Pandas.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyspark.sql import SparkSession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyspark.context import SparkContext\n",
    "from pyspark.sql.session import SparkSession\n",
    "sc = SparkContext('local')\n",
    "spark = SparkSession(sc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = [('James','','Smith','1991-04-01','M',3000),\n",
    "  ('Michael','Rose','','2000-05-19','M',4000),\n",
    "  ('Robert','','Williams','1978-09-05','M',4000),\n",
    "  ('Maria','Anne','Jones','1967-12-01','F',4000),\n",
    "  ('Jen','Mary','Brown','1980-02-17','F',-1)\n",
    "]\n",
    "\n",
    "columns = [\"firstname\",\"middlename\",\"lastname\",\"dob\",\"gender\",\"salary\"]\n",
    "df = spark.createDataFrame(data=data, schema = columns)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "\n",
    "os.environ['PYSPARK_PYTHON'] = sys.executable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pyspark.sql.dataframe.DataFrame"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'3.8.13 (default, Mar 28 2022, 06:59:08) [MSC v.1916 64 bit (AMD64)]'"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sys.version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "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>name</th>\n",
       "      <th>city</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ajit</td>\n",
       "      <td>portland</td>\n",
       "      <td>sds</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>joe</td>\n",
       "      <td>boston</td>\n",
       "      <td>ssd</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>jos</td>\n",
       "      <td>texas</td>\n",
       "      <td>fsd</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>john</td>\n",
       "      <td>raleigh</td>\n",
       "      <td>Na</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   name      city   id\n",
       "0  ajit  portland  sds\n",
       "1   joe    boston  ssd\n",
       "2   jos     texas  fsd\n",
       "3  john   raleigh   Na"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# add a new column to a dataframe\n",
    "# method 1\n",
    "data = {'name' : ['ajit','joe','jos','john'],\n",
    "       'city' : ['portland','boston','texas','raleigh']}\n",
    "data = pd.DataFrame(data)\n",
    "data\n",
    "id = ['sds','ssd','fsd','Na']\n",
    "data['id'] = id\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\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>name</th>\n",
       "      <th>city</th>\n",
       "      <th>id</th>\n",
       "      <th>id2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ajit</td>\n",
       "      <td>portland</td>\n",
       "      <td>sds</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>joe</td>\n",
       "      <td>boston</td>\n",
       "      <td>ssd</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>jos</td>\n",
       "      <td>texas</td>\n",
       "      <td>fsd</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>john</td>\n",
       "      <td>raleigh</td>\n",
       "      <td>Na</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   name      city   id    id2\n",
       "0  ajit  portland  sds   True\n",
       "1   joe    boston  ssd   True\n",
       "2   jos     texas  fsd   True\n",
       "3  john   raleigh   Na  False"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# convert NA to False otherwise True\n",
    "data['id2'] = data['id'] > 'Na'\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "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>brand</th>\n",
       "      <th>model</th>\n",
       "      <th>price</th>\n",
       "      <th>year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>bmw</td>\n",
       "      <td>x7</td>\n",
       "      <td>90lac</td>\n",
       "      <td>1940</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ford</td>\n",
       "      <td>mustang</td>\n",
       "      <td>60lac</td>\n",
       "      <td>1959</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>benz</td>\n",
       "      <td>gls</td>\n",
       "      <td>95lac</td>\n",
       "      <td>1955</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>tata</td>\n",
       "      <td>sumo</td>\n",
       "      <td>15lac</td>\n",
       "      <td>1960</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  brand    model  price  year\n",
       "0   bmw       x7  90lac  1940\n",
       "1  ford  mustang  60lac  1959\n",
       "2  benz      gls  95lac  1955\n",
       "3  tata     sumo  15lac  1960"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# method 2 by using 'insert'\n",
    "df = {'brand': ['bmw','ford','benz','tata'],'model': ['x7','mustang','gls','sumo'], 'year': ['1940','1959','1955','1960']}\n",
    "df = pd.DataFrame(df)\n",
    "df.insert(2,'price',['90lac','60lac','95lac','15lac'])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
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       "        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>name</th>\n",
       "      <th>math</th>\n",
       "      <th>science</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>jenny</td>\n",
       "      <td>87</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>georgia</td>\n",
       "      <td>65</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>amy</td>\n",
       "      <td>75</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      name  math  science\n",
       "0    jenny    87       75\n",
       "1  georgia    65       89\n",
       "2      amy    75       84"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>name</th>\n",
       "      <th>math</th>\n",
       "      <th>science</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>jenny</td>\n",
       "      <td>87</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>georgia</td>\n",
       "      <td>65</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>amy</td>\n",
       "      <td>75</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>katy</td>\n",
       "      <td>88</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      name  math  science\n",
       "0    jenny    87       75\n",
       "1  georgia    65       89\n",
       "2      amy    75       84\n",
       "3     katy    88       77"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# how to add a rows in dataframe\n",
    "\n",
    "from IPython.display import display\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "# create a dictionary\n",
    "dict = {'name':['jenny','georgia','amy'], 'math':[87,65,75], 'science':[75,89,84]}\n",
    "df = pd.DataFrame(dict)\n",
    "display(df)\n",
    "\n",
    "df2 = {'name':'katy','math': 88,'science': 77}\n",
    "df = df.append(df2,ignore_index=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0          4.1\n",
       "1         54.0\n",
       "2      54545.0\n",
       "3    5454449.0\n",
       "4        510.0\n",
       "5          2.0\n",
       "dtype: float64"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# PANDAS\n",
    "data = pd.Series([4.1,54,54545,5454449,510,2])\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([4.100000e+00, 5.400000e+01, 5.454500e+04, 5.454449e+06,\n",
       "       5.100000e+02, 2.000000e+00])"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RangeIndex(start=0, stop=6, step=1)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0          4.1\n",
       "1         54.0\n",
       "2      54545.0\n",
       "3    5454449.0\n",
       "4        510.0\n",
       "dtype: float64"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[:-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "a       2\n",
       "b     251\n",
       "c     121\n",
       "d    2121\n",
       "e      22\n",
       "f      99\n",
       "dtype: int64"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.Series(([2,251,121,2121,22,99]),index=['a','b','c','d','e','f'])\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['a', 'b', 'c', 'd', 'e', 'f'], dtype='object')"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "251"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['b']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "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",
       "\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>state</th>\n",
       "      <th>population</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>new york</td>\n",
       "      <td>533564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>california</td>\n",
       "      <td>16546546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>texas</td>\n",
