图，之前曾在地图图层上演示过此种类似图表，不过这里我将其与折线图融合，案例来源于陈荣兴老师的名作——《Excel图表拒绝平庸》。</p>
+<a id="more"></a>
+<h3 id="数据准备："><a href="#数据准备：" class="headerlink" title="数据准备："></a>数据准备：</h3><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div></pre></td><td class="code"><pre><div class="line"><span class="keyword">library</span>(<span class="string">"ggplot2"</span>)</div><div class="line"><span class="keyword">library</span>(<span class="string">"scatterpie"</span>)</div><div class="line"><span class="keyword">library</span>(<span class="string">"Cairo"</span>)</div></pre></td></tr></table></figure>
+<p><strong>数据集构造：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div><div class="line">7</div><div class="line">8</div></pre></td><td class="code"><pre><div class="line">mydata&lt;-c(<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">2</span>,<span class="number">3</span>,<span class="number">2</span>,<span class="number">3</span>,<span class="number">5</span>,<span class="number">5</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">2</span>,<span class="number">2</span>,<span class="number">4</span>,<span class="number">5</span>,<span class="number">1</span>,<span class="number">3</span>,<span class="number">2</span>,<span class="number">3</span>,<span class="number">5</span>,<span class="number">5</span>,<span class="number">4</span>,<span class="number">2</span>,<span class="number">4</span>,<span class="number">2</span>,<span class="number">1</span>,<span class="number">2</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">0.5</span>,<span class="number">0.5</span>)</div><div class="line">Dummy&lt;-<span class="number">5</span>*seq(<span class="number">1</span>:<span class="number">8</span>)</div><div class="line">mynewdata&lt;-matrix(mydata,nrow=<span class="number">8</span>,ncol=<span class="number">5</span>,byrow=<span class="literal">T</span>)</div><div class="line">colnames(mynewdata)&lt;-c(<span class="string">"S1"</span>,<span class="string">"S2"</span>,<span class="string">"S3"</span>,<span class="string">"S4"</span>,<span class="string">"S5"</span>)</div><div class="line">mynewdata&lt;-as.data.frame(mynewdata)</div><div class="line">as.integer(mynewdata1$Year)</div><div class="line">mynewdata1&lt;-cbind(Year,Dummy,Data,mynewdata)</div><div class="line">as.integer(mynewdata1$Dummy)</div></pre></td></tr></table></figure></p>
+<p><strong>构造色盘：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div></pre></td><td class="code"><pre><div class="line">color1&lt;-c(<span class="string">"#FF2D2D"</span>,<span class="string">"#F79646"</span>,<span class="string">"#4BACC6"</span>,<span class="string">"#FFC000"</span>,<span class="string">"#92D050"</span>)</div><div class="line">color2&lt;-c(<span class="string">"#17375E"</span>,<span class="string">"#23538D"</span>,<span class="string">"#558ED5"</span>,<span class="string">"#8EB4E3"</span>,<span class="string">"#C6D9F1"</span>)</div></pre></td></tr></table></figure></p>
+<h3 id="图形可视化："><a href="#图形可视化：" class="headerlink" title="图形可视化："></a>图形可视化：</h3><p><strong>色盘1图表输出：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div><div class="line">7</div><div class="line">8</div><div class="line">9</div><div class="line">10</div><div class="line">11</div><div class="line">12</div><div class="line">13</div><div class="line">14</div><div class="line">15</div><div class="line">16</div><div class="line">17</div><div class="line">18</div></pre></td><td class="code"><pre><div class="line">CairoPNG(file=<span class="string">"C:/Users/Administrator/Desktop/scatterpie1.png"</span>,width=<span class="number">500</span>,height=<span class="number">330</span>)</div><div class="line">ggplot()+</div><div class="line">geom_line(data=mynewdata1,aes(x=Dummy,y=Data,group=<span class="number">1</span>),col=<span class="string">"#085264"</span>,size=<span class="number">.8</span>)+</div><div class="line">geom_scatterpie(data=mynewdata1,aes(x=Dummy,y=Data,r=<span class="number">2</span>),cols=colnames(mynewdata1)[<span class="number">4</span>:<span class="number">8</span>],color=<span class="literal">NA</span>)+</div><div class="line">ylim(<span class="number">0</span>,<span class="number">25</span>)+</div><div class="line">scale_fill_manual(values=color1)+</div><div class="line">scale_x_continuous(breaks=mynewdata1$Dummy,labels=c(<span class="number">2004</span>:<span class="number">2011</span>))+</div><div class="line">guides( fill=guide_legend(label.position =<span class="string">"top"</span>))+</div><div class="line">theme(</div><div class="line">axis.title=element_blank(),</div><div class="line">legend.title=element_blank(),</div><div class="line">panel.background=element_blank(),</div><div class="line">axis.line=element_line(),</div><div class="line">axis.ticks=element_line(),</div><div class="line">legend.direction=<span class="string">"horizontal"</span>,</div><div class="line">legend.position=c(<span class="number">0.15</span>,<span class="number">0.9</span>),</div><div class="line">)</div><div class="line">dev.off()</div></pre></td></tr></table></figure></p>
+<p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image1.png" alt=""></p>
+<p><strong>色盘2输出：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div><div class="line">7</div><div class="line">8</div><div class="line">9</div><div class="line">10</div><div class="line">11</div><div class="line">12</div><div class="line">13</div><div class="line">14</div><div class="line">15</div><div class="line">16</div><div class="line">17</div><div class="line">18</div></pre></td><td class="code"><pre><div class="line">CairoPNG(file=<span class="string">"C:/Users/Administrator/Desktop/scatterpie2.png"</span>,width=<span class="number">500</span>,height=<span class="number">330</span>)</div><div class="line">ggplot()+</div><div class="line">geom_line(data=mynewdata1,aes(x=Dummy,y=Data,group=<span class="number">1</span>),col=<span class="string">"#085264"</span>,size=<span class="number">.8</span>)+</div><div class="line">geom_scatterpie(data=mynewdata1,aes(x=Dummy,y=Data,r=<span class="number">2</span>),cols=colnames(mynewdata1)[<span class="number">4</span>:<span class="number">8</span>],color=<span class="literal">NA</span>)+</div><div class="line">ylim(<span class="number">0</span>,<span class="number">25</span>)+</div><div class="line">scale_fill_manual(values=color2)+</div><div class="line">scale_x_continuous(breaks=mynewdata1$Dummy,labels=c(<span class="number">2004</span>:<span class="number">2011</span>))+</div><div class="line">guides( fill=guide_legend(label.position =<span class="string">"top"</span>))+</div><div class="line">theme(</div><div class="line">axis.title=element_blank(),</div><div class="line">legend.title=element_blank(),</div><div class="line">panel.background=element_blank(),</div><div class="line">axis.line=element_line(),</div><div class="line">axis.ticks=element_line(),</div><div class="line">legend.direction=<span class="string">"horizontal"</span>,</div><div class="line">legend.position=c(<span class="number">0.15</span>,<span class="number">0.9</span>),</div><div class="line">)</div><div class="line">dev.off()</div></pre></td></tr></table></figure></p>
+<p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image2.png" alt=""></p>
+<p>本来原始图表在案例中使用VBA写的，大体思路是在折线图对应点位置强制插入8个饼图对象。（就是对应八个点位置的饼图）思路虽好，可是VBA的笨拙语法操作起来实在不易，代码量巨大。</p>
+<p><strong>源案例代码截图：</strong></p>
+<p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image.png" alt=""></p>
+<p>而使用R语言，不算主题修饰成分，核心代码只有短短6行，由此可见R在图形操控方面的便利。</p>
+<h3 id="核心要点总结："><a href="#核心要点总结：" class="headerlink" title="核心要点总结："></a>核心要点总结：</h3><p><strong>本例适用场景：</strong></p>
+<ul>
+<li>基于时间维度的个指标结构分解（年度GDP构成）；</li>
+<li>基于地域维度的指标构成分解。（不同地区产品销量、销额等）。</li>
+</ul>
+<p><strong>核心要点：</strong></p>
+<ul>
+<li>需掌握geom_scatterpie 图层函数要义（其实就是熟知scatterpie包的参数）；</li>
+<li>保证横、纵轴刻度线量级一致，细心地童鞋可能已经发现，我并未直接将X轴映射给Year变量，而是费事儿的用0,5,10……40等间隔为5的数值来作为X轴，之后才将刻度标签替换成2004~2011的年份（具有实际意义的指标）。原因就是因为规避横纵坐标量级差异导致饼图变形。（算是scatterpie的bug吧，无法自动优化饼图半径）。</li>
+</ul>
+<hr>
+<p><strong>联系方式：</strong><br>wechat：ljty1991<br>Mail:578708965@qq.com<br>个人公众号：数据小魔方（datamofang）<br>团队公众号：EasyCharts<br>qq交流群：[魔方学院]298236508</p>
+<p><strong>个人简介：</strong><br><strong><em>杜雨</em></strong><br>财经专业研究僧；<br>伪数据可视化达人；<br>文科背景的编程小白；<br>喜欢研究商务图表与地理信息数据可视化，爱倒腾PowerBI、SAP DashBoard、Tableau、R ggplot2、Think-cell chart等诸如此类的数据可视化软件，创建并运营微信公众号“数据小魔方”。<br>Mail:578708965@qq.com </p>
+<hr>
+<p><strong>备注信息：</strong><br><a rel="external" href="http://creativecommons.org/licenses/by-nc/4.0/" target="_blank"><img alt="知识共享许可协议" style="border-width:0" src="https://i.creativecommons.org/l/by-nc/4.0/88x31.png"></a><br>本作品采用<a rel="external" href="http://creativecommons.org/licenses/by-nc/4.0/" target="_blank">知识共享署名-非商业性使用 4.0 国际许可协议</a></p>
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+              <div class="post-toc-content"><ol class="nav"><li class="nav-item nav-level-3"><a class="nav-link" href="#数据准备："><span class="nav-number">1.</span> <span class="nav-text">数据准备：</span></a></li><li class="nav-item nav-level-3"><a class="nav-link" href="#图形可视化："><span class="nav-number">2.</span> <span class="nav-text">图形可视化：</span></a></li><li class="nav-item nav-level-3"><a class="nav-link" href="#核心要点总结："><span class="nav-number">3.</span> <span class="nav-text">核心要点总结：</span></a></li></ol></div>
+            
+
+          </div>
+        </section>
+      <!--/noindex-->
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+  <span itemprop="copyrightYear">2017</span>
+  <span class="with-love">
+    <i class="fa fa-heart"></i>
+  </span>
+  <span class="author" itemprop="copyrightHolder">RainDu</span>
+</div>
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+<div class="powered-by">
+  由 <a class="theme-link" href="https://hexo.io">Hexo</a> 强力驱动
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+  <div class="powered-by"></div>
+  <span class="post-count">博客全站共117.9k字</span>
+</div>
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+  <div class="powered-by"></div>
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+    </footer>
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+        <i class="fa fa-arrow-up"></i>
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+<script type="text/javascript">
+  if (Object.prototype.toString.call(window.Promise) !== '[object Function]') {
+    window.Promise = null;
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+</script>
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+  <script type="text/javascript" src="/lib/jquery/index.js?v=2.1.3"></script>
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+  <script type="text/javascript" src="/lib/fancybox/source/jquery.fancybox.pack.js?v=2.1.5"></script>
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+        productKey: "f1e7f17c2ee543bdae216f9b2a74bc91",
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+    <script src="https://img1.ws.126.net/f2e/tie/yun/sdk/loader.js"></script>
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+      if (width < 960) {
+      window.document.write('<script id="changyan_mobile_js" charset="utf-8" type="text/javascript" src="https://changyan.sohu.com/upload/mobile/wap-js/changyan_mobile.js?client_id=' + appid + '&conf=' + conf + '"><\/script>'); } else { var loadJs=function(d,a){var c=document.getElementsByTagName("head")[0]||document.head||document.documentElement;var b=document.createElement("script");b.setAttribute("type","text/javascript");b.setAttribute("charset","UTF-8");b.setAttribute("src",d);if(typeof a==="function"){if(window.attachEvent){b.onreadystatechange=function(){var e=b.readyState;if(e==="loaded"||e==="complete"){b.onreadystatechange=null;a()}}}else{b.onload=a}}c.appendChild(b)};loadJs("https://changyan.sohu.com/upload/changyan.js",function(){
+        window.changyan.api.config({appid:appid,conf:conf})});
+      }
+    })();
+    </script>
+    <script type="text/javascript" src="https://assets.changyan.sohu.com/upload/plugins/plugins.count.js"></script>
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+  
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+  <script type="text/javascript">
+    // Popup Window;
+    var isfetched = false;
+    var isXml = true;
+    // Search DB path;
+    var search_path = "search.xml";
+    if (search_path.length === 0) {
+      search_path = "search.xml";
+    } else if (search_path.endsWith("json")) {
+      isXml = false;
+    }
+    var path = "/" + search_path;
+    // monitor main search box;
+
+    var onPopupClose = function (e) {
+      $('.popup').hide();
+      $('#local-search-input').val('');
+      $('.search-result-list').remove();
+      $('#no-result').remove();
+      $(".local-search-pop-overlay").remove();
+      $('body').css('overflow', '');
+    }
+
+    function proceedsearch() {
+      $("body")
+        .append('<div class="search-popup-overlay local-search-pop-overlay"></div>')
+        .css('overflow', 'hidden');
+      $('.search-popup-overlay').click(onPopupClose);
+      $('.popup').toggle();
+      var $localSearchInput = $('#local-search-input');
+      $localSearchInput.attr("autocapitalize", "none");
+      $localSearchInput.attr("autocorrect", "off");
+      $localSearchInput.focus();
+    }
+
+    // search function;
+    var searchFunc = function(path, search_id, content_id) {
+      'use strict';
+
+      // start loading animation
+      $("body")
+        .append('<div class="search-popup-overlay local-search-pop-overlay">' +
+          '<div id="search-loading-icon">' +
+          '<i class="fa fa-spinner fa-pulse fa-5x fa-fw"></i>' +
+          '</div>' +
+          '</div>')
+        .css('overflow', 'hidden');
+      $("#search-loading-icon").css('margin', '20% auto 0 auto').css('text-align', 'center');
+
+      $.ajax({
+        url: path,
+        dataType: isXml ? "xml" : "json",
+        async: true,
+        success: function(res) {
+          // get the contents from search data
+          isfetched = true;
+          $('.popup').detach().appendTo('.header-inner');
+          var datas = isXml ? $("entry", res).map(function() {
+            return {
+              title: $("title", this).text(),
+              content: $("content",this).text(),
+              url: $("url" , this).text()
+            };
+          }).get() : res;
+          var input = document.getElementById(search_id);
+          var resultContent = document.getElementById(content_id);
+          var inputEventFunction = function() {
+            var searchText = input.value.trim().toLowerCase();
+            var keywords = searchText.split(/[\s\-]+/);
+            if (keywords.length > 1) {
+              keywords.push(searchText);
+            }
+            var resultItems = [];
+            if (searchText.length > 0) {
+              // perform local searching
+              datas.forEach(function(data) {
+                var isMatch = false;
+                var hitCount = 0;
+                var searchTextCount = 0;
+                var title = data.title.trim();
+                var titleInLowerCase = title.toLowerCase();
+                var content = data.content.trim().replace(/<[^>]+>/g,"");
+                var contentInLowerCase = content.toLowerCase();
+                var articleUrl = decodeURIComponent(data.url);
+                var indexOfTitle = [];
+                var indexOfContent = [];
+                // only match articles with not empty titles
+                if(title != '') {
+                  keywords.forEach(function(keyword) {
+                    function getIndexByWord(word, text, caseSensitive) {
+                      var wordLen = word.length;
+                      if (wordLen === 0) {
+                        return [];
+                      }
+                      var startPosition = 0, position = [], index = [];
+                      if (!caseSensitive) {
+                        text = text.toLowerCase();
+                        word = word.toLowerCase();
+                      }
+                      while ((position = text.indexOf(word, startPosition)) > -1) {
+                        index.push({position: position, word: word});
+                        startPosition = position + wordLen;
+                      }
+                      return index;
+                    }
+
+                    indexOfTitle = indexOfTitle.concat(getIndexByWord(keyword, titleInLowerCase, false));
+                    indexOfContent = indexOfContent.concat(getIndexByWord(keyword, contentInLowerCase, false));
+                  });
+                  if (indexOfTitle.length > 0 || indexOfContent.length > 0) {
+                    isMatch = true;
+                    hitCount = indexOfTitle.length + indexOfContent.length;
+                  }
+                }
+
+                // show search results
+
+                if (isMatch) {
+                  // sort index by position of keyword
+
+                  [indexOfTitle, indexOfContent].forEach(function (index) {
+                    index.sort(function (itemLeft, itemRight) {
+                      if (itemRight.position !== itemLeft.position) {
+                        return itemRight.position - itemLeft.position;
+                      } else {
+                        return itemLeft.word.length - itemRight.word.length;
+                      }
+                    });
+                  });
+
+                  // merge hits into slices
+
+                  function mergeIntoSlice(text, start, end, index) {
+                    var item = index[index.length - 1];
+                    var position = item.position;
+                    var word = item.word;
+                    var hits = [];
+                    var searchTextCountInSlice = 0;
+                    while (position + word.length <= end && index.length != 0) {
+                      if (word === searchText) {
+                        searchTextCountInSlice++;
+                      }
+                      hits.push({position: position, length: word.length});
+                      var wordEnd = position + word.length;
+
+                      // move to next position of hit
+
+                      index.pop();
+                      while (index.length != 0) {
+                        item = index[index.length - 1];
+                        position = item.position;
+                        word = item.word;
+                        if (wordEnd > position) {
+                          index.pop();
+                        } else {
+                          break;
+                        }
+                      }
+                    }
+                    searchTextCount += searchTextCountInSlice;
+                    return {
+                      hits: hits,
+                      start: start,
+                      end: end,
+                      searchTextCount: searchTextCountInSlice
+                    };
+                  }
+
+                  var slicesOfTitle = [];
+                  if (indexOfTitle.length != 0) {
+                    slicesOfTitle.push(mergeIntoSlice(title, 0, title.length, indexOfTitle));
+                  }
+
+                  var slicesOfContent = [];
+                  while (indexOfContent.length != 0) {
+                    var item = indexOfContent[indexOfContent.length - 1];
+                    var position = item.position;
+                    var word = item.word;
+                    // cut out 100 characters
+                    var start = position - 20;
+                    var end = position + 80;
+                    if(start < 0){
+                      start = 0;
+                    }
+                    if (end < position + word.length) {
+                      end = position + word.length;
+                    }
+                    if(end > content.length){
+                      end = content.length;
+                    }
+                    slicesOfContent.push(mergeIntoSlice(content, start, end, indexOfContent));
+                  }
+
+                  // sort slices in content by search text's count and hits' count
+
+                  slicesOfContent.sort(function (sliceLeft, sliceRight) {
+                    if (sliceLeft.searchTextCount !== sliceRight.searchTextCount) {
+                      return sliceRight.searchTextCount - sliceLeft.searchTextCount;
+                    } else if (sliceLeft.hits.length !== sliceRight.hits.length) {
+                      return sliceRight.hits.length - sliceLeft.hits.length;
+                    } else {
+                      return sliceLeft.start - sliceRight.start;
+                    }
+                  });
+
+                  // select top N slices in content
+
+                  var upperBound = parseInt('1');
+                  if (upperBound >= 0) {
+                    slicesOfContent = slicesOfContent.slice(0, upperBound);
+                  }
+
+                  // highlight title and content
+
+                  function highlightKeyword(text, slice) {
+                    var result = '';
+                    var prevEnd = slice.start;
+                    slice.hits.forEach(function (hit) {
+                      result += text.substring(prevEnd, hit.position);
+                      var end = hit.position + hit.length;
+                      result += '<b class="search-keyword">' + text.substring(hit.position, end) + '</b>';
+                      prevEnd = end;
+                    });
+                    result += text.substring(prevEnd, slice.end);
+                    return result;
+                  }
+
+                  var resultItem = '';
+
+                  if (slicesOfTitle.length != 0) {
+                    resultItem += "<li><a href='" + articleUrl + "' class='search-result-title'>" + highlightKeyword(title, slicesOfTitle[0]) + "</a>";
+                  } else {
+                    resultItem += "<li><a href='" + articleUrl + "' class='search-result-title'>" + title + "</a>";
+                  }
+
+                  slicesOfContent.forEach(function (slice) {
+                    resultItem += "<a href='" + articleUrl + "'>" +
+                      "<p class=\"search-result\">" + highlightKeyword(content, slice) +
+                      "...</p>" + "</a>";
+                  });
+
+                  resultItem += "</li>";
+                  resultItems.push({
+                    item: resultItem,
+                    searchTextCount: searchTextCount,
+                    hitCount: hitCount,
+                    id: resultItems.length
+                  });
+                }
+              })
+            };
+            if (keywords.length === 1 && keywords[0] === "") {
+              resultContent.innerHTML = '<div id="no-result"><i class="fa fa-search fa-5x" /></div>'
+            } else if (resultItems.length === 0) {
+              resultContent.innerHTML = '<div id="no-result"><i class="fa fa-frown-o fa-5x" /></div>'
+            } else {
+              resultItems.sort(function (resultLeft, resultRight) {
+                if (resultLeft.searchTextCount !== resultRight.searchTextCount) {
+                  return resultRight.searchTextCount - resultLeft.searchTextCount;
+                } else if (resultLeft.hitCount !== resultRight.hitCount) {
+                  return resultRight.hitCount - resultLeft.hitCount;
+                } else {
+                  return resultRight.id - resultLeft.id;
+                }
+              });
+              var searchResultList = '<ul class=\"search-result-list\">';
+              resultItems.forEach(function (result) {
+                searchResultList += result.item;
+              })
+              searchResultList += "</ul>";
+              resultContent.innerHTML = searchResultList;
+            }
+          }
+
+          if ('auto' === 'auto') {
+            input.addEventListener('input', inputEventFunction);
+          } else {
+            $('.search-icon').click(inputEventFunction);
+            input.addEventListener('keypress', function (event) {
+              if (event.keyCode === 13) {
+                inputEventFunction();
+              }
+            });
+          }
+
+          // remove loading animation
+          $(".local-search-pop-overlay").remove();
+          $('body').css('overflow', '');
+
+          proceedsearch();
+        }
+      });
+    }
+
+    // handle and trigger popup window;
+    $('.popup-trigger').click(function(e) {
+      e.stopPropagation();
+      if (isfetched === false) {
+        searchFunc(path, 'local-search-input', 'local-search-result');
+      } else {
+        proceedsearch();
+      };
+    });
+
+    $('.popup-btn-close').click(onPopupClose);
+    $('.popup').click(function(e){
+      e.stopPropagation();
+    });
+    $(document).on('keyup', function (event) {
+      var shouldDismissSearchPopup = event.which === 27 &&
+        $('.search-popup').is(':visible');
+      if (shouldDismissSearchPopup) {
+        onPopupClose();
+      }
+    });
+  </script>
+
+
+
+
+
+  
+
+  
+  <script src="https://cdn1.lncld.net/static/js/av-core-mini-0.6.1.js"></script>
+  <script>AV.initialize("ahxpwVkWOTN8iHFlEU9FPDLs-gzGzoHsz", "kK1qsVzeyCcB01Sw2RP2MvIs");</script>
+  <script>
+    function showTime(Counter) {
+      var query = new AV.Query(Counter);
+      var entries = [];
+      var $visitors = $(".leancloud_visitors");
+
+      $visitors.each(function () {
+        entries.push( $(this).attr("id").trim() );
+      });
+
+      query.containedIn('url', entries);
+      query.find()
+        .done(function (results) {
+          var COUNT_CONTAINER_REF = '.leancloud-visitors-count';
+
+          if (results.length === 0) {
+            $visitors.find(COUNT_CONTAINER_REF).text(0);
+            return;
+          }
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+          for (var i = 0; i < results.length; i++) {
+            var item = results[i];
+            var url = item.get('url');
+            var time = item.get('time');
+            var element = document.getElementById(url);
+
+            $(element).find(COUNT_CONTAINER_REF).text(time);
+          }
+          for(var i = 0; i < entries.length; i++) {
+            var url = entries[i];
+            var element = document.getElementById(url);
+            var countSpan = $(element).find(COUNT_CONTAINER_REF);
+            if( countSpan.text() == '') {
+              countSpan.text(0);
+            }
+          }
+        })
+        .fail(function (object, error) {
+          console.log("Error: " + error.code + " " + error.message);
+        });
+    }
+
+    function addCount(Counter) {
+      var $visitors = $(".leancloud_visitors");
+      var url = $visitors.attr('id').trim();
+      var title = $visitors.attr('data-flag-title').trim();
+      var query = new AV.Query(Counter);
+
+      query.equalTo("url", url);
+      query.find({
+        success: function(results) {
+          if (results.length > 0) {
+            var counter = results[0];
+            counter.fetchWhenSave(true);
+            counter.increment("time");
+            counter.save(null, {
+              success: function(counter) {
+                var $element = $(document.getElementById(url));
+                $element.find('.leancloud-visitors-count').text(counter.get('time'));
+              },
+              error: function(counter, error) {
+                console.log('Failed to save Visitor num, with error message: ' + error.message);
+              }
+            });
+          } else {
+            var newcounter = new Counter();
+            /* Set ACL */
+            var acl = new AV.ACL();
+            acl.setPublicReadAccess(true);
+            acl.setPublicWriteAccess(true);
+            newcounter.setACL(acl);
+            /* End Set ACL */
+            newcounter.set("title", title);
+            newcounter.set("url", url);
+            newcounter.set("time", 1);
+            newcounter.save(null, {
+              success: function(newcounter) {
+                var $element = $(document.getElementById(url));
+                $element.find('.leancloud-visitors-count').text(newcounter.get('time'));
+              },
+              error: function(newcounter, error) {
+                console.log('Failed to create');
+              }
+            });
+          }
+        },
+        error: function(error) {
+          console.log('Error:' + error.code + " " + error.message);
+        }
+      });
+    }
+
+    $(function() {
+      var Counter = AV.Object.extend("Counter");
+      if ($('.leancloud_visitors').length == 1) {
+        addCount(Counter);
+      } else if ($('.post-title-link').length > 1) {
+        showTime(Counter);
+      }
+    });
+  </script>
+
+
+
+  
+<script>
+(function(){
+    var bp = document.createElement('script');
+    var curProtocol = window.location.protocol.split(':')[0];
+    if (curProtocol === 'https') {
+        bp.src = 'https://zz.bdstatic.com/linksubmit/push.js';        
+    }
+    else {
+        bp.src = 'http://push.zhanzhang.baidu.com/push.js';
+    }
+    var s = document.getElementsByTagName("script")[0];
+    s.parentNode.insertBefore(bp, s);
+})();
+</script>
+
+
+  
+
+  
+
+  
+
+  
+  <script type="text/javascript" src="//cdn.bootcss.com/canvas-nest.js/1.0.0/canvas-nest.min.js"></script>
+  
+  <script async src="//dn-lbstatics.qbox.me/busuanzi/2.3/busuanzi.pure.mini.js"></script>
+</body>
+</html>
diff --git a/about/index.html b/about/index.html
index 6de523a9..732a6aed 100644
--- a/about/index.html
+++ b/about/index.html
@@ -517,7 +517,7 @@ <h2 id="兴趣爱好："><a href="#兴趣爱好：" class="headerlink" title="
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -648,7 +648,7 @@ <h2 id="兴趣爱好："><a href="#兴趣爱好：" class="headerlink" title="
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git a/archives/2017/05/index.html b/archives/2017/05/index.html
index 1e070bd6..1388f59e 100644
--- a/archives/2017/05/index.html
+++ b/archives/2017/05/index.html
@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -751,7 +751,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -882,7 +882,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
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diff --git a/archives/2017/index.html b/archives/2017/index.html
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
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+                <span itemprop="name">超强脑洞第五弹——ggplot 构造连环饼图</span>
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+
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
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+      <h2 class="post-title">
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+
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diff --git a/archives/2017/page/3/index.html b/archives/2017/page/3/index.html
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
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+      <h2 class="post-title">
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+            <a class="post-title-link" href="/2017/06/23/不经意间又发现了一个有趣又炫酷的包/" itemprop="url">
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+                <span itemprop="name">不经意间又发现了一个有趣又炫酷的包</span>
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+            </a>
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
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+            <a class="post-title-link" href="/2017/06/18/关于数据地图的几个遗留问题解决方案/" itemprop="url">
+              
+                <span itemprop="name">关于数据地图的几个遗留问题解决方案</span>
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diff --git a/archives/2017/page/5/index.html b/archives/2017/page/5/index.html
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
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+            <a class="post-title-link" href="/2017/06/13/当PowerBI遇到R语言/" itemprop="url">
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+
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+    
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 <div class="theme-info">
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
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+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/07/R语言可视化——REmap-路径图/" itemprop="url">
+              
+                <span itemprop="name">R语言可视化——REmap(路径图)</span>
+              
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+        
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+        <time class="post-time" itemprop="dateCreated"
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+
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@@ -664,43 +701,6 @@ <h2 class="post-title">
 
     
 
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             <div class="site-state-item site-state-posts">
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 <div class="theme-info">
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/01/R语言可视化——用数据来聊聊国产电影/" itemprop="url">
+              
+                <span itemprop="name">R语言可视化——用数据来聊聊国产电影~</span>
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+
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+    
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             <div class="site-state-item site-state-posts">
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-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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@@ -882,7 +882,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/05/27/北京历史天气emoji表情包可视化/" itemprop="url">
+              
+                <span itemprop="name">北京历史天气emoji表情包可视化</span>
+              
+            </a>
+        
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+        <time class="post-time" itemprop="dateCreated"
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+
+
+    
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+      
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diff --git a/archives/index.html b/archives/index.html
index e85b186e..db852f81 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/" itemprop="url">
+              
+                <span itemprop="name">超强脑洞第五弹——ggplot 构造连环饼图</span>
+              
+            </a>
+        
+      </h2>
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+          07-27
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+
+    </header>
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+
+
+    
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+      
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@@ -882,7 +882,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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index a412a25d..371a76f8 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/07/03/那些年做过的图表/" itemprop="url">
+              
+                <span itemprop="name">那些年做过的图表</span>
+              
+            </a>
+        
+      </h2>
+
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+        <time class="post-time" itemprop="dateCreated"
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+
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+    
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+      
+      
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+      
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@@ -751,7 +751,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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@@ -882,7 +882,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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diff --git a/archives/page/3/index.html b/archives/page/3/index.html
index 34864b8a..4fd27b6c 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/23/不经意间又发现了一个有趣又炫酷的包/" itemprop="url">
+              
+                <span itemprop="name">不经意间又发现了一个有趣又炫酷的包</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
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+              content="2017-06-23" >
+          06-23
+        </time>
+      </div>
+
+    </header>
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+
+
+
+    
+
+      
+      
+      
+
+      
+      
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+      
+
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-              
-                <span itemprop="name">关于数据地图的几个遗留问题解决方案</span>
-              
-            </a>
-        
-      </h2>
-
-      <div class="post-meta">
-        <time class="post-time" itemprop="dateCreated"
-              datetime="2017-06-18T09:44:43+08:00"
-              content="2017-06-18" >
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-        </time>
-      </div>
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index 70a23283..f2815b9f 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/18/关于数据地图的几个遗留问题解决方案/" itemprop="url">
+              
+                <span itemprop="name">关于数据地图的几个遗留问题解决方案</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-18T09:44:43+08:00"
+              content="2017-06-18" >
+          06-18
+        </time>
+      </div>
+
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+  </article>
+
+
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+    
+
+      
+      
+      
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-            <a class="post-title-link" href="/2017/06/13/当PowerBI遇到R语言/" itemprop="url">
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-                <span itemprop="name">当PowerBI遇到R语言</span>
-              
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-        
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-        <time class="post-time" itemprop="dateCreated"
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-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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@@ -882,7 +882,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
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diff --git a/archives/page/5/index.html b/archives/page/5/index.html
index dbb8369c..3a4fa1db 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/13/当PowerBI遇到R语言/" itemprop="url">
+              
+                <span itemprop="name">当PowerBI遇到R语言</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-13T08:31:12+08:00"
+              content="2017-06-13" >
+          06-13
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
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+    
+
+      
+      
+      
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-            <a class="post-title-link" href="/2017/06/07/R语言可视化——REmap-路径图/" itemprop="url">
-              
-                <span itemprop="name">R语言可视化——REmap(路径图)</span>
-              
-            </a>
-        
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-      <div class="post-meta">
-        <time class="post-time" itemprop="dateCreated"
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             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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               </a>
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@@ -882,7 +882,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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diff --git a/archives/page/6/index.html b/archives/page/6/index.html
index 835bc8d9..7f971988 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/07/R语言可视化——REmap-路径图/" itemprop="url">
+              
+                <span itemprop="name">R语言可视化——REmap(路径图)</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-07T18:49:51+08:00"
+              content="2017-06-07" >
+          06-07
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+
+    
+
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-            <a class="post-title-link" href="/2017/06/01/R语言可视化——用数据来聊聊国产电影/" itemprop="url">
-              
-                <span itemprop="name">R语言可视化——用数据来聊聊国产电影~</span>
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-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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@@ -882,7 +882,7 @@ <h2 class="post-title">
 
