diff --git a/visualization/DataVisualization2.ipynb b/visualization/DataVisualization2.ipynb
index 00b34d56bc4c48d3e850efa9ed9c467683db1295..d26cb79342333a3799cfef6dbb28569b41e078bb 100644
--- a/visualization/DataVisualization2.ipynb
+++ b/visualization/DataVisualization2.ipynb
@@ -137,7 +137,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 1,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -150,7 +150,7 @@
"\n",
" <div class=\"bk-root\">\n",
" <a href=\"https://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
- " <span id=\"48cd1385-5090-46db-9076-1068bc87fdc2\">Loading BokehJS ...</span>\n",
+ " <span id=\"c4a829f7-09e5-484a-8689-90ca80ece63d\">Loading BokehJS ...</span>\n",
" </div>"
]
},
@@ -198,7 +198,7 @@
"\n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"48cd1385-5090-46db-9076-1068bc87fdc2\");\n",
+ " var el = document.getElementById(\"c4a829f7-09e5-484a-8689-90ca80ece63d\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
" }\n",
@@ -248,9 +248,9 @@
" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
" }\n",
- " };var element = document.getElementById(\"48cd1385-5090-46db-9076-1068bc87fdc2\");\n",
+ " };var element = document.getElementById(\"c4a829f7-09e5-484a-8689-90ca80ece63d\");\n",
" if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '48cd1385-5090-46db-9076-1068bc87fdc2' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'c4a829f7-09e5-484a-8689-90ca80ece63d' but no matching script tag was found. \")\n",
" return false;\n",
" }\n",
"\n",
@@ -267,7 +267,7 @@
" \n",
" function(Bokeh) {\n",
" \n",
- " document.getElementById(\"48cd1385-5090-46db-9076-1068bc87fdc2\").textContent = \"BokehJS is loading...\";\n",
+ " document.getElementById(\"c4a829f7-09e5-484a-8689-90ca80ece63d\").textContent = \"BokehJS is loading...\";\n",
" },\n",
" function(Bokeh) {\n",
" console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.7.min.css\");\n",
@@ -292,7 +292,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"48cd1385-5090-46db-9076-1068bc87fdc2\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"c4a829f7-09e5-484a-8689-90ca80ece63d\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
"\n",
@@ -327,7 +327,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 2,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -422,7 +422,7 @@
"4 5.0 3.6 1.4 0.2 setosa orange"
]
},
- "execution_count": 3,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -447,7 +447,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 3,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -474,7 +474,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 4,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -487,7 +487,7 @@
"\n",
"\n",
" <div class=\"bk-root\">\n",
- " <div class=\"bk-plotdiv\" id=\"3735a257-49d2-462a-9fab-7f1791751d03\"></div>\n",
+ " <div class=\"bk-plotdiv\" id=\"3cab4f32-a46a-4bda-888d-6e9935dc34f9\"></div>\n",
" </div>\n",
"<script type=\"text/javascript\">\n",
" \n",
@@ -528,7 +528,7 @@
" \n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"3735a257-49d2-462a-9fab-7f1791751d03\");\n",
+ " var el = document.getElementById(\"3cab4f32-a46a-4bda-888d-6e9935dc34f9\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
" }\n",
@@ -578,9 +578,9 @@
" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
" }\n",
- " };var element = document.getElementById(\"3735a257-49d2-462a-9fab-7f1791751d03\");\n",
+ " };var element = document.getElementById(\"3cab4f32-a46a-4bda-888d-6e9935dc34f9\");\n",
" if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '3735a257-49d2-462a-9fab-7f1791751d03' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '3cab4f32-a46a-4bda-888d-6e9935dc34f9' but no matching script tag was found. \")\n",
" return false;\n",
" }\n",
" \n",
@@ -590,8 +590,8 @@
" function(Bokeh) {\n",
" (function() {\n",
" var fn = function() {\n",
- " var docs_json = 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+ " var render_items = [{\"docid\":\"ab841f8f-c3de-402d-a9d5-7be0f46a9c19\",\"elementid\":\"3cab4f32-a46a-4bda-888d-6e9935dc34f9\",\"modelid\":\"a4ceb52c-f2c8-4bd6-9ce4-ed2283a2fa3a\"}];\n",
" \n",
" Bokeh.embed.embed_items(docs_json, render_items);\n",
" };\n",
@@ -616,7 +616,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"3735a257-49d2-462a-9fab-7f1791751d03\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"3cab4f32-a46a-4bda-888d-6e9935dc34f9\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
" \n",
@@ -658,7 +658,7 @@
},
{
"cell_type": "code",
- "execution_count": 48,
+ "execution_count": 5,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -686,7 +686,7 @@
},
{
"cell_type": "code",
- "execution_count": 49,
+ "execution_count": 6,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -699,7 +699,7 @@
