{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<!--NOTEBOOK_HEADER-->\n",
    "*This notebook contains material from [nbpages](https://jckantor.github.io/nbpages) by Jeffrey Kantor (jeff at nd.edu). The text is released under the\n",
    "[CC-BY-NC-ND-4.0 license](https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode).\n",
    "The code is released under the [MIT license](https://opensource.org/licenses/MIT).*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<!--NAVIGATION-->\n",
    "< [1.2 Notebook Style](https://jckantor.github.io/nbpages/01.02-Notebook-Style.html) | [Contents](toc.html) | [Tag Index](tag_index.html) | [1.4 Coding Style](https://jckantor.github.io/nbpages/01.04-Coding.html) ><p><a href=\"https://colab.research.google.com/github/jckantor/nbpages/blob/master/docs/01.03-External-Files.ipynb\"> <img align=\"left\" src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open in Colab\" title=\"Open in Google Colaboratory\"></a><p><a href=\"https://jckantor.github.io/nbpages/01.03-External-Files.ipynb\"> <img align=\"left\" src=\"https://img.shields.io/badge/Github-Download-blue.svg\" alt=\"Download\" title=\"Download Notebook\"></a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpages": {
     "level": 1,
     "link": "[1.3 External Files](https://jckantor.github.io/nbpages/01.03-External-Files.html#1.3-External-Files)",
     "section": "1.3 External Files"
    }
   },
   "source": [
    "# 1.3 External Files"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpages": {
     "level": 1,
     "link": "[1.3 External Files](https://jckantor.github.io/nbpages/01.03-External-Files.html#1.3-External-Files)",
     "section": "1.3 External Files"
    }
   },
   "source": [
    "Notebooks often incorporate figures, data, or video. Any external files must be appropriately licensed for reuse. If that isn't possible, then that information should be accessed by linking to a resource showing the user how to properly access that information.\n",
    "\n",
    "To facilitate use of the notebooks, external resources should be referenced by an external link whenever possible. If the resource must be included within repository, the link should be to the publically accessible repository. This practice enables cross-platform use of notebooks and streamlines the import and use of notebooks by other users."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpages": {
     "level": 2,
     "link": "[1.3.1 Figures](https://jckantor.github.io/nbpages/01.03-External-Files.html#1.3.1-Figures)",
     "section": "1.3.1 Figures"
    }
   },
   "source": [
    "## 1.3.1 Figures\n",
    "\n",
    "Figures included within the repository should located within a common figures directory. This practice enables reuse of figures, and streamlines the editing and maintanence of figures. Figures should be `.png` or `.jpg` format as appropriate, and resized for use with the stndard markdown `![]()` markup.  Use of HTML image tags is discouraged and reported as 'lint'."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpages": {
     "level": 2,
     "link": "[1.3.2 Data](https://jckantor.github.io/nbpages/01.03-External-Files.html#1.3.2-Data)",
     "section": "1.3.2 Data"
    }
   },
   "source": [
    "## 1.3.2 Data\n",
    "\n",
    "Data files distributed with the repository should be located within a common data directory. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "nbpages": {
     "level": 2,
     "link": "[1.3.3 Embedding YouTube video](https://jckantor.github.io/nbpages/01.03-External-Files.html#1.3.3-Embedding-YouTube-video)",
     "section": "1.3.3 Embedding YouTube video"
    }
   },
   "source": [
    "## 1.3.3 Embedding YouTube video"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "nbpages": {
     "level": 2,
     "link": "[1.3.3 Embedding YouTube video](https://jckantor.github.io/nbpages/01.03-External-Files.html#1.3.3-Embedding-YouTube-video)",
     "section": "1.3.3 Embedding YouTube video"
    }
   },
   "outputs": [
    {
     "data": {
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      "text/html": [
       "\n",
       "        <iframe\n",
       "            width=\"400\"\n",
       "            height=\"300\"\n",
       "            src=\"https://www.youtube.com/embed/2eDGHy5iu_M\"\n",
       "            frameborder=\"0\"\n",
       "            allowfullscreen\n",
       "        ></iframe>\n",
       "        "
      ],
      "text/plain": [
       "<IPython.lib.display.YouTubeVideo at 0x1126f3d10>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import YouTubeVideo\n",
    "\n",
    "# Youtube\n",
    "YouTubeVideo('2eDGHy5iu_M')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "nbpages": {
     "level": 2,
     "link": "[1.3.3 Embedding YouTube video](https://jckantor.github.io/nbpages/01.03-External-Files.html#1.3.3-Embedding-YouTube-video)",
     "section": "1.3.3 Embedding YouTube video"
    }
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<!--NAVIGATION-->\n",
    "< [1.2 Notebook Style](https://jckantor.github.io/nbpages/01.02-Notebook-Style.html) | [Contents](toc.html) | [Tag Index](tag_index.html) | [1.4 Coding Style](https://jckantor.github.io/nbpages/01.04-Coding.html) ><p><a href=\"https://colab.research.google.com/github/jckantor/nbpages/blob/master/docs/01.03-External-Files.ipynb\"> <img align=\"left\" src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open in Colab\" title=\"Open in Google Colaboratory\"></a><p><a href=\"https://jckantor.github.io/nbpages/01.03-External-Files.ipynb\"> <img align=\"left\" src=\"https://img.shields.io/badge/Github-Download-blue.svg\" alt=\"Download\" title=\"Download Notebook\"></a>"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}