pokemon_dataset_analysis.ipynb

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  "metadata": {
    "colab": {
      "name": "pokemon_dataset_analysis.ipynb",
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    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
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    {
      "cell_type": "code",
      "metadata": {
        "id": "DqP-hDHLSO9K",
        "colab_type": "code",
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      },
      "source": [
        "import pandas as pd"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "tFrS38znSYTx",
        "colab_type": "text"
      },
      "source": [
        "###Loading data into Pandas"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "p_iva_dFSbKi",
        "colab_type": "code",
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        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 251
        }
      },
      "source": [
        "df = pd.read_csv('pokemon_data.csv')\n",
        "print(df)"
      ],
      "execution_count": 58,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
            "0      1              Bulbasaur    Grass  ...    45           1      False\n",
            "1      2                Ivysaur    Grass  ...    60           1      False\n",
            "2      3               Venusaur    Grass  ...    80           1      False\n",
            "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
            "4      4             Charmander     Fire  ...    65           1      False\n",
            "..   ...                    ...      ...  ...   ...         ...        ...\n",
            "795  719                Diancie     Rock  ...    50           6       True\n",
            "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
            "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
            "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
            "799  721              Volcanion     Fire  ...    70           6       True\n",
            "\n",
            "[800 rows x 12 columns]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "unpdmVtcaCU6",
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        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 173
        }
      },
      "source": [
        "df.head(3)"
      ],
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
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              "  </thead>\n",
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              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>65</td>\n",
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              "      <td>2</td>\n",
              "      <td>Ivysaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   #       Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
              "0  1  Bulbasaur  Grass  Poison  ...       65     45           1      False\n",
              "1  2    Ivysaur  Grass  Poison  ...       80     60           1      False\n",
              "2  3   Venusaur  Grass  Poison  ...      100     80           1      False\n",
              "\n",
              "[3 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
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          "execution_count": 3
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      ]
    },
    {
      "cell_type": "code",
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      },
      "source": [
        "df.tail(3)"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "execute_result",
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              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
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              "      <td>True</td>\n",
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              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
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              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
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              "       #                 Name   Type 1  ... Speed  Generation  Legendary\n",
              "797  720  HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720   HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721            Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[3 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
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        }
      ]
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          "base_uri": "https://localhost:8080/",
          "height": 87
        }
      },
      "source": [
        "df.columns"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['#', 'Name', 'Type 1', 'Type 2', 'HP', 'Attack', 'Defense', 'Sp. Atk',\n",
              "       'Sp. Def', 'Speed', 'Generation', 'Legendary'],\n",
              "      dtype='object')"
            ]
          },
          "metadata": {
            "tags": []
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          "execution_count": 5
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          "height": 283
        },
        "outputId": "d4b3ece4-2e57-4099-c1e9-b2b7b73cd888"
      },
      "source": [
        "df.tail()"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>#</th>\n",
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              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>719</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
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              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
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              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                 Name   Type 1  ... Speed  Generation  Legendary\n",
              "795  719              Diancie     Rock  ...    50           6       True\n",
              "796  719  DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720  HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720   HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721            Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[5 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
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        "outputId": "2b8a2e95-663c-48df-f490-3dd7757cb3d0"
      },
      "source": [
        "df['Name']"
      ],
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0                  Bulbasaur\n",
              "1                    Ivysaur\n",
              "2                   Venusaur\n",
              "3      VenusaurMega Venusaur\n",
              "4                 Charmander\n",
              "               ...          \n",
              "795                  Diancie\n",
              "796      DiancieMega Diancie\n",
              "797      HoopaHoopa Confined\n",
              "798       HoopaHoopa Unbound\n",
              "799                Volcanion\n",
              "Name: Name, Length: 800, dtype: object"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "15AuEHxRm_uf",
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          "height": 217
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        "outputId": "84c6b03e-faa8-4fd0-fd7b-c4e8818589e4"
      },
      "source": [
        "df.Name"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0                  Bulbasaur\n",
              "1                    Ivysaur\n",
              "2                   Venusaur\n",
              "3      VenusaurMega Venusaur\n",
              "4                 Charmander\n",
              "               ...          \n",
              "795                  Diancie\n",
              "796      DiancieMega Diancie\n",
              "797      HoopaHoopa Confined\n",
              "798       HoopaHoopa Unbound\n",
              "799                Volcanion\n",
              "Name: Name, Length: 800, dtype: object"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bOKPGiZ-nLk_",
        "colab_type": "code",
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          "height": 404
        },
        "outputId": "ca1ac272-a128-493d-c7a7-b70b3e497b7c"
      },
      "source": [
        "df[['Name','#','HP']]"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  </thead>\n",
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              "      <th>0</th>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>1</td>\n",
              "      <td>45</td>\n",
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              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Ivysaur</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Venusaur</td>\n",
              "      <td>3</td>\n",
              "      <td>80</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>3</td>\n",
              "      <td>80</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Charmander</td>\n",
              "      <td>4</td>\n",
              "      <td>39</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>Diancie</td>\n",
              "      <td>719</td>\n",
              "      <td>50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>719</td>\n",
              "      <td>50</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>720</td>\n",
              "      <td>80</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>720</td>\n",
              "      <td>80</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>Volcanion</td>\n",
              "      <td>721</td>\n",
              "      <td>80</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 3 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                      Name    #  HP\n",
              "0                Bulbasaur    1  45\n",
              "1                  Ivysaur    2  60\n",
              "2                 Venusaur    3  80\n",
              "3    VenusaurMega Venusaur    3  80\n",
              "4               Charmander    4  39\n",
              "..                     ...  ...  ..\n",
              "795                Diancie  719  50\n",
              "796    DiancieMega Diancie  719  50\n",
              "797    HoopaHoopa Confined  720  80\n",
              "798     HoopaHoopa Unbound  720  80\n",
              "799              Volcanion  721  80\n",
              "\n",
              "[800 rows x 3 columns]"
            ]
          },
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          "execution_count": 10
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              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
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              "      <td>80</td>\n",
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              "      <td>False</td>\n",
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              "      <th>3</th>\n",
              "      <td>3</td>\n",
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              "      <td>False</td>\n",
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              "   #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "0  1              Bulbasaur  Grass  ...    45           1      False\n",
              "1  2                Ivysaur  Grass  ...    60           1      False\n",
              "2  3               Venusaur  Grass  ...    80           1      False\n",
              "3  3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "\n",
              "[4 rows x 12 columns]"
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      "execution_count": 12,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "#                   2\n",
              "Name          Ivysaur\n",
              "Type 1          Grass\n",
              "Type 2         Poison\n",
              "HP                 60\n",
              "Attack             62\n",
              "Defense            63\n",
              "Sp. Atk            80\n",
              "Sp. Def            80\n",
              "Speed              60\n",
              "Generation          1\n",
              "Legendary       False\n",
              "Name: 1, dtype: object"
            ]
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          "execution_count": 12
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              "      <td>False</td>\n",
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              "  </tbody>\n",
              "</table>\n",
              "</div>"
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              "   #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "1  2                Ivysaur  Grass  ...    60           1      False\n",
              "2  3               Venusaur  Grass  ...    80           1      False\n",
              "3  3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "\n",
              "[3 rows x 12 columns]"
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              "      <td>100</td>\n",
              "      <td>100</td>\n",
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              "      <th>3</th>\n",
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              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
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              "      <td>False</td>\n",
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              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
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              "</table>\n",
              "</div>"
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            "text/plain": [
              "   #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "1  2                Ivysaur  Grass  ...    60           1      False\n",
              "2  3               Venusaur  Grass  ...    80           1      False\n",
              "3  3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "4  4             Charmander   Fire  ...    65           1      False\n",
              "\n",
              "[4 rows x 12 columns]"
            ]
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          "execution_count": 14
        }
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              "   #        Name Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
              "4  4  Charmander   Fire    NaN  ...       50     65           1      False\n",
              "\n",
              "[1 rows x 12 columns]"
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        "df.iloc[4:5,4]"
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      "execution_count": 19,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "4    39\n",
              "Name: HP, dtype: int64"
            ]
          },
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          "execution_count": 19
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        "df.loc[df['Type 1'] == 'Grass']"
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              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>43</td>\n",
              "      <td>Oddish</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>45</td>\n",
              "      <td>50</td>\n",
              "      <td>55</td>\n",
              "      <td>75</td>\n",
              "      <td>65</td>\n",
              "      <td>30</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>718</th>\n",
              "      <td>650</td>\n",
              "      <td>Chespin</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>56</td>\n",
              "      <td>61</td>\n",
              "      <td>65</td>\n",
              "      <td>48</td>\n",
              "      <td>45</td>\n",
              "      <td>38</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>719</th>\n",
              "      <td>651</td>\n",
              "      <td>Quilladin</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>61</td>\n",
              "      <td>78</td>\n",
              "      <td>95</td>\n",
              "      <td>56</td>\n",
              "      <td>58</td>\n",
              "      <td>57</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>720</th>\n",
              "      <td>652</td>\n",
              "      <td>Chesnaught</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Fighting</td>\n",
              "      <td>88</td>\n",
              "      <td>107</td>\n",
              "      <td>122</td>\n",
              "      <td>74</td>\n",
              "      <td>75</td>\n",
              "      <td>64</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>740</th>\n",
              "      <td>672</td>\n",
              "      <td>Skiddo</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>66</td>\n",
              "      <td>65</td>\n",
              "      <td>48</td>\n",
              "      <td>62</td>\n",
              "      <td>57</td>\n",
              "      <td>52</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>741</th>\n",
              "      <td>673</td>\n",
              "      <td>Gogoat</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>123</td>\n",
              "      <td>100</td>\n",
              "      <td>62</td>\n",
              "      <td>97</td>\n",
              "      <td>81</td>\n",
              "      <td>68</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>70 rows × 12 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur  Grass  ...    45           1      False\n",
              "1      2                Ivysaur  Grass  ...    60           1      False\n",
              "2      3               Venusaur  Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "48    43                 Oddish  Grass  ...    30           1      False\n",
              "..   ...                    ...    ...  ...   ...         ...        ...\n",
              "718  650                Chespin  Grass  ...    38           6      False\n",
              "719  651              Quilladin  Grass  ...    57           6      False\n",
              "720  652             Chesnaught  Grass  ...    64           6      False\n",
              "740  672                 Skiddo  Grass  ...    52           6      False\n",
              "741  673                 Gogoat  Grass  ...    68           6      False\n",
              "\n",
              "[70 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "mIE-5qvwpB-E",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 306
        },
        "outputId": "1924a16c-dfae-42bf-edb0-f3b28f68739f"
      },
      "source": [
        "df.describe()"
      ],
      "execution_count": 22,
      "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",
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              "        text-align: right;\n",
              "    }\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>800.000000</td>\n",
              "      <td>800.000000</td>\n",
              "      <td>800.000000</td>\n",
              "      <td>800.000000</td>\n",
              "      <td>800.000000</td>\n",
              "      <td>800.000000</td>\n",
              "      <td>800.000000</td>\n",
              "      <td>800.00000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>362.813750</td>\n",
              "      <td>69.258750</td>\n",
              "      <td>79.001250</td>\n",
              "      <td>73.842500</td>\n",
              "      <td>72.820000</td>\n",
              "      <td>71.902500</td>\n",
              "      <td>68.277500</td>\n",
              "      <td>3.32375</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>208.343798</td>\n",
              "      <td>25.534669</td>\n",
              "      <td>32.457366</td>\n",
              "      <td>31.183501</td>\n",
              "      <td>32.722294</td>\n",
              "      <td>27.828916</td>\n",
              "      <td>29.060474</td>\n",
              "      <td>1.66129</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>5.000000</td>\n",
              "      <td>5.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>20.000000</td>\n",
              "      <td>5.000000</td>\n",
              "      <td>1.00000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>184.750000</td>\n",
              "      <td>50.000000</td>\n",
              "      <td>55.000000</td>\n",
              "      <td>50.000000</td>\n",
              "      <td>49.750000</td>\n",
              "      <td>50.000000</td>\n",
              "      <td>45.000000</td>\n",
              "      <td>2.00000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>364.500000</td>\n",
              "      <td>65.000000</td>\n",
              "      <td>75.000000</td>\n",
              "      <td>70.000000</td>\n",
              "      <td>65.000000</td>\n",
              "      <td>70.000000</td>\n",
              "      <td>65.000000</td>\n",
              "      <td>3.00000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>539.250000</td>\n",
              "      <td>80.000000</td>\n",
              "      <td>100.000000</td>\n",
              "      <td>90.000000</td>\n",
              "      <td>95.000000</td>\n",
              "      <td>90.000000</td>\n",
              "      <td>90.000000</td>\n",
              "      <td>5.00000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>721.000000</td>\n",
              "      <td>255.000000</td>\n",
              "      <td>190.000000</td>\n",
              "      <td>230.000000</td>\n",
              "      <td>194.000000</td>\n",
              "      <td>230.000000</td>\n",
              "      <td>180.000000</td>\n",
              "      <td>6.00000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "                #          HP      Attack  ...     Sp. Def       Speed  Generation\n",
              "count  800.000000  800.000000  800.000000  ...  800.000000  800.000000   800.00000\n",
              "mean   362.813750   69.258750   79.001250  ...   71.902500   68.277500     3.32375\n",
              "std    208.343798   25.534669   32.457366  ...   27.828916   29.060474     1.66129\n",
              "min      1.000000    1.000000    5.000000  ...   20.000000    5.000000     1.00000\n",
              "25%    184.750000   50.000000   55.000000  ...   50.000000   45.000000     2.00000\n",
              "50%    364.500000   65.000000   75.000000  ...   70.000000   65.000000     3.00000\n",
              "75%    539.250000   80.000000  100.000000  ...   90.000000   90.000000     5.00000\n",
              "max    721.000000  255.000000  190.000000  ...  230.000000  180.000000     6.00000\n",
              "\n",
              "[8 rows x 8 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Q7ZzcG9vpJpO",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "7c13444d-c29c-461b-85a8-aba5d64954a1"
      },
      "source": [
        "df"
      ],
      "execution_count": 23,
      "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>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>HP</th>\n",
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              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>65</td>\n",
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              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>Ivysaur</td>\n",
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              "      <td>Poison</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>719</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>50</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>110</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 12 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
              "1      2                Ivysaur    Grass  ...    60           1      False\n",
              "2      3               Venusaur    Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
              "4      4             Charmander     Fire  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50           6       True\n",
              "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721              Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[800 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vDO36VX_pQ7q",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 474
        },
        "outputId": "372a9253-de13-42f5-9c5f-e600d00649e9"
      },
      "source": [
        "df.sort_values('Name')"
      ],
      "execution_count": 24,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "      <th>#</th>\n",
              "      <th>Name</th>\n",
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              "      <th>Type 2</th>\n",
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              "  </thead>\n",
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              "      <th>510</th>\n",
              "      <td>460</td>\n",
              "      <td>Abomasnow</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Ice</td>\n",
              "      <td>90</td>\n",
              "      <td>92</td>\n",
              "      <td>75</td>\n",
              "      <td>92</td>\n",
              "      <td>85</td>\n",
              "      <td>60</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>511</th>\n",
              "      <td>460</td>\n",
              "      <td>AbomasnowMega Abomasnow</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Ice</td>\n",
              "      <td>90</td>\n",
              "      <td>132</td>\n",
              "      <td>105</td>\n",
              "      <td>132</td>\n",
              "      <td>105</td>\n",
              "      <td>30</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>68</th>\n",
              "      <td>63</td>\n",
              "      <td>Abra</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>NaN</td>\n",
              "      <td>25</td>\n",
              "      <td>20</td>\n",
              "      <td>15</td>\n",
              "      <td>105</td>\n",
              "      <td>55</td>\n",
              "      <td>90</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>392</th>\n",
              "      <td>359</td>\n",
              "      <td>Absol</td>\n",
              "      <td>Dark</td>\n",
              "      <td>NaN</td>\n",
              "      <td>65</td>\n",
              "      <td>130</td>\n",
              "      <td>60</td>\n",
              "      <td>75</td>\n",
              "      <td>60</td>\n",
              "      <td>75</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>393</th>\n",
              "      <td>359</td>\n",
              "      <td>AbsolMega Absol</td>\n",
              "      <td>Dark</td>\n",
              "      <td>NaN</td>\n",
              "      <td>65</td>\n",
              "      <td>150</td>\n",
              "      <td>60</td>\n",
              "      <td>115</td>\n",
              "      <td>60</td>\n",
              "      <td>115</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>632</th>\n",
              "      <td>571</td>\n",
              "      <td>Zoroark</td>\n",
              "      <td>Dark</td>\n",
              "      <td>NaN</td>\n",
              "      <td>60</td>\n",
              "      <td>105</td>\n",
              "      <td>60</td>\n",
              "      <td>120</td>\n",
              "      <td>60</td>\n",
              "      <td>105</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>631</th>\n",
              "      <td>570</td>\n",
              "      <td>Zorua</td>\n",
              "      <td>Dark</td>\n",
              "      <td>NaN</td>\n",
              "      <td>40</td>\n",
              "      <td>65</td>\n",
              "      <td>40</td>\n",
              "      <td>80</td>\n",
              "      <td>40</td>\n",
              "      <td>65</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>41</td>\n",
              "      <td>Zubat</td>\n",
              "      <td>Poison</td>\n",
              "      <td>Flying</td>\n",
              "      <td>40</td>\n",
              "      <td>45</td>\n",
              "      <td>35</td>\n",
              "      <td>30</td>\n",
              "      <td>40</td>\n",
              "      <td>55</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>695</th>\n",
              "      <td>634</td>\n",
              "      <td>Zweilous</td>\n",
              "      <td>Dark</td>\n",
              "      <td>Dragon</td>\n",
              "      <td>72</td>\n",
              "      <td>85</td>\n",
              "      <td>70</td>\n",
              "      <td>65</td>\n",
              "      <td>70</td>\n",
              "      <td>58</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>794</th>\n",
              "      <td>718</td>\n",
              "      <td>Zygarde50% Forme</td>\n",
              "      <td>Dragon</td>\n",
              "      <td>Ground</td>\n",
              "      <td>108</td>\n",
              "      <td>100</td>\n",
              "      <td>121</td>\n",
