4 - what_say_the_data.ipynb

{
    "cells": [
        {
            "cell_type": "markdown",
            "source": [
                "# Que dicen los datos"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 95,
            "source": [
                "import pandas as pd\r\n",
                "import numpy as np\r\n",
                "import matplotlib.pyplot as plt"
            ],
            "outputs": [],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 2,
            "source": [
                "df = pd.read_csv('3 - Real_Olympics_Dataset.csv', index_col=[0])\r\n",
                "df.head()"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
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                            "\n",
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                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>N_Summer</th>\n",
                            "      <th>Gold_Summer</th>\n",
                            "      <th>Silver_Summer</th>\n",
                            "      <th>Bronze_Summer</th>\n",
                            "      <th>Total_Summer</th>\n",
                            "      <th>N_Winter</th>\n",
                            "      <th>Gold_Winter</th>\n",
                            "      <th>Silver_Winter</th>\n",
                            "      <th>Bronze_Winter</th>\n",
                            "      <th>Total_Winter</th>\n",
                            "      <th>N_Games</th>\n",
                            "      <th>Gold_Total</th>\n",
                            "      <th>Silver_Total</th>\n",
                            "      <th>Bronze_Total</th>\n",
                            "      <th>Combined total</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>0</th>\n",
                            "      <td>Afghanistan</td>\n",
                            "      <td>(AFG)</td>\n",
                            "      <td>13</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>2</td>\n",
                            "      <td>2</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>13</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>2</td>\n",
                            "      <td>2</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>1</th>\n",
                            "      <td>Algeria</td>\n",
                            "      <td>(ALG)</td>\n",
                            "      <td>12</td>\n",
                            "      <td>5</td>\n",
                            "      <td>2</td>\n",
                            "      <td>8</td>\n",
                            "      <td>15</td>\n",
                            "      <td>3</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>15</td>\n",
                            "      <td>5</td>\n",
                            "      <td>2</td>\n",
                            "      <td>8</td>\n",
                            "      <td>15</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>2</th>\n",
                            "      <td>Argentina</td>\n",
                            "      <td>(ARG)</td>\n",
                            "      <td>23</td>\n",
                            "      <td>18</td>\n",
                            "      <td>24</td>\n",
                            "      <td>28</td>\n",
                            "      <td>70</td>\n",
                            "      <td>18</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>41</td>\n",
                            "      <td>18</td>\n",
                            "      <td>24</td>\n",
                            "      <td>28</td>\n",
                            "      <td>70</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>3</th>\n",
                            "      <td>Armenia</td>\n",
                            "      <td>(ARM)</td>\n",
                            "      <td>5</td>\n",
                            "      <td>1</td>\n",
                            "      <td>2</td>\n",
                            "      <td>9</td>\n",
                            "      <td>12</td>\n",
                            "      <td>6</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>11</td>\n",
                            "      <td>1</td>\n",
                            "      <td>2</td>\n",
                            "      <td>9</td>\n",
                            "      <td>12</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>4</th>\n",
                            "      <td>Australasia</td>\n",
                            "      <td>(ANZ) [ANZ]</td>\n",
                            "      <td>2</td>\n",
                            "      <td>3</td>\n",
                            "      <td>4</td>\n",
                            "      <td>5</td>\n",
                            "      <td>12</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>2</td>\n",
                            "      <td>3</td>\n",
                            "      <td>4</td>\n",
                            "      <td>5</td>\n",
                            "      <td>12</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "           Pais       Codigo  N_Summer  Gold_Summer  Silver_Summer  \\\n",
                            "0  Afghanistan         (AFG)        13            0              0   \n",
                            "1      Algeria         (ALG)        12            5              2   \n",
                            "2    Argentina         (ARG)        23           18             24   \n",
                            "3      Armenia         (ARM)         5            1              2   \n",
                            "4  Australasia   (ANZ) [ANZ]         2            3              4   \n",
                            "\n",
                            "   Bronze_Summer  Total_Summer  N_Winter  Gold_Winter  Silver_Winter  \\\n",
                            "0              2             2         0            0              0   \n",
                            "1              8            15         3            0              0   \n",
                            "2             28            70        18            0              0   \n",
                            "3              9            12         6            0              0   \n",
                            "4              5            12         0            0              0   \n",
                            "\n",
                            "   Bronze_Winter  Total_Winter  N_Games  Gold_Total  Silver_Total  \\\n",
                            "0              0             0       13           0             0   \n",
                            "1              0             0       15           5             2   \n",
                            "2              0             0       41          18            24   \n",
                            "3              0             0       11           1             2   \n",
                            "4              0             0        2           3             4   \n",
                            "\n",
                            "   Bronze_Total  Combined total  \n",
                            "0             2               2  \n",
