diff --git a/doc/index.rst b/doc/index.rst
index 9491734..1be26b5 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -38,6 +38,7 @@ to build out features and make it easier to use.
    search_widget
    simple_search_widget
    label_editor_widget
+   plot_control_widget
 
 .. toctree::
    :maxdepth: 2
diff --git a/doc/plot_control_widget.ipynb b/doc/plot_control_widget.ipynb
index 7cf5f3f..70aa8cb 100644
--- a/doc/plot_control_widget.ipynb
+++ b/doc/plot_control_widget.ipynb
@@ -40,7 +40,6 @@
     {
      "data": {
       "application/javascript": [
-       "\n",
        "(function(root) {\n",
        "  function now() {\n",
        "    return new Date();\n",
@@ -112,26 +111,28 @@
        "\n",
        "    var skip = [];\n",
        "    if (window.requirejs) {\n",
-       "      window.requirejs.config({'packages': {}, 'paths': {'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@4.2.5/dist/gridstack-h5'}, 'shim': {'gridstack': {'exports': 'GridStack'}}});\n",
-       "      \n",
+       "      window.requirejs.config({'packages': {}, 'paths': {'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@4.2.5/dist/gridstack-h5', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'gridstack': {'exports': 'GridStack'}}});\n",
        "      require([\"gridstack\"], function(GridStack) {\n",
-       "\t\n",
        "\twindow.GridStack = GridStack\n",
-       "\t\n",
        "\ton_load()\n",
        "      })\n",
-       "      \n",
-       "      root._bokeh_is_loading = css_urls.length + 1;\n",
+       "      require([\"notyf\"], function() {\n",
+       "\ton_load()\n",
+       "      })\n",
+       "      root._bokeh_is_loading = css_urls.length + 2;\n",
        "    } else {\n",
        "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length;\n",
-       "    }\n",
-       "    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n",
-       "      var urls = ['https://cdn.jsdelivr.net/npm/gridstack@4.2.5/dist/gridstack-h5.js'];\n",
+       "    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n",
+       "      var urls = ['https://cdn.holoviz.org/panel/0.14.1/dist/bundled/gridstack/gridstack@4.2.5/dist/gridstack-h5.js'];\n",
        "      for (var i = 0; i < urls.length; i++) {\n",
        "        skip.push(urls[i])\n",
        "      }\n",
-       "    }\n",
-       "    for (var i = 0; i < js_urls.length; i++) {\n",
+       "    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n",
+       "      var urls = ['https://cdn.holoviz.org/panel/0.14.1/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n",
+       "      for (var i = 0; i < urls.length; i++) {\n",
+       "        skip.push(urls[i])\n",
+       "      }\n",
+       "    }    for (var i = 0; i < js_urls.length; i++) {\n",
        "      var url = js_urls[i];\n",
        "      if (skip.indexOf(url) >= 0) {\n",
        "\tif (!window.requirejs) {\n",
@@ -175,17 +176,15 @@
        "    document.body.appendChild(element);\n",
        "  }\n",
        "\n",
-       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.2.min.js\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/panel.min.js\"];\n",
+       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\", \"https://unpkg.com/@holoviz/panel@0.14.1/dist/panel.min.js\"];\n",
        "  var js_modules = [];\n",
-       "  var css_urls = [\"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/loading.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/widgets.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/alerts.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/debugger.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/card.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/json.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/dataframe.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/markdown.css\"];\n",
-       "  var inline_js = [\n",
-       "    function(Bokeh) {\n",
-       "      inject_raw_css(\"\\n    .bk.pn-loading.arcs:before {\\n      background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n      background-size: auto calc(min(50%, 400px));\\n    }\\n    \");\n",
-       "    },\n",
-       "    function(Bokeh) {\n",
+       "  var css_urls = [\"https://cdn.holoviz.org/panel/0.14.1/dist/css/json.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/widgets.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/markdown.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/dataframe.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/debugger.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/loading.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/card.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/alerts.css\"];\n",
+       "  var inline_js = [    function(Bokeh) {\n",
+       "      inject_raw_css(\"\\n    .bk.pn-loading.arc:before {\\n      background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n      background-size: auto calc(min(50%, 400px));\\n    }\\n    \");\n",
+       "    },    function(Bokeh) {\n",
        "      Bokeh.set_log_level(\"info\");\n",
        "    },\n",
-       "    function(Bokeh) {} // ensure no trailing comma for IE\n",
+       "function(Bokeh) {} // ensure no trailing comma for IE\n",
        "  ];\n",
        "\n",
        "  function run_inline_js() {\n",
@@ -211,7 +210,7 @@
        "  }\n",
        "}(window));"
       ],