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-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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diff --git a/archives/page/7/index.html b/archives/page/7/index.html
index f3066a1c..db4bc426 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
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@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/01/R语言可视化——用数据来聊聊国产电影/" itemprop="url">
+              
+                <span itemprop="name">R语言可视化——用数据来聊聊国产电影~</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-01T08:57:19+08:00"
+              content="2017-06-01" >
+          06-01
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+
+    
+
+      
+      
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+
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-            <a class="post-title-link" href="/2017/05/27/北京历史天气emoji表情包可视化/" itemprop="url">
-              
-                <span itemprop="name">北京历史天气emoji表情包可视化</span>
-              
-            </a>
-        
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-        <time class="post-time" itemprop="dateCreated"
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-              content="2017-05-27" >
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-        </time>
-      </div>
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@@ -751,7 +751,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
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@@ -882,7 +882,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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diff --git a/archives/page/8/index.html b/archives/page/8/index.html
index 471acd5e..1b81dc1b 100644
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@@ -321,7 +321,7 @@
       
        
         
-      好! 目前共计 76 篇日志。 继续努力。
+      好! 目前共计 77 篇日志。 继续努力。
     </span>
 
     
@@ -340,6 +340,43 @@ <h2 class="archive-year motion-element" id="archive-year-2017">2017</h2>
 
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/05/27/北京历史天气emoji表情包可视化/" itemprop="url">
+              
+                <span itemprop="name">北京历史天气emoji表情包可视化</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-05-27T09:35:27+08:00"
+              content="2017-05-27" >
+          05-27
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+
+    
+
+      
+      
+      
+
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+      
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+
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@@ -603,7 +640,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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 <div class="theme-info">
diff --git a/atom.xml b/atom.xml
index 4f5a39fc..b63e3e43 100644
--- a/atom.xml
+++ b/atom.xml
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   <link href="/atom.xml" rel="self"/>
   
   <link href="http://www.raindu.com/"/>
-  <updated>2017-07-26T11:01:26.647Z</updated>
+  <updated>2017-07-27T15:13:41.405Z</updated>
   <id>http://www.raindu.com/</id>
   
   <author>
@@ -15,6 +15,62 @@
   
   <generator uri="http://hexo.io/">Hexo</generator>
   
+  <entry>
+    <title>超强脑洞第五弹——ggplot 构造连环饼图</title>
+    <link href="http://www.raindu.com/2017/07/27/%E8%B6%85%E5%BC%BA%E8%84%91%E6%B4%9E%E7%AC%AC%E4%BA%94%E5%BC%B9%E2%80%94%E2%80%94ggplot-%E6%9E%84%E9%80%A0%E8%BF%9E%E7%8E%AF%E9%A5%BC%E5%9B%BE/"/>
+    <id>http://www.raindu.com/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/</id>
+    <published>2017-07-27T15:05:46.000Z</published>
+    <updated>2017-07-27T15:13:41.405Z</updated>
+    
+    <content type="html"><![CDATA[<p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image2.png" alt=""></p>
+<p>今天这篇之前曾有涉略过，就是利用ggplot的辅助插件工具——scatterpie制作基于气泡图的饼图，之前曾在地图图层上演示过此种类似图表，不过这里我将其与折线图融合，案例来源于陈荣兴老师的名作——《Excel图表拒绝平庸》。</p>
+<a id="more"></a>
+<h3 id="数据准备："><a href="#数据准备：" class="headerlink" title="数据准备："></a>数据准备：</h3><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div></pre></td><td class="code"><pre><div class="line"><span class="keyword">library</span>(<span class="string">"ggplot2"</span>)</div><div class="line"><span class="keyword">library</span>(<span class="string">"scatterpie"</span>)</div><div class="line"><span class="keyword">library</span>(<span class="string">"Cairo"</span>)</div></pre></td></tr></table></figure>
+<p><strong>数据集构造：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div><div class="line">7</div><div class="line">8</div></pre></td><td class="code"><pre><div class="line">mydata&lt;-c(<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">2</span>,<span class="number">3</span>,<span class="number">2</span>,<span class="number">3</span>,<span class="number">5</span>,<span class="number">5</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">2</span>,<span class="number">2</span>,<span class="number">4</span>,<span class="number">5</span>,<span class="number">1</span>,<span class="number">3</span>,<span class="number">2</span>,<span class="number">3</span>,<span class="number">5</span>,<span class="number">5</span>,<span class="number">4</span>,<span class="number">2</span>,<span class="number">4</span>,<span class="number">2</span>,<span class="number">1</span>,<span class="number">2</span>,<span class="number">1</span>,<span class="number">1</span>,<span class="number">0.5</span>,<span class="number">0.5</span>)</div><div class="line">Dummy&lt;-<span class="number">5</span>*seq(<span class="number">1</span>:<span class="number">8</span>)</div><div class="line">mynewdata&lt;-matrix(mydata,nrow=<span class="number">8</span>,ncol=<span class="number">5</span>,byrow=<span class="literal">T</span>)</div><div class="line">colnames(mynewdata)&lt;-c(<span class="string">"S1"</span>,<span class="string">"S2"</span>,<span class="string">"S3"</span>,<span class="string">"S4"</span>,<span class="string">"S5"</span>)</div><div class="line">mynewdata&lt;-as.data.frame(mynewdata)</div><div class="line">as.integer(mynewdata1$Year)</div><div class="line">mynewdata1&lt;-cbind(Year,Dummy,Data,mynewdata)</div><div class="line">as.integer(mynewdata1$Dummy)</div></pre></td></tr></table></figure></p>
+<p><strong>构造色盘：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div></pre></td><td class="code"><pre><div class="line">color1&lt;-c(<span class="string">"#FF2D2D"</span>,<span class="string">"#F79646"</span>,<span class="string">"#4BACC6"</span>,<span class="string">"#FFC000"</span>,<span class="string">"#92D050"</span>)</div><div class="line">color2&lt;-c(<span class="string">"#17375E"</span>,<span class="string">"#23538D"</span>,<span class="string">"#558ED5"</span>,<span class="string">"#8EB4E3"</span>,<span class="string">"#C6D9F1"</span>)</div></pre></td></tr></table></figure></p>
+<h3 id="图形可视化："><a href="#图形可视化：" class="headerlink" title="图形可视化："></a>图形可视化：</h3><p><strong>色盘1图表输出：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div><div class="line">7</div><div class="line">8</div><div class="line">9</div><div class="line">10</div><div class="line">11</div><div class="line">12</div><div class="line">13</div><div class="line">14</div><div class="line">15</div><div class="line">16</div><div class="line">17</div><div class="line">18</div></pre></td><td class="code"><pre><div class="line">CairoPNG(file=<span class="string">"C:/Users/Administrator/Desktop/scatterpie1.png"</span>,width=<span class="number">500</span>,height=<span class="number">330</span>)</div><div class="line">ggplot()+</div><div class="line">geom_line(data=mynewdata1,aes(x=Dummy,y=Data,group=<span class="number">1</span>),col=<span class="string">"#085264"</span>,size=<span class="number">.8</span>)+</div><div class="line">geom_scatterpie(data=mynewdata1,aes(x=Dummy,y=Data,r=<span class="number">2</span>),cols=colnames(mynewdata1)[<span class="number">4</span>:<span class="number">8</span>],color=<span class="literal">NA</span>)+</div><div class="line">ylim(<span class="number">0</span>,<span class="number">25</span>)+</div><div class="line">scale_fill_manual(values=color1)+</div><div class="line">scale_x_continuous(breaks=mynewdata1$Dummy,labels=c(<span class="number">2004</span>:<span class="number">2011</span>))+</div><div class="line">guides( fill=guide_legend(label.position =<span class="string">"top"</span>))+</div><div class="line">theme(</div><div class="line">axis.title=element_blank(),</div><div class="line">legend.title=element_blank(),</div><div class="line">panel.background=element_blank(),</div><div class="line">axis.line=element_line(),</div><div class="line">axis.ticks=element_line(),</div><div class="line">legend.direction=<span class="string">"horizontal"</span>,</div><div class="line">legend.position=c(<span class="number">0.15</span>,<span class="number">0.9</span>),</div><div class="line">)</div><div class="line">dev.off()</div></pre></td></tr></table></figure></p>
+<p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image1.png" alt=""></p>
+<p><strong>色盘2输出：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div><div class="line">7</div><div class="line">8</div><div class="line">9</div><div class="line">10</div><div class="line">11</div><div class="line">12</div><div class="line">13</div><div class="line">14</div><div class="line">15</div><div class="line">16</div><div class="line">17</div><div class="line">18</div></pre></td><td class="code"><pre><div class="line">CairoPNG(file=<span class="string">"C:/Users/Administrator/Desktop/scatterpie2.png"</span>,width=<span class="number">500</span>,height=<span class="number">330</span>)</div><div class="line">ggplot()+</div><div class="line">geom_line(data=mynewdata1,aes(x=Dummy,y=Data,group=<span class="number">1</span>),col=<span class="string">"#085264"</span>,size=<span class="number">.8</span>)+</div><div class="line">geom_scatterpie(data=mynewdata1,aes(x=Dummy,y=Data,r=<span class="number">2</span>),cols=colnames(mynewdata1)[<span class="number">4</span>:<span class="number">8</span>],color=<span class="literal">NA</span>)+</div><div class="line">ylim(<span class="number">0</span>,<span class="number">25</span>)+</div><div class="line">scale_fill_manual(values=color2)+</div><div class="line">scale_x_continuous(breaks=mynewdata1$Dummy,labels=c(<span class="number">2004</span>:<span class="number">2011</span>))+</div><div class="line">guides( fill=guide_legend(label.position =<span class="string">"top"</span>))+</div><div class="line">theme(</div><div class="line">axis.title=element_blank(),</div><div class="line">legend.title=element_blank(),</div><div class="line">panel.background=element_blank(),</div><div class="line">axis.line=element_line(),</div><div class="line">axis.ticks=element_line(),</div><div class="line">legend.direction=<span class="string">"horizontal"</span>,</div><div class="line">legend.position=c(<span class="number">0.15</span>,<span class="number">0.9</span>),</div><div class="line">)</div><div class="line">dev.off()</div></pre></td></tr></table></figure></p>
+<p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image2.png" alt=""></p>
+<p>本来原始图表在案例中使用VBA写的，大体思路是在折线图对应点位置强制插入8个饼图对象。（就是对应八个点位置的饼图）思路虽好，可是VBA的笨拙语法操作起来实在不易，代码量巨大。</p>
+<p><strong>源案例代码截图：</strong></p>
+<p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image.png" alt=""></p>
+<p>而使用R语言，不算主题修饰成分，核心代码只有短短6行，由此可见R在图形操控方面的便利。</p>
+<h3 id="核心要点总结："><a href="#核心要点总结：" class="headerlink" title="核心要点总结："></a>核心要点总结：</h3><p><strong>本例适用场景：</strong></p>
+<ul>
+<li>基于时间维度的个指标结构分解（年度GDP构成）；</li>
+<li>基于地域维度的指标构成分解。（不同地区产品销量、销额等）。</li>
+</ul>
+<p><strong>核心要点：</strong></p>
+<ul>
+<li>需掌握geom_scatterpie 图层函数要义（其实就是熟知scatterpie包的参数）；</li>
+<li>保证横、纵轴刻度线量级一致，细心地童鞋可能已经发现，我并未直接将X轴映射给Year变量，而是费事儿的用0,5,10……40等间隔为5的数值来作为X轴，之后才将刻度标签替换成2004~2011的年份（具有实际意义的指标）。原因就是因为规避横纵坐标量级差异导致饼图变形。（算是scatterpie的bug吧，无法自动优化饼图半径）。</li>
+</ul>
+<hr>
+<p><strong>联系方式：</strong><br>wechat：ljty1991<br>Mail:578708965@qq.com<br>个人公众号：数据小魔方（datamofang）<br>团队公众号：EasyCharts<br>qq交流群：[魔方学院]298236508</p>
+<p><strong>个人简介：</strong><br><strong><em>杜雨</em></strong><br>财经专业研究僧；<br>伪数据可视化达人；<br>文科背景的编程小白；<br>喜欢研究商务图表与地理信息数据可视化，爱倒腾PowerBI、SAP DashBoard、Tableau、R ggplot2、Think-cell chart等诸如此类的数据可视化软件，创建并运营微信公众号“数据小魔方”。<br>Mail:578708965@qq.com </p>
+<hr>
+<p><strong>备注信息：</strong><br><a rel="external" href="http://creativecommons.org/licenses/by-nc/4.0/" target="_blank"><img alt="知识共享许可协议" style="border-width:0" src="https://i.creativecommons.org/l/by-nc/4.0/88x31.png"></a><br>本作品采用<a rel="external" href="http://creativecommons.org/licenses/by-nc/4.0/" target="_blank">知识共享署名-非商业性使用 4.0 国际许可协议</a></p>
+]]></content>
+    
+    <summary type="html">
+    
+      &lt;p&gt;&lt;img src=&quot;http://ortu7ddty.bkt.clouddn.com/line_pie/image2.png&quot; alt=&quot;&quot;&gt;&lt;/p&gt;
+&lt;p&gt;今天这篇之前曾有涉略过，就是利用ggplot的辅助插件工具——scatterpie制作基于气泡图的饼图，之前曾在地图图层上演示过此种类似图表，不过这里我将其与折线图融合，案例来源于陈荣兴老师的名作——《Excel图表拒绝平庸》。&lt;/p&gt;
+    
+    </summary>
+    
+      <category term="R语言" scheme="http://www.raindu.com/categories/R%E8%AF%AD%E8%A8%80/"/>
+    
+    
+      <category term="数据可视化" scheme="http://www.raindu.com/tags/%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96/"/>
+    
+      <category term="R语言" scheme="http://www.raindu.com/tags/R%E8%AF%AD%E8%A8%80/"/>
+    
+      <category term="ggplot2" scheme="http://www.raindu.com/tags/ggplot2/"/>
+    
+  </entry>
+  
   <entry>
     <title>超强脑洞第四弹——ggplot构造甘特图</title>
     <link href="http://www.raindu.com/2017/07/26/%E8%B6%85%E5%BC%BA%E8%84%91%E6%B4%9E%E7%AC%AC%E5%9B%9B%E5%BC%B9%E2%80%94%E2%80%94ggplot%E6%9E%84%E9%80%A0%E7%94%98%E7%89%B9%E5%9B%BE/"/>
@@ -1523,79 +1579,8 @@
     
       <category term="R语言" scheme="http://www.raindu.com/tags/R%E8%AF%AD%E8%A8%80/"/>
     
-      <category term="ggplot2" scheme="http://www.raindu.com/tags/ggplot2/"/>
-    
       <category term="图表美化" scheme="http://www.raindu.com/tags/%E5%9B%BE%E8%A1%A8%E7%BE%8E%E5%8C%96/"/>
     
-      <category term="ggtech" scheme="http://www.raindu.com/tags/ggtech/"/>
-    
-  </entry>
-  
-  <entry>
-    <title>不经意间又发现了一个有趣又炫酷的包</title>
-    <link href="http://www.raindu.com/2017/06/23/%E4%B8%8D%E7%BB%8F%E6%84%8F%E9%97%B4%E5%8F%88%E5%8F%91%E7%8E%B0%E4%BA%86%E4%B8%80%E4%B8%AA%E6%9C%89%E8%B6%A3%E5%8F%88%E7%82%AB%E9%85%B7%E7%9A%84%E5%8C%85/"/>
-    <id>http://www.raindu.com/2017/06/23/不经意间又发现了一个有趣又炫酷的包/</id>
-    <published>2017-06-23T00:52:32.000Z</published>
-    <updated>2017-07-03T13:58:46.006Z</updated>
-    
-    <content type="html"><![CDATA[<p><img src="http://orz60j4aw.bkt.clouddn.com/image1.jpg" alt=""></p>
-<p>关于R语言可视化的内容，之前写有个系列，最近零零散散的又发现了一些好玩的包，刚学会就赶紧来跟大家分享~</p>
-<a id="more"></a>
-<p>这一篇分享一个围绕ggplot开发的主题包——ggtech。</p>
-<h3 id="数据准备："><a href="#数据准备：" class="headerlink" title="数据准备："></a>数据准备：</h3><p>不过这个包依赖的ggplot2版本需要很高才能搭配使用（仔细了解了下，貌似要开发版的ggplot2）</p>
-<p>所以在开始本篇分享之前，你需要保证自己已经下载了开发版的ggplot2包</p>
-<ul>
-<li>devtools</li>
-<li>curl</li>
-</ul>
-<p>以上两个是下载开发版ggplot2的必备包</p>
-<p><strong>然后运行以下代码：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div></pre></td><td class="code"><pre><div class="line">devtools::install_github(<span class="string">'hadley/ggplot2'</span>)</div></pre></td></tr></table></figure></p>
-<p>也许会报错，你可能需要更新你的Rtools至最新版。</p>
-<p>如果实在没法下载成功开发版的ggplot2的话，也不要着急，据说ggplot2最新版本马上就要提供更新了，再稍微耐心等待几天，就会有更新提醒的。</p>
-<hr>
-<p>之所以跟大家分享ggtech包是因为，该将几个全球著名的互联网公司官方用色做成了图表主题和配色模板，使用ggtech可以很容易的套用这些主题和配色模板。</p>
-<p>还以diamonds数据集为例：<br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div></pre></td><td class="code"><pre><div class="line"><span class="keyword">library</span>(ggplot2)</div><div class="line"><span class="keyword">library</span>(ggtech)</div></pre></td></tr></table></figure></p>
-<h3 id="主题套用："><a href="#主题套用：" class="headerlink" title="主题套用："></a>主题套用：</h3><p><strong>套用Airbnb主题</strong></p>
-<figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div></pre></td><td class="code"><pre><div class="line">data&lt;-diamonds[diamonds$color %<span class="keyword">in</span>%LETTERS[<span class="number">4</span>:<span class="number">7</span>], ]</div><div class="line">ggplot(data,aes(carat,fill=color))+geom_histogram(bins=<span class="number">30</span>)+</div><div class="line">theme_tech(theme=<span class="string">"airbnb"</span>) + </div><div class="line">scale_fill_tech(theme=<span class="string">"airbnb"</span>) +</div><div class="line">labs(title=<span class="string">"Airbnb theme"</span>, </div><div class="line">subtitle=<span class="string">"now with subtitles for ggplot2 &gt;= 2.1.0"</span>)</div></pre></td></tr></table></figure>
-<p><img src="http://orz60j4aw.bkt.clouddn.com/image2.png" alt=""></p>
-<figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div><div class="line">6</div><div class="line">7</div><div class="line">8</div><div class="line">9</div><div class="line">10</div><div class="line">11</div><div class="line">12</div><div class="line">13</div><div class="line">14</div><div class="line">15</div><div class="line">16</div><div class="line">17</div><div class="line">18</div><div class="line">19</div><div class="line">20</div><div class="line">21</div><div class="line">22</div><div class="line">23</div><div class="line">24</div></pre></td><td class="code"><pre><div class="line">ggplot(data,aes(carat,fill=color))+geom_histogram(bins=<span class="number">30</span>)+</div><div class="line">      theme_airbnb_fancy() + </div><div class="line">      scale_fill_tech(theme=<span class="string">"airbnb"</span>)  + </div><div class="line">      labs(title=<span class="string">"Airbnb theme"</span>, </div><div class="line">      subtitle=<span class="string">"now with subtitles for ggplot2 &gt;= 2.1.0"</span>)</div><div class="line">``` </div><div class="line">![](http://orz60j4aw.bkt.clouddn.com/image3.png)</div><div class="line"></div><div class="line"></div><div class="line">怎么样，配色系统还不错吧，那是自然的，这组配色是取自大名鼎鼎的Airbnb的官方用色，设计感和视觉体验那都是全球顶尖水平的。</div><div class="line"></div><div class="line">而且使用以上ggtech函数之后，语法上还是与ggplot体系保持一致，只是……竟然可以设置subtitle参数了禁简直太逆天了……</div><div class="line"></div><div class="line">要知道老版本ggplot2如果想要设置一个副标题，你要么需要使用写自定义函数，要么需要使用labs并且自己指定副标题的精确位置函数。（鬼才知道呢，要一点儿一点儿写位置参数不断尝试~—~）</div><div class="line"></div><div class="line">除了Airbnb的主题之外，还有几个著名互联网公司的颜色风格主题：</div><div class="line"></div><div class="line">**etsy风格：**</div><div class="line">```r</div><div class="line">ggplot(data,aes(carat,fill=color))+geom_histogram(bins=<span class="number">30</span>)+</div><div class="line">      theme_tech(theme=<span class="string">"etsy"</span>) + </div><div class="line">      scale_fill_tech(theme=<span class="string">"etsy"</span>) + </div><div class="line">      labs(title=<span class="string">"Etsy theme"</span>, </div><div class="line">      subtitle=<span class="string">"now with subtitles for ggplot2 &gt;= 2.1.0"</span>)</div></pre></td></tr></table></figure>
-<p><img src="http://orz60j4aw.bkt.clouddn.com/image4.png" alt=""></p>
-<p><strong>fackbook风格：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div></pre></td><td class="code"><pre><div class="line">ggplot(data,aes(carat,fill=color))+geom_histogram(bins=<span class="number">30</span>)+</div><div class="line">      theme_tech(theme=<span class="string">"facebook"</span>) +</div><div class="line">      scale_fill_tech(theme=<span class="string">"facebook"</span>) + </div><div class="line">      labs(title=<span class="string">"Facebook theme"</span>, </div><div class="line">      subtitle=<span class="string">"now with subtitles for ggplot2 &gt;= 2.1.0"</span>)</div></pre></td></tr></table></figure></p>
-<p><img src="http://orz60j4aw.bkt.clouddn.com/image5.png" alt=""> </p>
-<p><strong>Google风格：</strong><br><figure class="highlight r"><table><tr><td class="gutter"><pre><div class="line">1</div><div class="line">2</div><div class="line">3</div><div class="line">4</div><div class="line">5</div></pre></td><td class="code"><pre><div class="line">ggplot(data,aes(carat,fill=color))+geom_histogram(bins=<span class="number">30</span>)+</div><div class="line">     theme_tech(theme=<span class="string">"google"</span>) + </div><div class="line">     scale_fill_tech(theme=<span class="string">"google"</span>) + </div><div class="line">     labs(title=<span class="string">"Google theme"</span>, </div><div class="line">     subtitle=<span class="string">"now with subtitles for ggplot2 &gt;= 2.1.0"</span>)</div></pre></td></tr></table></figure></p>
-<p><img src="http://orz60j4aw.bkt.clouddn.com/image6.png" alt=""> </p>
-<p><strong>Twitter风格：</strong></p>
-<pre><code class="r">ggplot(data,aes(carat,fill=color))+geom_histogram(bins=<span class="number">30</span>)+
-      theme_tech(theme=<span class="string">"twitter"</span>) + 
-      scale_fill_tech(theme=<span class="string">"twitter"</span>) + 
-      labs(title=<span class="string">"Twitter theme"</span>, 
-      subtitle=<span class="string">"now with subtitles for ggplot2 &gt;= 2.1.0"</span>)
-</code></pre>
-<p><img src="http://orz60j4aw.bkt.clouddn.com/image7.png" alt=""> </p>
-<p>很惊艳吧有木有，想象一下你的图表如果都是这种配色，还会被领导嫌弃嘛！</p>
-<p>这种国际顶尖互联网公司的配色风格，一般都是经由世界级的视觉与色彩设计师们的大手笔，无论是设计感还是艺术感上都是棒棒哒，用在自己的业务分析图表中，绝对可以给你的工作增色不少。</p>
-<hr>
-<p><strong>联系方式：</strong><br>wechat：ljty1991<br>Mail:578708965@qq.com<br>个人公众号：数据小魔方（datamofang）</p>
-<p>qq交流群：[魔方学院]298236508</p>
-<p><strong>个人简介：</strong><br><strong><em>杜雨</em></strong><br>财经专业研究僧；<br>伪数据可视化达人；<br>文科背景的编程小白；<br>喜欢研究商务图表与地理信息数据可视化，爱倒腾PowerBI、SAP DashBoard、Tableau、R ggplot2、Think-cell chart等诸如此类的数据可视化软件，创建并运营微信公众号“数据小魔方”。<br>Mail:578708965@qq.com </p>
-<hr>
-<p><strong>备注信息：</strong><br><a rel="external" href="http://creativecommons.org/licenses/by-nc/4.0/" target="_blank"><img alt="知识共享许可协议" style="border-width:0" src="https://i.creativecommons.org/l/by-nc/4.0/88x31.png"></a><br>本作品采用<a rel="external" href="http://creativecommons.org/licenses/by-nc/4.0/" target="_blank">知识共享署名-非商业性使用 4.0 国际许可协议</a>进行许可。</p>
-]]></content>
-    
-    <summary type="html">
-    
-      &lt;p&gt;&lt;img src=&quot;http://orz60j4aw.bkt.clouddn.com/image1.jpg&quot; alt=&quot;&quot;&gt;&lt;/p&gt;
-&lt;p&gt;关于R语言可视化的内容，之前写有个系列，最近零零散散的又发现了一些好玩的包，刚学会就赶紧来跟大家分享~&lt;/p&gt;
-    
-    </summary>
-    
-      <category term="数据可视化" scheme="http://www.raindu.com/categories/%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96/"/>
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-      <category term="R语言" scheme="http://www.raindu.com/tags/R%E8%AF%AD%E8%A8%80/"/>
-    
       <category term="ggplot2" scheme="http://www.raindu.com/tags/ggplot2/"/>
     
       <category term="ggtech" scheme="http://www.raindu.com/tags/ggtech/"/>
diff --git a/baidusitemap.xml b/baidusitemap.xml
index 547e5ec1..7966c316 100644
--- a/baidusitemap.xml
+++ b/baidusitemap.xml
@@ -3,6 +3,30 @@
 
 
     
+  <url>
+    <loc>http://www.raindu.com/2017/07/27/%E8%B6%85%E5%BC%BA%E8%84%91%E6%B4%9E%E7%AC%AC%E4%BA%94%E5%BC%B9%E2%80%94%E2%80%94ggplot-%E6%9E%84%E9%80%A0%E8%BF%9E%E7%8E%AF%E9%A5%BC%E5%9B%BE/</loc>
+    <lastmod>2017-07-27T15:13:41.405Z</lastmod>
+    <data>
+        <display>
+        <title>超强脑洞第五弹——ggplot 构造连环饼图</title>
+        <pubTime>2017-07-27T15:05:46.000Z</pubTime>
+        
+        <tag>数据可视化</tag>
+         
+        <tag>R语言</tag>
+         
+        <tag>ggplot2</tag>
+         
+         
+           
+             
+              <breadCrumb title="R语言" url="http://www.raindu.com/categories/R%E8%AF%AD%E8%A8%80/"/>
+          
+        </display>
+    </data>
+    </url>
+
+    
   <url>
     <loc>http://www.raindu.com/2017/07/26/%E8%B6%85%E5%BC%BA%E8%84%91%E6%B4%9E%E7%AC%AC%E5%9B%9B%E5%BC%B9%E2%80%94%E2%80%94ggplot%E6%9E%84%E9%80%A0%E7%94%98%E7%89%B9%E5%9B%BE/</loc>
     <lastmod>2017-07-26T11:01:26.647Z</lastmod>
@@ -391,10 +415,10 @@
          
         <tag>R语言</tag>
          
-        <tag>ggplot2</tag>
-         
         <tag>图表美化</tag>
          
+        <tag>ggplot2</tag>
+         
         <tag>ggtech</tag>
          
          
@@ -1618,10 +1642,10 @@
          
         <tag>地理信息可视化</tag>
          
-        <tag>热力密度地图</tag>
-         
         <tag>REmap</tag>
          
+        <tag>热力密度地图</tag>
+         
          
            
              
@@ -1646,10 +1670,10 @@
          
         <tag>地理信息可视化</tag>
          
-        <tag>REmap</tag>
-         
         <tag>填充地图</tag>
          
+        <tag>REmap</tag>
+         
          
            
              
@@ -1728,10 +1752,10 @@
          
         <tag>R语言</tag>
          
-        <tag>主题定制</tag>
-         
         <tag>图表美化</tag>
          
+        <tag>主题定制</tag>
+         
          
            
              
diff --git a/calendar.json b/calendar.json
index f0da5f91..bdd62a1b 100644
--- a/calendar.json
+++ b/calendar.json
@@ -1 +1 @@
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+              
+                <span itemprop="name">中国人口金字塔动态图</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-05-29T09:48:42+08:00"
+              content="2017-05-29" >
+          05-29
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+    
+      
+
   <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
     <header class="post-header">
 