                            "1             8              15  \n",
                            "2            28              70  \n",
                            "3             9              12  \n",
                            "4             5              12  "
                        ]
                    },
                    "metadata": {},
                    "execution_count": 2
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING DEL VERANO"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 33,
            "source": [
                "df_Winner_Summer = df[0:146].sort_values(['Gold_Summer','Silver_Summer','Bronze_Summer'], ascending=False)\r\n",
                "df_Winner_Summer[['Pais', 'Codigo', 'Gold_Summer', 'Silver_Summer','Bronze_Summer']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
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                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>Gold_Summer</th>\n",
                            "      <th>Silver_Summer</th>\n",
                            "      <th>Bronze_Summer</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>976</td>\n",
                            "      <td>757</td>\n",
                            "      <td>666</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>106</th>\n",
                            "      <td>Soviet Union</td>\n",
                            "      <td>(URS) [URS]</td>\n",
                            "      <td>395</td>\n",
                            "      <td>319</td>\n",
                            "      <td>296</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>236</td>\n",
                            "      <td>272</td>\n",
                            "      <td>272</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>France</td>\n",
                            "      <td>(FRA) [O] [P] [Z]</td>\n",
                            "      <td>202</td>\n",
                            "      <td>223</td>\n",
                            "      <td>246</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>23</th>\n",
                            "      <td>China</td>\n",
                            "      <td>(CHN) [CHN]</td>\n",
                            "      <td>201</td>\n",
                            "      <td>146</td>\n",
                            "      <td>126</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>78</th>\n",
                            "      <td>Macedonia</td>\n",
                            "      <td>(MKD)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>80</th>\n",
                            "      <td>Mauritius</td>\n",
                            "      <td>(MRI)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>91</th>\n",
                            "      <td>Niger</td>\n",
                            "      <td>(NIG)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>127</th>\n",
                            "      <td>Togo</td>\n",
                            "      <td>(TOG)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>75</th>\n",
                            "      <td>Liechtenstein</td>\n",
                            "      <td>(LIE)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 5 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "               Pais                 Codigo  Gold_Summer  Silver_Summer  \\\n",
                            "135  United States   (USA) [P] [Q] [R] [Z]          976            757   \n",
                            "106   Soviet Union             (URS) [URS]          395            319   \n",
                            "49   Great Britain         (GBR) [GBR] [Z]          236            272   \n",
                            "41          France       (FRA) [O] [P] [Z]          202            223   \n",
                            "23           China             (CHN) [CHN]          201            146   \n",
                            "..              ...                    ...          ...            ...   \n",
                            "78       Macedonia                   (MKD)            0              0   \n",
                            "80       Mauritius                   (MRI)            0              0   \n",
                            "91           Niger                   (NIG)            0              0   \n",
                            "127           Togo                   (TOG)            0              0   \n",
                            "75   Liechtenstein                   (LIE)            0              0   \n",
                            "\n",
                            "     Bronze_Summer  \n",
                            "135            666  \n",
                            "106            296  \n",
                            "49             272  \n",
                            "41             246  \n",
                            "23             126  \n",
                            "..             ...  \n",
                            "78               1  \n",
                            "80               1  \n",
                            "91               1  \n",
                            "127              1  \n",
                            "75               0  \n",
                            "\n",
                            "[146 rows x 5 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 33
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING DE INVIERNO"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 4,
            "source": [
                "df_Winner_Winter = df[0:146].sort_values(['Gold_Winter','Silver_Winter','Bronze_Winter'], ascending=False)\r\n",
                "df_Winner_Winter[['Pais', 'Codigo', 'Gold_Winter', 'Silver_Winter','Bronze_Winter']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
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                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>Gold_Winter</th>\n",
                            "      <th>Silver_Winter</th>\n",
                            "      <th>Bronze_Winter</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>93</th>\n",
                            "      <td>Norway</td>\n",
                            "      <td>(NOR) [Q]</td>\n",
                            "      <td>118</td>\n",
                            "      <td>111</td>\n",
                            "      <td>100</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>96</td>\n",
                            "      <td>102</td>\n",
                            "      <td>84</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>44</th>\n",
                            "      <td>Germany</td>\n",
                            "      <td>(GER) [GER] [Z]</td>\n",
                            "      <td>78</td>\n",
                            "      <td>78</td>\n",
                            "      <td>53</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>106</th>\n",
                            "      <td>Soviet Union</td>\n",
                            "      <td>(URS) [URS]</td>\n",
                            "      <td>78</td>\n",
                            "      <td>57</td>\n",