-      "application/vnd.holoviews_load.v0+json": "\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  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@4.2.5/dist/gridstack-h5'}, 'shim': {'gridstack': {'exports': 'GridStack'}}});\n      \n      require([\"gridstack\"], function(GridStack) {\n\t\n\twindow.GridStack = GridStack\n\t\n\ton_load()\n      })\n      \n      root._bokeh_is_loading = css_urls.length + 1;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length;\n    }\n    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.jsdelivr.net/npm/gridstack@4.2.5/dist/gridstack-h5.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) >= 0) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) >= 0) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.2.min.js\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/panel.min.js\"];\n  var js_modules = [];\n  var css_urls = [\"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/loading.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/widgets.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/alerts.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/debugger.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/card.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/json.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/dataframe.css\", \"https://unpkg.com/@holoviz/panel@0.13.0/dist/css/markdown.css\"];\n  var inline_js = [\n    function(Bokeh) {\n      inject_raw_css(\"\\n    .bk.pn-loading.arcs:before {\\n      background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n      background-size: auto calc(min(50%, 400px));\\n    }\\n    \");\n    },\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    function(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, js_modules, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
+      "application/vnd.holoviews_load.v0+json": "(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  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@4.2.5/dist/gridstack-h5', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'gridstack': {'exports': 'GridStack'}}});\n      require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n      })\n      require([\"notyf\"], function() {\n\ton_load()\n      })\n      root._bokeh_is_loading = css_urls.length + 2;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length;\n    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/0.14.1/dist/bundled/gridstack/gridstack@4.2.5/dist/gridstack-h5.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/0.14.1/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) >= 0) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) >= 0) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\", \"https://unpkg.com/@holoviz/panel@0.14.1/dist/panel.min.js\"];\n  var js_modules = [];\n  var css_urls = [\"https://cdn.holoviz.org/panel/0.14.1/dist/css/json.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/widgets.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/markdown.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/dataframe.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/debugger.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/loading.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/card.css\", \"https://cdn.holoviz.org/panel/0.14.1/dist/css/alerts.css\"];\n  var inline_js = [    function(Bokeh) {\n      inject_raw_css(\"\\n    .bk.pn-loading.arc:before {\\n      background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n      background-size: auto calc(min(50%, 400px));\\n    }\\n    \");\n    },    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, js_modules, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
      },
      "metadata": {},
      "output_type": "display_data"
@@ -662,18 +661,22 @@
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
        "<div id='1002'>\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "  <div class=\"bk-root\" id=\"4c4ded3d-bb2f-4dc9-ae1b-7d01a1dd30b0\" data-root-id=\"1002\"></div>\n",
+       "  <div class=\"bk-root\" id=\"c8144a99-eff8-46b8-88a9-2d2a44815480\" data-root-id=\"1002\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
        "  function embed_document(root) {\n",
-       "    var docs_json = {\"20c6da9d-030e-4fb5-bd6b-257e709eefd1\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"TemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]},{\"extends\":null,\"module\":null,\"name\":\"MaterialTemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]}],\"roots\":{\"references\":[{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00115\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1004\",\"type\":\"Div\"},{\"attributes\":{\"children\":[{\"id\":\"1008\"},{\"id\":\"1009\"}],\"margin\":[0,10,0,10],\"name\":\"Row00106\",\"visible\":false},\"id\":\"1007\",\"type\":\"Row\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":{\"ColorBrewer palettes\":[[\"YlGn\",\"YlGn\"],[\"YlGnBu\",\"YlGnBu\"],[\"GnBu\",\"GnBu\"],[\"BuGn\",\"BuGn\"],[\"PuBuGn\",\"PuBuGn\"],[\"PuBu\",\"PuBu\"],[\"BuPu\",\"BuPu\"],[\"RdPu\",\"RdPu\"],[\"PuRd\",\"PuRd\"],[\"OrRd\",\"OrRd\"],[\"YlOrRd\",\"YlOrRd\"],[\"YlOrBr\",\"YlOrBr\"],[\"Purples\",\"Purples\"],[\"Blues\",\"Blues\"],[\"Greens\",\"Greens\"],[\"Oranges\",\"Oranges\"],[\"Reds\",\"Reds\"],[\"Greys\",\"Greys\"],[\"PuOr\",\"PuOr\"],[\"BrBG\",\"BrBG\"],[\"PRGn\",\"PRGn\"],[\"PiYG\",\"PiYG\"],[\"RdBu\",\"RdBu\"],[\"RdGy\",\"RdGy\"],[\"RdYlBu\",\"RdYlBu\"],[\"Spectral\",\"Spectral\"],[\"RdYlGn\",\"RdYlGn\"],[\"Accent\",\"Accent\"],[\"Dark2\",\"Dark2\"],[\"Paired\",\"Paired\"],[\"Pastel1\",\"Pastel1\"],[\"Pastel2\",\"Pastel2\"],[\"Set1\",\"Set1\"],[\"Set2\",\"Set2\"],[\"Set3\",\"Set3\"]],\"D3 