(function() {
  var fn = function() {
    
    (function(root) {
      function now() {
        return new Date();
      }
    
      var force = false;
    
      if (typeof (root._bokeh_onload_callbacks) === "undefined" || force === true) {
        root._bokeh_onload_callbacks = [];
        root._bokeh_is_loading = undefined;
      }
    
      
      
    
      
      
    
      function run_callbacks() {
        try {
          root._bokeh_onload_callbacks.forEach(function(callback) { callback() });
        }
        finally {
          delete root._bokeh_onload_callbacks
        }
        console.info("Bokeh: all callbacks have finished");
      }
    
      function load_libs(js_urls, callback) {
        root._bokeh_onload_callbacks.push(callback);
        if (root._bokeh_is_loading > 0) {
          console.log("Bokeh: BokehJS is being loaded, scheduling callback at", now());
          return null;
        }
        if (js_urls == null || js_urls.length === 0) {
          run_callbacks();
          return null;
        }
        console.log("Bokeh: BokehJS not loaded, scheduling load and callback at", now());
        root._bokeh_is_loading = js_urls.length;
        for (var i = 0; i < js_urls.length; i++) {
          var url = js_urls[i];
          var s = document.createElement('script');
          s.src = url;
          s.async = false;
          s.onreadystatechange = s.onload = function() {
            root._bokeh_is_loading--;
            if (root._bokeh_is_loading === 0) {
              console.log("Bokeh: all BokehJS libraries loaded");
              run_callbacks()
            }
          };
          s.onerror = function() {
            console.warn("failed to load library " + url);
          };
          console.log("Bokeh: injecting script tag for BokehJS library: ", url);
          document.getElementsByTagName("head")[0].appendChild(s);
        }
      };var element = document.getElementById("d058699f-c9f7-4a3c-900a-8d8cb7c84ee6");
      if (element == null) {
        console.log("Bokeh: ERROR: autoload.js configured with elementid 'd058699f-c9f7-4a3c-900a-8d8cb7c84ee6' but no matching script tag was found. ")
        return false;
      }
    
      var js_urls = ["https://cdn.pydata.org/bokeh/release/bokeh-0.12.9.min.js", "https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.9.min.js", "https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.9.min.js", "https://cdn.pydata.org/bokeh/release/bokeh-gl-0.12.9.min.js"];
    
      var inline_js = [
        function(Bokeh) {
          Bokeh.set_log_level("info");
        },
        