                            "      <td>59</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>21</th>\n",
                            "      <td>Canada</td>\n",
                            "      <td>(CAN)</td>\n",
                            "      <td>62</td>\n",
                            "      <td>56</td>\n",
                            "      <td>52</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>140</th>\n",
                            "      <td>Virgin Islands</td>\n",
                            "      <td>(ISV)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>142</th>\n",
                            "      <td>Independent Olympic Participants</td>\n",
                            "      <td>(IOP) [IOP]</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>143</th>\n",
                            "      <td>Zambia</td>\n",
                            "      <td>(ZAM) [ZAM]</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>144</th>\n",
                            "      <td>Zimbabwe</td>\n",
                            "      <td>(ZIM) [ZIM]</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>145</th>\n",
                            "      <td>Mixed team</td>\n",
                            "      <td>(ZZX) [ZZX]</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 5 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "                                  Pais                 Codigo  Gold_Winter  \\\n",
                            "93                             Norway               (NOR) [Q]          118   \n",
                            "135                     United States   (USA) [P] [Q] [R] [Z]           96   \n",
                            "44                            Germany         (GER) [GER] [Z]           78   \n",
                            "106                      Soviet Union             (URS) [URS]           78   \n",
                            "21                             Canada                   (CAN)           62   \n",
                            "..                                 ...                    ...          ...   \n",
                            "140                    Virgin Islands                   (ISV)            0   \n",
                            "142  Independent Olympic Participants             (IOP) [IOP]            0   \n",
                            "143                            Zambia             (ZAM) [ZAM]            0   \n",
                            "144                          Zimbabwe             (ZIM) [ZIM]            0   \n",
                            "145                        Mixed team             (ZZX) [ZZX]            0   \n",
                            "\n",
                            "     Silver_Winter  Bronze_Winter  \n",
                            "93             111            100  \n",
                            "135            102             84  \n",
                            "44              78             53  \n",
                            "106             57             59  \n",
                            "21              56             52  \n",
                            "..             ...            ...  \n",
                            "140              0              0  \n",
                            "142              0              0  \n",
                            "143              0              0  \n",
                            "144              0              0  \n",
                            "145              0              0  \n",
                            "\n",
                            "[146 rows x 5 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 4
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING DE PAISES QUE MAS MEDALLAS DE VERANO A GANADO."
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 5,
            "source": [
                "df_Winner_Medals_Summer = df[0:146].sort_values(['Total_Summer'], ascending=False)\r\n",
                "df_Winner_Medals_Summer[['Pais','Codigo','Total_Summer']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
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                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>Total_Summer</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>2399</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>106</th>\n",
                            "      <td>Soviet Union</td>\n",
                            "      <td>(URS) [URS]</td>\n",
                            "      <td>1010</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>780</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>France</td>\n",
                            "      <td>(FRA) [O] [P] [Z]</td>\n",
                            "      <td>671</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>44</th>\n",
                            "      <td>Germany</td>\n",
                            "      <td>(GER) [GER] [Z]</td>\n",
                            "      <td>573</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>51</th>\n",
                            "      <td>Grenada</td>\n",
                            "      <td>(GRN)</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>19</th>\n",
                            "      <td>Burundi</td>\n",
                            "      <td>(BDI)</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>91</th>\n",
                            "      <td>Niger</td>\n",
                            "      <td>(NIG)</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>10</th>\n",
                            "      <td>Barbados</td>\n",
                            "      <td>(BAR) [BAR]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>75</th>\n",
                            "      <td>Liechtenstein</td>\n",
                            "      <td>(LIE)</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 3 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "               Pais                 Codigo  Total_Summer\n",
                            "135  United States   (USA) [P] [Q] [R] [Z]          2399\n",
                            "106   Soviet Union             (URS) [URS]          1010\n",
                            "49   Great Britain         (GBR) [GBR] [Z]           780\n",
                            "41          France       (FRA) [O] [P] [Z]           671\n",
                            "44         Germany         (GER) [GER] [Z]           573\n",
                            "..              ...                    ...           ...\n",
                            "51         Grenada                   (GRN)             1\n",
                            "19         Burundi                   (BDI)             1\n",
                            "91           Niger                   (NIG)             1\n",
                            "10        Barbados             (BAR) [BAR]             1\n",
                            "75   Liechtenstein                   (LIE)             0\n",
                            "\n",
                            "[146 rows x 3 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 5
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING DE PAISES QUE MAS MEDALLAS DE INVIERNO A GANADO."
