diff --git a/content/examples/PSL_demo.html b/content/examples/PSL_demo.html
index 93d8f7bf..0dedfb5f 100644
--- a/content/examples/PSL_demo.html
+++ b/content/examples/PSL_demo.html
@@ -527,7 +527,7 @@ <h2>First things first, import necessary packages<a class="headerlink" href="#fi
     </style>
     <div>
         <a href="https://bokeh.org" target="_blank" class="bk-notebook-logo"></a>
-        <span id="d40920a2-3f3b-4484-8752-ff3a57df54be">Loading BokehJS ...</span>
+        <span id="e49c1d58-f021-47d4-9f9f-9571f08b111a">Loading BokehJS ...</span>
     </div>
 </div><script type="application/javascript">'use strict';
 (function(root) {
@@ -692,7 +692,7 @@ <h2>First things first, import necessary packages<a class="headerlink" href="#fi
      "</div>"}};
 
   function display_loaded(error = null) {
-    const el = document.getElementById("d40920a2-3f3b-4484-8752-ff3a57df54be");
+    const el = document.getElementById("e49c1d58-f021-47d4-9f9f-9571f08b111a");
     if (el != null) {
       const html = (() => {
         if (typeof root.Bokeh === "undefined") {
@@ -826,7 +826,7 @@ <h2>First things first, import necessary packages<a class="headerlink" href="#fi
       console.log("Bokeh: BokehJS failed to load within specified timeout.");
       root._bokeh_failed_load = true;
     } else if (force !== true) {
-      const cell = $(document.getElementById("d40920a2-3f3b-4484-8752-ff3a57df54be")).parents('.cell').data().cell;
+      const cell = $(document.getElementById("e49c1d58-f021-47d4-9f9f-9571f08b111a")).parents('.cell').data().cell;
       cell.output_area.append_execute_result(NB_LOAD_WARNING)
     }
   }
@@ -1861,11 +1861,11 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
 </div>
 <div class="cell_output docutils container">
 <div class="output text_html">
-  <div id="fd211a6e-dda5-449d-9c0d-9131f635321d" data-root-id="p1004" style="display: contents;"></div>
+  <div id="d2b78185-6065-4e80-9aab-edc30583bef3" data-root-id="p1004" style="display: contents;"></div>
 </div><script type="application/javascript">(function(root) {
   function embed_document(root) {
-  const docs_json = {"bdd76e7d-0b0e-4fee-bac7-ad2308a5efbe":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1004","attributes":{"height":350,"x_range":{"type":"object","name":"FactorRange","id":"p1013","attributes":{"factors":["Equipment","Intellectual Property","Inventories","Land","Structures"],"range_padding":0.1}},"y_range":{"type":"object","name":"DataRange1d","id":"p1006"},"x_scale":{"type":"object","name":"CategoricalScale","id":"p1014"},"y_scale":{"type":"object","name":"LinearScale","id":"p1015"},"title":null,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1033","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1001","attributes":{"selected":{"type":"object","name":"Selection","id":"p1002","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1003"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"AAAAAAEAAAACAAAAAwAAAAQAAAA="},"shape":[5],"dtype":"int32","order":"little"}],["major_asset_group",{"type":"ndarray","array":["Equipment","Intellectual Property","Inventories","Land","Structures"],"shape":[5],"dtype":"object","order":"little"}],["Baseline",{"type":"ndarray","array":{"type":"bytes","data":"wdzpnaJjvz8Tu01ROv63PyzS617kbdI/3XLvJhus0D/swui1W93IPw=="},"shape":[5],"dtype":"float64","order":"little"}],["Reform",{"type":"ndarray","array":{"type":"bytes","data":"yF9izPiY4D/jSZZtUwfhP2b7obRmstk/plihHwYZ1z/NfRSiJ0fYPw=="},"shape":[5],"dtype":"float64","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1034","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1035"}}},"glyph":{"type":"object","name":"VBar","id":"p1030","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"type":"object","name":"Dodge","id":"p1026","attributes":{"range":{"id":"p1013"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1031","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1026"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1032","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1026"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1045","attributes":{"data_source":{"id":"p1001"},"view":{"type":"object","name":"CDSView","id":"p1046","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1047"}}},"glyph":{"type":"object","name":"VBar","id":"p1042","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"type":"object","name":"Dodge","id":"p1038","attributes":{"value":0.25,"range":{"id":"p1013"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1043","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1038"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1044","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1038"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"Span","id":"p1049","attributes":{"location":0.19283227931983626,"line_color":"#718dbf","line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"Span","id":"p1050","attributes":{"location":0.430550923049778,"line_color":"#e84d60","line_alpha":0.2,"line_width":2,"line_dash":[6]}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1012"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1021","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1022","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1023"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1024"}}}],"below":[{"type":"object","name":"CategoricalAxis","id":"p1016","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1017"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1018"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1019"}}}],"center":[{"type":"object","name":"Grid","id":"p1020","attributes":{"axis":{"id":"p1016"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1025","attributes":{"dimension":1,"axis":{"id":"p1021"}}},{"type":"object","name":"Legend","id":"p1036","attributes":{"location":"top_left","orientation":"horizontal","items":[{"type":"object","name":"LegendItem","id":"p1037","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1033"}]}},{"type":"object","name":"LegendItem","id":"p1048","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1045"}]}}]}}]}}]}};
-  const render_items = [{"docid":"bdd76e7d-0b0e-4fee-bac7-ad2308a5efbe","roots":{"p1004":"fd211a6e-dda5-449d-9c0d-9131f635321d"},"root_ids":["p1004"]}];
+  const docs_json = {"b96cc86c-ff9a-46e7-8e3f-8fb0adb89e67":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1004","attributes":{"height":350,"x_range":{"type":"object","name":"FactorRange","id":"p1013","attributes":{"factors":["Equipment","Intellectual Property","Inventories","Land","Structures"],"range_padding":0.1}},"y_range":{"type":"object","name":"DataRange1d","id":"p1006"},"x_scale":{"type":"object","name":"CategoricalScale","id":"p1014"},"y_scale":{"type":"object","name":"LinearScale","id":"p1015"},"title":null,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1033","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1001","attributes":{"selected":{"type":"object","name":"Selection","id":"p1002","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1003"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"AAAAAAEAAAACAAAAAwAAAAQAAAA="},"shape":[5],"dtype":"int32","order":"little"}],["major_asset_group",{"type":"ndarray","array":["Equipment","Intellectual Property","Inventories","Land","Structures"],"shape":[5],"dtype":"object","order":"little"}],["Baseline",{"type":"ndarray","array":{"type":"bytes","data":"wdzpnaJjvz8Tu01ROv63PyzS617kbdI/3XLvJhus0D/swui1W93IPw=="},"shape":[5],"dtype":"float64","order":"little"}],["Reform",{"type":"ndarray","array":{"type":"bytes","data":"yF9izPiY4D/jSZZtUwfhP2b7obRmstk/plihHwYZ1z/NfRSiJ0fYPw=="},"shape":[5],"dtype":"float64","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1034","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1035"}}},"glyph":{"type":"object","name":"VBar","id":"p1030","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"type":"object","name":"Dodge","id":"p1026","attributes":{"range":{"id":"p1013"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1031","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1026"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1032","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1026"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1045","attributes":{"data_source":{"id":"p1001"},"view":{"type":"object","name":"CDSView","id":"p1046","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1047"}}},"glyph":{"type":"object","name":"VBar","id":"p1042","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"type":"object","name":"Dodge","id":"p1038","attributes":{"value":0.25,"range":{"id":"p1013"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1043","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1038"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1044","attributes":{"x":{"type":"field","field":"major_asset_group","transform":{"id":"p1038"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"Span","id":"p1049","attributes":{"location":0.19283227931983626,"line_color":"#718dbf","line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"Span","id":"p1050","attributes":{"location":0.430550923049778,"line_color":"#e84d60","line_alpha":0.2,"line_width":2,"line_dash":[6]}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1012"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1021","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1022","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1023"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1024"}}}],"below":[{"type":"object","name":"CategoricalAxis","id":"p1016","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1017"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1018"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1019"}}}],"center":[{"type":"object","name":"Grid","id":"p1020","attributes":{"axis":{"id":"p1016"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1025","attributes":{"dimension":1,"axis":{"id":"p1021"}}},{"type":"object","name":"Legend","id":"p1036","attributes":{"location":"top_left","orientation":"horizontal","items":[{"type":"object","name":"LegendItem","id":"p1037","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1033"}]}},{"type":"object","name":"LegendItem","id":"p1048","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1045"}]}}]}}]}}]}};
+  const render_items = [{"docid":"b96cc86c-ff9a-46e7-8e3f-8fb0adb89e67","roots":{"p1004":"d2b78185-6065-4e80-9aab-edc30583bef3"},"root_ids":["p1004"]}];
   void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);
   }
   if (root.Bokeh !== undefined) {
@@ -1898,11 +1898,11 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
 </div>
 <div class="cell_output docutils container">
 <div class="output text_html">
-  <div id="a65942cd-5522-46ce-aada-6a18adfed42f" data-root-id="p1057" style="display: contents;"></div>
+  <div id="d24128b8-f6b5-4010-a708-01c673dcef33" data-root-id="p1057" style="display: contents;"></div>
 </div><script type="application/javascript">(function(root) {
   function embed_document(root) {
-  const docs_json = {"a5c732d2-a177-4e03-a8f7-c1286c220bc0":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1057","attributes":{"width":800,"height":800,"x_range":{"type":"object","name":"FactorRange","id":"p1066","attributes":{"factors":["Accommodation and food services","Administrative and waste management services","Agriculture, forestry, fishing, and hunting","Arts, entertainment, and recreation","Construction","Educational services","Finance and insurance","Health care and social assistance","Information","Management of companies and enterprises","Manufacturing","Mining","Other services, except government","Professional, scientific, and technical services","Real estate and rental and leasing","Retail trade","Transportation and warehousing","Utilities","Wholesale trade"],"range_padding":0.1}},"y_range":{"type":"object","name":"DataRange1d","id":"p1059"},"x_scale":{"type":"object","name":"CategoricalScale","id":"p1067"},"y_scale":{"type":"object","name":"LinearScale","id":"p1068"},"title":null,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1086","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1054","attributes":{"selected":{"type":"object","name":"Selection","id":"p1055","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1056"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAAoAAAALAAAADAAAAA0AAAAOAAAADwAAABAAAAARAAAAEgAAAA=="},"shape":[19],"dtype":"int32","order":"little"}],["major_industry",{"type":"ndarray","array":["Accommodation and food services","Administrative and waste management services","Agriculture, forestry, fishing, and hunting","Arts, entertainment, and recreation","Construction","Educational services","Finance and insurance","Health care and social assistance","Information","Management of companies and enterprises","Manufacturing","Mining","Other services, except government","Professional, scientific, and technical services","Real estate and rental and leasing","Retail trade","Transportation and warehousing","Utilities","Wholesale