"\n",
"\n",
" <div class=\"bk-root\">\n",
- " <div class=\"bk-plotdiv\" id=\"4ec63fdd-5c32-4d5b-997c-b7cee22282a5\"></div>\n",
+ " <div class=\"bk-plotdiv\" id=\"2b5596f4-8256-432b-9d57-2c18012d5298\"></div>\n",
" </div>\n",
"<script type=\"text/javascript\">\n",
" \n",
@@ -740,7 +740,7 @@
" \n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"4ec63fdd-5c32-4d5b-997c-b7cee22282a5\");\n",
+ " var el = document.getElementById(\"2b5596f4-8256-432b-9d57-2c18012d5298\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
" }\n",
@@ -790,9 +790,9 @@
" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
" }\n",
- " };var element = document.getElementById(\"4ec63fdd-5c32-4d5b-997c-b7cee22282a5\");\n",
+ " };var element = document.getElementById(\"2b5596f4-8256-432b-9d57-2c18012d5298\");\n",
" if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '4ec63fdd-5c32-4d5b-997c-b7cee22282a5' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '2b5596f4-8256-432b-9d57-2c18012d5298' but no matching script tag was found. \")\n",
" return false;\n",
" }\n",
" \n",
@@ -802,8 +802,8 @@
" function(Bokeh) {\n",
" (function() {\n",
" var fn = function() {\n",
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+ " var render_items = [{\"docid\":\"cd171210-f63f-4f44-be66-b12f4886464c\",\"elementid\":\"2b5596f4-8256-432b-9d57-2c18012d5298\",\"modelid\":\"a4ceb52c-f2c8-4bd6-9ce4-ed2283a2fa3a\"}];\n",
" \n",
" Bokeh.embed.embed_items(docs_json, render_items);\n",
" };\n",
@@ -828,7 +828,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"4ec63fdd-5c32-4d5b-997c-b7cee22282a5\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"2b5596f4-8256-432b-9d57-2c18012d5298\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
" \n",
@@ -936,7 +936,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 7,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -1074,7 +1074,7 @@
"4 1.599661e+07 7.760119e+06 184000.0 "
]
},
- "execution_count": 6,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
@@ -1111,7 +1111,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 8,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -1155,7 +1155,7 @@
"\n",
"\n",
" <div class=\"bk-root\">\n",
- " <div class=\"bk-plotdiv\" id=\"f177dc21-de2c-4953-8686-f1864b589f58\"></div>\n",
+ " <div class=\"bk-plotdiv\" id=\"1eb4ea3a-ff0a-400c-b8dd-3cb8b80324fd\"></div>\n",
" </div>\n",
"<script type=\"text/javascript\">\n",
" \n",
@@ -1196,7 +1196,7 @@
" \n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"f177dc21-de2c-4953-8686-f1864b589f58\");\n",
+ " var el = document.getElementById(\"1eb4ea3a-ff0a-400c-b8dd-3cb8b80324fd\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
" }\n",
@@ -1246,9 +1246,9 @@
" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
" }\n",
- " };var element = document.getElementById(\"f177dc21-de2c-4953-8686-f1864b589f58\");\n",
+ " };var element = document.getElementById(\"1eb4ea3a-ff0a-400c-b8dd-3cb8b80324fd\");\n",
" if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'f177dc21-de2c-4953-8686-f1864b589f58' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '1eb4ea3a-ff0a-400c-b8dd-3cb8b80324fd' but no matching script tag was found. \")\n",
" return false;\n",
" }\n",
" \n",
@@ -1258,8 +1258,8 @@
" function(Bokeh) {\n",
" (function() {\n",
" var fn = function() {\n",
- " var docs_json = {\"d08efbcb-4a1c-4357-a31a-2f22ace31cb8\":{\"roots\":{\"references\":[{\"attributes\":{\"formatter\":{\"id\":\"a9c6c6bd-33a6-4c73-a8ef-3fc2eca80787\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"9daf8244-82f0-4f0b-a1ff-5ac303732729\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"c6805227-304b-4658-a189-b059d5b84c30\",\"type\":\"BasicTicker\"},\"visible\":false},\"id\":\"3d948c9a-1203-4678-bcc3-6402afb21afd\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"684c31b0-7882-4398-a87c-e6958ddd9918\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"f91b736e-af92-4903-b682-5badf1287d72\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null,\"end\":20000000,\"start\":-20000000},\"id\":\"b26b31f0-6fd5-49f2-9aa4-5e6390e0a119\",\"type\":\"Range1d\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"db1e00a9-4de0-4cb2-bfbe-6190197a111f\",\"type\":\"Title\"},{\"attributes\":{\"below\":[{\"id\":\"3d948c9a-1203-4678-bcc3-6402afb21afd\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"f62ad58a-6ce2-43ba-97b1-5de6d2c900ea\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"3d948c9a-1203-4678-bcc3-6402afb21afd\",\"type\":\"LinearAxis\"},{\"id\":\"a6f96f45-55b7-4fb1-a8b4-3104a4b4134c\",\"type\":\"Grid\"},{\"id\":\"f62ad58a-6ce2-43ba-97b1-5de6d2c900ea\",\"type\":\"LinearAxis\"},{\"id\":\"4414677c-c921-49f4-8dab-37e323dbaaca\",\"type\":\"Grid\"},{\"id\":\"7