From 23323acc5a8761278c3b9d6e9d7d0a5441890a56 Mon Sep 17 00:00:00 2001
From: jnaiman <jnaiman@illinois.edu>
Date: Wed, 1 Nov 2023 12:10:43 -0500
Subject: [PATCH] Auto-commit: Wed Nov  1 12:10:43 CDT 2023

---
 week11/prep_notebook_week11.ipynb | 459 +++++++++++++++++++++---------
 1 file changed, 317 insertions(+), 142 deletions(-)

diff --git a/week11/prep_notebook_week11.ipynb b/week11/prep_notebook_week11.ipynb
index ae3088b..bc791a1 100644
--- a/week11/prep_notebook_week11.ipynb
+++ b/week11/prep_notebook_week11.ipynb
@@ -916,19 +916,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-2fcbc8b928a240d39abefbe78bd9ded8\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-156b1a3966f148548367f453945b0f84.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-156b1a3966f148548367f453945b0f84.vega-embed details,\n",
+       "  #altair-viz-156b1a3966f148548367f453945b0f84.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-156b1a3966f148548367f453945b0f84\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-2fcbc8b928a240d39abefbe78bd9ded8\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-2fcbc8b928a240d39abefbe78bd9ded8\");\n",
+       "    if (outputDiv.id !== \"altair-viz-156b1a3966f148548367f453945b0f84\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-156b1a3966f148548367f453945b0f84\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -963,12 +974,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"hconcat\": [{\"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"rect\", \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"selection\": {\"selector002\": {\"type\": \"interval\", \"encodings\": [\"x\", \"y\"]}}}, {\"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"bar\", \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"transform\": [{\"filter\": {\"selection\": \"selector002\"}}]}], \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"hconcat\": [{\"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"rect\", \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"name\": \"view_1\"}, {\"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"bar\", \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"transform\": [{\"filter\": {\"param\": \"param_2\"}}]}], \"params\": [{\"name\": \"param_2\", \"select\": {\"type\": \"interval\", \"encodings\": [\"x\", \"y\"]}, \"views\": [\"view_1\"]}], \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1001,7 +1012,7 @@
    "source": [
     "#error again, ignorning\n",
     "#chart.properties(width='container').save(myJekyllDir+\"assets/json/dashboard_mobility.json\")\n",
-    "chart.save(myJekyllDir+\"assets/json/dashboard_mobility.json\")"
+    "chart.save(myJekyllDir+\"dashboard_mobility.json\")"
    ]
   },
   {
@@ -1058,19 +1069,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-f90997f5fe8f4ab8bd0c1bea0f0086c7\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-1cf5126db5324c838c96ec7da66b3294.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-1cf5126db5324c838c96ec7da66b3294.vega-embed details,\n",
+       "  #altair-viz-1cf5126db5324c838c96ec7da66b3294.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-1cf5126db5324c838c96ec7da66b3294\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-f90997f5fe8f4ab8bd0c1bea0f0086c7\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-f90997f5fe8f4ab8bd0c1bea0f0086c7\");\n",
+       "    if (outputDiv.id !== \"altair-viz-1cf5126db5324c838c96ec7da66b3294\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-1cf5126db5324c838c96ec7da66b3294\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1105,12 +1127,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"point\", \"encoding\": {\"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1172,19 +1194,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-97751b4664bf4c8b9e36c89d198a22ad\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-67831689265f424099f95799d1bbd93f.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-67831689265f424099f95799d1bbd93f.vega-embed details,\n",
+       "  #altair-viz-67831689265f424099f95799d1bbd93f.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-67831689265f424099f95799d1bbd93f\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-97751b4664bf4c8b9e36c89d198a22ad\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-97751b4664bf4c8b9e36c89d198a22ad\");\n",