@@ -454,7 +482,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -585,7 +613,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git a/categories/Tableau/index.html b/categories/Tableau/index.html
index f3f7ff52..0d5e3281 100644
--- a/categories/Tableau/index.html
+++ b/categories/Tableau/index.html
@@ -394,7 +394,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -525,7 +525,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git a/categories/ggplot2/index.html b/categories/ggplot2/index.html
index f0de2be1..f7bcdb53 100644
--- a/categories/ggplot2/index.html
+++ b/categories/ggplot2/index.html
@@ -646,7 +646,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -777,7 +777,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git a/categories/index.html b/categories/index.html
index e561afcd..506e8de0 100644
--- a/categories/index.html
+++ b/categories/index.html
@@ -330,7 +330,7 @@ <h1 class="post-title" itemprop="name headline">categories</h1>
             目前共计 12 个分类
         </div>
         <div class="category-all">
-          <ul class="category-list"><li class="category-list-item"><a class="category-list-link" href="/categories/Excel/">Excel</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/PowerBI/">PowerBI</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/Python/">Python</a><span class="category-list-count">4</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/R语言/">R语言</a><span class="category-list-count">13</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/Tableau/">Tableau</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/ggplot2/">ggplot2</a><span class="category-list-count">10</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/仪表盘/">仪表盘</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/可视化案例呈现/">可视化案例呈现</a><span class="category-list-count">2</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/图表配色/">图表配色</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/地理信息可视化/">地理信息可视化</a><span class="category-list-count">13</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/数据可视化/">数据可视化</a><span class="category-list-count">26</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/网络爬虫/">网络爬虫</a><span class="category-list-count">2</span></li></ul>
+          <ul class="category-list"><li class="category-list-item"><a class="category-list-link" href="/categories/Excel/">Excel</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/PowerBI/">PowerBI</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/Python/">Python</a><span class="category-list-count">4</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/R语言/">R语言</a><span class="category-list-count">14</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/Tableau/">Tableau</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/ggplot2/">ggplot2</a><span class="category-list-count">10</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/仪表盘/">仪表盘</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/可视化案例呈现/">可视化案例呈现</a><span class="category-list-count">2</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/图表配色/">图表配色</a><span class="category-list-count">1</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/地理信息可视化/">地理信息可视化</a><span class="category-list-count">13</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/数据可视化/">数据可视化</a><span class="category-list-count">26</span></li><li class="category-list-item"><a class="category-list-link" href="/categories/网络爬虫/">网络爬虫</a><span class="category-list-count">2</span></li></ul>
         </div>
       </div>
     
@@ -388,7 +388,7 @@ <h1 class="post-title" itemprop="name headline">categories</h1>
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -519,7 +519,7 @@ <h1 class="post-title" itemprop="name headline">categories</h1>
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\344\273\252\350\241\250\347\233\230/index.html" "b/categories/\344\273\252\350\241\250\347\233\230/index.html"
index 32f4a91f..37573a01 100644
--- "a/categories/\344\273\252\350\241\250\347\233\230/index.html"
+++ "b/categories/\344\273\252\350\241\250\347\233\230/index.html"
@@ -394,7 +394,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -525,7 +525,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213\345\221\210\347\216\260/index.html" "b/categories/\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213\345\221\210\347\216\260/index.html"
index 39e5ff0f..4a212f49 100644
--- "a/categories/\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213\345\221\210\347\216\260/index.html"
+++ "b/categories/\345\217\257\350\247\206\345\214\226\346\241\210\344\276\213\345\221\210\347\216\260/index.html"
@@ -422,7 +422,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -553,7 +553,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\345\233\276\350\241\250\351\205\215\350\211\262/index.html" "b/categories/\345\233\276\350\241\250\351\205\215\350\211\262/index.html"
index b6fb1c5b..0777eac7 100644
--- "a/categories/\345\233\276\350\241\250\351\205\215\350\211\262/index.html"
+++ "b/categories/\345\233\276\350\241\250\351\205\215\350\211\262/index.html"
@@ -394,7 +394,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -525,7 +525,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html" "b/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html"
index c755f6d2..242a120c 100644
--- "a/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html"
@@ -650,7 +650,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -781,7 +781,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html" "b/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html"
index 9777b5ec..62bb5fdd 100644
--- "a/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html"
+++ "b/categories/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html"
@@ -454,7 +454,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -585,7 +585,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html" "b/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
index ce0af3ab..ac052289 100644
--- "a/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
@@ -650,7 +650,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -781,7 +781,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/2/index.html" "b/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/2/index.html"
index cd2705df..b32a058f 100644
--- "a/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/2/index.html"
+++ "b/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/2/index.html"
@@ -650,7 +650,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -781,7 +781,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/3/index.html" "b/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/3/index.html"
index 6183315f..40790cb8 100644
--- "a/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/3/index.html"
+++ "b/categories/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/3/index.html"
@@ -538,7 +538,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -669,7 +669,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/categories/\347\275\221\347\273\234\347\210\254\350\231\253/index.html" "b/categories/\347\275\221\347\273\234\347\210\254\350\231\253/index.html"
index a5fe82cf..a8603e60 100644
--- "a/categories/\347\275\221\347\273\234\347\210\254\350\231\253/index.html"
+++ "b/categories/\347\275\221\347\273\234\347\210\254\350\231\253/index.html"
@@ -422,7 +422,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -553,7 +553,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git a/css/main.css b/css/main.css
index 799fe7a5..bd056a08 100644
--- a/css/main.css
+++ b/css/main.css
@@ -1811,7 +1811,7 @@ pre .javascript .function {
   width: 4px;
   height: 4px;
   border-radius: 50%;
-  background: #25ff21;
+  background: #8fff45;
 }
 .links-of-blogroll {
   font-size: 13px;
diff --git a/index.html b/index.html
index c46ce145..495ee851 100644
--- a/index.html
+++ b/index.html
@@ -325,7 +325,7 @@
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -344,7 +344,7 @@
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" itemprop="url">超强脑洞第四弹——ggplot构造甘特图</a></h1>
+                <a class="post-title-link" href="/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/" itemprop="url">超强脑洞第五弹——ggplot 构造连环饼图</a></h1>
         
 
         <div class="post-meta">
@@ -356,8 +356,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-26T18:24:56+08:00">
-                2017-07-26
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-27T23:05:46+08:00">
+                2017-07-27
               </time>
             
 
@@ -398,8 +398,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" class="cy_cmt_count" data-xid="2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" itemprop="commentsCount" ></span>
+                <a href="/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/" class="cy_cmt_count" data-xid="2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -407,7 +407,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" class="leancloud_visitors" data-flag-title="超强脑洞第四弹——ggplot构造甘特图">
+             <span id="/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/" class="leancloud_visitors" data-flag-title="超强脑洞第五弹——ggplot 构造连环饼图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -432,7 +432,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  880 字
+                  888 字
                 </span>
               
 
@@ -467,11 +467,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://ortu7ddty.bkt.clouddn.com/gant/%E7%94%98%E7%89%B9%E5%9B%BE.png" alt=""></p>
-<p>甘特图即便是用excel来做，也是要吃些苦头的，ggplot中无此内置图层函数，但是，没啥图能难道哈神的巨作，ggplot制作甘特不费吹灰之力，而且还能做得有模有样，有板有眼。以下是代码过程。</p>
+          <p><img src="http://ortu7ddty.bkt.clouddn.com/line_pie/image2.png" alt=""></p>
+<p>今天这篇之前曾有涉略过，就是利用ggplot的辅助插件工具——scatterpie制作基于气泡图的饼图，之前曾在地图图层上演示过此种类似图表，不过这里我将其与折线图融合，案例来源于陈荣兴老师的名作——《Excel图表拒绝平庸》。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/#more" rel="contents">
+            <a class="btn" href="/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -517,7 +517,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -536,7 +536,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" itemprop="url">超强脑洞第三弹之——ggplot构造瀑布图</a></h1>
+                <a class="post-title-link" href="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" itemprop="url">超强脑洞第四弹——ggplot构造甘特图</a></h1>
         
 
         <div class="post-meta">
@@ -548,8 +548,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-19T18:27:25+08:00">
-                2017-07-19
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-26T18:24:56+08:00">
+                2017-07-26
               </time>
             
 
@@ -590,8 +590,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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-                <a href="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" class="cy_cmt_count" data-xid="2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" itemprop="commentsCount" ></span>
+                <a href="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" class="cy_cmt_count" data-xid="2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -599,7 +599,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" class="leancloud_visitors" data-flag-title="超强脑洞第三弹之——ggplot构造瀑布图">
+             <span id="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/" class="leancloud_visitors" data-flag-title="超强脑洞第四弹——ggplot构造甘特图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -624,7 +624,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  859 字
+                  880 字
                 </span>
               
 
@@ -659,11 +659,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orpzs13ft.bkt.clouddn.com/waterfall/%E7%80%91%E5%B8%83%E5%9B%BE2.png" alt=""></p>
-<p>对，就是瀑布图，你没看错。而且是使用ggplot现有图层叠加构造，并没有用任何ggplot的外挂插件。</p>
+          <p><img src="http://ortu7ddty.bkt.clouddn.com/gant/%E7%94%98%E7%89%B9%E5%9B%BE.png" alt=""></p>
+<p>甘特图即便是用excel来做，也是要吃些苦头的，ggplot中无此内置图层函数，但是，没啥图能难道哈神的巨作，ggplot制作甘特不费吹灰之力，而且还能做得有模有样，有板有眼。以下是代码过程。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/#more" rel="contents">
+            <a class="btn" href="/2017/07/26/超强脑洞第四弹——ggplot构造甘特图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -709,7 +709,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/14/给R语言初学者的几个建议/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -728,7 +728,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/14/给R语言初学者的几个建议/" itemprop="url">给R语言初学者的几个建议~</a></h1>
+                <a class="post-title-link" href="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" itemprop="url">超强脑洞第三弹之——ggplot构造瀑布图</a></h1>
         
 
         <div class="post-meta">
@@ -740,8 +740,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-14T19:38:19+08:00">
-                2017-07-14
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-19T18:27:25+08:00">
+                2017-07-19
               </time>
             
 
@@ -782,8 +782,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/07/14/给R语言初学者的几个建议/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/07/14/给R语言初学者的几个建议/" class="cy_cmt_count" data-xid="2017/07/14/给R语言初学者的几个建议/" itemprop="commentsCount" ></span>
+                <a href="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" class="cy_cmt_count" data-xid="2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -791,7 +791,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/14/给R语言初学者的几个建议/" class="leancloud_visitors" data-flag-title="给R语言初学者的几个建议~">
+             <span id="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/" class="leancloud_visitors" data-flag-title="超强脑洞第三弹之——ggplot构造瀑布图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -816,7 +816,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  3,551 字
+                  859 字
                 </span>
               
 
@@ -832,7 +832,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  12 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -851,11 +851,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://oqdvmreg2.bkt.clouddn.com/guide/image.jpg" alt=""></p>
-<p>最近有很多人在问我关于R语言学习入门的问题。</p>
+          <p><img src="http://orpzs13ft.bkt.clouddn.com/waterfall/%E7%80%91%E5%B8%83%E5%9B%BE2.png" alt=""></p>
+<p>对，就是瀑布图，你没看错。而且是使用ggplot现有图层叠加构造，并没有用任何ggplot的外挂插件。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/14/给R语言初学者的几个建议/#more" rel="contents">
+            <a class="btn" href="/2017/07/19/超强脑洞第三弹之——ggplot构造瀑布图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -901,7 +901,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/14/给R语言初学者的几个建议/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -920,7 +920,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" itemprop="url">超强脑洞第二弹之——ggplot构造漏斗图</a></h1>
+                <a class="post-title-link" href="/2017/07/14/给R语言初学者的几个建议/" itemprop="url">给R语言初学者的几个建议~</a></h1>
         
 
         <div class="post-meta">
@@ -932,8 +932,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-13T09:01:32+08:00">
-                2017-07-13
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-14T19:38:19+08:00">
+                2017-07-14
               </time>
             
 
@@ -974,8 +974,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" class="cy_cmt_count" data-xid="2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" itemprop="commentsCount" ></span>
+                <a href="/2017/07/14/给R语言初学者的几个建议/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/14/给R语言初学者的几个建议/" class="cy_cmt_count" data-xid="2017/07/14/给R语言初学者的几个建议/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -983,7 +983,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" class="leancloud_visitors" data-flag-title="超强脑洞第二弹之——ggplot构造漏斗图">
+             <span id="/2017/07/14/给R语言初学者的几个建议/" class="leancloud_visitors" data-flag-title="给R语言初学者的几个建议~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
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@@ -1008,7 +1008,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,122 字
+                  3,551 字
                 </span>
               
 
@@ -1024,7 +1024,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  5 分钟
+                  12 分钟
                 </span>
               
             </div>
@@ -1043,11 +1043,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://oro3igf2g.bkt.clouddn.com/funnel/image.jpg" alt=""></p>
-<p>今天这篇要用ggplot构造漏斗图，其实ggplot内置图层函数中不存在所谓的漏斗图、子弹图等比较复杂的图表类型，但是ggplot的现有图层函数和标度设置完全可以胜任这些图形，以下是利用ggplot临摹漏斗图的代码过程。</p>
+          <p><img src="http://oqdvmreg2.bkt.clouddn.com/guide/image.jpg" alt=""></p>
+<p>最近有很多人在问我关于R语言学习入门的问题。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/#more" rel="contents">
+            <a class="btn" href="/2017/07/14/给R语言初学者的几个建议/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1093,7 +1093,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1112,7 +1112,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/" itemprop="url">一言不合就爬虫系列之——爬取小姐姐的秒拍MV</a></h1>
+                <a class="post-title-link" href="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" itemprop="url">超强脑洞第二弹之——ggplot构造漏斗图</a></h1>
         
 
         <div class="post-meta">
@@ -1124,8 +1124,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-12T22:30:30+08:00">
-                2017-07-12
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-13T09:01:32+08:00">
+                2017-07-13
               </time>
             
 
@@ -1147,8 +1147,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/网络爬虫/" itemprop="url" rel="index">
-                    <span itemprop="name">网络爬虫</span>
+                  <a href="/categories/R语言/" itemprop="url" rel="index">
+                    <span itemprop="name">R语言</span>
                   </a>
                 </span>
 
@@ -1166,8 +1166,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/" class="cy_cmt_count" data-xid="2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/" itemprop="commentsCount" ></span>
+                <a href="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" class="cy_cmt_count" data-xid="2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1175,7 +1175,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/" class="leancloud_visitors" data-flag-title="一言不合就爬虫系列之——爬取小姐姐的秒拍MV">
+             <span id="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/" class="leancloud_visitors" data-flag-title="超强脑洞第二弹之——ggplot构造漏斗图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1200,7 +1200,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,050 字
+                  1,122 字
                 </span>
               
 
@@ -1216,7 +1216,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  8 分钟
+                  5 分钟
                 </span>
               
             </div>
@@ -1235,11 +1235,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orz60j4aw.bkt.clouddn.com/taoxinyao/image.jpg" alt=""></p>
-<p>大连的盛夏实在是热的让人心烦（对于我这种既怕热又怕冷的真的没地呆了）。</p>
+          <p><img src="http://oro3igf2g.bkt.clouddn.com/funnel/image.jpg" alt=""></p>
+<p>今天这篇要用ggplot构造漏斗图，其实ggplot内置图层函数中不存在所谓的漏斗图、子弹图等比较复杂的图表类型，但是ggplot的现有图层函数和标度设置完全可以胜任这些图形，以下是利用ggplot临摹漏斗图的代码过程。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/#more" rel="contents">
+            <a class="btn" href="/2017/07/13/超强脑洞第二弹之——ggplot构造漏斗图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1285,7 +1285,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1304,7 +1304,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/" itemprop="url">左手用R右手Python系列——因子变量与分类重编码</a></h1>
+                <a class="post-title-link" href="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/" itemprop="url">一言不合就爬虫系列之——爬取小姐姐的秒拍MV</a></h1>
         
 
         <div class="post-meta">
@@ -1316,8 +1316,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-10T12:44:32+08:00">
-                2017-07-10
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-12T22:30:30+08:00">
+                2017-07-12
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@@ -1339,8 +1339,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/Python/" itemprop="url" rel="index">
-                    <span itemprop="name">Python</span>
+                  <a href="/categories/网络爬虫/" itemprop="url" rel="index">
+                    <span itemprop="name">网络爬虫</span>
                   </a>
                 </span>
 
@@ -1358,8 +1358,8 @@ <h1 class="post-title" itemprop="name headline">
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+                <a href="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/#SOHUCS" itemprop="discussionUrl">
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@@ -1367,7 +1367,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
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+             <span id="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/" class="leancloud_visitors" data-flag-title="一言不合就爬虫系列之——爬取小姐姐的秒拍MV">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
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@@ -1392,7 +1392,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,259 字
+                  2,050 字
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@@ -1408,7 +1408,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  9 分钟
+                  8 分钟
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@@ -1427,11 +1427,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orssvamao.bkt.clouddn.com/factor/image.jpg" alt=""></p>
-<p>今天这篇介绍数据类型中因子变量的运用在R语言和Python中的实现。</p>
+          <p><img src="http://orz60j4aw.bkt.clouddn.com/taoxinyao/image.jpg" alt=""></p>
+<p>大连的盛夏实在是热的让人心烦（对于我这种既怕热又怕冷的真的没地呆了）。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/#more" rel="contents">
+            <a class="btn" href="/2017/07/12/一言不合就爬虫系列之——爬取小姐姐的秒拍MV/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -1477,7 +1477,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/">
 
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@@ -1496,7 +1496,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/" itemprop="url">超强脑洞第一弹——子弹图~~~</a></h1>
+                <a class="post-title-link" href="/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/" itemprop="url">左手用R右手Python系列——因子变量与分类重编码</a></h1>
         
 
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@@ -1508,8 +1508,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-08T10:51:38+08:00">
-                2017-07-08
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-10T12:44:32+08:00">
+                2017-07-10
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-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/Python/" itemprop="url" rel="index">
+                    <span itemprop="name">Python</span>
                   </a>
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+                <a href="/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/#SOHUCS" itemprop="discussionUrl">
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@@ -1559,7 +1559,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/" class="leancloud_visitors" data-flag-title="超强脑洞第一弹——子弹图~~~">
+             <span id="/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/" class="leancloud_visitors" data-flag-title="左手用R右手Python系列——因子变量与分类重编码">
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@@ -1584,7 +1584,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,008 字
+                  2,259 字
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+                  9 分钟
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@@ -1619,11 +1619,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orn9f9laz.bkt.clouddn.com/rounte/db6.png" alt=""></p>
-<p>很早就跟大家说过，ggplot是一个黑洞，哈神是一个艺术家，真正体会到ggplot的强大，也就是近几个月的事儿，只要你的灵感不受束缚，它真的……无所不能，今天看一个商务场合经常使用的，绩效与目标管理工具——子弹图。</p>
+          <p><img src="http://orssvamao.bkt.clouddn.com/factor/image.jpg" alt=""></p>
+<p>今天这篇介绍数据类型中因子变量的运用在R语言和Python中的实现。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/#more" rel="contents">
+            <a class="btn" href="/2017/07/10/左手用R右手Python系列——因子变量与分类重编码/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -1669,7 +1669,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
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+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/">
 
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@@ -1688,7 +1688,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/" itemprop="url">让执着成为一种习惯——仿网易数独玫瑰气泡图</a></h1>
+                <a class="post-title-link" href="/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/" itemprop="url">超强脑洞第一弹——子弹图~~~</a></h1>
         
 
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@@ -1700,8 +1700,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-06T22:49:33+08:00">
-                2017-07-06
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-08T10:51:38+08:00">
+                2017-07-08
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+                <a href="/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/" class="cy_cmt_count" data-xid="2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/" itemprop="commentsCount" ></span>
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@@ -1751,7 +1751,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/" class="leancloud_visitors" data-flag-title="让执着成为一种习惯——仿网易数独玫瑰气泡图">
+             <span id="/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/" class="leancloud_visitors" data-flag-title="超强脑洞第一弹——子弹图~~~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1776,7 +1776,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,351 字
+                  1,008 字
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                 <span title="阅读时长">
-                  7 分钟
+                  5 分钟
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@@ -1811,11 +1811,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orvigieh3.bkt.clouddn.com/circle_bubble/%E5%B0%81%E9%9D%A2%E5%9B%BE.png" alt=""></p>
-<p>没有难学的技艺，只有不够辛勤的付出！</p>
+          <p><img src="http://orn9f9laz.bkt.clouddn.com/rounte/db6.png" alt=""></p>
+<p>很早就跟大家说过，ggplot是一个黑洞，哈神是一个艺术家，真正体会到ggplot的强大，也就是近几个月的事儿，只要你的灵感不受束缚，它真的……无所不能，今天看一个商务场合经常使用的，绩效与目标管理工具——子弹图。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/#more" rel="contents">
+            <a class="btn" href="/2017/07/08/小魔方不想跟你说话，并向你扔了一堆代码/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -1880,7 +1880,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/07/04/这么牛X的包，一般人我不告诉他！！！/" itemprop="url">这么牛X的包，一般人我不告诉他！！！</a></h1>
+                <a class="post-title-link" href="/2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/" itemprop="url">让执着成为一种习惯——仿网易数独玫瑰气泡图</a></h1>
         
 
         <div class="post-meta">
@@ -1892,8 +1892,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-04T09:17:37+08:00">
-                2017-07-04
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-06T22:49:33+08:00">
+                2017-07-06
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+                  <span id="url::http://www.raindu.com/2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/" class="cy_cmt_count" data-xid="2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/" itemprop="commentsCount" ></span>
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@@ -1943,7 +1943,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/04/这么牛X的包，一般人我不告诉他！！！/" class="leancloud_visitors" data-flag-title="这么牛X的包，一般人我不告诉他！！！">
+             <span id="/2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/" class="leancloud_visitors" data-flag-title="让执着成为一种习惯——仿网易数独玫瑰气泡图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1968,7 +1968,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,887 字
+                  1,351 字
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@@ -1984,7 +1984,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  8 分钟
+                  7 分钟
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@@ -2003,10 +2003,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://ory93arir.bkt.clouddn.com/us-map/image1.png" alt=""></p>
+          <p><img src="http://orvigieh3.bkt.clouddn.com/circle_bubble/%E5%B0%81%E9%9D%A2%E5%9B%BE.png" alt=""></p>
+<p>没有难学的技艺，只有不够辛勤的付出！</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/04/这么牛X的包，一般人我不告诉他！！！/#more" rel="contents">
+            <a class="btn" href="/2017/07/06/让执着成为一种习惯——仿网易数独玫瑰气泡图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -2052,7 +2053,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/03/那些年做过的图表/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/04/这么牛X的包，一般人我不告诉他！！！/">
 
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       <meta itemprop="name" content="RainDu">
@@ -2071,7 +2072,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/07/03/那些年做过的图表/" itemprop="url">那些年做过的图表</a></h1>
+                <a class="post-title-link" href="/2017/07/04/这么牛X的包，一般人我不告诉他！！！/" itemprop="url">这么牛X的包，一般人我不告诉他！！！</a></h1>
         
 
         <div class="post-meta">
@@ -2083,8 +2084,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-03T21:35:31+08:00">
-                2017-07-03
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-04T09:17:37+08:00">
+                2017-07-04
               </time>
             
 
@@ -2125,8 +2126,8 @@ <h1 class="post-title" itemprop="name headline">
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+                <a href="/2017/07/04/这么牛X的包，一般人我不告诉他！！！/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/04/这么牛X的包，一般人我不告诉他！！！/" class="cy_cmt_count" data-xid="2017/07/04/这么牛X的包，一般人我不告诉他！！！/" itemprop="commentsCount" ></span>
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-             <span id="/2017/07/03/那些年做过的图表/" class="leancloud_visitors" data-flag-title="那些年做过的图表">
+             <span id="/2017/07/04/这么牛X的包，一般人我不告诉他！！！/" class="leancloud_visitors" data-flag-title="这么牛X的包，一般人我不告诉他！！！">
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@@ -2159,7 +2160,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
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+                  1,887 字
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@@ -2194,13 +2195,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>数据可视化是我平时最大的爱好。</p>
-<p>但是作为一个初学者、行外人。总觉得自己学的不够扎实、没有系统、缺乏一线的业务锻炼。</p>
-<p>我只能以不停地写代码、开脑洞来避开自己的弱项。</p>
-<p><img src="http://ortu7ddty.bkt.clouddn.com/visualization/%E6%A1%88%E4%BE%8B%E6%AC%A3%E8%B5%8F-3.jpg" alt=""></p>
+          <p><img src="http://ory93arir.bkt.clouddn.com/us-map/image1.png" alt=""></p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/07/03/那些年做过的图表/#more" rel="contents">
+            <a class="btn" href="/2017/07/04/这么牛X的包，一般人我不告诉他！！！/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -2286,7 +2284,7 @@ <h1 class="post-title" itemprop="name headline">
           
             <div class="site-state-item site-state-posts">
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-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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-  <span class="post-count">博客全站共117.0k字</span>
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-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/">
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@@ -344,7 +344,7 @@
         
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-                <a class="post-title-link" href="/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/" itemprop="url">左手用R右手Python系列——数据塑型与长宽转换</a></h1>
+                <a class="post-title-link" href="/2017/07/03/那些年做过的图表/" itemprop="url">那些年做过的图表</a></h1>
         
 
         <div class="post-meta">
@@ -356,8 +356,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-02T09:08:23+08:00">
-                2017-07-02
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-03T21:35:31+08:00">
+                2017-07-03
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@@ -379,8 +379,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/Python/" itemprop="url" rel="index">
-                    <span itemprop="name">Python</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
                   </a>
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                 <i class="fa fa-comment-o"></i>
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-                <a href="/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/07/03/那些年做过的图表/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/07/03/那些年做过的图表/" class="cy_cmt_count" data-xid="2017/07/03/那些年做过的图表/" itemprop="commentsCount" ></span>
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@@ -407,7 +407,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/" class="leancloud_visitors" data-flag-title="左手用R右手Python系列——数据塑型与长宽转换">
+             <span id="/2017/07/03/那些年做过的图表/" class="leancloud_visitors" data-flag-title="那些年做过的图表">
                <span class="post-meta-divider">|</span>
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                  <i class="fa fa-eye"></i>
@@ -432,7 +432,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
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-                  1,809 字
+                  658 字
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                   <span class="post-meta-item-text">阅读时长</span>
                 
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-                  7 分钟
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@@ -467,11 +467,13 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orn9f9laz.bkt.clouddn.com/cleaning/title.jpg" alt=""></p>
-<p>今天这篇是R语言 with Python系列的第三篇，主要跟大家分享数据处理过程中的数据塑型与长宽转换。</p>
+          <p>数据可视化是我平时最大的爱好。</p>
+<p>但是作为一个初学者、行外人。总觉得自己学的不够扎实、没有系统、缺乏一线的业务锻炼。</p>
+<p>我只能以不停地写代码、开脑洞来避开自己的弱项。</p>
+<p><img src="http://ortu7ddty.bkt.clouddn.com/visualization/%E6%A1%88%E4%BE%8B%E6%AC%A3%E8%B5%8F-3.jpg" alt=""></p>
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+            <a class="btn" href="/2017/07/03/那些年做过的图表/#more" rel="contents">
               阅读全文 &raquo;
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   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/30/一篇全是代码的数据可视化案例/">
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     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -536,7 +538,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/30/一篇全是代码的数据可视化案例/" itemprop="url">一篇全是代码的数据可视化案例</a></h1>
+                <a class="post-title-link" href="/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/" itemprop="url">左手用R右手Python系列——数据塑型与长宽转换</a></h1>
         
 
         <div class="post-meta">
@@ -548,8 +550,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-30T17:38:13+08:00">
-                2017-06-30
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-07-02T09:08:23+08:00">
+                2017-07-02
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@@ -571,8 +573,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
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-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/Python/" itemprop="url" rel="index">
+                    <span itemprop="name">Python</span>
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@@ -590,8 +592,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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+                <a href="/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/#SOHUCS" itemprop="discussionUrl">
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                 </a>
               
             
@@ -599,7 +601,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/30/一篇全是代码的数据可视化案例/" class="leancloud_visitors" data-flag-title="一篇全是代码的数据可视化案例">
+             <span id="/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/" class="leancloud_visitors" data-flag-title="左手用R右手Python系列——数据塑型与长宽转换">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -624,7 +626,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,333 字
+                  1,809 字
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@@ -659,10 +661,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>实在没时间写文字步骤了，算了，就甩一篇代码给大家吧，这篇代码包含五张图，分别可以呈现放射状线路图、迁徙路径图、闭环路径图、菱形气泡图、方形气泡图。</p>
+          <p><img src="http://orn9f9laz.bkt.clouddn.com/cleaning/title.jpg" alt=""></p>
+<p>今天这篇是R语言 with Python系列的第三篇，主要跟大家分享数据处理过程中的数据塑型与长宽转换。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/30/一篇全是代码的数据可视化案例/#more" rel="contents">
+            <a class="btn" href="/2017/07/02/左手用R右手Python系列——数据塑型与长宽转换/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -708,7 +711,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/29/重要的是图表思维，而不是工具/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/30/一篇全是代码的数据可视化案例/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -727,7 +730,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/29/重要的是图表思维，而不是工具/" itemprop="url">重要的是图表思维，而不是工具</a></h1>
+                <a class="post-title-link" href="/2017/06/30/一篇全是代码的数据可视化案例/" itemprop="url">一篇全是代码的数据可视化案例</a></h1>
         
 
         <div class="post-meta">
@@ -739,8 +742,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-29T11:49:43+08:00">
-                2017-06-29
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-30T17:38:13+08:00">
+                2017-06-30
               </time>
             
 
@@ -781,8 +784,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/29/重要的是图表思维，而不是工具/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/29/重要的是图表思维，而不是工具/" class="cy_cmt_count" data-xid="2017/06/29/重要的是图表思维，而不是工具/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/30/一篇全是代码的数据可视化案例/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/30/一篇全是代码的数据可视化案例/" class="cy_cmt_count" data-xid="2017/06/30/一篇全是代码的数据可视化案例/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -790,7 +793,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/29/重要的是图表思维，而不是工具/" class="leancloud_visitors" data-flag-title="重要的是图表思维，而不是工具">
+             <span id="/2017/06/30/一篇全是代码的数据可视化案例/" class="leancloud_visitors" data-flag-title="一篇全是代码的数据可视化案例">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -815,7 +818,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,717 字
+                  1,333 字
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@@ -831,7 +834,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  8 分钟
+                  7 分钟
                 </span>
               
             </div>
@@ -850,12 +853,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://ory93arir.bkt.clouddn.com/tea_bump/%E5%B0%81%E9%9D%A2%E5%9B%BE.png" alt=""></p>
-<p>很久没有作图了，主要是一时找不到应该练手的案例。</p>
-<p>然后昨天逛网易数独栏目的数据新闻，看到一幅还不错的案例，对于我来说值得一试，然后就手痒给照葫芦画瓢弄出来了。（主要是其中涉及到的细节处理很麻烦）</p>
+          <p>实在没时间写文字步骤了，算了，就甩一篇代码给大家吧，这篇代码包含五张图，分别可以呈现放射状线路图、迁徙路径图、闭环路径图、菱形气泡图、方形气泡图。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/29/重要的是图表思维，而不是工具/#more" rel="contents">
+            <a class="btn" href="/2017/06/30/一篇全是代码的数据可视化案例/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/28/R语言数据处理——数据合并与追加/">
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     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -920,7 +921,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/28/R语言数据处理——数据合并与追加/" itemprop="url">R语言数据处理——数据合并与追加</a></h1>
+                <a class="post-title-link" href="/2017/06/29/重要的是图表思维，而不是工具/" itemprop="url">重要的是图表思维，而不是工具</a></h1>
         
 
         <div class="post-meta">
@@ -932,8 +933,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-28T10:47:39+08:00">
-                2017-06-28
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-29T11:49:43+08:00">
+                2017-06-29
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-                  <a href="/categories/R语言/" itemprop="url" rel="index">
-                    <span itemprop="name">R语言</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
                   </a>
                 </span>
 
@@ -974,8 +975,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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+                <a href="/2017/06/29/重要的是图表思维，而不是工具/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/29/重要的是图表思维，而不是工具/" class="cy_cmt_count" data-xid="2017/06/29/重要的是图表思维，而不是工具/" itemprop="commentsCount" ></span>
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@@ -983,7 +984,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/28/R语言数据处理——数据合并与追加/" class="leancloud_visitors" data-flag-title="R语言数据处理——数据合并与追加">
+             <span id="/2017/06/29/重要的是图表思维，而不是工具/" class="leancloud_visitors" data-flag-title="重要的是图表思维，而不是工具">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1008,7 +1009,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,107 字
+                  1,717 字
                 </span>
               