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 6,
            "source": [
                "df_Winner_Medals_Winter = df[0:146].sort_values(['Total_Winter'], ascending=False)\r\n",
                "df_Winner_Medals_Winter[['Pais','Codigo','Total_Winter']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
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                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>Total_Winter</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>93</th>\n",
                            "      <td>Norway</td>\n",
                            "      <td>(NOR) [Q]</td>\n",
                            "      <td>329</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>282</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>6</th>\n",
                            "      <td>Austria</td>\n",
                            "      <td>(AUT)</td>\n",
                            "      <td>218</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>44</th>\n",
                            "      <td>Germany</td>\n",
                            "      <td>(GER) [GER] [Z]</td>\n",
                            "      <td>209</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>106</th>\n",
                            "      <td>Soviet Union</td>\n",
                            "      <td>(URS) [URS]</td>\n",
                            "      <td>194</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>54</th>\n",
                            "      <td>Haiti</td>\n",
                            "      <td>(HAI) [J]</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>53</th>\n",
                            "      <td>Guyana</td>\n",
                            "      <td>(GUY) [GUY]</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>52</th>\n",
                            "      <td>Guatemala</td>\n",
                            "      <td>(GUA)</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>51</th>\n",
                            "      <td>Grenada</td>\n",
                            "      <td>(GRN)</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>145</th>\n",
                            "      <td>Mixed team</td>\n",
                            "      <td>(ZZX) [ZZX]</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 3 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "               Pais                 Codigo  Total_Winter\n",
                            "93          Norway               (NOR) [Q]           329\n",
                            "135  United States   (USA) [P] [Q] [R] [Z]           282\n",
                            "6          Austria                   (AUT)           218\n",
                            "44         Germany         (GER) [GER] [Z]           209\n",
                            "106   Soviet Union             (URS) [URS]           194\n",
                            "..              ...                    ...           ...\n",
                            "54           Haiti               (HAI) [J]             0\n",
                            "53          Guyana             (GUY) [GUY]             0\n",
                            "52       Guatemala                   (GUA)             0\n",
                            "51         Grenada                   (GRN)             0\n",
                            "145     Mixed team             (ZZX) [ZZX]             0\n",
                            "\n",
                            "[146 rows x 3 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 6
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING TOTAL"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 7,
            "source": [
                "df_Winner_Total = df[0:146].sort_values(['Gold_Total', 'Silver_Total', 'Bronze_Total'], ascending=False)\r\n",
                "df_Winner_Total[['Pais', 'Codigo', 'Gold_Total', 'Silver_Total', 'Bronze_Total']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
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                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>Gold_Total</th>\n",
                            "      <th>Silver_Total</th>\n",
                            "      <th>Bronze_Total</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>1072</td>\n",
                            "      <td>859</td>\n",
                            "      <td>750</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>106</th>\n",
                            "      <td>Soviet Union</td>\n",
                            "      <td>(URS) [URS]</td>\n",
                            "      <td>473</td>\n",
                            "      <td>376</td>\n",
                            "      <td>355</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>44</th>\n",
                            "      <td>Germany</td>\n",
                            "      <td>(GER) [GER] [Z]</td>\n",
                            "      <td>252</td>\n",
                            "      <td>260</td>\n",
                            "      <td>270</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>246</td>\n",
                            "      <td>276</td>\n",
                            "      <td>284</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>64</th>\n",
                            "      <td>Italy</td>\n",
                            "      <td>(ITA) [M] [S]</td>\n",
                            "      <td>235</td>\n",
                            "      <td>200</td>\n",
                            "      <td>228</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>61</th>\n",
                            "      <td>Iraq</td>\n",
                            "      <td>(IRQ)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>78</th>\n",
                            "      <td>Macedonia</td>\n",
                            "      <td>(MKD)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>80</th>\n",
                            "      <td>Mauritius</td>\n",
                            "      <td>(MRI)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>91</th>\n",
                            "      <td>Niger</td>\n",
                            "      <td>(NIG)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>127</th>\n",
                            "      <td>Togo</td>\n",
                            "      <td>(TOG)</td>\n",
                            "      <td>0</td>\n",
                            "      <td>0</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 5 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "               Pais                 Codigo  Gold_Total  Silver_Total  \\\n",
                            "135  United States   (USA) [P] [Q] [R] [Z]        1072           859   \n",
                            "106   Soviet Union             (URS) [URS]         473           376   \n",
                            "44         Germany         (GER) [GER] [Z]         252           260   \n",
                            "49   Great Britain         (GBR) [GBR] [Z]         246           276   \n",
                            "64           Italy           (ITA) [M] [S]         235           200   \n",
                            "..              ...                    ...         ...           ...   \n",
                            "61            Iraq                   (IRQ)           0             0   \n",
                            "78       Macedonia                   (MKD)           0             0   \n",
