diff --git "a/app.ipynb" "b/app.ipynb"
new file mode 100644--- /dev/null
+++ "b/app.ipynb"
@@ -0,0 +1,576 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: panel in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (1.3.8)\n",
+ "Requirement already satisfied: pandas in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (2.2.0)\n",
+ "Requirement already satisfied: numpy in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (1.26.3)\n",
+ "Requirement already satisfied: matplotlib in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (3.8.2)\n",
+ "Requirement already satisfied: hvplot in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (0.9.2)\n",
+ "Requirement already satisfied: jupyter_bokeh in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (3.0.7)\n",
+ "Requirement already satisfied: nbdev in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (2.3.13)\n",
+ "Requirement already satisfied: bokeh<3.4.0,>=3.2.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (3.3.4)\n",
+ "Requirement already satisfied: param<3.0,>=2.0.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (2.0.2)\n",
+ "Requirement already satisfied: pyviz-comms>=2.0.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (3.0.1)\n",
+ "Requirement already satisfied: xyzservices>=2021.09.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (2023.10.1)\n",
+ "Requirement already satisfied: markdown in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (3.5.2)\n",
+ "Requirement already satisfied: markdown-it-py in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (3.0.0)\n",
+ "Requirement already satisfied: linkify-it-py in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (2.0.2)\n",
+ "Requirement already satisfied: mdit-py-plugins in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (0.4.0)\n",
+ "Requirement already satisfied: requests in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (2.31.0)\n",
+ "Requirement already satisfied: tqdm>=4.48.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (4.66.1)\n",
+ "Requirement already satisfied: bleach in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (6.1.0)\n",
+ "Requirement already satisfied: typing-extensions in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from panel) (4.9.0)\n",
+ "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from pandas) (2.8.2)\n",
+ "Requirement already satisfied: pytz>=2020.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from pandas) (2024.1)\n",
+ "Requirement already satisfied: tzdata>=2022.7 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from pandas) (2023.4)\n",
+ "Requirement already satisfied: contourpy>=1.0.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from matplotlib) (1.2.0)\n",
+ "Requirement already satisfied: cycler>=0.10 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from matplotlib) (0.12.1)\n",
+ "Requirement already satisfied: fonttools>=4.22.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from matplotlib) (4.47.2)\n",
+ "Requirement already satisfied: kiwisolver>=1.3.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from matplotlib) (1.4.5)\n",
+ "Requirement already satisfied: packaging>=20.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from matplotlib) (23.2)\n",
+ "Requirement already satisfied: pillow>=8 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from matplotlib) (10.2.0)\n",
+ "Requirement already satisfied: pyparsing>=2.3.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from matplotlib) (3.1.1)\n",
+ "Requirement already satisfied: colorcet>=2 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from hvplot) (3.0.1)\n",
+ "Requirement already satisfied: holoviews>=1.11.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from hvplot) (1.18.1)\n",
+ "Requirement already satisfied: ipywidgets==8.* in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from jupyter_bokeh) (8.0.4)\n",
+ "Requirement already satisfied: Jinja2>=2.9 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from bokeh<3.4.0,>=3.2.0->panel) (3.1.3)\n",
+ "Requirement already satisfied: PyYAML>=3.10 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from bokeh<3.4.0,>=3.2.0->panel) (6.0.1)\n",
+ "Requirement already satisfied: tornado>=5.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from bokeh<3.4.0,>=3.2.0->panel) (6.3.3)\n",
+ "Requirement already satisfied: ipykernel>=4.5.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipywidgets==8.*->jupyter_bokeh) (6.29.0)\n",
+ "Requirement already satisfied: ipython>=6.1.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipywidgets==8.*->jupyter_bokeh) (8.21.0)\n",
+ "Requirement already satisfied: traitlets>=4.3.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipywidgets==8.*->jupyter_bokeh) (5.14.1)\n",
+ "Requirement already satisfied: widgetsnbextension~=4.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipywidgets==8.*->jupyter_bokeh) (4.0.9)\n",
+ "Requirement already satisfied: jupyterlab-widgets~=3.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipywidgets==8.*->jupyter_bokeh) (3.0.9)\n",
+ "Requirement already satisfied: fastcore>=1.5.27 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from nbdev) (1.5.29)\n",