trade"],"shape":[19],"dtype":"object","order":"little"}],["Baseline",{"type":"ndarray","array":{"type":"bytes","data":"CMeyI4krzz83Dd8/KevFP1ixFOWORso/pqWtYXGjxj+wsdfxBHnKP7CQc/ADHM0/UxaUfUckyj9ZMB864prLP1TiJMokR8M/SHjy/GVczT8ktcfc/knIPyB28F8pQ78/q+CwxVNOyz9jW1/3wZnFPx4/5c6nQc8/NfoU7Meozz9k1XYiqHjBP8EbSM3yvL4/OhIt8THRzj8="},"shape":[19],"dtype":"float64","order":"little"}],["Reform",{"type":"ndarray","array":{"type":"bytes","data":"bCvomYZd2j9bDtYwQUnfPxxno6+s/9k/jdLF3C112j8UGjcaJrvcP6pRlQCopto/7G261oi+3z9kuPawcLfbPyOXaqB5qd0/AgmpN4m93T9eVoyJPEDdP+jxgMflUdo/oLmZR2QP2j9cD5HTDQzhPyYqhNWGZdg/NsBRSRL72j/8b46SKI7ZP7WuHbZGV9c/BZtN5+W+3D8="},"shape":[19],"dtype":"float64","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1087","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1088"}}},"glyph":{"type":"object","name":"VBar","id":"p1083","attributes":{"x":{"type":"field","field":"major_industry","transform":{"type":"object","name":"Dodge","id":"p1079","attributes":{"range":{"id":"p1066"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1084","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1079"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1085","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1079"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1098","attributes":{"data_source":{"id":"p1054"},"view":{"type":"object","name":"CDSView","id":"p1099","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1100"}}},"glyph":{"type":"object","name":"VBar","id":"p1095","attributes":{"x":{"type":"field","field":"major_industry","transform":{"type":"object","name":"Dodge","id":"p1091","attributes":{"value":0.25,"range":{"id":"p1066"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1096","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1091"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1097","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1091"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"Span","id":"p1102","attributes":{"location":0.19283227931983626,"line_color":"#718dbf","line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"Span","id":"p1103","attributes":{"location":0.430550923049778,"line_color":"#e84d60","line_alpha":0.2,"line_width":2,"line_dash":[6]}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1065"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1074","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1075","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1076"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1077"}}}],"below":[{"type":"object","name":"CategoricalAxis","id":"p1069","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1070"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1071"},"major_label_orientation":45,"major_label_policy":{"type":"object","name":"AllLabels","id":"p1072"}}}],"center":[{"type":"object","name":"Grid","id":"p1073","attributes":{"axis":{"id":"p1069"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1078","attributes":{"dimension":1,"axis":{"id":"p1074"}}},{"type":"object","name":"Legend","id":"p1089","attributes":{"location":"top_left","orientation":"horizontal","items":[{"type":"object","name":"LegendItem","id":"p1090","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1086"}]}},{"type":"object","name":"LegendItem","id":"p1101","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1098"}]}}]}}]}}]}};
-  const render_items = [{"docid":"a5c732d2-a177-4e03-a8f7-c1286c220bc0","roots":{"p1057":"a65942cd-5522-46ce-aada-6a18adfed42f"},"root_ids":["p1057"]}];
+  const docs_json = {"7ba5f69e-2dbf-47f4-b455-61fcf714244e":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1057","attributes":{"width":800,"height":800,"x_range":{"type":"object","name":"FactorRange","id":"p1066","attributes":{"factors":["Accommodation and food services","Administrative and waste management services","Agriculture, forestry, fishing, and hunting","Arts, entertainment, and recreation","Construction","Educational services","Finance and insurance","Health care and social assistance","Information","Management of companies and enterprises","Manufacturing","Mining","Other services, except government","Professional, scientific, and technical services","Real estate and rental and leasing","Retail trade","Transportation and warehousing","Utilities","Wholesale trade"],"range_padding":0.1}},"y_range":{"type":"object","name":"DataRange1d","id":"p1059"},"x_scale":{"type":"object","name":"CategoricalScale","id":"p1067"},"y_scale":{"type":"object","name":"LinearScale","id":"p1068"},"title":null,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1086","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1054","attributes":{"selected":{"type":"object","name":"Selection","id":"p1055","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1056"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAAoAAAALAAAADAAAAA0AAAAOAAAADwAAABAAAAARAAAAEgAAAA=="},"shape":[19],"dtype":"int32","order":"little"}],["major_industry",{"type":"ndarray","array":["Accommodation and food services","Administrative and waste management services","Agriculture, forestry, fishing, and hunting","Arts, entertainment, and recreation","Construction","Educational services","Finance and insurance","Health care and social assistance","Information","Management of companies and enterprises","Manufacturing","Mining","Other services, except government","Professional, scientific, and technical services","Real estate and rental and leasing","Retail trade","Transportation and warehousing","Utilities","Wholesale trade"],"shape":[19],"dtype":"object","order":"little"}],["Baseline",{"type":"ndarray","array":{"type":"bytes","data":"CMeyI4krzz83Dd8/KevFP1ixFOWORso/pqWtYXGjxj+wsdfxBHnKP7CQc/ADHM0/UxaUfUckyj9ZMB864prLP1TiJMokR8M/SHjy/GVczT8ktcfc/knIPyB28F8pQ78/q+CwxVNOyz9jW1/3wZnFPx4/5c6nQc8/NfoU7Meozz9k1XYiqHjBP8EbSM3yvL4/OhIt8THRzj8="},"shape":[19],"dtype":"float64","order":"little"}],["Reform",{"type":"ndarray","array":{"type":"bytes","data":"bCvomYZd2j9bDtYwQUnfPxxno6+s/9k/jdLF3C112j8UGjcaJrvcP6pRlQCopto/7G261oi+3z9kuPawcLfbPyOXaqB5qd0/AgmpN4m93T9eVoyJPEDdP+jxgMflUdo/oLmZR2QP2j9cD5HTDQzhPyYqhNWGZdg/NsBRSRL72j/8b46SKI7ZP7WuHbZGV9c/BZtN5+W+3D8="},"shape":[19],"dtype":"float64","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1087","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1088"}}},"glyph":{"type":"object","name":"VBar","id":"p1083","attributes":{"x":{"type":"field","field":"major_industry","transform":{"type":"object","name":"Dodge","id":"p1079","attributes":{"range":{"id":"p1066"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1084","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1079"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1085","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1079"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Baseline"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1098","attributes":{"data_source":{"id":"p1054"},"view":{"type":"object","name":"CDSView","id":"p1099","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1100"}}},"glyph":{"type":"object","name":"VBar","id":"p1095","attributes":{"x":{"type":"field","field":"major_industry","transform":{"type":"object","name":"Dodge","id":"p1091","attributes":{"value":0.25,"range":{"id":"p1066"}}}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"VBar","id":"p1096","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1091"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"VBar","id":"p1097","attributes":{"x":{"type":"field","field":"major_industry","transform":{"id":"p1091"}},"width":{"type":"value","value":0.2},"top":{"type":"field","field":"Reform"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"Span","id":"p1102","attributes":{"location":0.19283227931983626,"line_color":"#718dbf","line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"Span","id":"p1103","attributes":{"location":0.430550923049778,"line_color":"#e84d60","line_alpha":0.2,"line_width":2,"line_dash":[6]}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1065"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1074","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1075","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1076"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1077"}}}],"below":[{"type":"object","name":"CategoricalAxis","id":"p1069","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1070"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1071"},"major_label_orientation":45,"major_label_policy":{"type":"object","name":"AllLabels","id":"p1072"}}}],"center":[{"type":"object","name":"Grid","id":"p1073","attributes":{"axis":{"id":"p1069"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1078","attributes":{"dimension":1,"axis":{"id":"p1074"}}},{"type":"object","name":"Legend","id":"p1089","attributes":{"location":"top_left","orientation":"horizontal","items":[{"type":"object","name":"LegendItem","id":"p1090","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1086"}]}},{"type":"object","name":"LegendItem","id":"p1101","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1098"}]}}]}}]}}]}};
+  const render_items = [{"docid":"7ba5f69e-2dbf-47f4-b455-61fcf714244e","roots":{"p1057":"d24128b8-f6b5-4010-a708-01c673dcef33"},"root_ids":["p1057"]}];
   void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);
   }
   if (root.Bokeh !== undefined) {
@@ -1935,11 +1935,11 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
 </div>
 <div class="cell_output docutils container">
 <div class="output text_html">
-  <div id="df0f806c-4eb3-4851-9055-bdfe58f6a6ac" data-root-id="p1113" style="display: contents;"></div>
+  <div id="a95bdb91-e8c8-473b-89df-121bfb19e179" data-root-id="p1113" style="display: contents;"></div>
 </div><script type="application/javascript">(function(root) {
   function embed_document(root) {
-  const docs_json = {"d4b515c2-3bc6-43f9-90f4-75a049bb2731":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1113","attributes":{"width":500,"height":500,"x_range":{"type":"object","name":"Range1d","id":"p1122","attributes":{"start":-0.5,"end":2.5}},"y_range":{"type":"object","name":"DataRange1d","id":"p1115"},"x_scale":{"type":"object","name":"LinearScale","id":"p1123"},"y_scale":{"type":"object","name":"LinearScale","id":"p1124"},"title":{"type":"object","name":"Title","id":"p1120","attributes":{"text_font":"Helvetica"}},"renderers":[{"type":"object","name":"Span","id":"p1138","attributes":{"location":0,"line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"GlyphRenderer","id":"p1166","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1107","attributes":{"selected":{"type":"object","name":"Selection","id":"p1108","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1109"},"data":{"type":"map","entries":[["mins",[-0.05624938214693948,-0.3744565589681074,0.0311734886205302]],["maxes",[0.17012718109918695,-0.061244989151262315,0.2349718929324775]],["means",[0.05926072586790452,-0.22269195806682882,0.13716009827816375]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[-0.1,0.9,1.9]]]}}},"view":{"type":"object","name":"CDSView","id":"p1167","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1168"}}},"glyph":{"type":"object","name":"Segment","id":"p1163","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1164","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1165","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1175","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1176","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1177"}}},"glyph":{"type":"object","name":"Scatter","id":"p1172","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1173","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1174","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1186","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1187","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1188"}}},"glyph":{"type":"object","name":"Scatter","id":"p1183","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1184","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1185","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1195","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1196","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1197"}}},"glyph":{"type":"object","name":"Scatter","id":"p1192","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1193","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1194","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1204","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1110","attributes":{"selected":{"type":"object","name":"Selection","id":"p1111","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1112"},"data":{"type":"map","entries":[["mins",[0.2450830790098336,-0.28925619834710714,0.3499999999999998]],["maxes",[0.4473580083611413,0.31159203105817856,0.48686856970008235]],["means",[0.3273535955745844,0.01554836808094234,0.40190465929171454]],["min_asset",["Land","Land","Land"]],["max_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[0.1,1.1,2.1]]]}}},"view":{"type":"object","name":"CDSView","id":"p1205","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1206"}}},"glyph":{"type":"object","name":"Segment","id":"p1201","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1202","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1203","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1213","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1214","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1215"}}},"glyph":{"type":"object","name":"Scatter","id":"p1210","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1211","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1212","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1223","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1224","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1225"}}},"glyph":{"type":"object","name":"Scatter","id":"p1220","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1221","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1222","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1232","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1233","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1234"}}},"glyph":{"type":"object","name":"Scatter","id":"p1229","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1230","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1231","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1121"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1130","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1131","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1137","attributes":{"format":"0%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1133"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1125","attributes":{"ticker":{"type":"object","name":"FixedTicker","id":"p1135","attributes":{"ticks":[0,1,2],"minor_ticks":[]}},"formatter":{"type":"object","name":"CustomJSTickFormatter","id":"p1136","attributes":{"code":"\n        