 
@@ -1024,7 +1025,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  9 分钟
+                  8 分钟
                 </span>
               
             </div>
@@ -1043,11 +1044,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orrrzlir6.bkt.clouddn.com/R/merge/%E6%BC%94%E7%A4%BA%E6%96%87%E7%A8%BF1.jpg" alt=""></p>
-<p>数据结构的塑造是数据可视化前重要的一环，虽说本公众号重心在于数据可视化，可是涉及到一些至关重要的数据整合技巧，还是有必要跟大家分享一下的。</p>
+          <p><img src="http://ory93arir.bkt.clouddn.com/tea_bump/%E5%B0%81%E9%9D%A2%E5%9B%BE.png" alt=""></p>
+<p>很久没有作图了，主要是一时找不到应该练手的案例。</p>
+<p>然后昨天逛网易数独栏目的数据新闻，看到一幅还不错的案例，对于我来说值得一试，然后就手痒给照葫芦画瓢弄出来了。（主要是其中涉及到的细节处理很麻烦）</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/28/R语言数据处理——数据合并与追加/#more" rel="contents">
+            <a class="btn" href="/2017/06/29/重要的是图表思维，而不是工具/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1093,7 +1095,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/27/左手用R右手Python系列——数据合并与追加/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/28/R语言数据处理——数据合并与追加/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1112,7 +1114,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/27/左手用R右手Python系列——数据合并与追加/" itemprop="url">左手用R右手Python系列——数据合并与追加</a></h1>
+                <a class="post-title-link" href="/2017/06/28/R语言数据处理——数据合并与追加/" itemprop="url">R语言数据处理——数据合并与追加</a></h1>
         
 
         <div class="post-meta">
@@ -1124,8 +1126,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-27T11:44:02+08:00">
-                2017-06-27
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-28T10:47:39+08:00">
+                2017-06-28
               </time>
             
 
@@ -1147,8 +1149,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/Python/" itemprop="url" rel="index">
-                    <span itemprop="name">Python</span>
+                  <a href="/categories/R语言/" itemprop="url" rel="index">
+                    <span itemprop="name">R语言</span>
                   </a>
                 </span>
 
@@ -1166,8 +1168,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/27/左手用R右手Python系列——数据合并与追加/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/28/R语言数据处理——数据合并与追加/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/28/R语言数据处理——数据合并与追加/" class="cy_cmt_count" data-xid="2017/06/28/R语言数据处理——数据合并与追加/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1175,7 +1177,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/27/左手用R右手Python系列——数据合并与追加/" class="leancloud_visitors" data-flag-title="左手用R右手Python系列——数据合并与追加">
+             <span id="/2017/06/28/R语言数据处理——数据合并与追加/" class="leancloud_visitors" data-flag-title="R语言数据处理——数据合并与追加">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1200,7 +1202,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,371 字
+                  2,107 字
                 </span>
               
 
@@ -1216,7 +1218,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  7 分钟
+                  9 分钟
                 </span>
               
             </div>
@@ -1235,11 +1237,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orp205tiu.bkt.clouddn.com/R_Python/merge/face.jpg" alt=""></p>
-<p>今天这篇跟大家介绍R语言与Python数据处理中的第二个小知识点——数据合并与追加。</p>
+          <p><img src="http://orrrzlir6.bkt.clouddn.com/R/merge/%E6%BC%94%E7%A4%BA%E6%96%87%E7%A8%BF1.jpg" alt=""></p>
+<p>数据结构的塑造是数据可视化前重要的一环，虽说本公众号重心在于数据可视化，可是涉及到一些至关重要的数据整合技巧，还是有必要跟大家分享一下的。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/27/左手用R右手Python系列——数据合并与追加/#more" rel="contents">
+            <a class="btn" href="/2017/06/28/R语言数据处理——数据合并与追加/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1285,7 +1287,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/25/用R语言复盘美国总统大选结果/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/27/左手用R右手Python系列——数据合并与追加/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1304,7 +1306,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/25/用R语言复盘美国总统大选结果/" itemprop="url">用R语言复盘美国总统大选结果~</a></h1>
+                <a class="post-title-link" href="/2017/06/27/左手用R右手Python系列——数据合并与追加/" itemprop="url">左手用R右手Python系列——数据合并与追加</a></h1>
         
 
         <div class="post-meta">
@@ -1316,8 +1318,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-25T09:13:19+08:00">
-                2017-06-25
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-27T11:44:02+08:00">
+                2017-06-27
               </time>
             
 
@@ -1339,8 +1341,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/Python/" itemprop="url" rel="index">
+                    <span itemprop="name">Python</span>
                   </a>
                 </span>
 
@@ -1358,8 +1360,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/25/用R语言复盘美国总统大选结果/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/25/用R语言复盘美国总统大选结果/" class="cy_cmt_count" data-xid="2017/06/25/用R语言复盘美国总统大选结果/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/27/左手用R右手Python系列——数据合并与追加/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/27/左手用R右手Python系列——数据合并与追加/" class="cy_cmt_count" data-xid="2017/06/27/左手用R右手Python系列——数据合并与追加/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1367,7 +1369,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/25/用R语言复盘美国总统大选结果/" class="leancloud_visitors" data-flag-title="用R语言复盘美国总统大选结果~">
+             <span id="/2017/06/27/左手用R右手Python系列——数据合并与追加/" class="leancloud_visitors" data-flag-title="左手用R右手Python系列——数据合并与追加">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1392,7 +1394,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,485 字
+                  1,371 字
                 </span>
               
 
@@ -1408,7 +1410,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  13 分钟
+                  7 分钟
                 </span>
               
             </div>
@@ -1427,11 +1429,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orp205tiu.bkt.clouddn.com/President/President17.jpg" alt=""></p>
-<p>这两天各种社交媒体都被美国大选的消息刷屏，各种段子满天飞，把平时不怎么关注政治的小编都吸引了。</p>
+          <p><img src="http://orp205tiu.bkt.clouddn.com/R_Python/merge/face.jpg" alt=""></p>
+<p>今天这篇跟大家介绍R语言与Python数据处理中的第二个小知识点——数据合并与追加。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/25/用R语言复盘美国总统大选结果/#more" rel="contents">
+            <a class="btn" href="/2017/06/27/左手用R右手Python系列——数据合并与追加/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1477,7 +1479,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/25/用R语言复盘美国总统大选结果/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1496,7 +1498,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" itemprop="url">R语言可视化——用ggplot构造期待已久的雷达图</a></h1>
+                <a class="post-title-link" href="/2017/06/25/用R语言复盘美国总统大选结果/" itemprop="url">用R语言复盘美国总统大选结果~</a></h1>
         
 
         <div class="post-meta">
@@ -1508,8 +1510,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-24T22:03:16+08:00">
-                2017-06-24
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-25T09:13:19+08:00">
+                2017-06-25
               </time>
             
 
@@ -1531,8 +1533,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
-                    <span itemprop="name">ggplot2</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
                   </a>
                 </span>
 
@@ -1550,8 +1552,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" class="cy_cmt_count" data-xid="2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/25/用R语言复盘美国总统大选结果/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/25/用R语言复盘美国总统大选结果/" class="cy_cmt_count" data-xid="2017/06/25/用R语言复盘美国总统大选结果/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1559,7 +1561,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" class="leancloud_visitors" data-flag-title="R语言可视化——用ggplot构造期待已久的雷达图">
+             <span id="/2017/06/25/用R语言复盘美国总统大选结果/" class="leancloud_visitors" data-flag-title="用R语言复盘美国总统大选结果~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1584,7 +1586,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  785 字
+                  2,485 字
                 </span>
               
 
@@ -1600,7 +1602,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  3 分钟
+                  13 分钟
                 </span>
               
             </div>
@@ -1619,11 +1621,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orm8l6eph.bkt.clouddn.com/ggradar/ggradar9.jpg" alt=""></p>
-<p>之前一直苦恼于ggplot函数无法制作雷达图，心想着既然饼图可以通过柱形图+极坐标模拟出来，为啥雷达图不行。</p>
+          <p><img src="http://orp205tiu.bkt.clouddn.com/President/President17.jpg" alt=""></p>
+<p>这两天各种社交媒体都被美国大选的消息刷屏，各种段子满天飞，把平时不怎么关注政治的小编都吸引了。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/#more" rel="contents">
+            <a class="btn" href="/2017/06/25/用R语言复盘美国总统大选结果/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1669,7 +1671,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/24/左手用R右手Python系列——字符串格式化输出/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1688,7 +1690,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/24/左手用R右手Python系列——字符串格式化输出/" itemprop="url">左手用R右手Python系列——字符串格式化输出</a></h1>
+                <a class="post-title-link" href="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" itemprop="url">R语言可视化——用ggplot构造期待已久的雷达图</a></h1>
         
 
         <div class="post-meta">
@@ -1700,7 +1702,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-24T09:45:40+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-24T22:03:16+08:00">
                 2017-06-24
               </time>
             
@@ -1723,8 +1725,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/Python/" itemprop="url" rel="index">
-                    <span itemprop="name">Python</span>
+                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
+                    <span itemprop="name">ggplot2</span>
                   </a>
                 </span>
 
@@ -1742,8 +1744,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/24/左手用R右手Python系列——字符串格式化输出/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" class="cy_cmt_count" data-xid="2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1751,7 +1753,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/24/左手用R右手Python系列——字符串格式化输出/" class="leancloud_visitors" data-flag-title="左手用R右手Python系列——字符串格式化输出">
+             <span id="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/" class="leancloud_visitors" data-flag-title="R语言可视化——用ggplot构造期待已久的雷达图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1776,7 +1778,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,430 字
+                  785 字
                 </span>
               
 
@@ -1792,7 +1794,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  9 分钟
+                  3 分钟
                 </span>
               
             </div>
@@ -1811,11 +1813,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>学习Python不到一个月，虽然学的很渣，但是还是想通过这种途径分享自己的学习心得，毕竟当初学习R语言也是这么走过来的。</p>
-<p>今天是R语言与Python综合系列的第一篇，就聊一聊两者在常用字符串输出上的差异。</p>
+          <p><img src="http://orm8l6eph.bkt.clouddn.com/ggradar/ggradar9.jpg" alt=""></p>
+<p>之前一直苦恼于ggplot函数无法制作雷达图，心想着既然饼图可以通过柱形图+极坐标模拟出来，为啥雷达图不行。</p>
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           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/24/左手用R右手Python系列——字符串格式化输出/#more" rel="contents">
+            <a class="btn" href="/2017/06/24/R语言可视化——用ggplot构造期待已久的雷达图/#more" rel="contents">
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-                <a class="post-title-link" href="/2017/06/23/用优雅的配色来缔造图表专业主义/" itemprop="url">用优雅的配色来缔造图表专业主义~</a></h1>
+                <a class="post-title-link" href="/2017/06/24/左手用R右手Python系列——字符串格式化输出/" itemprop="url">左手用R右手Python系列——字符串格式化输出</a></h1>
         
 
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-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-23T09:10:23+08:00">
-                2017-06-23
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-24T09:45:40+08:00">
+                2017-06-24
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-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/Python/" itemprop="url" rel="index">
+                    <span itemprop="name">Python</span>
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+             <span id="/2017/06/24/左手用R右手Python系列——字符串格式化输出/" class="leancloud_visitors" data-flag-title="左手用R右手Python系列——字符串格式化输出">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1968,7 +1970,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,860 字
+                  2,430 字
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@@ -2003,11 +2005,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orz7qelg0.bkt.clouddn.com/%E6%BC%94%E7%A4%BA%E6%96%87%E7%A8%BF1.jpg" alt=""></p>
-<p>总觉得以前自己写的东西太过琐碎，纠结于步骤和技巧，而没有任何体系上和理念上的输出；</p>
+          <p>学习Python不到一个月，虽然学的很渣，但是还是想通过这种途径分享自己的学习心得，毕竟当初学习R语言也是这么走过来的。</p>
+<p>今天是R语言与Python综合系列的第一篇，就聊一聊两者在常用字符串输出上的差异。</p>
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           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/23/用优雅的配色来缔造图表专业主义/#more" rel="contents">
+            <a class="btn" href="/2017/06/24/左手用R右手Python系列——字符串格式化输出/#more" rel="contents">
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+                <a class="post-title-link" href="/2017/06/23/用优雅的配色来缔造图表专业主义/" itemprop="url">用优雅的配色来缔造图表专业主义~</a></h1>
         
 
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@@ -2084,7 +2086,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-23T08:52:32+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-23T09:10:23+08:00">
                 2017-06-23
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+             <span id="/2017/06/23/用优雅的配色来缔造图表专业主义/" class="leancloud_visitors" data-flag-title="用优雅的配色来缔造图表专业主义~">
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@@ -2195,11 +2197,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orz60j4aw.bkt.clouddn.com/image1.jpg" alt=""></p>
-<p>关于R语言可视化的内容，之前写有个系列，最近零零散散的又发现了一些好玩的包，刚学会就赶紧来跟大家分享~</p>
+          <p><img src="http://orz7qelg0.bkt.clouddn.com/%E6%BC%94%E7%A4%BA%E6%96%87%E7%A8%BF1.jpg" alt=""></p>
+<p>总觉得以前自己写的东西太过琐碎，纠结于步骤和技巧，而没有任何体系上和理念上的输出；</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/23/不经意间又发现了一个有趣又炫酷的包/#more" rel="contents">
+            <a class="btn" href="/2017/06/23/用优雅的配色来缔造图表专业主义/#more" rel="contents">
               阅读全文 &raquo;
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@@ -2285,7 +2287,7 @@ <h1 class="post-title" itemprop="name headline">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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-  <span class="post-count">博客全站共117.0k字</span>
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index ec609ea9..472828c2 100644
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-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/22/R语言可视化——ggplot图表系统中的辅助线/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/23/不经意间又发现了一个有趣又炫酷的包/">
 
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@@ -344,7 +344,7 @@
         
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-                <a class="post-title-link" href="/2017/06/22/R语言可视化——ggplot图表系统中的辅助线/" itemprop="url">R语言可视化——ggplot图表系统中的辅助线</a></h1>
+                <a class="post-title-link" href="/2017/06/23/不经意间又发现了一个有趣又炫酷的包/" itemprop="url">不经意间又发现了一个有趣又炫酷的包</a></h1>
         
 
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@@ -356,8 +356,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-22T21:07:34+08:00">
-                2017-06-22
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-23T08:52:32+08:00">
+                2017-06-23
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@@ -379,8 +379,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
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-                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
-                    <span itemprop="name">ggplot2</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
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@@ -407,7 +407,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/22/R语言可视化——ggplot图表系统中的辅助线/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot图表系统中的辅助线">
+             <span id="/2017/06/23/不经意间又发现了一个有趣又炫酷的包/" class="leancloud_visitors" data-flag-title="不经意间又发现了一个有趣又炫酷的包">
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-                  1,050 字
+                  981 字
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@@ -467,10 +467,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>在之前的推送中，曾经有过一篇介绍excel图表辅助线的制作方法，其中用到的技巧五花八门、令人眼花缭乱。</p>
+          <p><img src="http://orz60j4aw.bkt.clouddn.com/image1.jpg" alt=""></p>
+<p>关于R语言可视化的内容，之前写有个系列，最近零零散散的又发现了一些好玩的包，刚学会就赶紧来跟大家分享~</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/22/R语言可视化——ggplot图表系统中的辅助线/#more" rel="contents">
+            <a class="btn" href="/2017/06/23/不经意间又发现了一个有趣又炫酷的包/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -516,7 +517,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
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     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -535,7 +536,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/" itemprop="url">竟然是一个升级版的数据透视表,Tableau真的没有那么神秘~</a></h1>
+                <a class="post-title-link" href="/2017/06/22/R语言可视化——ggplot图表系统中的辅助线/" itemprop="url">R语言可视化——ggplot图表系统中的辅助线</a></h1>
         
 
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@@ -547,7 +548,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-22T08:14:18+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-22T21:07:34+08:00">
                 2017-06-22
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                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/Tableau/" itemprop="url" rel="index">
-                    <span itemprop="name">Tableau</span>
+                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
+                    <span itemprop="name">ggplot2</span>
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@@ -589,8 +590,8 @@ <h1 class="post-title" itemprop="name headline">
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@@ -598,7 +599,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/" class="leancloud_visitors" data-flag-title="竟然是一个升级版的数据透视表,Tableau真的没有那么神秘~">
+             <span id="/2017/06/22/R语言可视化——ggplot图表系统中的辅助线/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot图表系统中的辅助线">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -623,7 +624,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,174 字
+                  1,050 字
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@@ -639,7 +640,7 @@ <h1 class="post-title" itemprop="name headline">
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@@ -658,11 +659,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><img src="http://orxaqmu8d.bkt.clouddn.com/2017-06-22_072855.jpg" alt=""></p>
-<p>前一篇跟大家详述了关于Excel在作图理念上的诸多细节，今天让我们把交点聚焦于多分类维度的数据呈现问题。</p>
+          <p>在之前的推送中，曾经有过一篇介绍excel图表辅助线的制作方法，其中用到的技巧五花八门、令人眼花缭乱。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/#more" rel="contents">
+            <a class="btn" href="/2017/06/22/R语言可视化——ggplot图表系统中的辅助线/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -708,7 +708,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
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+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -727,7 +727,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/" itemprop="url">R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）</a></h1>
+                <a class="post-title-link" href="/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/" itemprop="url">竟然是一个升级版的数据透视表,Tableau真的没有那么神秘~</a></h1>
         
 
         <div class="post-meta">
@@ -739,8 +739,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-21T19:35:53+08:00">
-                2017-06-21
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-22T08:14:18+08:00">
+                2017-06-22
               </time>
             
 
@@ -762,8 +762,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/Tableau/" itemprop="url" rel="index">
+                    <span itemprop="name">Tableau</span>
                   </a>
                 </span>
 
@@ -781,8 +781,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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+                <a href="/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/" class="cy_cmt_count" data-xid="2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -790,7 +790,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/" class="leancloud_visitors" data-flag-title="R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）">
+             <span id="/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/" class="leancloud_visitors" data-flag-title="竟然是一个升级版的数据透视表,Tableau真的没有那么神秘~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -815,7 +815,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,564 字
+                  2,174 字
                 </span>
               
 
@@ -850,10 +850,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天这一篇是昨天推送的基础上进行了进一步的深化，主要讲如何在离散颜色填充的地图上进行气泡图图层叠加。</p>
+          <p><img src="http://orxaqmu8d.bkt.clouddn.com/2017-06-22_072855.jpg" alt=""></p>
+<p>前一篇跟大家详述了关于Excel在作图理念上的诸多细节，今天让我们把交点聚焦于多分类维度的数据呈现问题。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/#more" rel="contents">
+            <a class="btn" href="/2017/06/22/竟然是一个升级版的数据透视表-Tableau真的没有那么神秘/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -899,7 +900,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -918,7 +919,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/" itemprop="url">R语言可视化——数据地图离散百分比填充（环渤海）</a></h1>
+                <a class="post-title-link" href="/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/" itemprop="url">R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）</a></h1>
         
 
         <div class="post-meta">
@@ -930,7 +931,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-21T09:28:30+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-21T19:35:53+08:00">
                 2017-06-21
               </time>
             
@@ -953,8 +954,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/R语言/" itemprop="url" rel="index">
-                    <span itemprop="name">R语言</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
                   </a>
                 </span>
 
@@ -972,8 +973,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/" class="cy_cmt_count" data-xid="2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -981,7 +982,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/" class="leancloud_visitors" data-flag-title="R语言可视化——数据地图离散百分比填充（环渤海）">
+             <span id="/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/" class="leancloud_visitors" data-flag-title="R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1006,7 +1007,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  883 字
+                  1,564 字
                 </span>
               
 
@@ -1022,7 +1023,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  7 分钟
                 </span>
               
             </div>
@@ -1041,10 +1042,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天跟大家分享如何以百分比形式填充离散分段数据地图。</p>
+          <p>今天这一篇是昨天推送的基础上进行了进一步的深化，主要讲如何在离散颜色填充的地图上进行气泡图图层叠加。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/#more" rel="contents">
+            <a class="btn" href="/2017/06/21/R语言可视化——多图层叠加（离散颜色填充与气泡图综合运用）/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1090,7 +1091,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/20/R语言可视化——数据地图应用（东三省）/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1109,7 +1110,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/20/R语言可视化——数据地图应用（东三省）/" itemprop="url">R语言可视化——数据地图应用（东三省）</a></h1>
+                <a class="post-title-link" href="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/" itemprop="url">R语言可视化——数据地图离散百分比填充（环渤海）</a></h1>
         
 
         <div class="post-meta">
@@ -1121,8 +1122,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-20T22:02:34+08:00">
-                2017-06-20
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-21T09:28:30+08:00">
+                2017-06-21
               </time>
             
 
@@ -1163,8 +1164,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/20/R语言可视化——数据地图应用（东三省）/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/20/R语言可视化——数据地图应用（东三省）/" class="cy_cmt_count" data-xid="2017/06/20/R语言可视化——数据地图应用（东三省）/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/" class="cy_cmt_count" data-xid="2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1172,7 +1173,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/20/R语言可视化——数据地图应用（东三省）/" class="leancloud_visitors" data-flag-title="R语言可视化——数据地图应用（东三省）">
+             <span id="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/" class="leancloud_visitors" data-flag-title="R语言可视化——数据地图离散百分比填充（环渤海）">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1197,7 +1198,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,076 字
+                  883 字
                 </span>
               
 
@@ -1213,7 +1214,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  8 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -1232,10 +1233,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天是一个案例应用，采用东北三省地图进行离散颜色映射，让大家感受下R语言在地理信息空间可视化方面的强大功能，同时也会对之前强调过的地图配色技巧进行应用。</p>
+          <p>今天跟大家分享如何以百分比形式填充离散分段数据地图。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/20/R语言可视化——数据地图应用（东三省）/#more" rel="contents">
+            <a class="btn" href="/2017/06/21/R语言可视化——数据地图离散百分比填充（环渤海）/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1281,7 +1282,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/20/R语言可视化——数据地图应用（东三省）/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1300,7 +1301,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" itemprop="url">那些培训师都不曾告诉你的关于Excel图表的秘密~</a></h1>
+                <a class="post-title-link" href="/2017/06/20/R语言可视化——数据地图应用（东三省）/" itemprop="url">R语言可视化——数据地图应用（东三省）</a></h1>
         
 
         <div class="post-meta">
@@ -1312,7 +1313,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-20T11:48:08+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-20T22:02:34+08:00">
                 2017-06-20
               </time>
             
@@ -1335,8 +1336,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/Excel/" itemprop="url" rel="index">
-                    <span itemprop="name">Excel</span>
+                  <a href="/categories/R语言/" itemprop="url" rel="index">
+                    <span itemprop="name">R语言</span>
                   </a>
                 </span>
 
@@ -1354,8 +1355,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" class="cy_cmt_count" data-xid="2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/20/R语言可视化——数据地图应用（东三省）/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/20/R语言可视化——数据地图应用（东三省）/" class="cy_cmt_count" data-xid="2017/06/20/R语言可视化——数据地图应用（东三省）/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1363,7 +1364,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" class="leancloud_visitors" data-flag-title="那些培训师都不曾告诉你的关于Excel图表的秘密~">
+             <span id="/2017/06/20/R语言可视化——数据地图应用（东三省）/" class="leancloud_visitors" data-flag-title="R语言可视化——数据地图应用（东三省）">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1388,7 +1389,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  3,331 字
+                  2,076 字
                 </span>
               
 
@@ -1404,7 +1405,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  11 分钟
+                  8 分钟
                 </span>
               
             </div>
@@ -1423,10 +1424,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>这是一篇关于Excel数据可视化的心得汇总！</p>
+          <p>今天是一个案例应用，采用东北三省地图进行离散颜色映射，让大家感受下R语言在地理信息空间可视化方面的强大功能，同时也会对之前强调过的地图配色技巧进行应用。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/#more" rel="contents">
+            <a class="btn" href="/2017/06/20/R语言可视化——数据地图应用（东三省）/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1472,7 +1473,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/19/R语言可视化——ggplot图表中的线条/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1491,7 +1492,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/19/R语言可视化——ggplot图表中的线条/" itemprop="url">R语言可视化——ggplot图表中的线条</a></h1>
+                <a class="post-title-link" href="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" itemprop="url">那些培训师都不曾告诉你的关于Excel图表的秘密~</a></h1>
         
 
         <div class="post-meta">
@@ -1503,8 +1504,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-19T22:08:27+08:00">
-                2017-06-19
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-20T11:48:08+08:00">
+                2017-06-20
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@@ -1526,8 +1527,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
-                    <span itemprop="name">ggplot2</span>
+                  <a href="/categories/Excel/" itemprop="url" rel="index">
+                    <span itemprop="name">Excel</span>
                   </a>
                 </span>
 
@@ -1545,8 +1546,8 @@ <h1 class="post-title" itemprop="name headline">
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-                <a href="/2017/06/19/R语言可视化——ggplot图表中的线条/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" class="cy_cmt_count" data-xid="2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1554,7 +1555,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/19/R语言可视化——ggplot图表中的线条/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot图表中的线条">
+             <span id="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/" class="leancloud_visitors" data-flag-title="那些培训师都不曾告诉你的关于Excel图表的秘密~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1579,7 +1580,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,233 字
+                  3,331 字
                 </span>
               
 
@@ -1595,7 +1596,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  5 分钟
+                  11 分钟
                 </span>
               
             </div>
@@ -1614,12 +1615,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天跟大家分享的是<code>ggplot</code>图表中的一类重要元素——线条。</p>
-<p>不要觉得专门为线条写一章推送有点小题大做，其实线条对于图表而言，功不可没，即便是不起眼的网格、轴线、或者线条的粗线、线型、磅数等都将决定着你的图表品质。</p>
-<p>R语言中ggplot函数系统中涉及到线条的地方有很多，最常见的场景就是我们做<code>geom_line()</code>（折线图）、<code>geom_path（）</code>(路径图),以及图表的绘图区（<code>panel</code>）、图表区、网格系统（<code>grid</code>）中所涉及到的线条。</p>
+          <p>这是一篇关于Excel数据可视化的心得汇总！</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/19/R语言可视化——ggplot图表中的线条/#more" rel="contents">
+            <a class="btn" href="/2017/06/20/那些培训师都不曾告诉你的关于Excel图表的秘密/#more" rel="contents">
               阅读全文 &raquo;
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           </div>
@@ -1665,7 +1664,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/19/Word天呀，气泡图居然还有这种操作/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/19/R语言可视化——ggplot图表中的线条/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1684,7 +1683,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/19/Word天呀，气泡图居然还有这种操作/" itemprop="url">Word天呀，气泡图居然还有这种操作~</a></h1>
+                <a class="post-title-link" href="/2017/06/19/R语言可视化——ggplot图表中的线条/" itemprop="url">R语言可视化——ggplot图表中的线条</a></h1>
         
 
         <div class="post-meta">
@@ -1696,7 +1695,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-19T08:49:56+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-19T22:08:27+08:00">
                 2017-06-19
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@@ -1719,8 +1718,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
+                    <span itemprop="name">ggplot2</span>
                   </a>
                 </span>
 
@@ -1738,8 +1737,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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-                <a href="/2017/06/19/Word天呀，气泡图居然还有这种操作/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/19/Word天呀，气泡图居然还有这种操作/" class="cy_cmt_count" data-xid="2017/06/19/Word天呀，气泡图居然还有这种操作/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/19/R语言可视化——ggplot图表中的线条/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/19/R语言可视化——ggplot图表中的线条/" class="cy_cmt_count" data-xid="2017/06/19/R语言可视化——ggplot图表中的线条/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1747,7 +1746,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/19/Word天呀，气泡图居然还有这种操作/" class="leancloud_visitors" data-flag-title="Word天呀，气泡图居然还有这种操作~">
+             <span id="/2017/06/19/R语言可视化——ggplot图表中的线条/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot图表中的线条">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1772,7 +1771,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,377 字
+                  1,233 字
                 </span>
               
 
@@ -1807,11 +1806,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>在之前写实习僧爬虫可视化案例之时，曾经用过一个很类似气泡图的图表——气泡云图（superbubble）。</p>
-<p>它的图表信息呈现与文字云非常相似，都是在控制一组元素的大小，文字云的大小是文字，气泡云图的大小是形状（气泡）。</p>
+          <p>今天跟大家分享的是<code>ggplot</code>图表中的一类重要元素——线条。</p>
+<p>不要觉得专门为线条写一章推送有点小题大做，其实线条对于图表而言，功不可没，即便是不起眼的网格、轴线、或者线条的粗线、线型、磅数等都将决定着你的图表品质。</p>
+<p>R语言中ggplot函数系统中涉及到线条的地方有很多，最常见的场景就是我们做<code>geom_line()</code>（折线图）、<code>geom_path（）</code>(路径图),以及图表的绘图区（<code>panel</code>）、图表区、网格系统（<code>grid</code>）中所涉及到的线条。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/19/Word天呀，气泡图居然还有这种操作/#more" rel="contents">
+            <a class="btn" href="/2017/06/19/R语言可视化——ggplot图表中的线条/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1857,7 +1857,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/18/R语言可视化——ggplot图表配色技巧/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/19/Word天呀，气泡图居然还有这种操作/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1876,7 +1876,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/18/R语言可视化——ggplot图表配色技巧/" itemprop="url">R语言可视化——ggplot图表配色技巧</a></h1>
+                <a class="post-title-link" href="/2017/06/19/Word天呀，气泡图居然还有这种操作/" itemprop="url">Word天呀，气泡图居然还有这种操作~</a></h1>
         
 
         <div class="post-meta">
@@ -1888,8 +1888,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-18T22:03:45+08:00">
-                2017-06-18
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-19T08:49:56+08:00">
+                2017-06-19
               </time>
             
 
@@ -1911,8 +1911,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
-                    <span itemprop="name">ggplot2</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
                   </a>
                 </span>
 
@@ -1930,8 +1930,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/18/R语言可视化——ggplot图表配色技巧/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/18/R语言可视化——ggplot图表配色技巧/" class="cy_cmt_count" data-xid="2017/06/18/R语言可视化——ggplot图表配色技巧/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/19/Word天呀，气泡图居然还有这种操作/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/19/Word天呀，气泡图居然还有这种操作/" class="cy_cmt_count" data-xid="2017/06/19/Word天呀，气泡图居然还有这种操作/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1939,7 +1939,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/18/R语言可视化——ggplot图表配色技巧/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot图表配色技巧">
+             <span id="/2017/06/19/Word天呀，气泡图居然还有这种操作/" class="leancloud_visitors" data-flag-title="Word天呀，气泡图居然还有这种操作~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1964,7 +1964,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,183 字
+                  1,377 字
                 </span>
               
 
@@ -1980,7 +1980,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  5 分钟
                 </span>
               