782c812-16fd-4880-a00a-a4880739dffb\",\"type\":\"BoxAnnotation\"},{\"id\":\"ac978d37-efa2-4d18-a131-f9ba87e84201\",\"type\":\"TileRenderer\"}],\"title\":{\"id\":\"db1e00a9-4de0-4cb2-bfbe-6190197a111f\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"b970fb0f-51df-48d4-8975-60294d9fcc3c\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"96edc99f-9d08-4f90-8f71-02fa6a880fdd\",\"type\":\"Range1d\"},\"x_scale\":{\"id\":\"f91b736e-af92-4903-b682-5badf1287d72\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"b26b31f0-6fd5-49f2-9aa4-5e6390e0a119\",\"type\":\"Range1d\"},\"y_scale\":{\"id\":\"2d824a63-d4d8-44b5-aac8-6b4155ff6582\",\"type\":\"LinearScale\"}},\"id\":\"9daf8244-82f0-4f0b-a1ff-5ac303732729\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"2d824a63-d4d8-44b5-aac8-6b4155ff6582\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null,\"end\":20000000,\"start\":-20000000},\"id\":\"96edc99f-9d08-4f90-8f71-02fa6a880fdd\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"33205175-8a32-44ca-9498-76485d4be70f\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"45992982-a427-4e60-90e0-a664491cb5fc\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"82dfc29d-418f-4627-83f7-31ae7e1f2b9a\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"33205175-8a32-44ca-9498-76485d4be70f\",\"type\":\"PanTool\"},{\"id\":\"82dfc29d-418f-4627-83f7-31ae7e1f2b9a\",\"type\":\"WheelZoomTool\"},{\"id\":\"baa2c6df-dfec-4d97-80cd-583ce812f8aa\",\"type\":\"BoxZoomTool\"},{\"id\":\"45992982-a427-4e60-90e0-a664491cb5fc\",\"type\":\"SaveTool\"},{\"id\":\"684c31b0-7882-4398-a87c-e6958ddd9918\",\"type\":\"ResetTool\"},{\"id\":\"36eed8f0-fa43-437b-9c69-c15bf14f4cb8\",\"type\":\"HelpTool\"}]},\"id\":\"b970fb0f-51df-48d4-8975-60294d9fcc3c\",\"type\":\"Toolbar\"},{\"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\":\"7782c812-16fd-4880-a00a-a4880739dffb\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"overlay\":{\"id\":\"7782c812-16fd-4880-a00a-a4880739dffb\",\"type\":\"BoxAnnotation\"}},\"id\":\"baa2c6df-dfec-4d97-80cd-583ce812f8aa\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"c6805227-304b-4658-a189-b059d5b84c30\",\"type\":\"BasicTicker\"},{\"attributes\":{\"plot\":{\"id\":\"9daf8244-82f0-4f0b-a1ff-5ac303732729\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"c6805227-304b-4658-a189-b059d5b84c30\",\"type\":\"BasicTicker\"}},\"id\":\"a6f96f45-55b7-4fb1-a8b4-3104a4b4134c\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"36eed8f0-fa43-437b-9c69-c15bf14f4cb8\",\"type\":\"HelpTool\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"9daf8244-82f0-4f0b-a1ff-5ac303732729\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"1ad52fba-f2f2-46f3-b7cc-52434e6bc335\",\"type\":\"BasicTicker\"}},\"id\":\"4414677c-c921-49f4-8dab-37e323dbaaca\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1ad52fba-f2f2-46f3-b7cc-52434e6bc335\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"a9c6c6bd-33a6-4c73-a8ef-3fc2eca80787\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"tile_source\":{\"id\":\"af0fd968-d3aa-4850-9687-028d391f3e4d\",\"type\":\"WMTSTileSource\"}},\"id\":\"ac978d37-efa2-4d18-a131-f9ba87e84201\",\"type\":\"TileRenderer\"},{\"attributes\":{},\"id\":\"fd53f1d7-d8e0-4539-afcb-7cd5f8028cd9\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"formatter\":{\"id\":\"fd53f1d7-d8e0-4539-afcb-7cd5f8028cd9\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"9daf8244-82f0-4f0b-a1ff-5ac303732729\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"1ad52fba-f2f2-46f3-b7cc-52434e6bc335\",\"type\":\"BasicTicker\"},\"visible\":false},\"id\":\"f62ad58a-6ce2-43ba-97b1-5de6d2c900ea\",\"type\":\"LinearAxis\"},{\"attributes\":{\"attribution\":\"Map tiles by <a href=\\\"http://stamen.com\\\">Stamen Design</a>, under <a href=\\\"http://creativecommons.org/licenses/by/3.0\\\">CC BY 3.0</a>. Data by <a href=\\\"http://openstreetmap.org\\\">OpenStreetMap</a>, under <a href=\\\"http://creativecommons.org/licenses/by-sa/3.0\\\">CC BY SA</a>.\",\"url\":\"http://tile.stamen.com/terrain/{Z}/{X}/{Y}.png\"},\"id\":\"af0fd968-d3aa-4850-9687-028d391f3e4d\",\"type\":\"WMTSTileSource\"}],\"root_ids\":[\"9daf8244-82f0-4f0b-a1ff-5ac303732729\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.7\"}};\n",
- " var render_items = [{\"docid\":\"d08efbcb-4a1c-4357-a31a-2f22ace31cb8\",\"elementid\":\"f177dc21-de2c-4953-8686-f1864b589f58\",\"modelid\":\"9daf8244-82f0-4f0b-a1ff-5ac303732729\"}];\n",