                            "80       Mauritius                   (MRI)           0             0   \n",
                            "91           Niger                   (NIG)           0             0   \n",
                            "127           Togo                   (TOG)           0             0   \n",
                            "\n",
                            "     Bronze_Total  \n",
                            "135           750  \n",
                            "106           355  \n",
                            "44            270  \n",
                            "49            284  \n",
                            "64            228  \n",
                            "..            ...  \n",
                            "61              1  \n",
                            "78              1  \n",
                            "80              1  \n",
                            "91              1  \n",
                            "127             1  \n",
                            "\n",
                            "[146 rows x 5 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 7
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING TOTAL DE MEDALLAS"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 8,
            "source": [
                "df_Winner_Medals_Total = df[0:146].sort_values(['Combined total'], ascending=False)\r\n",
                "df_Winner_Medals_Total[['Pais','Codigo','Combined total']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
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                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>Combined total</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>2681</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>106</th>\n",
                            "      <td>Soviet Union</td>\n",
                            "      <td>(URS) [URS]</td>\n",
                            "      <td>1204</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>806</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>44</th>\n",
                            "      <td>Germany</td>\n",
                            "      <td>(GER) [GER] [Z]</td>\n",
                            "      <td>782</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>France</td>\n",
                            "      <td>(FRA) [O] [P] [Z]</td>\n",
                            "      <td>780</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>26</th>\n",
                            "      <td>Ivory Coast</td>\n",
                            "      <td>(CIV) [CIV]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>42</th>\n",
                            "      <td>Gabon</td>\n",
                            "      <td>(GAB)</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>37</th>\n",
                            "      <td>Eritrea</td>\n",
                            "      <td>(ERI)</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>109</th>\n",
                            "      <td>Senegal</td>\n",
                            "      <td>(SEN)</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>89</th>\n",
                            "      <td>Netherlands Antilles</td>\n",
                            "      <td>(AHO) [AHO] [I]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 3 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "                      Pais                 Codigo  Combined total\n",
                            "135         United States   (USA) [P] [Q] [R] [Z]            2681\n",
                            "106          Soviet Union             (URS) [URS]            1204\n",
                            "49          Great Britain         (GBR) [GBR] [Z]             806\n",
                            "44                Germany         (GER) [GER] [Z]             782\n",
                            "41                 France       (FRA) [O] [P] [Z]             780\n",
                            "..                     ...                    ...             ...\n",
                            "26            Ivory Coast             (CIV) [CIV]               1\n",
                            "42                  Gabon                   (GAB)               1\n",
                            "37                Eritrea                   (ERI)               1\n",
                            "109               Senegal                   (SEN)               1\n",
                            "89   Netherlands Antilles         (AHO) [AHO] [I]               1\n",
                            "\n",
                            "[146 rows x 3 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 8
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING DE PAISES QUE MAS HAN PARTICIPADO EN LOS JUEGOS DE VERANO"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 9,
            "source": [
                "df_Winner_GAMES_SUMMER = df[0:146].sort_values(['N_Summer'], ascending=False)\r\n",
                "df_Winner_GAMES_SUMMER[['Pais','Codigo','N_Summer']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
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                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>N_Summer</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>121</th>\n",
                            "      <td>Switzerland</td>\n",
                            "      <td>(SUI)</td>\n",
                            "      <td>27</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>50</th>\n",
                            "      <td>Greece</td>\n",
                            "      <td>(GRE) [Z]</td>\n",
                            "      <td>27</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>27</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>France</td>\n",
                            "      <td>(FRA) [O] [P] [Z]</td>\n",
                            "      <td>27</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>26</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>84</th>\n",
                            "      <td>Montenegro</td>\n",
                            "      <td>(MNE)</td>\n",
                            "      <td>2</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>4</th>\n",
                            "      <td>Australasia</td>\n",
                            "      <td>(ANZ) [ANZ]</td>\n",
                            "      <td>2</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>17</th>\n",
                            "      <td>British West Indies</td>\n",
                            "      <td>(BWI) [BWI]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>107</th>\n",
                            "      <td>Unified Team</td>\n",
                            "      <td>(EUN) [EUN]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>142</th>\n",
                            "      <td>Independent Olympic Participants</td>\n",
                            "      <td>(IOP) [IOP]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 3 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "                                  Pais                 Codigo  N_Summer\n",
                            "121                       Switzerland                   (SUI)        27\n",
                            "50                             Greece               (GRE) [Z]        27\n",
                            "49                      Great Britain         (GBR) [GBR] [Z]        27\n",
                            "41                             France       (FRA) [O] [P] [Z]        27\n",