             </div>
@@ -1999,11 +1999,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天跟大家分享ggplot图表的配色原理与基本技巧。</p>
-<p>图表配色是一个很深奥的话题，多亏了R语言平台的众多开发者贡献的配色包，让图表的配色不再深不可测。</p>
+          <p>在之前写实习僧爬虫可视化案例之时，曾经用过一个很类似气泡图的图表——气泡云图（superbubble）。</p>
+<p>它的图表信息呈现与文字云非常相似，都是在控制一组元素的大小，文字云的大小是文字，气泡云图的大小是形状（气泡）。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/18/R语言可视化——ggplot图表配色技巧/#more" rel="contents">
+            <a class="btn" href="/2017/06/19/Word天呀，气泡图居然还有这种操作/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -2049,7 +2049,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/18/关于数据地图的几个遗留问题解决方案/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/18/R语言可视化——ggplot图表配色技巧/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -2068,7 +2068,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/18/关于数据地图的几个遗留问题解决方案/" itemprop="url">关于数据地图的几个遗留问题解决方案</a></h1>
+                <a class="post-title-link" href="/2017/06/18/R语言可视化——ggplot图表配色技巧/" itemprop="url">R语言可视化——ggplot图表配色技巧</a></h1>
         
 
         <div class="post-meta">
@@ -2080,7 +2080,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-18T09:44:43+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-18T22:03:45+08:00">
                 2017-06-18
               </time>
             
@@ -2122,8 +2122,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/18/关于数据地图的几个遗留问题解决方案/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/18/关于数据地图的几个遗留问题解决方案/" class="cy_cmt_count" data-xid="2017/06/18/关于数据地图的几个遗留问题解决方案/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/18/R语言可视化——ggplot图表配色技巧/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/18/R语言可视化——ggplot图表配色技巧/" class="cy_cmt_count" data-xid="2017/06/18/R语言可视化——ggplot图表配色技巧/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -2131,7 +2131,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/18/关于数据地图的几个遗留问题解决方案/" class="leancloud_visitors" data-flag-title="关于数据地图的几个遗留问题解决方案">
+             <span id="/2017/06/18/R语言可视化——ggplot图表配色技巧/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot图表配色技巧">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -2156,7 +2156,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,153 字
+                  1,183 字
                 </span>
               
 
@@ -2172,7 +2172,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  5 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -2191,10 +2191,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天跟大家分享三个数据地图的遗留问题，包括以前因为技术手段限制无法解决的问题，以及读者吐槽最多的问题。</p>
+          <p>今天跟大家分享ggplot图表的配色原理与基本技巧。</p>
+<p>图表配色是一个很深奥的话题，多亏了R语言平台的众多开发者贡献的配色包，让图表的配色不再深不可测。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/18/关于数据地图的几个遗留问题解决方案/#more" rel="contents">
+            <a class="btn" href="/2017/06/18/R语言可视化——ggplot图表配色技巧/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -2280,7 +2281,7 @@ <h1 class="post-title" itemprop="name headline">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
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@@ -2411,7 +2412,7 @@ <h1 class="post-title" itemprop="name headline">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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diff --git a/page/4/index.html b/page/4/index.html
index 09fc2ed8..9e6f276b 100644
--- a/page/4/index.html
+++ b/page/4/index.html
@@ -325,7 +325,7 @@
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/17/R语言可视化——ggplot的theme订制/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/18/关于数据地图的几个遗留问题解决方案/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -344,7 +344,7 @@
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/17/R语言可视化——ggplot的theme订制/" itemprop="url">R语言可视化——ggplot的theme订制</a></h1>
+                <a class="post-title-link" href="/2017/06/18/关于数据地图的几个遗留问题解决方案/" itemprop="url">关于数据地图的几个遗留问题解决方案</a></h1>
         
 
         <div class="post-meta">
@@ -356,8 +356,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-17T21:41:13+08:00">
-                2017-06-17
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-18T09:44:43+08:00">
+                2017-06-18
               </time>
             
 
@@ -398,8 +398,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/17/R语言可视化——ggplot的theme订制/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/17/R语言可视化——ggplot的theme订制/" class="cy_cmt_count" data-xid="2017/06/17/R语言可视化——ggplot的theme订制/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/18/关于数据地图的几个遗留问题解决方案/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/18/关于数据地图的几个遗留问题解决方案/" class="cy_cmt_count" data-xid="2017/06/18/关于数据地图的几个遗留问题解决方案/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -407,7 +407,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/17/R语言可视化——ggplot的theme订制/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot的theme订制">
+             <span id="/2017/06/18/关于数据地图的几个遗留问题解决方案/" class="leancloud_visitors" data-flag-title="关于数据地图的几个遗留问题解决方案">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -432,7 +432,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,144 字
+                  1,153 字
                 </span>
               
 
@@ -467,12 +467,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>ggplot作图系统在R预言诸多可视化包中之所以如此的风靡，除了它拥有自己的图层理念之外，我觉得还要归功于它对于图表细节元素的灵活调整。</p>
-<p>对于ggplot的初学者而言，可能没有太多的在意图表的主题是否优雅，配色是否美观，仅求能够准确无误的出图就OK了。</p>
-<p>但是如果仅限于此，那么使用ggplot作图真的就是杀鸡用了宰牛刀了。</p>
+          <p>今天跟大家分享三个数据地图的遗留问题，包括以前因为技术手段限制无法解决的问题，以及读者吐槽最多的问题。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/17/R语言可视化——ggplot的theme订制/#more" rel="contents">
+            <a class="btn" href="/2017/06/18/关于数据地图的几个遗留问题解决方案/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -518,7 +516,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/17/R语言可视化——ggplot的theme订制/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -537,7 +535,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" itemprop="url">leaflet的小搭档leaflet.minicharts来了，从此动态地图又多了一些乐趣~~~</a></h1>
+                <a class="post-title-link" href="/2017/06/17/R语言可视化——ggplot的theme订制/" itemprop="url">R语言可视化——ggplot的theme订制</a></h1>
         
 
         <div class="post-meta">
@@ -549,7 +547,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-17T09:32:31+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-17T21:41:13+08:00">
                 2017-06-17
               </time>
             
@@ -572,8 +570,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/地理信息可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">地理信息可视化</span>
+                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
+                    <span itemprop="name">ggplot2</span>
                   </a>
                 </span>
 
@@ -591,8 +589,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" class="cy_cmt_count" data-xid="2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/17/R语言可视化——ggplot的theme订制/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/17/R语言可视化——ggplot的theme订制/" class="cy_cmt_count" data-xid="2017/06/17/R语言可视化——ggplot的theme订制/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -600,7 +598,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" class="leancloud_visitors" data-flag-title="leaflet的小搭档leaflet.minicharts来了，从此动态地图又多了一些乐趣~~~">
+             <span id="/2017/06/17/R语言可视化——ggplot的theme订制/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot的theme订制">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -625,7 +623,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  979 字
+                  1,144 字
                 </span>
               
 
@@ -641,7 +639,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  5 分钟
                 </span>
               
             </div>
@@ -660,12 +658,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>本文内容取材自leaflet.minicharts包官方主页的案例介绍，本篇案例虽然是关于leaflet在线地图的辅助包，但是该包的出现对于leaflet生态系统来说，确是有着划时代的意义。</p>
-<p>该包大大扩充了leaflet包所能呈现的图表形式，打破了散点图、路径图、热力图三类图表对于传统地图数据呈现形式的垄断地位。</p>
-<p>该包为此提供了气泡饼图、玫瑰图、mini柱形图以及时间维度控制器等多种数据可视化元素。</p>
+          <p>ggplot作图系统在R预言诸多可视化包中之所以如此的风靡，除了它拥有自己的图层理念之外，我觉得还要归功于它对于图表细节元素的灵活调整。</p>
+<p>对于ggplot的初学者而言，可能没有太多的在意图表的主题是否优雅，配色是否美观，仅求能够准确无误的出图就OK了。</p>
+<p>但是如果仅限于此，那么使用ggplot作图真的就是杀鸡用了宰牛刀了。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/#more" rel="contents">
+            <a class="btn" href="/2017/06/17/R语言可视化——ggplot的theme订制/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -711,7 +709,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/17/R语言可视化——图表排版之一页多图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -730,7 +728,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/17/R语言可视化——图表排版之一页多图/" itemprop="url">R语言可视化——图表排版之一页多图</a></h1>
+                <a class="post-title-link" href="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" itemprop="url">leaflet的小搭档leaflet.minicharts来了，从此动态地图又多了一些乐趣~~~</a></h1>
         
 
         <div class="post-meta">
@@ -742,7 +740,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-17T09:13:47+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-17T09:32:31+08:00">
                 2017-06-17
               </time>
             
@@ -765,8 +763,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
-                    <span itemprop="name">ggplot2</span>
+                  <a href="/categories/地理信息可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">地理信息可视化</span>
                   </a>
                 </span>
 
@@ -784,8 +782,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/17/R语言可视化——图表排版之一页多图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/17/R语言可视化——图表排版之一页多图/" class="cy_cmt_count" data-xid="2017/06/17/R语言可视化——图表排版之一页多图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" class="cy_cmt_count" data-xid="2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -793,7 +791,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/17/R语言可视化——图表排版之一页多图/" class="leancloud_visitors" data-flag-title="R语言可视化——图表排版之一页多图">
+             <span id="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/" class="leancloud_visitors" data-flag-title="leaflet的小搭档leaflet.minicharts来了，从此动态地图又多了一些乐趣~~~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -818,7 +816,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,138 字
+                  979 字
                 </span>
               
 
@@ -853,11 +851,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>昨天跟大家分享了关于图表嵌套的函数用法，今天跟大家分享在多图情况下如何正确的进行图表的版面布局。</p>
-<p>这里要分享的图表版面设计其实就是指，在做了很多图的情况下，如何将诸多图表合理的布局在一张大的版面上，而不是一幅一幅的导出最后在其他软件中手动拼凑。</p>
+          <p>本文内容取材自leaflet.minicharts包官方主页的案例介绍，本篇案例虽然是关于leaflet在线地图的辅助包，但是该包的出现对于leaflet生态系统来说，确是有着划时代的意义。</p>
+<p>该包大大扩充了leaflet包所能呈现的图表形式，打破了散点图、路径图、热力图三类图表对于传统地图数据呈现形式的垄断地位。</p>
+<p>该包为此提供了气泡饼图、玫瑰图、mini柱形图以及时间维度控制器等多种数据可视化元素。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/17/R语言可视化——图表排版之一页多图/#more" rel="contents">
+            <a class="btn" href="/2017/06/17/leaflet的小搭档leaflet-minicharts来了，从此动态地图又多了一些乐趣/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -903,7 +902,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/17/R语言可视化——图表排版之一页多图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -922,7 +921,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/" itemprop="url">R语言可视化——ggplot携手plotly，让你的图表灵动起来！</a></h1>
+                <a class="post-title-link" href="/2017/06/17/R语言可视化——图表排版之一页多图/" itemprop="url">R语言可视化——图表排版之一页多图</a></h1>
         
 
         <div class="post-meta">
@@ -934,8 +933,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-16T22:11:17+08:00">
-                2017-06-16
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-17T09:13:47+08:00">
+                2017-06-17
               </time>
             
 
@@ -976,8 +975,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/" class="cy_cmt_count" data-xid="2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/17/R语言可视化——图表排版之一页多图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/17/R语言可视化——图表排版之一页多图/" class="cy_cmt_count" data-xid="2017/06/17/R语言可视化——图表排版之一页多图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -985,7 +984,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot携手plotly，让你的图表灵动起来！">
+             <span id="/2017/06/17/R语言可视化——图表排版之一页多图/" class="leancloud_visitors" data-flag-title="R语言可视化——图表排版之一页多图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1010,7 +1009,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,153 字
+                  1,138 字
                 </span>
               
 
@@ -1045,11 +1044,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>这段时间一直在研究ggplot2这个神奇的可视化利器，可是ggplot2纵然所向披靡，唯独无法呈现动态效果！</p>
-<p>最近发现R语言的官方CRAN中有一款名叫plotly的包，详细了解了下，这个plotly是基于js脚本语言开发的专用于动态交互可视化的利器，开发有在线版和桌面本，而且效果相当不错！</p>
+          <p>昨天跟大家分享了关于图表嵌套的函数用法，今天跟大家分享在多图情况下如何正确的进行图表的版面布局。</p>
+<p>这里要分享的图表版面设计其实就是指，在做了很多图的情况下，如何将诸多图表合理的布局在一张大的版面上，而不是一幅一幅的导出最后在其他软件中手动拼凑。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/#more" rel="contents">
+            <a class="btn" href="/2017/06/17/R语言可视化——图表排版之一页多图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1095,7 +1094,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/16/Excel依然是一款强大的数据可视化利器/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1114,7 +1113,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/16/Excel依然是一款强大的数据可视化利器/" itemprop="url">Excel依然是一款强大的数据可视化利器~</a></h1>
+                <a class="post-title-link" href="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/" itemprop="url">R语言可视化——ggplot携手plotly，让你的图表灵动起来！</a></h1>
         
 
         <div class="post-meta">
@@ -1126,7 +1125,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-16T09:32:50+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-16T22:11:17+08:00">
                 2017-06-16
               </time>
             
@@ -1149,8 +1148,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/可视化案例呈现/" itemprop="url" rel="index">
-                    <span itemprop="name">可视化案例呈现</span>
+                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
+                    <span itemprop="name">ggplot2</span>
                   </a>
                 </span>
 
@@ -1168,8 +1167,8 @@ <h1 class="post-title" itemprop="name headline">
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-                <a href="/2017/06/16/Excel依然是一款强大的数据可视化利器/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/#SOHUCS" itemprop="discussionUrl">
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                 </a>
               
             
@@ -1177,7 +1176,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/16/Excel依然是一款强大的数据可视化利器/" class="leancloud_visitors" data-flag-title="Excel依然是一款强大的数据可视化利器~">
+             <span id="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot携手plotly，让你的图表灵动起来！">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1202,7 +1201,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,219 字
+                  1,153 字
                 </span>
               
 
@@ -1237,11 +1236,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>早期的数据小魔方用户大概都知道，我最初也是从学习Excel起步的，只是学习的深入了之后，才开开慢慢的迁移到R语言。</p>
-<p>我往R语言转型并不代表自己开始放弃Excel或者觉得Excel不适合做可视化，只是想体验一下Excel外围的可视化世界是什么样子的，毕竟在这个大行业内，还活跃着太多可视化领域的佼佼者，譬如 PowerBI、Tableau等。</p>
+          <p>这段时间一直在研究ggplot2这个神奇的可视化利器，可是ggplot2纵然所向披靡，唯独无法呈现动态效果！</p>
+<p>最近发现R语言的官方CRAN中有一款名叫plotly的包，详细了解了下，这个plotly是基于js脚本语言开发的专用于动态交互可视化的利器，开发有在线版和桌面本，而且效果相当不错！</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/16/Excel依然是一款强大的数据可视化利器/#more" rel="contents">
+            <a class="btn" href="/2017/06/16/R语言可视化——ggplot携手plotly，让你的图表灵动起来！/#more" rel="contents">
               阅读全文 &raquo;
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@@ -1287,7 +1286,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/16/学习R语言我都做了那些有趣的事情！！！/">
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     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -1306,7 +1305,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/" itemprop="url">学习R语言我都做了那些有趣的事情！！！</a></h1>
+                <a class="post-title-link" href="/2017/06/16/Excel依然是一款强大的数据可视化利器/" itemprop="url">Excel依然是一款强大的数据可视化利器~</a></h1>
         
 
         <div class="post-meta">
@@ -1318,7 +1317,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-16T09:01:29+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-16T09:32:50+08:00">
                 2017-06-16
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@@ -1360,8 +1359,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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-                <a href="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/16/Excel依然是一款强大的数据可视化利器/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/16/Excel依然是一款强大的数据可视化利器/" class="cy_cmt_count" data-xid="2017/06/16/Excel依然是一款强大的数据可视化利器/" itemprop="commentsCount" ></span>
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@@ -1369,7 +1368,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/" class="leancloud_visitors" data-flag-title="学习R语言我都做了那些有趣的事情！！！">
+             <span id="/2017/06/16/Excel依然是一款强大的数据可视化利器/" class="leancloud_visitors" data-flag-title="Excel依然是一款强大的数据可视化利器~">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1394,7 +1393,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  680 字
+                  1,219 字
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@@ -1410,7 +1409,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  2 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -1429,12 +1428,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>学习R语言已经整整一年光景了， 是时候整理一下自己学习以来的收获和成就。</p>
-<p>虽然一直学的很专注（一直埋头在可视化的小圈子了，总感觉这样是停留在舒适区，也许外面的风景会更好），但是专注有专注的好处，就是每一个细节都有机会做的更好！</p>
-<p>以下是我学习以来自己练习过程中的一些案例，包括给别人定做的报告、高仿的商务图表、以及我尝试着创新出的一些好玩的创意图表，集中分享给大家。</p>
+          <p>早期的数据小魔方用户大概都知道，我最初也是从学习Excel起步的，只是学习的深入了之后，才开开慢慢的迁移到R语言。</p>
+<p>我往R语言转型并不代表自己开始放弃Excel或者觉得Excel不适合做可视化，只是想体验一下Excel外围的可视化世界是什么样子的，毕竟在这个大行业内，还活跃着太多可视化领域的佼佼者，譬如 PowerBI、Tableau等。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/#more" rel="contents">
+            <a class="btn" href="/2017/06/16/Excel依然是一款强大的数据可视化利器/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1480,7 +1478,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/15/R语言可视化——图表嵌套（母子图）/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/16/学习R语言我都做了那些有趣的事情！！！/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1499,7 +1497,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/15/R语言可视化——图表嵌套（母子图）/" itemprop="url">R语言可视化——图表嵌套（母子图）</a></h1>
+                <a class="post-title-link" href="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/" itemprop="url">学习R语言我都做了那些有趣的事情！！！</a></h1>
         
 
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@@ -1511,8 +1509,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-15T08:48:04+08:00">
-                2017-06-15
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-16T09:01:29+08:00">
+                2017-06-16
               </time>
             
 
@@ -1534,8 +1532,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/ggplot2/" itemprop="url" rel="index">
-                    <span itemprop="name">ggplot2</span>
+                  <a href="/categories/可视化案例呈现/" itemprop="url" rel="index">
+                    <span itemprop="name">可视化案例呈现</span>
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                 </span>
 
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                 <i class="fa fa-comment-o"></i>
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+                <a href="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/16/学习R语言我都做了那些有趣的事情！！！/" class="cy_cmt_count" data-xid="2017/06/16/学习R语言我都做了那些有趣的事情！！！/" itemprop="commentsCount" ></span>
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@@ -1562,7 +1560,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/15/R语言可视化——图表嵌套（母子图）/" class="leancloud_visitors" data-flag-title="R语言可视化——图表嵌套（母子图）">
+             <span id="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/" class="leancloud_visitors" data-flag-title="学习R语言我都做了那些有趣的事情！！！">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1587,7 +1585,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,111 字
+                  680 字
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@@ -1603,7 +1601,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  5 分钟
+                  2 分钟
                 </span>
               
             </div>
@@ -1622,13 +1620,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>之前在学习ggplot的时候，一直存在着一个困惑。</p>
-<p>就是这个函数是否允许两个做出来的两个相关图表重叠嵌套（也就是在一个大图（主图）的边缘位置，放置另一个缩小版的小图）。</p>
-<p>这个想法很奇葩，本来想着没啥希望，鉴于该包的开发者那犀利的审美观，估计也不能允许这种情况的发生。</p>
-<p>不过最近浏览一位大神的博客，真的有这种情况的解决措施，喜出望外，赶紧在这里分享给大家。</p>
+          <p>学习R语言已经整整一年光景了， 是时候整理一下自己学习以来的收获和成就。</p>
+<p>虽然一直学的很专注（一直埋头在可视化的小圈子了，总感觉这样是停留在舒适区，也许外面的风景会更好），但是专注有专注的好处，就是每一个细节都有机会做的更好！</p>
+<p>以下是我学习以来自己练习过程中的一些案例，包括给别人定做的报告、高仿的商务图表、以及我尝试着创新出的一些好玩的创意图表，集中分享给大家。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/15/R语言可视化——图表嵌套（母子图）/#more" rel="contents">
+            <a class="btn" href="/2017/06/16/学习R语言我都做了那些有趣的事情！！！/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -1674,7 +1671,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/14/R语言可视化——地图与气泡图结合应用/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/15/R语言可视化——图表嵌套（母子图）/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1693,7 +1690,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/14/R语言可视化——地图与气泡图结合应用/" itemprop="url">R语言可视化——地图与气泡图结合应用</a></h1>
+                <a class="post-title-link" href="/2017/06/15/R语言可视化——图表嵌套（母子图）/" itemprop="url">R语言可视化——图表嵌套（母子图）</a></h1>
         
 
         <div class="post-meta">
@@ -1705,8 +1702,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-14T08:50:58+08:00">
-                2017-06-14
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-15T08:48:04+08:00">
+                2017-06-15
               </time>
             
 
@@ -1747,8 +1744,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/14/R语言可视化——地图与气泡图结合应用/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/15/R语言可视化——图表嵌套（母子图）/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/15/R语言可视化——图表嵌套（母子图）/" class="cy_cmt_count" data-xid="2017/06/15/R语言可视化——图表嵌套（母子图）/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1756,7 +1753,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/14/R语言可视化——地图与气泡图结合应用/" class="leancloud_visitors" data-flag-title="R语言可视化——地图与气泡图结合应用">
+             <span id="/2017/06/15/R语言可视化——图表嵌套（母子图）/" class="leancloud_visitors" data-flag-title="R语言可视化——图表嵌套（母子图）">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1781,7 +1778,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  782 字
+                  1,111 字
                 </span>
               
 
@@ -1797,7 +1794,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  3 分钟
+                  5 分钟
                 </span>
               
             </div>
@@ -1816,12 +1813,13 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天跟大家分享如何在地图上进行散点图、气泡图绘制。</p>
-<p>昨天跟大家介绍了<code>ggplot</code>函数进行地图绘制的原理，通过轮廓点和分组来定义每一个地区（国家边界），通过多边形填充来完成区域填色。</p>
-<p><code>ggplot</code>的图层叠加原理允许许我们在坐标系统的叠加多个图层；</p>
+          <p>之前在学习ggplot的时候，一直存在着一个困惑。</p>
+<p>就是这个函数是否允许两个做出来的两个相关图表重叠嵌套（也就是在一个大图（主图）的边缘位置，放置另一个缩小版的小图）。</p>
+<p>这个想法很奇葩，本来想着没啥希望，鉴于该包的开发者那犀利的审美观，估计也不能允许这种情况的发生。</p>
+<p>不过最近浏览一位大神的博客，真的有这种情况的解决措施，喜出望外，赶紧在这里分享给大家。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/14/R语言可视化——地图与气泡图结合应用/#more" rel="contents">
+            <a class="btn" href="/2017/06/15/R语言可视化——图表嵌套（母子图）/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1867,7 +1865,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/14/R语言可视化——地图与气泡图结合应用/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -1886,7 +1884,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/" itemprop="url">用R语言抓取网页图片——从此高效存图告别手工时代</a></h1>
+                <a class="post-title-link" href="/2017/06/14/R语言可视化——地图与气泡图结合应用/" itemprop="url">R语言可视化——地图与气泡图结合应用</a></h1>
         
 
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@@ -1898,8 +1896,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-13T15:19:50+08:00">
-                2017-06-13
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-14T08:50:58+08:00">
+                2017-06-14
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@@ -1949,7 +1947,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
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+             <span id="/2017/06/14/R语言可视化——地图与气泡图结合应用/" class="leancloud_visitors" data-flag-title="R语言可视化——地图与气泡图结合应用">
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@@ -2009,13 +2007,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天这个标题实在是有点言过其实了，对于R的爬虫知识，我只是领会了一点儿皮毛。</p>
-<p>主要看不懂正则表达式，特别是那种一个括号里要匹配多种类型文本的语句，特像火星文，估计短期很难搞懂了。</p>
-<p>再加上对于HTML结构没啥感觉，在目标定位上很苦恼。</p>
-<p>但是相对于文本信息而言，图片在html中的地址比较好获取，这里仅以图片抓取为例，会Python爬虫的大神还求轻喷~</p>
+          <p>今天跟大家分享如何在地图上进行散点图、气泡图绘制。</p>
+<p>昨天跟大家介绍了<code>ggplot</code>函数进行地图绘制的原理，通过轮廓点和分组来定义每一个地区（国家边界），通过多边形填充来完成区域填色。</p>
+<p><code>ggplot</code>的图层叠加原理允许许我们在坐标系统的叠加多个图层；</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/#more" rel="contents">
+            <a class="btn" href="/2017/06/14/R语言可视化——地图与气泡图结合应用/#more" rel="contents">
               阅读全文 &raquo;
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@@ -2061,7 +2058,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
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-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/13/当PowerBI遇到R语言/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -2080,7 +2077,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/13/当PowerBI遇到R语言/" itemprop="url">当PowerBI遇到R语言</a></h1>
+                <a class="post-title-link" href="/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/" itemprop="url">用R语言抓取网页图片——从此高效存图告别手工时代</a></h1>
         
 
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                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-13T08:31:12+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-13T15:19:50+08:00">
                 2017-06-13
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                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/PowerBI/" itemprop="url" rel="index">
-                    <span itemprop="name">PowerBI</span>
+                  <a href="/categories/网络爬虫/" itemprop="url" rel="index">
+                    <span itemprop="name">网络爬虫</span>
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+                <a href="/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/#SOHUCS" itemprop="discussionUrl">
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-             <span id="/2017/06/13/当PowerBI遇到R语言/" class="leancloud_visitors" data-flag-title="当PowerBI遇到R语言">
+             <span id="/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/" class="leancloud_visitors" data-flag-title="用R语言抓取网页图片——从此高效存图告别手工时代">
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@@ -2168,7 +2165,7 @@ <h1 class="post-title" itemprop="name headline">
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+                  9 分钟
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@@ -2203,12 +2200,13 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>PowerBI作为微软系最新的商务智能办公系统，自去年发布以来，一直都备受瞩目。</p>
-<p>他的更新频次相当之高，功能更新迭代非常迅速。</p>
-<p>大概对可视化领域稍有涉猎的朋友们，都明白其中缘由，大数据与云计算的趋势席卷全球，海量数据处理成为了限制各行业发展的掣肘。而受制于编程工具的门槛，大部分数据处理业务人员，可能要严重依赖Excel以及其他无需编程的可视化自助操作软件。</p>
+          <p>今天这个标题实在是有点言过其实了，对于R的爬虫知识，我只是领会了一点儿皮毛。</p>
+<p>主要看不懂正则表达式，特别是那种一个括号里要匹配多种类型文本的语句，特像火星文，估计短期很难搞懂了。</p>
+<p>再加上对于HTML结构没啥感觉，在目标定位上很苦恼。</p>
+<p>但是相对于文本信息而言，图片在html中的地址比较好获取，这里仅以图片抓取为例，会Python爬虫的大神还求轻喷~</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/13/当PowerBI遇到R语言/#more" rel="contents">
+            <a class="btn" href="/2017/06/13/用R语言抓取网页图片——从此高效存图告别手工时代/#more" rel="contents">
               阅读全文 &raquo;
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@@ -2294,7 +2292,7 @@ <h1 class="post-title" itemprop="name headline">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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-  <span class="post-count">博客全站共117.0k字</span>
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+                <a class="post-title-link" href="/2017/06/13/当PowerBI遇到R语言/" itemprop="url">当PowerBI遇到R语言</a></h1>
         
 
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                 <span class="post-meta-item-text">发表于</span>
               
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-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/PowerBI/" itemprop="url" rel="index">
+                    <span itemprop="name">PowerBI</span>
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@@ -407,7 +407,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/12/R语言可视化——多边形与数据地图填充/" class="leancloud_visitors" data-flag-title="R语言可视化——多边形与数据地图填充">
+             <span id="/2017/06/13/当PowerBI遇到R语言/" class="leancloud_visitors" data-flag-title="当PowerBI遇到R语言">
                <span class="post-meta-divider">|</span>
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@@ -432,7 +432,7 @@ <h1 class="post-title" itemprop="name headline">
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                 <span title="阅读时长">
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+                  8 分钟
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             </div>
@@ -467,11 +467,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>ggplot函数中有一类特殊的图表类型叫做多边形，很难用传统的视角来定义它属于哪一类图表，因为它能够呈现信息多种多样。</p>
-<p>特别是在做某些比较高阶的图表——地图时，这种多边形函数便能够大显神通。</p>
+          <p>PowerBI作为微软系最新的商务智能办公系统，自去年发布以来，一直都备受瞩目。</p>
+<p>他的更新频次相当之高，功能更新迭代非常迅速。</p>
+<p>大概对可视化领域稍有涉猎的朋友们，都明白其中缘由，大数据与云计算的趋势席卷全球，海量数据处理成为了限制各行业发展的掣肘。而受制于编程工具的门槛，大部分数据处理业务人员，可能要严重依赖Excel以及其他无需编程的可视化自助操作软件。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/12/R语言可视化——多边形与数据地图填充/#more" rel="contents">
+            <a class="btn" href="/2017/06/13/当PowerBI遇到R语言/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -517,7 +518,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/11/R语言颜色综合运用与色彩方案共享/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/12/R语言可视化——多边形与数据地图填充/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -536,7 +537,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/11/R语言颜色综合运用与色彩方案共享/" itemprop="url">R语言颜色综合运用与色彩方案共享</a></h1>
+                <a class="post-title-link" href="/2017/06/12/R语言可视化——多边形与数据地图填充/" itemprop="url">R语言可视化——多边形与数据地图填充</a></h1>
         
 
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@@ -548,8 +549,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-11T21:26:08+08:00">
-                2017-06-11
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-12T09:11:36+08:00">
+                2017-06-12
               </time>
             
 
@@ -559,6 +560,28 @@ <h1 class="post-title" itemprop="name headline">
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+            <span class="post-category" >
+            
+              <span class="post-meta-divider">|</span>
+            
+              <span class="post-meta-item-icon">
+                <i class="fa fa-folder-o"></i>
+              </span>
+              
+                <span class="post-meta-item-text">分类于</span>
+              
+              
+                <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
+                  </a>
+                </span>
+
+                
+                
+              
+            </span>
+          
 
           
             
@@ -568,8 +591,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/11/R语言颜色综合运用与色彩方案共享/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/12/R语言可视化——多边形与数据地图填充/#SOHUCS" itemprop="discussionUrl">
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                 </a>
               
             
@@ -577,7 +600,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/11/R语言颜色综合运用与色彩方案共享/" class="leancloud_visitors" data-flag-title="R语言颜色综合运用与色彩方案共享">
+             <span id="/2017/06/12/R语言可视化——多边形与数据地图填充/" class="leancloud_visitors" data-flag-title="R语言可视化——多边形与数据地图填充">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -602,7 +625,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  2,470 字
+                  980 字
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@@ -618,7 +641,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  11 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -637,10 +660,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天这篇主要讲解R语言颜色综合运用，主要跟大家介绍如何提取那些专业色彩包中的颜色搭配用于在基础绘图系统和高级绘图系统中共享。</p>
+          <p>ggplot函数中有一类特殊的图表类型叫做多边形，很难用传统的视角来定义它属于哪一类图表，因为它能够呈现信息多种多样。</p>
+<p>特别是在做某些比较高阶的图表——地图时，这种多边形函数便能够大显神通。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/11/R语言颜色综合运用与色彩方案共享/#more" rel="contents">
+            <a class="btn" href="/2017/06/12/R语言可视化——多边形与数据地图填充/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -686,7 +710,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
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-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/11/R预设配色系统及自定义色板/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/11/R语言颜色综合运用与色彩方案共享/">
 
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@@ -705,7 +729,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/06/11/R预设配色系统及自定义色板/" itemprop="url">R预设配色系统及自定义色板</a></h1>
+                <a class="post-title-link" href="/2017/06/11/R语言颜色综合运用与色彩方案共享/" itemprop="url">R语言颜色综合运用与色彩方案共享</a></h1>
         