       "      <td>4646464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>penn</td>\n",
       "      <td>164967665</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>washington</td>\n",
       "      <td>46467</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>michigan</td>\n",
       "      <td>1564654</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        state  population\n",
       "0    new york      533564\n",
       "1  california    16546546\n",
       "2       texas     4646464\n",
       "3        penn   164967665\n",
       "4  washington       46467\n",
       "5    michigan     1564654"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pop_dict = {'state':['new york','california','texas','penn','washington','michigan'],\n",
    "           'population': [533564,16546546,4646464,164967665,46467,1564654]}\n",
    "population = pd.DataFrame(pop_dict)\n",
    "population"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "533564"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.iloc[0,1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "If using all scalar values, you must pass an index",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-8-e5902290fd93>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      4\u001b[0m                     \u001b[1;34m'Florida'\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;36m19552860\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m                     'Illinois': 12882135}\n\u001b[1;32m----> 6\u001b[1;33m \u001b[0mpopulation\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpopulation_dict\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      7\u001b[0m \u001b[0mpopulation\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\envs\\tensorflow\\lib\\site-packages\\pandas\\core\\frame.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, data, index, columns, dtype, copy)\u001b[0m\n\u001b[0;32m    612\u001b[0m         \u001b[1;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdict\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    613\u001b[0m             \u001b[1;31m# GH#38939 de facto copy defaults to False only in non-dict cases\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 614\u001b[1;33m             \u001b[0mmgr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdict_to_mgr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcopy\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtyp\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmanager\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    615\u001b[0m         \u001b[1;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mma\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMaskedArray\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    616\u001b[0m             \u001b[1;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mma\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmrecords\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mmrecords\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\envs\\tensorflow\\lib\\site-packages\\pandas\\core\\internals\\construction.py\u001b[0m in \u001b[0;36mdict_to_mgr\u001b[1;34m(data, index, columns, dtype, typ, copy)\u001b[0m\n\u001b[0;32m    462\u001b[0m         \u001b[1;31m# TODO: can we get rid of the dt64tz special case above?\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    463\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 464\u001b[1;33m     return arrays_to_mgr(\n\u001b[0m\u001b[0;32m    465\u001b[0m         \u001b[0marrays\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata_names\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtyp\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtyp\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mconsolidate\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcopy\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    466\u001b[0m     )\n",
      "\u001b[1;32m~\\anaconda3\\envs\\tensorflow\\lib\\site-packages\\pandas\\core\\internals\\construction.py\u001b[0m in \u001b[0;36marrays_to_mgr\u001b[1;34m(arrays, arr_names, index, columns, dtype, verify_integrity, typ, consolidate)\u001b[0m\n\u001b[0;32m    117\u001b[0m         \u001b[1;31m# figure out the index, if necessary\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    118\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mindex\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 119\u001b[1;33m             \u001b[0mindex\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0m_extract_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    120\u001b[0m         \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    121\u001b[0m             \u001b[0mindex\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mensure_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\envs\\tensorflow\\lib\\site-packages\\pandas\\core\\internals\\construction.py\u001b[0m in \u001b[0;36m_extract_index\u001b[1;34m(data)\u001b[0m\n\u001b[0;32m    623\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    624\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mindexes\u001b[0m \u001b[1;32mand\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mraw_lengths\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 625\u001b[1;33m             \u001b[1;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"If using all scalar values, you must pass an index\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    626\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    627\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mhave_series\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mValueError\u001b[0m: If using all scalar values, you must pass an index"
     ]
    }
   ],
   "source": [
    "population_dict = {'California': 38332521,\n",
    "                    'Texas': 26448193,\n",
    "                    'New York': 19651127,\n",
    "                    'Florida': 19552860,\n",
    "                    'Illinois': 12882135}\n",
    "population = pd.Series(population_dict)\n",
    "population"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "26448193"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "population['Texas']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'California': 423967,\n",
       " 'Texas': 695662,\n",
       " 'New York': 141297,\n",
       " 'Florida': 170312,\n",
       " 'Illinois': 149995}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "area_dict = {'California': 423967, 'Texas': 695662, 'New York': 141297,\n",
    " 'Florida': 170312, 'Illinois': 149995}\n",
    "area_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "new york       257848\n",
       "florida         42872\n",
       "texas         5485682\n",
       "california     548455\n",
       "penn            54445\n",
       "illinois        54856\n",
       "dtype: int64"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.Series(dict)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "California    423967\n",
       "Texas         695662\n",
       "New York      141297\n",
       "Florida       170312\n",
       "Illinois      149995\n",
       "dtype: int64"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "area = pd.Series(area_dict)\n",
    "area\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "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>population</th>\n",
       "      <th>area</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>38332521</td>\n",
       "      <td>423967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>26448193</td>\n",
       "      <td>695662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>19651127</td>\n",
       "      <td>141297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>19552860</td>\n",
       "      <td>170312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>12882135</td>\n",
       "      <td>149995</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            population    area\n",
       "California    38332521  423967\n",
       "Texas         26448193  695662\n",
       "New York      19651127  141297\n",
       "Florida       19552860  170312\n",
       "Illinois      12882135  149995"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "states = pd.DataFrame({'population': population,\n",
    " 'area': area})\n",
    "states\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['new york', 'florida', 'texas', 'california', 'penn', 'illinois'], dtype='object')"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['population', 'area'], dtype='object')"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "states.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "California    423967\n",