                            "135                     United States   (USA) [P] [Q] [R] [Z]        26\n",
                            "..                                 ...                    ...       ...\n",
                            "84                         Montenegro                   (MNE)         2\n",
                            "4                         Australasia             (ANZ) [ANZ]         2\n",
                            "17                British West Indies             (BWI) [BWI]         1\n",
                            "107                      Unified Team             (EUN) [EUN]         1\n",
                            "142  Independent Olympic Participants             (IOP) [IOP]         1\n",
                            "\n",
                            "[146 rows x 3 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 9
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING DE PAISES QUE MAS HAN PARTICIPADO EN LOS JUEGOS DE INVIERNO"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 10,
            "source": [
                "df_Winner_GAMES_WINTER = df[0:146].sort_values(['N_Winter'], ascending=False)\r\n",
                "df_Winner_GAMES_WINTER[['Pais','Codigo','N_Winter']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>N_Winter</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>56</th>\n",
                            "      <td>Hungary</td>\n",
                            "      <td>(HUN)</td>\n",
                            "      <td>22</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>120</th>\n",
                            "      <td>Sweden</td>\n",
                            "      <td>(SWE) [Z]</td>\n",
                            "      <td>22</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>France</td>\n",
                            "      <td>(FRA) [O] [P] [Z]</td>\n",
                            "      <td>22</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>22</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>22</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>92</th>\n",
                            "      <td>Nigeria</td>\n",
                            "      <td>(NGR)</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>95</th>\n",
                            "      <td>Panama</td>\n",
                            "      <td>(PAN)</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>102</th>\n",
                            "      <td>Qatar</td>\n",
                            "      <td>(QAT)</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>105</th>\n",
                            "      <td>Russian Empire</td>\n",
                            "      <td>(RU1) [RU1]</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>145</th>\n",
                            "      <td>Mixed team</td>\n",
                            "      <td>(ZZX) [ZZX]</td>\n",
                            "      <td>0</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 3 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "                Pais                 Codigo  N_Winter\n",
                            "56          Hungary                   (HUN)        22\n",
                            "120          Sweden               (SWE) [Z]        22\n",
                            "41           France       (FRA) [O] [P] [Z]        22\n",
                            "49    Great Britain         (GBR) [GBR] [Z]        22\n",
                            "135   United States   (USA) [P] [Q] [R] [Z]        22\n",
                            "..               ...                    ...       ...\n",
                            "92          Nigeria                   (NGR)         0\n",
                            "95           Panama                   (PAN)         0\n",
                            "102           Qatar                   (QAT)         0\n",
                            "105  Russian Empire             (RU1) [RU1]         0\n",
                            "145      Mixed team             (ZZX) [ZZX]         0\n",
                            "\n",
                            "[146 rows x 3 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 10
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "### RANKING DE PAISES QUE MAS HAN PARTICIPADO EN LOS JUEGOS OLIMPICOS EN TOTAL"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 11,
            "source": [
                "df_Winner_GAMES_TOTAL = df[0:146].sort_values(['N_Games'], ascending=False)\r\n",
                "df_Winner_GAMES_TOTAL[['Pais','Codigo','N_Games']]"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>N_Games</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>49</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>121</th>\n",
                            "      <td>Switzerland</td>\n",
                            "      <td>(SUI)</td>\n",
                            "      <td>49</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>France</td>\n",
                            "      <td>(FRA) [O] [P] [Z]</td>\n",
                            "      <td>49</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>6</th>\n",
                            "      <td>Austria</td>\n",
                            "      <td>(AUT)</td>\n",
                            "      <td>48</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>120</th>\n",
                            "      <td>Sweden</td>\n",
                            "      <td>(SWE) [Z]</td>\n",
                            "      <td>48</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>...</th>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "      <td>...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>145</th>\n",
                            "      <td>Mixed team</td>\n",
                            "      <td>(ZZX) [ZZX]</td>\n",
                            "      <td>3</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>107</th>\n",
                            "      <td>Unified Team</td>\n",
                            "      <td>(EUN) [EUN]</td>\n",
                            "      <td>2</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>4</th>\n",
                            "      <td>Australasia</td>\n",
                            "      <td>(ANZ) [ANZ]</td>\n",
                            "      <td>2</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>17</th>\n",
                            "      <td>British West Indies</td>\n",
                            "      <td>(BWI) [BWI]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>142</th>\n",
                            "      <td>Independent Olympic Participants</td>\n",
                            "      <td>(IOP) [IOP]</td>\n",
                            "      <td>1</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "<p>146 rows × 3 columns</p>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "                                  Pais             Codigo  N_Games\n",
                            "49                      Great Britain     (GBR) [GBR] [Z]       49\n",
                            "121                       Switzerland               (SUI)       49\n",
                            "41                             France   (FRA) [O] [P] [Z]       49\n",
                            "6                             Austria               (AUT)       48\n",
                            "120                            Sweden           (SWE) [Z]       48\n",