var types = [\"Typically Financed\", \"Debt Financed\", \"Equity Financed\"]\n        return types[tick]\n        "}},"axis_label":"Method of Financing","major_label_policy":{"type":"object","name":"AllLabels","id":"p1128"}}}],"center":[{"type":"object","name":"Grid","id":"p1129","attributes":{"axis":{"id":"p1125"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1134","attributes":{"dimension":1,"axis":{"id":"p1130"},"grid_line_color":null}},{"type":"object","name":"BoxAnnotation","id":"p1139","attributes":{"fill_color":"white","fill_alpha":0.2,"left":{"type":"object","name":"Node","id":"p1141","attributes":{"target":"frame","symbol":"left"}},"right":0.5,"top":{"type":"object","name":"Node","id":"p1142","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1143","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1145","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1144","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1146","attributes":{"fill_color":"white","fill_alpha":0.1,"left":0.5,"right":1.5,"top":{"type":"object","name":"Node","id":"p1149","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1150","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1152","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1151","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1153","attributes":{"fill_color":"white","fill_alpha":0.2,"left":1.5,"right":{"type":"object","name":"Node","id":"p1155","attributes":{"target":"frame","symbol":"right"}},"top":{"type":"object","name":"Node","id":"p1156","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1157","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1159","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1158","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"Legend","id":"p1178","attributes":{"location":"bottom_right","items":[{"type":"object","name":"LegendItem","id":"p1179","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1175"},{"id":"p1186"},{"id":"p1195"}]}},{"type":"object","name":"LegendItem","id":"p1216","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1213"},{"id":"p1223"},{"id":"p1232"}]}}]}}]}}]}};
-  const render_items = [{"docid":"d4b515c2-3bc6-43f9-90f4-75a049bb2731","roots":{"p1113":"df0f806c-4eb3-4851-9055-bdfe58f6a6ac"},"root_ids":["p1113"]}];
+  const docs_json = {"9f56ebe4-a4ee-45ae-95c9-1a3a2eec0ee4":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1113","attributes":{"width":500,"height":500,"x_range":{"type":"object","name":"Range1d","id":"p1122","attributes":{"start":-0.5,"end":2.5}},"y_range":{"type":"object","name":"DataRange1d","id":"p1115"},"x_scale":{"type":"object","name":"LinearScale","id":"p1123"},"y_scale":{"type":"object","name":"LinearScale","id":"p1124"},"title":{"type":"object","name":"Title","id":"p1120","attributes":{"text_font":"Helvetica"}},"renderers":[{"type":"object","name":"Span","id":"p1138","attributes":{"location":0,"line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"GlyphRenderer","id":"p1166","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1107","attributes":{"selected":{"type":"object","name":"Selection","id":"p1108","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1109"},"data":{"type":"map","entries":[["mins",[-0.05624938214693948,-0.3744565589681074,0.0311734886205302]],["maxes",[0.17012718109918695,-0.061244989151262315,0.2349718929324775]],["means",[0.05926072586790452,-0.22269195806682882,0.13716009827816375]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[-0.1,0.9,1.9]]]}}},"view":{"type":"object","name":"CDSView","id":"p1167","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1168"}}},"glyph":{"type":"object","name":"Segment","id":"p1163","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1164","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1165","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1175","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1176","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1177"}}},"glyph":{"type":"object","name":"Scatter","id":"p1172","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1173","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1174","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1186","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1187","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1188"}}},"glyph":{"type":"object","name":"Scatter","id":"p1183","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1184","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1185","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1195","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1196","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1197"}}},"glyph":{"type":"object","name":"Scatter","id":"p1192","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1193","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1194","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1204","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1110","attributes":{"selected":{"type":"object","name":"Selection","id":"p1111","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1112"},"data":{"type":"map","entries":[["mins",[0.2450830790098336,-0.28925619834710714,0.3499999999999998]],["maxes",[0.4473580083611413,0.31159203105817856,0.48686856970008235]],["means",[0.3273535955745844,0.01554836808094234,0.40190465929171454]],["min_asset",["Land","Land","Land"]],["max_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[0.1,1.1,2.1]]]}}},"view":{"type":"object","name":"CDSView","id":"p1205","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1206"}}},"glyph":{"type":"object","name":"Segment","id":"p1201","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1202","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1203","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1213","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1214","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1215"}}},"glyph":{"type":"object","name":"Scatter","id":"p1210","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1211","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1212","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1223","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1224","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1225"}}},"glyph":{"type":"object","name":"Scatter","id":"p1220","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1221","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1222","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1232","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1233","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1234"}}},"glyph":{"type":"object","name":"Scatter","id":"p1229","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1230","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1231","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1121"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1130","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1131","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1137","attributes":{"format":"0%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1133"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1125","attributes":{"ticker":{"type":"object","name":"FixedTicker","id":"p1135","attributes":{"ticks":[0,1,2],"minor_ticks":[]}},"formatter":{"type":"object","name":"CustomJSTickFormatter","id":"p1136","attributes":{"code":"\n        var types = [\"Typically Financed\", \"Debt Financed\", \"Equity Financed\"]\n        return types[tick]\n        "}},"axis_label":"Method of Financing","major_label_policy":{"type":"object","name":"AllLabels","id":"p1128"}}}],"center":[{"type":"object","name":"Grid","id":"p1129","attributes":{"axis":{"id":"p1125"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1134","attributes":{"dimension":1,"axis":{"id":"p1130"},"grid_line_color":null}},{"type":"object","name":"BoxAnnotation","id":"p1139","attributes":{"fill_color":"white","fill_alpha":0.2,"left":{"type":"object","name":"Node","id":"p1141","attributes":{"target":"frame","symbol":"left"}},"right":0.5,"top":{"type":"object","name":"Node","id":"p1142","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1143","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1145","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1144","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1146","attributes":{"fill_color":"white","fill_alpha":0.1,"left":0.5,"right":1.5,"top":{"type":"object","name":"Node","id":"p1149","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1150","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1152","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1151","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1153","attributes":{"fill_color":"white","fill_alpha":0.2,"left":1.5,"right":{"type":"object","name":"Node","id":"p1155","attributes":{"target":"frame","symbol":"right"}},"top":{"type":"object","name":"Node","id":"p1156","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1157","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1159","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1158","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"Legend","id":"p1178","attributes":{"location":"bottom_right","items":[{"type":"object","name":"LegendItem","id":"p1179","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1175"},{"id":"p1186"},{"id":"p1195"}]}},{"type":"object","name":"LegendItem","id":"p1216","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1213"},{"id":"p1223"},{"id":"p1232"}]}}]}}]}}]}};
+  const render_items = [{"docid":"9f56ebe4-a4ee-45ae-95c9-1a3a2eec0ee4","roots":{"p1113":"a95bdb91-e8c8-473b-89df-121bfb19e179"},"root_ids":["p1113"]}];
   void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);
   }
   if (root.Bokeh !== undefined) {
@@ -1970,11 +1970,11 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
 </div>
 <div class="cell_output docutils container">
 <div class="output text_html">
-  <div id="a8ec5b73-43ef-4454-bcab-01812f481088" data-root-id="p1113" style="display: contents;"></div>
+  <div id="a98c8df2-7efd-4486-9ca0-f608fd7f2c5d" data-root-id="p1113" style="display: contents;"></div>
 </div><script type="application/javascript">(function(root) {
   function embed_document(root) {