+       "    if (outputDiv.id !== \"altair-viz-67831689265f424099f95799d1bbd93f\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-67831689265f424099f95799d1bbd93f\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1219,12 +1252,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"point\", \"encoding\": {\"color\": {\"field\": \"Income\", \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"color\": {\"field\": \"Income\", \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1263,19 +1296,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-5ca317f8374840b6a269338d64f9c535\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-dc9e26cbb9fb488dbee3f3861d9af5ce.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-dc9e26cbb9fb488dbee3f3861d9af5ce.vega-embed details,\n",
+       "  #altair-viz-dc9e26cbb9fb488dbee3f3861d9af5ce.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-dc9e26cbb9fb488dbee3f3861d9af5ce\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-5ca317f8374840b6a269338d64f9c535\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-5ca317f8374840b6a269338d64f9c535\");\n",
+       "    if (outputDiv.id !== \"altair-viz-dc9e26cbb9fb488dbee3f3861d9af5ce\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-dc9e26cbb9fb488dbee3f3861d9af5ce\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1310,12 +1354,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"point\", \"encoding\": {\"color\": {\"field\": \"Income\", \"scale\": {\"scheme\": \"viridis\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"color\": {\"field\": \"Income\", \"scale\": {\"scheme\": \"viridis\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1354,19 +1398,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-bb6fcad424094d759af1b6ef096934d9\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-5736d54166c7444dbe13446489b9ce35.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-5736d54166c7444dbe13446489b9ce35.vega-embed details,\n",
+       "  #altair-viz-5736d54166c7444dbe13446489b9ce35.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-5736d54166c7444dbe13446489b9ce35\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-bb6fcad424094d759af1b6ef096934d9\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-bb6fcad424094d759af1b6ef096934d9\");\n",
+       "    if (outputDiv.id !== \"altair-viz-5736d54166c7444dbe13446489b9ce35\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-5736d54166c7444dbe13446489b9ce35\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1401,12 +1456,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"point\", \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"viridis\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"viridis\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1445,19 +1500,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-ab67228ffb7e44aeb503efcd51b392b6\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-57ee0d7a596d4aa0bbe559e48d39df55.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-57ee0d7a596d4aa0bbe559e48d39df55.vega-embed details,\n",
+       "  #altair-viz-57ee0d7a596d4aa0bbe559e48d39df55.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-57ee0d7a596d4aa0bbe559e48d39df55\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-ab67228ffb7e44aeb503efcd51b392b6\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-ab67228ffb7e44aeb503efcd51b392b6\");\n",
+       "    if (outputDiv.id !== \"altair-viz-57ee0d7a596d4aa0bbe559e48d39df55\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-57ee0d7a596d4aa0bbe559e48d39df55\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1492,12 +1558,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"point\", \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"sinebow\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"sinebow\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1536,19 +1602,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-1faf5115d46b4387920478437d60dab5\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-009725da191241e5975d8235bb843bd6.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-009725da191241e5975d8235bb843bd6.vega-embed details,\n",
+       "  #altair-viz-009725da191241e5975d8235bb843bd6.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-009725da191241e5975d8235bb843bd6\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-1faf5115d46b4387920478437d60dab5\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-1faf5115d46b4387920478437d60dab5\");\n",