              "      <td>81</td>\n",
              "      <td>95</td>\n",
              "      <td>95</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 12 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                     Name   Type 1  ... Speed  Generation  Legendary\n",
              "510  460                Abomasnow    Grass  ...    60           4      False\n",
              "511  460  AbomasnowMega Abomasnow    Grass  ...    30           4      False\n",
              "68    63                     Abra  Psychic  ...    90           1      False\n",
              "392  359                    Absol     Dark  ...    75           3      False\n",
              "393  359          AbsolMega Absol     Dark  ...   115           3      False\n",
              "..   ...                      ...      ...  ...   ...         ...        ...\n",
              "632  571                  Zoroark     Dark  ...   105           5      False\n",
              "631  570                    Zorua     Dark  ...    65           5      False\n",
              "46    41                    Zubat   Poison  ...    55           1      False\n",
              "695  634                 Zweilous     Dark  ...    58           5      False\n",
              "794  718         Zygarde50% Forme   Dragon  ...    95           6       True\n",
              "\n",
              "[800 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eLXkHBxspVNc",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 474
        },
        "outputId": "dc6f091d-587e-422b-ee78-2e266d24682c"
      },
      "source": [
        "df.sort_values(['Name', 'Type 1'],ascending = False)"
      ],
      "execution_count": 25,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  <thead>\n",
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              "      <th>631</th>\n",
              "      <td>570</td>\n",
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              "      <td>Dark</td>\n",
              "      <td>NaN</td>\n",
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              "      <td>40</td>\n",
              "      <td>80</td>\n",
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              "      <td>105</td>\n",
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              "      <th>393</th>\n",
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              "      <td>AbsolMega Absol</td>\n",
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              "      <td>115</td>\n",
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              "      <th>392</th>\n",
              "      <td>359</td>\n",
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              "      <td>75</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>68</th>\n",
              "      <td>63</td>\n",
              "      <td>Abra</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>NaN</td>\n",
              "      <td>25</td>\n",
              "      <td>20</td>\n",
              "      <td>15</td>\n",
              "      <td>105</td>\n",
              "      <td>55</td>\n",
              "      <td>90</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>511</th>\n",
              "      <td>460</td>\n",
              "      <td>AbomasnowMega Abomasnow</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Ice</td>\n",
              "      <td>90</td>\n",
              "      <td>132</td>\n",
              "      <td>105</td>\n",
              "      <td>132</td>\n",
              "      <td>105</td>\n",
              "      <td>30</td>\n",
              "      <td>4</td>\n",
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              "    <tr>\n",
              "      <th>510</th>\n",
              "      <td>460</td>\n",
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              "      <td>Grass</td>\n",
              "      <td>Ice</td>\n",
              "      <td>90</td>\n",
              "      <td>92</td>\n",
              "      <td>75</td>\n",
              "      <td>92</td>\n",
              "      <td>85</td>\n",
              "      <td>60</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
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              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 12 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                     Name   Type 1  ... Speed  Generation  Legendary\n",
              "794  718         Zygarde50% Forme   Dragon  ...    95           6       True\n",
              "695  634                 Zweilous     Dark  ...    58           5      False\n",
              "46    41                    Zubat   Poison  ...    55           1      False\n",
              "631  570                    Zorua     Dark  ...    65           5      False\n",
              "632  571                  Zoroark     Dark  ...   105           5      False\n",
              "..   ...                      ...      ...  ...   ...         ...        ...\n",
              "393  359          AbsolMega Absol     Dark  ...   115           3      False\n",
              "392  359                    Absol     Dark  ...    75           3      False\n",
              "68    63                     Abra  Psychic  ...    90           1      False\n",
              "511  460  AbomasnowMega Abomasnow    Grass  ...    30           4      False\n",
              "510  460                Abomasnow    Grass  ...    60           4      False\n",
              "\n",
              "[800 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 25
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "iP4hQFwZpdzc",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 474
        },
        "outputId": "84e6063d-2575-4b66-dad5-4451505615e5"
      },
      "source": [
        "df.sort_values(['Name', 'Attack'], ascending = [1,0])    #name will be sorting ascending i.e 1 and attack will sorted descending i.e 0"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>632</th>\n",
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              "      <td>40</td>\n",
              "      <td>80</td>\n",
              "      <td>40</td>\n",
              "      <td>65</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>41</td>\n",
              "      <td>Zubat</td>\n",
              "      <td>Poison</td>\n",
              "      <td>Flying</td>\n",
              "      <td>40</td>\n",
              "      <td>45</td>\n",
              "      <td>35</td>\n",
              "      <td>30</td>\n",
              "      <td>40</td>\n",
              "      <td>55</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>695</th>\n",
              "      <td>634</td>\n",
              "      <td>Zweilous</td>\n",
              "      <td>Dark</td>\n",
              "      <td>Dragon</td>\n",
              "      <td>72</td>\n",
              "      <td>85</td>\n",
              "      <td>70</td>\n",
              "      <td>65</td>\n",
              "      <td>70</td>\n",
              "      <td>58</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>794</th>\n",
              "      <td>718</td>\n",
              "      <td>Zygarde50% Forme</td>\n",
              "      <td>Dragon</td>\n",
              "      <td>Ground</td>\n",
              "      <td>108</td>\n",
              "      <td>100</td>\n",
              "      <td>121</td>\n",
              "      <td>81</td>\n",
              "      <td>95</td>\n",
              "      <td>95</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 12 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                     Name   Type 1  ... Speed  Generation  Legendary\n",
              "510  460                Abomasnow    Grass  ...    60           4      False\n",
              "511  460  AbomasnowMega Abomasnow    Grass  ...    30           4      False\n",
              "68    63                     Abra  Psychic  ...    90           1      False\n",
              "392  359                    Absol     Dark  ...    75           3      False\n",
              "393  359          AbsolMega Absol     Dark  ...   115           3      False\n",
              "..   ...                      ...      ...  ...   ...         ...        ...\n",
              "632  571                  Zoroark     Dark  ...   105           5      False\n",
              "631  570                    Zorua     Dark  ...    65           5      False\n",
              "46    41                    Zubat   Poison  ...    55           1      False\n",
              "695  634                 Zweilous     Dark  ...    58           5      False\n",
              "794  718         Zygarde50% Forme   Dragon  ...    95           6       True\n",
              "\n",
              "[800 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "T7tMX74JqM02",
        "colab_type": "text"
      },
      "source": [
        "##Making changes to the data"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "40B0uWn6p0FJ",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 250
        },
        "outputId": "76116bf4-ed6f-4ff5-98ae-c8b95addfc24"
      },
      "source": [
        "df.head(5)"
      ],
      "execution_count": 30,
      "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>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>65</td>\n",
              "      <td>65</td>\n",
              "      <td>45</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>Ivysaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "0  1              Bulbasaur  Grass  ...    45           1      False\n",
              "1  2                Ivysaur  Grass  ...    60           1      False\n",
              "2  3               Venusaur  Grass  ...    80           1      False\n",
              "3  3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "4  4             Charmander   Fire  ...    65           1      False\n",
              "\n",
              "[5 rows x 12 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 30
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "l5EIO-ZJqRaz",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df['Total'] = df['HP'] + df['Attack'] + df['Defense'] + df['Sp. Atk'] + df['Sp. Def'] + df['Speed']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tv0TnrAuqr1K",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 250
        },
        "outputId": "b46518d8-a6cd-44f5-e80d-693b59774100"
      },
      "source": [
        "df.head()"
      ],
      "execution_count": 32,
      "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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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "      <th>Total</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>65</td>\n",
              "      <td>65</td>\n",
              "      <td>45</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>318</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>Ivysaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>405</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>525</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>625</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>309</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   #                   Name Type 1  Type 2  ...  Speed  Generation  Legendary  Total\n",
              "0  1              Bulbasaur  Grass  Poison  ...     45           1      False    318\n",
              "1  2                Ivysaur  Grass  Poison  ...     60           1      False    405\n",
              "2  3               Venusaur  Grass  Poison  ...     80           1      False    525\n",
              "3  3  VenusaurMega Venusaur  Grass  Poison  ...     80           1      False    625\n",
              "4  4             Charmander   Fire     NaN  ...     65           1      False    309\n",
              "\n",
              "[5 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 32
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1kcmaLmxqtNF",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 525
        },
        "outputId": "690e1af8-1158-4b37-97a9-b0e88d6386fb"
      },
      "source": [
        "df.sort_values('Total')"
      ],
      "execution_count": 60,
      "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",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "      <th>Total</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>206</th>\n",
              "      <td>191</td>\n",
              "      <td>Sunkern</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>30</td>\n",
              "      <td>30</td>\n",
              "      <td>30</td>\n",
              "      <td>30</td>\n",
              "      <td>30</td>\n",
              "      <td>30</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "      <td>180</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>322</th>\n",
              "      <td>298</td>\n",
              "      <td>Azurill</td>\n",
              "      <td>Normal</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>50</td>\n",
              "      <td>20</td>\n",
              "      <td>40</td>\n",
              "      <td>20</td>\n",
              "      <td>40</td>\n",
              "      <td>20</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "      <td>190</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>446</th>\n",
              "      <td>401</td>\n",
              "      <td>Kricketot</td>\n",
              "      <td>Bug</td>\n",
              "      <td>NaN</td>\n",
              "      <td>37</td>\n",
              "      <td>25</td>\n",
              "      <td>41</td>\n",
              "      <td>25</td>\n",
              "      <td>41</td>\n",
              "      <td>25</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "      <td>194</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>288</th>\n",
              "      <td>265</td>\n",
              "      <td>Wurmple</td>\n",
              "      <td>Bug</td>\n",
              "      <td>NaN</td>\n",
              "      <td>45</td>\n",
              "      <td>45</td>\n",
              "      <td>35</td>\n",
              "      <td>20</td>\n",
              "      <td>30</td>\n",
              "      <td>20</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "      <td>195</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>13</td>\n",
              "      <td>Weedle</td>\n",
              "      <td>Bug</td>\n",
              "      <td>Poison</td>\n",
              "      <td>40</td>\n",
              "      <td>35</td>\n",
              "      <td>30</td>\n",
              "      <td>20</td>\n",
              "      <td>20</td>\n",
              "      <td>50</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>195</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>424</th>\n",
              "      <td>383</td>\n",
              "      <td>GroudonPrimal Groudon</td>\n",
              "      <td>Ground</td>\n",
              "      <td>Fire</td>\n",
              "      <td>100</td>\n",
              "      <td>180</td>\n",
              "      <td>160</td>\n",
              "      <td>150</td>\n",
              "      <td>90</td>\n",
              "      <td>90</td>\n",
              "      <td>3</td>\n",
              "      <td>True</td>\n",
              "      <td>770</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>422</th>\n",
              "      <td>382</td>\n",
              "      <td>KyogrePrimal Kyogre</td>\n",
              "      <td>Water</td>\n",
              "      <td>NaN</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>90</td>\n",
              "      <td>180</td>\n",
              "      <td>160</td>\n",
              "      <td>90</td>\n",
              "      <td>3</td>\n",
              "      <td>True</td>\n",
              "      <td>770</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>164</th>\n",
              "      <td>150</td>\n",
              "      <td>MewtwoMega Mewtwo Y</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>NaN</td>\n",
              "      <td>106</td>\n",
              "      <td>150</td>\n",
              "      <td>70</td>\n",
              "      <td>194</td>\n",
              "      <td>120</td>\n",
              "      <td>140</td>\n",
              "      <td>1</td>\n",
              "      <td>True</td>\n",
              "      <td>780</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>426</th>\n",
              "      <td>384</td>\n",
              "      <td>RayquazaMega Rayquaza</td>\n",
              "      <td>Dragon</td>\n",
              "      <td>Flying</td>\n",
              "      <td>105</td>\n",
              "      <td>180</td>\n",
              "      <td>100</td>\n",
              "      <td>180</td>\n",
              "      <td>100</td>\n",
              "      <td>115</td>\n",
              "      <td>3</td>\n",
              "      <td>True</td>\n",
              "      <td>780</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>163</th>\n",
              "      <td>150</td>\n",
              "      <td>MewtwoMega Mewtwo X</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Fighting</td>\n",
              "      <td>106</td>\n",
              "      <td>190</td>\n",
              "      <td>100</td>\n",
              "      <td>154</td>\n",
              "      <td>100</td>\n",
              "      <td>130</td>\n",
              "      <td>1</td>\n",
              "      <td>True</td>\n",
              "      <td>780</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Generation  Legendary  Total\n",
              "206  191                Sunkern    Grass  ...          2      False    180\n",
              "322  298                Azurill   Normal  ...          3      False    190\n",
              "446  401              Kricketot      Bug  ...          4      False    194\n",
              "288  265                Wurmple      Bug  ...          3      False    195\n",
              "16    13                 Weedle      Bug  ...          1      False    195\n",
              "..   ...                    ...      ...  ...        ...        ...    ...\n",
              "424  383  GroudonPrimal Groudon   Ground  ...          3       True    770\n",
              "422  382    KyogrePrimal Kyogre    Water  ...          3       True    770\n",
              "164  150    MewtwoMega Mewtwo Y  Psychic  ...          1       True    780\n",
              "426  384  RayquazaMega Rayquaza   Dragon  ...          3       True    780\n",
              "163  150    MewtwoMega Mewtwo X  Psychic  ...          1       True    780\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
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          "execution_count": 60
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    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jxaMDAJxqziS",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df = df.drop(columns = ['Total'])"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fTUgPyk9rSag",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "fe124511-24ee-4e2b-e292-28a99c5f2be3"
      },
      "source": [
        "df"
      ],
      "execution_count": 62,
      "outputs": [
        {
          "output_type": "execute_result",
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              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
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              "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
              "4      4             Charmander     Fire  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50           6       True\n",
              "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721              Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[800 rows x 12 columns]"
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    {
      "cell_type": "code",
      "metadata": {
        "id": "88uL6Eh-rTVk",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df['Total'] = df.iloc[ : ,4 : 10].sum(axis = 1) #1 for horizontal adding aand 0 for vertical"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Asv8ar-sryeo",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "70232419-e975-4073-8689-3d4a0c998486"
      },
      "source": [
        "df"
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      "execution_count": 64,
      "outputs": [
        {
          "output_type": "execute_result",
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              "<p>800 rows × 13 columns</p>\n",
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            ],
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              "       #                   Name   Type 1  ... Generation  Legendary  Total\n",
              "0      1              Bulbasaur    Grass  ...          1      False    318\n",
              "1      2                Ivysaur    Grass  ...          1      False    405\n",
              "2      3               Venusaur    Grass  ...          1      False    525\n",
              "3      3  VenusaurMega Venusaur    Grass  ...          1      False    625\n",
              "4      4             Charmander     Fire  ...          1      False    309\n",
              "..   ...                    ...      ...  ...        ...        ...    ...\n",
              "795  719                Diancie     Rock  ...          6       True    600\n",
              "796  719    DiancieMega Diancie     Rock  ...          6       True    700\n",
              "797  720    HoopaHoopa Confined  Psychic  ...          6       True    600\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...          6       True    680\n",
              "799  721              Volcanion     Fire  ...          6       True    600\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
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        }
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    {
      "cell_type": "code",
      "metadata": {
        "id": "ygmJvJGQrzwe",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 404
        },
        "outputId": "26b8168d-c271-480d-e541-002f10c5fac9"
      },
      "source": [
        "df[['Total','HP','Defense','Name','Attack']]"
      ],
      "execution_count": 40,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>318</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>49</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>405</td>\n",
              "      <td>60</td>\n",
              "      <td>63</td>\n",
              "      <td>Ivysaur</td>\n",
              "      <td>62</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>83</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>82</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>123</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
              "      <td>43</td>\n",
              "      <td>Charmander</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>795</th>\n",
              "      <td>600</td>\n",
              "      <td>50</td>\n",
              "      <td>150</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>110</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>160</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>110</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>680</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>160</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>120</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>110</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 5 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "     Total  HP  Defense                   Name  Attack\n",
              "0      318  45       49              Bulbasaur      49\n",
              "1      405  60       63                Ivysaur      62\n",
              "2      525  80       83               Venusaur      82\n",
              "3      625  80      123  VenusaurMega Venusaur     100\n",
              "4      309  39       43             Charmander      52\n",
              "..     ...  ..      ...                    ...     ...\n",
              "795    600  50      150                Diancie     100\n",
              "796    700  50      110    DiancieMega Diancie     160\n",
              "797    600  80       60    HoopaHoopa Confined     110\n",
              "798    680  80       60     HoopaHoopa Unbound     160\n",
              "799    600  80      120              Volcanion     110\n",
              "\n",
              "[800 rows x 5 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 40
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "SMuYEiwSsLNV",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "cols = list(df.columns)\n",
        "df = df[cols[0:4] + [cols[-1]] + cols[4:12]]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-efKA_GEsTEu",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "7095a4bb-19c6-4fe5-aa06-6dea83ca0804"
      },
      "source": [
        "df"
      ],
      "execution_count": 66,
      "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",
              "\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>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>Total</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>318</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>65</td>\n",
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              "    <tr>\n",
              "      <th>1</th>\n",
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              "      <td>Poison</td>\n",
              "      <td>405</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>719</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>600</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>50</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>110</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>680</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
              "1      2                Ivysaur    Grass  ...    60           1      False\n",
              "2      3               Venusaur    Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
              "4      4             Charmander     Fire  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50           6       True\n",
              "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721              Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 66
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "qo9RQ0LkuAxK",
        "colab_type": "text"
      },
      "source": [
        "##Saving new csv"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YpBxAYO0s14Q",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df.to_csv('modified_pokemon.csv', index = False) #index = false to remove indexes"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CctOzRhHtNjT",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#df.to_excel('modified_pokemon.xlsx, index = False)\n",
        "#df.to_csv('modified_pokemon.txt',index = False, sep = '\\t')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "EtZDXwE6u5hF",
        "colab_type": "text"
      },
      "source": [
        "##Filtering Data"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Fqo2Q4rru8Q1",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "38c6db35-f1cb-4986-cbef-623386db0307"
      },
      "source": [
        "df"
      ],
      "execution_count": 72,
      "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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              "  <thead>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
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              "      <td>65</td>\n",
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              "    <tr>\n",
              "      <th>1</th>\n",
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              "      <td>60</td>\n",
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              "      <td>63</td>\n",
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              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
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              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>719</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>600</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>50</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>110</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>680</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
              "1      2                Ivysaur    Grass  ...    60           1      False\n",
              "2      3               Venusaur    Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
              "4      4             Charmander     Fire  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50           6       True\n",
              "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721              Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 72