       "Texas         695662\n",
       "New York      141297\n",
       "Florida       170312\n",
       "Illinois      149995\n",
       "Name: area, dtype: int64"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "states['area']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "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>population</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>38332521</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>26448193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>19651127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Florida</th>\n",
       "      <td>19552860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Illinois</th>\n",
       "      <td>12882135</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            population\n",
       "California    38332521\n",
       "Texas         26448193\n",
       "New York      19651127\n",
       "Florida       19552860\n",
       "Illinois      12882135"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(population, columns=['population'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1    a\n",
       "2    b\n",
       "3    c\n",
       "4    d\n",
       "5    e\n",
       "6    f\n",
       "dtype: object"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cc = pd.Series(['a','b','c','d','e','f'],index=[1,2,3,4,5,6])\n",
    "cc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'d'"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cc[4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1    a\n",
       "2    b\n",
       "3    c\n",
       "4    d\n",
       "5    e\n",
       "6    f\n",
       "dtype: object"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cc.iloc[0:6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1    a\n",
       "2    b\n",
       "3    c\n",
       "4    d\n",
       "5    e\n",
       "6    f\n",
       "dtype: object"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cc.loc[1:6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['a', 'b', 'c', 'd', 'e', 'f'], dtype=object)"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cc.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "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>population</th>\n",
       "      <th>area</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>38332521</td>\n",
       "      <td>423967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>26448193</td>\n",
       "      <td>695662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>19651127</td>\n",
       "      <td>141297</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            population    area\n",
       "California    38332521  423967\n",
       "Texas         26448193  695662\n",
       "New York      19651127  141297"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "states.iloc[0:3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "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>population</th>\n",
       "      <th>area</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>California</th>\n",
       "      <td>38332521</td>\n",
       "      <td>423967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Texas</th>\n",
       "      <td>26448193</td>\n",
       "      <td>695662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>New York</th>\n",
       "      <td>19651127</td>\n",
       "      <td>141297</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            population    area\n",
       "California    38332521  423967\n",
       "Texas         26448193  695662\n",
       "New York      19651127  141297"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "states.loc['California':'New York']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "area = pd.Series({'alaska':564654,'newyork':546756,'texas':45458,'colorado':466144},name='area')\n",
    "pop = pd.Series({'newyork':8168,'texas':67117,'alska':5445},name='population')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "alaska           NaN\n",
       "alska            NaN\n",
       "colorado         NaN\n",
       "newyork     0.014939\n",
       "texas       1.476462\n",
       "dtype: float64"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pop / area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['alaska', 'alska', 'colorado', 'newyork', 'texas'], dtype='object')"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "area.index | pop.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
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       " 'who',\n",
       " 'zeros',\n",
       " 'zeros_like']"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "dir(np)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd \n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.random.randint(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\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>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.639491</td>\n",
       "      <td>1.356810</td>\n",
       "      <td>1.412665</td>\n",
       "      <td>0.011490</td>\n",
       "      <td>-0.148999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.622137</td>\n",
       "      <td>-0.691322</td>\n",
       "      <td>1.897189</td>\n",
       "      <td>-0.892162</td>\n",
       "      <td>0.412205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-0.757635</td>\n",
       "      <td>-0.382691</td>\n",
       "      <td>-0.848843</td>\n",
       "      <td>0.019704</td>\n",
       "      <td>-2.051270</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>-0.718424</td>\n",
       "      <td>2.457078</td>\n",
       "      <td>0.969265</td>\n",
       "      <td>-0.674132</td>\n",
       "      <td>1.252756</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-0.734149</td>\n",
       "      <td>-0.523455</td>\n",
       "      <td>0.759118</td>\n",
       "      <td>-0.473208</td>\n",
       "      <td>0.066690</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>95</th>\n",
       "      <td>1.438495</td>\n",
       "      <td>-0.048929</td>\n",
       "      <td>0.231834</td>\n",
       "      <td>0.857857</td>\n",
       "      <td>-1.563392</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>0.928900</td>\n",
       "      <td>1.109356</td>\n",
       "      <td>-0.016588</td>\n",
       "      <td>0.623447</td>\n",
       "      <td>0.451441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>-0.035206</td>\n",
       "      <td>-0.985602</td>\n",
       "      <td>0.973406</td>\n",
       "      <td>-2.765537</td>\n",
       "      <td>-0.749843</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>0.736065</td>\n",
       "      <td>-0.929431</td>\n",
       "      <td>1.450618</td>\n",
       "      <td>1.000114</td>\n",
       "      <td>0.849193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>0.447540</td>\n",
       "      <td>0.064863</td>\n",
       "      <td>-0.651460</td>\n",
       "      <td>0.148203</td>\n",
       "      <td>0.036642</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           0         1         2         3         4\n",
       "0   0.639491  1.356810  1.412665  0.011490 -0.148999\n",
       "1   0.622137 -0.691322  1.897189 -0.892162  0.412205\n",
       "2  -0.757635 -0.382691 -0.848843  0.019704 -2.051270\n",
       "3  -0.718424  2.457078  0.969265 -0.674132  1.252756\n",
       "4  -0.734149 -0.523455  0.759118 -0.473208  0.066690\n",
       "..       ...       ...       ...       ...       ...\n",
       "95  1.438495 -0.048929  0.231834  0.857857 -1.563392\n",
       "96  0.928900  1.109356 -0.016588  0.623447  0.451441\n",
       "97 -0.035206 -0.985602  0.973406 -2.765537 -0.749843\n",
       "98  0.736065 -0.929431  1.450618  1.000114  0.849193\n",
       "99  0.447540  0.064863 -0.651460  0.148203  0.036642\n",
       "\n",
       "[100 rows x 5 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(np.random.randn(100,5), index=np.arange(100))\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>0.458039</td>\n",
       "      <td>0.502119</td>\n",
       "      <td>0.480964</td>\n",
       "      <td>0.465876</td>\n",
       "      <td>0.499861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.295157</td>\n",
       "      <td>0.280831</td>\n",
       "      <td>0.276975</td>\n",
       "      <td>0.271715</td>\n",
       "      <td>0.284073</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.018364</td>\n",
       "      <td>0.007558</td>\n",
       "      <td>0.001038</td>\n",
       "      <td>0.000692</td>\n",