+       "    if (outputDiv.id !== \"altair-viz-009725da191241e5975d8235bb843bd6\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-009725da191241e5975d8235bb843bd6\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1583,12 +1660,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"point\", \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"sinebow\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"scale\": {\"type\": \"log\"}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"sinebow\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"scale\": {\"type\": \"log\"}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1625,7 +1702,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "scatter6.save(myJekyllDir+\"assets/json/population_scatter.json\")"
+    "scatter6.save(myJekyllDir+\"population_scatter.json\")"
    ]
   },
   {
@@ -1648,19 +1725,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-c05b4ab41cfe4c84a99f6d5949f130bd\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-8e280e3058c64a3ba51040b9f82a3c1f.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-8e280e3058c64a3ba51040b9f82a3c1f.vega-embed details,\n",
+       "  #altair-viz-8e280e3058c64a3ba51040b9f82a3c1f.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-8e280e3058c64a3ba51040b9f82a3c1f\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-c05b4ab41cfe4c84a99f6d5949f130bd\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-c05b4ab41cfe4c84a99f6d5949f130bd\");\n",
+       "    if (outputDiv.id !== \"altair-viz-8e280e3058c64a3ba51040b9f82a3c1f\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-8e280e3058c64a3ba51040b9f82a3c1f\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1695,12 +1783,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"point\", \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"sinebow\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"scale\": {\"type\": \"log\"}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"color\": {\"bin\": {\"maxbins\": 5}, \"field\": \"Income\", \"scale\": {\"scheme\": \"sinebow\"}, \"type\": \"quantitative\"}, \"x\": {\"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"Population\", \"scale\": {\"type\": \"log\"}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1729,7 +1817,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "scatter7.properties(width='container').save(myJekyllDir+\"assets/json/population_scatter.json\")"
+    "scatter7.properties(width='container').save(myJekyllDir+\"population_scatter.json\")"
    ]
   },
   {
@@ -1789,19 +1877,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-dc528fa1f3a24dfc832926cde3bba896\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-ff96c71b0cde4125b9b182cb52bccc0c.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-ff96c71b0cde4125b9b182cb52bccc0c.vega-embed details,\n",
+       "  #altair-viz-ff96c71b0cde4125b9b182cb52bccc0c.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-ff96c71b0cde4125b9b182cb52bccc0c\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-dc528fa1f3a24dfc832926cde3bba896\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-dc528fa1f3a24dfc832926cde3bba896\");\n",
+       "    if (outputDiv.id !== \"altair-viz-ff96c71b0cde4125b9b182cb52bccc0c\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-ff96c71b0cde4125b9b182cb52bccc0c\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1836,12 +1935,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"rect\", \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"rect\"}, \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1901,19 +2000,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-f1fecd9d794140d19bde81f7940d4861\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-beace4b74aa74e519b5b0fb8f30b2b8c.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-beace4b74aa74e519b5b0fb8f30b2b8c.vega-embed details,\n",
+       "  #altair-viz-beace4b74aa74e519b5b0fb8f30b2b8c.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-beace4b74aa74e519b5b0fb8f30b2b8c\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-f1fecd9d794140d19bde81f7940d4861\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-f1fecd9d794140d19bde81f7940d4861\");\n",
+       "    if (outputDiv.id !== \"altair-viz-beace4b74aa74e519b5b0fb8f30b2b8c\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-beace4b74aa74e519b5b0fb8f30b2b8c\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -1948,12 +2058,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"bar\", \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": {\"type\": \"bar\"}, \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
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@@ -2001,19 +2111,30 @@
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       "text/html": [
        "\n",