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uuZyVrGuu88s",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 458
        },
        "outputId": "a616918f-60e7-4f8e-e2ca-e9f12dd96732"
      },
      "source": [
        "df.loc[df['Type 1'] == 'Grass']"
      ],
      "execution_count": 73,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>3</th>\n",
              "      <td>3</td>\n",
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              "      <th>48</th>\n",
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              "      <td>Poison</td>\n",
              "      <td>320</td>\n",
              "      <td>45</td>\n",
              "      <td>50</td>\n",
              "      <td>55</td>\n",
              "      <td>75</td>\n",
              "      <td>65</td>\n",
              "      <td>30</td>\n",
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              "    <tr>\n",
              "      <th>718</th>\n",
              "      <td>650</td>\n",
              "      <td>Chespin</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>313</td>\n",
              "      <td>56</td>\n",
              "      <td>61</td>\n",
              "      <td>65</td>\n",
              "      <td>48</td>\n",
              "      <td>45</td>\n",
              "      <td>38</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>719</th>\n",
              "      <td>651</td>\n",
              "      <td>Quilladin</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>405</td>\n",
              "      <td>61</td>\n",
              "      <td>78</td>\n",
              "      <td>95</td>\n",
              "      <td>56</td>\n",
              "      <td>58</td>\n",
              "      <td>57</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>720</th>\n",
              "      <td>652</td>\n",
              "      <td>Chesnaught</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Fighting</td>\n",
              "      <td>530</td>\n",
              "      <td>88</td>\n",
              "      <td>107</td>\n",
              "      <td>122</td>\n",
              "      <td>74</td>\n",
              "      <td>75</td>\n",
              "      <td>64</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
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              "    <tr>\n",
              "      <th>740</th>\n",
              "      <td>672</td>\n",
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              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>350</td>\n",
              "      <td>66</td>\n",
              "      <td>65</td>\n",
              "      <td>48</td>\n",
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              "      <td>52</td>\n",
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              "      <th>741</th>\n",
              "      <td>673</td>\n",
              "      <td>Gogoat</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>531</td>\n",
              "      <td>123</td>\n",
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              "</table>\n",
              "<p>70 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur  Grass  ...    45           1      False\n",
              "1      2                Ivysaur  Grass  ...    60           1      False\n",
              "2      3               Venusaur  Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "48    43                 Oddish  Grass  ...    30           1      False\n",
              "..   ...                    ...    ...  ...   ...         ...        ...\n",
              "718  650                Chespin  Grass  ...    38           6      False\n",
              "719  651              Quilladin  Grass  ...    57           6      False\n",
              "720  652             Chesnaught  Grass  ...    64           6      False\n",
              "740  672                 Skiddo  Grass  ...    52           6      False\n",
              "741  673                 Gogoat  Grass  ...    68           6      False\n",
              "\n",
              "[70 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
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        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "E7_5EnH2vC3l",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "newdf = df.loc[(df['Type 1'] == 'Grass') & (df['Type 2'] == 'Poison')]"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WP0IDMbqvOPx",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 548
        },
        "outputId": "86322e83-5779-4779-c6f2-1dbca27ccc90"
      },
      "source": [
        "newdf"
      ],
      "execution_count": 91,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>3</th>\n",
              "      <td>3</td>\n",
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              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
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              "    <tr>\n",
              "      <th>48</th>\n",
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              "      <td>320</td>\n",
              "      <td>45</td>\n",
              "      <td>50</td>\n",
              "      <td>55</td>\n",
              "      <td>75</td>\n",
              "      <td>65</td>\n",
              "      <td>30</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>44</td>\n",
              "      <td>Gloom</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>395</td>\n",
              "      <td>60</td>\n",
              "      <td>65</td>\n",
              "      <td>70</td>\n",
              "      <td>85</td>\n",
              "      <td>75</td>\n",
              "      <td>40</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50</th>\n",
              "      <td>45</td>\n",
              "      <td>Vileplume</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>490</td>\n",
              "      <td>75</td>\n",
              "      <td>80</td>\n",
              "      <td>85</td>\n",
              "      <td>110</td>\n",
              "      <td>90</td>\n",
              "      <td>50</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75</th>\n",
              "      <td>69</td>\n",
              "      <td>Bellsprout</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>300</td>\n",
              "      <td>50</td>\n",
              "      <td>75</td>\n",
              "      <td>35</td>\n",
              "      <td>70</td>\n",
              "      <td>30</td>\n",
              "      <td>40</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>76</th>\n",
              "      <td>70</td>\n",
              "      <td>Weepinbell</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>390</td>\n",
              "      <td>65</td>\n",
              "      <td>90</td>\n",
              "      <td>50</td>\n",
              "      <td>85</td>\n",
              "      <td>45</td>\n",
              "      <td>55</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>77</th>\n",
              "      <td>71</td>\n",
              "      <td>Victreebel</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>490</td>\n",
              "      <td>80</td>\n",
              "      <td>105</td>\n",
              "      <td>65</td>\n",
              "      <td>100</td>\n",
              "      <td>70</td>\n",
              "      <td>70</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>344</th>\n",
              "      <td>315</td>\n",
              "      <td>Roselia</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>400</td>\n",
              "      <td>50</td>\n",
              "      <td>60</td>\n",
              "      <td>45</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>65</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>451</th>\n",
              "      <td>406</td>\n",
              "      <td>Budew</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>280</td>\n",
              "      <td>40</td>\n",
              "      <td>30</td>\n",
              "      <td>35</td>\n",
              "      <td>50</td>\n",
              "      <td>70</td>\n",
              "      <td>55</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>452</th>\n",
              "      <td>407</td>\n",
              "      <td>Roserade</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>515</td>\n",
              "      <td>60</td>\n",
              "      <td>70</td>\n",
              "      <td>65</td>\n",
              "      <td>125</td>\n",
              "      <td>105</td>\n",
              "      <td>90</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>651</th>\n",
              "      <td>590</td>\n",
              "      <td>Foongus</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>294</td>\n",
              "      <td>69</td>\n",
              "      <td>55</td>\n",
              "      <td>45</td>\n",
              "      <td>55</td>\n",
              "      <td>55</td>\n",
              "      <td>15</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>652</th>\n",
              "      <td>591</td>\n",
              "      <td>Amoonguss</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>464</td>\n",
              "      <td>114</td>\n",
              "      <td>85</td>\n",
              "      <td>70</td>\n",
              "      <td>85</td>\n",
              "      <td>80</td>\n",
              "      <td>30</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur  Grass  ...    45           1      False\n",
              "1      2                Ivysaur  Grass  ...    60           1      False\n",
              "2      3               Venusaur  Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "48    43                 Oddish  Grass  ...    30           1      False\n",
              "49    44                  Gloom  Grass  ...    40           1      False\n",
              "50    45              Vileplume  Grass  ...    50           1      False\n",
              "75    69             Bellsprout  Grass  ...    40           1      False\n",
              "76    70             Weepinbell  Grass  ...    55           1      False\n",
              "77    71             Victreebel  Grass  ...    70           1      False\n",
              "344  315                Roselia  Grass  ...    65           3      False\n",
              "451  406                  Budew  Grass  ...    55           4      False\n",
              "452  407               Roserade  Grass  ...    90           4      False\n",
              "651  590                Foongus  Grass  ...    15           5      False\n",
              "652  591              Amoonguss  Grass  ...    30           5      False\n",
              "\n",
              "[15 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 91
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "TbuNN5a3v4MK",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "newdf.reset_index(drop = True, inplace = True ) #drop = True removes previous index"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "UfWI9FQFv8o_",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 548
        },
        "outputId": "4c2623fd-ec7b-4d26-9e85-2ef0af043d3c"
      },
      "source": [
        "newdf"
      ],
      "execution_count": 93,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Name</th>\n",
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              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
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              "      <td>Poison</td>\n",
              "      <td>318</td>\n",
              "      <td>45</td>\n",
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              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
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              "      <td>Poison</td>\n",
              "      <td>405</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
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              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>43</td>\n",
              "      <td>Oddish</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>320</td>\n",
              "      <td>45</td>\n",
              "      <td>50</td>\n",
              "      <td>55</td>\n",
              "      <td>75</td>\n",
              "      <td>65</td>\n",
              "      <td>30</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>44</td>\n",
              "      <td>Gloom</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>395</td>\n",
              "      <td>60</td>\n",
              "      <td>65</td>\n",
              "      <td>70</td>\n",
              "      <td>85</td>\n",
              "      <td>75</td>\n",
              "      <td>40</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>45</td>\n",
              "      <td>Vileplume</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>490</td>\n",
              "      <td>75</td>\n",
              "      <td>80</td>\n",
              "      <td>85</td>\n",
              "      <td>110</td>\n",
              "      <td>90</td>\n",
              "      <td>50</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>69</td>\n",
              "      <td>Bellsprout</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>300</td>\n",
              "      <td>50</td>\n",
              "      <td>75</td>\n",
              "      <td>35</td>\n",
              "      <td>70</td>\n",
              "      <td>30</td>\n",
              "      <td>40</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>70</td>\n",
              "      <td>Weepinbell</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>390</td>\n",
              "      <td>65</td>\n",
              "      <td>90</td>\n",
              "      <td>50</td>\n",
              "      <td>85</td>\n",
              "      <td>45</td>\n",
              "      <td>55</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>71</td>\n",
              "      <td>Victreebel</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>490</td>\n",
              "      <td>80</td>\n",
              "      <td>105</td>\n",
              "      <td>65</td>\n",
              "      <td>100</td>\n",
              "      <td>70</td>\n",
              "      <td>70</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>315</td>\n",
              "      <td>Roselia</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>400</td>\n",
              "      <td>50</td>\n",
              "      <td>60</td>\n",
              "      <td>45</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>65</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>406</td>\n",
              "      <td>Budew</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>280</td>\n",
              "      <td>40</td>\n",
              "      <td>30</td>\n",
              "      <td>35</td>\n",
              "      <td>50</td>\n",
              "      <td>70</td>\n",
              "      <td>55</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>407</td>\n",
              "      <td>Roserade</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>515</td>\n",
              "      <td>60</td>\n",
              "      <td>70</td>\n",
              "      <td>65</td>\n",
              "      <td>125</td>\n",
              "      <td>105</td>\n",
              "      <td>90</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>590</td>\n",
              "      <td>Foongus</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>294</td>\n",
              "      <td>69</td>\n",
              "      <td>55</td>\n",
              "      <td>45</td>\n",
              "      <td>55</td>\n",
              "      <td>55</td>\n",
              "      <td>15</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>591</td>\n",
              "      <td>Amoonguss</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>464</td>\n",
              "      <td>114</td>\n",
              "      <td>85</td>\n",
              "      <td>70</td>\n",
              "      <td>85</td>\n",
              "      <td>80</td>\n",
              "      <td>30</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "      #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "0     1              Bulbasaur  Grass  ...    45           1      False\n",
              "1     2                Ivysaur  Grass  ...    60           1      False\n",
              "2     3               Venusaur  Grass  ...    80           1      False\n",
              "3     3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "4    43                 Oddish  Grass  ...    30           1      False\n",
              "5    44                  Gloom  Grass  ...    40           1      False\n",
              "6    45              Vileplume  Grass  ...    50           1      False\n",
              "7    69             Bellsprout  Grass  ...    40           1      False\n",
              "8    70             Weepinbell  Grass  ...    55           1      False\n",
              "9    71             Victreebel  Grass  ...    70           1      False\n",
              "10  315                Roselia  Grass  ...    65           3      False\n",
              "11  406                  Budew  Grass  ...    55           4      False\n",
              "12  407               Roserade  Grass  ...    90           4      False\n",
              "13  590                Foongus  Grass  ...    15           5      False\n",
              "14  591              Amoonguss  Grass  ...    30           5      False\n",
              "\n",
              "[15 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 93
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eTKgAJcQwHvX",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 491
        },
        "outputId": "f0109643-265b-4c07-d4d7-aee605aaa3cd"
      },
      "source": [
        "df.loc[~df['Name'].str.contains('Mega')]"
      ],
      "execution_count": 95,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>2</th>\n",
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              "      <td>83</td>\n",
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              "      <td>100</td>\n",
              "      <td>80</td>\n",
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              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
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              "      <td>60</td>\n",
              "      <td>50</td>\n",
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              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>5</td>\n",
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              "      <td>Fire</td>\n",
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              "      <td>80</td>\n",
              "      <td>65</td>\n",
              "      <td>80</td>\n",
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              "    <tr>\n",
              "      <th>...</th>\n",
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              "    <tr>\n",
              "      <th>794</th>\n",
              "      <td>718</td>\n",
              "      <td>Zygarde50% Forme</td>\n",
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              "      <td>Ground</td>\n",
              "      <td>600</td>\n",
              "      <td>108</td>\n",
              "      <td>100</td>\n",
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              "      <td>Fairy</td>\n",
              "      <td>600</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>50</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>680</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>751 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                 Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1            Bulbasaur    Grass  ...    45           1      False\n",
              "1      2              Ivysaur    Grass  ...    60           1      False\n",
              "2      3             Venusaur    Grass  ...    80           1      False\n",
              "4      4           Charmander     Fire  ...    65           1      False\n",
              "5      5           Charmeleon     Fire  ...    80           1      False\n",
              "..   ...                  ...      ...  ...   ...         ...        ...\n",
              "794  718     Zygarde50% Forme   Dragon  ...    95           6       True\n",
              "795  719              Diancie     Rock  ...    50           6       True\n",
              "797  720  HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720   HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721            Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[751 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 95
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xrRlfZRIxBCc",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import re"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Et6q4namxX7l",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 458
        },
        "outputId": "e7637113-f9da-4441-9592-8bed57a5893e"
      },
      "source": [
        "df.loc[df['Type 1'].str.contains('fire|grass',flags = re.I, regex = True)] #fire|grass fire oor grass flags = re.I ignore case"
      ],
      "execution_count": 100,
      "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>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>Total</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>318</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>65</td>\n",
              "      <td>65</td>\n",
              "      <td>45</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>Ivysaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>405</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>735</th>\n",
              "      <td>667</td>\n",
              "      <td>Litleo</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Normal</td>\n",
              "      <td>369</td>\n",
              "      <td>62</td>\n",
              "      <td>50</td>\n",
              "      <td>58</td>\n",
              "      <td>73</td>\n",
              "      <td>54</td>\n",
              "      <td>72</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>736</th>\n",
              "      <td>668</td>\n",
              "      <td>Pyroar</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Normal</td>\n",
              "      <td>507</td>\n",
              "      <td>86</td>\n",
              "      <td>68</td>\n",
              "      <td>72</td>\n",
              "      <td>109</td>\n",
              "      <td>66</td>\n",
              "      <td>106</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>740</th>\n",
              "      <td>672</td>\n",
              "      <td>Skiddo</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>350</td>\n",
              "      <td>66</td>\n",
              "      <td>65</td>\n",
              "      <td>48</td>\n",
              "      <td>62</td>\n",
              "      <td>57</td>\n",
              "      <td>52</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>741</th>\n",
              "      <td>673</td>\n",
              "      <td>Gogoat</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>531</td>\n",
              "      <td>123</td>\n",
              "      <td>100</td>\n",
              "      <td>62</td>\n",
              "      <td>97</td>\n",
              "      <td>81</td>\n",
              "      <td>68</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>122 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur  Grass  ...    45           1      False\n",
              "1      2                Ivysaur  Grass  ...    60           1      False\n",
              "2      3               Venusaur  Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
              "4      4             Charmander   Fire  ...    65           1      False\n",
              "..   ...                    ...    ...  ...   ...         ...        ...\n",
              "735  667                 Litleo   Fire  ...    72           6      False\n",
              "736  668                 Pyroar   Fire  ...   106           6      False\n",
              "740  672                 Skiddo  Grass  ...    52           6      False\n",
              "741  673                 Gogoat  Grass  ...    68           6      False\n",
              "799  721              Volcanion   Fire  ...    70           6       True\n",
              "\n",
              "[122 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 100
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3pZNgk4PxX0Z",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "0a12c286-7b2a-47e7-b9c4-b572cc656807"
      },
      "source": [
        "df.loc[df['Name'].str.contains('pi[a:z]*', flags = re.I, regex = True)]"
      ],
      "execution_count": 101,
      "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>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>Total</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>10</td>\n",
              "      <td>Caterpie</td>\n",
              "      <td>Bug</td>\n",
              "      <td>NaN</td>\n",
              "      <td>195</td>\n",
              "      <td>45</td>\n",
              "      <td>30</td>\n",
              "      <td>35</td>\n",
              "      <td>20</td>\n",
              "      <td>20</td>\n",
              "      <td>45</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>16</td>\n",
              "      <td>Pidgey</td>\n",
              "      <td>Normal</td>\n",
              "      <td>Flying</td>\n",
              "      <td>251</td>\n",
              "      <td>40</td>\n",
              "      <td>45</td>\n",
              "      <td>40</td>\n",
              "      <td>35</td>\n",
              "      <td>35</td>\n",
              "      <td>56</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>17</td>\n",
              "      <td>Pidgeotto</td>\n",
              "      <td>Normal</td>\n",
              "      <td>Flying</td>\n",
              "      <td>349</td>\n",
              "      <td>63</td>\n",
              "      <td>60</td>\n",
              "      <td>55</td>\n",
              "      <td>50</td>\n",
              "      <td>50</td>\n",
              "      <td>71</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>18</td>\n",
              "      <td>Pidgeot</td>\n",
              "      <td>Normal</td>\n",
              "      <td>Flying</td>\n",
              "      <td>479</td>\n",
              "      <td>83</td>\n",
              "      <td>80</td>\n",
              "      <td>75</td>\n",
              "      <td>70</td>\n",
              "      <td>70</td>\n",
              "      <td>101</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>18</td>\n",
              "      <td>PidgeotMega Pidgeot</td>\n",
              "      <td>Normal</td>\n",
              "      <td>Flying</td>\n",
              "      <td>579</td>\n",
              "      <td>83</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>135</td>\n",
              "      <td>80</td>\n",
              "      <td>121</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>25</td>\n",
              "      <td>Pikachu</td>\n",
              "      <td>Electric</td>\n",
              "      <td>NaN</td>\n",
              "      <td>320</td>\n",
              "      <td>35</td>\n",
              "      <td>55</td>\n",
              "      <td>40</td>\n",
              "      <td>50</td>\n",
              "      <td>50</td>\n",
              "      <td>90</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>37</td>\n",
              "      <td>Vulpix</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>299</td>\n",
              "      <td>38</td>\n",
              "      <td>41</td>\n",
              "      <td>40</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>76</th>\n",
              "      <td>70</td>\n",
              "      <td>Weepinbell</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>390</td>\n",
              "      <td>65</td>\n",
              "      <td>90</td>\n",
              "      <td>50</td>\n",
              "      <td>85</td>\n",
              "      <td>45</td>\n",
              "      <td>55</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>84</th>\n",
              "      <td>78</td>\n",
              "      <td>Rapidash</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>500</td>\n",
              "      <td>65</td>\n",
              "      <td>100</td>\n",
              "      <td>70</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>105</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>136</th>\n",
              "      <td>127</td>\n",
              "      <td>Pinsir</td>\n",
              "      <td>Bug</td>\n",