-  const docs_json = {"0c4946dd-dd4d-4218-b006-dfa47cdc1b43":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1113","attributes":{"width":500,"height":500,"x_range":{"type":"object","name":"Range1d","id":"p1122","attributes":{"start":-0.5,"end":2.5}},"y_range":{"type":"object","name":"DataRange1d","id":"p1115"},"x_scale":{"type":"object","name":"LinearScale","id":"p1123"},"y_scale":{"type":"object","name":"LinearScale","id":"p1124"},"title":{"type":"object","name":"Title","id":"p1120","attributes":{"text_font":"Helvetica"}},"renderers":[{"type":"object","name":"Span","id":"p1138","attributes":{"location":0,"line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"GlyphRenderer","id":"p1166","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1107","attributes":{"selected":{"type":"object","name":"Selection","id":"p1108","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1109"},"data":{"type":"map","entries":[["mins",[-0.05624938214693948,-0.3744565589681074,0.0311734886205302]],["maxes",[0.17012718109918695,-0.061244989151262315,0.2349718929324775]],["means",[0.05926072586790452,-0.22269195806682882,0.13716009827816375]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[-0.1,0.9,1.9]]]}}},"view":{"type":"object","name":"CDSView","id":"p1167","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1168"}}},"glyph":{"type":"object","name":"Segment","id":"p1163","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1164","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1165","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1175","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1176","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1177"}}},"glyph":{"type":"object","name":"Scatter","id":"p1172","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1173","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1174","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1186","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1187","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1188"}}},"glyph":{"type":"object","name":"Scatter","id":"p1183","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1184","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1185","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1195","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1196","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1197"}}},"glyph":{"type":"object","name":"Scatter","id":"p1192","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1193","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1194","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1204","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1110","attributes":{"selected":{"type":"object","name":"Selection","id":"p1111","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1112"},"data":{"type":"map","entries":[["mins",[0.2450830790098336,-0.28925619834710714,0.3499999999999998]],["maxes",[0.4473580083611413,0.31159203105817856,0.48686856970008235]],["means",[0.3273535955745844,0.01554836808094234,0.40190465929171454]],["min_asset",["Land","Land","Land"]],["max_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[0.1,1.1,2.1]]]}}},"view":{"type":"object","name":"CDSView","id":"p1205","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1206"}}},"glyph":{"type":"object","name":"Segment","id":"p1201","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1202","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1203","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1213","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1214","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1215"}}},"glyph":{"type":"object","name":"Scatter","id":"p1210","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1211","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1212","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1223","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1224","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1225"}}},"glyph":{"type":"object","name":"Scatter","id":"p1220","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1221","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1222","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1232","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1233","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1234"}}},"glyph":{"type":"object","name":"Scatter","id":"p1229","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1230","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1231","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1121"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1130","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1131","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1137","attributes":{"format":"0%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1133"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1125","attributes":{"ticker":{"type":"object","name":"FixedTicker","id":"p1135","attributes":{"ticks":[0,1,2],"minor_ticks":[]}},"formatter":{"type":"object","name":"CustomJSTickFormatter","id":"p1136","attributes":{"code":"\n        var types = [\"Typically Financed\", \"Debt Financed\", \"Equity Financed\"]\n        return types[tick]\n        "}},"axis_label":"Method of Financing","major_label_policy":{"type":"object","name":"AllLabels","id":"p1128"}}}],"center":[{"type":"object","name":"Grid","id":"p1129","attributes":{"axis":{"id":"p1125"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1134","attributes":{"dimension":1,"axis":{"id":"p1130"},"grid_line_color":null}},{"type":"object","name":"BoxAnnotation","id":"p1139","attributes":{"fill_color":"white","fill_alpha":0.2,"left":{"type":"object","name":"Node","id":"p1141","attributes":{"target":"frame","symbol":"left"}},"right":0.5,"top":{"type":"object","name":"Node","id":"p1142","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1143","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1145","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1144","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1146","attributes":{"fill_color":"white","fill_alpha":0.1,"left":0.5,"right":1.5,"top":{"type":"object","name":"Node","id":"p1149","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1150","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1152","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1151","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1153","attributes":{"fill_color":"white","fill_alpha":0.2,"left":1.5,"right":{"type":"object","name":"Node","id":"p1155","attributes":{"target":"frame","symbol":"right"}},"top":{"type":"object","name":"Node","id":"p1156","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1157","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1159","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1158","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"Legend","id":"p1178","attributes":{"location":"bottom_right","items":[{"type":"object","name":"LegendItem","id":"p1179","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1175"},{"id":"p1186"},{"id":"p1195"}]}},{"type":"object","name":"LegendItem","id":"p1216","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1213"},{"id":"p1223"},{"id":"p1232"}]}}]}}]}}]}};
-  const render_items = [{"docid":"0c4946dd-dd4d-4218-b006-dfa47cdc1b43","roots":{"p1113":"a8ec5b73-43ef-4454-bcab-01812f481088"},"root_ids":["p1113"]}];
+  const docs_json = {"3de29bc0-e099-43d2-b2e8-bd2824248a0a":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1113","attributes":{"width":500,"height":500,"x_range":{"type":"object","name":"Range1d","id":"p1122","attributes":{"start":-0.5,"end":2.5}},"y_range":{"type":"object","name":"DataRange1d","id":"p1115"},"x_scale":{"type":"object","name":"LinearScale","id":"p1123"},"y_scale":{"type":"object","name":"LinearScale","id":"p1124"},"title":{"type":"object","name":"Title","id":"p1120","attributes":{"text_font":"Helvetica"}},"renderers":[{"type":"object","name":"Span","id":"p1138","attributes":{"location":0,"line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"GlyphRenderer","id":"p1166","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1107","attributes":{"selected":{"type":"object","name":"Selection","id":"p1108","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1109"},"data":{"type":"map","entries":[["mins",[-0.05624938214693948,-0.3744565589681074,0.0311734886205302]],["maxes",[0.17012718109918695,-0.061244989151262315,0.2349718929324775]],["means",[0.05926072586790452,-0.22269195806682882,0.13716009827816375]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[-0.1,0.9,1.9]]]}}},"view":{"type":"object","name":"CDSView","id":"p1167","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1168"}}},"glyph":{"type":"object","name":"Segment","id":"p1163","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1164","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1165","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1175","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1176","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1177"}}},"glyph":{"type":"object","name":"Scatter","id":"p1172","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1173","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1174","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1186","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1187","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1188"}}},"glyph":{"type":"object","name":"Scatter","id":"p1183","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1184","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1185","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1195","attributes":{"data_source":{"id":"p1107"},"view":{"type":"object","name":"CDSView","id":"p1196","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1197"}}},"glyph":{"type":"object","name":"Scatter","id":"p1192","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1193","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1194","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1204","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1110","attributes":{"selected":{"type":"object","name":"Selection","id":"p1111","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1112"},"data":{"type":"map","entries":[["mins",[0.2450830790098336,-0.28925619834710714,0.3499999999999998]],["maxes",[0.4473580083611413,0.31159203105817856,0.48686856970008235]],["means",[0.3273535955745844,0.01554836808094234,0.40190465929171454]],["min_asset",["Land","Land","Land"]],["max_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[0.1,1.1,2.1]]]}}},"view":{"type":"object","name":"CDSView","id":"p1205","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1206"}}},"glyph":{"type":"object","name":"Segment","id":"p1201","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1202","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1203","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1213","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1214","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1215"}}},"glyph":{"type":"object","name":"Scatter","id":"p1210","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1211","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1212","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1223","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1224","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1225"}}},"glyph":{"type":"object","name":"Scatter","id":"p1220","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1221","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1222","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1232","attributes":{"data_source":{"id":"p1110"},"view":{"type":"object","name":"CDSView","id":"p1233","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1234"}}},"glyph":{"type":"object","name":"Scatter","id":"p1229","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1230","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1231","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1121"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1130","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1131","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1137","attributes":{"format":"0%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1133"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1125","attributes":{"ticker":{"type":"object","name":"FixedTicker","id":"p1135","attributes":{"ticks":[0,1,2],"minor_ticks":[]}},"formatter":{"type":"object","name":"CustomJSTickFormatter","id":"p1136","attributes":{"code":"\n        var types = [\"Typically Financed\", \"Debt Financed\", \"Equity Financed\"]\n        return types[tick]\n        "}},"axis_label":"Method of Financing","major_label_policy":{"type":"object","name":"AllLabels","id":"p1128"}}}],"center":[{"type":"object","name":"Grid","id":"p1129","attributes":{"axis":{"id":"p1125"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1134","attributes":{"dimension":1,"axis":{"id":"p1130"},"grid_line_color":null}},{"type":"object","name":"BoxAnnotation","id":"p1139","attributes":{"fill_color":"white","fill_alpha":0.2,"left":{"type":"object","name":"Node","id":"p1141","attributes":{"target":"frame","symbol":"left"}},"right":0.5,"top":{"type":"object","name":"Node","id":"p1142","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1143","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1145","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1144","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1146","attributes":{"fill_color":"white","fill_alpha":0.1,"left":0.5,"right":1.5,"top":{"type":"object","name":"Node","id":"p1149","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1150","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1152","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1151","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1153","attributes":{"fill_color":"white","fill_alpha":0.2,"left":1.5,"right":{"type":"object","name":"Node","id":"p1155","attributes":{"target":"frame","symbol":"right"}},"top":{"type":"object","name":"Node","id":"p1156","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1157","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1159","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1158","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"Legend","id":"p1178","attributes":{"location":"bottom_right","items":[{"type":"object","name":"LegendItem","id":"p1179","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1175"},{"id":"p1186"},{"id":"p1195"}]}},{"type":"object","name":"LegendItem","id":"p1216","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1213"},{"id":"p1223"},{"id":"p1232"}]}}]}}]}}]}};