       "      <td>0.023333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>0.203838</td>\n",
       "      <td>0.276062</td>\n",
       "      <td>0.221325</td>\n",
       "      <td>0.262782</td>\n",
       "      <td>0.241082</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>0.406737</td>\n",
       "      <td>0.504104</td>\n",
       "      <td>0.486064</td>\n",
       "      <td>0.453788</td>\n",
       "      <td>0.515951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>0.727048</td>\n",
       "      <td>0.711599</td>\n",
       "      <td>0.722012</td>\n",
       "      <td>0.699993</td>\n",
       "      <td>0.734462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>0.995485</td>\n",
       "      <td>0.999393</td>\n",
       "      <td>0.998540</td>\n",
       "      <td>0.997529</td>\n",
       "      <td>0.985889</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                0           1           2           3           4\n",
       "count  100.000000  100.000000  100.000000  100.000000  100.000000\n",
       "mean     0.458039    0.502119    0.480964    0.465876    0.499861\n",
       "std      0.295157    0.280831    0.276975    0.271715    0.284073\n",
       "min      0.018364    0.007558    0.001038    0.000692    0.023333\n",
       "25%      0.203838    0.276062    0.221325    0.262782    0.241082\n",
       "50%      0.406737    0.504104    0.486064    0.453788    0.515951\n",
       "75%      0.727048    0.711599    0.722012    0.699993    0.734462\n",
       "max      0.995485    0.999393    0.998540    0.997529    0.985889"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.755658</td>\n",
       "      <td>0.940157</td>\n",
       "      <td>0.581932</td>\n",
       "      <td>0.295695</td>\n",
       "      <td>0.587560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.043853</td>\n",
       "      <td>0.666047</td>\n",
       "      <td>0.750871</td>\n",
       "      <td>0.347735</td>\n",
       "      <td>0.043959</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.579371</td>\n",
       "      <td>0.106776</td>\n",
       "      <td>0.953161</td>\n",
       "      <td>0.923096</td>\n",
       "      <td>0.191682</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.379358</td>\n",
       "      <td>0.330796</td>\n",
       "      <td>0.141746</td>\n",
       "      <td>0.815529</td>\n",
       "      <td>0.356223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.340004</td>\n",
       "      <td>0.781160</td>\n",
       "      <td>0.916011</td>\n",
       "      <td>0.149224</td>\n",
       "      <td>0.124317</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          0         1         2         3         4\n",
       "0  0.755658  0.940157  0.581932  0.295695  0.587560\n",
       "1  0.043853  0.666047  0.750871  0.347735  0.043959\n",
       "2  0.579371  0.106776  0.953161  0.923096  0.191682\n",
       "3  0.379358  0.330796  0.141746  0.815529  0.356223\n",
       "4  0.340004  0.781160  0.916011  0.149224  0.124317"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# change index data\n",
    "df[0][0] = 'ajit'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ajit</td>\n",
       "      <td>0.264495</td>\n",
       "      <td>0.583698</td>\n",
       "      <td>0.553182</td>\n",
       "      <td>0.077867</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.345639</td>\n",
       "      <td>0.378516</td>\n",
       "      <td>0.571080</td>\n",
       "      <td>0.432195</td>\n",
       "      <td>0.973587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.129958</td>\n",
       "      <td>0.233022</td>\n",
       "      <td>0.652113</td>\n",
       "      <td>0.518325</td>\n",
       "      <td>0.211556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.0739044</td>\n",
       "      <td>0.350907</td>\n",
       "      <td>0.543523</td>\n",
       "      <td>0.875726</td>\n",
       "      <td>0.073480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.935363</td>\n",
       "      <td>0.821073</td>\n",
       "      <td>0.539012</td>\n",
       "      <td>0.437463</td>\n",
       "      <td>0.755946</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>95</th>\n",
       "      <td>0.253359</td>\n",
       "      <td>0.900567</td>\n",
       "      <td>0.704431</td>\n",
       "      <td>0.918358</td>\n",
       "      <td>0.060113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>0.193356</td>\n",
       "      <td>0.129879</td>\n",
       "      <td>0.110534</td>\n",
       "      <td>0.244284</td>\n",
       "      <td>0.768090</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>0.0533768</td>\n",
       "      <td>0.007321</td>\n",
       "      <td>0.774008</td>\n",
       "      <td>0.723468</td>\n",
       "      <td>0.230406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>0.752264</td>\n",
       "      <td>0.672113</td>\n",
       "      <td>0.586109</td>\n",
       "      <td>0.184636</td>\n",
       "      <td>0.959688</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>0.318872</td>\n",
       "      <td>0.800362</td>\n",
       "      <td>0.585959</td>\n",
       "      <td>0.724223</td>\n",
       "      <td>0.305850</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            0         1         2         3         4\n",
       "0        ajit  0.264495  0.583698  0.553182  0.077867\n",
       "1    0.345639  0.378516  0.571080  0.432195  0.973587\n",
       "2    0.129958  0.233022  0.652113  0.518325  0.211556\n",
       "3   0.0739044  0.350907  0.543523  0.875726  0.073480\n",
       "4    0.935363  0.821073  0.539012  0.437463  0.755946\n",
       "..        ...       ...       ...       ...       ...\n",
       "95   0.253359  0.900567  0.704431  0.918358  0.060113\n",
       "96   0.193356  0.129879  0.110534  0.244284  0.768090\n",
       "97  0.0533768  0.007321  0.774008  0.723468  0.230406\n",
       "98   0.752264  0.672113  0.586109  0.184636  0.959688\n",
       "99   0.318872  0.800362  0.585959  0.724223  0.305850\n",
       "\n",
       "[100 rows x 5 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     object\n",
       "1    float64\n",
       "2    float64\n",
       "3    float64\n",
       "4    float64\n",
       "dtype: object"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16,\n",
       "            17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33,\n",
       "            34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50,\n",
       "            51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67,\n",
       "            68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84,\n",
       "            85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99],\n",
       "           dtype='int64')"
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     "execution_count": 18,
     "metadata": {},
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    "df.index"
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  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RangeIndex(start=0, stop=5, step=1)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
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    "df.columns"
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   "execution_count": 20,
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       "4   0.340004  0.781160  0.916011  0.149224  0.124317"
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   "execution_count": 23,
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       "      <td>0.139897</td>\n",
       "      <td>0.893653</td>\n",
       "      <td>0.208934</td>\n",
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       "           4         3         2         1          0\n",
       "0   0.587560  0.295695  0.581932  0.940157       ajit\n",
       "1   0.043959  0.347735  0.750871  0.666047  0.0438533\n",
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       "4   0.124317  0.149224  0.916011  0.781160   0.340004\n",
       "..       ...       ...       ...       ...        ...\n",
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       "98  0.876969  0.153831  0.412492  0.649096   0.356622\n",
       "99  0.442077  0.733042  0.717123  0.008758   0.667037\n",
       "\n",
       "[100 rows x 5 columns]"
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     },
     "execution_count": 23,
     "metadata": {},
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    }
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   "source": [
    "df.sort_index(axis=1,ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0          ajit\n",
