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    {
     "cells": [
      {
       "cell_type": "code",
    
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       "execution_count": 1,
    
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       "id": "a6ee83e4",
    
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       "metadata": {},
    
       "outputs": [
        {
         "name": "stderr",
         "output_type": "stream",
         "text": [
    
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          "\u001b[32m\u001b[1m  Activating\u001b[22m\u001b[39m project at `~/ridepooling_simulations`\n"
    
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       "source": [
    
        "import Pkg;\n",
        "Pkg.activate(\".\")\n",
    
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        "using Plots, Measurements, LaTeXStrings, DataFrames\n",
    
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       ]
      },
      {
       "cell_type": "code",
    
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       "execution_count": 9,
    
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       "id": "06a33104",
    
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       "metadata": {},
       "outputs": [
        {
         "data": {
          "text/plain": [
    
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           "\"./Playing field/resubmission/anywt1.df\""
    
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         "execution_count": 9,
    
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         "metadata": {},
         "output_type": "execute_result"
        }
       ],
       "source": [
        "#path = \"/scratch01.local/rhaag/comparison/drive_and_wait/combined_delays/anywt1_anydt01/\"\n",
        "#name = \"/results_.df\"\n",
    
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        "name = \"./data/results_resub.df\"\n",
    
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        "name = \"./Playing field/resubmission/anywt1.df\"\n",
        "#name = \"./Playing field/resubmission/anywt035.df\""
    
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       ]
      },
      {
       "cell_type": "code",
    
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       "execution_count": 10,
    
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       "id": "9a7c0c8e",
    
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       "metadata": {},
       "outputs": [
        {
         "data": {
          "text/html": [
    