+  const render_items = [{"docid":"3de29bc0-e099-43d2-b2e8-bd2824248a0a","roots":{"p1113":"a98c8df2-7efd-4486-9ca0-f608fd7f2c5d"},"root_ids":["p1113"]}];
   void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);
   }
   if (root.Bokeh !== undefined) {
@@ -2016,7 +2016,7 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
     </style>
     <div>
         <a href="https://bokeh.org" target="_blank" class="bk-notebook-logo"></a>
-        <span id="cdc70677-198a-4232-b0ec-496d9e11d14c">Loading BokehJS ...</span>
+        <span id="fd1d0164-69db-499e-8b3d-6104e81ba62a">Loading BokehJS ...</span>
     </div>
 </div><script type="application/javascript">'use strict';
 (function(root) {
@@ -2181,7 +2181,7 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
      "</div>"}};
 
   function display_loaded(error = null) {
-    const el = document.getElementById("cdc70677-198a-4232-b0ec-496d9e11d14c");
+    const el = document.getElementById("fd1d0164-69db-499e-8b3d-6104e81ba62a");
     if (el != null) {
       const html = (() => {
         if (typeof root.Bokeh === "undefined") {
@@ -2315,7 +2315,7 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
       console.log("Bokeh: BokehJS failed to load within specified timeout.");
       root._bokeh_failed_load = true;
     } else if (force !== true) {
-      const cell = $(document.getElementById("cdc70677-198a-4232-b0ec-496d9e11d14c")).parents('.cell').data().cell;
+      const cell = $(document.getElementById("fd1d0164-69db-499e-8b3d-6104e81ba62a")).parents('.cell').data().cell;
       cell.output_area.append_execute_result(NB_LOAD_WARNING)
     }
   }
@@ -2330,11 +2330,11 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
     });
   }
 }(window));</script><div class="output text_html">
-  <div id="f546cb13-7b0d-48f5-a99a-071d91dc03a4" data-root-id="p1241" style="display: contents;"></div>
+  <div id="b5dec2b5-b570-4884-8b44-1986bb18c28e" data-root-id="p1241" style="display: contents;"></div>
 </div><script type="application/javascript">(function(root) {
   function embed_document(root) {
-  const docs_json = {"4e5b4408-c3f2-4400-857a-c4be180388cb":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1241","attributes":{"width":500,"height":500,"x_range":{"type":"object","name":"Range1d","id":"p1250","attributes":{"start":-0.5,"end":2.5}},"y_range":{"type":"object","name":"DataRange1d","id":"p1243"},"x_scale":{"type":"object","name":"LinearScale","id":"p1251"},"y_scale":{"type":"object","name":"LinearScale","id":"p1252"},"title":{"type":"object","name":"Title","id":"p1248","attributes":{"text_font":"Helvetica"}},"renderers":[{"type":"object","name":"Span","id":"p1266","attributes":{"location":0,"line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"GlyphRenderer","id":"p1294","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1235","attributes":{"selected":{"type":"object","name":"Selection","id":"p1236","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1237"},"data":{"type":"map","entries":[["mins",[0.04616357406627441,0.12269168755960252,0.025676666039197257]],["maxes",[0.24758239632316353,0.3177822490454107,0.22835248136240924]],["means",[0.19327541984697,0.2581358937936681,0.1760294018613712]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[-0.1,0.9,1.9]]]}}},"view":{"type":"object","name":"CDSView","id":"p1295","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1296"}}},"glyph":{"type":"object","name":"Segment","id":"p1291","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1292","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1293","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1303","attributes":{"data_source":{"id":"p1235"},"view":{"type":"object","name":"CDSView","id":"p1304","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1305"}}},"glyph":{"type":"object","name":"Scatter","id":"p1300","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1301","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1302","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1314","attributes":{"data_source":{"id":"p1235"},"view":{"type":"object","name":"CDSView","id":"p1315","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1316"}}},"glyph":{"type":"object","name":"Scatter","id":"p1311","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1312","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1313","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1323","attributes":{"data_source":{"id":"p1235"},"view":{"type":"object","name":"CDSView","id":"p1324","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1325"}}},"glyph":{"type":"object","name":"Scatter","id":"p1320","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1321","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1322","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1332","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1238","attributes":{"selected":{"type":"object","name":"Selection","id":"p1239","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1240"},"data":{"type":"map","entries":[["mins",[0.07584011560908044,0.11680693373157533,0.06599599369534613]],["maxes",[0.2953773572139912,0.340691314077174,0.2839462823550114]],["means",[0.23737262081184923,0.27024315103285335,0.22969006477538415]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[0.1,1.1,2.1]]]}}},"view":{"type":"object","name":"CDSView","id":"p1333","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1334"}}},"glyph":{"type":"object","name":"Segment","id":"p1329","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1330","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1331","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1341","attributes":{"data_source":{"id":"p1238"},"view":{"type":"object","name":"CDSView","id":"p1342","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1343"}}},"glyph":{"type":"object","name":"Scatter","id":"p1338","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1339","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1340","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1351","attributes":{"data_source":{"id":"p1238"},"view":{"type":"object","name":"CDSView","id":"p1352","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1353"}}},"glyph":{"type":"object","name":"Scatter","id":"p1348","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1349","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1350","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1360","attributes":{"data_source":{"id":"p1238"},"view":{"type":"object","name":"CDSView","id":"p1361","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1362"}}},"glyph":{"type":"object","name":"Scatter","id":"p1357","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1358","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1359","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1249"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1258","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1259","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1265","attributes":{"format":"0%"}},"axis_label":"Marginal Effective Total Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1261"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1253","attributes":{"ticker":{"type":"object","name":"FixedTicker","id":"p1263","attributes":{"ticks":[0,1,2],"minor_ticks":[]}},"formatter":{"type":"object","name":"CustomJSTickFormatter","id":"p1264","attributes":{"code":"\n        var types = [\"Typically Financed\", \"Debt Financed\", \"Equity Financed\"]\n        return types[tick]\n        "}},"axis_label":"Method of Financing","major_label_policy":{"type":"object","name":"AllLabels","id":"p1256"}}}],"center":[{"type":"object","name":"Grid","id":"p1257","attributes":{"axis":{"id":"p1253"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1262","attributes":{"dimension":1,"axis":{"id":"p1258"},"grid_line_color":null}},{"type":"object","name":"BoxAnnotation","id":"p1267","attributes":{"fill_color":"white","fill_alpha":0.2,"left":{"type":"object","name":"Node","id":"p1269","attributes":{"target":"frame","symbol":"left"}},"right":0.5,"top":{"type":"object","name":"Node","id":"p1270","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1271","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1273","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1272","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1274","attributes":{"fill_color":"white","fill_alpha":0.1,"left":0.5,"right":1.5,"top":{"type":"object","name":"Node","id":"p1277","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1278","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1280","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1279","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1281","attributes":{"fill_color":"white","fill_alpha":0.2,"left":1.5,"right":{"type":"object","name":"Node","id":"p1283","attributes":{"target":"frame","symbol":"right"}},"top":{"type":"object","name":"Node","id":"p1284","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1285","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1287","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1286","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"Legend","id":"p1306","attributes":{"location":"bottom_right","items":[{"type":"object","name":"LegendItem","id":"p1307","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1303"},{"id":"p1314"},{"id":"p1323"}]}},{"type":"object","name":"LegendItem","id":"p1344","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1341"},{"id":"p1351"},{"id":"p1360"}]}}]}}]}}]}};
-  const render_items = [{"docid":"4e5b4408-c3f2-4400-857a-c4be180388cb","roots":{"p1241":"f546cb13-7b0d-48f5-a99a-071d91dc03a4"},"root_ids":["p1241"]}];
+  const docs_json = {"37c954eb-9809-4efb-a8a0-8a9a62f1a3af":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Figure","id":"p1241","attributes":{"width":500,"height":500,"x_range":{"type":"object","name":"Range1d","id":"p1250","attributes":{"start":-0.5,"end":2.5}},"y_range":{"type":"object","name":"DataRange1d","id":"p1243"},"x_scale":{"type":"object","name":"LinearScale","id":"p1251"},"y_scale":{"type":"object","name":"LinearScale","id":"p1252"},"title":{"type":"object","name":"Title","id":"p1248","attributes":{"text_font":"Helvetica"}},"renderers":[{"type":"object","name":"Span","id":"p1266","attributes":{"location":0,"line_alpha":0.2,"line_width":2,"line_dash":[6]}},{"type":"object","name":"GlyphRenderer","id":"p1294","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1235","attributes":{"selected":{"type":"object","name":"Selection","id":"p1236","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1237"},"data":{"type":"map","entries":[["mins",[0.04616357406627441,0.12269168755960252,0.025676666039197257]],["maxes",[0.24758239632316353,0.3177822490454107,0.22835248136240924]],["means",[0.19327541984697,0.2581358937936681,0.1760294018613712]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[-0.1,0.9,1.9]]]}}},"view":{"type":"object","name":"CDSView","id":"p1295","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1296"}}},"glyph":{"type":"object","name":"Segment","id":"p1291","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1292","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1293","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1303","attributes":{"data_source":{"id":"p1235"},"view":{"type":"object","name":"CDSView","id":"p1304","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1305"}}},"glyph":{"type":"object","name":"Scatter","id":"p1300","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1301","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1302","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1314","attributes":{"data_source":{"id":"p1235"},"view":{"type":"object","name":"CDSView","id":"p1315","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1316"}}},"glyph":{"type":"object","name":"Scatter","id":"p1311","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1312","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1313","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1323","attributes":{"data_source":{"id":"p1235"},"view":{"type":"object","name":"CDSView","id":"p1324","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1325"}}},"glyph":{"type":"object","name":"Scatter","id":"p1320","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"fill_color":{"type":"value","value":"#718dbf"},"hatch_color":{"type":"value","value":"#718dbf"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1321","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1322","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#718dbf"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1332","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1238","attributes":{"selected":{"type":"object","name":"Selection","id":"p1239","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1240"},"data":{"type":"map","entries":[["mins",[0.07584011560908044,0.11680693373157533,0.06599599369534613]],["maxes",[0.2953773572139912,0.340691314077174,0.2839462823550114]],["means",[0.23737262081184923,0.27024315103285335,0.22969006477538415]],["min_asset",["Intellectual