              "      <td>NaN</td>\n",
              "      <td>500</td>\n",
              "      <td>65</td>\n",
              "      <td>125</td>\n",
              "      <td>100</td>\n",
              "      <td>55</td>\n",
              "      <td>70</td>\n",
              "      <td>85</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>137</th>\n",
              "      <td>127</td>\n",
              "      <td>PinsirMega Pinsir</td>\n",
              "      <td>Bug</td>\n",
              "      <td>Flying</td>\n",
              "      <td>600</td>\n",
              "      <td>65</td>\n",
              "      <td>155</td>\n",
              "      <td>120</td>\n",
              "      <td>65</td>\n",
              "      <td>90</td>\n",
              "      <td>105</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>181</th>\n",
              "      <td>167</td>\n",
              "      <td>Spinarak</td>\n",
              "      <td>Bug</td>\n",
              "      <td>Poison</td>\n",
              "      <td>250</td>\n",
              "      <td>40</td>\n",
              "      <td>60</td>\n",
              "      <td>40</td>\n",
              "      <td>40</td>\n",
              "      <td>40</td>\n",
              "      <td>30</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>186</th>\n",
              "      <td>172</td>\n",
              "      <td>Pichu</td>\n",
              "      <td>Electric</td>\n",
              "      <td>NaN</td>\n",
              "      <td>205</td>\n",
              "      <td>20</td>\n",
              "      <td>40</td>\n",
              "      <td>15</td>\n",
              "      <td>35</td>\n",
              "      <td>35</td>\n",
              "      <td>60</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>189</th>\n",
              "      <td>175</td>\n",
              "      <td>Togepi</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>NaN</td>\n",
              "      <td>245</td>\n",
              "      <td>35</td>\n",
              "      <td>20</td>\n",
              "      <td>65</td>\n",
              "      <td>40</td>\n",
              "      <td>65</td>\n",
              "      <td>20</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>202</th>\n",
              "      <td>187</td>\n",
              "      <td>Hoppip</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Flying</td>\n",
              "      <td>250</td>\n",
              "      <td>35</td>\n",
              "      <td>35</td>\n",
              "      <td>40</td>\n",
              "      <td>35</td>\n",
              "      <td>55</td>\n",
              "      <td>50</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>219</th>\n",
              "      <td>204</td>\n",
              "      <td>Pineco</td>\n",
              "      <td>Bug</td>\n",
              "      <td>NaN</td>\n",
              "      <td>290</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>90</td>\n",
              "      <td>35</td>\n",
              "      <td>35</td>\n",
              "      <td>15</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>239</th>\n",
              "      <td>221</td>\n",
              "      <td>Piloswine</td>\n",
              "      <td>Ice</td>\n",
              "      <td>Ground</td>\n",
              "      <td>450</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>266</th>\n",
              "      <td>247</td>\n",
              "      <td>Pupitar</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Ground</td>\n",
              "      <td>410</td>\n",
              "      <td>70</td>\n",
              "      <td>84</td>\n",
              "      <td>70</td>\n",
              "      <td>65</td>\n",
              "      <td>70</td>\n",
              "      <td>51</td>\n",
              "      <td>2</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>345</th>\n",
              "      <td>316</td>\n",
              "      <td>Gulpin</td>\n",
              "      <td>Poison</td>\n",
              "      <td>NaN</td>\n",
              "      <td>302</td>\n",
              "      <td>70</td>\n",
              "      <td>43</td>\n",
              "      <td>53</td>\n",
              "      <td>43</td>\n",
              "      <td>53</td>\n",
              "      <td>40</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>357</th>\n",
              "      <td>326</td>\n",
              "      <td>Grumpig</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>NaN</td>\n",
              "      <td>470</td>\n",
              "      <td>80</td>\n",
              "      <td>45</td>\n",
              "      <td>65</td>\n",
              "      <td>90</td>\n",
              "      <td>110</td>\n",
              "      <td>80</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>358</th>\n",
              "      <td>327</td>\n",
              "      <td>Spinda</td>\n",
              "      <td>Normal</td>\n",
              "      <td>NaN</td>\n",
              "      <td>360</td>\n",
              "      <td>60</td>\n",
              "      <td>60</td>\n",
              "      <td>60</td>\n",
              "      <td>60</td>\n",
              "      <td>60</td>\n",
              "      <td>60</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>359</th>\n",
              "      <td>328</td>\n",
              "      <td>Trapinch</td>\n",
              "      <td>Ground</td>\n",
              "      <td>NaN</td>\n",
              "      <td>290</td>\n",
              "      <td>45</td>\n",
              "      <td>100</td>\n",
              "      <td>45</td>\n",
              "      <td>45</td>\n",
              "      <td>45</td>\n",
              "      <td>10</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>390</th>\n",
              "      <td>357</td>\n",
              "      <td>Tropius</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Flying</td>\n",
              "      <td>460</td>\n",
              "      <td>99</td>\n",
              "      <td>68</td>\n",
              "      <td>83</td>\n",
              "      <td>72</td>\n",
              "      <td>87</td>\n",
              "      <td>51</td>\n",
              "      <td>3</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>438</th>\n",
              "      <td>393</td>\n",
              "      <td>Piplup</td>\n",
              "      <td>Water</td>\n",
              "      <td>NaN</td>\n",
              "      <td>314</td>\n",
              "      <td>53</td>\n",
              "      <td>51</td>\n",
              "      <td>53</td>\n",
              "      <td>61</td>\n",
              "      <td>56</td>\n",
              "      <td>40</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>463</th>\n",
              "      <td>416</td>\n",
              "      <td>Vespiquen</td>\n",
              "      <td>Bug</td>\n",
              "      <td>Flying</td>\n",
              "      <td>474</td>\n",
              "      <td>70</td>\n",
              "      <td>80</td>\n",
              "      <td>102</td>\n",
              "      <td>80</td>\n",
              "      <td>102</td>\n",
              "      <td>40</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>488</th>\n",
              "      <td>440</td>\n",
              "      <td>Happiny</td>\n",
              "      <td>Normal</td>\n",
              "      <td>NaN</td>\n",
              "      <td>220</td>\n",
              "      <td>100</td>\n",
              "      <td>5</td>\n",
              "      <td>5</td>\n",
              "      <td>15</td>\n",
              "      <td>65</td>\n",
              "      <td>30</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>490</th>\n",
              "      <td>442</td>\n",
              "      <td>Spiritomb</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>Dark</td>\n",
              "      <td>485</td>\n",
              "      <td>50</td>\n",
              "      <td>92</td>\n",
              "      <td>108</td>\n",
              "      <td>92</td>\n",
              "      <td>108</td>\n",
              "      <td>35</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>501</th>\n",
              "      <td>451</td>\n",
              "      <td>Skorupi</td>\n",
              "      <td>Poison</td>\n",
              "      <td>Bug</td>\n",
              "      <td>330</td>\n",
              "      <td>40</td>\n",
              "      <td>50</td>\n",
              "      <td>90</td>\n",
              "      <td>30</td>\n",
              "      <td>55</td>\n",
              "      <td>65</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>502</th>\n",
              "      <td>452</td>\n",
              "      <td>Drapion</td>\n",
              "      <td>Poison</td>\n",
              "      <td>Dark</td>\n",
              "      <td>500</td>\n",
              "      <td>70</td>\n",
              "      <td>90</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>75</td>\n",
              "      <td>95</td>\n",
              "      <td>4</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>557</th>\n",
              "      <td>498</td>\n",
              "      <td>Tepig</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>308</td>\n",
              "      <td>65</td>\n",
              "      <td>63</td>\n",
              "      <td>45</td>\n",
              "      <td>45</td>\n",
              "      <td>45</td>\n",
              "      <td>45</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>558</th>\n",
              "      <td>499</td>\n",
              "      <td>Pignite</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Fighting</td>\n",
              "      <td>418</td>\n",
              "      <td>90</td>\n",
              "      <td>93</td>\n",
              "      <td>55</td>\n",
              "      <td>70</td>\n",
              "      <td>55</td>\n",
              "      <td>55</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>578</th>\n",
              "      <td>519</td>\n",
              "      <td>Pidove</td>\n",
              "      <td>Normal</td>\n",
              "      <td>Flying</td>\n",
              "      <td>264</td>\n",
              "      <td>50</td>\n",
              "      <td>55</td>\n",
              "      <td>50</td>\n",
              "      <td>36</td>\n",
              "      <td>30</td>\n",
              "      <td>43</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>596</th>\n",
              "      <td>536</td>\n",
              "      <td>Palpitoad</td>\n",
              "      <td>Water</td>\n",
              "      <td>Ground</td>\n",
              "      <td>384</td>\n",
              "      <td>75</td>\n",
              "      <td>65</td>\n",
              "      <td>55</td>\n",
              "      <td>65</td>\n",
              "      <td>55</td>\n",
              "      <td>69</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>716</th>\n",
              "      <td>648</td>\n",
              "      <td>MeloettaPirouette Forme</td>\n",
              "      <td>Normal</td>\n",
              "      <td>Fighting</td>\n",
              "      <td>600</td>\n",
              "      <td>100</td>\n",
              "      <td>128</td>\n",
              "      <td>90</td>\n",
              "      <td>77</td>\n",
              "      <td>77</td>\n",
              "      <td>128</td>\n",
              "      <td>5</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>718</th>\n",
              "      <td>650</td>\n",
              "      <td>Chespin</td>\n",
              "      <td>Grass</td>\n",
              "      <td>NaN</td>\n",
              "      <td>313</td>\n",
              "      <td>56</td>\n",
              "      <td>61</td>\n",
              "      <td>65</td>\n",
              "      <td>48</td>\n",
              "      <td>45</td>\n",
              "      <td>38</td>\n",
              "      <td>6</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                     Name    Type 1  ... Speed  Generation  Legendary\n",
              "13    10                 Caterpie       Bug  ...    45           1      False\n",
              "20    16                   Pidgey    Normal  ...    56           1      False\n",
              "21    17                Pidgeotto    Normal  ...    71           1      False\n",
              "22    18                  Pidgeot    Normal  ...   101           1      False\n",
              "23    18      PidgeotMega Pidgeot    Normal  ...   121           1      False\n",
              "30    25                  Pikachu  Electric  ...    90           1      False\n",
              "42    37                   Vulpix      Fire  ...    65           1      False\n",
              "76    70               Weepinbell     Grass  ...    55           1      False\n",
              "84    78                 Rapidash      Fire  ...   105           1      False\n",
              "136  127                   Pinsir       Bug  ...    85           1      False\n",
              "137  127        PinsirMega Pinsir       Bug  ...   105           1      False\n",
              "181  167                 Spinarak       Bug  ...    30           2      False\n",
              "186  172                    Pichu  Electric  ...    60           2      False\n",
              "189  175                   Togepi     Fairy  ...    20           2      False\n",
              "202  187                   Hoppip     Grass  ...    50           2      False\n",
              "219  204                   Pineco       Bug  ...    15           2      False\n",
              "239  221                Piloswine       Ice  ...    50           2      False\n",
              "266  247                  Pupitar      Rock  ...    51           2      False\n",
              "345  316                   Gulpin    Poison  ...    40           3      False\n",
              "357  326                  Grumpig   Psychic  ...    80           3      False\n",
              "358  327                   Spinda    Normal  ...    60           3      False\n",
              "359  328                 Trapinch    Ground  ...    10           3      False\n",
              "390  357                  Tropius     Grass  ...    51           3      False\n",
              "438  393                   Piplup     Water  ...    40           4      False\n",
              "463  416                Vespiquen       Bug  ...    40           4      False\n",
              "488  440                  Happiny    Normal  ...    30           4      False\n",
              "490  442                Spiritomb     Ghost  ...    35           4      False\n",
              "501  451                  Skorupi    Poison  ...    65           4      False\n",
              "502  452                  Drapion    Poison  ...    95           4      False\n",
              "557  498                    Tepig      Fire  ...    45           5      False\n",
              "558  499                  Pignite      Fire  ...    55           5      False\n",
              "578  519                   Pidove    Normal  ...    43           5      False\n",
              "596  536                Palpitoad     Water  ...    69           5      False\n",
              "716  648  MeloettaPirouette Forme    Normal  ...   128           5      False\n",
              "718  650                  Chespin     Grass  ...    38           6      False\n",
              "\n",
              "[35 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 101
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "STbkmjw1yYVo",
        "colab_type": "text"
      },
      "source": [
        "##Conditional Changes"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Ezyia7CExUyu",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df.loc[df['Type 1'] == 'Fire', 'Type 1'] = 'flamer'"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ZS8fioUGypCD",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "a896b8d5-fc79-4cc0-8621-60d9c2545cfc"
      },
      "source": [
        "df"
      ],
      "execution_count": 103,
      "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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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>Total</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>318</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
              "      <td>65</td>\n",
              "      <td>65</td>\n",
              "      <td>45</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>Ivysaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>405</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>flamer</td>\n",
              "      <td>NaN</td>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>719</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>600</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>50</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>110</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>680</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
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              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>flamer</td>\n",
              "      <td>Water</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
              "1      2                Ivysaur    Grass  ...    60           1      False\n",
              "2      3               Venusaur    Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
              "4      4             Charmander   flamer  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50           6       True\n",
              "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721              Volcanion   flamer  ...    70           6       True\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 103
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rZcd3SvKytw5",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df.loc[df['Type 1'] == 'Rock' , 'Legendary'] = True"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ePqvCTXBy7Qh",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "58f331ec-5091-4fcd-c8df-200f69aa2c17"
      },
      "source": [
        "df"
      ],
      "execution_count": 105,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>795</th>\n",
              "      <td>719</td>\n",
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              "      <td>Fairy</td>\n",
              "      <td>600</td>\n",
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              "      <th>796</th>\n",
              "      <td>719</td>\n",
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              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
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              "      <td>110</td>\n",
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              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
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              "      <td>Ghost</td>\n",
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              "      <td>80</td>\n",
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              "      <td>60</td>\n",
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              "      <td>130</td>\n",
              "      <td>70</td>\n",
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              "<p>800 rows × 13 columns</p>\n",
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            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
              "1      2                Ivysaur    Grass  ...    60           1      False\n",
              "2      3               Venusaur    Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
              "4      4             Charmander   flamer  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50           6       True\n",
              "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721              Volcanion   flamer  ...    70           6       True\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
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        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IDae3wlry7sJ",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df = pd.read_csv('modified_pokemon.csv')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "U79gbgs5zKtW",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "99f9a989-f591-4dbf-ecc5-53e15d741d39"
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      "source": [
        "df"
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      "execution_count": 108,
      "outputs": [
        {
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          "data": {
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              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
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              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
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              "      <th>797</th>\n",
              "      <td>720</td>\n",
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              "      <td>Ghost</td>\n",
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              "      <td>60</td>\n",
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              "      <th>798</th>\n",
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              "</table>\n",
              "<p>800 rows × 13 columns</p>\n",
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            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
              "1      2                Ivysaur    Grass  ...    60           1      False\n",
              "2      3               Venusaur    Grass  ...    80           1      False\n",
              "3      3  VenusaurMega Venusaur    Grass  ...    80           1      False\n",
              "4      4             Charmander     Fire  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50           6       True\n",
              "796  719    DiancieMega Diancie     Rock  ...   110           6       True\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70           6       True\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
              "799  721              Volcanion     Fire  ...    70           6       True\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 108
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3dtY-pyDzOyW",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df.loc[df['Total'] > 500, ['Generation', 'Legendary']] = ['test1','test2']"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "x-tyq4ThzYGM",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "532fae97-2dc8-4196-d1ce-470556aa49d1"
      },
      "source": [
        "df"
      ],
      "execution_count": 114,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>Total</th>\n",
              "      <th>HP</th>\n",
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              "      <th>Sp. Atk</th>\n",
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              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>Bulbasaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>318</td>\n",
              "      <td>45</td>\n",
              "      <td>49</td>\n",
              "      <td>49</td>\n",
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              "      <td>65</td>\n",
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              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>Ivysaur</td>\n",
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              "      <td>Poison</td>\n",
              "      <td>405</td>\n",
              "      <td>60</td>\n",
              "      <td>62</td>\n",
              "      <td>63</td>\n",
              "      <td>80</td>\n",
              "      <td>80</td>\n",
              "      <td>60</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>test1</td>\n",
              "      <td>test2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>test1</td>\n",
              "      <td>test2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>719</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>600</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>50</td>\n",
              "      <td>test1</td>\n",
              "      <td>test2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>110</td>\n",
              "      <td>test1</td>\n",
              "      <td>test2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>test1</td>\n",
              "      <td>test2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>680</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>test1</td>\n",
              "      <td>test2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>test1</td>\n",
              "      <td>test2</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 13 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
              "0      1              Bulbasaur    Grass  ...    45           1      False\n",
              "1      2                Ivysaur    Grass  ...    60           1      False\n",
              "2      3               Venusaur    Grass  ...    80       test1      test2\n",
              "3      3  VenusaurMega Venusaur    Grass  ...    80       test1      test2\n",
              "4      4             Charmander     Fire  ...    65           1      False\n",
              "..   ...                    ...      ...  ...   ...         ...        ...\n",
              "795  719                Diancie     Rock  ...    50       test1      test2\n",
              "796  719    DiancieMega Diancie     Rock  ...   110       test1      test2\n",
              "797  720    HoopaHoopa Confined  Psychic  ...    70       test1      test2\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...    80       test1      test2\n",
              "799  721              Volcanion     Fire  ...    70       test1      test2\n",
              "\n",
              "[800 rows x 13 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 114
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "bltD6m1dzrMJ",
        "colab_type": "text"
      },
      "source": [
        "##Aggregate Statistics (Group by)"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4TbinW7szp6l",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "df = pd.read_csv('modified_pokemon.csv')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6zjMvgt0zvnj",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 634
        },
        "outputId": "e331b38c-7094-4e21-adb7-4ff8c45da855"
      },
      "source": [
        "df.groupby(['Type 1']).mean()"
      ],
      "execution_count": 117,
      "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",
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              "\n",
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              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Total</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Type 1</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Bug</th>\n",
              "      <td>334.492754</td>\n",
              "      <td>378.927536</td>\n",
              "      <td>56.884058</td>\n",
              "      <td>70.971014</td>\n",
              "      <td>70.724638</td>\n",
              "      <td>53.869565</td>\n",
              "      <td>64.797101</td>\n",
              "      <td>61.681159</td>\n",
              "      <td>3.217391</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Dark</th>\n",
              "      <td>461.354839</td>\n",
              "      <td>445.741935</td>\n",
              "      <td>66.806452</td>\n",
              "      <td>88.387097</td>\n",
              "      <td>70.225806</td>\n",
              "      <td>74.645161</td>\n",
              "      <td>69.516129</td>\n",
              "      <td>76.161290</td>\n",
              "      <td>4.032258</td>\n",
              "      <td>0.064516</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Dragon</th>\n",
              "      <td>474.375000</td>\n",
              "      <td>550.531250</td>\n",
              "      <td>83.312500</td>\n",
              "      <td>112.125000</td>\n",
              "      <td>86.375000</td>\n",
              "      <td>96.843750</td>\n",
              "      <td>88.843750</td>\n",
              "      <td>83.031250</td>\n",
              "      <td>3.875000</td>\n",
              "      <td>0.375000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Electric</th>\n",
              "      <td>363.500000</td>\n",
              "      <td>443.409091</td>\n",
              "      <td>59.795455</td>\n",
              "      <td>69.090909</td>\n",
              "      <td>66.295455</td>\n",
              "      <td>90.022727</td>\n",
              "      <td>73.704545</td>\n",
              "      <td>84.500000</td>\n",
              "      <td>3.272727</td>\n",
