bros_n_3rd_class.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\"\"\" \n",
    "I am trying to determine scenarios where these bros could have survived.\n",
    "Using historical texts and other scenarios, like if they had me coaching them in an earphone how to escape.\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>791</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Keane, Mr. Andrew \"Andy\"</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>12460</td>\n",
       "      <td>7.7500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>826</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Flynn, Mr. John</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>368323</td>\n",
       "      <td>6.9500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>829</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>McCormack, Mr. Thomas Joseph</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>367228</td>\n",
       "      <td>7.7500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>891</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Dooley, Mr. Patrick</td>\n",
       "      <td>male</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>370376</td>\n",
       "      <td>7.7500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    PassengerId  Survived  Pclass                          Name   Sex   Age  \\\n",
       "0             6         0       3              Moran, Mr. James  male   NaN   \n",
       "1            17         0       3          Rice, Master. Eugene  male   2.0   \n",
       "2            47         0       3             Lennon, Mr. Denis  male   NaN   \n",
       "3           117         0       3          Connors, Mr. Patrick  male  70.5   \n",
       "4           127         0       3           McMahon, Mr. Martin  male   NaN   \n",
       "5           144         0       3           Burke, Mr. Jeremiah  male  19.0   \n",
       "6           172         0       3          Rice, Master. Arthur  male   4.0   \n",
       "7           189         0       3              Bourke, Mr. John  male  40.0   \n",
       "8           197         0       3           Mernagh, Mr. Robert  male   NaN   \n",
       "9           215         0       3           Kiernan, Mr. Philip  male   NaN   \n",
       "10          261         0       3             Smith, Mr. Thomas  male   NaN   \n",
       "11          279         0       3            Rice, Master. Eric  male   7.0   \n",
       "12          281         0       3              Duane, Mr. Frank  male  65.0   \n",
       "13          302         1       3            McCoy, Mr. Bernard  male   NaN   \n",
       "14          365         0       3           O'Brien, Mr. Thomas  male   NaN   \n",
       "15          389         0       3          Sadlier, Mr. Matthew  male   NaN   \n",
       "16          412         0       3               Hart, Mr. Henry  male   NaN   \n",
       "17          422         0       3           Charters, Mr. David  male  21.0   \n",
       "18          429         0       3              Flynn, Mr. James  male   NaN   \n",
       "19          460         0       3         O'Connor, Mr. Maurice  male   NaN   \n",
       "20          469         0       3            Scanlan, Mr. James  male   NaN   \n",
       "21          511         1       3      Daly, Mr. Eugene Patrick  male  29.0   \n",
       "22          518         0       3             Ryan, Mr. Patrick  male   NaN   \n",
       "23          526         0       3            Farrell, Mr. James  male  40.5   \n",
       "24          553         0       3          O'Brien, Mr. Timothy  male   NaN   \n",
       "25          561         0       3      Morrow, Mr. Thomas Rowan  male   NaN   \n",
       "26          614         0       3              Horgan, Mr. John  male   NaN   \n",
       "27          630         0       3      O'Connell, Mr. Patrick D  male   NaN   \n",
       "28          704         0       3         Gallagher, Mr. Martin  male  25.0   \n",
       "29          719         0       3           McEvoy, Mr. Michael  male   NaN   \n",
       "30          750         0       3       Connaghton, Mr. Michael  male  31.0   \n",
       "31          769         0       3           Moran, Mr. Daniel J  male   NaN   \n",
       "32          777         0       3              Tobin, Mr. Roger  male   NaN   \n",
       "33          779         0       3       Kilgannon, Mr. Thomas J  male   NaN   \n",
       "34          788         0       3     Rice, Master. George Hugh  male   8.0   \n",
       "35          791         0       3      Keane, Mr. Andrew \"Andy\"  male   NaN   \n",
       "36          826         0       3               Flynn, Mr. John  male   NaN   \n",
       "37          829         1       3  McCormack, Mr. Thomas Joseph  male   NaN   \n",
       "38          891         0       3           Dooley, Mr. Patrick  male  32.0   \n",
       "\n",
       "    SibSp  Parch      Ticket     Fare Cabin Embarked  \n",
       "0       0      0      330877   8.4583   NaN        Q  \n",
       "1       4      1      382652  29.1250   NaN        Q  \n",
       "2       1      0      370371  15.5000   NaN        Q  \n",
       "3       0      0      370369   7.7500   NaN        Q  \n",
       "4       0      0      370372   7.7500   NaN        Q  \n",
       "5       0      0      365222   6.7500   NaN        Q  \n",
       "6       4      1      382652  29.1250   NaN        Q  \n",
       "7       1      1      364849  15.5000   NaN        Q  \n",
       "8       0      0      368703   7.7500   NaN        Q  \n",
       "9       1      0      367229   7.7500   NaN        Q  \n",
       "10      0      0      384461   7.7500   NaN        Q  \n",
       "11      4      1      382652  29.1250   NaN        Q  \n",
       "12      0      0      336439   7.7500   NaN        Q  \n",
       "13      2      0      367226  23.2500   NaN        Q  \n",
       "14      1      0      370365  15.5000   NaN        Q  \n",
       "15      0      0      367655   7.7292   NaN        Q  \n",
       "16      0      0      394140   6.8583   NaN        Q  \n",
       "17      0      0  A/5. 13032   7.7333   NaN        Q  \n",
       "18      0      0      364851   7.7500   NaN        Q  \n",
       "19      0      0      371060   7.7500   NaN        Q  \n",
       "20      0      0       36209   7.7250   NaN        Q  \n",
       "21      0      0      382651   7.7500   NaN        Q  \n",
       "22      0      0      371110  24.1500   NaN        Q  \n",
       "23      0      0      367232   7.7500   NaN        Q  \n",
       "24      0      0      330979   7.8292   NaN        Q  \n",
       "25      0      0      372622   7.7500   NaN        Q  \n",
       "26      0      0      370377   7.7500   NaN        Q  \n",
       "27      0      0      334912   7.7333   NaN        Q  \n",
       "28      0      0       36864   7.7417   NaN        Q  \n",
       "29      0      0       36568  15.5000   NaN        Q  \n",
       "30      0      0      335097   7.7500   NaN        Q  \n",
       "31      1      0      371110  24.1500   NaN        Q  \n",
       "32      0      0      383121   7.7500   F38        Q  \n",
       "33      0      0       36865   7.7375   NaN        Q  \n",
       "34      4      1      382652  29.1250   NaN        Q  \n",
       "35      0      0       12460   7.7500   NaN        Q  \n",
       "36      0      0      368323   6.9500   NaN        Q  \n",
       "37      0      0      367228   7.7500   NaN        Q  \n",
       "38      0      0      370376   7.7500   NaN        Q  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# load the almost completeley dead bros from 3rd class that got on in Queenstown\n",
    "bros_3rd_df = pd.read_csv('bros_3rd_class.csv')\n",
    "\n",
    "# verify your bros are here\n",
    "bros_3rd_df\n"
   ]
  }
 ],
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