palettes\":[[\"Category10\",\"Category10\"],[\"Category20\",\"Category20\"],[\"Category20b\",\"Category20b\"],[\"Category20c\",\"Category20c\"]],\"Default\":[[\"Default palette\",\"Default palette\"]],\"Smooth palettes\":[[\"Viridis\",\"Viridis\"],[\"Cividis\",\"Cividis\"],[\"Greys\",\"Greys\"],[\"Inferno\",\"Inferno\"],[\"Magma\",\"Magma\"],[\"Plasma\",\"Plasma\"],[\"Turbo\",\"Turbo\"]]},\"title\":\"Color Palette\",\"value\":\"Default palette\"},\"id\":\"1005\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"children\":[{\"id\":\"1003\"},{\"id\":\"1004\"},{\"id\":\"1005\"},{\"id\":\"1006\"},{\"id\":\"1007\"},{\"id\":\"1010\"},{\"id\":\"1011\"},{\"id\":\"1012\"},{\"id\":\"1015\"},{\"id\":\"1016\"},{\"id\":\"1017\"},{\"id\":\"1018\"},{\"id\":\"1019\"}],\"css_classes\":[\"panel-widget-box\"],\"margin\":[5,5,5,5],\"name\":\"WidgetBox00121\"},\"id\":\"1002\",\"type\":\"Column\"},{\"attributes\":{\"css_classes\":[\"alert\",\"alert-danger\",\"markdown\"],\"margin\":[0,0,25,0],\"name\":\"Alert00113\",\"sizing_mode\":\"stretch_width\",\"text\":\"&lt;h3&gt;Bad scale&lt;/h3&gt;\\n&lt;p&gt;Column with Log or Sqrt scale contains negative values; Using a linear scale&lt;/p&gt;\",\"visible\":false},\"id\":\"1019\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"css_classes\":[\"markdown\"],\"margin\":[5,5,5,5],\"name\":\"Markdown00119\",\"text\":\"&lt;h4&gt;Plot Controls&lt;/h4&gt;\"},\"id\":\"1003\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Hover text column\",\"value\":\"Default\"},\"id\":\"1016\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1009\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00117\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1015\",\"type\":\"Div\"},{\"attributes\":{\"button_type\":\"success\",\"disabled\":true,\"icon\":null,\"label\":\"Apply Changes\",\"margin\":[5,10,5,10],\"subscribed_events\":[\"button_click\"]},\"id\":\"1018\",\"type\":\"Button\"},{\"attributes\":{\"align\":[\"end\",\"center\"],\"margin\":[5,0,5,5],\"name\":\"\",\"text\":\"Scale type\"},\"id\":\"1008\",\"type\":\"Div\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Color by column\",\"value\":\"Default\"},\"id\":\"1006\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"children\":[{\"id\":\"1013\"},{\"id\":\"1014\"}],\"margin\":[0,5,0,10],\"name\":\"Row00111\",\"visible\":false},\"id\":\"1012\",\"type\":\"Row\"},{\"attributes\":{\"align\":[\"end\",\"center\"],\"margin\":[5,0,5,5],\"name\":\"\",\"text\":\"Scale type\"},\"id\":\"1013\",\"type\":\"Div\"},{\"attributes\":{\"client_comm_id\":\"1c990e0e55a3459e8b71661a79e77b4c\",\"comm_id\":\"6d5f7144fcc74c8e9cdbad5f9e5551c3\",\"plot_id\":\"1002\"},\"id\":\"1020\",\"type\":\"panel.models.comm_manager.CommManager\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\"],\"title\":\"Marker size column\",\"value\":\"Default\"},\"id\":\"1011\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00116\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1010\",\"type\":\"Div\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00118\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1017\",\"type\":\"Div\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1014\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"reload\":false},\"id\":\"1021\",\"type\":\"panel.models.location.Location\"}],\"root_ids\":[\"1002\",\"1020\",\"1021\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.2\"}};\n",
-       "    var render_items = [{\"docid\":\"20c6da9d-030e-4fb5-bd6b-257e709eefd1\",\"root_ids\":[\"1002\"],\"roots\":{\"1002\":\"4c4ded3d-bb2f-4dc9-ae1b-7d01a1dd30b0\"}}];\n",
+       "    var docs_json = {\"5f818528-798f-4499-adac-6a3f1e3b84fc\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"NotificationAreaBase1\",\"overrides\":[],\"properties\":[{\"default\":\"bottom-right\",\"kind\":null,\"name\":\"position\"},{\"default\":0,\"kind\":null,\"name\":\"_clear\"}]},{\"extends\":null,\"module\":null,\"name\":\"NotificationArea1\",\"overrides\":[],\"properties\":[{\"default\":[],\"kind\":null,\"name\":\"notifications\"},{\"default\":\"bottom-right\",\"kind\":null,\"name\":\"position\"},{\"default\":0,\"kind\":null,\"name\":\"_clear\"},{\"default\":[{\"background\":\"#ffc107\",\"icon\":{\"className\":\"fas fa-exclamation-triangle\",\"color\":\"white\",\"tagName\":\"i\"},\"type\":\"warning\"},{\"background\":\"#007bff\",\"icon\":{\"className\":\"fas fa-info-circle\",\"color\":\"white\",\"tagName\":\"i\"},\"type\":\"info\"}],\"kind\":null,\"name\":\"types\"}]},{\"extends\":null,\"module\":null,\"name\":\"Notification\",\"overrides\":[],\"properties\":[{\"default\":null,\"kind\":null,\"name\":\"background\"},{\"default\":3000,\"kind\":null,\"name\":\"duration\"},{\"default\":null,\"kind\":null,\"name\":\"icon\"},{\"default\":\"\",\"kind\":null,\"name\":\"message\"},{\"default\":null,\"kind\":null,\"name\":\"notification_type\"},{\"default\":false,\"kind\":null,\"name\":\"_destroyed\"}]},{\"extends\":null,\"module\":null,\"name\":\"TemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]},{\"extends\":null,\"module\":null,\"name\":\"MaterialTemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]}],\"roots\":{\"references\":[{\"attributes\":{\"align\":[\"end\",\"center\"],\"margin\":[5,0,5,5],\"name\":\"\",\"text\":\"Scale type\"},\"id\":\"1013\",\"type\":\"Div\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Hover