article.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "title"
    ]
   },
   "source": [
    "# Title"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "contributor"
    ]
   },
   "source": [
    " ### Contributor1FirstName  Contributor1LastName [![orcid](https://orcid.org/sites/default/files/images/orcid_16x16.png)](https://orcid.org/ORCID_ID) \n",
    "Institution"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "contributor"
    ]
   },
   "source": [
    "### Contributor2FirstName  Contributor2LastName [![orcid](https://orcid.org/sites/default/files/images/orcid_16x16.png)](https://orcid.org/ORCID_ID_IF_EXIST) \n",
    "Institution"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "contributor"
    ]
   },
   "source": [
    "### Contributor3FirstName  Contributor3LastName [![orcid](https://orcid.org/sites/default/files/images/orcid_16x16.png)](https://orcid.org/ORCID_ID_IF_EXIST) \n",
    "Institution"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "copyright"
    ]
   },
   "source": [
    "[![cc-by](https://licensebuttons.net/l/by/4.0/88x31.png)](https://creativecommons.org/licenses/by/4.0/) \n",
    "©<AUTHOR or ORGANIZATION / FUNDER>. Published by De Gruyter in cooperation with the University of Luxembourg Centre for Contemporary and Digital History. This is an Open Access article distributed under the terms of the [Creative Commons Attribution License CC-BY](https://creativecommons.org/licenses/by/4.0/)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "copyright"
    ]
   },
   "source": [
    "[![cc-by-nc-nd](https://licensebuttons.net/l/by-nc-nd/4.0/88x31.png)](https://creativecommons.org/licenses/by-nc-nd/4.0/) \n",
    "©<AUTHOR or ORGANIZATION / FUNDER>. Published by De Gruyter in cooperation with the University of Luxembourg Centre for Contemporary and Digital History. This is an Open Access article distributed under the terms of the [Creative Commons Attribution License CC-BY-NC-ND](https://creativecommons.org/licenses/by-nc-nd/4.0/)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": [
     "cover"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from IPython.display import Image, display\n",
    "\n",
    "display(Image(\"./media/placeholder.png\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "disclaimer"
    ]
   },
   "source": [
    " (optional) This article was orginally published (...)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "keywords"
    ]
   },
   "source": [
    "FirstKeyword, SecondKeyword, AlwaysSeparatedByAComma"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "abstract"
    ]
   },
   "source": [
    "This is an abstract (...)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Introduction"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is the first paragrah of running text with a citation example "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "hermeneutics"
    ]
   },
   "source": [
    "This is a hermeneutic paragraph"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "editable": true,
    "jdh": {
     "module": "object",
     "object": {
      "source": [
       "table 1: label table 1"
      ]
     }
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "table-1"
    ]
   },
   "source": [
    "Editor|1641|1798|1916\n",
    "---|---|---|---\n",
    "Senan|0.55|0.4|0.3\n",
    "Henry|0.71|0.5|0.63"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "hidden"
    ]
   },
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Check your Python version\n",
    "from platform import python_version\n",
    "python_version()\n",
    "\n",
    "#!python -V"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# pandas package needs to be added to the requirements.txt 's file \n",
    "import pandas as pd\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
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       "      <th>Name</th>\n",
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       "      <td>Alabama A &amp; M University</td>\n",
       "      <td>Bachelor's</td>\n",
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       "      <td>Bachelor's</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>University of Alabama in Huntsville</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>Public</td>\n",
       "      <td>Southeast</td>\n",
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       "      <td>41500</td>\n",
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       "      <td>Alabama State University</td>\n",
       "      <td>Bachelor's</td>\n",
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       "      <td>0.5125</td>\n",
       "      <td>17</td>\n",
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       "      <td>17400</td>\n",
       "      <td>7393</td>\n",
       "      <td>6557</td>\n",
       "      <td>15854.5</td>\n",
       "      <td>20.889999</td>\n",
       "      <td>24029.5</td>\n",
       "      <td>22400</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>The University of Alabama</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Graduate</td>\n",
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       "      <td>Southeast</td>\n",
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       "      <td>0.5655</td>\n",
       "      <td>26</td>\n",
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       "      <td>26717</td>\n",
       "      <td>9817</td>\n",
       "      <td>9605</td>\n",
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       "      <td>20.770000</td>\n",
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       "      <th>1289</th>\n",
       "      <td>University of Connecticut-Avery Point</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>Public</td>\n",
       "      <td>New England</td>\n",
       "      <td>Mid-size Suburb</td>\n",
       "      <td>0.5940</td>\n",
       "      <td>24</td>\n",
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       "      <td>12946</td>\n",
       "      <td>11730</td>\n",
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       "      <td>20.120001</td>\n",
       "      <td>86510.0</td>\n",
       "      <td>49700</td>\n",
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       "      <th>1290</th>\n",
       "      <td>University of Connecticut-Stamford</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>Public</td>\n",
       "      <td>New England</td>\n",
       "      <td>Mid-size City</td>\n",
       "      <td>0.4107</td>\n",
       "      <td>21</td>\n",
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       "      <td>20.120001</td>\n",
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       "      <td>49700</td>\n",
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       "    <tr>\n",
       "      <th>1291</th>\n",