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           "<div class=\"data-frame\"><p>1,600 rows × 27 columns (omitted printing of 21 columns)</p><table class=\"data-frame\"><thead><tr><th></th><th>index</th><th>dt_earliest_pickup</th><th>idle_weight</th><th>resubmission_time_factor</th><th>ν</th><th>t0</th></tr><tr><th></th><th title=\"Int64\">Int64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th><th title=\"Float64\">Float64</th></tr></thead><tbody><tr><th>1</th><td>1</td><td>0.0</td><td>-0.1475</td><td>0.475</td><td>23.0586</td><td>1.0</td></tr><tr><th>2</th><td>2</td><td>0.0</td><td>0.1</td><td>0.5</td><td>23.0586</td><td>1.0</td></tr><tr><th>3</th><td>3</td><td>0.0</td><td>0.3475</td><td>0.525</td><td>23.0586</td><td>1.0</td></tr><tr><th>4</th><td>4</td><td>0.0</td><td>0.595</td><td>0.55</td><td>23.0586</td><td>1.0</td></tr><tr><th>5</th><td>5</td><td>0.0</td><td>0.8425</td><td>0.575</td><td>23.0586</td><td>1.0</td></tr><tr><th>6</th><td>6</td><td>0.0</td><td>1.09</td><td>0.6</td><td>23.0586</td><td>1.0</td></tr><tr><th>7</th><td>7</td><td>0.0</td><td>1.3375</td><td>0.625</td><td>23.0586</td><td>1.0</td></tr><tr><th>8</th><td>8</td><td>0.0</td><td>1.585</td><td>0.65</td><td>23.0586</td><td>1.0</td></tr><tr><th>9</th><td>9</td><td>0.0</td><td>1.8325</td><td>0.675</td><td>23.0586</td><td>1.0</td></tr><tr><th>10</th><td>10</td><td>0.0</td><td>2.08</td><td>0.7</td><td>23.0586</td><td>1.0</td></tr><tr><th>11</th><td>11</td><td>0.0</td><td>2.3275</td><td>0.725</td><td>23.0586</td><td>1.0</td></tr><tr><th>12</th><td>12</td><td>0.0</td><td>2.575</td><td>0.75</td><td>23.0586</td><td>1.0</td></tr><tr><th>13</th><td>13</td><td>0.0</td><td>2.8225</td><td>0.775</td><td>23.0586</td><td>1.0</td></tr><tr><th>14</th><td>14</td><td>0.0</td><td>3.07</td><td>0.8</td><td>23.0586</td><td>1.0</td></tr><tr><th>15</th><td>15</td><td>0.0</td><td>3.3175</td><td>0.825</td><td>23.0586</td><td>1.0</td></tr><tr><th>16</th><td>16</td><td>0.0</td><td>3.565</td><td>0.85</td><td>23.0586</td><td>1.0</td></tr><tr><th>17</th><td>17</td><td>0.0</td><td>3.8125</td><td>0.875</td><td>23.0586</td><td>1.0</td></tr><tr><th>18</th><td>18</td><td>0.0</td><td>4.06</td><td>0.9</td><td>23.0586</td><td>1.0</td></tr><tr><th>19</th><td>19</td><td>0.0</td><td>4.3075</td><td>0.925</td><td>23.0586</td><td>1.0</td></tr><tr><th>20</th><td>20</td><td>0.0</td><td>4.555</td><td>0.95</td><td>23.0586</td><td>1.0</td></tr><tr><th>21</th><td>21</td><td>0.0</td><td>4.8025</td><td>0.975</td><td>23.0586</td><td>1.0</td></tr><tr><th>22</th><td>22</td><td>0.0</td><td>5.05</td><td>1.0</td><td>23.0586</td><td>1.0</td></tr><tr><th>23</th><td>23</td><td>0.0</td><td>5.2975</td><td>1.025</td><td>23.0586</td><td>1.0</td></tr><tr><th>24</th><td>24</td><td>0.0</td><td>5.545</td><td>1.05</td><td>23.0586</td><td>1.0</td></tr><tr><th>25</th><td>25</td><td>0.0</td><td>5.7925</td><td>1.075</td><td>23.0586</td><td>1.0</td></tr><tr><th>26</th><td>26</td><td>0.0</td><td>6.04</td><td>1.1</td><td>23.0586</td><td>1.0</td></tr><tr><th>27</th><td>27</td><td>0.0</td><td>6.2875</td><td>1.125</td><td>23.0586</td><td>1.0</td></tr><tr><th>28</th><td>28</td><td>0.0</td><td>6.535</td><td>1.15</td><td>23.0586</td><td>1.0</td></tr><tr><th>29</th><td>29</td><td>0.0</td><td>6.7825</td><td>1.175</td><td>23.0586</td><td>1.0</td></tr><tr><th>30</th><td>30</td><td>0.0</td><td>7.03</td><td>1.2</td><td>23.0586</td><td>1.0</td></tr><tr><th>&vellip;</th><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td><td>&vellip;</td></tr></tbody></table></div>"
    
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          ],
          "text/latex": [
           "\\begin{tabular}{r|ccccccc}\n",
           "\t& index & dt\\_earliest\\_pickup & idle\\_weight & resubmission\\_time\\_factor & ν & t0 & \\\\\n",
           "\t\\hline\n",
           "\t& Int64 & Float64 & Float64 & Float64 & Float64 & Float64 & \\\\\n",
           "\t\\hline\n",
    
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           "\t1 & 1 & 0.0 & -0.1475 & 0.475 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t2 & 2 & 0.0 & 0.1 & 0.5 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t3 & 3 & 0.0 & 0.3475 & 0.525 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t4 & 4 & 0.0 & 0.595 & 0.55 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t5 & 5 & 0.0 & 0.8425 & 0.575 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t6 & 6 & 0.0 & 1.09 & 0.6 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t7 & 7 & 0.0 & 1.3375 & 0.625 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t8 & 8 & 0.0 & 1.585 & 0.65 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t9 & 9 & 0.0 & 1.8325 & 0.675 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t10 & 10 & 0.0 & 2.08 & 0.7 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t11 & 11 & 0.0 & 2.3275 & 0.725 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t12 & 12 & 0.0 & 2.575 & 0.75 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t13 & 13 & 0.0 & 2.8225 & 0.775 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t14 & 14 & 0.0 & 3.07 & 0.8 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t15 & 15 & 0.0 & 3.3175 & 0.825 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t16 & 16 & 0.0 & 3.565 & 0.85 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t17 & 17 & 0.0 & 3.8125 & 0.875 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t18 & 18 & 0.0 & 4.06 & 0.9 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t19 & 19 & 0.0 & 4.3075 & 0.925 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t20 & 20 & 0.0 & 4.555 & 0.95 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t21 & 21 & 0.0 & 4.8025 & 0.975 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t22 & 22 & 0.0 & 5.05 & 1.0 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t23 & 23 & 0.0 & 5.2975 & 1.025 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t24 & 24 & 0.0 & 5.545 & 1.05 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t25 & 25 & 0.0 & 5.7925 & 1.075 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t26 & 26 & 0.0 & 6.04 & 1.1 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t27 & 27 & 0.0 & 6.2875 & 1.125 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t28 & 28 & 0.0 & 6.535 & 1.15 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t29 & 29 & 0.0 & 6.7825 & 1.175 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
           "\t30 & 30 & 0.0 & 7.03 & 1.2 & 23.0586 & 1.0 & $\\dots$ \\\\\n",
    