        function(Bokeh) {
          
        },
        
        function(Bokeh) {
          (function() {
            var fn = function() {
              Bokeh.safely(function() {
                (function(root) {
                  function embed_document(root) {
                    var docs_json = {"7d9fd87b-6902-4ded-be4b-1da3b72abfee":{"roots":{"references":[{"attributes":{"fill_color":{"value":"goldenrod"},"line_color":{"value":"goldenrod"},"x":{"value":73},"y":{"field":"y"}},"id":"e7da662e-f200-4e2e-b9b9-51beba6ff141","type":"Circle"},{"attributes":{"fill_color":{"value":"olive"},"line_color":{"value":"olive"},"x":{"value":78},"y":{"field":"y"}},"id":"7d07ab75-8e8d-4f2c-95c8-c994eeb61016","type":"Circle"},{"attributes":{"fill_color":{"value":"olive"},"line_color":{"value":"olive"},"x":{"value":71},"y":{"field":"y"}},"id":"8209eb11-208a-4b42-b75c-00004dbae886","type":"Circle"},{"attributes":{"level":"underlay","plot":null,"size":10},"id":"454cf9dd-00e1-4014-af74-5d0ec88ba08f","type":"TeeHead"},{"attributes":{"data_source":{"id":"af3f189c-4e50-4013-8c36-ac9ed21601e5","type":"ColumnDataSource"},"glyph":{"id":"a6350cf7-30e1-45ec-94fc-e66b2bf90c4b","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"66f11e4a-e678-4089-94e4-01e3dd16d9ad","type":"Circle"},"selection_glyph":null,"view":{"id":"a51ebc96-2833-4838-9dee-91cc03b2825d","type":"CDSView"}},"id":"7e7e5c8e-8ed3-41ea-aa9e-5c8b7dd44cfd","type":"GlyphRenderer"},{"attributes":{},"id":"439f61d2-7f71-4ec8-a100-7a23d2fa83bc","type":"BasicTickFormatter"},{"attributes":{},"id":"8547e2e7-15b5-4e54-864b-78c72b765dfc","type":"PanTool"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":75},"y":{"field":"y"}},"id":"417f652e-216a-498c-895e-dc229840bd64","type":"Circle"},{"attributes":{},"id":"d87443f1-5171-4fcb-a952-eaa60410304d","type":"BasicTicker"},{"attributes":{"data_source":{"id":"577e3cb8-4866-409e-8793-b0e99253aaf0","type":"ColumnDataSource"},"glyph":{"id":"e806053b-30da-4ee7-8146-23c3a92c2aa2","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"8268e044-4041-4f5d-a047-bde5cbb56c93","type":"Circle"},"selection_glyph":null,"view":{"id":"e4dad193-c661-4af6-accf-657e006248ba","type":"CDSView"}},"id":"42c71b10-f447-4122-b005-66ca97262509","type":"GlyphRenderer"},{"attributes":{"fill_color":{"value":"darkred"},"line_color":{"value":"darkred"},"x":{"value":79},"y":{"field":"y"}},"id":"5aeb6aab-b1d8-44e3-8b28-62121693b0d1","type":"Circle"},{"attributes":{"source":{"id":"4d8356a6-bdef-4045-bcbd-7f41f2702ea6","type":"ColumnDataSource"}},"id":"ffa246db-e75a-4ce6-833f-91f5bdc2c022","type":"CDSView"},{"attributes":{"dimension":1,"plot":{"id":"d820702c-4131-414d-8c2a-d352940c6cb7","subtype":"Figure","type":"Plot"},"ticker":{"id":"9dd481a8-94a5-451d-baee-1cc12fb399f1","type":"BasicTicker"}},"id":"77e87fea-d4e7-45c9-96e5-48ddc09eb930","type":"Grid"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":80},"y":{"field":"y"}},"id":"1ab521b5-b2bf-4f40-a809-b8965710acc6","type":"Circle"},{"attributes":{"data_source":{"id":"39b1bd0b-5f75-4c8f-8265-39a85bff2209","type":"ColumnDataSource"},"glyph":{"id":"e7da662e-f200-4e2e-b9b9-51beba6ff141","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"336cd11e-8afd-44e6-938c-fbd4f3ec074f","type":"Circle"},"selection_glyph":null,"view":{"id":"a5a7750b-316e-4106-805e-7d6ddaf853cf","type":"CDSView"}},"id":"9a458345-d6d4-4a51-a2c4-72d555341d9e","type":"GlyphRenderer"},{"attributes":{},"id":"9dd481a8-94a5-451d-baee-1cc12fb399f1","type":"BasicTicker"},{"attributes":{},"id":"ca1d6048-0a18-4530-8511-26cf1b1b3019","type":"WheelZoomTool"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":81},"y":{"field":"y"}},"id":"66f11e4a-e678-4089-94e4-01e3dd16d9ad","type":"Circle"},{"attributes":{"callback":null},"id":"1bf7a5ae-1075-4562-a7ba-772b81cbe8c2","type":"DataRange1d"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":76},"y":{"field":"y"}},"id":"532493ae-5821-464e-bc5f-d72a2440c553","type":"Circle"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAACAP0AAAAAAAAA+QAAAAAAAAEJAAAAAAACAOUAAAAAAAMBAQAAAAAAAgDFAAAAAAAAAMUAAAAAAAAAvQAAAAAAAAC5AAAAAAACAMUAAAAAAAIA0QAAAAAAAADNAAAAAAACAMkAAAAAAAAAwQAAAAAAAAC9AAAAAAAAAL0AAAAAAAAAwQAAAAAAAAD1AAAAAAACAOEAAAAAAAAA6QAAAAAAAgDlAAAAAAACAPkAAAAAAAMBAQAAAAAAAAD5AAAAAAACAPkAAAAAAAAA2QAAAAAAAgDVAAAAAAACANUA=","dtype":"float64","shape":[28]}}},"id":"ee2df32d-5e19-4802-a0be-50a8e71be22c","type":"ColumnDataSource"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"MzMzMzMzO0CamZmZmZk6QM3MzMzMzDlAAAAAAACAN0AAAAAAAAA+QM3MzMzMjENAAAAAAACAQ0DNzMzMzIxBQGZmZmZmJkBAAAAAAACAQkCamZmZmdlCQM3MzMzMDEFAmpmZmZlZQUAzMzMzMzNBQGZmZmZm5j1AAAAAAACAQECamZmZmdlAQDMzMzMzM0BAMzMzMzNzQECamZmZmZk/QJqZmZmZGTxAMzMzMzOzPkBmZmZmZmY5QDMzMzMzMzhAZmZmZmZmNkCamZmZmZk6QDMzMzMzMzRAmpmZmZmZMUA=","dtype":"float64","shape":[28]}}},"id":"af3f189c-4e50-4013-8c36-ac9ed21601e5","type":"ColumnDataSource"},{"attributes":{"fill_color":{"value":"orange"},"line_color":{"value":"orange"},"x":{"value":75},"y":{"field":"y"}},"id":"effa74f2-61be-4aaf-ad3b-5244e615ef04","type":"Circle"},{"attributes":{"fill_color":{"value":"darkred"},"line_color":{"value":"darkred"},"x":{"value":72},"y":{"field":"y"}},"id":"b167dcd4-09ca-4366-a964-2efff9936643","type":"Circle"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAAM0AAAAAAAAAyQAAAAAAAAC5AAAAAAAAALkAAAAAAAAAwQAAAAAAAAC5AAAAAAAAAMEAAAAAAAAAsQAAAAAAAADFAAAAAAAAAMEAAAAAAAAAuQAAAAAAAADJAAAAAAAAANUAAAAAAAAA0QAAAAAAAACpAAAAAAAAAPUAAAAAAAAA3QAAAAAAAADRAAAAAAAAAN0AAAAAAAAA4QAAAAAAAADlAAAAAAAAAOEAAAAAAAAAyQAAAAAAAAD1AAAAAAAAAM0AAAAAAAAA3QAAAAAAAADdAAAAAAAAANkAAAAAAAAA5QAAAAAAAgEBA","dtype":"float64","shape":[30]}}},"id":"addcbb77-be05-468c-8b4f-c15524fd2b0a","type":"ColumnDataSource"},{"attributes":{"formatter":{"id":"439f61d2-7f71-4ec8-a100-7a23d2fa83bc","type":"BasicTickFormatter"},"plot":{"id":"d820702c-4131-414d-8c2a-d352940c6cb7","subtype":"Figure","type":"Plot"},"ticker":{"id":"d87443f1-5171-4fcb-a952-eaa60410304d","type":"BasicTicker"}},"id":"e51c1b3a-3b40-46cc-acf0-134eaf7161e0","type":"LinearAxis"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAAKkAAAAAAAAAsQAAAAAAAACpAAAAAAAAALEAAAAAAAAAuQAAAAAAAAChAAAAAAAAAKkAAAAAAAAAqQAAAAAAAACxAAAAAAAAAKkAAAAAAAAAoQAAAAAAAACpAAAAAAAAAMkAAAAAAAAAwQAAAAAAAADJAAAAAAAAAMkAAAAAAAAA3QAAAAAAAADpAAAAAAAAAJkAAAAAAAAAoQAAAAAAAACpAAAAAAAAAKEAAAAAAAAAyQAAAAAAAADRAAAAAAAAANUAAAAAAAAA2QAAAAAAAADJAAAAAAAAAM0AAAAAAAAA1QAAAAAAAADpAAAAAAAAALkAAAAAAAAAwQAAAAAAAAD1AAAAAAAAAOEAAAAAAAAA0QAAAAAAAADNAAAAAAAAALkAAAAAAAAA4QAAAAAAAADRAAAAAAAAAJkA=","dtype":"float64","shape":[40]}}},"id":"39b1bd0b-5f75-4c8f-8265-39a85bff2209","type":"ColumnDataSource"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAACANUDNzMzMzMwzQM3MzMzMTDZAMzMzMzMzNECamZmZmZk0QAAAAAAAADFAmpmZmZmZMUAAAAAAAIAwQDMzMzMzMzJAZmZmZmbmMEAAAAAAAAAvQDMzMzMzMzNAAAAAAACAMkBmZmZmZuY/QM3MzMzMDEFAmpmZmZnZQUBmZmZmZmY7QGZmZmZmZjlAAAAAAAAAN0AzMzMzMzM7QGZmZmZm5jdAmpmZmZkZQUAAAAAAAEBBQM3MzMzMzD9AZmZmZmamQkBmZmZmZmY8QM3MzMzMzDxAzczMzMzMOkAAAAAAAMBAQA==","dtype":"float64","shape":[29]}}},"id":"c2633358-ca02-42c7-8b68-ade2a3125bd3","type":"ColumnDataSource"},{"attributes":{"fill_color":{"value":"skyblue"},"line_color":{"value":"skyblue"},"x":{"value":81},"y":{"field":"y"}},"id":"a6350cf7-30e1-45ec-94fc-e66b2bf90c4b","type":"Circle"},{"attributes":{"fill_color":{"value":"skyblue"},"line_color":{"value":"skyblue"},"x":{"value":74},"y":{"field":"y"}},"id":"ca12061d-ff16-442d-9a94-c1f4ec49491a","type":"Circle"},{"attributes":{"data_source":{"id":"ee2df32d-5e19-4802-a0be-50a8e71be22c","type":"ColumnDataSource"},"glyph":{"id":"18004932-0477-4260-ba2c-368521817c30","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"c50112e9-19c9-4007-aa02-a00cce961795","type":"Circle"},"selection_glyph":null,"view":{"id":"f28d5d7c-7e56-42f2-85b8-8ce0ec428bbe","type":"CDSView"}},"id":"926c392d-f81e-4ea9-85b9-1dceb8eea707","type":"GlyphRenderer"},{"attributes":{"source":{"id":"addcbb77-be05-468c-8b4f-c15524fd2b0a","type":"ColumnDataSource"}},"id":"3413128c-ecca-4e0a-b73f-9cc5e4ecdd00","type":"CDSView"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAANEAAAAAAAAAzQAAAAAAAAC5AAAAAAAAAP0AAAAAAAAA6QAAAAAAAAEBAAAAAAAAAOUAAAAAAAAAwQAAAAAAAADBAAAAAAAAAMkAAAAAAAAAwQAAAAAAAACpAAAAAAAAALEAAAAAAAAAsQAAAAAAAACxAAAAAAAAAPUAAAAAAAAA6QAAAAAAAADpAAAAAAAAAP0AAAAAAAABAQAAAAAAAADxAAAAAAAAAOEAAAAAAAAA6QAAAAAAAADhAAAAAAAAAOkAAAAAAAAA/QA==","dtype":"float64","shape":[26]}}},"id":"8815ea62-93f6-46b6-91e9-fdfb4fd154f5","type":"ColumnDataSource"},{"attributes":{"callback":null},"id":"d6436fdb-8262-4fa1-a8af-04b9c464d04a","type":"DataRange1d"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAAOEAAAAAAAAA5QAAAAAAAADdAAAAAAAAANEAAAAAAAAA1QAAAAAAAACpAAAAAAAAALEAAAAAAAAAuQAAAAAAAACxAAAAAAAAAMUAAAAAAAAAmQAAAAAAAACpAAAAAAAAAKEAAAAAAAAAqQAAAAAAAADNAAAAAAAAALkAAAAAAAAAqQAAAAAAAACpAAAAAAAAALEAAAAAAAAAyQAAAAAAAADZAAAAAAAAANUAAAAAAAAA6QAAAAAAAADZAAAAAAAAAPEAAAAAAAAA3QAAAAAAAADxAAAAAAAAAO0A=","dtype":"float64","shape":[28]}}},"id":"f039b40a-6373-4c44-b432-369bec19cba0","type":"ColumnDataSource"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":70},"y":{"field":"y"}},"id":"b06bab3e-aeb4-4583-9330-eaf7e07e36c5","type":"Circle"},{"attributes":{"data_source":{"id":"c2633358-ca02-42c7-8b68-ade2a3125bd3","type":"ColumnDataSource"},"glyph":{"id":"5aeb6aab-b1d8-44e3-8b28-62121693b0d1","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"9dcc23f3-0076-4c1c-8687-128166797471","type":"Circle"},"selection_glyph":null,"view":{"id":"81de3164-e6eb-4b1c-bb6d-376a23dd4b52","type":"CDSView"}},"id":"ee69b645-d1ea-41ca-aac7-4eb95d4adfa1","type":"GlyphRenderer"},{"attributes":{},"id":"274eb32c-bad9-4181-a166-ac9a9808d37b","type":"HelpTool"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"zczMzMyMRUDNzMzMzAxCQGZmZmZmZkBAMzMzMzOzQ0DNzMzMzAxCQGZmZmZm5jNAZmZmZmZmM0AzMzMzMzM0QDMzMzMzMzNAAAAAAACANEAzMzMzMzM0QJqZmZmZGTlAAAAAAACANEBmZmZmZmYzQJqZmZmZmTRAzczMzMzMNECamZmZmZkyQJqZmZmZGTJAMzMzMzMzM0AzMzMzM7MxQJqZmZmZGTJAAAAAAACAMUAAAAAAAAA+QAAAAAAAgDtAMzMzMzMzO0BmZmZmZuY+QJqZmZmZGTVAMzMzMzMzN0DNzMzMzMw3QGZmZmZm5jdAzczMzMxMNEAAAAAAAAAxQJqZmZmZmTVAMzMzMzMzMEAAAAAAAIA/QAAAAAAAgD1A","dtype":"float64","shape":[36]}}},"id":"4d8356a6-bdef-4045-bcbd-7f41f2702ea6","type":"ColumnDataSource"},{"attributes":{"active_drag":"auto","active_inspect":"auto","active_scroll":"auto","active_tap":"auto","tools":[{"id":"8547e2e7-15b5-4e54-864b-78c72b765dfc","type":"PanTool"},{"id":"ca1d6048-0a18-4530-8511-26cf1b1b3019","type":"WheelZoomTool"},{"id":"28367622-5a6e-4478-a1b1-6fd41ed0615d","type":"BoxZoomTool"},{"id":"7cf3e603-df84-41e8-9ba4-cda7fca52873","type":"SaveTool"},{"id":"3c086ed6-0448-4962-ab60-3d0833e08878","type":"ResetTool"},{"id":"274eb32c-bad9-4181-a166-ac9a9808d37b","type":"HelpTool"}]},"id":"174c547b-095c-4140-a4b8-3def7bcc2244","type":"Toolbar"},{"attributes":{},"id":"86665df5-2fc9-4652-82ee-af2a23c37a09","type":"LinearScale"},{"attributes":{"fill_color":{"value":"orange"},"line_color":{"value":"orange"},"x":{"value":82},"y":{"field":"y"}},"id":"e806053b-30da-4ee7-8146-23c3a92c2aa2","type":"Circle"},{"attributes":{"source":{"id":"577e3cb8-4866-409e-8793-b0e99253aaf0","type":"ColumnDataSource"}},"id":"e4dad193-c661-4af6-accf-657e006248ba","type":"CDSView"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":79},"y":{"field":"y"}},"id":"9dcc23f3-0076-4c1c-8687-128166797471","type":"Circle"},{"attributes":{"source":{"id":"1b4a4aec-df2b-4823-9580-1244fb19dcb4","type":"ColumnDataSource"}},"id":"57cea789-9252-4ae8-909f-ecfb9a3cc68d","type":"CDSView"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAAPEAAAAAAAAA5QAAAAAAAADlAAAAAAAAAOkAAAAAAAAA7QAAAAAAAgDFAAAAAAAAAMEAAAAAAAAAvQAAAAAAAAC1AAAAAAAAANkAAAAAAAAA2QAAAAAAAADhAAAAAAACANkAAAAAAAAA9QAAAAAAAgDhAAAAAAAAAPUAAAAAAAIBAQAAAAAAAADRAAAAAAAAAMkAAAAAAAIAyQAAAAAAAgDFAAAAAAACAPUAAAAAAAABAQAAAAAAAADxAAAAAAACAOkAAAAAAAAA0QAAAAAAAACpAAAAAAAAAM0AAAAAAAAAzQAAAAAAAgDBAAAAAAACAMEAAAAAAAAAqQAAAAAAAACpAAAAAAAAAKkA=","dtype":"float64","shape":[34]}}},"id":"74d7b654-7282-48b6-8d7e-a450b2499dd1","type":"ColumnDataSource"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":72},"y":{"field":"y"}},"id":"a9e245bc-6100-4194-b484-bba9a4ef6292","type":"Circle"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":73},"y":{"field":"y"}},"id":"336cd11e-8afd-44e6-938c-fbd4f3ec074f","type":"Circle"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAAO0AAAAAAAAA8QAAAAAAAADlAAAAAAAAAM0AAAAAAAAAwQAAAAAAAADFAAAAAAAAAM0AAAAAAAAAyQAAAAAAAACxAAAAAAAAALEAAAAAAAAAsQAAAAAAAACxAAAAAAAAAKEAAAAAAAAAqQAAAAAAAACpAAAAAAAAAMkAAAAAAAAA2QAAAAAAAADNAAAAAAAAAMkAAAAAAAAA3QAAAAAAAADxAAAAAAAAAPkAAAAAAAAA+QAAAAAAAAD9AAAAAAACAQUAAAAAAAAA7QAAAAAAAADpA","dtype":"float64","shape":[27]}}},"id":"7d34fa27-4a5e-4440-90eb-ef22134d660d","type":"ColumnDataSource"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAAPEAAAAAAAAA7QAAAAAAAAEFAAAAAAAAAP0AAAAAAAAA9QAAAAAAAADtAAAAAAAAAOEAAAAAAAABCQAAAAAAAgEJAAAAAAAAAP0AAAAAAAABDQAAAAAAAAEJAAAAAAAAAQkAAAAAAAABCQAAAAAAAAEFAAAAAAAAAQ0AAAAAAAABAQAAAAAAAAENAAAAAAAAAOUAAAAAAAABDQAAAAAAAADpAAAAAAAAANkAAAAAAAABAQAAAAAAAAEJAAAAAAAAAO0AAAAAAAAA7QAAAAAAAAEZAAAAAAAAAQEAAAAAAAAA8QAAAAAAAAD9A","dtype":"float64","shape":[30]}}},"id":"577e3cb8-4866-409e-8793-b0e99253aaf0","type":"ColumnDataSource"},{"attributes":{"source":{"id":"c2633358-ca02-42c7-8b68-ade2a3125bd3","type":"ColumnDataSource"}},"id":"81de3164-e6eb-4b1c-bb6d-376a23dd4b52","type":"CDSView"},{"attributes":{"fill_color":{"value":"red"},"line_color":{"value":"red"},"x":{"value":77},"y":{"field":"y"}},"id":"18004932-0477-4260-ba2c-368521817c30","type":"Circle"},{"attributes":{"source":{"id":"39b1bd0b-5f75-4c8f-8265-39a85bff2209","type":"ColumnDataSource"}},"id":"a5a7750b-316e-4106-805e-7d6ddaf853cf","type":"CDSView"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAAAAMkAAAAAAAAAuQAAAAAAAADJAAAAAAAAAMEAAAAAAAAAxQAAAAAAAAC5AAAAAAAAALEAAAAAAAAAsQAAAAAAAACxAAAAAAAAALkAAAAAAAAAuQAAAAAAAACxAAAAAAAAALkAAAAAAAAAsQAAAAAAAADhAAAAAAAAANkAAAAAAAAAyQAAAAAAAADVAAAAAAAAAO0AAAAAAAAA6QAAAAAAAADlAAAAAAAAAOEAAAAAAAAA5QAAAAAAAADpAAAAAAAAANUAAAAAAAAAkQAAAAAAAACRAAAAAAAAAJkAAAAAAAAAiQA==","dtype":"float64","shape":[29]}}},"id":"cedd8e68-b41f-4346-9ee5-a5543ef5c11d","type":"ColumnDataSource"},{"attributes":{"data_source":{"id":"1b4a4aec-df2b-4823-9580-1244fb19dcb4","type":"ColumnDataSource"},"glyph":{"id":"29f90ccd-221c-467f-bd3e-fbef41fc8d2f","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"1ab521b5-b2bf-4f40-a809-b8965710acc6","type":"Circle"},"selection_glyph":null,"view":{"id":"57cea789-9252-4ae8-909f-ecfb9a3cc68d","type":"CDSView"}},"id":"a47641ba-d948-4360-a2d4-b08d7760f0ee","type":"GlyphRenderer"},{"attributes":{"formatter":{"id":"9d54c6d1-843b-494d-ae4c-ca020251970e","type":"BasicTickFormatter"},"plot":{"id":"d820702c-4131-414d-8c2a-d352940c6cb7","subtype":"Figure","type":"Plot"},"ticker":{"id":"9dd481a8-94a5-451d-baee-1cc12fb399f1","type":"BasicTicker"}},"id":"80041288-8d95-4b23-adea-0ffc535b757f","type":"LinearAxis"},{"attributes":{"bottom_units":"screen","fill_alpha":{"value":0.5},"fill_color":{"value":"lightgrey"},"left_units":"screen","level":"overlay","line_alpha":{"value":1.0},"line_color":{"value":"black"},"line_dash":[4,4],"line_width":{"value":2},"plot":null,"render_mode":"css","right_units":"screen","top_units":"screen"},"id":"5319e1f0-c453-4c3a-97cf-e0bd114ad622","type":"BoxAnnotation"},{"attributes":{"source":{"id":"ee2df32d-5e19-4802-a0be-50a8e71be22c","type":"ColumnDataSource"}},"id":"f28d5d7c-7e56-42f2-85b8-8ce0ec428bbe","type":"CDSView"},{"attributes":{"data_source":{"id":"8815ea62-93f6-46b6-91e9-fdfb4fd154f5","type":"ColumnDataSource"},"glyph":{"id":"ca12061d-ff16-442d-9a94-c1f4ec49491a","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"9ff8ff30-ca9c-411e-b38b-05774d6ad140","type":"Circle"},"selection_glyph":null,"view":{"id":"74f266b9-0023-4af0-a4b6-872694f5cbc8","type":"CDSView"}},"id":"ee013f12-dd70-4c12-a041-17ed3c39792b","type":"GlyphRenderer"},{"attributes":{"source":{"id":"f039b40a-6373-4c44-b432-369bec19cba0","type":"ColumnDataSource"}},"id":"70ed465d-3e79-4440-96e9-b73f72e8ff86","type":"CDSView"},{"attributes":{"source":{"id":"74d7b654-7282-48b6-8d7e-a450b2499dd1","type":"ColumnDataSource"}},"id":"a5816295-79a2-444a-84b4-a2a667e32791","type":"CDSView"},{"attributes":{"plot":null,"text":"Years vs mpg with Quartile Ranges"},"id":"b3476886-5287-4878-9430-d196ba58acb8","type":"Title"},{"attributes":{},"id":"7cf3e603-df84-41e8-9ba4-cda7fca52873","type":"SaveTool"},{"attributes":{"source":{"id":"af3f189c-4e50-4013-8c36-ac9ed21601e5","type":"ColumnDataSource"}},"id":"a51ebc96-2833-4838-9dee-91cc03b2825d","type":"CDSView"},{"attributes":{"source":{"id":"cedd8e68-b41f-4346-9ee5-a5543ef5c11d","type":"ColumnDataSource"}},"id":"abe904ff-3e64-4ebf-8715-871f7067d013","type":"CDSView"},{"attributes":{},"id":"3c086ed6-0448-4962-ab60-3d0833e08878","type":"ResetTool"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":78},"y":{"field":"y"}},"id":"dce4ed23-f003-448e-8593-dc64f03c857a","type":"Circle"},{"attributes":{"data_source":{"id":"74d7b654-7282-48b6-8d7e-a450b2499dd1","type":"ColumnDataSource"},"glyph":{"id":"2553e78d-6bef-4ed4-b6d8-bfc6b5a0cb84","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"532493