Property","Intellectual Property","Intellectual Property"]],["max_asset",["Inventories","Inventories","Inventories"]],["mean_asset",["Overall","Overall","Overall"]],["types",["Typically Financed","Debt Financed","Equity Financed"]],["positions",[0.1,1.1,2.1]]]}}},"view":{"type":"object","name":"CDSView","id":"p1333","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1334"}}},"glyph":{"type":"object","name":"Segment","id":"p1329","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_width":{"type":"value","value":2}}},"nonselection_glyph":{"type":"object","name":"Segment","id":"p1330","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"line_width":{"type":"value","value":2}}},"muted_glyph":{"type":"object","name":"Segment","id":"p1331","attributes":{"x0":{"type":"field","field":"positions"},"y0":{"type":"field","field":"mins"},"x1":{"type":"field","field":"positions"},"y1":{"type":"field","field":"maxes"},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"line_width":{"type":"value","value":2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1341","attributes":{"data_source":{"id":"p1238"},"view":{"type":"object","name":"CDSView","id":"p1342","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1343"}}},"glyph":{"type":"object","name":"Scatter","id":"p1338","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1339","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1340","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"means"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1351","attributes":{"data_source":{"id":"p1238"},"view":{"type":"object","name":"CDSView","id":"p1352","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1353"}}},"glyph":{"type":"object","name":"Scatter","id":"p1348","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1349","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1350","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"mins"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}},{"type":"object","name":"GlyphRenderer","id":"p1360","attributes":{"data_source":{"id":"p1238"},"view":{"type":"object","name":"CDSView","id":"p1361","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1362"}}},"glyph":{"type":"object","name":"Scatter","id":"p1357","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"fill_color":{"type":"value","value":"#e84d60"},"hatch_color":{"type":"value","value":"#e84d60"}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1358","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1359","attributes":{"x":{"type":"field","field":"positions"},"y":{"type":"field","field":"maxes"},"size":{"type":"value","value":12},"line_color":{"type":"value","value":"#e84d60"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1249"},"toolbar_location":null,"left":[{"type":"object","name":"LinearAxis","id":"p1258","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1259","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1265","attributes":{"format":"0%"}},"axis_label":"Marginal Effective Total Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1261"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1253","attributes":{"ticker":{"type":"object","name":"FixedTicker","id":"p1263","attributes":{"ticks":[0,1,2],"minor_ticks":[]}},"formatter":{"type":"object","name":"CustomJSTickFormatter","id":"p1264","attributes":{"code":"\n        var types = [\"Typically Financed\", \"Debt Financed\", \"Equity Financed\"]\n        return types[tick]\n        "}},"axis_label":"Method of Financing","major_label_policy":{"type":"object","name":"AllLabels","id":"p1256"}}}],"center":[{"type":"object","name":"Grid","id":"p1257","attributes":{"axis":{"id":"p1253"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1262","attributes":{"dimension":1,"axis":{"id":"p1258"},"grid_line_color":null}},{"type":"object","name":"BoxAnnotation","id":"p1267","attributes":{"fill_color":"white","fill_alpha":0.2,"left":{"type":"object","name":"Node","id":"p1269","attributes":{"target":"frame","symbol":"left"}},"right":0.5,"top":{"type":"object","name":"Node","id":"p1270","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1271","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1273","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1272","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1274","attributes":{"fill_color":"white","fill_alpha":0.1,"left":0.5,"right":1.5,"top":{"type":"object","name":"Node","id":"p1277","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1278","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1280","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1279","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"BoxAnnotation","id":"p1281","attributes":{"fill_color":"white","fill_alpha":0.2,"left":1.5,"right":{"type":"object","name":"Node","id":"p1283","attributes":{"target":"frame","symbol":"right"}},"top":{"type":"object","name":"Node","id":"p1284","attributes":{"target":"frame","symbol":"top"}},"bottom":{"type":"object","name":"Node","id":"p1285","attributes":{"target":"frame","symbol":"bottom"}},"handles":{"type":"object","name":"BoxInteractionHandles","id":"p1287","attributes":{"all":{"type":"object","name":"AreaVisuals","id":"p1286","attributes":{"fill_color":"white","hover_fill_color":"lightgray"}}}}}},{"type":"object","name":"Legend","id":"p1306","attributes":{"location":"bottom_right","items":[{"type":"object","name":"LegendItem","id":"p1307","attributes":{"label":{"type":"value","value":"Baseline"},"renderers":[{"id":"p1303"},{"id":"p1314"},{"id":"p1323"}]}},{"type":"object","name":"LegendItem","id":"p1344","attributes":{"label":{"type":"value","value":"Reform"},"renderers":[{"id":"p1341"},{"id":"p1351"},{"id":"p1360"}]}}]}}]}}]}};
+  const render_items = [{"docid":"37c954eb-9809-4efb-a8a0-8a9a62f1a3af","roots":{"p1241":"b5dec2b5-b570-4884-8b44-1986bb18c28e"},"root_ids":["p1241"]}];
   void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);
   }
   if (root.Bokeh !== undefined) {
@@ -2372,11 +2372,11 @@ <h2>Visualizations<a class="headerlink" href="#visualizations" title="Link to th
 </pre></div>
 </div>
 <div class="output text_html">
-  <div id="e6749d7d-0d46-46b0-997c-d22d00e3e55b" data-root-id="p1497" style="display: contents;"></div>
+  <div id="d81f9cc8-d797-476d-ab0d-1e6527aef659" data-root-id="p1497" style="display: contents;"></div>
 </div><script type="application/javascript">(function(root) {
   function embed_document(root) {
-  const docs_json = {"91cce65a-e661-41e1-805d-9038d40958a3":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Tabs","id":"p1497","attributes":{"tabs":[{"type":"object","name":"TabPanel","id":"p1494","attributes":{"title":"Equipment","child":{"type":"object","name":"Column","id":"p1493","attributes":{"children":[{"type":"object","name":"Figure","id":"p1369","attributes":{"width":990,"height":540,"x_range":{"type":"object","name":"Range1d","id":"p1378","attributes":{"start":-0.05,"end":0.51}},"y_range":{"type":"object","name":"FactorRange","id":"p1379","attributes":{"factors":["Other","Other Industrial","Industrial Machinery","Transportation","Office and Residential","Instruments and Communications","Computers and Software"]}},"x_scale":{"type":"object","name":"LinearScale","id":"p1380"},"y_scale":{"type":"object","name":"CategoricalScale","id":"p1381"},"title":{"type":"object","name":"Title","id":"p1376"},"outline_line_color":"black","outline_line_width":1,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1403","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1394","attributes":{"selected":{"type":"object","name":"Selection","id":"p1395","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1396"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAAoAAAALAAAADAAAAA0AAAAOAAAADwAAABAAAAARAAAAEgAAABMAAAAUAAAAFQAAABYAAAAXAAAAGAAAABkAAAAaAAAAGwAAABwAAAAdAAAAHgAAAB8AAAAgAAAAIQAAACIAAAAjAAAAJAAAACUAAAAmAAAAJwAAACgAAADGAAAAxwAAAMgAAADOAAAAzwAAANAAAADTAAAA"},"shape":[48],"dtype":"int32","order":"little"}],["baseline",{"type":"ndarray","array":{"type":"bytes","data":"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"},"shape":[48],"dtype":"float64","order":"little"}],["size",{"type":"ndarray","array":{"type":"bytes","data":"IwAAADIAAAAUAAAAIwAAABQAAAAUAAAAFAAAABQAAAAUAAAAIwAAADIAAABBAAAAFAAAAEEAAAAUAAAAMgAAACMAAAAjAAAAFAAAADIAAAAUAAAAIwAAABQAAAAyAAAAFAAAACMAAAAyAAAAQQAAABQAAAAUAAAAIwAAADIAAAAjAAAAIwAAABQAAAAyAAAAIwAAADIAAAAyAAAAIwAAACMAAABBAAAAQQAAAEEAAAAyAAAAMgAAAEEAAABBAAAA"},"shape":[48],"dtype":"int32","order":"little"}],["hover",{"type":"ndarray","array":["0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%"],"shape":[48],"dtype":"object","order":"little"}],["assets",{"type":"ndarray","array":{"type":"bytes","data":"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"},"shape":[48],"dtype":"float64","order":"little"}],["short_category",{"type":"ndarray","array":["Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Industrial Machinery","Industrial Machinery","Instruments and Communications","Instruments and Communications","Instruments and Communications","Instruments and Communications","Instruments and Communications","Instruments and Communications","Office and Residential","Office and Residential","Office and Residential","Other","Other","Other","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Transportation","Transportation","Transportation","Transportation","Transportation","Transportation","Transportation","Transportation","Computers and Software","Industrial Machinery","Instruments and Communications","Office and Residential","Other","Other Industrial","Transportation"],"shape":[48],"dtype":"object","order":"little"}],["asset_name",{"type":"ndarray","array":["Prepackaged software","Custom software","Mainframes","PCs","DASDs","Printers","Terminals","Tape drives","Storage devices","System integrators","Special industrial machinery","General industrial equipment","Office and accounting equipment","Communications","Photocopy and related equipment","Nonelectro medical instruments","Electro medical instruments","Nonmedical instruments","Household furniture","Other furniture","Household appliances","Service industry machinery","Other electrical","Other","Nuclear fuel","Other fabricated metals","Metalworking machinery","Electric transmission and distribution","Farm tractors","Construction tractors","Other agricultural machinery","Other construction machinery","Mining and oilfield machinery","Steam engines","Internal combustion engines","Light trucks (including utility vehicles)","Other trucks, buses and truck trailers","Autos","Aircraft","Ships and boats","Railroad equipment","Computers and Software","Industrial Machinery","Instruments and Communications Equipment","Office and Residential Equipment","Other Equipment","Other Industrial Equipment","Transportation Equipment"],"shape":[48],"dtype":"object","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1404","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1405"}}},"glyph":{"type":"object","name":"Scatter","id":"p1400","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.4},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.4}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1401","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1402","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1377","attributes":{"tools":[{"type":"object","name":"HoverTool","id":"p1392","attributes":{"renderers":"auto","tooltips":[["Asset"," @asset_name (@hover)"]]}}]}},"toolbar_location":null,"left":[{"type":"object","name":"CategoricalAxis","id":"p1387","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1388"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1389"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1390"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1382","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1383","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1393","attributes":{"format":"0.1%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1385"},"major_tick_line_color":"firebrick","major_tick_line_width":3,"minor_tick_line_color":"orange"}}],"center":[{"type":"object","name":"Grid","id":"p1386","attributes":{"axis":{"id":"p1382"}}},{"type":"object","name":"Grid","id":"p1391","attributes":{"dimension":1,"axis":{"id":"p1387"}}}],"background_fill_alpha":0,"border_fill_alpha":0,"min_border_top":5,"min_border_bottom":0,"min_border_left":0,"min_border_right":5}},{"type":"object","name":"Figure","id":"p1409","attributes":{"width":380,"height":150,"x_range":{"type":"object","name":"Range1d","id":"p1419","attributes":{"start":-0.075,"end":75}},"y_range":{"type":"object","name":"DataRange1d","id":"p1411"},"x_scale":{"type":"object","name":"LinearScale","id":"p1420"},"y_scale":{"type":"object","name":"LinearScale","id":"p1421"},"title":{"type":"object","name":"Title","id":"p1412","attributes":{"text":"Asset