 
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@@ -717,7 +741,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-11T21:11:15+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-11T21:26:08+08:00">
                 2017-06-11
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@@ -728,28 +752,6 @@ <h1 class="post-title" itemprop="name headline">
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-              <span class="post-meta-item-icon">
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-              
-                <span class="post-meta-item-text">分类于</span>
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-              
-                <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
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-                    <span itemprop="name">图表配色</span>
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-                </span>
-
-                
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-          
 
           
             
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+                <a href="/2017/06/11/R语言颜色综合运用与色彩方案共享/#SOHUCS" itemprop="discussionUrl">
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@@ -768,7 +770,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/11/R预设配色系统及自定义色板/" class="leancloud_visitors" data-flag-title="R预设配色系统及自定义色板">
+             <span id="/2017/06/11/R语言颜色综合运用与色彩方案共享/" class="leancloud_visitors" data-flag-title="R语言颜色综合运用与色彩方案共享">
                <span class="post-meta-divider">|</span>
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                   <span class="post-meta-item-text">字数统计</span>
                 
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-                  1,605 字
+                  2,470 字
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+                  11 分钟
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@@ -828,11 +830,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>关于配色的话题，已经聊过很多次了，但是就像是之前说过的，对于图形可视化而言，配色决定着作品的“颜值”,谈再多次都不嫌多。</p>
-<p>今天是R语言配色系统综合篇的上篇（当然是有下篇啦，下篇将会教你如何优雅的提取各种高大上配色主题，作为己用。经过几天的研究，小魔方已经发现了如果将各种高质量配色包中的主题色板通过函数的形式在高级绘图系统和低级绘图系统之间相互共享）。</p>
+          <p>今天这篇主要讲解R语言颜色综合运用，主要跟大家介绍如何提取那些专业色彩包中的颜色搭配用于在基础绘图系统和高级绘图系统中共享。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/11/R预设配色系统及自定义色板/#more" rel="contents">
+            <a class="btn" href="/2017/06/11/R语言颜色综合运用与色彩方案共享/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -878,7 +879,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/11/R预设配色系统及自定义色板/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -897,7 +898,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/" itemprop="url">R语言可视化——极坐标变换与衍生图表类型</a></h1>
+                <a class="post-title-link" href="/2017/06/11/R预设配色系统及自定义色板/" itemprop="url">R预设配色系统及自定义色板</a></h1>
         
 
         <div class="post-meta">
@@ -909,7 +910,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-11T09:20:45+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-11T21:11:15+08:00">
                 2017-06-11
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@@ -932,8 +933,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
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-                  <a href="/categories/R语言/" itemprop="url" rel="index">
-                    <span itemprop="name">R语言</span>
+                  <a href="/categories/图表配色/" itemprop="url" rel="index">
+                    <span itemprop="name">图表配色</span>
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+                <a href="/2017/06/11/R预设配色系统及自定义色板/#SOHUCS" itemprop="discussionUrl">
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@@ -960,7 +961,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
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+             <span id="/2017/06/11/R预设配色系统及自定义色板/" class="leancloud_visitors" data-flag-title="R预设配色系统及自定义色板">
                <span class="post-meta-divider">|</span>
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@@ -985,7 +986,7 @@ <h1 class="post-title" itemprop="name headline">
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-                  1,184 字
+                  1,605 字
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-                  5 分钟
+                  7 分钟
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@@ -1020,12 +1021,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天这篇内容会比较杂乱一点，因为会讲到ggplot函数中的一大类通过极坐标支持才能呈现出来的图表效果。</p>
-<p>ggplot作图背后的图表哲学，没有给予饼图（以及衍生出的圆环图、玫瑰图等放射状图表类型）存在的空间（主要是该包的开发者个人的审美观，比较反感次坐标轴以及功能类型雷同的重复性图层函数，所以它宁可开发出分面图层原理也不愿意增加次坐标轴，不愿意为原本柱形图可以表达的图表形式再单独开发一种功能雷同的饼图函数）。</p>
-<p>但是巧的是，在常见的三种坐标形式中，极坐标转换可以非常轻松的将常见的柱形图（条形图）、堆积柱形图通过只一句极坐标函数就神奇的转化为饼图、玫瑰图、圆环图等（不知道是有意为之还是偶然的巧合）。</p>
+          <p>关于配色的话题，已经聊过很多次了，但是就像是之前说过的，对于图形可视化而言，配色决定着作品的“颜值”,谈再多次都不嫌多。</p>
+<p>今天是R语言配色系统综合篇的上篇（当然是有下篇啦，下篇将会教你如何优雅的提取各种高大上配色主题，作为己用。经过几天的研究，小魔方已经发现了如果将各种高质量配色包中的主题色板通过函数的形式在高级绘图系统和低级绘图系统之间相互共享）。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/#more" rel="contents">
+            <a class="btn" href="/2017/06/11/R预设配色系统及自定义色板/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1071,7 +1071,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -1090,7 +1090,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" itemprop="url">R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表</a></h1>
+                <a class="post-title-link" href="/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/" itemprop="url">R语言可视化——极坐标变换与衍生图表类型</a></h1>
         
 
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@@ -1102,8 +1102,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-10T09:15:55+08:00">
-                2017-06-10
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-11T09:20:45+08:00">
+                2017-06-11
               </time>
             
 
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                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" class="cy_cmt_count" data-xid="2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/" class="cy_cmt_count" data-xid="2017/06/11/R语言可视化——极坐标变换与衍生图表类型/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1153,7 +1153,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" class="leancloud_visitors" data-flag-title="R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表">
+             <span id="/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/" class="leancloud_visitors" data-flag-title="R语言可视化——极坐标变换与衍生图表类型">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1178,7 +1178,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
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-                  2,070 字
+                  1,184 字
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@@ -1194,7 +1194,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
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-                  10 分钟
+                  5 分钟
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             </div>
@@ -1213,11 +1213,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>图表的优化布局在Excel中一直都是个大难题，难在Excel软件固有的限制。</p>
-<p>特别是在制作多序列多分类图表的时候，放在一个图中显得序列过于拥挤，影响视觉效果，做出分面表达又耗时费力，需要掌握诸多技巧，（版式设计呀、单元格锚定呀等等、照相机呀什么的）是在是有心无力。</p>
+          <p>今天这篇内容会比较杂乱一点，因为会讲到ggplot函数中的一大类通过极坐标支持才能呈现出来的图表效果。</p>
+<p>ggplot作图背后的图表哲学，没有给予饼图（以及衍生出的圆环图、玫瑰图等放射状图表类型）存在的空间（主要是该包的开发者个人的审美观，比较反感次坐标轴以及功能类型雷同的重复性图层函数，所以它宁可开发出分面图层原理也不愿意增加次坐标轴，不愿意为原本柱形图可以表达的图表形式再单独开发一种功能雷同的饼图函数）。</p>
+<p>但是巧的是，在常见的三种坐标形式中，极坐标转换可以非常轻松的将常见的柱形图（条形图）、堆积柱形图通过只一句极坐标函数就神奇的转化为饼图、玫瑰图、圆环图等（不知道是有意为之还是偶然的巧合）。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/#more" rel="contents">
+            <a class="btn" href="/2017/06/11/R语言可视化——极坐标变换与衍生图表类型/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -1263,7 +1264,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1282,7 +1283,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" itemprop="url">leaflet在线地图进阶宝典——高级交互特性</a></h1>
+                <a class="post-title-link" href="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" itemprop="url">R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表</a></h1>
         
 
         <div class="post-meta">
@@ -1294,8 +1295,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-09T10:10:09+08:00">
-                2017-06-09
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-10T09:15:55+08:00">
+                2017-06-10
               </time>
             
 
@@ -1317,8 +1318,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/地理信息可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">地理信息可视化</span>
+                  <a href="/categories/R语言/" itemprop="url" rel="index">
+                    <span itemprop="name">R语言</span>
                   </a>
                 </span>
 
@@ -1336,8 +1337,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" class="cy_cmt_count" data-xid="2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" class="cy_cmt_count" data-xid="2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1345,7 +1346,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" class="leancloud_visitors" data-flag-title="leaflet在线地图进阶宝典——高级交互特性">
+             <span id="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/" class="leancloud_visitors" data-flag-title="R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1370,7 +1371,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  750 字
+                  2,070 字
                 </span>
               
 
@@ -1386,7 +1387,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  10 分钟
                 </span>
               
             </div>
@@ -1405,11 +1406,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>本文针对leaflet的高级交互特性进行展开，主要涉及到leaflet中等值线地图的鼠标悬浮效果及点击效果的动态呈现。这也是leaflet的天然HTML属性所具有的强大优势。</p>
-<p>在制作高质量在线数据地图的项目中，leaflet结合扩展的HTML性能，可以呈现非常人性化的动态效果，如能结合css、shiny等装饰器和交互框架，几乎可以胜任常见的动态交互网站的制作。</p>
+          <p>图表的优化布局在Excel中一直都是个大难题，难在Excel软件固有的限制。</p>
+<p>特别是在制作多序列多分类图表的时候，放在一个图中显得序列过于拥挤，影响视觉效果，做出分面表达又耗时费力，需要掌握诸多技巧，（版式设计呀、单元格锚定呀等等、照相机呀什么的）是在是有心无力。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/#more" rel="contents">
+            <a class="btn" href="/2017/06/10/R语言图表美化——巧用分面表达优化图表布局，做出堪比杂志级视觉体验的商务图表/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1455,7 +1456,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/08/R语言可视化——REmapH-中心热度图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1474,7 +1475,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/08/R语言可视化——REmapH-中心热度图/" itemprop="url">R语言可视化——REmapH(中心热度图)</a></h1>
+                <a class="post-title-link" href="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" itemprop="url">leaflet在线地图进阶宝典——高级交互特性</a></h1>
         
 
         <div class="post-meta">
@@ -1486,8 +1487,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-08T17:36:37+08:00">
-                2017-06-08
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-09T10:10:09+08:00">
+                2017-06-09
               </time>
             
 
@@ -1528,8 +1529,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/08/R语言可视化——REmapH-中心热度图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/08/R语言可视化——REmapH-中心热度图/" class="cy_cmt_count" data-xid="2017/06/08/R语言可视化——REmapH-中心热度图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" class="cy_cmt_count" data-xid="2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1537,7 +1538,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/08/R语言可视化——REmapH-中心热度图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmapH(中心热度图)">
+             <span id="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/" class="leancloud_visitors" data-flag-title="leaflet在线地图进阶宝典——高级交互特性">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1562,7 +1563,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,759 字
+                  750 字
                 </span>
               
 
@@ -1578,7 +1579,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  8 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -1597,11 +1598,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天是REmap系列的最后一篇——REmapH函数。</p>
-<p>这个函数的特色是可以做中心辐射的热力图，这种热力图在气象、人口密度、海拔测绘领域有诸多运用，当然也可以上当用在商务场合——特别是跟地理信息有关的数据呈现方面。</p>
+          <p>本文针对leaflet的高级交互特性进行展开，主要涉及到leaflet中等值线地图的鼠标悬浮效果及点击效果的动态呈现。这也是leaflet的天然HTML属性所具有的强大优势。</p>
+<p>在制作高质量在线数据地图的项目中，leaflet结合扩展的HTML性能，可以呈现非常人性化的动态效果，如能结合css、shiny等装饰器和交互框架，几乎可以胜任常见的动态交互网站的制作。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/08/R语言可视化——REmapH-中心热度图/#more" rel="contents">
+            <a class="btn" href="/2017/06/09/leaflet在线地图进阶宝典——高级交互特性(动态显示效果)/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1647,7 +1648,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/08/R语言可视化——REmapC-填充地图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/08/R语言可视化——REmapH-中心热度图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1666,7 +1667,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/08/R语言可视化——REmapC-填充地图/" itemprop="url">R语言可视化——REmapC(填充地图)</a></h1>
+                <a class="post-title-link" href="/2017/06/08/R语言可视化——REmapH-中心热度图/" itemprop="url">R语言可视化——REmapH(中心热度图)</a></h1>
         
 
         <div class="post-meta">
@@ -1678,7 +1679,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-08T13:03:50+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-08T17:36:37+08:00">
                 2017-06-08
               </time>
             
@@ -1720,8 +1721,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/08/R语言可视化——REmapC-填充地图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/08/R语言可视化——REmapC-填充地图/" class="cy_cmt_count" data-xid="2017/06/08/R语言可视化——REmapC-填充地图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/08/R语言可视化——REmapH-中心热度图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/08/R语言可视化——REmapH-中心热度图/" class="cy_cmt_count" data-xid="2017/06/08/R语言可视化——REmapH-中心热度图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1729,7 +1730,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/08/R语言可视化——REmapC-填充地图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmapC(填充地图)">
+             <span id="/2017/06/08/R语言可视化——REmapH-中心热度图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmapH(中心热度图)">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1754,7 +1755,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  999 字
+                  1,759 字
                 </span>
               
 
@@ -1770,7 +1771,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  8 分钟
                 </span>
               
             </div>
@@ -1789,11 +1790,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天跟大家介绍REmap函数家族中的第三个函数——REmapC。</p>
-<p>REmapC函数允许我们同时在一张地图上制作填充图和点图、线图。</p>
+          <p>今天是REmap系列的最后一篇——REmapH函数。</p>
+<p>这个函数的特色是可以做中心辐射的热力图，这种热力图在气象、人口密度、海拔测绘领域有诸多运用，当然也可以上当用在商务场合——特别是跟地理信息有关的数据呈现方面。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/08/R语言可视化——REmapC-填充地图/#more" rel="contents">
+            <a class="btn" href="/2017/06/08/R语言可视化——REmapH-中心热度图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1839,7 +1840,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/08/R语言可视化——案例综合运用/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/08/R语言可视化——REmapC-填充地图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1858,7 +1859,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/08/R语言可视化——案例综合运用/" itemprop="url">R语言可视化——案例综合运用</a></h1>
+                <a class="post-title-link" href="/2017/06/08/R语言可视化——REmapC-填充地图/" itemprop="url">R语言可视化——REmapC(填充地图)</a></h1>
         
 
         <div class="post-meta">
@@ -1870,7 +1871,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-08T09:36:58+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-08T13:03:50+08:00">
                 2017-06-08
               </time>
             
@@ -1912,8 +1913,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/08/R语言可视化——案例综合运用/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/08/R语言可视化——案例综合运用/" class="cy_cmt_count" data-xid="2017/06/08/R语言可视化——案例综合运用/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/08/R语言可视化——REmapC-填充地图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/08/R语言可视化——REmapC-填充地图/" class="cy_cmt_count" data-xid="2017/06/08/R语言可视化——REmapC-填充地图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1921,7 +1922,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/08/R语言可视化——案例综合运用/" class="leancloud_visitors" data-flag-title="R语言可视化——案例综合运用">
+             <span id="/2017/06/08/R语言可视化——REmapC-填充地图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmapC(填充地图)">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1946,7 +1947,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,897 字
+                  999 字
                 </span>
               
 
@@ -1962,7 +1963,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  8 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -1981,11 +1982,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天跟大家介绍一个REmap包的新函数——REmapB。</p>
-<p>它是REmap包中诸多组函数中的一位，功能上要强大于之前介绍的REmap函数，不仅可以完成REmap函数的所有图表效果，而且可以做出前者没有的地图效果。</p>
+          <p>今天跟大家介绍REmap函数家族中的第三个函数——REmapC。</p>
+<p>REmapC函数允许我们同时在一张地图上制作填充图和点图、线图。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/08/R语言可视化——案例综合运用/#more" rel="contents">
+            <a class="btn" href="/2017/06/08/R语言可视化——REmapC-填充地图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -2031,7 +2032,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/07/R语言可视化——REmap-路径图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/08/R语言可视化——案例综合运用/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -2050,7 +2051,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/07/R语言可视化——REmap-路径图/" itemprop="url">R语言可视化——REmap(路径图)</a></h1>
+                <a class="post-title-link" href="/2017/06/08/R语言可视化——案例综合运用/" itemprop="url">R语言可视化——案例综合运用</a></h1>
         
 
         <div class="post-meta">
@@ -2062,8 +2063,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-07T18:49:51+08:00">
-                2017-06-07
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-08T09:36:58+08:00">
+                2017-06-08
               </time>
             
 
@@ -2104,8 +2105,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/07/R语言可视化——REmap-路径图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/07/R语言可视化——REmap-路径图/" class="cy_cmt_count" data-xid="2017/06/07/R语言可视化——REmap-路径图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/08/R语言可视化——案例综合运用/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/08/R语言可视化——案例综合运用/" class="cy_cmt_count" data-xid="2017/06/08/R语言可视化——案例综合运用/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -2113,7 +2114,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/07/R语言可视化——REmap-路径图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmap(路径图)">
+             <span id="/2017/06/08/R语言可视化——案例综合运用/" class="leancloud_visitors" data-flag-title="R语言可视化——案例综合运用">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -2138,7 +2139,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  770 字
+                  1,897 字
                 </span>
               
 
@@ -2154,7 +2155,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  3 分钟
+                  8 分钟
                 </span>
               
             </div>
@@ -2173,11 +2174,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天紧接昨天的内容，跟大家分享如何使用REmap函数制作路径图。</p>
-<p>路径图所需要的数据结构非常简单，两列数据，左侧是起点，右侧是终点，并且每一行的终点是下一行的起点，这样最终才可以制作出连接在一起的路径图。</p>
+          <p>今天跟大家介绍一个REmap包的新函数——REmapB。</p>
+<p>它是REmap包中诸多组函数中的一位，功能上要强大于之前介绍的REmap函数，不仅可以完成REmap函数的所有图表效果，而且可以做出前者没有的地图效果。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/07/R语言可视化——REmap-路径图/#more" rel="contents">
+            <a class="btn" href="/2017/06/08/R语言可视化——案例综合运用/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -2263,7 +2264,7 @@ <h1 class="post-title" itemprop="name headline">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
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@@ -2394,7 +2395,7 @@ <h1 class="post-title" itemprop="name headline">
 
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   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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diff --git a/page/6/index.html b/page/6/index.html
index 6088f1ec..67073527 100644
--- a/page/6/index.html
+++ b/page/6/index.html
@@ -325,7 +325,7 @@
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/07/R语言可视化——REmap动态地图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/07/R语言可视化——REmap-路径图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -344,7 +344,7 @@
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/07/R语言可视化——REmap动态地图/" itemprop="url">R语言可视化——REmap动态地图</a></h1>
+                <a class="post-title-link" href="/2017/06/07/R语言可视化——REmap-路径图/" itemprop="url">R语言可视化——REmap(路径图)</a></h1>
         
 
         <div class="post-meta">
@@ -356,7 +356,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-07T09:27:05+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-07T18:49:51+08:00">
                 2017-06-07
               </time>
             
@@ -398,8 +398,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/07/R语言可视化——REmap动态地图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/07/R语言可视化——REmap动态地图/" class="cy_cmt_count" data-xid="2017/06/07/R语言可视化——REmap动态地图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/07/R语言可视化——REmap-路径图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/07/R语言可视化——REmap-路径图/" class="cy_cmt_count" data-xid="2017/06/07/R语言可视化——REmap-路径图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -407,7 +407,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/07/R语言可视化——REmap动态地图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmap动态地图">
+             <span id="/2017/06/07/R语言可视化——REmap-路径图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmap(路径图)">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -432,7 +432,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,897 字
+                  770 字
                 </span>
               
 
@@ -448,7 +448,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  7 分钟
+                  3 分钟
                 </span>
               
             </div>
@@ -467,12 +467,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天开始，要跟着大家学习一个新的可视化R包——REmap包。</p>
-<p>说起来，这个包要归功于百度的可视化开源项目——echarts,它是国内为数不多的高水平开源可视化js库，在业界地位首屈一指。</p>
-<p>经过大神的努力，我们终于可以在R语言中以简洁的REmap函数形式，来调用Echarts核心功能，而不用亲自去学js代码，就可以创建动态地图可视化作品。</p>
+          <p>今天紧接昨天的内容，跟大家分享如何使用REmap函数制作路径图。</p>
+<p>路径图所需要的数据结构非常简单，两列数据，左侧是起点，右侧是终点，并且每一行的终点是下一行的起点，这样最终才可以制作出连接在一起的路径图。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/07/R语言可视化——REmap动态地图/#more" rel="contents">
+            <a class="btn" href="/2017/06/07/R语言可视化——REmap-路径图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -518,7 +517,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/07/R语言可视化——REmap动态地图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -537,7 +536,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/" itemprop="url">leaflet在线地图进阶宝典之——高级辅助特性</a></h1>
+                <a class="post-title-link" href="/2017/06/07/R语言可视化——REmap动态地图/" itemprop="url">R语言可视化——REmap动态地图</a></h1>
         
 
         <div class="post-meta">
@@ -549,8 +548,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-06T09:27:27+08:00">
-                2017-06-06
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-07T09:27:05+08:00">
+                2017-06-07
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@@ -591,8 +590,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/#SOHUCS" itemprop="discussionUrl">
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+                <a href="/2017/06/07/R语言可视化——REmap动态地图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/07/R语言可视化——REmap动态地图/" class="cy_cmt_count" data-xid="2017/06/07/R语言可视化——REmap动态地图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -600,7 +599,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/" class="leancloud_visitors" data-flag-title="leaflet在线地图进阶宝典之——高级辅助特性">
+             <span id="/2017/06/07/R语言可视化——REmap动态地图/" class="leancloud_visitors" data-flag-title="R语言可视化——REmap动态地图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -625,7 +624,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,202 字
+                  1,897 字
                 </span>
               
 
@@ -641,7 +640,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  5 分钟
+                  7 分钟
                 </span>
               
             </div>
@@ -660,11 +659,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>本文跟大家分享leaflet在线地图的高级附加属性，这些属性通常来讲仅仅作为我们数据额可视化项目的修饰元素，而并不会影响数据元素。</p>
-<p>但是有了这些辅助修饰元素，往往可以使你的数据可视化项目变得更具人性化。</p>
+          <p>今天开始，要跟着大家学习一个新的可视化R包——REmap包。</p>
+<p>说起来，这个包要归功于百度的可视化开源项目——echarts,它是国内为数不多的高水平开源可视化js库，在业界地位首屈一指。</p>
+<p>经过大神的努力，我们终于可以在R语言中以简洁的REmap函数形式，来调用Echarts核心功能，而不用亲自去学js代码，就可以创建动态地图可视化作品。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/#more" rel="contents">
+            <a class="btn" href="/2017/06/07/R语言可视化——REmap动态地图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -710,7 +710,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -729,7 +729,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" itemprop="url">Leaflet在线地图进阶宝典——json素材操纵与图层面板控制</a></h1>
+                <a class="post-title-link" href="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/" itemprop="url">leaflet在线地图进阶宝典之——高级辅助特性</a></h1>
         
 
         <div class="post-meta">
@@ -741,8 +741,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-05T21:52:37+08:00">
-                2017-06-05
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-06T09:27:27+08:00">
+                2017-06-06
               </time>
             
 
@@ -783,8 +783,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" class="cy_cmt_count" data-xid="2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/" class="cy_cmt_count" data-xid="2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -792,7 +792,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" class="leancloud_visitors" data-flag-title="Leaflet在线地图进阶宝典——json素材操纵与图层面板控制">
+             <span id="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/" class="leancloud_visitors" data-flag-title="leaflet在线地图进阶宝典之——高级辅助特性">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -817,7 +817,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,503 字
+                  1,202 字
                 </span>
               
 
@@ -833,7 +833,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  6 分钟
+                  5 分钟
                 </span>
               
             </div>
@@ -852,11 +852,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>这篇教程憋了很久，其实算是3个月前leaflet在线地图系列的进阶篇，但是因为当时对于leaflet地图的数据源结构理解有限，技能勉强操控shp数据源，对于json数据源所知甚少，一直拖了这么久才更新。</p>
-<p>随着近期在json数据结构的理解不断加深，对于list结构和向量化运算的掌握也多有提高，这才能熟练的在leaflet系统中操控json数据。</p>
+          <p>本文跟大家分享leaflet在线地图的高级附加属性，这些属性通常来讲仅仅作为我们数据额可视化项目的修饰元素，而并不会影响数据元素。</p>
+<p>但是有了这些辅助修饰元素，往往可以使你的数据可视化项目变得更具人性化。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/#more" rel="contents">
+            <a class="btn" href="/2017/06/06/leaflet在线地图进阶宝典之——高级辅助特性/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -902,7 +902,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/05/动态地理信息可视化——leaflet填充地图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -921,7 +921,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/05/动态地理信息可视化——leaflet填充地图/" itemprop="url">动态地理信息可视化——leaflet填充地图</a></h1>
+                <a class="post-title-link" href="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" itemprop="url">Leaflet在线地图进阶宝典——json素材操纵与图层面板控制</a></h1>
         
 
         <div class="post-meta">
@@ -933,7 +933,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-05T09:11:51+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-05T21:52:37+08:00">
                 2017-06-05
               </time>
             
@@ -975,8 +975,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/05/动态地理信息可视化——leaflet填充地图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/05/动态地理信息可视化——leaflet填充地图/" class="cy_cmt_count" data-xid="2017/06/05/动态地理信息可视化——leaflet填充地图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" class="cy_cmt_count" data-xid="2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -984,7 +984,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/05/动态地理信息可视化——leaflet填充地图/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——leaflet填充地图">
+             <span id="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/" class="leancloud_visitors" data-flag-title="Leaflet在线地图进阶宝典——json素材操纵与图层面板控制">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1009,7 +1009,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,551 字
+                  1,503 字
                 </span>
               
 
@@ -1025,7 +1025,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  7 分钟
+                  6 分钟
                 </span>
               
             </div>
@@ -1044,10 +1044,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>这一篇是leaflet动态地图的第四篇，也是最值得推荐的一篇，这一篇涉及到热力地图填充，通过该篇内容，大家可以体会大leaflet在线地图的R借口在处理热力地图上面颜色标度映射的强大优势。</p>
+          <p>这篇教程憋了很久，其实算是3个月前leaflet在线地图系列的进阶篇，但是因为当时对于leaflet地图的数据源结构理解有限，技能勉强操控shp数据源，对于json数据源所知甚少，一直拖了这么久才更新。</p>
+<p>随着近期在json数据结构的理解不断加深，对于list结构和向量化运算的掌握也多有提高，这才能熟练的在leaflet系统中操控json数据。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/05/动态地理信息可视化——leaflet填充地图/#more" rel="contents">
+            <a class="btn" href="/2017/06/05/Leaflet在线地图进阶宝典——json素材操纵与图层面板控制/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1093,7 +1094,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/04/动态地理信息可视化——leaflet构造路径图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/05/动态地理信息可视化——leaflet填充地图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1112,7 +1113,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/04/动态地理信息可视化——leaflet构造路径图/" itemprop="url">动态地理信息可视化——leaflet构造路径图</a></h1>
+                <a class="post-title-link" href="/2017/06/05/动态地理信息可视化——leaflet填充地图/" itemprop="url">动态地理信息可视化——leaflet填充地图</a></h1>
         
 
         <div class="post-meta">
@@ -1124,8 +1125,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-04T09:56:20+08:00">
-                2017-06-04
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-05T09:11:51+08:00">
+                2017-06-05
               </time>
             
 
@@ -1166,8 +1167,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/04/动态地理信息可视化——leaflet构造路径图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/04/动态地理信息可视化——leaflet构造路径图/" class="cy_cmt_count" data-xid="2017/06/04/动态地理信息可视化——leaflet构造路径图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/05/动态地理信息可视化——leaflet填充地图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/05/动态地理信息可视化——leaflet填充地图/" class="cy_cmt_count" data-xid="2017/06/05/动态地理信息可视化——leaflet填充地图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1175,7 +1176,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/04/动态地理信息可视化——leaflet构造路径图/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——leaflet构造路径图">
+             <span id="/2017/06/05/动态地理信息可视化——leaflet填充地图/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——leaflet填充地图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1200,7 +1201,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  878 字
+                  1,551 字
                 </span>
               
 
@@ -1216,7 +1217,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  7 分钟
                 </span>
               
             </div>
@@ -1235,10 +1236,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>根据先前几篇内容的框架，今天介绍leaflet在线地图的第三篇，以线条元素构造的路径图。</p>
+          <p>这一篇是leaflet动态地图的第四篇，也是最值得推荐的一篇，这一篇涉及到热力地图填充，通过该篇内容，大家可以体会大leaflet在线地图的R借口在处理热力地图上面颜色标度映射的强大优势。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/04/动态地理信息可视化——leaflet构造路径图/#more" rel="contents">
+            <a class="btn" href="/2017/06/05/动态地理信息可视化——leaflet填充地图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1284,7 +1285,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/03/动态地理信息可视化——散点地图系列/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/04/动态地理信息可视化——leaflet构造路径图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1303,7 +1304,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/03/动态地理信息可视化——散点地图系列/" itemprop="url">动态地理信息可视化——散点地图系列</a></h1>
+                <a class="post-title-link" href="/2017/06/04/动态地理信息可视化——leaflet构造路径图/" itemprop="url">动态地理信息可视化——leaflet构造路径图</a></h1>
         
 
         <div class="post-meta">
@@ -1315,8 +1316,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-03T09:44:35+08:00">
-                2017-06-03
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-04T09:56:20+08:00">
+                2017-06-04
               </time>
             
 
@@ -1357,8 +1358,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/03/动态地理信息可视化——散点地图系列/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/03/动态地理信息可视化——散点地图系列/" class="cy_cmt_count" data-xid="2017/06/03/动态地理信息可视化——散点地图系列/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/04/动态地理信息可视化——leaflet构造路径图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/04/动态地理信息可视化——leaflet构造路径图/" class="cy_cmt_count" data-xid="2017/06/04/动态地理信息可视化——leaflet构造路径图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1366,7 +1367,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/03/动态地理信息可视化——散点地图系列/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——散点地图系列">
+             <span id="/2017/06/04/动态地理信息可视化——leaflet构造路径图/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——leaflet构造路径图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1391,7 +1392,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,028 字
+                  878 字
                 </span>
               
 
@@ -1407,7 +1408,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  5 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -1426,12 +1427,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>这是一篇拖了好久的稿子，因为过年玩high了，一直放着没写，今天得空，赶快得空，赶紧整理一下。</p>
-<p>本篇主讲leaflet在线地图系列中的散点系列，包含颜色映射规则（离散和连续）、大小映射规则。</p>
-<p>其实也就是包含了我们看到的常规的散点图类型和气泡图类型。同时结合leaflet丰富多彩的背景地图主题进行展开。</p>
+          <p>根据先前几篇内容的框架，今天介绍leaflet在线地图的第三篇，以线条元素构造的路径图。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/03/动态地理信息可视化——散点地图系列/#more" rel="contents">
+            <a class="btn" href="/2017/06/04/动态地理信息可视化——leaflet构造路径图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1477,7 +1476,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/02/动态地理信息可视化——leaflet在线地图简介/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/03/动态地理信息可视化——散点地图系列/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1496,7 +1495,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/" itemprop="url">动态地理信息可视化——leaflet在线地图简介</a></h1>
+                <a class="post-title-link" href="/2017/06/03/动态地理信息可视化——散点地图系列/" itemprop="url">动态地理信息可视化——散点地图系列</a></h1>
         
 
         <div class="post-meta">
@@ -1508,8 +1507,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-02T15:14:53+08:00">
-                2017-06-02
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-03T09:44:35+08:00">
+                2017-06-03
               </time>
             