ae-5821-464e-bc5f-d72a2440c553","type":"Circle"},"selection_glyph":null,"view":{"id":"a5816295-79a2-444a-84b4-a2a667e32791","type":"CDSView"}},"id":"de8a4fd2-f4a5-458a-8ce2-18972ecb645c","type":"GlyphRenderer"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":77},"y":{"field":"y"}},"id":"c50112e9-19c9-4007-aa02-a00cce961795","type":"Circle"},{"attributes":{"fill_color":{"value":"salmon"},"line_color":{"value":"salmon"},"x":{"value":76},"y":{"field":"y"}},"id":"2553e78d-6bef-4ed4-b6d8-bfc6b5a0cb84","type":"Circle"},{"attributes":{"overlay":{"id":"5319e1f0-c453-4c3a-97cf-e0bd114ad622","type":"BoxAnnotation"}},"id":"28367622-5a6e-4478-a1b1-6fd41ed0615d","type":"BoxZoomTool"},{"attributes":{"data_source":{"id":"addcbb77-be05-468c-8b4f-c15524fd2b0a","type":"ColumnDataSource"},"glyph":{"id":"effa74f2-61be-4aaf-ad3b-5244e615ef04","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"417f652e-216a-498c-895e-dc229840bd64","type":"Circle"},"selection_glyph":null,"view":{"id":"3413128c-ecca-4e0a-b73f-9cc5e4ecdd00","type":"CDSView"}},"id":"1faaa100-bff8-485b-8652-b25bb290e0eb","type":"GlyphRenderer"},{"attributes":{"fill_color":{"value":"goldenrod"},"line_color":{"value":"goldenrod"},"x":{"value":80},"y":{"field":"y"}},"id":"29f90ccd-221c-467f-bd3e-fbef41fc8d2f","type":"Circle"},{"attributes":{},"id":"e1a62284-e595-4e25-9acc-aafc30c18a76","type":"LinearScale"},{"attributes":{"data_source":{"id":"4d8356a6-bdef-4045-bcbd-7f41f2702ea6","type":"ColumnDataSource"},"glyph":{"id":"7d07ab75-8e8d-4f2c-95c8-c994eeb61016","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"dce4ed23-f003-448e-8593-dc64f03c857a","type":"Circle"},"selection_glyph":null,"view":{"id":"ffa246db-e75a-4ce6-833f-91f5bdc2c022","type":"CDSView"}},"id":"da1d8b60-1c5f-41a5-83a9-2f8ece5c2695","type":"GlyphRenderer"},{"attributes":{"data_source":{"id":"cedd8e68-b41f-4346-9ee5-a5543ef5c11d","type":"ColumnDataSource"},"glyph":{"id":"bae1662a-fb50-4803-8961-1981a03478c6","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"b06bab3e-aeb4-4583-9330-eaf7e07e36c5","type":"Circle"},"selection_glyph":null,"view":{"id":"abe904ff-3e64-4ebf-8715-871f7067d013","type":"CDSView"}},"id":"ed7aab65-1290-4e53-bf24-21b7dc1c97e3","type":"GlyphRenderer"},{"attributes":{"plot":{"id":"d820702c-4131-414d-8c2a-d352940c6cb7","subtype":"Figure","type":"Plot"},"ticker":{"id":"d87443f1-5171-4fcb-a952-eaa60410304d","type":"BasicTicker"}},"id":"409a00a7-2c6b-4ece-9398-407d96d441fc","type":"Grid"},{"attributes":{"level":"underlay","plot":null,"size":10},"id":"31a326fd-abc3-4cf5-894f-dca125155a2f","type":"TeeHead"},{"attributes":{},"id":"9d54c6d1-843b-494d-ae4c-ca020251970e","type":"BasicTickFormatter"},{"attributes":{"data_source":{"id":"7d34fa27-4a5e-4440-90eb-ef22134d660d","type":"ColumnDataSource"},"glyph":{"id":"8209eb11-208a-4b42-b75c-00004dbae886","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"fae4c145-3852-4091-aefc-e7df6dc629ac","type":"Circle"},"selection_glyph":null,"view":{"id":"e016047b-4853-40a1-bb7c-6531561efd1b","type":"CDSView"}},"id":"14af97eb-8169-4507-9752-2bce753b36bd","type":"GlyphRenderer"},{"attributes":{"source":{"id":"7d34fa27-4a5e-4440-90eb-ef22134d660d","type":"ColumnDataSource"}},"id":"e016047b-4853-40a1-bb7c-6531561efd1b","type":"CDSView"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":71},"y":{"field":"y"}},"id":"fae4c145-3852-4091-aefc-e7df6dc629ac","type":"Circle"},{"attributes":{"base":{"field":"base","units":"data"},"lower":{"field":"lower","units":"data"},"lower_head":{"id":"31a326fd-abc3-4cf5-894f-dca125155a2f","type":"TeeHead"},"plot":{"id":"d820702c-4131-414d-8c2a-d352940c6cb7","subtype":"Figure","type":"Plot"},"source":{"id":"754024af-f014-4150-a394-65c98e20366a","type":"ColumnDataSource"},"upper":{"field":"upper","units":"data"},"upper_head":{"id":"454cf9dd-00e1-4014-af74-5d0ec88ba08f","type":"TeeHead"}},"id":"aab44850-e160-49d2-a809-a8390d683cd0","type":"Whisker"},{"attributes":{"callback":null,"column_names":["upper","lower","base"],"data":{"base":[70,71,72,73,74,75,76,77,78,79,80,81,82],"lower":[12.350424032768164,14.435476117786315,13.278756895028701,12.399754507229684,16.231294138716876,15.326100362861114,15.684232040310981,16.69913828561214,17.163066759773855,18.298886840723156,26.91784967134245,24.550394827438176,