Amount"}},"toolbar":{"type":"object","name":"Toolbar","id":"p1418","attributes":{"active_drag":null}},"left":[{"type":"object","name":"LinearAxis","id":"p1427","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1428","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1429"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1430"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1422","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1423","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1424"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1425"}}}],"center":[{"type":"object","name":"Grid","id":"p1426","attributes":{"axis":{"id":"p1422"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1431","attributes":{"dimension":1,"axis":{"id":"p1427"},"grid_line_color":null}}]}}]}}}},{"type":"object","name":"TabPanel","id":"p1496","attributes":{"title":"Structures","child":{"type":"object","name":"Column","id":"p1495","attributes":{"children":[{"type":"object","name":"Figure","id":"p1432","attributes":{"width":990,"height":540,"x_range":{"type":"object","name":"Range1d","id":"p1441","attributes":{"start":-0.05,"end":0.51}},"y_range":{"type":"object","name":"FactorRange","id":"p1442","attributes":{"factors":["Other","Mining and Drilling","Nonresidential Bldgs","Residential Bldgs"]}},"x_scale":{"type":"object","name":"LinearScale","id":"p1443"},"y_scale":{"type":"object","name":"CategoricalScale","id":"p1444"},"title":{"type":"object","name":"Title","id":"p1439"},"outline_line_color":"black","outline_line_width":1,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1467","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1458","attributes":{"selected":{"type":"object","name":"Selection","id":"p1459","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1460"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"QgAAAEMAAABEAAAARQAAAEYAAABHAAAASAAAAEkAAABKAAAASwAAAEwAAABNAAAATgAAAE8AAABQAAAAUQAAAFIAAABTAAAAVAAAAFUAAABWAAAAVwAAAFgAAABZAAAAWgAAAFsAAABcAAAAXQAAAF4AAABfAAAAYAAAAGEAAABiAAAAzAAAAM0AAADRAAAA0gAAAOYAAAA="},"shape":[38],"dtype":"int32","order":"little"}],["baseline",{"type":"ndarray","array":{"type":"bytes","data":"2FbQtjRJuD8twoCYBHO4P+Fe06mfCL0/2FbQtjRJuD+ItyawIBq1PyE5fX9Ousw/f8PTUbxqzz+Cw9NRvGrPP3/D01G8as8/czRyqRzw0D+UULn8OF3QP5RQufw4XdA/lZdPxYk00D9VrGdsHrHQP1KsZ2wesdA/T6xnbB6x0D8mxJc/+lvRP5RQufw4XdA/mr4Tkut+0D+XvhOS637QP/yA9vhiNrc/lFC5/Dhd0D+ItyawIBq1PzldXxjrnb8/4qbqUMtYvz/apupQy1i/PzqAQtq51rw/9goH2b9QuT92beNHi2W+PzJCQsL1ybY/odTzUGecvD+doo7sCYS1P3XIFrrj1ss/2D+gdjdquT8HdNuQJ5bQPxfTo4N60Ls/dcgWuuPWyz/swui1W93IPw=="},"shape":[38],"dtype":"float64","order":"little"}],["size",{"type":"ndarray","array":{"type":"bytes","data":"QQAAACMAAABBAAAAQQAAACMAAAAjAAAAMgAAADIAAAAjAAAAMgAAABQAAAAUAAAAMgAAAEEAAABBAAAAMgAAAEEAAAAUAAAAQQAAACMAAAAyAAAAFAAAABQAAAAjAAAAIwAAACMAAAAUAAAAFAAAADIAAAAyAAAAQQAAACMAAAAyAAAAQQAAAEEAAABBAAAAMgAAAEEAAAA="},"shape":[38],"dtype":"int32","order":"little"}],["hover",{"type":"ndarray","array":["0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%"],"shape":[38],"dtype":"object","order":"little"}],["assets",{"type":"ndarray","array":{"type":"bytes","data":"CutnFoQQbkIn2/YTB08zQmsOf4v/12BCfauIB/JGVUICaE2K2zg6Qk6mU7+xazdCQFAJgQd1UELL3wr5NbZSQuSjwho4UzBCbQ/IMFIAREI5PljRFdgYQr7TSpuZbOpBQLCdyW9hUEIrC9WI/fVTQm1dNBnYtFhCHnzs81WwREK1mcrM+/VvQv0QKJNU2QxCXSWGDU5gcEJ2TVJnIE45QiF+yETx/kJCtoo7oTY8AUJRGk1QREH6QY43N1HrfzlClBEs+aI5I0LOPwst3IghQlFkGCc/VBVCBWWY6mqK8UE2nye97J4/Qr7Hx03mYENCXZBtIAehbkJKsbxg2MY7QgCAUcSobVNCzOu5fHyef0J4LdDolo6QQh0CxpuCNHtCAIBRxKhtU0J4oJqdGD2gQg=="},"shape":[38],"dtype":"float64","order":"little"}],["short_category",{"type":"ndarray","array":["Mining and Drilling","Mining and Drilling","Mining and Drilling","Mining and Drilling","Mining and Drilling","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Other","Other","Other","Other","Other","Other","Other","Other","Other","Other","Other","Other","                          Residential Bldgs","Mining and Drilling","Nonresidential Bldgs","Other","                          Residential Bldgs","Structures"],"shape":[38],"dtype":"object","order":"little"}],["asset_name",{"type":"ndarray","array":["Petroleum and natural gas","Mining","Communication","Gas","Petroleum pipelines","Religious","Educational and vocational","Hospitals","Special care","Lodging","Air transportation","Other transportation","Warehouses","Other commercial","Multimerchandise shopping","Food and beverage establishments","Manufacturing","Public safety","Office","Medical buildings","Amusement and recreation","Local transit structures","Other land transportation","Farm","Water supply","Sewage and waste disposal","Highway and conservation and development","Mobile structures","Other railroad","Track replacement","Electric","Wind and solar","Residential","Mining and Drilling Structures","Nonresidential Buildings","Other Structures","Residential Buildings","Structures"],"shape":[38],"dtype":"object","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1468","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1469"}}},"glyph":{"type":"object","name":"Scatter","id":"p1464","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.4},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.4},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.4}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1465","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1466","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1440","attributes":{"tools":[{"type":"object","name":"HoverTool","id":"p1455","attributes":{"renderers":"auto","tooltips":[["Asset"," @asset_name (@hover)"]]}}]}},"toolbar_location":null,"left":[{"type":"object","name":"CategoricalAxis","id":"p1450","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1451"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1452"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1453"}}}],"above":[{"type":"object","name":"Title","id":"p1456","attributes":{"text":"Marginal Effective Tax Rates on Corporate Investments in Structures","text_color":"#6B6B73","text_font":"Helvetica","text_font_size":"9pt","align":"center"}}],"below":[{"type":"object","name":"LinearAxis","id":"p1445","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1446","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1457","attributes":{"format":"0.1%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1448"},"major_tick_line_color":"firebrick","major_tick_line_width":3,"minor_tick_line_color":"orange"}}],"center":[{"type":"object","name":"Grid","id":"p1449","attributes":{"axis":{"id":"p1445"}}},{"type":"object","name":"Grid","id":"p1454","attributes":{"dimension":1,"axis":{"id":"p1450"}}}],"background_fill_alpha":0,"border_fill_alpha":0,"min_border_top":5,"min_border_bottom":0,"min_border_left":0,"min_border_right":5}},{"type":"object","name":"Figure","id":"p1470","attributes":{"width":380,"height":150,"x_range":{"type":"object","name":"Range1d","id":"p1480","attributes":{"start":-0.075,"end":0.75}},"y_range":{"type":"object","name":"DataRange1d","id":"p1472"},"x_scale":{"type":"object","name":"LinearScale","id":"p1481"},"y_scale":{"type":"object","name":"LinearScale","id":"p1482"},"title":{"type":"object","name":"Title","id":"p1473","attributes":{"text":"Asset Amount"}},"toolbar":{"type":"object","name":"Toolbar","id":"p1479","attributes":{"active_drag":null}},"left":[{"type":"object","name":"LinearAxis","id":"p1488","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1489","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1490"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1491"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1483","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1484","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1485"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1486"}}}],"center":[{"type":"object","name":"Grid","id":"p1487","attributes":{"axis":{"id":"p1483"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1492","attributes":{"dimension":1,"axis":{"id":"p1488"},"grid_line_color":null}}]}}]}}}}]}}]}};
-  const render_items = [{"docid":"91cce65a-e661-41e1-805d-9038d40958a3","roots":{"p1497":"e6749d7d-0d46-46b0-997c-d22d00e3e55b"},"root_ids":["p1497"]}];
+  const docs_json = {"38edc926-ec97-40b0-bd6d-284796b87990":{"version":"3.5.2","title":"Bokeh Application","roots":[{"type":"object","name":"Tabs","id":"p1497","attributes":{"tabs":[{"type":"object","name":"TabPanel","id":"p1494","attributes":{"title":"Equipment","child":{"type":"object","name":"Column","id":"p1493","attributes":{"children":[{"type":"object","name":"Figure","id":"p1369","attributes":{"width":990,"height":540,"x_range":{"type":"object","name":"Range1d","id":"p1378","attributes":{"start":-0.05,"end":0.51}},"y_range":{"type":"object","name":"FactorRange","id":"p1379","attributes":{"factors":["Other","Other Industrial","Industrial Machinery","Transportation","Office and Residential","Instruments and Communications","Computers and Software"]}},"x_scale":{"type":"object","name":"LinearScale","id":"p1380"},"y_scale":{"type":"object","name":"CategoricalScale","id":"p1381"},"title":{"type":"object","name":"Title","id":"p1376"},"outline_line_color":"black","outline_line_width":1,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1403","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1394","attributes":{"selected":{"type":"object","name":"Selection","id":"p1395","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1396"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAAoAAAALAAAADAAAAA0AAAAOAAAADwAAABAAAAARAAAAEgAAABMAAAAUAAAAFQAAABYAAAAXAAAAGAAAABkAAAAaAAAAGwAAABwAAAAdAAAAHgAAAB8AAAAgAAAAIQAAACIAAAAjAAAAJAAAACUAAAAmAAAAJwAAACgAAADGAAAAxwAAAMgAAADOAAAAzwAAANAAAADTAAAA"},"shape":[48],"dtype":"int32","order":"little"}],["baseline",{"type":"ndarray","array":{"type":"bytes","data":"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"},"shape":[48],"dtype":"float64","order":"little"}],["size",{"type":"ndarray","array":{"type":"bytes","data":"IwAAADIAAAAUAAAAIwAAABQAAAAUAAAAFAAAABQAAAAUAAAAIwAAADIAAABBAAAAFAAAAEEAAAAUAAAAMgAAACMAAAAjAAAAFAAAADIAAAAUAAAAIwAAABQAAAAyAAAAFAAAACMAAAAyAAAAQQAAABQAAAAUAAAAIwAAADIAAAAjAAAAIwAAABQAAAAyAAAAIwAAADIAAAAyAAAAIwAAACMAAABBAAAAQQAAAEEAAAAyAAAAMgAAAEEAAABBAAAA"},"shape":[48],"dtype":"int32","order":"little"}],["hover",{"type":"ndarray","array":["0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%","0.%"],"shape":[48],"dtype":"object","order":"little"}],["assets",{"type":"ndarray","array":{"type":"bytes","data":"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"},"shape":[48],"dtype":"float64","order":"little"}],["short_category",{"type":"ndarray","array":["Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Computers and Software","Industrial Machinery","Industrial Machinery","Instruments and Communications","Instruments and Communications","Instruments and Communications","Instruments and Communications","Instruments and Communications","Instruments and Communications","Office and Residential","Office and Residential","Office and Residential","Other","Other","Other","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Other Industrial","Transportation","Transportation","Transportation","Transportation","Transportation","Transportation","Transportation","Transportation","Computers and Software","Industrial Machinery","Instruments and Communications","Office and Residential","Other","Other Industrial","Transportation"],"shape":[48],"dtype":"object","order":"little"}],["asset_name",{"type":"ndarray","array":["Prepackaged software","Custom software","Mainframes","PCs","DASDs","Printers","Terminals","Tape drives","Storage devices","System integrators","Special industrial machinery","General industrial equipment","Office and accounting equipment","Communications","Photocopy and related equipment","Nonelectro medical instruments","Electro medical instruments","Nonmedical instruments","Household furniture","Other furniture","Household appliances","Service industry machinery","Other electrical","Other","Nuclear fuel","Other fabricated metals","Metalworking machinery","Electric transmission and distribution","Farm tractors","Construction tractors","Other agricultural machinery","Other construction machinery","Mining and oilfield machinery","Steam engines","Internal combustion engines","Light trucks (including utility vehicles)","Other trucks, buses and truck trailers","Autos","Aircraft","Ships and boats","Railroad equipment","Computers and Software","Industrial Machinery","Instruments and Communications Equipment","Office and Residential Equipment","Other Equipment","Other Industrial Equipment","Transportation