                            "..                                 ...                ...      ...\n",
                            "145                        Mixed team         (ZZX) [ZZX]        3\n",
                            "107                      Unified Team         (EUN) [EUN]        2\n",
                            "4                         Australasia         (ANZ) [ANZ]        2\n",
                            "17                British West Indies         (BWI) [BWI]        1\n",
                            "142  Independent Olympic Participants         (IOP) [IOP]        1\n",
                            "\n",
                            "[146 rows x 3 columns]"
                        ]
                    },
                    "metadata": {},
                    "execution_count": 11
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "markdown",
            "source": [
                "# IMPLEMENTACION VISUALIZACIONES"
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 44,
            "source": [
                "df_Winner_Summer.head()"
            ],
            "outputs": [
                {
                    "output_type": "execute_result",
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Pais</th>\n",
                            "      <th>Codigo</th>\n",
                            "      <th>N_Summer</th>\n",
                            "      <th>Gold_Summer</th>\n",
                            "      <th>Silver_Summer</th>\n",
                            "      <th>Bronze_Summer</th>\n",
                            "      <th>Total_Summer</th>\n",
                            "      <th>N_Winter</th>\n",
                            "      <th>Gold_Winter</th>\n",
                            "      <th>Silver_Winter</th>\n",
                            "      <th>Bronze_Winter</th>\n",
                            "      <th>Total_Winter</th>\n",
                            "      <th>N_Games</th>\n",
                            "      <th>Gold_Total</th>\n",
                            "      <th>Silver_Total</th>\n",
                            "      <th>Bronze_Total</th>\n",
                            "      <th>Combined total</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>135</th>\n",
                            "      <td>United States</td>\n",
                            "      <td>(USA) [P] [Q] [R] [Z]</td>\n",
                            "      <td>26</td>\n",
                            "      <td>976</td>\n",
                            "      <td>757</td>\n",
                            "      <td>666</td>\n",
                            "      <td>2399</td>\n",
                            "      <td>22</td>\n",
                            "      <td>96</td>\n",
                            "      <td>102</td>\n",
                            "      <td>84</td>\n",
                            "      <td>282</td>\n",
                            "      <td>48</td>\n",
                            "      <td>1072</td>\n",
                            "      <td>859</td>\n",
                            "      <td>750</td>\n",
                            "      <td>2681</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>106</th>\n",
                            "      <td>Soviet Union</td>\n",
                            "      <td>(URS) [URS]</td>\n",
                            "      <td>9</td>\n",
                            "      <td>395</td>\n",
                            "      <td>319</td>\n",
                            "      <td>296</td>\n",
                            "      <td>1010</td>\n",
                            "      <td>9</td>\n",
                            "      <td>78</td>\n",
                            "      <td>57</td>\n",
                            "      <td>59</td>\n",
                            "      <td>194</td>\n",
                            "      <td>18</td>\n",
                            "      <td>473</td>\n",
                            "      <td>376</td>\n",
                            "      <td>355</td>\n",
                            "      <td>1204</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>Great Britain</td>\n",
                            "      <td>(GBR) [GBR] [Z]</td>\n",
                            "      <td>27</td>\n",
                            "      <td>236</td>\n",
                            "      <td>272</td>\n",
                            "      <td>272</td>\n",
                            "      <td>780</td>\n",
                            "      <td>22</td>\n",
                            "      <td>10</td>\n",
                            "      <td>4</td>\n",
                            "      <td>12</td>\n",
                            "      <td>26</td>\n",
                            "      <td>49</td>\n",
                            "      <td>246</td>\n",
                            "      <td>276</td>\n",
                            "      <td>284</td>\n",
                            "      <td>806</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>France</td>\n",
                            "      <td>(FRA) [O] [P] [Z]</td>\n",
                            "      <td>27</td>\n",
                            "      <td>202</td>\n",
                            "      <td>223</td>\n",
                            "      <td>246</td>\n",
                            "      <td>671</td>\n",
                            "      <td>22</td>\n",
                            "      <td>31</td>\n",
                            "      <td>31</td>\n",
                            "      <td>47</td>\n",
                            "      <td>109</td>\n",
                            "      <td>49</td>\n",
                            "      <td>233</td>\n",
                            "      <td>254</td>\n",
                            "      <td>293</td>\n",
                            "      <td>780</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>23</th>\n",
                            "      <td>China</td>\n",
                            "      <td>(CHN) [CHN]</td>\n",
                            "      <td>9</td>\n",
                            "      <td>201</td>\n",
                            "      <td>146</td>\n",
                            "      <td>126</td>\n",
                            "      <td>473</td>\n",
                            "      <td>10</td>\n",
                            "      <td>12</td>\n",
                            "      <td>22</td>\n",
                            "      <td>19</td>\n",
                            "      <td>53</td>\n",
                            "      <td>19</td>\n",
                            "      <td>213</td>\n",
                            "      <td>168</td>\n",
                            "      <td>145</td>\n",
                            "      <td>526</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "               Pais                 Codigo  N_Summer  Gold_Summer  \\\n",
                            "135  United States   (USA) [P] [Q] [R] [Z]        26          976   \n",
                            "106   Soviet Union             (URS) [URS]         9          395   \n",
                            "49   Great Britain         (GBR) [GBR] [Z]        27          236   \n",
                            "41          France       (FRA) [O] [P] [Z]        27          202   \n",
                            "23           China             (CHN) [CHN]         9          201   \n",
                            "\n",