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       "        ...    \n",
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       "96     0.836233\n",
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       "99     0.667037\n",
       "Name: 0, Length: 100, dtype: object"
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     "metadata": {},
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   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
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       "          0         1         2         3         4\n",
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       "3  0.939445  0.471881  0.645208  0.615835  0.262793\n",
       "4  0.455754  0.548974  0.765319  0.059929  0.687439"
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     "execution_count": 3,
     "metadata": {},
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   "source": [
    "df.head(5)"
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  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-6-8d9c5ee3e05a>:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df[0][0]= 'ajit'\n"
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       "      <td>0.724223</td>\n",
       "      <td>0.305850</td>\n",
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       "<p>100 rows × 5 columns</p>\n",
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      ],
      "text/plain": [
       "            0         1         2         3         4\n",
       "0        ajit  0.264495  0.583698  0.553182  0.077867\n",
       "1    0.345639  0.378516  0.571080  0.432195  0.973587\n",
       "2    0.129958  0.233022  0.652113  0.518325  0.211556\n",
       "3   0.0739044  0.350907  0.543523  0.875726  0.073480\n",
       "4    0.935363  0.821073  0.539012  0.437463  0.755946\n",
       "..        ...       ...       ...       ...       ...\n",
       "95   0.253359  0.900567  0.704431  0.918358  0.060113\n",
       "96   0.193356  0.129879  0.110534  0.244284  0.768090\n",
       "97  0.0533768  0.007321  0.774008  0.723468  0.230406\n",
       "98   0.752264  0.672113  0.586109  0.184636  0.959688\n",
       "99   0.318872  0.800362  0.585959  0.724223  0.305850\n",
       "\n",
       "[100 rows x 5 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[0][0]= 'ajit'\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
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       "            0         1         2         3         4\n",
       "0       0.454  0.264495  0.583698  0.553182  0.077867\n",
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       "99   0.318872  0.800362  0.585959  0.724223  0.305850\n",
       "\n",
       "[100 rows x 5 columns]"
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     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "df.iloc[0,0]= 0.454\n",
    "df"
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  {
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   "execution_count": 8,
   "metadata": {},
   "outputs": [
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       "            0         1         2         3         4\n",
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       "\n",
       "[100 rows x 5 columns]"
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     "execution_count": 8,
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    "df.iloc[0,4] = 0.2222\n",
    "df"
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  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
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    "df.loc[0,0] = 0.001\n",
    "df"
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   "execution_count": 10,
   "metadata": {},
   "outputs": [
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       "      <td>0.585959</td>\n",
       "      <td>0.724223</td>\n",
       "      <td>0.305850</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            A         B         C         D         E\n",
       "0       0.001  0.264495  0.583698  0.553182  0.222200\n",
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       "4    0.935363  0.821073  0.539012  0.437463  0.755946\n",
       "..        ...       ...       ...       ...       ...\n",
       "95   0.253359  0.900567  0.704431  0.918358  0.060113\n",
       "96   0.193356  0.129879  0.110534  0.244284  0.768090\n",
       "97  0.0533768  0.007321  0.774008  0.723468  0.230406\n",
       "98   0.752264  0.672113  0.586109  0.184636  0.959688\n",
       "99   0.318872  0.800362  0.585959  0.724223  0.305850\n",
       "\n",
       "[100 rows x 5 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "df.columns = list(\"ABCDE\")\n",
    "df"
   ]
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  {
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   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
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       "<p>100 rows × 6 columns</p>\n",
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       "            A         B         C         D         E      F\n",
       "0       0.001  0.264495  0.583698  0.553182  0.222200  0.554\n",
       "1    0.345639  0.378516  0.571080  0.432195  0.973587    NaN\n",
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       "3   0.0739044  0.350907  0.543523  0.875726  0.073480    NaN\n",
       "4    0.935363  0.821073  0.539012  0.437463  0.755946    NaN\n",
       "..        ...       ...       ...       ...       ...    ...\n",
       "95   0.253359  0.900567  0.704431  0.918358  0.060113    NaN\n",
       "96   0.193356  0.129879  0.110534  0.244284  0.768090    NaN\n",
       "97  0.0533768  0.007321  0.774008  0.723468  0.230406    NaN\n",
       "98   0.752264  0.672113  0.586109  0.184636  0.959688    NaN\n",
       "99   0.318872  0.800362  0.585959  0.724223  0.305850    NaN\n",
       "\n",
       "[100 rows x 6 columns]"
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    "df.loc[0,'F'] = 0.554\n",
    "df"
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   "execution_count": 12,
   "metadata": {},
   "outputs": [
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       "<p>100 rows × 7 columns</p>\n",
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       "            A         B         C         D         E      F        G\n",
       "0       0.001  0.264495  0.583698  0.553182  0.222200  0.554  0.15455\n",
       "1    0.345639  0.378516  0.571080  0.432195  0.973587    NaN  0.15455\n",
       "2    0.129958  0.233022  0.652113  0.518325  0.211556    NaN  0.15455\n",
       "3   0.0739044  0.350907  0.543523  0.875726  0.073480    NaN  0.15455\n",
       "4    0.935363  0.821073  0.539012  0.437463  0.755946    NaN  0.15455\n",
       "..        ...       ...       ...       ...       ...    ...      ...\n",
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       "96   0.193356  0.129879  0.110534  0.244284  0.768090    NaN  0.15455\n",
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       "\n",
       "[100 rows x 7 columns]"
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     "execution_count": 12,
     "metadata": {},
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    "df[\"G\"] = 0.15455\n",
    "df"
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  {
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   "outputs": [
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       "      <td>0.15455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.935363</td>\n",
       "      <td>0.821073</td>\n",
       "      <td>0.539012</td>\n",
       "      <td>0.437463</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.15455</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",
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       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>0.253359</td>\n",
       "      <td>0.900567</td>\n",
       "      <td>0.704431</td>\n",
       "      <td>0.918358</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.15455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>0.193356</td>\n",
       "      <td>0.129879</td>\n",
       "      <td>0.110534</td>\n",
       "      <td>0.244284</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.15455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>0.0533768</td>\n",
       "      <td>0.007321</td>\n",
       "      <td>0.774008</td>\n",
       "      <td>0.723468</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.15455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>0.752264</td>\n",