+ "Requirement already satisfied: execnb>=0.1.4 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from nbdev) (0.1.5)\n",
+ "Requirement already satisfied: astunparse in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from nbdev) (1.6.3)\n",
+ "Requirement already satisfied: ghapi>=1.0.3 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from nbdev) (1.0.4)\n",
+ "Requirement already satisfied: watchdog in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from nbdev) (3.0.0)\n",
+ "Requirement already satisfied: asttokens in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from nbdev) (2.4.1)\n",
+ "Requirement already satisfied: pyct>=0.4.4 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from colorcet>=2->hvplot) (0.5.0)\n",
+ "Requirement already satisfied: pip in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from fastcore>=1.5.27->nbdev) (23.3.1)\n",
+ "Requirement already satisfied: six>=1.5 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n",
+ "Requirement already satisfied: wheel<1.0,>=0.23.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from astunparse->nbdev) (0.41.2)\n",
+ "Requirement already satisfied: webencodings in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from bleach->panel) (0.5.1)\n",
+ "Requirement already satisfied: uc-micro-py in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from linkify-it-py->panel) (1.0.2)\n",
+ "Requirement already satisfied: mdurl~=0.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from markdown-it-py->panel) (0.1.2)\n",
+ "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from requests->panel) (3.3.2)\n",
+ "Requirement already satisfied: idna<4,>=2.5 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from requests->panel) (3.6)\n",
+ "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from requests->panel) (2.2.0)\n",
+ "Requirement already satisfied: certifi>=2017.4.17 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from requests->panel) (2024.2.2)\n",
+ "Requirement already satisfied: appnope in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (0.1.3)\n",
+ "Requirement already satisfied: comm>=0.1.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (0.2.1)\n",
+ "Requirement already satisfied: debugpy>=1.6.5 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (1.6.7)\n",
+ "Requirement already satisfied: jupyter-client>=6.1.12 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (8.6.0)\n",
+ "Requirement already satisfied: jupyter-core!=5.0.*,>=4.12 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (5.5.0)\n",
+ "Requirement already satisfied: matplotlib-inline>=0.1 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (0.1.6)\n",
+ "Requirement already satisfied: nest-asyncio in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (1.6.0)\n",
+ "Requirement already satisfied: psutil in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (5.9.0)\n",
+ "Requirement already satisfied: pyzmq>=24 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (25.1.2)\n",
+ "Requirement already satisfied: decorator in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (5.1.1)\n",
+ "Requirement already satisfied: jedi>=0.16 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (0.19.1)\n",
+ "Requirement already satisfied: prompt-toolkit<3.1.0,>=3.0.41 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (3.0.42)\n",
+ "Requirement already satisfied: pygments>=2.4.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (2.17.2)\n",
+ "Requirement already satisfied: stack-data in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (0.6.2)\n",
+ "Requirement already satisfied: pexpect>4.3 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (4.9.0)\n",
+ "Requirement already satisfied: MarkupSafe>=2.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from Jinja2>=2.9->bokeh<3.4.0,>=3.2.0->panel) (2.1.5)\n",
+ "Requirement already satisfied: parso<0.9.0,>=0.8.3 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (0.8.3)\n",
+ "Requirement already satisfied: platformdirs>=2.5 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from jupyter-core!=5.0.*,>=4.12->ipykernel>=4.5.1->ipywidgets==8.*->jupyter_bokeh) (4.2.0)\n",
+ "Requirement already satisfied: ptyprocess>=0.5 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (0.7.0)\n",
+ "Requirement already satisfied: wcwidth in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (0.2.13)\n",
+ "Requirement already satisfied: executing>=1.2.0 in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (2.0.1)\n",
+ "Requirement already satisfied: pure-eval in /Users/jasonsuarez/miniconda3/envs/dataset/lib/python3.11/site-packages (from stack-data->ipython>=6.1.0->ipywidgets==8.*->jupyter_bokeh) (0.2.2)\n",
+ "Note: you may need to restart the kernel to use updated packages.\n"
+ ]
+ }
+ ],
+ "source": [
+ "%pip install panel pandas numpy matplotlib hvplot jupyter_bokeh nbdev"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#|default_exp app\n",
+ "# | export \n",
+ "import panel as pn\n",
+ "import hvplot.pandas\n",
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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