 
@@ -1550,8 +1549,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/02/动态地理信息可视化——leaflet在线地图简介/" class="cy_cmt_count" data-xid="2017/06/02/动态地理信息可视化——leaflet在线地图简介/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/03/动态地理信息可视化——散点地图系列/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/03/动态地理信息可视化——散点地图系列/" class="cy_cmt_count" data-xid="2017/06/03/动态地理信息可视化——散点地图系列/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1559,7 +1558,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——leaflet在线地图简介">
+             <span id="/2017/06/03/动态地理信息可视化——散点地图系列/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——散点地图系列">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1584,7 +1583,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,879 字
+                  1,028 字
                 </span>
               
 
@@ -1600,7 +1599,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  7 分钟
+                  5 分钟
                 </span>
               
             </div>
@@ -1619,11 +1618,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>最近稍微涉猎了一下leaflet这个包，突然感到发现了动态可视化的新大门，这个包所提供的地图类型、动态效果、图层展示方式都大大扩展了ggplot作图系统的在数据地图上的缺陷。</p>
-<p>leaflet是业界比较流行的JS开源交互式地图包，它支持直接调用OpenStreetMap, Mapbox, and CartoDB等主流地图数据作为辅助图层来进行地理信息数据的可视化操作。</p>
+          <p>这是一篇拖了好久的稿子，因为过年玩high了，一直放着没写，今天得空，赶快得空，赶紧整理一下。</p>
+<p>本篇主讲leaflet在线地图系列中的散点系列，包含颜色映射规则（离散和连续）、大小映射规则。</p>
+<p>其实也就是包含了我们看到的常规的散点图类型和气泡图类型。同时结合leaflet丰富多彩的背景地图主题进行展开。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/#more" rel="contents">
+            <a class="btn" href="/2017/06/03/动态地理信息可视化——散点地图系列/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1669,7 +1669,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/02/动态地理信息可视化——leaflet在线地图简介/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1688,7 +1688,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/" itemprop="url">玩转数据地图系列之——地图上的迷你条形图</a></h1>
+                <a class="post-title-link" href="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/" itemprop="url">动态地理信息可视化——leaflet在线地图简介</a></h1>
         
 
         <div class="post-meta">
@@ -1700,7 +1700,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-02T15:01:58+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-02T15:14:53+08:00">
                 2017-06-02
               </time>
             
@@ -1723,8 +1723,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/地理信息可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">地理信息可视化</span>
                   </a>
                 </span>
 
@@ -1742,8 +1742,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/" class="cy_cmt_count" data-xid="2017/06/02/玩转数据地图系列之——地图上的迷你条形图/" itemprop="commentsCount" ></span>
+                <a href="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/06/02/动态地理信息可视化——leaflet在线地图简介/" class="cy_cmt_count" data-xid="2017/06/02/动态地理信息可视化——leaflet在线地图简介/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1751,7 +1751,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/" class="leancloud_visitors" data-flag-title="玩转数据地图系列之——地图上的迷你条形图">
+             <span id="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/" class="leancloud_visitors" data-flag-title="动态地理信息可视化——leaflet在线地图简介">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1776,7 +1776,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,268 字
+                  1,879 字
                 </span>
               
 
@@ -1792,7 +1792,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  6 分钟
+                  7 分钟
                 </span>
               
             </div>
@@ -1811,11 +1811,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>最近忙的厉害，产量下降的有点严重，感谢各位还没取关的小伙伴儿。</p>
-<p>一周前更新了一篇数据地图上的气泡散点图的内容，不知怎地，这段时间就是跟地图死磕上了，今天还是数据地图，不过是在数据地图上呈现条形图、柱形图。</p>
+          <p>最近稍微涉猎了一下leaflet这个包，突然感到发现了动态可视化的新大门，这个包所提供的地图类型、动态效果、图层展示方式都大大扩展了ggplot作图系统的在数据地图上的缺陷。</p>
+<p>leaflet是业界比较流行的JS开源交互式地图包，它支持直接调用OpenStreetMap, Mapbox, and CartoDB等主流地图数据作为辅助图层来进行地理信息数据的可视化操作。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/#more" rel="contents">
+            <a class="btn" href="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1861,7 +1861,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/02/玩转R语言数据地图——地图上的迷你柱形饼图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1880,7 +1880,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/06/02/玩转R语言数据地图——地图上的迷你柱形饼图/" itemprop="url">玩转R语言数据地图——地图上的迷你气泡饼图</a></h1>
+                <a class="post-title-link" href="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/" itemprop="url">玩转数据地图系列之——地图上的迷你条形图</a></h1>
         
 
         <div class="post-meta">
@@ -1892,7 +1892,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-02T09:33:33+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-02T15:01:58+08:00">
                 2017-06-02
               </time>
             
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+                <a href="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/#SOHUCS" itemprop="discussionUrl">
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@@ -1943,7 +1943,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
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+             <span id="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/" class="leancloud_visitors" data-flag-title="玩转数据地图系列之——地图上的迷你条形图">
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-                  5 分钟
+                  6 分钟
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             </div>
@@ -2003,12 +2003,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>这个周末刷微信的时候，偶然看到一篇关于R语言12月更新包的介绍，翻到底部看了一眼，刚好看到一个关于ggplot2的一个图层插件——geom_scatterpie。</p>
-<p>这个包安装之后，可以提供给ggplot新的图层函数，并制作出气泡状饼图，饼图可以分类填色，饼图大小可以映射数值变量，特别是将这种图表形式引入地图之中，那么最终呈现的地图上的气泡饼图非常炫酷。</p>
-<p>今天刚好整理了下完整思路，顺便分享。</p>
+          <p>最近忙的厉害，产量下降的有点严重，感谢各位还没取关的小伙伴儿。</p>
+<p>一周前更新了一篇数据地图上的气泡散点图的内容，不知怎地，这段时间就是跟地图死磕上了，今天还是数据地图，不过是在数据地图上呈现条形图、柱形图。</p>
           <!--noindex-->
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-            <a class="btn" href="/2017/06/02/玩转R语言数据地图——地图上的迷你柱形饼图/#more" rel="contents">
+            <a class="btn" href="/2017/06/02/玩转数据地图系列之——地图上的迷你条形图/#more" rel="contents">
               阅读全文 &raquo;
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@@ -2054,7 +2053,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
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-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/01/R语言可视化——用数据来聊聊国产电影/">
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@@ -2073,7 +2072,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/06/01/R语言可视化——用数据来聊聊国产电影/" itemprop="url">R语言可视化——用数据来聊聊国产电影~</a></h1>
+                <a class="post-title-link" href="/2017/06/02/玩转R语言数据地图——地图上的迷你柱形饼图/" itemprop="url">玩转R语言数据地图——地图上的迷你气泡饼图</a></h1>
         
 
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@@ -2085,8 +2084,8 @@ <h1 class="post-title" itemprop="name headline">
               
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-                2017-06-01
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+                2017-06-02
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-             <span id="/2017/06/01/R语言可视化——用数据来聊聊国产电影/" class="leancloud_visitors" data-flag-title="R语言可视化——用数据来聊聊国产电影~">
+             <span id="/2017/06/02/玩转R语言数据地图——地图上的迷你柱形饼图/" class="leancloud_visitors" data-flag-title="玩转R语言数据地图——地图上的迷你气泡饼图">
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                <span class="post-meta-item-icon">
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@@ -2161,7 +2160,7 @@ <h1 class="post-title" itemprop="name headline">
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@@ -2196,11 +2195,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>最近国产电影评分风波引起了很多人的关注，豆瓣和猫眼因国产电影评分过低此被电影局约谈了，猫眼电影还因此下线了自己的电影评分系统，作为好奇宝宝，小魔方也来凑一波热闹。</p>
-<p>当然今天不是要谈政治啦，刚好最近在学爬虫，那就爬一点儿官产电影的数据，用数据告诉大家，国产电影的真实处境。。（受限于技术手段和代码水平，数据不全，分析过程不敢保证精准，仅作为个人练习使用，请谨慎使用）。</p>
+          <p>这个周末刷微信的时候，偶然看到一篇关于R语言12月更新包的介绍，翻到底部看了一眼，刚好看到一个关于ggplot2的一个图层插件——geom_scatterpie。</p>
+<p>这个包安装之后，可以提供给ggplot新的图层函数，并制作出气泡状饼图，饼图可以分类填色，饼图大小可以映射数值变量，特别是将这种图表形式引入地图之中，那么最终呈现的地图上的气泡饼图非常炫酷。</p>
+<p>今天刚好整理了下完整思路，顺便分享。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/06/01/R语言可视化——用数据来聊聊国产电影/#more" rel="contents">
+            <a class="btn" href="/2017/06/02/玩转R语言数据地图——地图上的迷你柱形饼图/#more" rel="contents">
               阅读全文 &raquo;
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@@ -2286,7 +2286,7 @@ <h1 class="post-title" itemprop="name headline">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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-  <span class="post-count">博客全站共117.0k字</span>
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diff --git a/page/7/index.html b/page/7/index.html
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+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/06/01/R语言可视化——用数据来聊聊国产电影/">
 
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       <meta itemprop="name" content="RainDu">
@@ -344,7 +344,7 @@
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" itemprop="url">R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量</a></h1>
+                <a class="post-title-link" href="/2017/06/01/R语言可视化——用数据来聊聊国产电影/" itemprop="url">R语言可视化——用数据来聊聊国产电影~</a></h1>
         
 
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@@ -356,8 +356,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-31T16:03:36+08:00">
-                2017-05-31
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-06-01T08:57:19+08:00">
+                2017-06-01
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@@ -398,8 +398,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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-                <a href="/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" class="cy_cmt_count" data-xid="2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" itemprop="commentsCount" ></span>
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-             <span id="/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" class="leancloud_visitors" data-flag-title="R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量">
+             <span id="/2017/06/01/R语言可视化——用数据来聊聊国产电影/" class="leancloud_visitors" data-flag-title="R语言可视化——用数据来聊聊国产电影~">
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@@ -432,7 +432,7 @@ <h1 class="post-title" itemprop="name headline">
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-                  1,147 字
+                  3,156 字
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-                  6 分钟
+                  15 分钟
                 </span>
               
             </div>
@@ -467,10 +467,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>最近学了些revst包的基础知识，勉强能爬到一些有用的数据，刚好趁着周末，捂着脸跟大家分享。</p>
+          <p>最近国产电影评分风波引起了很多人的关注，豆瓣和猫眼因国产电影评分过低此被电影局约谈了，猫眼电影还因此下线了自己的电影评分系统，作为好奇宝宝，小魔方也来凑一波热闹。</p>
+<p>当然今天不是要谈政治啦，刚好最近在学爬虫，那就爬一点儿官产电影的数据，用数据告诉大家，国产电影的真实处境。。（受限于技术手段和代码水平，数据不全，分析过程不敢保证精准，仅作为个人练习使用，请谨慎使用）。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/#more" rel="contents">
+            <a class="btn" href="/2017/06/01/R语言可视化——用数据来聊聊国产电影/#more" rel="contents">
               阅读全文 &raquo;
             </a>
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@@ -516,7 +517,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/31/R语言可视化——中心放射状路径图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -535,7 +536,7 @@ <h1 class="post-title" itemprop="name headline">
         
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-                <a class="post-title-link" href="/2017/05/31/R语言可视化——中心放射状路径图/" itemprop="url">R语言可视化——中心放射状路径图</a></h1>
+                <a class="post-title-link" href="/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" itemprop="url">R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量</a></h1>
         
 
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@@ -547,7 +548,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-31T09:26:55+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-31T16:03:36+08:00">
                 2017-05-31
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@@ -589,8 +590,8 @@ <h1 class="post-title" itemprop="name headline">
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+                  <span id="url::http://www.raindu.com/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" class="cy_cmt_count" data-xid="2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" itemprop="commentsCount" ></span>
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@@ -598,7 +599,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/05/31/R语言可视化——中心放射状路径图/" class="leancloud_visitors" data-flag-title="R语言可视化——中心放射状路径图">
+             <span id="/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/" class="leancloud_visitors" data-flag-title="R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量">
                <span class="post-meta-divider">|</span>
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@@ -623,7 +624,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
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-                  1,150 字
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                   <span class="post-meta-item-text">阅读时长</span>
                 
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-                  5 分钟
+                  6 分钟
                 </span>
               
             </div>
@@ -658,11 +659,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>最近一直在研究ggplot剩余还没有涉略过的图表类型，试图挖掘出一些新的图表形式，就像是该包的作者所暗示的那样，ggplot2只是给你搭建了一个图层语法环境，至于具体能创造出何种图形，全凭自己的想象力。</p>
-<p>慢慢的我发现还有一类geom_segment对象自己一直没有尝试过，于是满心欢喜的尝试了一下，果然还是有收获的，我发现通过这个segment图层，可以批量的创建放射状线条图，也就是路径图，这解决了我一直以来的难题，今天顺便分享给大家。</p>
+          <p>最近学了些revst包的基础知识，勉强能爬到一些有用的数据，刚好趁着周末，捂着脸跟大家分享。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/31/R语言可视化——中心放射状路径图/#more" rel="contents">
+            <a class="btn" href="/2017/05/31/R语言爬虫可视化——用数据来聊聊2017年首周各大城市空气质量/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -708,7 +708,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/31/R语言可视化——中心放射状路径图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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-                <a class="post-title-link" href="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" itemprop="url">R语言可视化——ggplot绘制中心密度辐射图</a></h1>
+                <a class="post-title-link" href="/2017/05/31/R语言可视化——中心放射状路径图/" itemprop="url">R语言可视化——中心放射状路径图</a></h1>
         
 
         <div class="post-meta">
@@ -739,8 +739,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-30T16:05:43+08:00">
-                2017-05-30
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-31T09:26:55+08:00">
+                2017-05-31
               </time>
             
 
@@ -781,8 +781,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
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-                <a href="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" class="cy_cmt_count" data-xid="2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" itemprop="commentsCount" ></span>
+                <a href="/2017/05/31/R语言可视化——中心放射状路径图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/05/31/R语言可视化——中心放射状路径图/" class="cy_cmt_count" data-xid="2017/05/31/R语言可视化——中心放射状路径图/" itemprop="commentsCount" ></span>
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@@ -790,7 +790,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot绘制中心密度辐射图">
+             <span id="/2017/05/31/R语言可视化——中心放射状路径图/" class="leancloud_visitors" data-flag-title="R语言可视化——中心放射状路径图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
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@@ -815,7 +815,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
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-                  1,076 字
+                  1,150 字
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                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  5 分钟
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@@ -850,12 +850,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>今天这篇算是之前ggplot2图表系列的增补。</p>
-<p>因为在ggplot2中一直没有看到好的关于密度辐射图（或者称它为热力辐射图，就是那种PowerMap中可以通过颜色色度探查区域指标分布密度的图表类型）的合适解决方案，最近在看github官网上ggmap的介绍帖，看到作者在ggmap函数中嵌套了geom_polygon图层并并使用fill=..level..参数和stat=”density_2d”来来制作类似的热度辐射图。</p>
-<p>我就突发奇想，如果不是通过ggmap而是通过ggplot函数是否也可以呢，果然也是可以出效果的，先将方法介绍如下：</p>
+          <p>最近一直在研究ggplot剩余还没有涉略过的图表类型，试图挖掘出一些新的图表形式，就像是该包的作者所暗示的那样，ggplot2只是给你搭建了一个图层语法环境，至于具体能创造出何种图形，全凭自己的想象力。</p>
+<p>慢慢的我发现还有一类geom_segment对象自己一直没有尝试过，于是满心欢喜的尝试了一下，果然还是有收获的，我发现通过这个segment图层，可以批量的创建放射状线条图，也就是路径图，这解决了我一直以来的难题，今天顺便分享给大家。</p>
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           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/#more" rel="contents">
+            <a class="btn" href="/2017/05/31/R语言可视化——中心放射状路径图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -901,7 +900,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/30/用ggplot2制作静态数据可视化报告/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -920,7 +919,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/05/30/用ggplot2制作静态数据可视化报告/" itemprop="url">用ggplot2制作静态数据可视化报告!</a></h1>
+                <a class="post-title-link" href="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" itemprop="url">R语言可视化——ggplot绘制中心密度辐射图</a></h1>
         
 
         <div class="post-meta">
@@ -932,7 +931,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-30T08:58:46+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-30T16:05:43+08:00">
                 2017-05-30
               </time>
             
@@ -974,8 +973,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/05/30/用ggplot2制作静态数据可视化报告/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/05/30/用ggplot2制作静态数据可视化报告/" class="cy_cmt_count" data-xid="2017/05/30/用ggplot2制作静态数据可视化报告/" itemprop="commentsCount" ></span>
+                <a href="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" class="cy_cmt_count" data-xid="2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -983,7 +982,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/05/30/用ggplot2制作静态数据可视化报告/" class="leancloud_visitors" data-flag-title="用ggplot2制作静态数据可视化报告!">
+             <span id="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/" class="leancloud_visitors" data-flag-title="R语言可视化——ggplot绘制中心密度辐射图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1008,7 +1007,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,035 字
+                  1,076 字
                 </span>
               
 
@@ -1024,7 +1023,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  5 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -1043,11 +1042,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>对于可视化呈现来说，一个图表呈现的数据信息是有限的，更多时候，我们需要呈现的是多角度多维度的数据信息。</p>
-<p>这时候，就需要用在同一个版面上容纳多副相关的图表形成一个版面的可视化报告，今天是网易数独的一个数据报告，使用ggplot还原了（其中用到的国旗出现了点儿小bug，至今没有解决，有知情的的大神还望赐教！）</p>
+          <p>今天这篇算是之前ggplot2图表系列的增补。</p>
+<p>因为在ggplot2中一直没有看到好的关于密度辐射图（或者称它为热力辐射图，就是那种PowerMap中可以通过颜色色度探查区域指标分布密度的图表类型）的合适解决方案，最近在看github官网上ggmap的介绍帖，看到作者在ggmap函数中嵌套了geom_polygon图层并并使用fill=..level..参数和stat=”density_2d”来来制作类似的热度辐射图。</p>
+<p>我就突发奇想，如果不是通过ggmap而是通过ggplot函数是否也可以呢，果然也是可以出效果的，先将方法介绍如下：</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/30/用ggplot2制作静态数据可视化报告/#more" rel="contents">
+            <a class="btn" href="/2017/05/30/R语言可视化——ggplot绘制中心密度辐射图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1093,7 +1093,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/29/百分比方块比较图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/30/用ggplot2制作静态数据可视化报告/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1112,7 +1112,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/05/29/百分比方块比较图/" itemprop="url">百分比方块比较图</a></h1>
+                <a class="post-title-link" href="/2017/05/30/用ggplot2制作静态数据可视化报告/" itemprop="url">用ggplot2制作静态数据可视化报告!</a></h1>
         
 
         <div class="post-meta">
@@ -1124,8 +1124,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-29T12:08:12+08:00">
-                2017-05-29
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-30T08:58:46+08:00">
+                2017-05-30
               </time>
             
 
@@ -1166,8 +1166,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/05/29/百分比方块比较图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/05/29/百分比方块比较图/" class="cy_cmt_count" data-xid="2017/05/29/百分比方块比较图/" itemprop="commentsCount" ></span>
+                <a href="/2017/05/30/用ggplot2制作静态数据可视化报告/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/05/30/用ggplot2制作静态数据可视化报告/" class="cy_cmt_count" data-xid="2017/05/30/用ggplot2制作静态数据可视化报告/" itemprop="commentsCount" ></span>
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@@ -1175,7 +1175,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/05/29/百分比方块比较图/" class="leancloud_visitors" data-flag-title="百分比方块比较图">
+             <span id="/2017/05/30/用ggplot2制作静态数据可视化报告/" class="leancloud_visitors" data-flag-title="用ggplot2制作静态数据可视化报告!">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1200,7 +1200,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  695 字
+                  1,035 字
                 </span>
               
 
@@ -1216,7 +1216,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  4 分钟
+                  5 分钟
                 </span>
               
             </div>
@@ -1235,10 +1235,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>该图案例来自经济学人，国内看到刘老师在博客上用Excel仿制过，这里仍然使用ggplot2进行仿制。</p>
+          <p>对于可视化呈现来说，一个图表呈现的数据信息是有限的，更多时候，我们需要呈现的是多角度多维度的数据信息。</p>
+<p>这时候，就需要用在同一个版面上容纳多副相关的图表形成一个版面的可视化报告，今天是网易数独的一个数据报告，使用ggplot还原了（其中用到的国旗出现了点儿小bug，至今没有解决，有知情的的大神还望赐教！）</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/29/百分比方块比较图/#more" rel="contents">
+            <a class="btn" href="/2017/05/30/用ggplot2制作静态数据可视化报告/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1284,7 +1285,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/29/中国人口金字塔动态图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/29/百分比方块比较图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
       <meta itemprop="name" content="RainDu">
@@ -1303,7 +1304,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/05/29/中国人口金字塔动态图/" itemprop="url">中国人口金字塔动态图</a></h1>
+                <a class="post-title-link" href="/2017/05/29/百分比方块比较图/" itemprop="url">百分比方块比较图</a></h1>
         
 
         <div class="post-meta">
@@ -1315,7 +1316,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-29T09:48:42+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-29T12:08:12+08:00">
                 2017-05-29
               </time>
             
@@ -1338,8 +1339,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/R语言/" itemprop="url" rel="index">
-                    <span itemprop="name">R语言</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
                   </a>
                 </span>
 
@@ -1357,8 +1358,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/05/29/中国人口金字塔动态图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/05/29/中国人口金字塔动态图/" class="cy_cmt_count" data-xid="2017/05/29/中国人口金字塔动态图/" itemprop="commentsCount" ></span>
+                <a href="/2017/05/29/百分比方块比较图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/05/29/百分比方块比较图/" class="cy_cmt_count" data-xid="2017/05/29/百分比方块比较图/" itemprop="commentsCount" ></span>
                 </a>
               
             
@@ -1366,7 +1367,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/05/29/中国人口金字塔动态图/" class="leancloud_visitors" data-flag-title="中国人口金字塔动态图">
+             <span id="/2017/05/29/百分比方块比较图/" class="leancloud_visitors" data-flag-title="百分比方块比较图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -1391,7 +1392,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  548 字
+                  695 字
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@@ -1407,7 +1408,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  3 分钟
+                  4 分钟
                 </span>
               
             </div>
@@ -1426,13 +1427,10 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><strong>中国人口金字塔动态图</strong></p>
-<p>以下是一个之前在网络上引起巨大轰动的人口金字塔动态图：</p>
-<p><img src="http://oqoy8x3as.bkt.clouddn.com/%E4%BA%BA%E5%8F%A3%E9%87%91%E5%AD%97%E5%A1%94%EF%BC%881950-2050%EF%BC%89.gif" alt="人口金字塔"></p>
-<p>没有找到原始数据，后来在UN的官网上找到了一个五年间隔的数据，顺便还原了下图表：</p>
+          <p>该图案例来自经济学人，国内看到刘老师在博客上用Excel仿制过，这里仍然使用ggplot2进行仿制。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/29/中国人口金字塔动态图/#more" rel="contents">
+            <a class="btn" href="/2017/05/29/百分比方块比较图/#more" rel="contents">
               阅读全文 &raquo;
             </a>
           </div>
@@ -1478,7 +1476,7 @@ <h1 class="post-title" itemprop="name headline">
   
 
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
-    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/28/动态世界地图/">
+    <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/29/中国人口金字塔动态图/">
 
     <span hidden itemprop="author" itemscope itemtype="http://schema.org/Person">
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@@ -1497,7 +1495,7 @@ <h1 class="post-title" itemprop="name headline">
         
           <h1 class="post-title" itemprop="name headline">
                 
-                <a class="post-title-link" href="/2017/05/28/动态世界地图/" itemprop="url">动态世界地图</a></h1>
+                <a class="post-title-link" href="/2017/05/29/中国人口金字塔动态图/" itemprop="url">中国人口金字塔动态图</a></h1>
         
 
         <div class="post-meta">
@@ -1509,8 +1507,8 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-28T11:30:32+08:00">
-                2017-05-28
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-29T09:48:42+08:00">
+                2017-05-29
               </time>
             
 
@@ -1532,8 +1530,8 @@ <h1 class="post-title" itemprop="name headline">
               
               
                 <span itemprop="about" itemscope itemtype="http://schema.org/Thing">
-                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
-                    <span itemprop="name">数据可视化</span>
+                  <a href="/categories/R语言/" itemprop="url" rel="index">
+                    <span itemprop="name">R语言</span>
                   </a>
                 </span>
 
@@ -1551,8 +1549,8 @@ <h1 class="post-title" itemprop="name headline">
                 <i class="fa fa-comment-o"></i>
               </span>
               
-                <a href="/2017/05/28/动态世界地图/#SOHUCS" itemprop="discussionUrl">
-                  <span id="url::http://www.raindu.com/2017/05/28/动态世界地图/" class="cy_cmt_count" data-xid="2017/05/28/动态世界地图/" itemprop="commentsCount" ></span>
+                <a href="/2017/05/29/中国人口金字塔动态图/#SOHUCS" itemprop="discussionUrl">
+                  <span id="url::http://www.raindu.com/2017/05/29/中国人口金字塔动态图/" class="cy_cmt_count" data-xid="2017/05/29/中国人口金字塔动态图/" itemprop="commentsCount" ></span>
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@@ -1560,7 +1558,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/05/28/动态世界地图/" class="leancloud_visitors" data-flag-title="动态世界地图">
+             <span id="/2017/05/29/中国人口金字塔动态图/" class="leancloud_visitors" data-flag-title="中国人口金字塔动态图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
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@@ -1585,7 +1583,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,315 字
+                  548 字
                 </span>
               
 
@@ -1601,7 +1599,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">阅读时长</span>
                 
                 <span title="阅读时长">
-                  6 分钟
+                  3 分钟
                 </span>
               
             </div>
@@ -1620,12 +1618,13 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p><strong>上帝视角——给世界一个特写~</strong></p>
-<p>最近在研究使用R包制作动画图表，也就是类似GIF动图，感觉很有趣，也是动态图表呈现的一个非常独特的领域，刚刚研究出了些成果，今天这篇分享使用GIF动画+球型投影来制作呈现地球转动效果的动态GIF图表。<br></p>
-<p>过程要使用谢益辉大神的动画包——animation，该包依赖可执行程序——ImageMagic，所以导入animation包之前要提前下载并安装该动画软件。</p>
+          <p><strong>中国人口金字塔动态图</strong></p>
+<p>以下是一个之前在网络上引起巨大轰动的人口金字塔动态图：</p>
+<p><img src="http://oqoy8x3as.bkt.clouddn.com/%E4%BA%BA%E5%8F%A3%E9%87%91%E5%AD%97%E5%A1%94%EF%BC%881950-2050%EF%BC%89.gif" alt="人口金字塔"></p>
+<p>没有找到原始数据，后来在UN的官网上找到了一个五年间隔的数据，顺便还原了下图表：</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/28/动态世界地图/#more" rel="contents">
+            <a class="btn" href="/2017/05/29/中国人口金字塔动态图/#more" rel="contents">
               阅读全文 &raquo;
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+                <a class="post-title-link" href="/2017/05/28/动态世界地图/" itemprop="url">动态世界地图</a></h1>
         
 
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@@ -1702,7 +1701,7 @@ <h1 class="post-title" itemprop="name headline">
               
                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-28T08:55:27+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-28T11:30:32+08:00">
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-                  <a href="/categories/仪表盘/" itemprop="url" rel="index">
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+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
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+                  <span id="url::http://www.raindu.com/2017/05/28/动态世界地图/" class="cy_cmt_count" data-xid="2017/05/28/动态世界地图/" itemprop="commentsCount" ></span>
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@@ -1753,7 +1752,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
-             <span id="/2017/05/28/炫彩仪表盘图表/" class="leancloud_visitors" data-flag-title="炫彩仪表盘图表">
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@@ -1778,7 +1777,7 @@ <h1 class="post-title" itemprop="name headline">
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@@ -1813,11 +1812,12 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>该图表示利用ggplot2来模拟制作实际商务分析场景中应用的单值仪表盘。</p>
-<p>这种单值仪表盘最初发源于汽车驾驶舱的控制系统，也广泛用于飞行器、机械驾驶舱内的导航控制系统，但用在商务分析与决策系统却是别有一番风味。</p>
+          <p><strong>上帝视角——给世界一个特写~</strong></p>
+<p>最近在研究使用R包制作动画图表，也就是类似GIF动图，感觉很有趣，也是动态图表呈现的一个非常独特的领域，刚刚研究出了些成果，今天这篇分享使用GIF动画+球型投影来制作呈现地球转动效果的动态GIF图表。<br></p>
+<p>过程要使用谢益辉大神的动画包——animation，该包依赖可执行程序——ImageMagic，所以导入animation包之前要提前下载并安装该动画软件。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/28/炫彩仪表盘图表/#more" rel="contents">
+            <a class="btn" href="/2017/05/28/动态世界地图/#more" rel="contents">
               阅读全文 &raquo;
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                 <span class="post-meta-item-text">发表于</span>
               
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+                  <span id="url::http://www.raindu.com/2017/05/28/炫彩仪表盘图表/" class="cy_cmt_count" data-xid="2017/05/28/炫彩仪表盘图表/" itemprop="commentsCount" ></span>
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                <span class="post-meta-divider">|</span>
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+                  733 字
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-          <p>该图表案例来源于某财经杂志，我是从刘万祥老师那里看来的，之后又在知乎上发现有人发帖求做法。我就抱着试一试的心态，用ggplot2尝试着做，没想到真的让我给弄出来了。</p>
-<p>这里分享给大家我的做法和思路：</p>
+          <p>该图表示利用ggplot2来模拟制作实际商务分析场景中应用的单值仪表盘。</p>
+<p>这种单值仪表盘最初发源于汽车驾驶舱的控制系统，也广泛用于飞行器、机械驾驶舱内的导航控制系统，但用在商务分析与决策系统却是别有一番风味。</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/27/鱼眼百分比信息图/#more" rel="contents">
+            <a class="btn" href="/2017/05/28/炫彩仪表盘图表/#more" rel="contents">
               阅读全文 &raquo;
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-                <a class="post-title-link" href="/2017/05/27/北京历史天气emoji表情包可视化/" itemprop="url">北京历史天气emoji表情包可视化</a></h1>
+                <a class="post-title-link" href="/2017/05/27/鱼眼百分比信息图/" itemprop="url">鱼眼百分比信息图</a></h1>
         
 
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                 <span class="post-meta-item-text">发表于</span>
               
-              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-27T09:35:27+08:00">
+              <time title="创建于" itemprop="dateCreated datePublished" datetime="2017-05-27T19:11:30+08:00">
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-                  <a href="/categories/R语言/" itemprop="url" rel="index">
-                    <span itemprop="name">R语言</span>
+                  <a href="/categories/数据可视化/" itemprop="url" rel="index">
+                    <span itemprop="name">数据可视化</span>
                   </a>
                 </span>
 
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+                <a href="/2017/05/27/鱼眼百分比信息图/#SOHUCS" itemprop="discussionUrl">
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@@ -2137,7 +2137,7 @@ <h1 class="post-title" itemprop="name headline">
 
           
           
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+             <span id="/2017/05/27/鱼眼百分比信息图/" class="leancloud_visitors" data-flag-title="鱼眼百分比信息图">
                <span class="post-meta-divider">|</span>
                <span class="post-meta-item-icon">
                  <i class="fa fa-eye"></i>
@@ -2162,7 +2162,7 @@ <h1 class="post-title" itemprop="name headline">
                   <span class="post-meta-item-text">字数统计</span>
                 
