{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly\n",
    "import plotly.graph_objs as go\n",
    "\n",
    "plotly.offline.init_notebook_mode(connected=True)\n",
    "\n",
    "plotly.offline.iplot({\n",
    "    \"data\": [go.Scatter(x=[1, 2, 3, 4], y=[4, 3, 2, 1])],\n",
    "    \"layout\": go.Layout(title=\"hello world\")\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly\n",
    "plotly.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly.plotly as py\n",
    "import plotly.graph_objs as go\n",
    "# Configure Plotly to be rendered inline in the notebook.\n",
    "plotly.offline.init_notebook_mode(connected=True)\n",
    "# Create random data with numpy\n",
    "import numpy as np\n",
    "\n",
    "N = 1000\n",
    "random_x = np.random.randn(N)\n",
    "random_y = np.random.randn(N)\n",
    "\n",
    "# Create a trace\n",
    "trace = go.Scatter(\n",
    "    x = random_x,\n",
    "    y = random_y,\n",
    "    mode = 'markers'\n",
    ")\n",
    "\n",
    "data = [trace]\n",
    "\n",
    "plot_figure = go.Figure(data=data)\n",
    "plotly.offline.iplot(plot_figure)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly\n",
    "import plotly.plotly as py\n",
    "import plotly.graph_objs as go\n",
    "\n",
    "# Configure Plotly to be rendered inline in the notebook.\n",
    "plotly.offline.init_notebook_mode()\n",
    "\n",
    "z1 = [\n",
    "    [8.83,8.89,8.81,8.87,8.9,8.87],\n",
    "    [8.89,8.94,8.85,8.94,8.96,8.92],\n",
    "    [8.84,8.9,8.82,8.92,8.93,8.91],\n",
    "    [8.79,8.85,8.79,8.9,8.94,8.92],\n",
    "    [8.79,8.88,8.81,8.9,8.95,8.92],\n",
    "    [8.8,8.82,8.78,8.91,8.94,8.92],\n",
    "    [8.75,8.78,8.77,8.91,8.95,8.92],\n",
    "    [8.8,8.8,8.77,8.91,8.95,8.94],\n",
    "    [8.74,8.81,8.76,8.93,8.98,8.99],\n",
    "    [8.89,8.99,8.92,9.1,9.13,9.11],\n",
    "    [8.97,8.97,8.91,9.09,9.11,9.11],\n",
    "    [9.04,9.08,9.05,9.25,9.28,9.27],\n",
    "    [9,9.01,9,9.2,9.23,9.2],\n",
    "    [8.99,8.99,8.98,9.18,9.2,9.19],\n",
    "    [8.93,8.97,8.97,9.18,9.2,9.18]\n",
    "]\n",
    "\n",
    "z2 = [[zij+1 for zij in zi] for zi in z1]\n",
    "z3 = [[zij-1 for zij in zi] for zi in z1]\n",
    "\n",
    "data = [\n",
    "    go.Surface(z=z1),\n",
    "    go.Surface(z=z2, showscale=False, opacity=0.9),\n",
    "    go.Surface(z=z3, showscale=False, opacity=0.9)\n",
    "\n",
    "]\n",
    "plot_figure = go.Figure(data=data, layout=layout)\n",
    "plotly.offline.iplot(plot_figure)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.7"
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}