26.767475719614136],"upper":[23.028886312059424,27.786746104435906,24.14981453354273,21.80024549277032,29.307167399744664,25.20723297047222,27.462826783218432,30.05086171438786,30.959155462448372,31.887320055828546,40.689557736064955,35.821033743990405,37.23252428038586]}},"id":"754024af-f014-4150-a394-65c98e20366a","type":"ColumnDataSource"},{"attributes":{"below":[{"id":"e51c1b3a-3b40-46cc-acf0-134eaf7161e0","type":"LinearAxis"}],"left":[{"id":"80041288-8d95-4b23-adea-0ffc535b757f","type":"LinearAxis"}],"plot_height":300,"renderers":[{"id":"e51c1b3a-3b40-46cc-acf0-134eaf7161e0","type":"LinearAxis"},{"id":"409a00a7-2c6b-4ece-9398-407d96d441fc","type":"Grid"},{"id":"80041288-8d95-4b23-adea-0ffc535b757f","type":"LinearAxis"},{"id":"77e87fea-d4e7-45c9-96e5-48ddc09eb930","type":"Grid"},{"id":"5319e1f0-c453-4c3a-97cf-e0bd114ad622","type":"BoxAnnotation"},{"id":"aab44850-e160-49d2-a809-a8390d683cd0","type":"Whisker"},{"id":"ed7aab65-1290-4e53-bf24-21b7dc1c97e3","type":"GlyphRenderer"},{"id":"14af97eb-8169-4507-9752-2bce753b36bd","type":"GlyphRenderer"},{"id":"9ae08695-5ff6-4dd4-8882-9278fcd13871","type":"GlyphRenderer"},{"id":"9a458345-d6d4-4a51-a2c4-72d555341d9e","type":"GlyphRenderer"},{"id":"ee013f12-dd70-4c12-a041-17ed3c39792b","type":"GlyphRenderer"},{"id":"1faaa100-bff8-485b-8652-b25bb290e0eb","type":"GlyphRenderer"},{"id":"de8a4fd2-f4a5-458a-8ce2-18972ecb645c","type":"GlyphRenderer"},{"id":"926c392d-f81e-4ea9-85b9-1dceb8eea707","type":"GlyphRenderer"},{"id":"da1d8b60-1c5f-41a5-83a9-2f8ece5c2695","type":"GlyphRenderer"},{"id":"ee69b645-d1ea-41ca-aac7-4eb95d4adfa1","type":"GlyphRenderer"},{"id":"a47641ba-d948-4360-a2d4-b08d7760f0ee","type":"GlyphRenderer"},{"id":"7e7e5c8e-8ed3-41ea-aa9e-5c8b7dd44cfd","type":"GlyphRenderer"},{"id":"42c71b10-f447-4122-b005-66ca97262509","type":"GlyphRenderer"}],"title":{"id":"b3476886-5287-4878-9430-d196ba58acb8","type":"Title"},"toolbar":{"id":"174c547b-095c-4140-a4b8-3def7bcc2244","type":"Toolbar"},"x_range":{"id":"1bf7a5ae-1075-4562-a7ba-772b81cbe8c2","type":"DataRange1d"},"x_scale":{"id":"86665df5-2fc9-4652-82ee-af2a23c37a09","type":"LinearScale"},"y_range":{"id":"d6436fdb-8262-4fa1-a8af-04b9c464d04a","type":"DataRange1d"},"y_scale":{"id":"e1a62284-e595-4e25-9acc-aafc30c18a76","type":"LinearScale"}},"id":"d820702c-4131-414d-8c2a-d352940c6cb7","subtype":"Figure","type":"Plot"},{"attributes":{"source":{"id":"8815ea62-93f6-46b6-91e9-fdfb4fd154f5","type":"ColumnDataSource"}},"id":"74f266b9-0023-4af0-a4b6-872694f5cbc8","type":"CDSView"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":82},"y":{"field":"y"}},"id":"8268e044-4041-4f5d-a047-bde5cbb56c93","type":"Circle"},{"attributes":{"fill_color":{"value":"red"},"line_color":{"value":"red"},"x":{"value":70},"y":{"field":"y"}},"id":"bae1662a-fb50-4803-8961-1981a03478c6","type":"Circle"},{"attributes":{"callback":null,"column_names":["y"],"data":{"y":{"__ndarray__":"AAAAAADAREDNzMzMzAxDQM3MzMzMDEBAmpmZmZmZQkAAAAAAAAA8QGZmZmZmZjpAzczMzMxMOECamZmZmRkzQGZmZmZmJkFAzczMzMzMPUDNzMzMzEw/QAAAAAAAgEJAmpmZmZkZQEDNzMzMzExHQGZmZmZm5jtAZmZmZmZmREBmZmZmZiZGQDMzMzMzs0VAMzMzMzMzQkAAAAAAAAA+QM3MzMzMTEZAZmZmZmbmQEDNzMzMzMw9QJqZmZmZWUBAMzMzMzOzN0AAAAAAAIBBQDMzMzMzM0BA","dtype":"float64","shape":[27]}}},"id":"1b4a4aec-df2b-4823-9580-1244fb19dcb4","type":"ColumnDataSource"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#1f77b4"},"line_alpha":{"value":0.1},"line_color":{"value":"#1f77b4"},"x":{"value":74},"y":{"field":"y"}},"id":"9ff8ff30-ca9c-411e-b38b-05774d6ad140","type":"Circle"},{"attributes":{"data_source":{"id":"f039b40a-6373-4c44-b432-369bec19cba0","type":"ColumnDataSource"},"glyph":{"id":"b167dcd4-09ca-4366-a964-2efff9936643","type":"Circle"},"hover_glyph":null,"muted_glyph":null,"nonselection_glyph":{"id":"a9e245bc-6100-4194-b484-bba9a4ef6292","type":"Circle"},"selection_glyph":null,"view":{"id":"70ed465d-3e79-4440-96e9-b73f72e8ff86","type":"CDSView"}},"id":"9ae08695-5ff6-4dd4-8882-9278fcd13871","type":"GlyphRenderer"}],"root_ids":["d820702c-4131-414d-8c2a-d352940c6cb7"]},"title":"Bokeh Application","version":"0.12.9"}};
                    var render_items = [{"docid":"7d9fd87b-6902-4ded-be4b-1da3b72abfee","elementid":"d058699f-c9f7-4a3c-900a-8d8cb7c84ee6","modelid":"d820702c-4131-414d-8c2a-d352940c6cb7"}];
                