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           "\t$\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ & $\\dots$ &  \\\\\n",
           "\\end{tabular}\n"
          ],
          "text/plain": [
    
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           "\u001b[1m1600×27 DataFrame\u001b[0m\n",
    
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           "\u001b[1m  Row \u001b[0m│\u001b[1m index \u001b[0m\u001b[1m dt_earliest_pickup \u001b[0m\u001b[1m idle_weight \u001b[0m\u001b[1m resubmission_time_factor \u001b[0m\u001b[1m ν   \u001b[0m ⋯\n",
           "\u001b[1m      \u001b[0m│\u001b[90m Int64 \u001b[0m\u001b[90m Float64            \u001b[0m\u001b[90m Float64     \u001b[0m\u001b[90m Float64                  \u001b[0m\u001b[90m Floa\u001b[0m ⋯\n",
           "──────┼─────────────────────────────────────────────────────────────────────────\n",
    
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           "    1 │     1              0.0         -0.1475                     0.475  23.0 ⋯\n",
           "    2 │     2              0.0          0.1                        0.5    23.0\n",
           "    3 │     3              0.0          0.3475                     0.525  23.0\n",
           "    4 │     4              0.0          0.595                      0.55   23.0\n",
           "    5 │     5              0.0          0.8425                     0.575  23.0 ⋯\n",
           "    6 │     6              0.0          1.09                       0.6    23.0\n",
           "    7 │     7              0.0          1.3375                     0.625  23.0\n",
           "    8 │     8              0.0          1.585                      0.65   23.0\n",
           "    9 │     9              0.0          1.8325                     0.675  23.0 ⋯\n",
           "   10 │    10              0.0          2.08                       0.7    23.0\n",
           "   11 │    11              0.0          2.3275                     0.725  23.0\n",
    
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           "  ⋮   │   ⋮            ⋮                ⋮                  ⋮                 ⋮ ⋱\n",
    
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           " 1591 │  1591              1.4625       7.2775                     1.225  23.0\n",
           " 1592 │  1592              1.4625       7.525                      1.25   23.0 ⋯\n",
           " 1593 │  1593              1.4625       7.7725                     1.275  23.0\n",
           " 1594 │  1594              1.4625       8.02                       1.3    23.0\n",
           " 1595 │  1595              1.4625       8.2675                     1.325  23.0\n",
           " 1596 │  1596              1.4625       8.515                      1.35   23.0 ⋯\n",
           " 1597 │  1597              1.4625       8.7625                     1.375  23.0\n",
           " 1598 │  1598              1.4625       9.01                       1.4    23.0\n",
           " 1599 │  1599              1.4625       9.2575                     1.425  23.0\n",
           " 1600 │  1600              1.4625       9.505                      1.45   23.0 ⋯\n",
           "\u001b[36m                                                23 columns and 1579 rows omitted\u001b[0m"
    
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         "execution_count": 10,
    
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         "metadata": {},
         "output_type": "execute_result"
        }
       ],
       "source": [
        "results = deserialize(name)"
       ]
      },
      {
       "cell_type": "code",
    
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       "execution_count": 11,
    
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       "id": "ce36de20",
    
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       "metadata": {},
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