Equipment"],"shape":[48],"dtype":"object","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1404","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1405"}}},"glyph":{"type":"object","name":"Scatter","id":"p1400","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.4},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.4}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1401","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1402","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#718dbf"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#718dbf"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1377","attributes":{"tools":[{"type":"object","name":"HoverTool","id":"p1392","attributes":{"renderers":"auto","tooltips":[["Asset"," @asset_name (@hover)"]]}}]}},"toolbar_location":null,"left":[{"type":"object","name":"CategoricalAxis","id":"p1387","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1388"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1389"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1390"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1382","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1383","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1393","attributes":{"format":"0.1%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1385"},"major_tick_line_color":"firebrick","major_tick_line_width":3,"minor_tick_line_color":"orange"}}],"center":[{"type":"object","name":"Grid","id":"p1386","attributes":{"axis":{"id":"p1382"}}},{"type":"object","name":"Grid","id":"p1391","attributes":{"dimension":1,"axis":{"id":"p1387"}}}],"background_fill_alpha":0,"border_fill_alpha":0,"min_border_top":5,"min_border_bottom":0,"min_border_left":0,"min_border_right":5}},{"type":"object","name":"Figure","id":"p1409","attributes":{"width":380,"height":150,"x_range":{"type":"object","name":"Range1d","id":"p1419","attributes":{"start":-0.075,"end":75}},"y_range":{"type":"object","name":"DataRange1d","id":"p1411"},"x_scale":{"type":"object","name":"LinearScale","id":"p1420"},"y_scale":{"type":"object","name":"LinearScale","id":"p1421"},"title":{"type":"object","name":"Title","id":"p1412","attributes":{"text":"Asset Amount"}},"toolbar":{"type":"object","name":"Toolbar","id":"p1418","attributes":{"active_drag":null}},"left":[{"type":"object","name":"LinearAxis","id":"p1427","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1428","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1429"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1430"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1422","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1423","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1424"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1425"}}}],"center":[{"type":"object","name":"Grid","id":"p1426","attributes":{"axis":{"id":"p1422"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1431","attributes":{"dimension":1,"axis":{"id":"p1427"},"grid_line_color":null}}]}}]}}}},{"type":"object","name":"TabPanel","id":"p1496","attributes":{"title":"Structures","child":{"type":"object","name":"Column","id":"p1495","attributes":{"children":[{"type":"object","name":"Figure","id":"p1432","attributes":{"width":990,"height":540,"x_range":{"type":"object","name":"Range1d","id":"p1441","attributes":{"start":-0.05,"end":0.51}},"y_range":{"type":"object","name":"FactorRange","id":"p1442","attributes":{"factors":["Other","Mining and Drilling","Nonresidential Bldgs","Residential Bldgs"]}},"x_scale":{"type":"object","name":"LinearScale","id":"p1443"},"y_scale":{"type":"object","name":"CategoricalScale","id":"p1444"},"title":{"type":"object","name":"Title","id":"p1439"},"outline_line_color":"black","outline_line_width":1,"renderers":[{"type":"object","name":"GlyphRenderer","id":"p1467","attributes":{"data_source":{"type":"object","name":"ColumnDataSource","id":"p1458","attributes":{"selected":{"type":"object","name":"Selection","id":"p1459","attributes":{"indices":[],"line_indices":[]}},"selection_policy":{"type":"object","name":"UnionRenderers","id":"p1460"},"data":{"type":"map","entries":[["index",{"type":"ndarray","array":{"type":"bytes","data":"QgAAAEMAAABEAAAARQAAAEYAAABHAAAASAAAAEkAAABKAAAASwAAAEwAAABNAAAATgAAAE8AAABQAAAAUQAAAFIAAABTAAAAVAAAAFUAAABWAAAAVwAAAFgAAABZAAAAWgAAAFsAAABcAAAAXQAAAF4AAABfAAAAYAAAAGEAAABiAAAAzAAAAM0AAADRAAAA0gAAAOYAAAA="},"shape":[38],"dtype":"int32","order":"little"}],["baseline",{"type":"ndarray","array":{"type":"bytes","data":"2FbQtjRJuD8twoCYBHO4P+Fe06mfCL0/2FbQtjRJuD+ItyawIBq1PyE5fX9Ousw/f8PTUbxqzz+Cw9NRvGrPP3/D01G8as8/czRyqRzw0D+UULn8OF3QP5RQufw4XdA/lZdPxYk00D9VrGdsHrHQP1KsZ2wesdA/T6xnbB6x0D8mxJc/+lvRP5RQufw4XdA/mr4Tkut+0D+XvhOS637QP/yA9vhiNrc/lFC5/Dhd0D+ItyawIBq1PzldXxjrnb8/4qbqUMtYvz/apupQy1i/PzqAQtq51rw/9goH2b9QuT92beNHi2W+PzJCQsL1ybY/odTzUGecvD+doo7sCYS1P3XIFrrj1ss/2D+gdjdquT8HdNuQJ5bQPxfTo4N60Ls/dcgWuuPWyz/swui1W93IPw=="},"shape":[38],"dtype":"float64","order":"little"}],["size",{"type":"ndarray","array":{"type":"bytes","data":"QQAAACMAAABBAAAAQQAAACMAAAAjAAAAMgAAADIAAAAjAAAAMgAAABQAAAAUAAAAMgAAAEEAAABBAAAAMgAAAEEAAAAUAAAAQQAAACMAAAAyAAAAFAAAABQAAAAjAAAAIwAAACMAAAAUAAAAFAAAADIAAAAyAAAAQQAAACMAAAAyAAAAQQAAAEEAAABBAAAAMgAAAEEAAAA="},"shape":[38],"dtype":"int32","order":"little"}],["hover",{"type":"ndarray","array":["0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%","0%"],"shape":[38],"dtype":"object","order":"little"}],["assets",{"type":"ndarray","array":{"type":"bytes","data":"CutnFoQQbkIn2/YTB08zQmsOf4v/12BCfauIB/JGVUICaE2K2zg6Qk6mU7+xazdCQFAJgQd1UELL3wr5NbZSQuSjwho4UzBCbQ/IMFIAREI5PljRFdgYQr7TSpuZbOpBQLCdyW9hUEIrC9WI/fVTQm1dNBnYtFhCHnzs81WwREK1mcrM+/VvQv0QKJNU2QxCXSWGDU5gcEJ2TVJnIE45QiF+yETx/kJCtoo7oTY8AUJRGk1QREH6QY43N1HrfzlClBEs+aI5I0LOPwst3IghQlFkGCc/VBVCBWWY6mqK8UE2nye97J4/Qr7Hx03mYENCXZBtIAehbkJKsbxg2MY7QgCAUcSobVNCzOu5fHyef0J4LdDolo6QQh0CxpuCNHtCAIBRxKhtU0J4oJqdGD2gQg=="},"shape":[38],"dtype":"float64","order":"little"}],["short_category",{"type":"ndarray","array":["Mining and Drilling","Mining and Drilling","Mining and Drilling","Mining and Drilling","Mining and Drilling","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Nonresidential Bldgs","Other","Other","Other","Other","Other","Other","Other","Other","Other","Other","Other","Other","                          Residential Bldgs","Mining and Drilling","Nonresidential Bldgs","Other","                          Residential Bldgs","Structures"],"shape":[38],"dtype":"object","order":"little"}],["asset_name",{"type":"ndarray","array":["Petroleum and natural gas","Mining","Communication","Gas","Petroleum pipelines","Religious","Educational and vocational","Hospitals","Special care","Lodging","Air transportation","Other transportation","Warehouses","Other commercial","Multimerchandise shopping","Food and beverage establishments","Manufacturing","Public safety","Office","Medical buildings","Amusement and recreation","Local transit structures","Other land transportation","Farm","Water supply","Sewage and waste disposal","Highway and conservation and development","Mobile structures","Other railroad","Track replacement","Electric","Wind and solar","Residential","Mining and Drilling Structures","Nonresidential Buildings","Other Structures","Residential Buildings","Structures"],"shape":[38],"dtype":"object","order":"little"}]]}}},"view":{"type":"object","name":"CDSView","id":"p1468","attributes":{"filter":{"type":"object","name":"AllIndices","id":"p1469"}}},"glyph":{"type":"object","name":"Scatter","id":"p1464","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.4},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.4},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.4}}},"nonselection_glyph":{"type":"object","name":"Scatter","id":"p1465","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.1},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.1},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.1}}},"muted_glyph":{"type":"object","name":"Scatter","id":"p1466","attributes":{"x":{"type":"field","field":"baseline"},"y":{"type":"field","field":"short_category"},"size":{"type":"field","field":"size"},"line_color":{"type":"value","value":"#333333"},"line_alpha":{"type":"value","value":0.2},"fill_color":{"type":"value","value":"#e84d60"},"fill_alpha":{"type":"value","value":0.2},"hatch_color":{"type":"value","value":"#e84d60"},"hatch_alpha":{"type":"value","value":0.2}}}}}],"toolbar":{"type":"object","name":"Toolbar","id":"p1440","attributes":{"tools":[{"type":"object","name":"HoverTool","id":"p1455","attributes":{"renderers":"auto","tooltips":[["Asset"," @asset_name (@hover)"]]}}]}},"toolbar_location":null,"left":[{"type":"object","name":"CategoricalAxis","id":"p1450","attributes":{"ticker":{"type":"object","name":"CategoricalTicker","id":"p1451"},"formatter":{"type":"object","name":"CategoricalTickFormatter","id":"p1452"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1453"}}}],"above":[{"type":"object","name":"Title","id":"p1456","attributes":{"text":"Marginal Effective Tax Rates on Corporate Investments in Structures","text_color":"#6B6B73","text_font":"Helvetica","text_font_size":"9pt","align":"center"}}],"below":[{"type":"object","name":"LinearAxis","id":"p1445","attributes":{"ticker":{"type":"object","name":"BasicTicker","id":"p1446","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"NumeralTickFormatter","id":"p1457","attributes":{"format":"0.1%"}},"axis_label":"Marginal Effective Tax Rate","major_label_policy":{"type":"object","name":"AllLabels","id":"p1448"},"major_tick_line_color":"firebrick","major_tick_line_width":3,"minor_tick_line_color":"orange"}}],"center":[{"type":"object","name":"Grid","id":"p1449","attributes":{"axis":{"id":"p1445"}}},{"type":"object","name":"Grid","id":"p1454","attributes":{"dimension":1,"axis":{"id":"p1450"}}}],"background_fill_alpha":0,"border_fill_alpha":0,"min_border_top":5,"min_border_bottom":0,"min_border_left":0,"min_border_right":5}},{"type":"object","name":"Figure","id":"p1470","attributes":{"width":380,"height":150,"x_range":{"type":"object","name":"Range1d","id":"p1480","attributes":{"start":-0.075,"end":0.75}},"y_range":{"type":"object","name":"DataRange1d","id":"p1472"},"x_scale":{"type":"object","name":"LinearScale","id":"p1481"},"y_scale":{"type":"object","name":"LinearScale","id":"p1482"},"title":{"type":"object","name":"Title","id":"p1473","attributes":{"text":"Asset Amount"}},"toolbar":{"type":"object","name":"Toolbar","id":"p1479","attributes":{"active_drag":null}},"left":[{"type":"object","name":"LinearAxis","id":"p1488","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1489","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1490"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1491"}}}],"below":[{"type":"object","name":"LinearAxis","id":"p1483","attributes":{"visible":false,"ticker":{"type":"object","name":"BasicTicker","id":"p1484","attributes":{"mantissas":[1,2,5]}},"formatter":{"type":"object","name":"BasicTickFormatter","id":"p1485"},"major_label_policy":{"type":"object","name":"AllLabels","id":"p1486"}}}],"center":[{"type":"object","name":"Grid","id":"p1487","attributes":{"axis":{"id":"p1483"},"grid_line_color":null}},{"type":"object","name":"Grid","id":"p1492","attributes":{"dimension":1,"axis":{"id":"p1488"},"grid_line_color":null}}]}}]}}}}]}}]}};
+  const render_items = [{"docid":"38edc926-ec97-40b0-bd6d-284796b87990","roots":{"p1497":"d81f9cc8-d797-476d-ab0d-1e6527aef659"},"root_ids":["p1497"]}];
   void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);
   }
   if (root.Bokeh !== undefined) {
diff --git a/content/examples/TCJA_extension.html b/content/examples/TCJA_extension.html
index d5aec70f..5d39ff3a 100644
--- a/content/examples/TCJA_extension.html
+++ b/content/examples/TCJA_extension.html
@@ -522,7 +522,7 @@ <h2>First things first, import necessary packages<a class="headerlink" href="#fi
     </style>
     <div>
         <a href="https://bokeh.org" target="_blank" class="bk-notebook-logo"></a>
-        <span id="f372f0ed-cc41-446f-9078-288cae767412">Loading BokehJS ...</span>
+        <span id="deac5971-7a80-434f-a361-a2e83f77de32">Loading BokehJS ...</span>
     </div>
 </div><script type="application/javascript">'use strict';
 (function(root) {
@@ -687,7 +687,7 @@ <h2>First things first, import necessary packages<a class="headerlink" href="#fi
      "</div>"}};
 
   function display_loaded(error = null) {
-    const el = document.getElementById("f372f0ed-cc41-446f-9078-288cae767412");
+    const el = document.getElementById("deac5971-7a80-434f-a361-a2e83f77de32");
     if (el != null) {
       const html = (() => {
         if (typeof root.Bokeh === "undefined") {
@@ -821,7 +821,7 @@ <h2>First things first, import necessary packages<a class="headerlink" href="#fi
       console.log("Bokeh: BokehJS failed to load within specified timeout.");
       root._bokeh_failed_load = true;
     } else if (force !== true) {
-      const cell = $(document.getElementById("f372f0ed-cc41-446f-9078-288cae767412")).parents('.cell').data().cell;
+      const cell = $(document.getElementById("deac5971-7a80-434f-a361-a2e83f77de32")).parents('.cell').data().cell;
       cell.output_area.append_execute_result(NB_LOAD_WARNING)
     }
   }