              "      <td>0.090909</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fairy</th>\n",
              "      <td>449.529412</td>\n",
              "      <td>413.176471</td>\n",
              "      <td>74.117647</td>\n",
              "      <td>61.529412</td>\n",
              "      <td>65.705882</td>\n",
              "      <td>78.529412</td>\n",
              "      <td>84.705882</td>\n",
              "      <td>48.588235</td>\n",
              "      <td>4.117647</td>\n",
              "      <td>0.058824</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fighting</th>\n",
              "      <td>363.851852</td>\n",
              "      <td>416.444444</td>\n",
              "      <td>69.851852</td>\n",
              "      <td>96.777778</td>\n",
              "      <td>65.925926</td>\n",
              "      <td>53.111111</td>\n",
              "      <td>64.703704</td>\n",
              "      <td>66.074074</td>\n",
              "      <td>3.370370</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fire</th>\n",
              "      <td>327.403846</td>\n",
              "      <td>458.076923</td>\n",
              "      <td>69.903846</td>\n",
              "      <td>84.769231</td>\n",
              "      <td>67.769231</td>\n",
              "      <td>88.980769</td>\n",
              "      <td>72.211538</td>\n",
              "      <td>74.442308</td>\n",
              "      <td>3.211538</td>\n",
              "      <td>0.096154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Flying</th>\n",
              "      <td>677.750000</td>\n",
              "      <td>485.000000</td>\n",
              "      <td>70.750000</td>\n",
              "      <td>78.750000</td>\n",
              "      <td>66.250000</td>\n",
              "      <td>94.250000</td>\n",
              "      <td>72.500000</td>\n",
              "      <td>102.500000</td>\n",
              "      <td>5.500000</td>\n",
              "      <td>0.500000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ghost</th>\n",
              "      <td>486.500000</td>\n",
              "      <td>439.562500</td>\n",
              "      <td>64.437500</td>\n",
              "      <td>73.781250</td>\n",
              "      <td>81.187500</td>\n",
              "      <td>79.343750</td>\n",
              "      <td>76.468750</td>\n",
              "      <td>64.343750</td>\n",
              "      <td>4.187500</td>\n",
              "      <td>0.062500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Grass</th>\n",
              "      <td>344.871429</td>\n",
              "      <td>421.142857</td>\n",
              "      <td>67.271429</td>\n",
              "      <td>73.214286</td>\n",
              "      <td>70.800000</td>\n",
              "      <td>77.500000</td>\n",
              "      <td>70.428571</td>\n",
              "      <td>61.928571</td>\n",
              "      <td>3.357143</td>\n",
              "      <td>0.042857</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ground</th>\n",
              "      <td>356.281250</td>\n",
              "      <td>437.500000</td>\n",
              "      <td>73.781250</td>\n",
              "      <td>95.750000</td>\n",
              "      <td>84.843750</td>\n",
              "      <td>56.468750</td>\n",
              "      <td>62.750000</td>\n",
              "      <td>63.906250</td>\n",
              "      <td>3.156250</td>\n",
              "      <td>0.125000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ice</th>\n",
              "      <td>423.541667</td>\n",
              "      <td>433.458333</td>\n",
              "      <td>72.000000</td>\n",
              "      <td>72.750000</td>\n",
              "      <td>71.416667</td>\n",
              "      <td>77.541667</td>\n",
              "      <td>76.291667</td>\n",
              "      <td>63.458333</td>\n",
              "      <td>3.541667</td>\n",
              "      <td>0.083333</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Normal</th>\n",
              "      <td>319.173469</td>\n",
              "      <td>401.683673</td>\n",
              "      <td>77.275510</td>\n",
              "      <td>73.469388</td>\n",
              "      <td>59.846939</td>\n",
              "      <td>55.816327</td>\n",
              "      <td>63.724490</td>\n",
              "      <td>71.551020</td>\n",
              "      <td>3.051020</td>\n",
              "      <td>0.020408</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Poison</th>\n",
              "      <td>251.785714</td>\n",
              "      <td>399.142857</td>\n",
              "      <td>67.250000</td>\n",
              "      <td>74.678571</td>\n",
              "      <td>68.821429</td>\n",
              "      <td>60.428571</td>\n",
              "      <td>64.392857</td>\n",
              "      <td>63.571429</td>\n",
              "      <td>2.535714</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Psychic</th>\n",
              "      <td>380.807018</td>\n",
              "      <td>475.947368</td>\n",
              "      <td>70.631579</td>\n",
              "      <td>71.456140</td>\n",
              "      <td>67.684211</td>\n",
              "      <td>98.403509</td>\n",
              "      <td>86.280702</td>\n",
              "      <td>81.491228</td>\n",
              "      <td>3.385965</td>\n",
              "      <td>0.245614</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Rock</th>\n",
              "      <td>392.727273</td>\n",
              "      <td>453.750000</td>\n",
              "      <td>65.363636</td>\n",
              "      <td>92.863636</td>\n",
              "      <td>100.795455</td>\n",
              "      <td>63.340909</td>\n",
              "      <td>75.477273</td>\n",
              "      <td>55.909091</td>\n",
              "      <td>3.454545</td>\n",
              "      <td>0.090909</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Steel</th>\n",
              "      <td>442.851852</td>\n",
              "      <td>487.703704</td>\n",
              "      <td>65.222222</td>\n",
              "      <td>92.703704</td>\n",
              "      <td>126.370370</td>\n",
              "      <td>67.518519</td>\n",
              "      <td>80.629630</td>\n",
              "      <td>55.259259</td>\n",
              "      <td>3.851852</td>\n",
              "      <td>0.148148</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Water</th>\n",
              "      <td>303.089286</td>\n",
              "      <td>430.455357</td>\n",
              "      <td>72.062500</td>\n",
              "      <td>74.151786</td>\n",
              "      <td>72.946429</td>\n",
              "      <td>74.812500</td>\n",
              "      <td>70.517857</td>\n",
              "      <td>65.964286</td>\n",
              "      <td>2.857143</td>\n",
              "      <td>0.035714</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "                   #       Total         HP  ...       Speed  Generation  Legendary\n",
              "Type 1                                       ...                                   \n",
              "Bug       334.492754  378.927536  56.884058  ...   61.681159    3.217391   0.000000\n",
              "Dark      461.354839  445.741935  66.806452  ...   76.161290    4.032258   0.064516\n",
              "Dragon    474.375000  550.531250  83.312500  ...   83.031250    3.875000   0.375000\n",
              "Electric  363.500000  443.409091  59.795455  ...   84.500000    3.272727   0.090909\n",
              "Fairy     449.529412  413.176471  74.117647  ...   48.588235    4.117647   0.058824\n",
              "Fighting  363.851852  416.444444  69.851852  ...   66.074074    3.370370   0.000000\n",
              "Fire      327.403846  458.076923  69.903846  ...   74.442308    3.211538   0.096154\n",
              "Flying    677.750000  485.000000  70.750000  ...  102.500000    5.500000   0.500000\n",
              "Ghost     486.500000  439.562500  64.437500  ...   64.343750    4.187500   0.062500\n",
              "Grass     344.871429  421.142857  67.271429  ...   61.928571    3.357143   0.042857\n",
              "Ground    356.281250  437.500000  73.781250  ...   63.906250    3.156250   0.125000\n",
              "Ice       423.541667  433.458333  72.000000  ...   63.458333    3.541667   0.083333\n",
              "Normal    319.173469  401.683673  77.275510  ...   71.551020    3.051020   0.020408\n",
              "Poison    251.785714  399.142857  67.250000  ...   63.571429    2.535714   0.000000\n",
              "Psychic   380.807018  475.947368  70.631579  ...   81.491228    3.385965   0.245614\n",
              "Rock      392.727273  453.750000  65.363636  ...   55.909091    3.454545   0.090909\n",
              "Steel     442.851852  487.703704  65.222222  ...   55.259259    3.851852   0.148148\n",
              "Water     303.089286  430.455357  72.062500  ...   65.964286    2.857143   0.035714\n",
              "\n",
              "[18 rows x 10 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 117
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VViKjox4z8qj",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 634
        },
        "outputId": "84d7ff4c-c90d-4002-ef50-410010aee1f5"
      },
      "source": [
        "df.groupby(['Type 2']).mean().sort_values('HP')"
      ],
      "execution_count": 120,
      "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>#</th>\n",
              "      <th>Total</th>\n",
              "      <th>HP</th>\n",
              "      <th>Attack</th>\n",
              "      <th>Defense</th>\n",
              "      <th>Sp. Atk</th>\n",
              "      <th>Sp. Def</th>\n",
              "      <th>Speed</th>\n",
              "      <th>Generation</th>\n",
              "      <th>Legendary</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Type 2</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Bug</th>\n",
              "      <td>382.000000</td>\n",
              "      <td>393.333333</td>\n",
              "      <td>53.333333</td>\n",
              "      <td>90.000000</td>\n",
              "      <td>80.000000</td>\n",
              "      <td>46.666667</td>\n",
              "      <td>61.666667</td>\n",
              "      <td>61.666667</td>\n",
              "      <td>3.333333</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Poison</th>\n",
              "      <td>169.970588</td>\n",
              "      <td>396.500000</td>\n",
              "      <td>58.764706</td>\n",
              "      <td>67.588235</td>\n",
              "      <td>59.558824</td>\n",
              "      <td>74.029412</td>\n",
              "      <td>69.911765</td>\n",
              "      <td>66.647059</td>\n",
              "      <td>1.970588</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ghost</th>\n",
              "      <td>551.714286</td>\n",
              "      <td>430.714286</td>\n",
              "      <td>59.142857</td>\n",
              "      <td>84.142857</td>\n",
              "      <td>82.285714</td>\n",
              "      <td>73.214286</td>\n",
              "      <td>78.071429</td>\n",
              "      <td>53.857143</td>\n",
              "      <td>4.785714</td>\n",
              "      <td>0.071429</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Grass</th>\n",
              "      <td>505.400000</td>\n",
              "      <td>408.920000</td>\n",
              "      <td>62.640000</td>\n",
              "      <td>74.160000</td>\n",
              "      <td>80.120000</td>\n",
              "      <td>60.160000</td>\n",
              "      <td>74.520000</td>\n",
              "      <td>57.320000</td>\n",
              "      <td>4.480000</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Water</th>\n",
              "      <td>400.000000</td>\n",
              "      <td>418.214286</td>\n",
              "      <td>62.714286</td>\n",
              "      <td>70.142857</td>\n",
              "      <td>85.071429</td>\n",
              "      <td>74.500000</td>\n",
              "      <td>68.642857</td>\n",
              "      <td>57.142857</td>\n",
              "      <td>3.428571</td>\n",
              "      <td>0.071429</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Normal</th>\n",
              "      <td>681.000000</td>\n",
              "      <td>411.500000</td>\n",
              "      <td>63.500000</td>\n",
              "      <td>52.750000</td>\n",
              "      <td>53.750000</td>\n",
              "      <td>88.000000</td>\n",
              "      <td>64.250000</td>\n",
              "      <td>89.250000</td>\n",
              "      <td>6.000000</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fairy</th>\n",
              "      <td>379.043478</td>\n",
              "      <td>417.956522</td>\n",
              "      <td>64.304348</td>\n",
              "      <td>61.608696</td>\n",
              "      <td>73.869565</td>\n",
              "      <td>75.000000</td>\n",
              "      <td>81.956522</td>\n",
              "      <td>61.217391</td>\n",
              "      <td>3.565217</td>\n",
              "      <td>0.086957</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Steel</th>\n",
              "      <td>435.636364</td>\n",
              "      <td>485.227273</td>\n",
              "      <td>64.636364</td>\n",
              "      <td>92.590909</td>\n",
              "      <td>104.636364</td>\n",
              "      <td>77.727273</td>\n",
              "      <td>86.272727</td>\n",
              "      <td>59.363636</td>\n",
              "      <td>3.818182</td>\n",
              "      <td>0.045455</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Rock</th>\n",
              "      <td>347.785714</td>\n",
              "      <td>434.642857</td>\n",
              "      <td>68.071429</td>\n",
              "      <td>84.000000</td>\n",
              "      <td>126.857143</td>\n",
              "      <td>51.142857</td>\n",
              "      <td>68.571429</td>\n",
              "      <td>36.000000</td>\n",
              "      <td>3.142857</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fire</th>\n",
              "      <td>481.833333</td>\n",
              "      <td>506.250000</td>\n",
              "      <td>71.250000</td>\n",
              "      <td>81.250000</td>\n",
              "      <td>80.166667</td>\n",
              "      <td>110.416667</td>\n",
              "      <td>83.500000</td>\n",
              "      <td>79.666667</td>\n",
              "      <td>4.000000</td>\n",
              "      <td>0.250000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Flying</th>\n",
              "      <td>331.103093</td>\n",
              "      <td>452.546392</td>\n",
              "      <td>71.391753</td>\n",
              "      <td>80.288660</td>\n",
              "      <td>68.309278</td>\n",
              "      <td>75.628866</td>\n",
              "      <td>71.206186</td>\n",
              "      <td>85.721649</td>\n",
              "      <td>3.072165</td>\n",
              "      <td>0.134021</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Psychic</th>\n",
              "      <td>337.151515</td>\n",
              "      <td>479.060606</td>\n",
              "      <td>72.212121</td>\n",
              "      <td>74.696970</td>\n",
              "      <td>87.030303</td>\n",
              "      <td>88.030303</td>\n",
              "      <td>87.606061</td>\n",
              "      <td>69.484848</td>\n",
              "      <td>2.939394</td>\n",
              "      <td>0.151515</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Dark</th>\n",
              "      <td>413.850000</td>\n",
              "      <td>484.400000</td>\n",
              "      <td>75.550000</td>\n",
              "      <td>109.800000</td>\n",
              "      <td>72.050000</td>\n",
              "      <td>81.800000</td>\n",
              "      <td>69.850000</td>\n",
              "      <td>75.350000</td>\n",
              "      <td>3.750000</td>\n",
              "      <td>0.050000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ground</th>\n",
              "      <td>307.600000</td>\n",
              "      <td>444.342857</td>\n",
              "      <td>77.228571</td>\n",
              "      <td>89.857143</td>\n",
              "      <td>90.314286</td>\n",
              "      <td>65.542857</td>\n",
              "      <td>66.742857</td>\n",
              "      <td>54.657143</td>\n",
              "      <td>2.942857</td>\n",
              "      <td>0.028571</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fighting</th>\n",
              "      <td>438.192308</td>\n",
              "      <td>525.846154</td>\n",
              "      <td>79.461538</td>\n",
              "      <td>112.846154</td>\n",
              "      <td>82.500000</td>\n",
              "      <td>81.269231</td>\n",
              "      <td>82.384615</td>\n",
              "      <td>87.384615</td>\n",
              "      <td>3.923077</td>\n",
              "      <td>0.153846</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Dragon</th>\n",
              "      <td>482.555556</td>\n",
              "      <td>526.166667</td>\n",
              "      <td>82.166667</td>\n",
              "      <td>94.444444</td>\n",
              "      <td>87.055556</td>\n",
              "      <td>98.500000</td>\n",
              "      <td>83.444444</td>\n",
              "      <td>80.555556</td>\n",
              "      <td>4.166667</td>\n",
              "      <td>0.222222</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Electric</th>\n",
              "      <td>465.666667</td>\n",
              "      <td>455.333333</td>\n",
              "      <td>88.166667</td>\n",
              "      <td>72.666667</td>\n",
              "      <td>68.333333</td>\n",
              "      <td>81.166667</td>\n",
              "      <td>73.500000</td>\n",
              "      <td>71.500000</td>\n",
              "      <td>4.000000</td>\n",
              "      <td>0.166667</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Ice</th>\n",
              "      <td>441.285714</td>\n",
              "      <td>525.714286</td>\n",
              "      <td>90.000000</td>\n",
              "      <td>98.000000</td>\n",
              "      <td>85.642857</td>\n",
              "      <td>92.642857</td>\n",
              "      <td>84.785714</td>\n",
              "      <td>74.642857</td>\n",
              "      <td>3.714286</td>\n",
              "      <td>0.214286</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "                   #       Total         HP  ...      Speed  Generation  Legendary\n",
              "Type 2                                       ...                                  \n",
              "Bug       382.000000  393.333333  53.333333  ...  61.666667    3.333333   0.000000\n",
              "Poison    169.970588  396.500000  58.764706  ...  66.647059    1.970588   0.000000\n",
              "Ghost     551.714286  430.714286  59.142857  ...  53.857143    4.785714   0.071429\n",
              "Grass     505.400000  408.920000  62.640000  ...  57.320000    4.480000   0.000000\n",
              "Water     400.000000  418.214286  62.714286  ...  57.142857    3.428571   0.071429\n",
              "Normal    681.000000  411.500000  63.500000  ...  89.250000    6.000000   0.000000\n",
              "Fairy     379.043478  417.956522  64.304348  ...  61.217391    3.565217   0.086957\n",
              "Steel     435.636364  485.227273  64.636364  ...  59.363636    3.818182   0.045455\n",
              "Rock      347.785714  434.642857  68.071429  ...  36.000000    3.142857   0.000000\n",
              "Fire      481.833333  506.250000  71.250000  ...  79.666667    4.000000   0.250000\n",
              "Flying    331.103093  452.546392  71.391753  ...  85.721649    3.072165   0.134021\n",
              "Psychic   337.151515  479.060606  72.212121  ...  69.484848    2.939394   0.151515\n",
              "Dark      413.850000  484.400000  75.550000  ...  75.350000    3.750000   0.050000\n",
              "Ground    307.600000  444.342857  77.228571  ...  54.657143    2.942857   0.028571\n",
              "Fighting  438.192308  525.846154  79.461538  ...  87.384615    3.923077   0.153846\n",
              "Dragon    482.555556  526.166667  82.166667  ...  80.555556    4.166667   0.222222\n",
              "Electric  465.666667  455.333333  88.166667  ...  71.500000    4.000000   0.166667\n",
              "Ice       441.285714  525.714286  90.000000  ...  74.642857    3.714286   0.214286\n",
              "\n",
              "[18 rows x 10 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 120
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gjvFAxRP0aDp",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#sum mean count "
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dVZPBgLE047y",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 508
        },
        "outputId": "a1796511-98ba-4621-ce99-d2b4d6444744"
      },
      "source": [
        "df['count'] = 1\n",
        "df"
      ],
      "execution_count": 123,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>#</th>\n",
              "      <th>Name</th>\n",
              "      <th>Type 1</th>\n",
              "      <th>Type 2</th>\n",
              "      <th>Total</th>\n",
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              "      <th>count</th>\n",
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              "  <tbody>\n",
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              "      <th>0</th>\n",
              "      <td>1</td>\n",
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              "      <td>318</td>\n",
              "      <td>45</td>\n",
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              "      <td>49</td>\n",
              "      <td>65</td>\n",
              "      <td>65</td>\n",
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              "      <td>60</td>\n",
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              "      <td>80</td>\n",
              "      <td>60</td>\n",
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              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>Venusaur</td>\n",
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              "      <td>Poison</td>\n",
              "      <td>525</td>\n",
              "      <td>80</td>\n",
              "      <td>82</td>\n",
              "      <td>83</td>\n",
              "      <td>100</td>\n",
              "      <td>100</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>1</td>\n",
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              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>VenusaurMega Venusaur</td>\n",
              "      <td>Grass</td>\n",
              "      <td>Poison</td>\n",
              "      <td>625</td>\n",
              "      <td>80</td>\n",
              "      <td>100</td>\n",
              "      <td>123</td>\n",
              "      <td>122</td>\n",
              "      <td>120</td>\n",
              "      <td>80</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>Charmander</td>\n",
              "      <td>Fire</td>\n",
              "      <td>NaN</td>\n",
              "      <td>309</td>\n",
              "      <td>39</td>\n",
              "      <td>52</td>\n",
              "      <td>43</td>\n",
              "      <td>60</td>\n",
              "      <td>50</td>\n",
              "      <td>65</td>\n",
              "      <td>1</td>\n",
              "      <td>False</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>795</th>\n",
              "      <td>719</td>\n",
              "      <td>Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>600</td>\n",
              "      <td>50</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>100</td>\n",
              "      <td>150</td>\n",
              "      <td>50</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>796</th>\n",
              "      <td>719</td>\n",
              "      <td>DiancieMega Diancie</td>\n",
              "      <td>Rock</td>\n",
              "      <td>Fairy</td>\n",
              "      <td>700</td>\n",
              "      <td>50</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>160</td>\n",
              "      <td>110</td>\n",
              "      <td>110</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>797</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Confined</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Ghost</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>60</td>\n",
              "      <td>150</td>\n",
              "      <td>130</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>798</th>\n",
              "      <td>720</td>\n",
              "      <td>HoopaHoopa Unbound</td>\n",
              "      <td>Psychic</td>\n",
              "      <td>Dark</td>\n",
              "      <td>680</td>\n",
              "      <td>80</td>\n",
              "      <td>160</td>\n",
              "      <td>60</td>\n",
              "      <td>170</td>\n",
              "      <td>130</td>\n",
              "      <td>80</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>799</th>\n",
              "      <td>721</td>\n",
              "      <td>Volcanion</td>\n",
              "      <td>Fire</td>\n",
              "      <td>Water</td>\n",
              "      <td>600</td>\n",
              "      <td>80</td>\n",
              "      <td>110</td>\n",
              "      <td>120</td>\n",
              "      <td>130</td>\n",
              "      <td>90</td>\n",
              "      <td>70</td>\n",
              "      <td>6</td>\n",
              "      <td>True</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>800 rows × 14 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       #                   Name   Type 1  ... Generation  Legendary  count\n",
              "0      1              Bulbasaur    Grass  ...          1      False      1\n",
              "1      2                Ivysaur    Grass  ...          1      False      1\n",
              "2      3               Venusaur    Grass  ...          1      False      1\n",
              "3      3  VenusaurMega Venusaur    Grass  ...          1      False      1\n",
              "4      4             Charmander     Fire  ...          1      False      1\n",
              "..   ...                    ...      ...  ...        ...        ...    ...\n",
              "795  719                Diancie     Rock  ...          6       True      1\n",
              "796  719    DiancieMega Diancie     Rock  ...          6       True      1\n",
              "797  720    HoopaHoopa Confined  Psychic  ...          6       True      1\n",
              "798  720     HoopaHoopa Unbound  Psychic  ...          6       True      1\n",
              "799  721              Volcanion     Fire  ...          6       True      1\n",
              "\n",
              "[800 rows x 14 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 123
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "U5nh7vAG0Z-m",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 351
        },
        "outputId": "dbcc3aef-e465-440a-8ff0-5264da6a6e36"
      },
      "source": [
        "df.groupby(['Type 1']).count()['count']"
      ],
      "execution_count": 125,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Type 1\n",
              "Bug          69\n",
              "Dark         31\n",
              "Dragon       32\n",
              "Electric     44\n",
              "Fairy        17\n",
              "Fighting     27\n",
              "Fire         52\n",
              "Flying        4\n",
              "Ghost        32\n",
              "Grass        70\n",
              "Ground       32\n",
              "Ice          24\n",
              "Normal       98\n",
              "Poison       28\n",
              "Psychic      57\n",
              "Rock         44\n",
              "Steel        27\n",
              "Water       112\n",
              "Name: count, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 125
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "j1R0NB_l0Z8G",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 234
        },
        "outputId": "0b847804-bcac-46a3-8855-dcbf09be63b5"
      },
      "source": [
        "df.groupby(['Type 1', 'Type 2']).count()['count']"
      ],
      "execution_count": 126,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Type 1  Type 2  \n",
              "Bug     Electric     2\n",
              "        Fighting     2\n",
              "        Fire         2\n",