-       "<div id=\"altair-viz-fe93d738be2048e5a7a4cc50cf2ef7f8\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-e719568715fe442e92e28b3f34492bca.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-e719568715fe442e92e28b3f34492bca.vega-embed details,\n",
+       "  #altair-viz-e719568715fe442e92e28b3f34492bca.vega-embed details summary {\n",
+       "    position: relative;\n",
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+       "</style>\n",
+       "<div id=\"altair-viz-e719568715fe442e92e28b3f34492bca\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-fe93d738be2048e5a7a4cc50cf2ef7f8\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-fe93d738be2048e5a7a4cc50cf2ef7f8\");\n",
+       "    if (outputDiv.id !== \"altair-viz-e719568715fe442e92e28b3f34492bca\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-e719568715fe442e92e28b3f34492bca\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -2048,12 +2169,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"hconcat\": [{\"mark\": \"rect\", \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"width\": 300}, {\"mark\": \"bar\", \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"width\": 300}], \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"hconcat\": [{\"mark\": {\"type\": \"rect\"}, \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"width\": 300}, {\"mark\": {\"type\": \"bar\"}, \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"width\": 300}], \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
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@@ -2087,19 +2208,30 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-81588112cd5d4fde8e492d0a0b184f68\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-3b53e0aa8682475681c9de85aa9a0a21.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-3b53e0aa8682475681c9de85aa9a0a21.vega-embed details,\n",
+       "  #altair-viz-3b53e0aa8682475681c9de85aa9a0a21.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-3b53e0aa8682475681c9de85aa9a0a21\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-81588112cd5d4fde8e492d0a0b184f68\");\n",
+       "    if (outputDiv.id !== \"altair-viz-3b53e0aa8682475681c9de85aa9a0a21\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-3b53e0aa8682475681c9de85aa9a0a21\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -2134,12 +2266,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"hconcat\": [{\"mark\": \"rect\", \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"selection\": {\"selector003\": {\"type\": \"interval\", \"encodings\": [\"x\", \"y\"]}}, \"width\": 300}, {\"mark\": \"bar\", \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"transform\": [{\"filter\": {\"selection\": \"selector003\"}}], \"width\": 300}], \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\"}, {\"mode\": \"vega-lite\"});\n",
+       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"hconcat\": [{\"mark\": {\"type\": \"rect\"}, \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"name\": \"view_2\", \"width\": 300}, {\"mark\": {\"type\": \"bar\"}, \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"transform\": [{\"filter\": {\"param\": \"param_3\"}}], \"width\": 300}], \"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"params\": [{\"name\": \"param_3\", \"select\": {\"type\": \"interval\", \"encodings\": [\"x\", \"y\"]}, \"views\": [\"view_2\"]}], \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.8.0.json\"}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -2191,7 +2323,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "chart.save(myJekyllDir+\"assets/json/altair_mobility_dashboard.json\")"
+    "chart.save(myJekyllDir+\"altair_mobility_dashboard.json\")"
    ]
   },
   {
@@ -2218,7 +2350,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 34,
    "id": "f2fa542f",
    "metadata": {},
    "outputs": [],
@@ -2229,7 +2361,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 35,
    "id": "5b8c3fbf",
    "metadata": {},
    "outputs": [],
@@ -2239,7 +2371,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 36,
    "id": "7bc7b069",
    "metadata": {},
    "outputs": [
@@ -2445,7 +2577,7 @@
        "[5 rows x 43 columns]"
       ]
      },
-     "execution_count": 38,
+     "execution_count": 36,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2456,27 +2588,46 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 37,
    "id": "effe9932",
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/jnaiman/opt/anaconda3/envs/DataVizPL/lib/python3.8/site-packages/altair/utils/deprecation.py:65: AltairDeprecationWarning: 'add_selection' is deprecated. Use 'add_params' instead.\n",