                 <span title="字数统计">
-                  1,164 字
+                  767 字
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@@ -2178,7 +2178,7 @@ <h1 class="post-title" itemprop="name headline">
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                 <span title="阅读时长">
-                  6 分钟
+                  4 分钟
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@@ -2197,11 +2197,11 @@ <h1 class="post-title" itemprop="name headline">
 
       
         
-          <p>最近在网络上看到一个R圈大神开发的关于emoji表情包，可以将表情装入ggplot2的aes（）函数美学映射内。</p>
-<p>感觉这是一个很好的创意，我学着它的路子，抓取了北京历史天气数据，用该不同表情还原了一年中的不同天气。</p>
+          <p>该图表案例来源于某财经杂志，我是从刘万祥老师那里看来的，之后又在知乎上发现有人发帖求做法。我就抱着试一试的心态，用ggplot2尝试着做，没想到真的让我给弄出来了。</p>
+<p>这里分享给大家我的做法和思路：</p>
           <!--noindex-->
           <div class="post-button text-center">
-            <a class="btn" href="/2017/05/27/北京历史天气emoji表情包可视化/#more" rel="contents">
+            <a class="btn" href="/2017/05/27/鱼眼百分比信息图/#more" rel="contents">
               阅读全文 &raquo;
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@@ -2287,7 +2287,7 @@ <h1 class="post-title" itemprop="name headline">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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-  <span class="post-count">博客全站共117.0k字</span>
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index 7fef9bd2..f5548d9c 100644
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+        
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+                 <span class="post-meta-item-text">阅读次数 </span>
+               
+                 <span class="leancloud-visitors-count"></span>
+             </span>
+          
+
+          
+
+          
+            <div class="post-wordcount">
+              
+                <span class="post-meta-divider">|</span>
+                <span class="post-meta-item-icon">
+                  <i class="fa fa-file-word-o"></i>
+                </span>
+                
+                  <span class="post-meta-item-text">字数统计</span>
+                
+                <span title="字数统计">
+                  1,164 字
+                </span>
+              
+
+              
+                <span class="post-meta-divider">|</span>
+              
+
+              
+                <span class="post-meta-item-icon">
+                  <i class="fa fa-clock-o"></i>
+                </span>
+                
+                  <span class="post-meta-item-text">阅读时长</span>
+                
+                <span title="阅读时长">
+                  6 分钟
+                </span>
+              
+            </div>
+          
+
+          
+
+        </div>
+      </header>
+    
+
+    <div class="post-body" itemprop="articleBody">
+
+      
+      
+
+      
+        
+          <p>最近在网络上看到一个R圈大神开发的关于emoji表情包，可以将表情装入ggplot2的aes（）函数美学映射内。</p>
+<p>感觉这是一个很好的创意，我学着它的路子，抓取了北京历史天气数据，用该不同表情还原了一年中的不同天气。</p>
+          <!--noindex-->
+          <div class="post-button text-center">
+            <a class="btn" href="/2017/05/27/北京历史天气emoji表情包可视化/#more" rel="contents">
+              阅读全文 &raquo;
+            </a>
+          </div>
+          <!--/noindex-->
+        
+      
+    </div>
+
+    <div>
+      
+    </div>
+
+    <div>
+      
+    </div>
+
+    <div>
+      
+    </div>
+
+    <footer class="post-footer">
+      
+
+      
+
+      
+
+      
+      
+        <div class="post-eof"></div>
+      
+    </footer>
+  </article>
+
+
+    
+      
+
+  
+
+  
+  
+  
+
   <article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
     <link itemprop="mainEntityOfPage" href="http://www.raindu.com/2017/05/26/仿ECO事件圆环图/">
 
@@ -1521,7 +1713,7 @@ <h3 id="数据获取"><a href="#数据获取" class="headerlink" title="数据
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
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@@ -1652,7 +1844,7 @@ <h3 id="数据获取"><a href="#数据获取" class="headerlink" title="数据
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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diff --git a/search.xml b/search.xml
index d41ca992..71b779da 100644
--- a/search.xml
+++ b/search.xml
@@ -1,5 +1,18 @@
 <?xml version="1.0" encoding="utf-8"?>
 <search>
+  <entry>
+    <title><![CDATA[超强脑洞第五弹——ggplot 构造连环饼图]]></title>
+    <url>%2F2017%2F07%2F27%2F%E8%B6%85%E5%BC%BA%E8%84%91%E6%B4%9E%E7%AC%AC%E4%BA%94%E5%BC%B9%E2%80%94%E2%80%94ggplot-%E6%9E%84%E9%80%A0%E8%BF%9E%E7%8E%AF%E9%A5%BC%E5%9B%BE%2F</url>
+    <content type="text"><![CDATA[今天这篇之前曾有涉略过，就是利用ggplot的辅助插件工具——scatterpie制作基于气泡图的饼图，之前曾在地图图层上演示过此种类似图表，不过这里我将其与折线图融合，案例来源于陈荣兴老师的名作——《Excel图表拒绝平庸》。 数据准备：123library("ggplot2")library("scatterpie")library("Cairo") 数据集构造：12345678mydata&lt;-c(1,1,1,1,1,1,1,1,1,2,3,2,3,5,5,1,1,1,1,1,2,2,4,5,1,3,2,3,5,5,4,2,4,2,1,2,1,1,0.5,0.5)Dummy&lt;-5*seq(1:8)mynewdata&lt;-matrix(mydata,nrow=8,ncol=5,byrow=T)colnames(mynewdata)&lt;-c("S1","S2","S3","S4","S5")mynewdata&lt;-as.data.frame(mynewdata)as.integer(mynewdata1$Year)mynewdata1&lt;-cbind(Year,Dummy,Data,mynewdata)as.integer(mynewdata1$Dummy) 构造色盘：12color1&lt;-c("#FF2D2D","#F79646","#4BACC6","#FFC000","#92D050")color2&lt;-c("#17375E","#23538D","#558ED5","#8EB4E3","#C6D9F1") 图形可视化：色盘1图表输出：123456789101112131415161718CairoPNG(file="C:/Users/Administrator/Desktop/scatterpie1.png",width=500,height=330)ggplot()+geom_line(data=mynewdata1,aes(x=Dummy,y=Data,group=1),col="#085264",size=.8)+geom_scatterpie(data=mynewdata1,aes(x=Dummy,y=Data,r=2),cols=colnames(mynewdata1)[4:8],color=NA)+ylim(0,25)+scale_fill_manual(values=color1)+scale_x_continuous(breaks=mynewdata1$Dummy,labels=c(2004:2011))+guides( fill=guide_legend(label.position ="top"))+theme(axis.title=element_blank(),legend.title=element_blank(),panel.background=element_blank(),axis.line=element_line(),axis.ticks=element_line(),legend.direction="horizontal",legend.position=c(0.15,0.9),)dev.off() 色盘2输出：123456789101112131415161718CairoPNG(file="C:/Users/Administrator/Desktop/scatterpie2.png",width=500,height=330)ggplot()+geom_line(data=mynewdata1,aes(x=Dummy,y=Data,group=1),col="#085264",size=.8)+geom_scatterpie(data=mynewdata1,aes(x=Dummy,y=Data,r=2),cols=colnames(mynewdata1)[4:8],color=NA)+ylim(0,25)+scale_fill_manual(values=color2)+scale_x_continuous(breaks=mynewdata1$Dummy,labels=c(2004:2011))+guides( fill=guide_legend(label.position ="top"))+theme(axis.title=element_blank(),legend.title=element_blank(),panel.background=element_blank(),axis.line=element_line(),axis.ticks=element_line(),legend.direction="horizontal",legend.position=c(0.15,0.9),)dev.off() 本来原始图表在案例中使用VBA写的，大体思路是在折线图对应点位置强制插入8个饼图对象。（就是对应八个点位置的饼图）思路虽好，可是VBA的笨拙语法操作起来实在不易，代码量巨大。 源案例代码截图： 而使用R语言，不算主题修饰成分，核心代码只有短短6行，由此可见R在图形操控方面的便利。 核心要点总结：本例适用场景： 基于时间维度的个指标结构分解（年度GDP构成）； 基于地域维度的指标构成分解。（不同地区产品销量、销额等）。 核心要点： 需掌握geom_scatterpie 图层函数要义（其实就是熟知scatterpie包的参数）； 保证横、纵轴刻度线量级一致，细心地童鞋可能已经发现，我并未直接将X轴映射给Year变量，而是费事儿的用0,5,10……40等间隔为5的数值来作为X轴，之后才将刻度标签替换成2004~2011的年份（具有实际意义的指标）。原因就是因为规避横纵坐标量级差异导致饼图变形。（算是scatterpie的bug吧，无法自动优化饼图半径）。 联系方式：wechat：ljty1991Mail:578708965@qq.com个人公众号：数据小魔方（datamofang）团队公众号：EasyChartsqq交流群：[魔方学院]298236508 个人简介：杜雨财经专业研究僧；伪数据可视化达人；文科背景的编程小白；喜欢研究商务图表与地理信息数据可视化，爱倒腾PowerBI、SAP DashBoard、Tableau、R ggplot2、Think-cell chart等诸如此类的数据可视化软件，创建并运营微信公众号“数据小魔方”。Mail:578708965@qq.com 备注信息：本作品采用知识共享署名-非商业性使用 4.0 国际许可协议]]></content>
+      <categories>
+        <category>R语言</category>
+      </categories>
+      <tags>
+        <tag>数据可视化</tag>
+        <tag>R语言</tag>
+        <tag>ggplot2</tag>
+      </tags>
+  </entry>
   <entry>
     <title><![CDATA[超强脑洞第四弹——ggplot构造甘特图]]></title>
     <url>%2F2017%2F07%2F26%2F%E8%B6%85%E5%BC%BA%E8%84%91%E6%B4%9E%E7%AC%AC%E5%9B%9B%E5%BC%B9%E2%80%94%E2%80%94ggplot%E6%9E%84%E9%80%A0%E7%94%98%E7%89%B9%E5%9B%BE%2F</url>
@@ -252,8 +265,8 @@
       <tags>
         <tag>数据可视化</tag>
         <tag>R语言</tag>
-        <tag>ggplot2</tag>
         <tag>图表美化</tag>
+        <tag>ggplot2</tag>
         <tag>ggtech</tag>
       </tags>
   </entry>
@@ -422,8 +435,8 @@
       <tags>
         <tag>数据可视化</tag>
         <tag>R语言</tag>
-        <tag>主题定制</tag>
         <tag>图表美化</tag>
+        <tag>主题定制</tag>
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   </entry>
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@@ -643,8 +656,8 @@
         <tag>数据可视化</tag>
         <tag>R语言</tag>
         <tag>地理信息可视化</tag>
-        <tag>热力密度地图</tag>
         <tag>REmap</tag>
+        <tag>热力密度地图</tag>
       </tags>
   </entry>
   <entry>
@@ -658,8 +671,8 @@
         <tag>数据可视化</tag>
         <tag>R语言</tag>
         <tag>地理信息可视化</tag>
-        <tag>REmap</tag>
         <tag>填充地图</tag>
+        <tag>REmap</tag>
       </tags>
   </entry>
   <entry>
diff --git a/sitemap.xml b/sitemap.xml
index 128256cf..6648eaaf 100644
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+++ b/sitemap.xml
@@ -1,6 +1,13 @@
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 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   
+  <url>
+    <loc>http://www.raindu.com/2017/07/27/%E8%B6%85%E5%BC%BA%E8%84%91%E6%B4%9E%E7%AC%AC%E4%BA%94%E5%BC%B9%E2%80%94%E2%80%94ggplot-%E6%9E%84%E9%80%A0%E8%BF%9E%E7%8E%AF%E9%A5%BC%E5%9B%BE/</loc>
+    
+    <lastmod>2017-07-27T15:13:41.405Z</lastmod>
+    
+  </url>
+  
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diff --git a/tags/Excel/index.html b/tags/Excel/index.html
index 20de85b8..83c9885c 100644
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             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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diff --git a/tags/HTML/index.html b/tags/HTML/index.html
index e948f1fd..63e7cbce 100644
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index 1e8fa6d7..62b48d4a 100644
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index 91c94fad..7587861a 100644
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diff --git a/tags/REmap/index.html b/tags/REmap/index.html
index 94ac1241..7723ca1c 100644
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             <div class="site-state-item site-state-posts">
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-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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index c3214cc4..10eece0f 100644
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+++ "b/tags/R\350\257\255\350\250\200/index.html"
@@ -322,6 +322,34 @@ <h1>R语言<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
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+            <a class="post-title-link" href="/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/" itemprop="url">
+              
+                <span itemprop="name">超强脑洞第五弹——ggplot 构造连环饼图</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-07-27T23:05:46+08:00"
+              content="2017-07-27" >
+          07-27
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+    
+      
+
   <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
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               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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               </a>
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@@ -780,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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index 639a58a1..e808e57d 100644
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+++ "b/tags/R\350\257\255\350\250\200/page/2/index.html"
@@ -322,6 +322,34 @@ <h1>R语言<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
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+            <a class="post-title-link" href="/2017/07/03/那些年做过的图表/" itemprop="url">
+              
+                <span itemprop="name">那些年做过的图表</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-07-03T21:35:31+08:00"
+              content="2017-07-03" >
+          07-03
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+    
+      
+
   <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
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             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
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@@ -780,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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+++ "b/tags/\344\277\241\346\201\257\345\233\276/index.html"
@@ -505,7 +505,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -636,7 +636,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\212\250\346\200\201\345\233\276\350\241\250/index.html" "b/tags/\345\212\250\346\200\201\345\233\276\350\241\250/index.html"
index 2f0e499e..f62d6ab4 100644
--- "a/tags/\345\212\250\346\200\201\345\233\276\350\241\250/index.html"
+++ "b/tags/\345\212\250\346\200\201\345\233\276\350\241\250/index.html"
@@ -421,7 +421,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -552,7 +552,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\212\250\346\200\201\345\234\260\345\233\276/index.html" "b/tags/\345\212\250\346\200\201\345\234\260\345\233\276/index.html"
index c6610eb9..ec22d265 100644
--- "a/tags/\345\212\250\346\200\201\345\234\260\345\233\276/index.html"
+++ "b/tags/\345\212\250\346\200\201\345\234\260\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\225\206\345\212\241\345\233\276\350\241\250/index.html" "b/tags/\345\225\206\345\212\241\345\233\276\350\241\250/index.html"
index 47301573..27f830ea 100644
--- "a/tags/\345\225\206\345\212\241\345\233\276\350\241\250/index.html"
+++ "b/tags/\345\225\206\345\212\241\345\233\276\350\241\250/index.html"
@@ -589,7 +589,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -720,7 +720,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\225\206\345\212\241\346\231\272\350\203\275/index.html" "b/tags/\345\225\206\345\212\241\346\231\272\350\203\275/index.html"
index 0ce8138e..22832de7 100644
--- "a/tags/\345\225\206\345\212\241\346\231\272\350\203\275/index.html"
+++ "b/tags/\345\225\206\345\212\241\346\231\272\350\203\275/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\233\275\344\272\247\347\224\265\345\275\261/index.html" "b/tags/\345\233\275\344\272\247\347\224\265\345\275\261/index.html"
index 27aea33b..8201385a 100644
--- "a/tags/\345\233\275\344\272\247\347\224\265\345\275\261/index.html"
+++ "b/tags/\345\233\275\344\272\247\347\224\265\345\275\261/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\233\276\345\261\202\346\216\247\345\210\266/index.html" "b/tags/\345\233\276\345\261\202\346\216\247\345\210\266/index.html"
index 62eb1cd4..69020496 100644
--- "a/tags/\345\233\276\345\261\202\346\216\247\345\210\266/index.html"
+++ "b/tags/\345\233\276\345\261\202\346\216\247\345\210\266/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\233\276\350\241\250\347\276\216\345\214\226/index.html" "b/tags/\345\233\276\350\241\250\347\276\216\345\214\226/index.html"
index a823598c..24ecdbcc 100644
--- "a/tags/\345\233\276\350\241\250\347\276\216\345\214\226/index.html"
+++ "b/tags/\345\233\276\350\241\250\347\276\216\345\214\226/index.html"
@@ -477,7 +477,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -608,7 +608,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\234\206\347\216\257\345\233\276/index.html" "b/tags/\345\234\206\347\216\257\345\233\276/index.html"
index 85719715..200dba34 100644
--- "a/tags/\345\234\206\347\216\257\345\233\276/index.html"
+++ "b/tags/\345\234\206\347\216\257\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\234\250\347\272\277\345\234\260\345\233\276/index.html" "b/tags/\345\234\250\347\272\277\345\234\260\345\233\276/index.html"
index 2331673b..8c782a17 100644
--- "a/tags/\345\234\250\347\272\277\345\234\260\345\233\276/index.html"
+++ "b/tags/\345\234\250\347\272\277\345\234\260\345\233\276/index.html"
@@ -649,7 +649,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -780,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\234\250\347\272\277\345\234\260\345\233\276/page/2/index.html" "b/tags/\345\234\250\347\272\277\345\234\260\345\233\276/page/2/index.html"
index 4ed6791e..0350537a 100644
--- "a/tags/\345\234\250\347\272\277\345\234\260\345\233\276/page/2/index.html"
+++ "b/tags/\345\234\250\347\272\277\345\234\260\345\233\276/page/2/index.html"
@@ -425,7 +425,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -556,7 +556,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html" "b/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html"
index 5cdf9387..27cd26ec 100644
--- "a/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/index.html"
@@ -649,7 +649,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -780,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html" "b/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html"
index 222ad567..a6ec1de0 100644
--- "a/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html"
+++ "b/tags/\345\234\260\347\220\206\344\277\241\346\201\257\345\217\257\350\247\206\345\214\226/page/2/index.html"
@@ -565,7 +565,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -696,7 +696,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\241\253\345\205\205\345\234\260\345\233\276/index.html" "b/tags/\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
index f851f489..fa9c3d15 100644
--- "a/tags/\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
+++ "b/tags/\345\241\253\345\205\205\345\234\260\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\241\253\350\211\262\345\234\260\345\233\276/index.html" "b/tags/\345\241\253\350\211\262\345\234\260\345\233\276/index.html"
index 484414db..cfbc9b67 100644
--- "a/tags/\345\241\253\350\211\262\345\234\260\345\233\276/index.html"
+++ "b/tags/\345\241\253\350\211\262\345\234\260\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\244\232\350\276\271\345\275\242\345\241\253\345\205\205/index.html" "b/tags/\345\244\232\350\276\271\345\275\242\345\241\253\345\205\205/index.html"
index 36e4c9fe..814ad7b6 100644
--- "a/tags/\345\244\232\350\276\271\345\275\242\345\241\253\345\205\205/index.html"
+++ "b/tags/\345\244\232\350\276\271\345\275\242\345\241\253\345\205\205/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\345\255\227\347\254\246\344\270\262/index.html" "b/tags/\345\255\227\347\254\246\344\270\262/index.html"
index 44997bfb..5e7534a6 100644
--- "a/tags/\345\255\227\347\254\246\344\270\262/index.html"
+++ "b/tags/\345\255\227\347\254\246\344\270\262/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\346\216\222\347\211\210/index.html" "b/tags/\346\216\222\347\211\210/index.html"
index ae2540f8..50b55173 100644
--- "a/tags/\346\216\222\347\211\210/index.html"
+++ "b/tags/\346\216\222\347\211\210/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\346\225\260\346\215\256\345\210\206\346\236\220/index.html" "b/tags/\346\225\260\346\215\256\345\210\206\346\236\220/index.html"
index f61b9048..a6ad5eec 100644
--- "a/tags/\346\225\260\346\215\256\345\210\206\346\236\220/index.html"
+++ "b/tags/\346\225\260\346\215\256\345\210\206\346\236\220/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html" "b/tags/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
index 2b93f34d..15ecd1a6 100644
--- "a/tags/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/tags/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/index.html"
@@ -322,6 +322,34 @@ <h1>数据可视化<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/07/27/超强脑洞第五弹——ggplot-构造连环饼图/" itemprop="url">
+              
+                <span itemprop="name">超强脑洞第五弹——ggplot 构造连环饼图</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-07-27T23:05:46+08:00"
+              content="2017-07-27" >
+          07-27
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+    
+      
+
   <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
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-  <span class="post-count">博客全站共117.0k字</span>
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+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
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+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/30/一篇全是代码的数据可视化案例/" itemprop="url">
+              
+                <span itemprop="name">一篇全是代码的数据可视化案例</span>
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+            </a>
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+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-30T17:38:13+08:00"
+              content="2017-06-30" >
+          06-30
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+    
+      
+
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-  <span class="post-count">博客全站共117.0k字</span>
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@@ -322,6 +322,34 @@ <h1>数据可视化<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/20/R语言可视化——数据地图应用（东三省）/" itemprop="url">
+              
+                <span itemprop="name">R语言可视化——数据地图应用（东三省）</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-20T22:02:34+08:00"
+              content="2017-06-20" >
+          06-20
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+    
+      
+
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@@ -572,34 +600,6 @@ <h2 class="post-title">
 
 
     
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-              
-                <span itemprop="name">Excel依然是一款强大的数据可视化利器~</span>
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-        <time class="post-time" itemprop="dateCreated"
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             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
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@@ -322,6 +322,34 @@ <h1>数据可视化<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
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+
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+        
+            <a class="post-title-link" href="/2017/06/16/Excel依然是一款强大的数据可视化利器/" itemprop="url">
+              
+                <span itemprop="name">Excel依然是一款强大的数据可视化利器~</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-16T09:32:50+08:00"
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+    </header>
+  </article>
+
+
+    
+      
+
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@@ -572,34 +600,6 @@ <h2 class="post-title">
 
 
     
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-        <time class="post-time" itemprop="dateCreated"
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               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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@@ -780,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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index c507cb68..fa6a1dae 100644
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@@ -322,6 +322,34 @@ <h1>数据可视化<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
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+            <a class="post-title-link" href="/2017/06/08/R语言可视化——REmapH-中心热度图/" itemprop="url">
+              
+                <span itemprop="name">R语言可视化——REmapH(中心热度图)</span>
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+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-08T17:36:37+08:00"
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+    </header>
+  </article>
+
+
+    
+      
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             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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               </a>
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@@ -780,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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@@ -322,6 +322,34 @@ <h1>数据可视化<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/06/02/动态地理信息可视化——leaflet在线地图简介/" itemprop="url">
+              
+                <span itemprop="name">动态地理信息可视化——leaflet在线地图简介</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-06-02T15:14:53+08:00"
+              content="2017-06-02" >
+          06-02
+        </time>
+      </div>
+
+    </header>
+  </article>
+
+
+    
+      
+
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             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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               </a>
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@@ -780,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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diff --git "a/tags/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/7/index.html" "b/tags/\346\225\260\346\215\256\345\217\257\350\247\206\345\214\226/page/7/index.html"
index d1398fec..da02e31c 100644
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@@ -322,6 +322,34 @@ <h1>数据可视化<small>标签</small>
     
       
 
+  <article class="post post-type-normal" itemscope itemtype="http://schema.org/Article">
+    <header class="post-header">
+
+      <h2 class="post-title">
+        
+            <a class="post-title-link" href="/2017/05/28/动态世界地图/" itemprop="url">
+              
+                <span itemprop="name">动态世界地图</span>
+              
+            </a>
+        
+      </h2>
+
+      <div class="post-meta">
+        <time class="post-time" itemprop="dateCreated"
+              datetime="2017-05-28T11:30:32+08:00"
+              content="2017-05-28" >
+          05-28
+        </time>
+      </div>
+
+    </header>
+  </article>
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+
+    
+      
+
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             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
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               </a>
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@@ -752,7 +780,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
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@@ -552,7 +552,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
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diff --git "a/tags/\346\225\260\346\215\256\345\234\260\345\233\276/index.html" "b/tags/\346\225\260\346\215\256\345\234\260\345\233\276/index.html"
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               <a href="/archives">
-                <span class="site-state-item-count">76</span>
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               </a>
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@@ -692,7 +692,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
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-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
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diff --git "a/tags/\346\225\260\346\215\256\346\270\205\346\264\227/index.html" "b/tags/\346\225\260\346\215\256\346\270\205\346\264\227/index.html"
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-                <span class="site-state-item-count">76</span>
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               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\346\225\260\346\215\256\351\225\277\345\256\275\350\275\254\346\215\242/index.html" "b/tags/\346\225\260\346\215\256\351\225\277\345\256\275\350\275\254\346\215\242/index.html"
index 9f9b96ad..ea12351f 100644
--- "a/tags/\346\225\260\346\215\256\351\225\277\345\256\275\350\275\254\346\215\242/index.html"
+++ "b/tags/\346\225\260\346\215\256\351\225\277\345\256\275\350\275\254\346\215\242/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\346\236\201\345\235\220\346\240\207/index.html" "b/tags/\346\236\201\345\235\220\346\240\207/index.html"
index a8cd08d5..cd6001db 100644
--- "a/tags/\346\236\201\345\235\220\346\240\207/index.html"
+++ "b/tags/\346\236\201\345\235\220\346\240\207/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\346\260\224\346\263\241\344\272\221\345\233\276-superbubble/index.html" "b/tags/\346\260\224\346\263\241\344\272\221\345\233\276-superbubble/index.html"
index a92218aa..fda681e5 100644
--- "a/tags/\346\260\224\346\263\241\344\272\221\345\233\276-superbubble/index.html"
+++ "b/tags/\346\260\224\346\263\241\344\272\221\345\233\276-superbubble/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\203\255\345\212\233\345\234\260\345\233\276/index.html" "b/tags/\347\203\255\345\212\233\345\234\260\345\233\276/index.html"
index c9cb3c00..2973988e 100644
--- "a/tags/\347\203\255\345\212\233\345\234\260\345\233\276/index.html"
+++ "b/tags/\347\203\255\345\212\233\345\234\260\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\203\255\345\212\233\345\257\206\345\272\246\345\234\260\345\233\276/index.html" "b/tags/\347\203\255\345\212\233\345\257\206\345\272\246\345\234\260\345\233\276/index.html"
index 78f59a6f..087b0e3b 100644
--- "a/tags/\347\203\255\345\212\233\345\257\206\345\272\246\345\234\260\345\233\276/index.html"
+++ "b/tags/\347\203\255\345\212\233\345\257\206\345\272\246\345\234\260\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\210\254\350\231\253/index.html" "b/tags/\347\210\254\350\231\253/index.html"
index 451b6e50..62116a5e 100644
--- "a/tags/\347\210\254\350\231\253/index.html"
+++ "b/tags/\347\210\254\350\231\253/index.html"
@@ -533,7 +533,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -664,7 +664,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\211\210\345\274\217\350\256\276\350\256\241/index.html" "b/tags/\347\211\210\345\274\217\350\256\276\350\256\241/index.html"
index 3f2567e4..cfe0b8e7 100644
--- "a/tags/\347\211\210\345\274\217\350\256\276\350\256\241/index.html"
+++ "b/tags/\347\211\210\345\274\217\350\256\276\350\256\241/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\211\210\351\235\242\346\216\247\345\210\266/index.html" "b/tags/\347\211\210\351\235\242\346\216\247\345\210\266/index.html"
index cb5bf43d..8ca4c734 100644
--- "a/tags/\347\211\210\351\235\242\346\216\247\345\210\266/index.html"
+++ "b/tags/\347\211\210\351\235\242\346\216\247\345\210\266/index.html"
@@ -421,7 +421,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -552,7 +552,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\211\210\351\235\242\350\256\276\350\256\241/index.html" "b/tags/\347\211\210\351\235\242\350\256\276\350\256\241/index.html"
index 88d3dad8..99590538 100644
--- "a/tags/\347\211\210\351\235\242\350\256\276\350\256\241/index.html"
+++ "b/tags/\347\211\210\351\235\242\350\256\276\350\256\241/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\216\253\347\221\260\345\233\276/index.html" "b/tags/\347\216\253\347\221\260\345\233\276/index.html"
index 1a3b97b7..92546350 100644
--- "a/tags/\347\216\253\347\221\260\345\233\276/index.html"
+++ "b/tags/\347\216\253\347\221\260\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\251\272\346\260\224\350\264\250\351\207\217\345\217\257\350\247\206\345\214\226/index.html" "b/tags/\347\251\272\346\260\224\350\264\250\351\207\217\345\217\257\350\247\206\345\214\226/index.html"
index 50d94eaf..f2e6f163 100644
--- "a/tags/\347\251\272\346\260\224\350\264\250\351\207\217\345\217\257\350\247\206\345\214\226/index.html"
+++ "b/tags/\347\251\272\346\260\224\350\264\250\351\207\217\345\217\257\350\247\206\345\214\226/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\275\221\347\273\234\346\212\223\345\217\226/index.html" "b/tags/\347\275\221\347\273\234\346\212\223\345\217\226/index.html"
index 4cf9b5dc..6758eb7e 100644
--- "a/tags/\347\275\221\347\273\234\346\212\223\345\217\226/index.html"
+++ "b/tags/\347\275\221\347\273\234\346\212\223\345\217\226/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\347\275\221\347\273\234\347\210\254\350\231\253/index.html" "b/tags/\347\275\221\347\273\234\347\210\254\350\231\253/index.html"
index 567fb1ed..ca53f5fc 100644
--- "a/tags/\347\275\221\347\273\234\347\210\254\350\231\253/index.html"
+++ "b/tags/\347\275\221\347\273\234\347\210\254\350\231\253/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\350\247\206\350\247\211\344\277\241\345\217\267/index.html" "b/tags/\350\247\206\350\247\211\344\277\241\345\217\267/index.html"
index 6296e803..91d53921 100644
--- "a/tags/\350\247\206\350\247\211\344\277\241\345\217\267/index.html"
+++ "b/tags/\350\247\206\350\247\211\344\277\241\345\217\267/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\350\267\257\345\276\204\345\233\276/index.html" "b/tags/\350\267\257\345\276\204\345\233\276/index.html"
index b8c67a69..6151236a 100644
--- "a/tags/\350\267\257\345\276\204\345\233\276/index.html"
+++ "b/tags/\350\267\257\345\276\204\345\233\276/index.html"
@@ -477,7 +477,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -608,7 +608,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\351\205\215\350\211\262/index.html" "b/tags/\351\205\215\350\211\262/index.html"
index 2769975c..a2dfd35c 100644
--- "a/tags/\351\205\215\350\211\262/index.html"
+++ "b/tags/\351\205\215\350\211\262/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\351\205\215\350\211\262\346\212\200\345\267\247/index.html" "b/tags/\351\205\215\350\211\262\346\212\200\345\267\247/index.html"
index 606e6726..ad5600f4 100644
--- "a/tags/\351\205\215\350\211\262\346\212\200\345\267\247/index.html"
+++ "b/tags/\351\205\215\350\211\262\346\212\200\345\267\247/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">
diff --git "a/tags/\351\245\274\345\233\276/index.html" "b/tags/\351\245\274\345\233\276/index.html"
index 8e9bf5a1..00c7af67 100644
--- "a/tags/\351\245\274\345\233\276/index.html"
+++ "b/tags/\351\245\274\345\233\276/index.html"
@@ -393,7 +393,7 @@ <h2 class="post-title">
           
             <div class="site-state-item site-state-posts">
               <a href="/archives">
-                <span class="site-state-item-count">76</span>
+                <span class="site-state-item-count">77</span>
                 <span class="site-state-item-name">日志</span>
               </a>
             </div>
@@ -524,7 +524,7 @@ <h2 class="post-title">
 
 <div class="theme-info">
   <div class="powered-by"></div>
-  <span class="post-count">博客全站共117.0k字</span>
+  <span class="post-count">博客全站共117.9k字</span>
 </div>
 
 <div class="theme-info">