              "        Flying      14\n",
              "        Ghost        1\n",
              "                    ..\n",
              "Water   Ice          3\n",
              "        Poison       3\n",
              "        Psychic      5\n",
              "        Rock         4\n",
              "        Steel        1\n",
              "Name: count, Length: 136, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 126
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "AZK_dzhy1W9c",
        "colab_type": "text"
      },
      "source": [
        "##Working with large amount of data"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YIi7vuhd0Z6C",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "d6404887-fa42-48ae-934d-39cf5eead932"
      },
      "source": [
        "for df in pd.read_csv('modified_pokemon.csv', chunksize = 5):\n",
        "  print(df)"
      ],
      "execution_count": 127,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "   #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "0  1              Bulbasaur  Grass  ...    45           1      False\n",
            "1  2                Ivysaur  Grass  ...    60           1      False\n",
            "2  3               Venusaur  Grass  ...    80           1      False\n",
            "3  3  VenusaurMega Venusaur  Grass  ...    80           1      False\n",
            "4  4             Charmander   Fire  ...    65           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "   #                       Name Type 1  ... Speed  Generation  Legendary\n",
            "5  5                 Charmeleon   Fire  ...    80           1      False\n",
            "6  6                  Charizard   Fire  ...   100           1      False\n",
            "7  6  CharizardMega Charizard X   Fire  ...   100           1      False\n",
            "8  6  CharizardMega Charizard Y   Fire  ...   100           1      False\n",
            "9  7                   Squirtle  Water  ...    43           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #                     Name Type 1  ...  Speed  Generation  Legendary\n",
            "10   8                Wartortle  Water  ...     58           1      False\n",
            "11   9                Blastoise  Water  ...     78           1      False\n",
            "12   9  BlastoiseMega Blastoise  Water  ...     78           1      False\n",
            "13  10                 Caterpie    Bug  ...     45           1      False\n",
            "14  11                  Metapod    Bug  ...     30           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "15  12             Butterfree    Bug  ...    70           1      False\n",
            "16  13                 Weedle    Bug  ...    50           1      False\n",
            "17  14                 Kakuna    Bug  ...    35           1      False\n",
            "18  15               Beedrill    Bug  ...    75           1      False\n",
            "19  15  BeedrillMega Beedrill    Bug  ...   145           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #                 Name  Type 1  ... Speed  Generation  Legendary\n",
            "20  16               Pidgey  Normal  ...    56           1      False\n",
            "21  17            Pidgeotto  Normal  ...    71           1      False\n",
            "22  18              Pidgeot  Normal  ...   101           1      False\n",
            "23  18  PidgeotMega Pidgeot  Normal  ...   121           1      False\n",
            "24  19              Rattata  Normal  ...    72           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "25  20  Raticate  Normal     NaN  ...       70     97           1      False\n",
            "26  21   Spearow  Normal  Flying  ...       31     70           1      False\n",
            "27  22    Fearow  Normal  Flying  ...       61    100           1      False\n",
            "28  23     Ekans  Poison     NaN  ...       54     55           1      False\n",
            "29  24     Arbok  Poison     NaN  ...       79     80           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #              Name    Type 1  ...  Speed  Generation  Legendary\n",
            "30  25           Pikachu  Electric  ...     90           1      False\n",
            "31  26            Raichu  Electric  ...    110           1      False\n",
            "32  27         Sandshrew    Ground  ...     40           1      False\n",
            "33  28         Sandslash    Ground  ...     65           1      False\n",
            "34  29  Nidoran (Female)    Poison  ...     41           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #            Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "35  30        Nidorina  Poison     NaN  ...       55     56           1      False\n",
            "36  31       Nidoqueen  Poison  Ground  ...       85     76           1      False\n",
            "37  32  Nidoran (Male)  Poison     NaN  ...       40     50           1      False\n",
            "38  33        Nidorino  Poison     NaN  ...       55     65           1      False\n",
            "39  34        Nidoking  Poison  Ground  ...       75     85           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #        Name  Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "40  35    Clefairy   Fairy    NaN  ...       65     35           1      False\n",
            "41  36    Clefable   Fairy    NaN  ...       90     60           1      False\n",
            "42  37      Vulpix    Fire    NaN  ...       65     65           1      False\n",
            "43  38   Ninetales    Fire    NaN  ...      100    100           1      False\n",
            "44  39  Jigglypuff  Normal  Fairy  ...       25     20           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #        Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "45  40  Wigglytuff  Normal   Fairy  ...       50     45           1      False\n",
            "46  41       Zubat  Poison  Flying  ...       40     55           1      False\n",
            "47  42      Golbat  Poison  Flying  ...       75     90           1      False\n",
            "48  43      Oddish   Grass  Poison  ...       65     30           1      False\n",
            "49  44       Gloom   Grass  Poison  ...       75     40           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #       Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "50  45  Vileplume  Grass  Poison  ...       90     50           1      False\n",
            "51  46      Paras    Bug   Grass  ...       55     25           1      False\n",
            "52  47   Parasect    Bug   Grass  ...       80     30           1      False\n",
            "53  48    Venonat    Bug  Poison  ...       55     45           1      False\n",
            "54  49   Venomoth    Bug  Poison  ...       75     90           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #     Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "55  50  Diglett  Ground     NaN  ...       45     95           1      False\n",
            "56  51  Dugtrio  Ground     NaN  ...       70    120           1      False\n",
            "57  52   Meowth  Normal     NaN  ...       40     90           1      False\n",
            "58  53  Persian  Normal     NaN  ...       65    115           1      False\n",
            "59  54  Psyduck   Water     NaN  ...       50     55           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #       Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "60  55    Golduck     Water     NaN  ...       80     85           1      False\n",
            "61  56     Mankey  Fighting     NaN  ...       45     70           1      False\n",
            "62  57   Primeape  Fighting     NaN  ...       70     95           1      False\n",
            "63  58  Growlithe      Fire     NaN  ...       50     60           1      False\n",
            "64  59   Arcanine      Fire     NaN  ...       80     95           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #       Name   Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "65  60    Poliwag    Water       NaN  ...       40     90           1      False\n",
            "66  61  Poliwhirl    Water       NaN  ...       50     90           1      False\n",
            "67  62  Poliwrath    Water  Fighting  ...       90     70           1      False\n",
            "68  63       Abra  Psychic       NaN  ...       55     90           1      False\n",
            "69  64    Kadabra  Psychic       NaN  ...       70    105           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #                   Name    Type 1  ...  Speed  Generation  Legendary\n",
            "70  65               Alakazam   Psychic  ...    120           1      False\n",
            "71  65  AlakazamMega Alakazam   Psychic  ...    150           1      False\n",
            "72  66                 Machop  Fighting  ...     35           1      False\n",
            "73  67                Machoke  Fighting  ...     45           1      False\n",
            "74  68                Machamp  Fighting  ...     55           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #        Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "75  69  Bellsprout  Grass  Poison  ...       30     40           1      False\n",
            "76  70  Weepinbell  Grass  Poison  ...       45     55           1      False\n",
            "77  71  Victreebel  Grass  Poison  ...       70     70           1      False\n",
            "78  72   Tentacool  Water  Poison  ...      100     70           1      False\n",
            "79  73  Tentacruel  Water  Poison  ...      120    100           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #      Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "80  74   Geodude   Rock  Ground  ...       30     20           1      False\n",
            "81  75  Graveler   Rock  Ground  ...       45     35           1      False\n",
            "82  76     Golem   Rock  Ground  ...       65     45           1      False\n",
            "83  77    Ponyta   Fire     NaN  ...       65     90           1      False\n",
            "84  78  Rapidash   Fire     NaN  ...       80    105           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #                 Name    Type 1  ... Speed  Generation  Legendary\n",
            "85  79             Slowpoke     Water  ...    15           1      False\n",
            "86  80              Slowbro     Water  ...    30           1      False\n",
            "87  80  SlowbroMega Slowbro     Water  ...    30           1      False\n",
            "88  81            Magnemite  Electric  ...    45           1      False\n",
            "89  82             Magneton  Electric  ...    70           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #        Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "90  83  Farfetch'd  Normal  Flying  ...       62     60           1      False\n",
            "91  84       Doduo  Normal  Flying  ...       35     75           1      False\n",
            "92  85      Dodrio  Normal  Flying  ...       60    100           1      False\n",
            "93  86        Seel   Water     NaN  ...       70     45           1      False\n",
            "94  87     Dewgong   Water     Ice  ...       95     70           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "     #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "95  88    Grimer  Poison     NaN  ...       50     25           1      False\n",
            "96  89       Muk  Poison     NaN  ...      100     50           1      False\n",
            "97  90  Shellder   Water     NaN  ...       25     40           1      False\n",
            "98  91  Cloyster   Water     Ice  ...       45     70           1      False\n",
            "99  92    Gastly   Ghost  Poison  ...       35     80           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "      #               Name   Type 1  ... Speed  Generation  Legendary\n",
            "100  93            Haunter    Ghost  ...    95           1      False\n",
            "101  94             Gengar    Ghost  ...   110           1      False\n",
            "102  94  GengarMega Gengar    Ghost  ...   130           1      False\n",
            "103  95               Onix     Rock  ...    70           1      False\n",
            "104  96            Drowzee  Psychic  ...    42           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "105   97      Hypno   Psychic     NaN  ...      115     67           1      False\n",
            "106   98     Krabby     Water     NaN  ...       25     50           1      False\n",
            "107   99    Kingler     Water     NaN  ...       50     75           1      False\n",
            "108  100    Voltorb  Electric     NaN  ...       55    100           1      False\n",
            "109  101  Electrode  Electric     NaN  ...       80    140           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "110  102  Exeggcute     Grass  Psychic  ...       45     40           1      False\n",
            "111  103  Exeggutor     Grass  Psychic  ...       65     55           1      False\n",
            "112  104     Cubone    Ground      NaN  ...       50     35           1      False\n",
            "113  105    Marowak    Ground      NaN  ...       80     45           1      False\n",
            "114  106  Hitmonlee  Fighting      NaN  ...      110     87           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "115  107  Hitmonchan  Fighting    NaN  ...      110     76           1      False\n",
            "116  108   Lickitung    Normal    NaN  ...       75     30           1      False\n",
            "117  109     Koffing    Poison    NaN  ...       45     35           1      False\n",
            "118  110     Weezing    Poison    NaN  ...       70     60           1      False\n",
            "119  111     Rhyhorn    Ground   Rock  ...       30     25           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                       Name  Type 1  ... Speed  Generation  Legendary\n",
            "120  112                     Rhydon  Ground  ...    40           1      False\n",
            "121  113                    Chansey  Normal  ...    50           1      False\n",
            "122  114                    Tangela   Grass  ...    60           1      False\n",
            "123  115                 Kangaskhan  Normal  ...    90           1      False\n",
            "124  115  KangaskhanMega Kangaskhan  Normal  ...   100           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #     Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "125  116   Horsea  Water     NaN  ...       25     60           1      False\n",
            "126  117   Seadra  Water     NaN  ...       45     85           1      False\n",
            "127  118  Goldeen  Water     NaN  ...       50     63           1      False\n",
            "128  119  Seaking  Water     NaN  ...       80     68           1      False\n",
            "129  120   Staryu  Water     NaN  ...       55     85           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "130  121     Starmie     Water  Psychic  ...       85    115           1      False\n",
            "131  122    Mr. Mime   Psychic    Fairy  ...      120     90           1      False\n",
            "132  123     Scyther       Bug   Flying  ...       80    105           1      False\n",
            "133  124        Jynx       Ice  Psychic  ...       95     95           1      False\n",
            "134  125  Electabuzz  Electric      NaN  ...       85    105           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #               Name  Type 1  ... Speed  Generation  Legendary\n",
            "135  126             Magmar    Fire  ...    93           1      False\n",
            "136  127             Pinsir     Bug  ...    85           1      False\n",
            "137  127  PinsirMega Pinsir     Bug  ...   105           1      False\n",
            "138  128             Tauros  Normal  ...   110           1      False\n",
            "139  129           Magikarp   Water  ...    80           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name  Type 1  ... Speed  Generation  Legendary\n",
            "140  130               Gyarados   Water  ...    81           1      False\n",
            "141  130  GyaradosMega Gyarados   Water  ...    81           1      False\n",
            "142  131                 Lapras   Water  ...    60           1      False\n",
            "143  132                  Ditto  Normal  ...    48           1      False\n",
            "144  133                  Eevee  Normal  ...    55           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name    Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "145  134  Vaporeon     Water    NaN  ...       95     65           1      False\n",
            "146  135   Jolteon  Electric    NaN  ...       95    130           1      False\n",
            "147  136   Flareon      Fire    NaN  ...      110     65           1      False\n",
            "148  137   Porygon    Normal    NaN  ...       75     40           1      False\n",
            "149  138   Omanyte      Rock  Water  ...       55     35           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                       Name Type 1  ... Speed  Generation  Legendary\n",
            "150  139                    Omastar   Rock  ...    55           1      False\n",
            "151  140                     Kabuto   Rock  ...    55           1      False\n",
            "152  141                   Kabutops   Rock  ...    80           1      False\n",
            "153  142                 Aerodactyl   Rock  ...   130           1      False\n",
            "154  142  AerodactylMega Aerodactyl   Rock  ...   150           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "155  143   Snorlax    Normal     NaN  ...      110     30           1      False\n",
            "156  144  Articuno       Ice  Flying  ...      125     85           1       True\n",
            "157  145    Zapdos  Electric  Flying  ...       90    100           1       True\n",
            "158  146   Moltres      Fire  Flying  ...       85     90           1       True\n",
            "159  147   Dratini    Dragon     NaN  ...       50     50           1      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name   Type 1  ... Speed  Generation  Legendary\n",
            "160  148            Dragonair   Dragon  ...    70           1      False\n",
            "161  149            Dragonite   Dragon  ...    80           1      False\n",
            "162  150               Mewtwo  Psychic  ...   130           1       True\n",
            "163  150  MewtwoMega Mewtwo X  Psychic  ...   130           1       True\n",
            "164  150  MewtwoMega Mewtwo Y  Psychic  ...   140           1       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "165  151        Mew  Psychic     NaN  ...      100    100           1      False\n",
            "166  152  Chikorita    Grass     NaN  ...       65     45           2      False\n",
            "167  153    Bayleef    Grass     NaN  ...       80     60           2      False\n",
            "168  154   Meganium    Grass     NaN  ...      100     80           2      False\n",
            "169  155  Cyndaquil     Fire     NaN  ...       50     65           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "170  156     Quilava   Fire     NaN  ...       65     80           2      False\n",
            "171  157  Typhlosion   Fire     NaN  ...       85    100           2      False\n",
            "172  158    Totodile  Water     NaN  ...       48     43           2      False\n",
            "173  159    Croconaw  Water     NaN  ...       63     58           2      False\n",
            "174  160  Feraligatr  Water     NaN  ...       83     78           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "175  161   Sentret  Normal     NaN  ...       45     20           2      False\n",
            "176  162    Furret  Normal     NaN  ...       55     90           2      False\n",
            "177  163  Hoothoot  Normal  Flying  ...       56     50           2      False\n",
            "178  164   Noctowl  Normal  Flying  ...       96     70           2      False\n",
            "179  165    Ledyba     Bug  Flying  ...       80     55           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "180  166    Ledian     Bug    Flying  ...      110     85           2      False\n",
            "181  167  Spinarak     Bug    Poison  ...       40     30           2      False\n",
            "182  168   Ariados     Bug    Poison  ...       60     40           2      False\n",
            "183  169    Crobat  Poison    Flying  ...       80    130           2      False\n",
            "184  170  Chinchou   Water  Electric  ...       56     67           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "185  171    Lanturn     Water  Electric  ...       76     67           2      False\n",
            "186  172      Pichu  Electric       NaN  ...       35     60           2      False\n",
            "187  173     Cleffa     Fairy       NaN  ...       55     15           2      False\n",
            "188  174  Igglybuff    Normal     Fairy  ...       20     15           2      False\n",
            "189  175     Togepi     Fairy       NaN  ...       65     20           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #     Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "190  176  Togetic     Fairy  Flying  ...      105     40           2      False\n",
            "191  177     Natu   Psychic  Flying  ...       45     70           2      False\n",
            "192  178     Xatu   Psychic  Flying  ...       70     95           2      False\n",
            "193  179   Mareep  Electric     NaN  ...       45     35           2      False\n",
            "194  180  Flaaffy  Electric     NaN  ...       60     45           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name    Type 1  ... Speed  Generation  Legendary\n",
            "195  181               Ampharos  Electric  ...    55           2      False\n",
            "196  181  AmpharosMega Ampharos  Electric  ...    45           2      False\n",
            "197  182              Bellossom     Grass  ...    50           2      False\n",
            "198  183                 Marill     Water  ...    40           2      False\n",
            "199  184              Azumarill     Water  ...    50           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "200  185  Sudowoodo   Rock     NaN  ...       65     30           2      False\n",
            "201  186   Politoed  Water     NaN  ...      100     70           2      False\n",
            "202  187     Hoppip  Grass  Flying  ...       55     50           2      False\n",
            "203  188   Skiploom  Grass  Flying  ...       65     80           2      False\n",
            "204  189   Jumpluff  Grass  Flying  ...       95    110           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "205  190     Aipom  Normal     NaN  ...       55     85           2      False\n",
            "206  191   Sunkern   Grass     NaN  ...       30     30           2      False\n",
            "207  192  Sunflora   Grass     NaN  ...       85     30           2      False\n",
            "208  193     Yanma     Bug  Flying  ...       45     95           2      False\n",
            "209  194    Wooper   Water  Ground  ...       25     15           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name   Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "210  195  Quagsire    Water   Ground  ...       65     35           2      False\n",
            "211  196    Espeon  Psychic      NaN  ...       95    110           2      False\n",
            "212  197   Umbreon     Dark      NaN  ...      130     65           2      False\n",
            "213  198   Murkrow     Dark   Flying  ...       42     91           2      False\n",
            "214  199  Slowking    Water  Psychic  ...      110     30           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name   Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "215  200  Misdreavus    Ghost      NaN  ...       85     85           2      False\n",
            "216  201       Unown  Psychic      NaN  ...       48     48           2      False\n",
            "217  202   Wobbuffet  Psychic      NaN  ...       58     33           2      False\n",
            "218  203   Girafarig   Normal  Psychic  ...       65     85           2      False\n",
            "219  204      Pineco      Bug      NaN  ...       35     15           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name  Type 1  ... Speed  Generation  Legendary\n",
            "220  205           Forretress     Bug  ...    40           2      False\n",
            "221  206            Dunsparce  Normal  ...    45           2      False\n",
            "222  207               Gligar  Ground  ...    85           2      False\n",
            "223  208              Steelix   Steel  ...    30           2      False\n",
            "224  208  SteelixMega Steelix   Steel  ...    30           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #               Name Type 1  ... Speed  Generation  Legendary\n",
            "225  209           Snubbull  Fairy  ...    30           2      False\n",
            "226  210           Granbull  Fairy  ...    45           2      False\n",
            "227  211           Qwilfish  Water  ...    85           2      False\n",
            "228  212             Scizor    Bug  ...    65           2      False\n",
            "229  212  ScizorMega Scizor    Bug  ...    75           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name  Type 1  ... Speed  Generation  Legendary\n",
            "230  213                  Shuckle     Bug  ...     5           2      False\n",
            "231  214                Heracross     Bug  ...    85           2      False\n",
            "232  214  HeracrossMega Heracross     Bug  ...    75           2      False\n",
            "233  215                  Sneasel    Dark  ...   115           2      False\n",
            "234  216                Teddiursa  Normal  ...    40           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "235  217   Ursaring  Normal     NaN  ...       75     55           2      False\n",
            "236  218     Slugma    Fire     NaN  ...       40     20           2      False\n",
            "237  219   Magcargo    Fire    Rock  ...       80     30           2      False\n",
            "238  220     Swinub     Ice  Ground  ...       30     50           2      False\n",
            "239  221  Piloswine     Ice  Ground  ...       60     50           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "240  222    Corsola  Water    Rock  ...       85     35           2      False\n",
            "241  223   Remoraid  Water     NaN  ...       35     65           2      False\n",
            "242  224  Octillery  Water     NaN  ...       75     45           2      False\n",
            "243  225   Delibird    Ice  Flying  ...       45     75           2      False\n",
            "244  226    Mantine  Water  Flying  ...      140     70           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "245  227               Skarmory  Steel  ...    70           2      False\n",
            "246  228               Houndour   Dark  ...    65           2      False\n",
            "247  229               Houndoom   Dark  ...    95           2      False\n",
            "248  229  HoundoomMega Houndoom   Dark  ...   115           2      False\n",
            "249  230                Kingdra  Water  ...    85           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "250  231    Phanpy  Ground     NaN  ...       40     40           2      False\n",
            "251  232   Donphan  Ground     NaN  ...       60     50           2      False\n",
            "252  233  Porygon2  Normal     NaN  ...       95     60           2      False\n",
            "253  234  Stantler  Normal     NaN  ...       65     85           2      False\n",
            "254  235  Smeargle  Normal     NaN  ...       45     75           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "255  236    Tyrogue  Fighting      NaN  ...       35     35           2      False\n",
            "256  237  Hitmontop  Fighting      NaN  ...      110     70           2      False\n",
            "257  238   Smoochum       Ice  Psychic  ...       65     65           2      False\n",
            "258  239     Elekid  Electric      NaN  ...       55     95           2      False\n",