+      "  warnings.warn(message, AltairDeprecationWarning, stacklevel=1)\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-9a125bd42ea84fcbbf8bd5e6346388fc\"></div>\n",
+       "<style>\n",
+       "  #altair-viz-13d2cd77714e45dc90fe4a9f55bc6bea.vega-embed {\n",
+       "    width: 100%;\n",
+       "    display: flex;\n",
+       "  }\n",
+       "\n",
+       "  #altair-viz-13d2cd77714e45dc90fe4a9f55bc6bea.vega-embed details,\n",
+       "  #altair-viz-13d2cd77714e45dc90fe4a9f55bc6bea.vega-embed details summary {\n",
+       "    position: relative;\n",
+       "  }\n",
+       "</style>\n",
+       "<div id=\"altair-viz-13d2cd77714e45dc90fe4a9f55bc6bea\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-9a125bd42ea84fcbbf8bd5e6346388fc\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-9a125bd42ea84fcbbf8bd5e6346388fc\");\n",
+       "    if (outputDiv.id !== \"altair-viz-13d2cd77714e45dc90fe4a9f55bc6bea\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-13d2cd77714e45dc90fe4a9f55bc6bea\");\n",
        "    }\n",
        "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
+       "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
+       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
+       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
        "    function maybeLoadScript(lib, version) {\n",
@@ -2511,19 +2662,19 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"hconcat\": [{\"data\": {\"name\": \"data-b10526190cf48649f6e7312c7784ddd8\"}, \"mark\": \"rect\", \"encoding\": {\"color\": {\"aggregate\": \"count\", \"type\": \"quantitative\"}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"Student_teacher_ratio\", \"type\": \"quantitative\"}, \"y\": {\"field\": \"State\", \"type\": \"ordinal\"}}, \"height\": 400, \"selection\": {\"selector004\": {\"type\": \"interval\", \"encodings\": [\"x\", \"y\"]}}, \"width\": 300}, {\"data\": {\"url\": \"https://raw.githubusercontent.com/UIUC-iSchool-DataViz/is445_data/main/mobility.csv\"}, \"mark\": \"bar\", \"encoding\": {\"x\": {\"axis\": {\"title\": \"Mobility Score\"}, \"bin\": true, \"field\": \"Mobility\", \"type\": \"quantitative\"}, \"y\": {\"aggregate\": \"count\", \"axis\": {\"title\": \"Mobility Score Distribution\"}, \"type\": \"quantitative\"}}, \"transform\": [{\"filter\": {\"selection\": 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\"Social_capital\": -0.298, \"Religious\": 0.514, \"Violent_crime\": 0.001, \"Single_mothers\": 0.19, \"Divorced\": 0.11, \"Married\": 0.601, \"Longitude\": -82.4363861083984, \"Latitude\": 36.4703712463379}, {\"ID\": 200, \"Name\": \"Morristown\", \"Mobility\": 0.0536519401, \"State\": \"TN\", \"Population\": 227816, \"Urban\": 1, \"Black\": 0.02, \"Seg_racial\": 0.093, \"Seg_income\": 0.026, \"Seg_poverty\": 0.028, \"Seg_affluence\": 0.025, \"Commute\": 0.276, \"Income\": 29959, \"Gini\": 0.435, \"Share01\": 10.631, \"Gini_99\": 0.328, \"Middle_class\": 0.538, \"Local_tax_rate\": 0.023, \"Local_gov_spending\": 2004.0, \"Progressivity\": 0.0, \"EITC\": 0.0, \"School_spending\": 4.506, \"Student_teacher_ratio\": null, \"Test_scores\": -3.4, \"HS_dropout\": -0.024, \"Colleges\": 0.009, \"Tuition\": 4762.0, \"Graduation\": -0.101, \"Labor_force_participation\": 0.625, \"Manufacturing\": 0.238, \"Chinese_imports\": 3.03, \"Teenage_labor\": 0.005, \"Migration_in\": 0.016, 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\"Foreign_born\": 0.06, \"Social_capital\": 2.716, \"Religious\": 0.171, \"Violent_crime\": 0.0, \"Single_mothers\": 0.219, \"Divorced\": 0.148, \"Married\": 0.604, \"Longitude\": -123.052955627441, \"Latitude\": 48.5253791809082}, {\"ID\": 39302, \"Name\": \"Bellingham\", \"Mobility\": 0.1155751273, \"State\": \"WA\", \"Population\": 166814, \"Urban\": 1, \"Black\": 0.006, \"Seg_racial\": 0.057, \"Seg_income\": 0.046, \"Seg_poverty\": 0.051, \"Seg_affluence\": 0.042, \"Commute\": 0.418, \"Income\": 35491, \"Gini\": 0.416, \"Share01\": 12.245, \"Gini_99\": 0.294, \"Middle_class\": 0.564, \"Local_tax_rate\": 0.021, \"Local_gov_spending\": 2615.0, \"Progressivity\": 0.0, \"EITC\": 0.0, \"School_spending\": 5.912, \"Student_teacher_ratio\": 21.1, \"Test_scores\": 5.12, \"HS_dropout\": null, \"Colleges\": 0.024, \"Tuition\": 2682.0, \"Graduation\": 0.186, \"Labor_force_participation\": 0.665, \"Manufacturing\": 0.122, \"Chinese_imports\": 1.324, \"Teenage_labor\": 0.005, \"Migration_in\": 0.034, \"Migration_out\": 0.028, \"Foreign_born\": 0.098, \"Social_capital\": 0.063, \"Religious\": 0.294, \"Violent_crime\": 0.001, \"Single_mothers\": 0.195, \"Divorced\": 0.099, \"Married\": 