text column\",\"value\":\"Default\"},\"id\":\"1016\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"children\":[{\"id\":\"1013\"},{\"id\":\"1014\"}],\"margin\":[0,5,0,10],\"name\":\"Row00111\",\"visible\":false},\"id\":\"1012\",\"type\":\"Row\"},{\"attributes\":{\"align\":[\"end\",\"center\"],\"margin\":[5,0,5,5],\"name\":\"\",\"text\":\"Scale type\"},\"id\":\"1008\",\"type\":\"Div\"},{\"attributes\":{\"button_type\":\"success\",\"disabled\":true,\"icon\":null,\"label\":\"Apply Changes\",\"margin\":[5,10,5,10],\"subscribed_events\":[\"button_click\"]},\"id\":\"1018\",\"type\":\"Button\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Color by column\",\"value\":\"Default\"},\"id\":\"1006\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00117\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1015\",\"type\":\"Div\"},{\"attributes\":{\"css_classes\":[\"markdown\"],\"margin\":[5,5,5,5],\"name\":\"Markdown00119\",\"text\":\"&lt;h4&gt;Plot Controls&lt;/h4&gt;\"},\"id\":\"1003\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1009\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"css_classes\":[\"alert\",\"alert-danger\",\"markdown\"],\"margin\":[0,0,25,0],\"name\":\"Alert00113\",\"sizing_mode\":\"stretch_width\",\"text\":\"&lt;h3&gt;Bad scale&lt;/h3&gt;\\n&lt;p&gt;Column with Log or Sqrt scale contains negative values; Using a linear scale&lt;/p&gt;\",\"visible\":false},\"id\":\"1019\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\"],\"title\":\"Marker size column\",\"value\":\"Default\"},\"id\":\"1011\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"children\":[{\"id\":\"1008\"},{\"id\":\"1009\"}],\"margin\":[0,10,0,10],\"name\":\"Row00106\",\"visible\":false},\"id\":\"1007\",\"type\":\"Row\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00118\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1017\",\"type\":\"Div\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":{\"ColorBrewer palettes\":[[\"YlGn\",\"YlGn\"],[\"YlGnBu\",\"YlGnBu\"],[\"GnBu\",\"GnBu\"],[\"BuGn\",\"BuGn\"],[\"PuBuGn\",\"PuBuGn\"],[\"PuBu\",\"PuBu\"],[\"BuPu\",\"BuPu\"],[\"RdPu\",\"RdPu\"],[\"PuRd\",\"PuRd\"],[\"OrRd\",\"OrRd\"],[\"YlOrRd\",\"YlOrRd\"],[\"YlOrBr\",\"YlOrBr\"],[\"Purples\",\"Purples\"],[\"Blues\",\"Blues\"],[\"Greens\",\"Greens\"],[\"Oranges\",\"Oranges\"],[\"Reds\",\"Reds\"],[\"Greys\",\"Greys\"],[\"PuOr\",\"PuOr\"],[\"BrBG\",\"BrBG\"],[\"PRGn\",\"PRGn\"],[\"PiYG\",\"PiYG\"],[\"RdBu\",\"RdBu\"],[\"RdGy\",\"RdGy\"],[\"RdYlBu\",\"RdYlBu\"],[\"Spectral\",\"Spectral\"],[\"RdYlGn\",\"RdYlGn\"],[\"Accent\",\"Accent\"],[\"Dark2\",\"Dark2\"],[\"Paired\",\"Paired\"],[\"Pastel1\",\"Pastel1\"],[\"Pastel2\",\"Pastel2\"],[\"Set1\",\"Set1\"],[\"Set2\",\"Set2\"],[\"Set3\",\"Set3\"]],\"D3 palettes\":[[\"Category10\",\"Category10\"],[\"Category20\",\"Category20\"],[\"Category20b\",\"Category20b\"],[\"Category20c\",\"Category20c\"]],\"Default\":[[\"Default palette\",\"Default palette\"]],\"Smooth palettes\":[[\"Viridis\",\"Viridis\"],[\"Cividis\",\"Cividis\"],[\"Greys\",\"Greys\"],[\"Inferno\",\"Inferno\"],[\"Magma\",\"Magma\"],[\"Plasma\",\"Plasma\"],[\"Turbo\",\"Turbo\"]]},\"title\":\"Color Palette\",\"value\":\"Default palette\"},\"id\":\"1005\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00116\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1010\",\"type\":\"Div\"},{\"attributes\":{\"reload\":false},\"id\":\"1021\",\"type\":\"panel.models.location.Location\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1014\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"children\":[{\"id\":\"1003\"},{\"id\":\"1004\"},{\"id\":\"1005\"},{\"id\":\"1006\"},{\"id\":\"1007\"},{\"id\":\"1010\"},{\"id\":\"1011\"},{\"id\":\"1012\"},{\"id\":\"1015\"},{\"id\":\"1016\"},{\"id\":\"1017\"},{\"id\":\"1018\"},{\"id\":\"1019\"}],\"css_classes\":[\"panel-widget-box\"],\"margin\":[5,5,5,5],\"name\":\"WidgetBox00121\"},\"id\":\"1002\",\"type\":\"Column\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00115\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1004\",\"type\":\"Div\"},{\"attributes\":{\"client_comm_id\":\"8cffd50b33734bedaaaf3acd4ce6d0a2\",\"comm_id\":\"a14f3ba9eab9459798801b774aa2fc17\",\"plot_id\":\"1002\"},\"id\":\"1020\",\"type\":\"panel.models.comm_manager.CommManager\"}],\"root_ids\":[\"1002\",\"1020\",\"1021\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+       "    var render_items = [{\"docid\":\"5f818528-798f-4499-adac-6a3f1e3b84fc\",\"root_ids\":[\"1002\"],\"roots\":{\"1002\":\"c8144a99-eff8-46b8-88a9-2d2a44815480\"}}];\n",
        "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
        "  }\n",
        "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
        "    embed_document(root);\n",
@@ -709,7 +712,6 @@
    ],
    "source": [
     "controller = tnt.PlotControlWidget(penguins)\n",
-    "\n",
     "controller"
    ]
   },
@@ -802,18 +804,22 @@
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
        "<div id='1088'>\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "  <div class=\"bk-root\" id=\"3442b4f6-efc2-4bd8-bb81-c62c97e174a1\" data-root-id=\"1088\"></div>\n",
+       "  <div class=\"bk-root\" id=\"3f4a48a7-5612-494a-a905-16f3fd4d019a\" data-root-id=\"1088\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
        "  function embed_document(root) {\n",