                            "     Silver_Summer  Bronze_Summer  Total_Summer  N_Winter  Gold_Winter  \\\n",
                            "135            757            666          2399        22           96   \n",
                            "106            319            296          1010         9           78   \n",
                            "49             272            272           780        22           10   \n",
                            "41             223            246           671        22           31   \n",
                            "23             146            126           473        10           12   \n",
                            "\n",
                            "     Silver_Winter  Bronze_Winter  Total_Winter  N_Games  Gold_Total  \\\n",
                            "135            102             84           282       48        1072   \n",
                            "106             57             59           194       18         473   \n",
                            "49               4             12            26       49         246   \n",
                            "41              31             47           109       49         233   \n",
                            "23              22             19            53       19         213   \n",
                            "\n",
                            "     Silver_Total  Bronze_Total  Combined total  \n",
                            "135           859           750            2681  \n",
                            "106           376           355            1204  \n",
                            "49            276           284             806  \n",
                            "41            254           293             780  \n",
                            "23            168           145             526  "
                        ]
                    },
                    "metadata": {},
                    "execution_count": 44
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 115,
            "source": [
                "fig, ax = plt.subplots()\r\n",
                "\r\n",
                "ax.bar(df_Winner_Summer['Pais'][:5], df_Winner_Summer['Gold_Summer'][:5], label='Medalla de oro', )\r\n",
                "ax.bar(df_Winner_Summer['Pais'][:5], df_Winner_Summer['Silver_Summer'][:5], label='Medalla de plata', bottom=df_Winner_Summer['Gold_Summer'][:5])\r\n",
                "ax.bar(df_Winner_Summer['Pais'][:5], df_Winner_Summer['Bronze_Summer'][:5], label='Medalla de bronce', bottom=df_Winner_Summer['Gold_Summer'][:5] + df_Winner_Summer['Silver_Summer'][:5])\r\n",
                "\r\n",
                "ax.set_title('Top 5 con mayor cantidad de medallas en verano')\r\n",
                "ax.set_xlabel('Top 4 paises')\r\n",
                "ax.set_ylabel('Cantidad de medallas')\r\n",
                "plt.legend()\r\n",
                "\r\n",
                "plt.show()"
            ],
            "outputs": [
                {
                    "output_type": "display_data",
                    "data": {
                        "image/png": 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                        "text/plain": [
                            "<Figure size 432x288 with 1 Axes>"
                        ]
                    },
                    "metadata": {
                        "needs_background": "light"
                    }
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 133,
            "source": [
                "import sys\r\n",
                "fig, ax = plt.subplots(3,1, sharey=True, sharex=True)\r\n",
                "ax[0].bar(df_Winner_Summer['Pais'][:5], df_Winner_Summer['Gold_Summer'][:5], color='y' )\r\n",
                "ax[1].bar(df_Winner_Summer['Pais'][:5], df_Winner_Summer['Silver_Summer'][:5], color='b')\r\n",
                "ax[2].bar(df_Winner_Summer['Pais'][:5], df_Winner_Summer['Bronze_Summer'][:5], color='r')\r\n",
                "\r\n",
                "ax[0].set_title('Top 5 con mayor cantidad de medallas en verano')\r\n",
                "ax[2].set_xticklabels(df_Winner_Summer['Pais'][:5], rotation=90) \r\n",
                "ax[0].set_ylabel('Cantidad\\n de medallas\\n de oro')\r\n",
                "ax[1].set_ylabel('Cantidad\\n de medallas\\n de plata')\r\n",
                "ax[2].set_ylabel('Cantidad\\n de medallas\\n de bronce')\r\n",
                "\r\n",
                "plt.show()"
            ],
            "outputs": [
                {
                    "output_type": "stream",
                    "name": "stderr",
                    "text": [
                        "C:\\Users\\tuto\\AppData\\Roaming\\Python\\Python37\\site-packages\\ipykernel_launcher.py:8: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
                        "  \n"
                    ]
                },
                {
                    "output_type": "display_data",
                    "data": {
                        "image/png": 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                        "text/plain": [
                            "<Figure size 432x288 with 3 Axes>"
                        ]
                    },
                    "metadata": {
                        "needs_background": "light"
                    }
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 178,
            "source": [
                "fig, ax  = plt.subplots(1,3, sharey=True, sharex=True)\r\n",
                "\r\n",
                "ax[0].hist(df_Winner_Summer['N_Games'], bins=[x*5 for x in range(11)], histtype='step')\r\n",
                "ax[0].set_ylabel(\"Cantidad de paises\")\r\n",
                "ax[0].set_xlabel(\"Cantidad de \\n juegos totales\")\r\n",
                "\r\n",
                "ax[1].hist(df_Winner_Summer['N_Summer'], bins=[x*5 for x in range(7)],histtype='step')\r\n",
                "ax[1].set_xlabel(\"Cantidad de \\n juegos de verano\")\r\n",
                "\r\n",
                "ax[2].hist(df_Winner_Summer['N_Winter'], bins=[x*5 for x in range(6)],histtype='step')\r\n",
                "ax[2].set_xlabel(\"Cantidad de juegos \\n de invierno\")\r\n",
                "\r\n",
                "\r\n",
                "plt.show()"
            ],
            "outputs": [
                {
                    "output_type": "display_data",
                    "data": {
                        "image/png": 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                        "text/plain": [
                            "<Figure size 432x288 with 3 Axes>"
                        ]
                    },
                    "metadata": {
                        "needs_background": "light"
                    }
                }
            ],
            "metadata": {}
        },
        {
            "cell_type": "code",
            "execution_count": 193,
            "source": [
                "fig, ax = plt.subplots()\r\n",
                "\r\n",
                "ax.boxplot([df_Winner_Summer['N_Games'],df_Winner_Summer['N_Summer'], df_Winner_Summer['N_Winter']])\r\n",
                "ax.set_xticklabels(['Juegos totales', 'Juegos de verano','Juegos de invierno'])\r\n",
                "ax.set_ylabel('Numero de juegos')\r\n",
                "ax.set_xlabel('Juegos Olimpicos')\r\n",
                "\r\n",
                "\r\n",
                "plt.show()"
            ],
            "outputs": [
                {
                    "output_type": "display_data",
                    "data": {
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