       "      <td>0.672113</td>\n",
       "      <td>0.586109</td>\n",
       "      <td>0.184636</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.15455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>0.318872</td>\n",
       "      <td>0.800362</td>\n",
       "      <td>0.585959</td>\n",
       "      <td>0.724223</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.15455</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            A         B         C         D      F        G\n",
       "0       0.001  0.264495  0.583698  0.553182  0.554  0.15455\n",
       "1    0.345639  0.378516  0.571080  0.432195    NaN  0.15455\n",
       "2    0.129958  0.233022  0.652113  0.518325    NaN  0.15455\n",
       "3   0.0739044  0.350907  0.543523  0.875726    NaN  0.15455\n",
       "4    0.935363  0.821073  0.539012  0.437463    NaN  0.15455\n",
       "..        ...       ...       ...       ...    ...      ...\n",
       "95   0.253359  0.900567  0.704431  0.918358    NaN  0.15455\n",
       "96   0.193356  0.129879  0.110534  0.244284    NaN  0.15455\n",
       "97  0.0533768  0.007321  0.774008  0.723468    NaN  0.15455\n",
       "98   0.752264  0.672113  0.586109  0.184636    NaN  0.15455\n",
       "99   0.318872  0.800362  0.585959  0.724223    NaN  0.15455\n",
       "\n",
       "[100 rows x 6 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.drop(['E'], axis=1,inplace=True)\n",
    "df"
   ]
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   "execution_count": 15,
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   "outputs": [
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       "      <td>0.437463</td>\n",
       "      <td>NaN</td>\n",
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       "           A         B         C         D      F        G\n",
       "0      0.001  0.264495  0.583698  0.553182  0.554  0.15455\n",
       "1   0.345639  0.378516  0.571080  0.432195    NaN  0.15455\n",
       "2   0.129958  0.233022  0.652113  0.518325    NaN  0.15455\n",
       "3  0.0739044  0.350907  0.543523  0.875726    NaN  0.15455\n",
       "4   0.935363  0.821073  0.539012  0.437463    NaN  0.15455"
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     "execution_count": 15,
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   "execution_count": 16,
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   "outputs": [],
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    "df.drop('D', axis=1, inplace=True)\n"
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       "      <td>0.539012</td>\n",
       "      <td>NaN</td>\n",
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       "</div>"
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       "           A         B         C      F        G\n",
       "0      0.001  0.264495  0.583698  0.554  0.15455\n",
       "1   0.345639  0.378516  0.571080    NaN  0.15455\n",
       "2   0.129958  0.233022  0.652113    NaN  0.15455\n",
       "3  0.0739044  0.350907  0.543523    NaN  0.15455\n",
       "4   0.935363  0.821073  0.539012    NaN  0.15455"
      ]
     },
     "execution_count": 17,
     "metadata": {},
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   "execution_count": 18,
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   "outputs": [
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       "      <th>95</th>\n",
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       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>0.193356</td>\n",
       "      <td>0.129879</td>\n",
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       "    <tr>\n",
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       "      <td>0.752264</td>\n",
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       "    <tr>\n",
       "      <th>99</th>\n",
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       "      <td>0.800362</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            A         B\n",
       "0       0.001  0.264495\n",
       "1    0.345639  0.378516\n",
       "2    0.129958  0.233022\n",
       "3   0.0739044  0.350907\n",
       "4    0.935363  0.821073\n",
       "..        ...       ...\n",
       "95   0.253359  0.900567\n",
       "96   0.193356  0.129879\n",
       "97  0.0533768  0.007321\n",
       "98   0.752264  0.672113\n",
       "99   0.318872  0.800362\n",
       "\n",
       "[100 rows x 2 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc[ :,['A','B']]"
   ]
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  {
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   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
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       "           A         B         C      F        G\n",
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       "3  0.0739044  0.350907  0.543523    NaN  0.15455\n",
       "4   0.935363  0.821073  0.539012    NaN  0.15455"
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     "execution_count": 19,
     "metadata": {},
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   "execution_count": 20,
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   "execution_count": 21,
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      ]
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     "execution_count": 21,
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   "source": [
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   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
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       "           A         B         C      F        G\n",
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       "            A         B         C   F        G\n",
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       "5    0.506027  0.743824  0.174946 NaN  0.15455\n",
       "..        ...       ...       ...  ..      ...\n",
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       "\n",
       "[99 rows x 5 columns]"
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     "execution_count": 25,
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   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.drop(['F','G'], axis=1, inplace=True)"
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       "           A         B         C\n",
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       "       A         B         C\n",
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       "..   ...       ...       ...\n",
       "95  None  0.900567  0.704431\n",
       "96  None  0.129879  0.110534\n",
       "97  None  0.007321  0.774008\n",
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       "\n",
       "[100 rows x 3 columns]"
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     "execution_count": 29,
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   "source": [
    "df['A'] = None\n",
    "df"
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  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
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       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       A      B      C\n",
       "0   True  False  False\n",
       "1   True  False  False\n",
       "2   True  False  False\n",
       "3   True  False  False\n",
       "4   True  False  False\n",
       "..   ...    ...    ...\n",
       "95  True  False  False\n",
       "96  True  False  False\n",
       "97  True  False  False\n",
       "98  True  False  False\n",
       "99  True  False  False\n",
       "\n",
       "[100 rows x 3 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.isnull()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "data =data.to_csv(\"  .csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>0.704431</td>\n",
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       "      <th>96</th>\n",
       "      <td>None</td>\n",
       "      <td>0.129879</td>\n",
       "      <td>0.110534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>None</td>\n",
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       "      <td>0.774008</td>\n",
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       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>None</td>\n",
       "      <td>0.672113</td>\n",
       "      <td>0.586109</td>\n",
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       "    <tr>\n",
       "      <th>99</th>\n",
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       "      <td>0.585959</td>\n",
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       "<p>100 rows × 3 columns</p>\n",