-       "    var docs_json = 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\":null,\"dimension\":1,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1043\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"label\",\"transform\":{\"id\":\"1024\"}},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":0.25},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1072\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Penguins 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+       "    var render_items = [{\"docid\":\"33b7abe3-515f-4462-b29c-05e7d655204d\",\"root_ids\":[\"1088\"],\"roots\":{\"1088\":\"3f4a48a7-5612-494a-a905-16f3fd4d019a\"}}];\n",
        "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
        "  }\n",
        "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
        "    embed_document(root);\n",
@@ -875,18 +881,22 @@
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
        "<div id='1210'>\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "  <div class=\"bk-root\" id=\"62287816-f078-4c57-8eba-7aebc3063c59\" data-root-id=\"1210\"></div>\n",
+       "  <div class=\"bk-root\" id=\"a91fa5ca-0bd6-46d9-a261-60394243233c\" data-root-id=\"1210\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
        "  function embed_document(root) {\n",
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column\",\"value\":\"Default\"},\"id\":\"1251\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"label\":{\"field\":\"color_by\"},\"renderers\":[{\"id\":\"1082\"}]},\"id\":\"1084\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1099\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"1050\"}},\"id\":\"1046\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"fill_color\":{\"field\":\"label\",\"transform\":{\"id\":\"1024\"}},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":0.25},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1070\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1022\"},\"glyph\":{\"id\":\"1068\"},\"group\":null,\"hover_glyph\":{\"id\":\"1071\"},\"muted_glyph\":{\"id\":\"1072\"},\"nonselection_glyph\":{\"id\":\"1069\"},\"selection_glyph\":{\"id\":\"1070\"},\"view\":{\"id\":\"1074\"}},\"id\":\"1073\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"1040\"},\"coordinates\":null,\"dimension\":1,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1043\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"label\",\"transform\":{\"id\":\"1024\"}},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":0.25},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1072\",\"type\":\"Circle\"},{\"attributes\":{\"css_classes\":[\"alert\",\"alert-danger\",\"markdown\"],\"margin\":[0,0,25,0],\"name\":\"Alert00113\",\"sizing_mode\":\"stretch_width\",\"text\":\"&lt;h3&gt;Bad scale&lt;/h3&gt;\\n&lt;p&gt;Column with Log or Sqrt scale contains negative values; Using a linear scale&lt;/p&gt;\",\"visible\":false},\"id\":\"1264\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\"],\"title\":\"Marker size column\",\"value\":\"Default\"},\"id\":\"1256\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{},\"id\":\"1048\",\"type\":\"ResetTool\"},{\"attributes\":{\"css_classes\":[\"markdown\"],\"margin\":[5,5,5,5],\"name\":\"Markdown00119\",\"text\":\"&lt;h4&gt;Plot Controls&lt;/h4&gt;\"},\"id\":\"1248\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.75},\"fill_color\":{\"value\":\"red\"},\"line_width\":{\"value\":2},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1071\",\"type\":\"Circle\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1254\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"align\":[\"end\",\"center\"],\"margin\":[5,0,5,5],\"name\":\"\",\"text\":\"Scale type\"},\"id\":\"1253\",\"type\":\"Div\"},{\"attributes\":{},\"id\":\"1041\",\"type\":\"BasicTicker\"},{\"attributes\":{\"children\":[{\"id\":\"1253\"},{\"id\":\"1254\"}],\"margin\":[0,10,0,10],\"name\":\"Row00106\",\"visible\":false},\"id\":\"1252\",\"type\":\"Row\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1050\",\"type\":\"PolyAnnotation\"}],\"root_ids\":[\"1210\",\"1301\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+       "    var render_items = [{\"docid\":\"fd4f5864-df64-4f57-8bd9-475ea048dc26\",\"root_ids\":[\"1210\"],\"roots\":{\"1210\":\"a91fa5ca-0bd6-46d9-a261-60394243233c\"}}];\n",
        "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
        "  }\n",
        "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
        "    embed_document(root);\n",
@@ -909,7 +919,7 @@
       ],
       "text/plain": [
        "Row\n",
-       "    [0] BokehPlotPane(color_by_palette=['#7a0402', '#30123b', ...], color_by_vector=Series([], dtype: object), label_color_factors=['Chinstrap', ...], label_color_palette=['#7a0402', '#30123b', ...], labels=0      Adelie\n",
+       "    [0] BokehPlotPane(color_by_palette=['#1f77b4', '#ff7f0e', ...], color_by_vector=Series([], dtype: object), label_color_factors=['Chinstrap', ...], label_color_palette=['#1f77b4', '#ff7f0e', ...], labels=0      Adelie\n",
        "1      Adeli..., name='Plot')\n",
        "    [1] PlotControlWidget(name='Plot Controls')"
       ]
@@ -940,7 +950,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "id": "a507fe6a",
    "metadata": {},
    "outputs": [
@@ -953,19 +963,23 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='1366'>\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "  <div class=\"bk-root\" id=\"4c01fc60-15d2-421e-9003-4b03a5ed1e80\" data-root-id=\"1366\"></div>\n",
+       "<div id='1362'>\n",