                    root.Bokeh.embed.embed_items(docs_json, render_items);
                  }
                
                  if (root.Bokeh !== undefined) {
                    embed_document(root);
                  } else {
                    var attempts = 0;
                    var timer = setInterval(function(root) {
                      if (root.Bokeh !== undefined) {
                        embed_document(root);
                        clearInterval(timer);
                      }
                      attempts++;
                      if (attempts > 100) {
                        console.log("Bokeh: ERROR: Unable to embed document because BokehJS library is missing")
                        clearInterval(timer);
                      }
                    }, 10, root)
                  }
                })(window);
              });
            };
            if (document.readyState != "loading") fn();
            else document.addEventListener("DOMContentLoaded", fn);
          })();
        },
        function(Bokeh) {
          console.log("Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.9.min.css");
          Bokeh.embed.inject_css("https://cdn.pydata.org/bokeh/release/bokeh-0.12.9.min.css");
          console.log("Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.9.min.css");
          Bokeh.embed.inject_css("https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.9.min.css");
          console.log("Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.9.min.css");
          Bokeh.embed.inject_css("https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.9.min.css");
        }
      ];
    
      function run_inline_js() {
        
        for (var i = 0; i < inline_js.length; i++) {
          inline_js[i].call(root, root.Bokeh);
        }
        
      }
    
      if (root._bokeh_is_loading === 0) {
        console.log("Bokeh: BokehJS loaded, going straight to plotting");
        run_inline_js();
      } else {
        load_libs(js_urls, function() {
          console.log("Bokeh: BokehJS plotting callback run at", now());
          run_inline_js();
        });
      }
    }(window));
  };
  if (document.readyState != "loading") fn();
  else document.addEventListener("DOMContentLoaded", fn);
})();