+ " var docs_json = {\"d81d2566-57a3-41e6-be20-7e9b76304eca\":{\"roots\":{\"references\":[{\"attributes\":{},\"id\":\"7741e230-fead-4f0e-8d7a-cc807dfedc2c\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"faef4b11-d9af-474e-a8e4-06e2dd90e45c\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"e4632f0b-ca8b-4058-b650-ef1c649b6f57\",\"type\":\"HelpTool\"},{\"attributes\":{\"plot\":{\"id\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"8c03b924-adf6-4599-8d50-3b813d764aee\",\"type\":\"BasicTicker\"}},\"id\":\"6fecea43-59ac-471f-a51a-cecdebc6505e\",\"type\":\"Grid\"},{\"attributes\":{\"attribution\":\"Map tiles by <a href=\\\"http://stamen.com\\\">Stamen Design</a>, under <a href=\\\"http://creativecommons.org/licenses/by/3.0\\\">CC BY 3.0</a>. Data by <a href=\\\"http://openstreetmap.org\\\">OpenStreetMap</a>, under <a href=\\\"http://creativecommons.org/licenses/by-sa/3.0\\\">CC BY SA</a>.\",\"url\":\"http://tile.stamen.com/terrain/{Z}/{X}/{Y}.png\"},\"id\":\"506e1bab-a751-420e-81e1-3d0fc376487c\",\"type\":\"WMTSTileSource\"},{\"attributes\":{\"callback\":null,\"end\":20000000,\"start\":-20000000},\"id\":\"d5f627b9-adbd-4900-97fb-080cab5692f1\",\"type\":\"Range1d\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"c7fc34a9-e33f-4aae-834a-c06ac9b5bd6c\",\"type\":\"PanTool\"},{\"id\":\"024d3ff4-ea45-4a9a-a42b-0b54e8aa80c3\",\"type\":\"WheelZoomTool\"},{\"id\":\"be8d6cbd-b682-4ade-b375-043504e79ba3\",\"type\":\"BoxZoomTool\"},{\"id\":\"faef4b11-d9af-474e-a8e4-06e2dd90e45c\",\"type\":\"SaveTool\"},{\"id\":\"3553e9bb-0f1a-4744-8d23-6f15fe8ef911\",\"type\":\"ResetTool\"},{\"id\":\"e4632f0b-ca8b-4058-b650-ef1c649b6f57\",\"type\":\"HelpTool\"}]},\"id\":\"692d9410-4c36-46d5-a604-dd68492830f5\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"024d3ff4-ea45-4a9a-a42b-0b54e8aa80c3\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"c7fc34a9-e33f-4aae-834a-c06ac9b5bd6c\",\"type\":\"PanTool\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"fa4e3bd0-d921-4d16-aa31-a61afd1aecfc\",\"type\":\"BasicTicker\"}},\"id\":\"de1591b2-73bb-49ed-84bf-f45102fb067f\",\"type\":\"Grid\"},{\"attributes\":{\"below\":[{\"id\":\"91784571-8d76-4d7b-8fb1-4ff409b5fafa\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"0956bf0f-0c40-4488-9a2e-8974608ee33d\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"91784571-8d76-4d7b-8fb1-4ff409b5fafa\",\"type\":\"LinearAxis\"},{\"id\":\"6fecea43-59ac-471f-a51a-cecdebc6505e\",\"type\":\"Grid\"},{\"id\":\"0956bf0f-0c40-4488-9a2e-8974608ee33d\",\"type\":\"LinearAxis\"},{\"id\":\"de1591b2-73bb-49ed-84bf-f45102fb067f\",\"type\":\"Grid\"},{\"id\":\"ba665c24-f5d7-41cb-8fcd-7471d7f5a85f\",\"type\":\"BoxAnnotation\"},{\"id\":\"993139ab-d7ef-4ac2-abd5-a76aacf23137\",\"type\":\"TileRenderer\"}],\"title\":{\"id\":\"a60d4a16-8977-4797-9344-919b892baaf5\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"692d9410-4c36-46d5-a604-dd68492830f5\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"124185a1-dc46-4e2b-8752-296e0d1509b8\",\"type\":\"Range1d\"},\"x_scale\":{\"id\":\"a73abcb9-b494-4772-b62d-9ab05c11020c\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"d5f627b9-adbd-4900-97fb-080cab5692f1\",\"type\":\"Range1d\"},\"y_scale\":{\"id\":\"a692edcf-66c3-4639-b9b5-515bbb1b0f60\",\"type\":\"LinearScale\"}},\"id\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"callback\":null,\"end\":20000000,\"start\":-20000000},\"id\":\"124185a1-dc46-4e2b-8752-296e0d1509b8\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"8c03b924-adf6-4599-8d50-3b813d764aee\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"fa4e3bd0-d921-4d16-aa31-a61afd1aecfc\",\"type\":\"BasicTicker\"},{\"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\":\"ba665c24-f5d7-41cb-8fcd-7471d7f5a85f\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"b3565b1e-882d-4d45-a022-2f8687a4e101\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"formatter\":{\"id\":\"7741e230-fead-4f0e-8d7a-cc807dfedc2c\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"fa4e3bd0-d921-4d16-aa31-a61afd1aecfc\",\"type\":\"BasicTicker\"},\"visible\":false},\"id\":\"0956bf0f-0c40-4488-9a2e-8974608ee33d\",\"type\":\"LinearAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"ba665c24-f5d7-41cb-8fcd-7471d7f5a85f\",\"type\":\"BoxAnnotation\"}},\"id\":\"be8d6cbd-b682-4ade-b375-043504e79ba3\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"a60d4a16-8977-4797-9344-919b892baaf5\",\"type\":\"Title\"},{\"attributes\":{\"tile_source\":{\"id\":\"506e1bab-a751-420e-81e1-3d0fc376487c\",\"type\":\"WMTSTileSource\"}},\"id\":\"993139ab-d7ef-4ac2-abd5-a76aacf23137\",\"type\":\"TileRenderer\"},{\"attributes\":{},\"id\":\"3553e9bb-0f1a-4744-8d23-6f15fe8ef911\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"a692edcf-66c3-4639-b9b5-515bbb1b0f60\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"a73abcb9-b494-4772-b62d-9ab05c11020c\",\"type\":\"LinearScale\"},{\"attributes\":{\"formatter\":{\"id\":\"b3565b1e-882d-4d45-a022-2f8687a4e101\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"8c03b924-adf6-4599-8d50-3b813d764aee\",\"type\":\"BasicTicker\"},\"visible\":false},\"id\":\"91784571-8d76-4d7b-8fb1-4ff409b5fafa\",\"type\":\"LinearAxis\"}],\"root_ids\":[\"fa9ca289-64b7-4306-98ea-f1215fac56ba\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.7\"}};\n",