+       "  <div class=\"bk-root\" id=\"556889fd-14a2-4e37-bb43-77f43e19b864\" data-root-id=\"1362\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
        "  function embed_document(root) {\n",
-       "    var docs_json = {\"fd512bb8-40ea-4dcb-9d8b-4c9c76fdea26\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"TemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]},{\"extends\":null,\"module\":null,\"name\":\"MaterialTemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]}],\"roots\":{\"references\":[{\"attributes\":{\"css_classes\":[\"alert\",\"alert-danger\",\"markdown\"],\"margin\":[0,0,25,0],\"name\":\"Alert00150\",\"sizing_mode\":\"stretch_width\",\"text\":\"&lt;h3&gt;Bad scale&lt;/h3&gt;\\n&lt;p&gt;Column with Log or Sqrt scale contains negative values; Using a linear scale&lt;/p&gt;\",\"visible\":false},\"id\":\"1383\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1378\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"client_comm_id\":\"8dc83224fd684f5abf9a74aa9ba6694c\",\"comm_id\":\"c667186747dc442c8a75073ec75b720c\",\"plot_id\":\"1366\"},\"id\":\"1384\",\"type\":\"panel.models.comm_manager.CommManager\"},{\"attributes\":{\"children\":[{\"id\":\"1367\"},{\"id\":\"1368\"},{\"id\":\"1369\"},{\"id\":\"1370\"},{\"id\":\"1371\"},{\"id\":\"1374\"},{\"id\":\"1375\"},{\"id\":\"1376\"},{\"id\":\"1379\"},{\"id\":\"1380\"},{\"id\":\"1381\"},{\"id\":\"1382\"},{\"id\":\"1383\"}],\"css_classes\":[\"panel-widget-box\"],\"margin\":[5,5,5,5],\"name\":\"WidgetBox00158\"},\"id\":\"1366\",\"type\":\"Column\"},{\"attributes\":{\"children\":[{\"id\":\"1377\"},{\"id\":\"1378\"}],\"margin\":[0,5,0,10],\"name\":\"Row00148\"},\"id\":\"1376\",\"type\":\"Row\"},{\"attributes\":{\"align\":[\"end\",\"center\"],\"margin\":[5,0,5,5],\"name\":\"\",\"text\":\"Scale type\"},\"id\":\"1372\",\"type\":\"Div\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00154\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1379\",\"type\":\"Div\"},{\"attributes\":{\"align\":[\"end\",\"center\"],\"margin\":[5,0,5,5],\"name\":\"\",\"text\":\"Scale type\"},\"id\":\"1377\",\"type\":\"Div\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":{\"ColorBrewer palettes\":[[\"YlGn\",\"YlGn\"],[\"YlGnBu\",\"YlGnBu\"],[\"GnBu\",\"GnBu\"],[\"BuGn\",\"BuGn\"],[\"PuBuGn\",\"PuBuGn\"],[\"PuBu\",\"PuBu\"],[\"BuPu\",\"BuPu\"],[\"RdPu\",\"RdPu\"],[\"PuRd\",\"PuRd\"],[\"OrRd\",\"OrRd\"],[\"YlOrRd\",\"YlOrRd\"],[\"YlOrBr\",\"YlOrBr\"],[\"Purples\",\"Purples\"],[\"Blues\",\"Blues\"],[\"Greens\",\"Greens\"],[\"Oranges\",\"Oranges\"],[\"Reds\",\"Reds\"],[\"Greys\",\"Greys\"],[\"PuOr\",\"PuOr\"],[\"BrBG\",\"BrBG\"],[\"PRGn\",\"PRGn\"],[\"PiYG\",\"PiYG\"],[\"RdBu\",\"RdBu\"],[\"RdGy\",\"RdGy\"],[\"RdYlBu\",\"RdYlBu\"],[\"Spectral\",\"Spectral\"],[\"RdYlGn\",\"RdYlGn\"],[\"Accent\",\"Accent\"],[\"Dark2\",\"Dark2\"],[\"Paired\",\"Paired\"],[\"Pastel1\",\"Pastel1\"],[\"Pastel2\",\"Pastel2\"],[\"Set1\",\"Set1\"],[\"Set2\",\"Set2\"],[\"Set3\",\"Set3\"]],\"D3 palettes\":[[\"Category10\",\"Category10\"],[\"Category20\",\"Category20\"],[\"Category20b\",\"Category20b\"],[\"Category20c\",\"Category20c\"]],\"Default\":[[\"Default palette\",\"Default palette\"]],\"Smooth palettes\":[[\"Viridis\",\"Viridis\"],[\"Cividis\",\"Cividis\"],[\"Greys\",\"Greys\"],[\"Inferno\",\"Inferno\"],[\"Magma\",\"Magma\"],[\"Plasma\",\"Plasma\"],[\"Turbo\",\"Turbo\"]]},\"title\":\"Color Palette\",\"value\":\"Default palette\"},\"id\":\"1369\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Hover text column\",\"value\":\"Default\"},\"id\":\"1380\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"button_type\":\"success\",\"disabled\":true,\"icon\":null,\"label\":\"Apply Changes\",\"margin\":[5,10,5,10],\"subscribed_events\":[\"button_click\"]},\"id\":\"1382\",\"type\":\"Button\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00153\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1374\",\"type\":\"Div\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Color by column\",\"value\":\"Default\"},\"id\":\"1370\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\"],\"title\":\"Marker size column\",\"value\":\"Default\"},\"id\":\"1375\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00152\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1368\",\"type\":\"Div\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1373\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"children\":[{\"id\":\"1372\"},{\"id\":\"1373\"}],\"margin\":[0,10,0,10],\"name\":\"Row00143\"},\"id\":\"1371\",\"type\":\"Row\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00155\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1381\",\"type\":\"Div\"},{\"attributes\":{\"css_classes\":[\"markdown\"],\"margin\":[5,5,5,5],\"name\":\"Markdown00156\",\"text\":\"&lt;h4&gt;Plot Controls&lt;/h4&gt;\"},\"id\":\"1367\",\"type\":\"panel.models.markup.HTML\"}],\"root_ids\":[\"1366\",\"1384\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.2\"}};\n",
-       "    var render_items = [{\"docid\":\"fd512bb8-40ea-4dcb-9d8b-4c9c76fdea26\",\"root_ids\":[\"1366\"],\"roots\":{\"1366\":\"4c01fc60-15d2-421e-9003-4b03a5ed1e80\"}}];\n",