0.538, \"Longitude\": -121.263442993164, \"Latitude\": 48.8311538696289}, {\"ID\": 39303, \"Name\": \"Port Angeles\", \"Mobility\": 0.0858400613, \"State\": \"WA\", \"Population\": 90478, \"Urban\": 0, \"Black\": 0.007, \"Seg_racial\": 0.122, \"Seg_income\": 0.025, \"Seg_poverty\": 0.028, \"Seg_affluence\": 0.024, \"Commute\": 0.486, \"Income\": 39625, \"Gini\": 0.414, \"Share01\": 12.848, \"Gini_99\": 0.285, \"Middle_class\": 0.575, \"Local_tax_rate\": 0.015, \"Local_gov_spending\": 3201.0, \"Progressivity\": 0.0, \"EITC\": 0.0, \"School_spending\": 6.609, \"Student_teacher_ratio\": 19.5, \"Test_scores\": 3.012, \"HS_dropout\": null, \"Colleges\": 0.011, \"Tuition\": 1641.0, \"Graduation\": -0.183, \"Labor_force_participation\": 0.522, \"Manufacturing\": 0.077, \"Chinese_imports\": 0.165, \"Teenage_labor\": 0.004, \"Migration_in\": 0.034, \"Migration_out\": 0.021, \"Foreign_born\": 0.043, \"Social_capital\": 0.476, \"Religious\": 0.26, \"Violent_crime\": 0.001, \"Single_mothers\": 0.235, \"Divorced\": 0.124, \"Married\": 0.598, \"Longitude\": -123.544647216797, \"Latitude\": 47.9120674133301}, {\"ID\": 39400, \"Name\": \"Seattle\", \"Mobility\": 0.1085509509, \"State\": \"WA\", \"Population\": 3775744, \"Urban\": 1, \"Black\": 0.043, \"Seg_racial\": 0.107, \"Seg_income\": 0.083, \"Seg_poverty\": 0.072, \"Seg_affluence\": 0.09, \"Commute\": 0.24, \"Income\": 44591, \"Gini\": 0.424, \"Share01\": 18.7, \"Gini_99\": 0.237, \"Middle_class\": 0.514, \"Local_tax_rate\": 0.021, \"Local_gov_spending\": 3024.0, \"Progressivity\": 0.0, \"EITC\": 0.0, \"School_spending\": 6.604, \"Student_teacher_ratio\": 21.0, \"Test_scores\": -0.108, \"HS_dropout\": null, \"Colleges\": 0.01, \"Tuition\": 5596.0, \"Graduation\": 0.038, \"Labor_force_participation\": 0.682, \"Manufacturing\": 0.13, \"Chinese_imports\": 0.677, \"Teenage_labor\": 0.004, \"Migration_in\": 0.023, \"Migration_out\": 0.022, \"Foreign_born\": 0.113, \"Social_capital\": -0.125, \"Religious\": 0.323, \"Violent_crime\": 0.002, \"Single_mothers\": 0.195, \"Divorced\": 0.116, \"Married\": 0.544, \"Longitude\": -122.012229919434, \"Latitude\": 47.6443939208984}]}}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
        "alt.HConcatChart(...)"
       ]
      },
-     "execution_count": 39,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2563,12 +2714,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 38,
    "id": "f177492d",
    "metadata": {},
    "outputs": [],
    "source": [
-    "chart.save(myJekyllDir+\"assets/json/altair_mobility_data_dashboard.json\")"
+    "chart.save(myJekyllDir+\"altair_mobility_data_dashboard.json\")"
    ]
   },
   {
@@ -2581,7 +2732,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 40,
    "id": "db88e5af",
    "metadata": {},
    "outputs": [],
@@ -2591,44 +2742,44 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 41,
    "id": "d4cfdaee",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "890"
+       "953"
       ]
      },
-     "execution_count": 42,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "os.stat(myJekyllDir+\"assets/json/altair_mobility_dashboard.json\").st_size # size in bytes - so ~1kb"
+    "os.stat(myJekyllDir+\"altair_mobility_dashboard.json\").st_size # size in bytes - so ~1kb"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 42,
    "id": "c68d8f0b",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "699535"
+       "699598"
       ]
      },
-     "execution_count": 43,
+     "execution_count": 42,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "os.stat(myJekyllDir+\"assets/json/altair_mobility_data_dashboard.json\").st_size # so ~7Mb"
+    "os.stat(myJekyllDir+\"altair_mobility_data_dashboard.json\").st_size # so ~7Mb"
    ]
   },
   {
@@ -2641,7 +2792,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "92498c0e",
+   "id": "c70d0814",
    "metadata": {},
    "source": [
     "## 6. Quick drop-down interactivity (if time)"
@@ -2650,7 +2801,31 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d239a4fe",
+   "id": "d4889248",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0984d666",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "39e48b29",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a3ffe75d",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -2658,7 +2833,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ad746877",
+   "id": "d43ee2bc",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -2666,7 +2841,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ba586126",
+   "id": "523693da",
    "metadata": {},
    "outputs": [],
    "source": []