+ " var render_items = [{\"docid\":\"d81d2566-57a3-41e6-be20-7e9b76304eca\",\"elementid\":\"1eb4ea3a-ff0a-400c-b8dd-3cb8b80324fd\",\"modelid\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\"}];\n",
" \n",
" Bokeh.embed.embed_items(docs_json, render_items);\n",
" };\n",
@@ -1284,7 +1284,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"f177dc21-de2c-4953-8686-f1864b589f58\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"1eb4ea3a-ff0a-400c-b8dd-3cb8b80324fd\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
" \n",
@@ -1341,7 +1341,7 @@
"\n",
"\n",
" <div class=\"bk-root\">\n",
- " <div class=\"bk-plotdiv\" id=\"059dd55b-3132-4734-b6a6-c2464b877218\"></div>\n",
+ " <div class=\"bk-plotdiv\" id=\"0f2f75ae-6bf0-46e6-b515-496fc0af1d12\"></div>\n",
" </div>\n",
"<script type=\"text/javascript\">\n",
" \n",
@@ -1382,7 +1382,7 @@
" \n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"059dd55b-3132-4734-b6a6-c2464b877218\");\n",
+ " var el = document.getElementById(\"0f2f75ae-6bf0-46e6-b515-496fc0af1d12\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
" }\n",
@@ -1432,9 +1432,9 @@
" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
" }\n",
- " };var element = document.getElementById(\"059dd55b-3132-4734-b6a6-c2464b877218\");\n",
+ " };var element = document.getElementById(\"0f2f75ae-6bf0-46e6-b515-496fc0af1d12\");\n",
" if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '059dd55b-3132-4734-b6a6-c2464b877218' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '0f2f75ae-6bf0-46e6-b515-496fc0af1d12' but no matching script tag was found. \")\n",
" return false;\n",
" }\n",
" \n",
@@ -1444,8 +1444,8 @@
" function(Bokeh) {\n",
" (function() {\n",
" var fn = function() {\n",
- " var docs_json = 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+ " var render_items = [{\"docid\":\"be922e71-259a-4aab-a680-460961b992ae\",\"elementid\":\"0f2f75ae-6bf0-46e6-b515-496fc0af1d12\",\"modelid\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\"}];\n",
" \n",
" Bokeh.embed.embed_items(docs_json, render_items);\n",
" };\n",
@@ -1470,7 +1470,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"059dd55b-3132-4734-b6a6-c2464b877218\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"0f2f75ae-6bf0-46e6-b515-496fc0af1d12\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
" \n",
@@ -1500,6 +1500,19 @@
"show(fireball_fig)"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {
+ "slideshow": {
+ "slide_type": "skip"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "fireball_fig.renderers.remove(fireballs)"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {
@@ -1551,7 +1564,7 @@
"\n",
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" <div class=\"bk-root\">\n",
- " <div class=\"bk-plotdiv\" id=\"cfcf5f06-8f7f-4726-b919-01cb6657cbb7\"></div>\n",
+ " <div class=\"bk-plotdiv\" id=\"50e5c6d7-0add-49b5-9862-def28d537227\"></div>\n",
" </div>\n",
"<script type=\"text/javascript\">\n",
" \n",
@@ -1592,7 +1605,7 @@
" \n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"cfcf5f06-8f7f-4726-b919-01cb6657cbb7\");\n",
+ " var el = document.getElementById(\"50e5c6d7-0add-49b5-9862-def28d537227\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
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@@ -1642,9 +1655,9 @@
" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
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- " };var element = document.getElementById(\"cfcf5f06-8f7f-4726-b919-01cb6657cbb7\");\n",
+ " };var element = document.getElementById(\"50e5c6d7-0add-49b5-9862-def28d537227\");\n",
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- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'cfcf5f06-8f7f-4726-b919-01cb6657cbb7' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '50e5c6d7-0add-49b5-9862-def28d537227' but no matching script tag was found. \")\n",
" return false;\n",
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" \n",
@@ -1654,8 +1667,8 @@
" function(Bokeh) {\n",
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" var fn = function() {\n",