+       "    var docs_json = {\"a171ab38-239b-4969-8758-a69ba9f00e59\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"NotificationAreaBase1\",\"overrides\":[],\"properties\":[{\"default\":\"bottom-right\",\"kind\":null,\"name\":\"position\"},{\"default\":0,\"kind\":null,\"name\":\"_clear\"}]},{\"extends\":null,\"module\":null,\"name\":\"NotificationArea1\",\"overrides\":[],\"properties\":[{\"default\":[],\"kind\":null,\"name\":\"notifications\"},{\"default\":\"bottom-right\",\"kind\":null,\"name\":\"position\"},{\"default\":0,\"kind\":null,\"name\":\"_clear\"},{\"default\":[{\"background\":\"#ffc107\",\"icon\":{\"className\":\"fas fa-exclamation-triangle\",\"color\":\"white\",\"tagName\":\"i\"},\"type\":\"warning\"},{\"background\":\"#007bff\",\"icon\":{\"className\":\"fas 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Changes\",\"margin\":[5,10,5,10],\"subscribed_events\":[\"button_click\"]},\"id\":\"1415\",\"type\":\"Button\"},{\"attributes\":{\"active_scroll\":{\"id\":\"1045\"},\"tools\":[{\"id\":\"1044\"},{\"id\":\"1045\"},{\"id\":\"1046\"},{\"id\":\"1047\"},{\"id\":\"1048\"},{\"id\":\"1049\"},{\"id\":\"1086\"}]},\"id\":\"1051\",\"type\":\"Toolbar\"},{\"attributes\":{\"children\":[{\"id\":\"1405\"},{\"id\":\"1406\"}],\"margin\":[0,10,0,10],\"name\":\"Row00138\"},\"id\":\"1404\",\"type\":\"Row\"},{\"attributes\":{},\"id\":\"1061\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":0},\"marker\":{\"value\":\"square\"}},\"id\":\"1080\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1060\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"1036\"}],\"border_fill_color\":\"whitesmoke\",\"center\":[{\"id\":\"1039\"},{\"id\":\"1043\"},{\"id\":\"1076\"},{\"id\":\"1085\"}],\"height\":400,\"left\":[{\"id\":\"1040\"}],\"output_backend\":\"webgl\",\"renderers\":[{\"id\":\"1073\"},{\"id\":\"1082\"}],\"title\":{\"id\":\"1026\"},\"toolbar\":{\"id\":\"1051\"},\"toolbar_location\":\"above\",\"width\":400,\"x_range\":{\"id\":\"1028\"},\"x_scale\":{\"id\":\"1032\"},\"y_range\":{\"id\":\"1030\"},\"y_scale\":{\"id\":\"1034\"}},\"id\":\"1025\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\"],\"title\":\"Marker size column\",\"value\":\"Default\"},\"id\":\"1408\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{},\"id\":\"1063\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bounds\":[0,0],\"coordinates\":null,\"formatter\":{\"id\":\"1063\"},\"group\":null,\"major_label_policy\":{\"id\":\"1064\"},\"ticker\":{\"id\":\"1037\"}},\"id\":\"1036\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1064\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":0.25},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1069\",\"type\":\"Circle\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Color by column\",\"value\":\"Default\"},\"id\":\"1403\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{},\"id\":\"1030\",\"type\":\"DataRange1d\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.75},\"fill_color\":{\"field\":\"label\",\"transform\":{\"id\":\"1024\"}},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":0.25},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1068\",\"type\":\"Circle\"},{\"attributes\":{\"factors\":[\"Chinstrap\",\"Gentoo\",\"Adelie\"],\"palette\":[\"#1f77b4\",\"#ff7f0e\",\"#2ca02c\"]},\"id\":\"1024\",\"type\":\"CategoricalColorMapper\"},{\"attributes\":{\"bounds\":[0,0],\"coordinates\":null,\"formatter\":{\"id\":\"1060\"},\"group\":null,\"major_label_policy\":{\"id\":\"1061\"},\"ticker\":{\"id\":\"1041\"}},\"id\":\"1040\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"1022\"}},\"id\":\"1074\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1032\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1075\"}],\"label_width\":150},\"id\":\"1076\",\"type\":\"Legend\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00147\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1401\",\"type\":\"Div\"},{\"attributes\":{},\"id\":\"1049\",\"type\":\"HelpTool\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1073\"}],\"tooltips\":\"<div>@hover_text</div>\"},\"id\":\"1086\",\"type\":\"HoverTool\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":{\"ColorBrewer palettes\":[[\"YlGn\",\"YlGn\"],[\"YlGnBu\",\"YlGnBu\"],[\"GnBu\",\"GnBu\"],[\"BuGn\",\"BuGn\"],[\"PuBuGn\",\"PuBuGn\"],[\"PuBu\",\"PuBu\"],[\"BuPu\",\"BuPu\"],[\"RdPu\",\"RdPu\"],[\"PuRd\",\"PuRd\"],[\"OrRd\",\"OrRd\"],[\"YlOrRd\",\"YlOrRd\"],[\"YlOrBr\",\"YlOrBr\"],[\"Purples\",\"Purples\"],[\"Blues\",\"Blues\"],[\"Greens\",\"Greens\"],[\"Oranges\",\"Oranges\"],[\"Reds\",\"Reds\"],[\"Greys\",\"Greys\"],[\"PuOr\",\"PuOr\"],[\"BrBG\",\"BrBG\"],[\"PRGn\",\"PRGn\"],[\"PiYG\",\"PiYG\"],[\"RdBu\",\"RdBu\"],[\"RdGy\",\"RdGy\"],[\"RdYlBu\",\"RdYlBu\"],[\"Spectral\",\"Spectral\"],[\"RdYlGn\",\"RdYlGn\"],[\"Accent\",\"Accent\"],[\"Dark2\",\"Dark2\"],[\"Paired\",\"Paired\"],[\"Pastel1\",\"Pastel1\"],[\"Pastel2\",\"Pastel2\"],[\"Set1\",\"Set1\"],[\"Set2\",\"Set2\"],[\"Set3\",\"Set3\"]],\"D3 palettes\":[[\"Category10\",\"Category10\"],[\"Category20\",\"Category20\"],[\"Category20b\",\"Category20b\"],[\"Category20c\",\"Category20c\"]],\"Default\":[[\"Default palette\",\"Default palette\"]],\"Smooth palettes\":[[\"Viridis\",\"Viridis\"],[\"Cividis\",\"Cividis\"],[\"Greys\",\"Greys\"],[\"Inferno\",\"Inferno\"],[\"Magma\",\"Magma\"],[\"Plasma\",\"Plasma\"],[\"Turbo\",\"Turbo\"]]},\"title\":\"Color Palette\",\"value\":\"Default palette\"},\"id\":\"1402\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{},\"id\":\"1047\",\"type\":\"SaveTool\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00149\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1412\",\"type\":\"Div\"},{\"attributes\":{},\"id\":\"1045\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1044\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1037\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"1036\"},\"coordinates\":null,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1039\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1028\",\"type\":\"DataRange1d\"},{\"attributes\":{\"css_classes\":[\"alert\",\"alert-danger\",\"markdown\"],\"margin\":[0,0,25,0],\"name\":\"Alert00145\",\"sizing_mode\":\"stretch_width\",\"text\":\"&lt;h3&gt;Bad