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       "       A         B         C\n",
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       "1   None  0.378516  0.571080\n",
       "2   None  0.233022  0.652113\n",
       "3   None  0.350907  0.543523\n",
       "4   None  0.821073  0.539012\n",
       "..   ...       ...       ...\n",
       "95  None  0.900567  0.704431\n",
       "96  None  0.129879  0.110534\n",
       "97  None  0.007321  0.774008\n",
       "98  None  0.672113  0.586109\n",
       "99  None  0.800362  0.585959\n",
       "\n",
       "[100 rows x 3 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
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       "      <td>0.031359</td>\n",
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       "      <td>0.854132</td>\n",
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       "      <td>0.436348</td>\n",
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       "      <td>0.263428</td>\n",
       "      <td>0.593579</td>\n",
       "      <td>0.754256</td>\n",
       "      <td>0.972502</td>\n",
       "      <td>0.352900</td>\n",
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       "      <td>0.154642</td>\n",
       "      <td>0.248114</td>\n",
       "      <td>0.588541</td>\n",
       "      <td>0.583403</td>\n",
       "      <td>0.531377</td>\n",
       "      <td>0.204264</td>\n",
       "      <td>0.270503</td>\n",
       "      <td>0.028875</td>\n",
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       "      <td>0.227086</td>\n",
       "      <td>0.654603</td>\n",
       "      <td>0.639181</td>\n",
       "      <td>0.964739</td>\n",
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       "      <td>0.702871</td>\n",
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       "      <td>0.285947</td>\n",
       "      <td>0.562606</td>\n",
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       "      <th>399</th>\n",
       "      <td>0.123187</td>\n",
       "      <td>0.131309</td>\n",
       "      <td>0.813683</td>\n",
       "      <td>0.358208</td>\n",
       "      <td>0.298040</td>\n",
       "      <td>0.183996</td>\n",
       "      <td>0.519077</td>\n",
       "      <td>0.101586</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>400 rows × 8 columns</p>\n",
       "</div>"
      ],
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       "            0         1         2         3         4         5         6  \\\n",
       "0    0.300700  0.820771  0.384300  0.033313  0.313539  0.494925  0.459984   \n",
       "1    0.597431  0.226058  0.268408  0.609945  0.232938  0.199879  0.542333   \n",
       "2    0.471933  0.546062  0.813562  0.031359  0.116797  0.203120  0.999372   \n",
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       "..        ...       ...       ...       ...       ...       ...       ...   \n",
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       "399  0.123187  0.131309  0.813683  0.358208  0.298040  0.183996  0.519077   \n",
       "\n",
       "            7  \n",
       "0    0.801524  \n",
       "1    0.430060  \n",
       "2    0.308958  \n",
       "3    0.401501  \n",
       "4    0.136014  \n",
       "..        ...  \n",
       "395  0.352900  \n",
       "396  0.028875  \n",
       "397  0.171121  \n",
       "398  0.562606  \n",
       "399  0.101586  \n",
       "\n",
       "[400 rows x 8 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(np.random.rand(400,8), index=np.arange(400))\n",
    "df\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
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       "      <td>0.972502</td>\n",
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       "    <tr>\n",
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       "<p>400 rows × 9 columns</p>\n",
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       "            A         B         C         D         E         F         G  \\\n",
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       "4    0.115082  0.948553  0.588130  0.436348  0.301620  0.814618  0.286438   \n",
       "..        ...       ...       ...       ...       ...       ...       ...   \n",
       "395  0.588012  0.205726  0.703404  0.263428  0.593579  0.754256  0.972502   \n",
       "396  0.154642  0.248114  0.588541  0.583403  0.531377  0.204264  0.270503   \n",
       "397  0.024716  0.948908  0.227086  0.654603  0.639181  0.964739  0.878768   \n",
       "398  0.924342  0.064278  0.219374  0.702871  0.264677  0.975126  0.285947   \n",
       "399  0.123187  0.131309  0.813683  0.358208  0.298040  0.183996  0.519077   \n",
       "\n",
       "            H         I  \n",
       "0    0.801524  ABCDEFGH  \n",
       "1    0.430060  ABCDEFGH  \n",
       "2    0.308958  ABCDEFGH  \n",
       "3    0.401501  ABCDEFGH  \n",
       "4    0.136014  ABCDEFGH  \n",
       "..        ...       ...  \n",
       "395  0.352900  ABCDEFGH  \n",
       "396  0.028875  ABCDEFGH  \n",
       "397  0.171121  ABCDEFGH  \n",
       "398  0.562606  ABCDEFGH  \n",
       "399  0.101586  ABCDEFGH  \n",
       "\n",
       "[400 rows x 9 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns = list('ABCDEFGHI')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
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       "      <td>0.436348</td>\n",
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       "      <td>0.183996</td>\n",
       "      <td>0.519077</td>\n",
       "      <td>0.101586</td>\n",
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       "<p>400 rows × 8 columns</p>\n",
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       "            A         B         C         D         E         F         G  \\\n",
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       "\n",
       "            H  \n",
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       "4    0.136014  \n",
       "..        ...  \n",
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       "397  0.171121  \n",
       "398  0.562606  \n",
       "399  0.101586  \n",
       "\n",
       "[400 rows x 8 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "df = df.drop(\"I\", axis=1)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
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    "df.iloc[:5, :5]"
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   "execution_count": 21,
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   "outputs": [
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       "          A         B         C\n",
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      ]
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    "df.loc[:3, :'C']"
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  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "df[0] = 0.1111"
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  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
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       "          A         B         C         D         E         F         G  \\\n",
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       "\n",
       "          H       0  \n",
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       "1  0.430060  0.1111  \n",
       "2  0.308958  0.1111  \n",
       "3  0.401501  0.1111  "
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     "execution_count": 23,
     "metadata": {},
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    }
   ],
   "source": [
    "df.head(4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
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       "      <th>1</th>\n",
       "      <td>0.597431</td>\n",
       "      <td>0.226058</td>\n",
       "      <td>0.268408</td>\n",
       "      <td>0.609945</td>\n",
       "      <td>0.232938</td>\n",
       "      <td>0.199879</td>\n",
       "      <td>0.542333</td>\n",
       "      <td>0.430060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.471933</td>\n",
       "      <td>0.546062</td>\n",
       "      <td>0.813562</td>\n",
       "      <td>0.031359</td>\n",
       "      <td>0.116797</td>\n",
       "      <td>0.203120</td>\n",
       "      <td>0.999372</td>\n",
       "      <td>0.308958</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.424552</td>\n",
       "      <td>0.093150</td>\n",
       "      <td>0.071726</td>\n",
       "      <td>0.854132</td>\n",
       "      <td>0.500740</td>\n",
       "      <td>0.413171</td>\n",
       "      <td>0.428323</td>\n",