            "259  240      Magby      Fire      NaN  ...       55     83           2      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #     Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "260  241  Miltank    Normal     NaN  ...       70    100           2      False\n",
            "261  242  Blissey    Normal     NaN  ...      135     55           2      False\n",
            "262  243   Raikou  Electric     NaN  ...      100    115           2       True\n",
            "263  244    Entei      Fire     NaN  ...       75    100           2       True\n",
            "264  245  Suicune     Water     NaN  ...      115     85           2       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name   Type 1  ... Speed  Generation  Legendary\n",
            "265  246                 Larvitar     Rock  ...    41           2      False\n",
            "266  247                  Pupitar     Rock  ...    51           2      False\n",
            "267  248                Tyranitar     Rock  ...    61           2      False\n",
            "268  248  TyranitarMega Tyranitar     Rock  ...    71           2      False\n",
            "269  249                    Lugia  Psychic  ...   110           2       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "270  250     Ho-oh     Fire  Flying  ...      154     90           2       True\n",
            "271  251    Celebi  Psychic   Grass  ...      100    100           2      False\n",
            "272  252   Treecko    Grass     NaN  ...       55     70           3      False\n",
            "273  253   Grovyle    Grass     NaN  ...       65     95           3      False\n",
            "274  254  Sceptile    Grass     NaN  ...       85    120           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "275  254  SceptileMega Sceptile  Grass  ...   145           3      False\n",
            "276  255                Torchic   Fire  ...    45           3      False\n",
            "277  256              Combusken   Fire  ...    55           3      False\n",
            "278  257               Blaziken   Fire  ...    80           3      False\n",
            "279  257  BlazikenMega Blaziken   Fire  ...   100           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "280  258                 Mudkip  Water  ...    40           3      False\n",
            "281  259              Marshtomp  Water  ...    50           3      False\n",
            "282  260               Swampert  Water  ...    60           3      False\n",
            "283  260  SwampertMega Swampert  Water  ...    70           3      False\n",
            "284  261              Poochyena   Dark  ...    35           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "285  262  Mightyena    Dark     NaN  ...       60     70           3      False\n",
            "286  263  Zigzagoon  Normal     NaN  ...       41     60           3      False\n",
            "287  264    Linoone  Normal     NaN  ...       61    100           3      False\n",
            "288  265    Wurmple     Bug     NaN  ...       30     20           3      False\n",
            "289  266    Silcoon     Bug     NaN  ...       25     15           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "290  267  Beautifly    Bug  Flying  ...       50     65           3      False\n",
            "291  268    Cascoon    Bug     NaN  ...       25     15           3      False\n",
            "292  269     Dustox    Bug  Poison  ...       90     65           3      False\n",
            "293  270      Lotad  Water   Grass  ...       50     30           3      False\n",
            "294  271     Lombre  Water   Grass  ...       70     50           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "295  272  Ludicolo   Water   Grass  ...      100     70           3      False\n",
            "296  273    Seedot   Grass     NaN  ...       30     30           3      False\n",
            "297  274   Nuzleaf   Grass    Dark  ...       40     60           3      False\n",
            "298  275   Shiftry   Grass    Dark  ...       60     80           3      False\n",
            "299  276   Taillow  Normal  Flying  ...       30     85           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "300  277   Swellow   Normal  Flying  ...       50    125           3      False\n",
            "301  278   Wingull    Water  Flying  ...       30     85           3      False\n",
            "302  279  Pelipper    Water  Flying  ...       70     65           3      False\n",
            "303  280     Ralts  Psychic   Fairy  ...       35     40           3      False\n",
            "304  281    Kirlia  Psychic   Fairy  ...       55     50           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name   Type 1  ... Speed  Generation  Legendary\n",
            "305  282                Gardevoir  Psychic  ...    80           3      False\n",
            "306  282  GardevoirMega Gardevoir  Psychic  ...   100           3      False\n",
            "307  283                  Surskit      Bug  ...    65           3      False\n",
            "308  284               Masquerain      Bug  ...    60           3      False\n",
            "309  285                Shroomish    Grass  ...    35           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "310  286   Breloom   Grass  Fighting  ...       60     70           3      False\n",
            "311  287   Slakoth  Normal       NaN  ...       35     30           3      False\n",
            "312  288  Vigoroth  Normal       NaN  ...       55     90           3      False\n",
            "313  289   Slaking  Normal       NaN  ...       65    100           3      False\n",
            "314  290   Nincada     Bug    Ground  ...       30     40           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "315  291   Ninjask     Bug  Flying  ...       50    160           3      False\n",
            "316  292  Shedinja     Bug   Ghost  ...       30     40           3      False\n",
            "317  293   Whismur  Normal     NaN  ...       23     28           3      False\n",
            "318  294   Loudred  Normal     NaN  ...       43     48           3      False\n",
            "319  295   Exploud  Normal     NaN  ...       73     68           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name    Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "320  296  Makuhita  Fighting    NaN  ...       30     25           3      False\n",
            "321  297  Hariyama  Fighting    NaN  ...       60     50           3      False\n",
            "322  298   Azurill    Normal  Fairy  ...       40     20           3      False\n",
            "323  299  Nosepass      Rock    NaN  ...       90     30           3      False\n",
            "324  300    Skitty    Normal    NaN  ...       35     50           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name  Type 1  ... Speed  Generation  Legendary\n",
            "325  301             Delcatty  Normal  ...    70           3      False\n",
            "326  302              Sableye    Dark  ...    50           3      False\n",
            "327  302  SableyeMega Sableye    Dark  ...    20           3      False\n",
            "328  303               Mawile   Steel  ...    50           3      False\n",
            "329  303    MawileMega Mawile   Steel  ...    50           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #               Name    Type 1  ... Speed  Generation  Legendary\n",
            "330  304               Aron     Steel  ...    30           3      False\n",
            "331  305             Lairon     Steel  ...    40           3      False\n",
            "332  306             Aggron     Steel  ...    50           3      False\n",
            "333  306  AggronMega Aggron     Steel  ...    50           3      False\n",
            "334  307           Meditite  Fighting  ...    60           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name    Type 1  ... Speed  Generation  Legendary\n",
            "335  308                 Medicham  Fighting  ...    80           3      False\n",
            "336  308    MedichamMega Medicham  Fighting  ...   100           3      False\n",
            "337  309                Electrike  Electric  ...    65           3      False\n",
            "338  310                Manectric  Electric  ...   105           3      False\n",
            "339  310  ManectricMega Manectric  Electric  ...   135           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "340  311    Plusle  Electric     NaN  ...       75     95           3      False\n",
            "341  312     Minun  Electric     NaN  ...       85     95           3      False\n",
            "342  313   Volbeat       Bug     NaN  ...       75     85           3      False\n",
            "343  314  Illumise       Bug     NaN  ...       75     85           3      False\n",
            "344  315   Roselia     Grass  Poison  ...       80     65           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name  Type 1  ... Speed  Generation  Legendary\n",
            "345  316                 Gulpin  Poison  ...    40           3      False\n",
            "346  317                 Swalot  Poison  ...    55           3      False\n",
            "347  318               Carvanha   Water  ...    65           3      False\n",
            "348  319               Sharpedo   Water  ...    95           3      False\n",
            "349  319  SharpedoMega Sharpedo   Water  ...   105           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "350  320                Wailmer  Water  ...    60           3      False\n",
            "351  321                Wailord  Water  ...    60           3      False\n",
            "352  322                  Numel   Fire  ...    35           3      False\n",
            "353  323               Camerupt   Fire  ...    40           3      False\n",
            "354  323  CameruptMega Camerupt   Fire  ...    20           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "355  324   Torkoal     Fire     NaN  ...       70     20           3      False\n",
            "356  325    Spoink  Psychic     NaN  ...       80     60           3      False\n",
            "357  326   Grumpig  Psychic     NaN  ...      110     80           3      False\n",
            "358  327    Spinda   Normal     NaN  ...       60     60           3      False\n",
            "359  328  Trapinch   Ground     NaN  ...       45     10           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "360  329   Vibrava  Ground  Dragon  ...       50     70           3      False\n",
            "361  330    Flygon  Ground  Dragon  ...       80    100           3      False\n",
            "362  331    Cacnea   Grass     NaN  ...       40     35           3      False\n",
            "363  332  Cacturne   Grass    Dark  ...       60     55           3      False\n",
            "364  333    Swablu  Normal  Flying  ...       75     50           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name  Type 1  ... Speed  Generation  Legendary\n",
            "365  334              Altaria  Dragon  ...    80           3      False\n",
            "366  334  AltariaMega Altaria  Dragon  ...    80           3      False\n",
            "367  335             Zangoose  Normal  ...    90           3      False\n",
            "368  336              Seviper  Poison  ...    65           3      False\n",
            "369  337             Lunatone    Rock  ...    70           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "370  338    Solrock   Rock  Psychic  ...       65     70           3      False\n",
            "371  339   Barboach  Water   Ground  ...       41     60           3      False\n",
            "372  340   Whiscash  Water   Ground  ...       71     60           3      False\n",
            "373  341   Corphish  Water      NaN  ...       35     35           3      False\n",
            "374  342  Crawdaunt  Water     Dark  ...       55     55           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #     Name  Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "375  343   Baltoy  Ground  Psychic  ...       70     55           3      False\n",
            "376  344  Claydol  Ground  Psychic  ...      120     75           3      False\n",
            "377  345   Lileep    Rock    Grass  ...       87     23           3      False\n",
            "378  346  Cradily    Rock    Grass  ...      107     43           3      False\n",
            "379  347  Anorith    Rock      Bug  ...       50     75           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "380  348   Armaldo    Rock    Bug  ...       80     45           3      False\n",
            "381  349    Feebas   Water    NaN  ...       55     80           3      False\n",
            "382  350   Milotic   Water    NaN  ...      125     81           3      False\n",
            "383  351  Castform  Normal    NaN  ...       70     70           3      False\n",
            "384  352   Kecleon  Normal    NaN  ...      120     40           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name Type 1  ...  Speed  Generation  Legendary\n",
            "385  353              Shuppet  Ghost  ...     45           3      False\n",
            "386  354              Banette  Ghost  ...     65           3      False\n",
            "387  354  BanetteMega Banette  Ghost  ...     75           3      False\n",
            "388  355              Duskull  Ghost  ...     25           3      False\n",
            "389  356             Dusclops  Ghost  ...     25           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #             Name   Type 1  ... Speed  Generation  Legendary\n",
            "390  357          Tropius    Grass  ...    51           3      False\n",
            "391  358         Chimecho  Psychic  ...    65           3      False\n",
            "392  359            Absol     Dark  ...    75           3      False\n",
            "393  359  AbsolMega Absol     Dark  ...   115           3      False\n",
            "394  360           Wynaut  Psychic  ...    23           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #               Name Type 1  ... Speed  Generation  Legendary\n",
            "395  361            Snorunt    Ice  ...    50           3      False\n",
            "396  362             Glalie    Ice  ...    80           3      False\n",
            "397  362  GlalieMega Glalie    Ice  ...   100           3      False\n",
            "398  363             Spheal    Ice  ...    25           3      False\n",
            "399  364             Sealeo    Ice  ...    45           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "400  365    Walrein    Ice  Water  ...       90     65           3      False\n",
            "401  366   Clamperl  Water    NaN  ...       55     32           3      False\n",
            "402  367    Huntail  Water    NaN  ...       75     52           3      False\n",
            "403  368   Gorebyss  Water    NaN  ...       75     52           3      False\n",
            "404  369  Relicanth  Water   Rock  ...       65     55           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name  Type 1  ... Speed  Generation  Legendary\n",
            "405  370                  Luvdisc   Water  ...    97           3      False\n",
            "406  371                    Bagon  Dragon  ...    50           3      False\n",
            "407  372                  Shelgon  Dragon  ...    50           3      False\n",
            "408  373                Salamence  Dragon  ...   100           3      False\n",
            "409  373  SalamenceMega Salamence  Dragon  ...   120           3      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name Type 1  ... Speed  Generation  Legendary\n",
            "410  374                   Beldum  Steel  ...    30           3      False\n",
            "411  375                   Metang  Steel  ...    50           3      False\n",
            "412  376                Metagross  Steel  ...    70           3      False\n",
            "413  376  MetagrossMega Metagross  Steel  ...   110           3      False\n",
            "414  377                 Regirock   Rock  ...    50           3       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #               Name  Type 1  ... Speed  Generation  Legendary\n",
            "415  378             Regice     Ice  ...    50           3       True\n",
            "416  379          Registeel   Steel  ...    50           3       True\n",
            "417  380             Latias  Dragon  ...   110           3       True\n",
            "418  380  LatiasMega Latias  Dragon  ...   110           3       True\n",
            "419  381             Latios  Dragon  ...   110           3       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name  Type 1  ... Speed  Generation  Legendary\n",
            "420  381      LatiosMega Latios  Dragon  ...   110           3       True\n",
            "421  382                 Kyogre   Water  ...    90           3       True\n",
            "422  382    KyogrePrimal Kyogre   Water  ...    90           3       True\n",
            "423  383                Groudon  Ground  ...    90           3       True\n",
            "424  383  GroudonPrimal Groudon  Ground  ...    90           3       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name   Type 1  ... Speed  Generation  Legendary\n",
            "425  384               Rayquaza   Dragon  ...    95           3       True\n",
            "426  384  RayquazaMega Rayquaza   Dragon  ...   115           3       True\n",
            "427  385                Jirachi    Steel  ...   100           3       True\n",
            "428  386     DeoxysNormal Forme  Psychic  ...   150           3       True\n",
            "429  386     DeoxysAttack Forme  Psychic  ...   150           3       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name   Type 1  ... Speed  Generation  Legendary\n",
            "430  386  DeoxysDefense Forme  Psychic  ...    90           3       True\n",
            "431  386    DeoxysSpeed Forme  Psychic  ...   180           3       True\n",
            "432  387              Turtwig    Grass  ...    31           4      False\n",
            "433  388               Grotle    Grass  ...    36           4      False\n",
            "434  389             Torterra    Grass  ...    56           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "435  390   Chimchar   Fire       NaN  ...       44     61           4      False\n",
            "436  391   Monferno   Fire  Fighting  ...       52     81           4      False\n",
            "437  392  Infernape   Fire  Fighting  ...       71    108           4      False\n",
            "438  393     Piplup  Water       NaN  ...       56     40           4      False\n",
            "439  394   Prinplup  Water       NaN  ...       76     50           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "440  395   Empoleon   Water   Steel  ...      101     60           4      False\n",
            "441  396     Starly  Normal  Flying  ...       30     60           4      False\n",
            "442  397   Staravia  Normal  Flying  ...       40     80           4      False\n",
            "443  398  Staraptor  Normal  Flying  ...       60    100           4      False\n",
            "444  399     Bidoof  Normal     NaN  ...       40     31           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "445  400     Bibarel    Normal  Water  ...       60     71           4      False\n",
            "446  401   Kricketot       Bug    NaN  ...       41     25           4      False\n",
            "447  402  Kricketune       Bug    NaN  ...       51     65           4      False\n",
            "448  403       Shinx  Electric    NaN  ...       34     45           4      False\n",
            "449  404       Luxio  Electric    NaN  ...       49     60           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "450  405     Luxray  Electric     NaN  ...       79     70           4      False\n",
            "451  406      Budew     Grass  Poison  ...       70     55           4      False\n",
            "452  407   Roserade     Grass  Poison  ...      105     90           4      False\n",
            "453  408   Cranidos      Rock     NaN  ...       30     58           4      False\n",
            "454  409  Rampardos      Rock     NaN  ...       50     58           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name Type 1  ... Speed  Generation  Legendary\n",
            "455  410             Shieldon   Rock  ...    30           4      False\n",
            "456  411            Bastiodon   Rock  ...    30           4      False\n",
            "457  412                Burmy    Bug  ...    36           4      False\n",
            "458  413  WormadamPlant Cloak    Bug  ...    36           4      False\n",
            "459  413  WormadamSandy Cloak    Bug  ...    36           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name    Type 1  ... Speed  Generation  Legendary\n",
            "460  413  WormadamTrash Cloak       Bug  ...    36           4      False\n",
            "461  414               Mothim       Bug  ...    66           4      False\n",
            "462  415               Combee       Bug  ...    70           4      False\n",
            "463  416            Vespiquen       Bug  ...    40           4      False\n",
            "464  417            Pachirisu  Electric  ...    95           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "465  418    Buizel  Water     NaN  ...       30     85           4      False\n",
            "466  419  Floatzel  Water     NaN  ...       50    115           4      False\n",
            "467  420   Cherubi  Grass     NaN  ...       53     35           4      False\n",
            "468  421   Cherrim  Grass     NaN  ...       78     85           4      False\n",
            "469  422   Shellos  Water     NaN  ...       62     34           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "470  423  Gastrodon   Water  Ground  ...       82     39           4      False\n",
            "471  424    Ambipom  Normal     NaN  ...       66    115           4      False\n",
            "472  425   Drifloon   Ghost  Flying  ...       44     70           4      False\n",
            "473  426   Drifblim   Ghost  Flying  ...       54     80           4      False\n",
            "474  427    Buneary  Normal     NaN  ...       56     85           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name  Type 1  ... Speed  Generation  Legendary\n",
            "475  428              Lopunny  Normal  ...   105           4      False\n",
            "476  428  LopunnyMega Lopunny  Normal  ...   135           4      False\n",
            "477  429            Mismagius   Ghost  ...   105           4      False\n",
            "478  430            Honchkrow    Dark  ...    71           4      False\n",
            "479  431              Glameow  Normal  ...    85           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name   Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "480  432    Purugly   Normal      NaN  ...       59    112           4      False\n",
            "481  433  Chingling  Psychic      NaN  ...       50     45           4      False\n",
            "482  434     Stunky   Poison     Dark  ...       41     74           4      False\n",
            "483  435   Skuntank   Poison     Dark  ...       61     84           4      False\n",
            "484  436    Bronzor    Steel  Psychic  ...       86     23           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name   Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "485  437  Bronzong    Steel  Psychic  ...      116     33           4      False\n",
            "486  438    Bonsly     Rock      NaN  ...       45     10           4      False\n",
            "487  439  Mime Jr.  Psychic    Fairy  ...       90     60           4      False\n",
            "488  440   Happiny   Normal      NaN  ...       65     30           4      False\n",
            "489  441    Chatot   Normal   Flying  ...       42     91           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name  Type 1  ... Speed  Generation  Legendary\n",
            "490  442              Spiritomb   Ghost  ...    35           4      False\n",
            "491  443                  Gible  Dragon  ...    42           4      False\n",
            "492  444                 Gabite  Dragon  ...    82           4      False\n",
            "493  445               Garchomp  Dragon  ...   102           4      False\n",
            "494  445  GarchompMega Garchomp  Dragon  ...    92           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name    Type 1  ... Speed  Generation  Legendary\n",
            "495  446             Munchlax    Normal  ...     5           4      False\n",
            "496  447                Riolu  Fighting  ...    60           4      False\n",
            "497  448              Lucario  Fighting  ...    90           4      False\n",
            "498  448  LucarioMega Lucario  Fighting  ...   112           4      False\n",
            "499  449           Hippopotas    Ground  ...    32           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "500  450  Hippowdon  Ground       NaN  ...       72     47           4      False\n",
            "501  451    Skorupi  Poison       Bug  ...       55     65           4      False\n",
            "502  452    Drapion  Poison      Dark  ...       75     95           4      False\n",
            "503  453   Croagunk  Poison  Fighting  ...       40     50           4      False\n",
            "504  454  Toxicroak  Poison  Fighting  ...       65     85           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "505  455  Carnivine  Grass     NaN  ...       72     46           4      False\n",
            "506  456    Finneon  Water     NaN  ...       61     66           4      False\n",
            "507  457   Lumineon  Water     NaN  ...       86     91           4      False\n",
            "508  458    Mantyke  Water  Flying  ...      120     50           4      False\n",
            "509  459     Snover  Grass     Ice  ...       60     40           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name    Type 1  ... Speed  Generation  Legendary\n",
            "510  460                Abomasnow     Grass  ...    60           4      False\n",
            "511  460  AbomasnowMega Abomasnow     Grass  ...    30           4      False\n",
            "512  461                  Weavile      Dark  ...   125           4      False\n",
            "513  462                Magnezone  Electric  ...    60           4      False\n",
            "514  463               Lickilicky    Normal  ...    50           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "515  464   Rhyperior    Ground    Rock  ...       55     40           4      False\n",
            "516  465   Tangrowth     Grass     NaN  ...       50     50           4      False\n",
            "517  466  Electivire  Electric     NaN  ...       85     95           4      False\n",
            "518  467   Magmortar      Fire     NaN  ...       95     83           4      False\n",
            "519  468    Togekiss     Fairy  Flying  ...      115     80           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "520  469    Yanmega     Bug  Flying  ...       56     95           4      False\n",
            "521  470    Leafeon   Grass     NaN  ...       65     95           4      False\n",
            "522  471    Glaceon     Ice     NaN  ...       95     65           4      False\n",
            "523  472    Gliscor  Ground  Flying  ...       75     95           4      False\n",
            "524  473  Mamoswine     Ice  Ground  ...       60     80           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name   Type 1  ... Speed  Generation  Legendary\n",
            "525  474            Porygon-Z   Normal  ...    90           4      False\n",
            "526  475              Gallade  Psychic  ...    80           4      False\n",
            "527  475  GalladeMega Gallade  Psychic  ...   110           4      False\n",
            "528  476            Probopass     Rock  ...    40           4      False\n",
            "529  477             Dusknoir    Ghost  ...    45           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #              Name    Type 1  ... Speed  Generation  Legendary\n",
            "530  478          Froslass       Ice  ...   110           4      False\n",
            "531  479             Rotom  Electric  ...    91           4      False\n",
            "532  479   RotomHeat Rotom  Electric  ...    86           4      False\n",
            "533  479   RotomWash Rotom  Electric  ...    86           4      False\n",