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5f\",\"type\":\"BoxAnnotation\"}},\"id\":\"be8d6cbd-b682-4ade-b375-043504e79ba3\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"tile_source\":{\"id\":\"506e1bab-a751-420e-81e1-3d0fc376487c\",\"type\":\"WMTSTileSource\"}},\"id\":\"993139ab-d7ef-4ac2-abd5-a76aacf23137\",\"type\":\"TileRenderer\"},{\"attributes\":{},\"id\":\"3553e9bb-0f1a-4744-8d23-6f15fe8ef911\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"a692edcf-66c3-4639-b9b5-515bbb1b0f60\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"a73abcb9-b494-4772-b62d-9ab05c11020c\",\"type\":\"LinearScale\"},{\"attributes\":{\"formatter\":{\"id\":\"b3565b1e-882d-4d45-a022-2f8687a4e101\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"8c03b924-adf6-4599-8d50-3b813d764aee\",\"type\":\"BasicTicker\"},\"visible\":false},\"id\":\"91784571-8d76-4d7b-8fb1-4ff409b5fafa\",\"type\":\"LinearAxis\"}],\"root_ids\":[\"fa9ca289-64b7-4306-98ea-f1215fac56ba\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.7\"}};\n",
+ " var render_items = [{\"docid\":\"620bc520-c87a-4c87-8474-a4b86fe42fd7\",\"elementid\":\"50e5c6d7-0add-49b5-9862-def28d537227\",\"modelid\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\"}];\n",
" \n",
" Bokeh.embed.embed_items(docs_json, render_items);\n",
" };\n",
@@ -1680,7 +1693,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"cfcf5f06-8f7f-4726-b919-01cb6657cbb7\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"50e5c6d7-0add-49b5-9862-def28d537227\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
" \n",
@@ -1707,6 +1720,20 @@
"show(fireball_fig)"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "collapsed": true,
+ "slideshow": {
+ "slide_type": "skip"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "fireball_fig.renderers.remove(fireballs)"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 15,
@@ -1871,7 +1898,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 16,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -1902,7 +1929,7 @@
"\n",
"\n",
" <div class=\"bk-root\">\n",
- " <div class=\"bk-plotdiv\" id=\"0cdeaf10-dc8a-46cc-bce9-bd7338fcfd17\"></div>\n",
+ " <div class=\"bk-plotdiv\" id=\"1a39525a-82e0-450e-92fc-cee6a58d6545\"></div>\n",
" </div>\n",
"<script type=\"text/javascript\">\n",
" \n",
@@ -1943,7 +1970,7 @@
" \n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"0cdeaf10-dc8a-46cc-bce9-bd7338fcfd17\");\n",
+ " var el = document.getElementById(\"1a39525a-82e0-450e-92fc-cee6a58d6545\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
" }\n",
@@ -1993,9 +2020,9 @@
" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
" }\n",
- " };var element = document.getElementById(\"0cdeaf10-dc8a-46cc-bce9-bd7338fcfd17\");\n",
+ " };var element = document.getElementById(\"1a39525a-82e0-450e-92fc-cee6a58d6545\");\n",
" if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '0cdeaf10-dc8a-46cc-bce9-bd7338fcfd17' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '1a39525a-82e0-450e-92fc-cee6a58d6545' but no matching script tag was found. \")\n",
" return false;\n",
" }\n",
" \n",
@@ -2005,8 +2032,8 @@
" function(Bokeh) {\n",
" (function() {\n",
" var fn = function() {\n",
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+ " var render_items = [{\"docid\":\"4b949a4c-a78b-4740-8748-51748f650b88\",\"elementid\":\"1a39525a-82e0-450e-92fc-cee6a58d6545\",\"modelid\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\"}];\n",
" \n",
" Bokeh.embed.embed_items(docs_json, render_items);\n",
" };\n",
@@ -2031,7 +2058,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"0cdeaf10-dc8a-46cc-bce9-bd7338fcfd17\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"1a39525a-82e0-450e-92fc-cee6a58d6545\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
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" \n",
@@ -2077,7 +2104,7 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 18,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -2101,7 +2128,7 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 19,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -2114,7 +2141,7 @@
"\n",
"\n",
" <div class=\"bk-root\">\n",
- " <div class=\"bk-plotdiv\" id=\"d96886d7-3f07-4450-829e-cc1b627ddea4\"></div>\n",
+ " <div class=\"bk-plotdiv\" id=\"21d29b62-81d1-4299-9601-feea2f8c4e30\"></div>\n",
" </div>\n",
"<script type=\"text/javascript\">\n",
" \n",
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" \n",
" function display_loaded() {\n",
" if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"d96886d7-3f07-4450-829e-cc1b627ddea4\");\n",
+ " var el = document.getElementById(\"21d29b62-81d1-4299-9601-feea2f8c4e30\");\n",
" if (el != null) {\n",
" el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
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" console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
" }\n",
- " };var element = document.getElementById(\"d96886d7-3f07-4450-829e-cc1b627ddea4\");\n",
+ " };var element = document.getElementById(\"21d29b62-81d1-4299-9601-feea2f8c4e30\");\n",