scale&lt;/h3&gt;\\n&lt;p&gt;Column with Log or Sqrt scale contains negative values; Using a linear scale&lt;/p&gt;\",\"visible\":false},\"id\":\"1416\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{},\"id\":\"1034\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"field\":\"color_by\"},\"renderers\":[{\"id\":\"1082\"}]},\"id\":\"1084\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1099\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"1050\"}},\"id\":\"1046\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"fill_color\":{\"field\":\"label\",\"transform\":{\"id\":\"1024\"}},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":0.25},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1070\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1022\"},\"glyph\":{\"id\":\"1068\"},\"group\":null,\"hover_glyph\":{\"id\":\"1071\"},\"muted_glyph\":{\"id\":\"1072\"},\"nonselection_glyph\":{\"id\":\"1069\"},\"selection_glyph\":{\"id\":\"1070\"},\"view\":{\"id\":\"1074\"}},\"id\":\"1073\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"1040\"},\"coordinates\":null,\"dimension\":1,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1043\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"label\",\"transform\":{\"id\":\"1024\"}},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":0.25},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1072\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1048\",\"type\":\"ResetTool\"},{\"attributes\":{\"margin\":[5,10,5,10],\"options\":[\"Default\",\"species\",\"island\",\"bill-length\",\"bill-depth\",\"flipper-length\",\"body-mass\",\"sex\"],\"title\":\"Hover text column\",\"value\":\"Default\"},\"id\":\"1413\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"Selection\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1406\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.75},\"fill_color\":{\"value\":\"red\"},\"line_width\":{\"value\":2},\"radius\":{\"field\":\"apparent_size\"}},\"id\":\"1071\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1041\",\"type\":\"BasicTicker\"},{\"attributes\":{\"children\":[{\"id\":\"1025\"},{\"id\":\"1399\"}],\"margin\":[0,0,0,0],\"name\":\"Row00154\"},\"id\":\"1362\",\"type\":\"Row\"},{\"attributes\":{\"active\":0,\"labels\":[\"Linear\",\"Log\",\"Sqrt\"],\"margin\":[5,10,5,10]},\"id\":\"1411\",\"type\":\"RadioButtonGroup\"},{\"attributes\":{\"client_comm_id\":\"e1eb9b4ebf3f4b2f9da2a322b5e70ab7\",\"comm_id\":\"03b3c7578d354dd091eecdb14aa03126\",\"plot_id\":\"1362\"},\"id\":\"1453\",\"type\":\"panel.models.comm_manager.CommManager\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1050\",\"type\":\"PolyAnnotation\"},{\"attributes\":{\"height\":5,\"margin\":[0,10,10,10],\"min_height\":5,\"name\":\"Divider00150\",\"style\":{\"height\":\"100%\",\"width\":\"100%\"},\"text\":\"<hr style=\\\"margin: 0px\\\">\",\"width_policy\":\"fit\"},\"id\":\"1414\",\"type\":\"Div\"}],\"root_ids\":[\"1362\",\"1453\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+       "    var render_items = [{\"docid\":\"a171ab38-239b-4969-8758-a69ba9f00e59\",\"root_ids\":[\"1362\"],\"roots\":{\"1362\":\"556889fd-14a2-4e37-bb43-77f43e19b864\"}}];\n",
        "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
+       "    for (const render_item of render_items) {\n",
+       "      for (const root_id of render_item.root_ids) {\n",
+       "\tconst id_el = document.getElementById(root_id)\n",
+       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
+       "\t  const root_el = id_el.children[0]\n",
+       "\t  root_el.id = root_el.id + '-rendered'\n",
+       "\t}\n",
+       "      }\n",
+       "    }\n",
        "  }\n",
        "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
        "    embed_document(root);\n",
@@ -987,13 +1001,16 @@
        "})(window);</script>"
       ],
       "text/plain": [
-       "PlotControlWidget(name='Plot Controls')"
+       "Row\n",
+       "    [0] BokehPlotPane(color_by_palette=['#1f77b4', '#ff7f0e', ...], color_by_vector=Series([], dtype: object), label_color_factors=['Chinstrap', ...], label_color_palette=['#1f77b4', '#ff7f0e', ...], labels=0      Adelie\n",
+       "1      Adeli..., name='Plot')\n",
+       "    [1] PlotControlWidget(name='Plot Controls')"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 11,
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "1366"
+       "id": "1362"
       }
      },
      "output_type": "execute_result"
@@ -1001,15 +1018,24 @@
    ],
    "source": [
     "controller = tnt.PlotControlWidget(penguins, scale_type_selector=True)\n",
-    "controller"
+    "controller.link_to_plot(plot)\n",
+    "pn.Row(plot, controller)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6bb23bb4",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python [conda env:anaconda3-bokeh_tnt]",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "conda-env-anaconda3-bokeh_tnt-py"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1021,7 +1047,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.12"
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,