       "      <td>California State University-Channel Islands</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>Public</td>\n",
       "      <td>Far West</td>\n",
       "      <td>Mid-size Suburb</td>\n",
       "      <td>0.6443</td>\n",
       "      <td>20</td>\n",
       "      <td>954</td>\n",
       "      <td>22570</td>\n",
       "      <td>12026</td>\n",
       "      <td>8434</td>\n",
       "      <td>12500.0</td>\n",
       "      <td>24.850000</td>\n",
       "      <td>32103.0</td>\n",
       "      <td>35800</td>\n",
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       "    <tr>\n",
       "      <th>1292</th>\n",
       "      <td>DigiPen Institute of Technology</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>Private For-Profit</td>\n",
       "      <td>Far West</td>\n",
       "      <td>Small City</td>\n",
       "      <td>0.6635</td>\n",
       "      <td>28</td>\n",
       "      <td>1225</td>\n",
       "      <td>37848</td>\n",
       "      <td>5998</td>\n",
       "      <td>7659</td>\n",
       "      <td>19000.0</td>\n",
       "      <td>21.209999</td>\n",
       "      <td>68233.0</td>\n",
       "      <td>72800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1293</th>\n",
       "      <td>Neumont University</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Bachelor's</td>\n",
       "      <td>Private For-Profit</td>\n",
       "      <td>Rocky Mountains</td>\n",
       "      <td>Mid-size City</td>\n",
       "      <td>0.7997</td>\n",
       "      <td>25</td>\n",
       "      <td>1104</td>\n",
       "      <td>37379</td>\n",
       "      <td>3298</td>\n",
       "      <td>6991</td>\n",
       "      <td>22313.0</td>\n",
       "      <td>24.750000</td>\n",
       "      <td>39241.0</td>\n",
       "      <td>37300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1294 rows × 16 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             Name PredominantDegree  \\\n",
       "0                        Alabama A & M University        Bachelor's   \n",
       "1             University of Alabama at Birmingham        Bachelor's   \n",
       "2             University of Alabama in Huntsville        Bachelor's   \n",
       "3                        Alabama State University        Bachelor's   \n",
       "4                       The University of Alabama        Bachelor's   \n",
       "...                                           ...               ...   \n",
       "1289        University of Connecticut-Avery Point        Bachelor's   \n",
       "1290           University of Connecticut-Stamford        Bachelor's   \n",
       "1291  California State University-Channel Islands        Bachelor's   \n",
       "1292              DigiPen Institute of Technology        Bachelor's   \n",
       "1293                           Neumont University        Bachelor's   \n",
       "\n",
       "     HighestDegree        FundingModel           Region        Geography  \\\n",
       "0         Graduate              Public        Southeast    Mid-size City   \n",
       "1         Graduate              Public        Southeast    Mid-size City   \n",
       "2         Graduate              Public        Southeast    Mid-size City   \n",
       "3         Graduate              Public        Southeast    Mid-size City   \n",
       "4         Graduate              Public        Southeast       Small City   \n",
       "...            ...                 ...              ...              ...   \n",
       "1289      Graduate              Public      New England  Mid-size Suburb   \n",
       "1290      Graduate              Public      New England    Mid-size City   \n",
       "1291      Graduate              Public         Far West  Mid-size Suburb   \n",
       "1292      Graduate  Private For-Profit         Far West       Small City   \n",
       "1293    Bachelor's  Private For-Profit  Rocky Mountains    Mid-size City   \n",
       "\n",
       "      AdmissionRate  ACTMedian  SATAverage  AverageCost  Expenditure  \\\n",
       "0            0.8989         17         823        18888         7459   \n",
       "1            0.8673         25        1146        19990        17208   \n",
       "2            0.8062         26        1180        20306         9352   \n",
       "3            0.5125         17         830        17400         7393   \n",
       "4            0.5655         26        1171        26717         9817   \n",
       "...             ...        ...         ...          ...          ...   \n",
       "1289         0.5940         24        1020        12946        11730   \n",
       "1290         0.4107         21        1017        13028         4958   \n",
       "1291         0.6443         20         954        22570        12026   \n",
       "1292         0.6635         28        1225        37848         5998   \n",
       "1293         0.7997         25        1104        37379         3298   \n",
       "\n",
       "      AverageFacultySalary  MedianDebt  AverageAgeofEntry  MedianFamilyIncome  \\\n",
       "0                     7079     19500.0          20.629999             29039.0   \n",
       "1                    10170     16250.0          22.670000             34909.0   \n",
       "2                     9341     16500.0          23.190001             39766.0   \n",
       "3                     6557     15854.5          20.889999             24029.5   \n",
       "4                     9605     17750.0          20.770000             58976.0   \n",
       "...                    ...         ...                ...                 ...   \n",
       "1289                 14803     18983.0          20.120001             86510.0   \n",
       "1290                 14803     18983.0          20.120001             86510.0   \n",
       "1291                  8434     12500.0          24.850000             32103.0   \n",
       "1292                  7659     19000.0          21.209999             68233.0   \n",
       "1293                  6991     22313.0          24.750000             39241.0   \n",
       "\n",
       "      MedianEarnings  \n",
       "0              27000  \n",
       "1              37200  \n",
       "2              41500  \n",
       "3              22400  \n",
       "4              39200  \n",
       "...              ...  \n",
       "1289           49700  \n",
       "1290           49700  \n",
       "1291           35800  \n",
       "1292           72800  \n",
       "1293           37300  \n",
       "\n",
       "[1294 rows x 16 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(\"https://raw.githubusercontent.com/lux-org/lux-datasets/master/data/college.csv\")\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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