" if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'd96886d7-3f07-4450-829e-cc1b627ddea4' but no matching script tag was found. \")\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '21d29b62-81d1-4299-9601-feea2f8c4e30' but no matching script tag was found. \")\n",
" return false;\n",
" }\n",
" \n",
@@ -2217,8 +2244,8 @@
" function(Bokeh) {\n",
" (function() {\n",
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+ " var render_items = [{\"docid\":\"479734d3-b463-4596-9a1b-68a16bf22c06\",\"elementid\":\"21d29b62-81d1-4299-9601-feea2f8c4e30\",\"modelid\":\"fa9ca289-64b7-4306-98ea-f1215fac56ba\"}];\n",
" \n",
" Bokeh.embed.embed_items(docs_json, render_items);\n",
" };\n",
@@ -2243,7 +2270,7 @@
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
- " var cell = $(document.getElementById(\"d96886d7-3f07-4450-829e-cc1b627ddea4\")).parents('.cell').data().cell;\n",
+ " var cell = $(document.getElementById(\"21d29b62-81d1-4299-9601-feea2f8c4e30\")).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
" \n",
@@ -2272,340 +2299,13 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
- "outputs": [
- {
- "data": {
- "text/html": [
- "\n",
- " <div class=\"bk-root\">\n",
- " <a href=\"https://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
- " <span id=\"9f0bdd13-a745-4dec-8393-3f0b956ed0ec\">Loading BokehJS ...</span>\n",
- " </div>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "application/javascript": [
- "\n",
- "(function(root) {\n",
- " function now() {\n",
- " return new Date();\n",
- " }\n",
- "\n",
- " var force = true;\n",
- "\n",
- " if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
- " root._bokeh_onload_callbacks = [];\n",
- " root._bokeh_is_loading = undefined;\n",
- " }\n",
- "\n",
- "\n",
- " \n",
- " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
- " root._bokeh_timeout = Date.now() + 5000;\n",
- " root._bokeh_failed_load = false;\n",
- " }\n",
- "\n",
- " var NB_LOAD_WARNING = {'data': {'text/html':\n",
- " \"<div style='background-color: #fdd'>\\n\"+\n",
- " \"<p>\\n\"+\n",
- " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
- " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
- " \"</p>\\n\"+\n",
- " \"<ul>\\n\"+\n",
- " \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
- " \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
- " \"</ul>\\n\"+\n",
- " \"<code>\\n\"+\n",
- " \"from bokeh.resources import INLINE\\n\"+\n",
- " \"output_notebook(resources=INLINE)\\n\"+\n",
- " \"</code>\\n\"+\n",
- " \"</div>\"}};\n",
- "\n",
- " function display_loaded() {\n",
- " if (root.Bokeh !== undefined) {\n",
- " var el = document.getElementById(\"9f0bdd13-a745-4dec-8393-3f0b956ed0ec\");\n",
- " if (el != null) {\n",
- " el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
- " }\n",
- " } else if (Date.now() < root._bokeh_timeout) {\n",
- " setTimeout(display_loaded, 100)\n",
- " }\n",
- " }\n",
- "\n",
- "\n",
- " function run_callbacks() {\n",
- " try {\n",
- " root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
- " }\n",
- " finally {\n",
- " delete root._bokeh_onload_callbacks\n",
- " }\n",
- " console.info(\"Bokeh: all callbacks have finished\");\n",
- " }\n",
- "\n",
- " function load_libs(js_urls, callback) {\n",
- " root._bokeh_onload_callbacks.push(callback);\n",
- " if (root._bokeh_is_loading > 0) {\n",
- " console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
- " return null;\n",
- " }\n",
- " if (js_urls == null || js_urls.length === 0) {\n",
- " run_callbacks();\n",
- " return null;\n",
- " }\n",
- " console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
- " root._bokeh_is_loading = js_urls.length;\n",
- " for (var i = 0; i < js_urls.length; i++) {\n",
- " var url = js_urls[i];\n",
- " var s = document.createElement('script');\n",
- " s.src = url;\n",
- " s.async = false;\n",
- " s.onreadystatechange = s.onload = function() {\n",
- " root._bokeh_is_loading--;\n",
- " if (root._bokeh_is_loading === 0) {\n",
- " console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
- " run_callbacks()\n",
- " }\n",
- " };\n",
- " s.onerror = function() {\n",
- " console.warn(\"failed to load library \" + url);\n",
- " };\n",
- " console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
- " document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
- " }\n",
- " };var element = document.getElementById(\"9f0bdd13-a745-4dec-8393-3f0b956ed0ec\");\n",
- " if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '9f0bdd13-a745-4dec-8393-3f0b956ed0ec' but no matching script tag was found. \")\n",
- " return false;\n",
- " }\n",
- "\n",
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- " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.7.min.css\");\n",
- " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.7.min.css\");\n",
- " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.7.min.css\");\n",
- " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.7.min.css\");\n",
- " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.7.min.css\");\n",
- " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.7.min.css\");\n",
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- " ];\n",
- "\n",
- " function run_inline_js() {\n",
- " \n",
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- " for (var i = 0; i < inline_js.length; i++) {\n",
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- " } else if (!root._bokeh_failed_load) {\n",
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- " console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
- " run_inline_js();\n",
- " } else {\n",
- " load_libs(js_urls, function() {\n",
- " console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
- " run_inline_js();\n",
- " });\n",
- " }\n",
- "}(window));"
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- " </div>\n",
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- " \n",
- " (function(root) {\n",
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- " \n",
- " var force = false;\n",
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- " root._bokeh_timeout = Date.now() + 0;\n",
- " root._bokeh_failed_load = false;\n",
- " }\n",
- " \n",
- " var NB_LOAD_WARNING = {'data': {'text/html':\n",
- " \"<div style='background-color: #fdd'>\\n\"+\n",
- " \"<p>\\n\"+\n",
- " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
- " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
- " \"</p>\\n\"+\n",
- " \"<ul>\\n\"+\n",
- " \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
- " \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
- " \"</ul>\\n\"+\n",
- " \"<code>\\n\"+\n",
- " \"from bokeh.resources import INLINE\\n\"+\n",
- " \"output_notebook(resources=INLINE)\\n\"+\n",
- " \"</code>\\n\"+\n",
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- " \n",
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- " console.info(\"Bokeh: all callbacks have finished\");\n",
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- " root._bokeh_onload_callbacks.push(callback);\n",
- " if (root._bokeh_is_loading > 0) {\n",
- " console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
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- " console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
- " root._bokeh_is_loading = js_urls.length;\n",
- " for (var i = 0; i < js_urls.length; i++) {\n",
- " var url = js_urls[i];\n",
- " var s = document.createElement('script');\n",
- " s.src = url;\n",
- " s.async = false;\n",
- " s.onreadystatechange = s.onload = function() {\n",
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- " if (root._bokeh_is_loading === 0) {\n",
- " console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
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- " };\n",
- " s.onerror = function() {\n",
- " console.warn(\"failed to load library \" + url);\n",
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- " console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
- " document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
- " }\n",
- " };var element = document.getElementById(\"22a7788b-9e9c-49eb-8b58-4bc260e68db2\");\n",
- " if (element == null) {\n",
- " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '22a7788b-9e9c-49eb-8b58-4bc260e68db2' but no matching script tag was found. \")\n",
- " return false;\n",
- " }\n",
- " \n",
- " var js_urls = [];\n",
- " \n",
- " var inline_js = [\n",
- " function(Bokeh) {\n",
- " (function() {\n",
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- " }\n",
- " \n",
- " }\n",
- " \n",
- " if (root._bokeh_is_loading === 0) {\n",
- " console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
- " run_inline_js();\n",
- " } else {\n",
- " load_libs(js_urls, function() {\n",
- " console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
- " run_inline_js();\n",
- " });\n",
- " }\n",
- " }(window));\n",
- "</script>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
+ "outputs": [],
"source": [
"# The entire code so far\n",
"# Import pandas for handling the data\n",
@@ -2688,7 +2388,7 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 20,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -2711,7 +2411,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 21,
"metadata": {
"slideshow": {
"slide_type": "subslide"
@@ -2721,7 +2421,7 @@
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "8f3d2b34c0774b4eb21bb7f1eaa16415",
+ "model_id": "e774ede01f9a4957a2f503a96fee9e33",
"version_major": 2,
"version_minor": 0
},