            "534  479  RotomFrost Rotom  Electric  ...    86           4      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #            Name    Type 1  ... Speed  Generation  Legendary\n",
            "535  479  RotomFan Rotom  Electric  ...    86           4      False\n",
            "536  479  RotomMow Rotom  Electric  ...    86           4      False\n",
            "537  480            Uxie   Psychic  ...    95           4       True\n",
            "538  481         Mesprit   Psychic  ...    80           4       True\n",
            "539  482           Azelf   Psychic  ...   115           4       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name  Type 1  ... Speed  Generation  Legendary\n",
            "540  483                 Dialga   Steel  ...    90           4       True\n",
            "541  484                 Palkia   Water  ...   100           4       True\n",
            "542  485                Heatran    Fire  ...    77           4       True\n",
            "543  486              Regigigas  Normal  ...   100           4       True\n",
            "544  487  GiratinaAltered Forme   Ghost  ...    90           4       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                  Name   Type 1  ... Speed  Generation  Legendary\n",
            "545  487  GiratinaOrigin Forme    Ghost  ...    90           4       True\n",
            "546  488             Cresselia  Psychic  ...    85           4      False\n",
            "547  489                Phione    Water  ...    80           4      False\n",
            "548  490               Manaphy    Water  ...   100           4      False\n",
            "549  491               Darkrai     Dark  ...   125           4       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #               Name   Type 1  ... Speed  Generation  Legendary\n",
            "550  492  ShayminLand Forme    Grass  ...   100           4       True\n",
            "551  492   ShayminSky Forme    Grass  ...   127           4       True\n",
            "552  493             Arceus   Normal  ...   120           4       True\n",
            "553  494            Victini  Psychic  ...   100           5       True\n",
            "554  495              Snivy    Grass  ...    63           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "555  496    Servine  Grass       NaN  ...       75     83           5      False\n",
            "556  497  Serperior  Grass       NaN  ...       95    113           5      False\n",
            "557  498      Tepig   Fire       NaN  ...       45     45           5      False\n",
            "558  499    Pignite   Fire  Fighting  ...       55     55           5      False\n",
            "559  500     Emboar   Fire  Fighting  ...       65     65           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "560  501  Oshawott   Water     NaN  ...       45     45           5      False\n",
            "561  502    Dewott   Water     NaN  ...       60     60           5      False\n",
            "562  503  Samurott   Water     NaN  ...       70     70           5      False\n",
            "563  504    Patrat  Normal     NaN  ...       39     42           5      False\n",
            "564  505   Watchog  Normal     NaN  ...       69     77           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "565  506   Lillipup  Normal     NaN  ...       45     55           5      False\n",
            "566  507    Herdier  Normal     NaN  ...       65     60           5      False\n",
            "567  508  Stoutland  Normal     NaN  ...       90     80           5      False\n",
            "568  509   Purrloin    Dark     NaN  ...       37     66           5      False\n",
            "569  510    Liepard    Dark     NaN  ...       50    106           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "570  511   Pansage  Grass     NaN  ...       48     64           5      False\n",
            "571  512  Simisage  Grass     NaN  ...       63    101           5      False\n",
            "572  513   Pansear   Fire     NaN  ...       48     64           5      False\n",
            "573  514  Simisear   Fire     NaN  ...       63    101           5      False\n",
            "574  515   Panpour  Water     NaN  ...       48     64           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "575  516   Simipour    Water     NaN  ...       63    101           5      False\n",
            "576  517      Munna  Psychic     NaN  ...       55     24           5      False\n",
            "577  518   Musharna  Psychic     NaN  ...       95     29           5      False\n",
            "578  519     Pidove   Normal  Flying  ...       30     43           5      False\n",
            "579  520  Tranquill   Normal  Flying  ...       42     65           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "580  521    Unfezant    Normal  Flying  ...       55     93           5      False\n",
            "581  522     Blitzle  Electric     NaN  ...       32     76           5      False\n",
            "582  523   Zebstrika  Electric     NaN  ...       63    116           5      False\n",
            "583  524  Roggenrola      Rock     NaN  ...       25     15           5      False\n",
            "584  525     Boldore      Rock     NaN  ...       40     20           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "585  526   Gigalith     Rock     NaN  ...       80     25           5      False\n",
            "586  527     Woobat  Psychic  Flying  ...       43     72           5      False\n",
            "587  528    Swoobat  Psychic  Flying  ...       55    114           5      False\n",
            "588  529    Drilbur   Ground     NaN  ...       45     68           5      False\n",
            "589  530  Excadrill   Ground   Steel  ...       65     88           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #               Name    Type 1  ... Speed  Generation  Legendary\n",
            "590  531             Audino    Normal  ...    50           5      False\n",
            "591  531  AudinoMega Audino    Normal  ...    50           5      False\n",
            "592  532            Timburr  Fighting  ...    35           5      False\n",
            "593  533            Gurdurr  Fighting  ...    40           5      False\n",
            "594  534         Conkeldurr  Fighting  ...    45           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "595  535     Tympole     Water     NaN  ...       40     64           5      False\n",
            "596  536   Palpitoad     Water  Ground  ...       55     69           5      False\n",
            "597  537  Seismitoad     Water  Ground  ...       75     74           5      False\n",
            "598  538       Throh  Fighting     NaN  ...       85     45           5      False\n",
            "599  539        Sawk  Fighting     NaN  ...       75     85           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "600  540    Sewaddle    Bug   Grass  ...       60     42           5      False\n",
            "601  541    Swadloon    Bug   Grass  ...       80     42           5      False\n",
            "602  542    Leavanny    Bug   Grass  ...       80     92           5      False\n",
            "603  543    Venipede    Bug  Poison  ...       39     57           5      False\n",
            "604  544  Whirlipede    Bug  Poison  ...       79     47           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "605  545   Scolipede    Bug  Poison  ...       69    112           5      False\n",
            "606  546    Cottonee  Grass   Fairy  ...       50     66           5      False\n",
            "607  547  Whimsicott  Grass   Fairy  ...       75    116           5      False\n",
            "608  548     Petilil  Grass     NaN  ...       50     30           5      False\n",
            "609  549   Lilligant  Grass     NaN  ...       75     90           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name  Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "610  550    Basculin   Water    NaN  ...       55     98           5      False\n",
            "611  551     Sandile  Ground   Dark  ...       35     65           5      False\n",
            "612  552    Krokorok  Ground   Dark  ...       45     74           5      False\n",
            "613  553  Krookodile  Ground   Dark  ...       70     92           5      False\n",
            "614  554    Darumaka    Fire    NaN  ...       45     50           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name Type 1  ... Speed  Generation  Legendary\n",
            "615  555  DarmanitanStandard Mode   Fire  ...    95           5      False\n",
            "616  555       DarmanitanZen Mode   Fire  ...    55           5      False\n",
            "617  556                 Maractus  Grass  ...    60           5      False\n",
            "618  557                  Dwebble    Bug  ...    55           5      False\n",
            "619  558                  Crustle    Bug  ...    45           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name   Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "620  559     Scraggy     Dark  Fighting  ...       70     48           5      False\n",
            "621  560     Scrafty     Dark  Fighting  ...      115     58           5      False\n",
            "622  561    Sigilyph  Psychic    Flying  ...       80     97           5      False\n",
            "623  562      Yamask    Ghost       NaN  ...       65     30           5      False\n",
            "624  563  Cofagrigus    Ghost       NaN  ...      105     30           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "625  564    Tirtouga   Water    Rock  ...       45     22           5      False\n",
            "626  565  Carracosta   Water    Rock  ...       65     32           5      False\n",
            "627  566      Archen    Rock  Flying  ...       45     70           5      False\n",
            "628  567    Archeops    Rock  Flying  ...       65    110           5      False\n",
            "629  568    Trubbish  Poison     NaN  ...       62     65           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "630  569  Garbodor  Poison     NaN  ...       82     75           5      False\n",
            "631  570     Zorua    Dark     NaN  ...       40     65           5      False\n",
            "632  571   Zoroark    Dark     NaN  ...       60    105           5      False\n",
            "633  572  Minccino  Normal     NaN  ...       40     75           5      False\n",
            "634  573  Cinccino  Normal     NaN  ...       60    115           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "635  574     Gothita  Psychic     NaN  ...       65     45           5      False\n",
            "636  575   Gothorita  Psychic     NaN  ...       85     55           5      False\n",
            "637  576  Gothitelle  Psychic     NaN  ...      110     65           5      False\n",
            "638  577     Solosis  Psychic     NaN  ...       50     20           5      False\n",
            "639  578     Duosion  Psychic     NaN  ...       60     30           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name   Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "640  579  Reuniclus  Psychic     NaN  ...       85     30           5      False\n",
            "641  580   Ducklett    Water  Flying  ...       50     55           5      False\n",
            "642  581     Swanna    Water  Flying  ...       63     98           5      False\n",
            "643  582  Vanillite      Ice     NaN  ...       60     44           5      False\n",
            "644  583  Vanillish      Ice     NaN  ...       75     59           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "645  584   Vanilluxe       Ice     NaN  ...       95     79           5      False\n",
            "646  585    Deerling    Normal   Grass  ...       50     75           5      False\n",
            "647  586    Sawsbuck    Normal   Grass  ...       70     95           5      False\n",
            "648  587      Emolga  Electric  Flying  ...       60    103           5      False\n",
            "649  588  Karrablast       Bug     NaN  ...       45     60           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "650  589  Escavalier    Bug   Steel  ...      105     20           5      False\n",
            "651  590     Foongus  Grass  Poison  ...       55     15           5      False\n",
            "652  591   Amoonguss  Grass  Poison  ...       80     30           5      False\n",
            "653  592    Frillish  Water   Ghost  ...       85     40           5      False\n",
            "654  593   Jellicent  Water   Ghost  ...      105     60           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "655  594   Alomomola  Water       NaN  ...       45     65           5      False\n",
            "656  595      Joltik    Bug  Electric  ...       50     65           5      False\n",
            "657  596  Galvantula    Bug  Electric  ...       60    108           5      False\n",
            "658  597   Ferroseed  Grass     Steel  ...       86     10           5      False\n",
            "659  598  Ferrothorn  Grass     Steel  ...      116     20           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "660  599      Klink     Steel     NaN  ...       60     30           5      False\n",
            "661  600      Klang     Steel     NaN  ...       85     50           5      False\n",
            "662  601  Klinklang     Steel     NaN  ...       85     90           5      False\n",
            "663  602     Tynamo  Electric     NaN  ...       40     60           5      False\n",
            "664  603  Eelektrik  Electric     NaN  ...       70     40           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "665  604  Eelektross  Electric    NaN  ...       80     50           5      False\n",
            "666  605      Elgyem   Psychic    NaN  ...       55     30           5      False\n",
            "667  606    Beheeyem   Psychic    NaN  ...       95     40           5      False\n",
            "668  607     Litwick     Ghost   Fire  ...       55     20           5      False\n",
            "669  608     Lampent     Ghost   Fire  ...       60     55           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name  Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "670  609  Chandelure   Ghost   Fire  ...       90     80           5      False\n",
            "671  610        Axew  Dragon    NaN  ...       40     57           5      False\n",
            "672  611     Fraxure  Dragon    NaN  ...       50     67           5      False\n",
            "673  612     Haxorus  Dragon    NaN  ...       70     97           5      False\n",
            "674  613     Cubchoo     Ice    NaN  ...       40     40           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "675  614    Beartic     Ice       NaN  ...       80     50           5      False\n",
            "676  615  Cryogonal     Ice       NaN  ...      135    105           5      False\n",
            "677  616    Shelmet     Bug       NaN  ...       65     25           5      False\n",
            "678  617   Accelgor     Bug       NaN  ...       60    145           5      False\n",
            "679  618   Stunfisk  Ground  Electric  ...       99     32           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "680  619    Mienfoo  Fighting    NaN  ...       50     65           5      False\n",
            "681  620   Mienshao  Fighting    NaN  ...       60    105           5      False\n",
            "682  621  Druddigon    Dragon    NaN  ...       90     48           5      False\n",
            "683  622     Golett    Ground  Ghost  ...       50     35           5      False\n",
            "684  623     Golurk    Ground  Ghost  ...       80     55           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "685  624    Pawniard    Dark   Steel  ...       40     60           5      False\n",
            "686  625     Bisharp    Dark   Steel  ...       70     70           5      False\n",
            "687  626  Bouffalant  Normal     NaN  ...       95     55           5      False\n",
            "688  627     Rufflet  Normal  Flying  ...       50     60           5      False\n",
            "689  628    Braviary  Normal  Flying  ...       75     80           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "690  629    Vullaby   Dark  Flying  ...       65     60           5      False\n",
            "691  630  Mandibuzz   Dark  Flying  ...       95     80           5      False\n",
            "692  631    Heatmor   Fire     NaN  ...       66     65           5      False\n",
            "693  632     Durant    Bug   Steel  ...       48    109           5      False\n",
            "694  633      Deino   Dark  Dragon  ...       50     38           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "695  634   Zweilous   Dark    Dragon  ...       70     58           5      False\n",
            "696  635  Hydreigon   Dark    Dragon  ...       90     98           5      False\n",
            "697  636   Larvesta    Bug      Fire  ...       55     60           5      False\n",
            "698  637  Volcarona    Bug      Fire  ...      105    100           5      False\n",
            "699  638   Cobalion  Steel  Fighting  ...       72    108           5       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                      Name    Type 1  ... Speed  Generation  Legendary\n",
            "700  639                 Terrakion      Rock  ...   108           5       True\n",
            "701  640                  Virizion     Grass  ...   108           5       True\n",
            "702  641   TornadusIncarnate Forme    Flying  ...   111           5       True\n",
            "703  641     TornadusTherian Forme    Flying  ...   121           5       True\n",
            "704  642  ThundurusIncarnate Forme  Electric  ...   111           5       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name    Type 1  ... Speed  Generation  Legendary\n",
            "705  642   ThundurusTherian Forme  Electric  ...   101           5       True\n",
            "706  643                 Reshiram    Dragon  ...    90           5       True\n",
            "707  644                   Zekrom    Dragon  ...    90           5       True\n",
            "708  645  LandorusIncarnate Forme    Ground  ...   101           5       True\n",
            "709  645    LandorusTherian Forme    Ground  ...    91           5       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                  Name  Type 1  ... Speed  Generation  Legendary\n",
            "710  646                Kyurem  Dragon  ...    95           5       True\n",
            "711  646    KyuremBlack Kyurem  Dragon  ...    95           5       True\n",
            "712  646    KyuremWhite Kyurem  Dragon  ...    95           5       True\n",
            "713  647  KeldeoOrdinary Forme   Water  ...   108           5      False\n",
            "714  647  KeldeoResolute Forme   Water  ...   108           5      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                     Name  Type 1  ... Speed  Generation  Legendary\n",
            "715  648       MeloettaAria Forme  Normal  ...    90           5      False\n",
            "716  648  MeloettaPirouette Forme  Normal  ...   128           5      False\n",
            "717  649                 Genesect     Bug  ...    99           5      False\n",
            "718  650                  Chespin   Grass  ...    38           6      False\n",
            "719  651                Quilladin   Grass  ...    57           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name Type 1    Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "720  652  Chesnaught  Grass  Fighting  ...       75     64           6      False\n",
            "721  653    Fennekin   Fire       NaN  ...       60     60           6      False\n",
            "722  654     Braixen   Fire       NaN  ...       70     73           6      False\n",
            "723  655     Delphox   Fire   Psychic  ...      100    104           6      False\n",
            "724  656     Froakie  Water       NaN  ...       44     71           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name  Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "725  657   Frogadier   Water     NaN  ...       56     97           6      False\n",
            "726  658    Greninja   Water    Dark  ...       71    122           6      False\n",
            "727  659    Bunnelby  Normal     NaN  ...       36     57           6      False\n",
            "728  660   Diggersby  Normal  Ground  ...       77     78           6      False\n",
            "729  661  Fletchling  Normal  Flying  ...       38     62           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #         Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "730  662  Fletchinder   Fire  Flying  ...       52     84           6      False\n",
            "731  663   Talonflame   Fire  Flying  ...       69    126           6      False\n",
            "732  664   Scatterbug    Bug     NaN  ...       25     35           6      False\n",
            "733  665       Spewpa    Bug     NaN  ...       30     29           6      False\n",
            "734  666     Vivillon    Bug  Flying  ...       50     89           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #     Name Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "735  667   Litleo   Fire  Normal  ...       54     72           6      False\n",
            "736  668   Pyroar   Fire  Normal  ...       66    106           6      False\n",
            "737  669  Flabébé  Fairy     NaN  ...       79     42           6      False\n",
            "738  670  Floette  Fairy     NaN  ...       98     52           6      False\n",
            "739  671  Florges  Fairy     NaN  ...      154     75           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #     Name    Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "740  672   Skiddo     Grass    NaN  ...       57     52           6      False\n",
            "741  673   Gogoat     Grass    NaN  ...       81     68           6      False\n",
            "742  674  Pancham  Fighting    NaN  ...       48     43           6      False\n",
            "743  675  Pangoro  Fighting   Dark  ...       71     58           6      False\n",
            "744  676  Furfrou    Normal    NaN  ...       90    102           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #            Name   Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "745  677          Espurr  Psychic    NaN  ...       60     68           6      False\n",
            "746  678    MeowsticMale  Psychic    NaN  ...       81    104           6      False\n",
            "747  678  MeowsticFemale  Psychic    NaN  ...       81    104           6      False\n",
            "748  679         Honedge    Steel  Ghost  ...       37     28           6      False\n",
            "749  680        Doublade    Steel  Ghost  ...       49     35           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "750  681   AegislashBlade Forme  Steel  ...    60           6      False\n",
            "751  681  AegislashShield Forme  Steel  ...    60           6      False\n",
            "752  682               Spritzee  Fairy  ...    23           6      False\n",
            "753  683             Aromatisse  Fairy  ...    29           6      False\n",
            "754  684                Swirlix  Fairy  ...    49           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name Type 1   Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "755  685    Slurpuff  Fairy      NaN  ...       75     72           6      False\n",
            "756  686       Inkay   Dark  Psychic  ...       46     45           6      False\n",
            "757  687     Malamar   Dark  Psychic  ...       75     73           6      False\n",
            "758  688     Binacle   Rock    Water  ...       56     50           6      False\n",
            "759  689  Barbaracle   Rock    Water  ...       86     68           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #        Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "760  690      Skrelp    Poison   Water  ...       60     30           6      False\n",
            "761  691    Dragalge    Poison  Dragon  ...      123     44           6      False\n",
            "762  692   Clauncher     Water     NaN  ...       63     44           6      False\n",
            "763  693   Clawitzer     Water     NaN  ...       89     59           6      False\n",
            "764  694  Helioptile  Electric  Normal  ...       43     70           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "765  695  Heliolisk  Electric  Normal  ...       94    109           6      False\n",
            "766  696     Tyrunt      Rock  Dragon  ...       45     48           6      False\n",
            "767  697  Tyrantrum      Rock  Dragon  ...       59     71           6      False\n",
            "768  698     Amaura      Rock     Ice  ...       63     46           6      False\n",
            "769  699    Aurorus      Rock     Ice  ...       92     58           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #      Name    Type 1  Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "770  700   Sylveon     Fairy     NaN  ...      130     60           6      False\n",
            "771  701  Hawlucha  Fighting  Flying  ...       63    118           6      False\n",
            "772  702   Dedenne  Electric   Fairy  ...       67    101           6      False\n",
            "773  703   Carbink      Rock   Fairy  ...      150     50           6      False\n",
            "774  704     Goomy    Dragon     NaN  ...       75     40           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #       Name  Type 1 Type 2  ...  Sp. Def  Speed  Generation  Legendary\n",
            "775  705    Sliggoo  Dragon    NaN  ...      113     60           6      False\n",
            "776  706     Goodra  Dragon    NaN  ...      150     80           6      False\n",
            "777  707     Klefki   Steel  Fairy  ...       87     75           6      False\n",
            "778  708   Phantump   Ghost  Grass  ...       60     38           6      False\n",
            "779  709  Trevenant   Ghost  Grass  ...       82     56           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                   Name Type 1  ... Speed  Generation  Legendary\n",
            "780  710  PumpkabooAverage Size  Ghost  ...    51           6      False\n",
            "781  710    PumpkabooSmall Size  Ghost  ...    56           6      False\n",
            "782  710    PumpkabooLarge Size  Ghost  ...    46           6      False\n",
            "783  710    PumpkabooSuper Size  Ghost  ...    41           6      False\n",
            "784  711  GourgeistAverage Size  Ghost  ...    84           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name Type 1  ... Speed  Generation  Legendary\n",
            "785  711  GourgeistSmall Size  Ghost  ...    99           6      False\n",
            "786  711  GourgeistLarge Size  Ghost  ...    69           6      False\n",
            "787  711  GourgeistSuper Size  Ghost  ...    54           6      False\n",
            "788  712             Bergmite    Ice  ...    28           6      False\n",
            "789  713              Avalugg    Ice  ...    28           6      False\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #              Name  Type 1  ... Speed  Generation  Legendary\n",
            "790  714            Noibat  Flying  ...    55           6      False\n",
            "791  715           Noivern  Flying  ...   123           6      False\n",
            "792  716           Xerneas   Fairy  ...    99           6       True\n",
            "793  717           Yveltal    Dark  ...    99           6       True\n",
            "794  718  Zygarde50% Forme  Dragon  ...    95           6       True\n",
            "\n",
            "[5 rows x 13 columns]\n",
            "       #                 Name   Type 1  ... Speed  Generation  Legendary\n",
            "795  719              Diancie     Rock  ...    50           6       True\n",
            "796  719  DiancieMega Diancie     Rock  ...   110           6       True\n",
            "797  720  HoopaHoopa Confined  Psychic  ...    70           6       True\n",
            "798  720   HoopaHoopa Unbound  Psychic  ...    80           6       True\n",
            "799  721            Volcanion     Fire  ...    70           6       True\n",
            "\n",
            "[5 rows x 13 columns]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "LZZMB7Q20Z23",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "k_IqtOMW0Hc8",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}