       "      <td>0.401501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.115082</td>\n",
       "      <td>0.948553</td>\n",
       "      <td>0.588130</td>\n",
       "      <td>0.436348</td>\n",
       "      <td>0.301620</td>\n",
       "      <td>0.814618</td>\n",
       "      <td>0.286438</td>\n",
       "      <td>0.136014</td>\n",
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       "    <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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>0.588012</td>\n",
       "      <td>0.205726</td>\n",
       "      <td>0.703404</td>\n",
       "      <td>0.263428</td>\n",
       "      <td>0.593579</td>\n",
       "      <td>0.754256</td>\n",
       "      <td>0.972502</td>\n",
       "      <td>0.352900</td>\n",
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       "    <tr>\n",
       "      <th>396</th>\n",
       "      <td>0.154642</td>\n",
       "      <td>0.248114</td>\n",
       "      <td>0.588541</td>\n",
       "      <td>0.583403</td>\n",
       "      <td>0.531377</td>\n",
       "      <td>0.204264</td>\n",
       "      <td>0.270503</td>\n",
       "      <td>0.028875</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>397</th>\n",
       "      <td>0.024716</td>\n",
       "      <td>0.948908</td>\n",
       "      <td>0.227086</td>\n",
       "      <td>0.654603</td>\n",
       "      <td>0.639181</td>\n",
       "      <td>0.964739</td>\n",
       "      <td>0.878768</td>\n",
       "      <td>0.171121</td>\n",
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       "    <tr>\n",
       "      <th>398</th>\n",
       "      <td>0.924342</td>\n",
       "      <td>0.064278</td>\n",
       "      <td>0.219374</td>\n",
       "      <td>0.702871</td>\n",
       "      <td>0.264677</td>\n",
       "      <td>0.975126</td>\n",
       "      <td>0.285947</td>\n",
       "      <td>0.562606</td>\n",
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       "    <tr>\n",
       "      <th>399</th>\n",
       "      <td>0.123187</td>\n",
       "      <td>0.131309</td>\n",
       "      <td>0.813683</td>\n",
       "      <td>0.358208</td>\n",
       "      <td>0.298040</td>\n",
       "      <td>0.183996</td>\n",
       "      <td>0.519077</td>\n",
       "      <td>0.101586</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
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       "<p>400 rows × 8 columns</p>\n",
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       "2    0.471933  0.546062  0.813562  0.031359  0.116797  0.203120  0.999372   \n",
       "3    0.424552  0.093150  0.071726  0.854132  0.500740  0.413171  0.428323   \n",
       "4    0.115082  0.948553  0.588130  0.436348  0.301620  0.814618  0.286438   \n",
       "..        ...       ...       ...       ...       ...       ...       ...   \n",
       "395  0.588012  0.205726  0.703404  0.263428  0.593579  0.754256  0.972502   \n",
       "396  0.154642  0.248114  0.588541  0.583403  0.531377  0.204264  0.270503   \n",
       "397  0.024716  0.948908  0.227086  0.654603  0.639181  0.964739  0.878768   \n",
       "398  0.924342  0.064278  0.219374  0.702871  0.264677  0.975126  0.285947   \n",
       "399  0.123187  0.131309  0.813683  0.358208  0.298040  0.183996  0.519077   \n",
       "\n",
       "            H  \n",
       "0    0.801524  \n",
       "1    0.430060  \n",
       "2    0.308958  \n",
       "3    0.401501  \n",
       "4    0.136014  \n",
       "..        ...  \n",
       "395  0.352900  \n",
       "396  0.028875  \n",
       "397  0.171121  \n",
       "398  0.562606  \n",
       "399  0.101586  \n",
       "\n",
       "[400 rows x 8 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.drop(0,axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "df[0][0] = 0.2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
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  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
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       "      <td>0.593579</td>\n",
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       "      <td>0.583403</td>\n",
       "      <td>0.531377</td>\n",
       "      <td>0.204264</td>\n",
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       "            A         B         C         D         E         F         G  \\\n",
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     },
     "execution_count": 28,
     "metadata": {},
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   ],
   "source": [
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  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.iloc[0,0] = \"abc\""
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  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
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       "      <td>0.031359</td>\n",
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       "      <td>0.999372</td>\n",
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       "      <td>0.1111</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.424552</td>\n",
       "      <td>0.093150</td>\n",
       "      <td>0.071726</td>\n",
       "      <td>0.854132</td>\n",
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       "      <td>0.413171</td>\n",
       "      <td>0.428323</td>\n",
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       "      <td>0.1111</td>\n",
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       "          A         B         C         D         E         F         G  \\\n",
       "0       abc  0.820771  0.384300  0.033313  0.313539  0.494925  0.459984   \n",
       "1  0.597431  0.226058  0.268408  0.609945  0.232938  0.199879  0.542333   \n",
       "2  0.471933  0.546062  0.813562  0.031359  0.116797  0.203120  0.999372   \n",
       "3  0.424552  0.093150  0.071726  0.854132  0.500740  0.413171  0.428323   \n",
       "\n",
       "          H       0  \n",
       "0  0.801524  0.2000  \n",
       "1  0.430060  0.1111  \n",
       "2  0.308958  0.1111  \n",
       "3  0.401501  0.1111  "
      ]
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     "execution_count": 30,
     "metadata": {},
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    "df.head(4)"
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   "execution_count": 19,
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       "      name addres  index\n",
       "0     ajit   pune      1\n",
       "1  nishita  surat      2\n",
       "2      mat    usa      3\n",
       "3     dean     sa      4\n",
       "4  monique    usa      5"
      ]
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     "execution_count": 19,
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    "df.rename(columns={\"A\":'ajit'}).head(5)"
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   "execution_count": 43,
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       "       ajit         B         C         D         E         F         G  \\\n",
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       "\n",
       "          H  \n",
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    "df.rename(columns={\"A\":'ajit'}).head(2)"
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   "execution_count": 44,
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   "outputs": [
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       "      <td>0.263428</td>\n",
       "      <td>0.593579</td>\n",
       "      <td>0.754256</td>\n",
       "      <td>0.972502</td>\n",
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       "      <td>0.588541</td>\n",
       "      <td>0.583403</td>\n",
       "      <td>0.531377</td>\n",
       "      <td>0.204264</td>\n",
       "      <td>0.270503</td>\n",
       "      <td>0.028875</td>\n",
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       "      <td>0.227086</td>\n",
       "      <td>0.654603</td>\n",
       "      <td>0.639181</td>\n",
       "      <td>0.964739</td>\n",
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       "      <td>0.975126</td>\n",
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       "      <td>0.183996</td>\n",
       "      <td>0.519077</td>\n",
       "      <td>0.101586</td>\n",
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       "<p>400 rows × 8 columns</p>\n",
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       "             A         B         C         D         E         F         G  \\\n",
       "0          abc  0.820771  0.384300  0.033313  0.313539  0.494925  0.459984   \n",
       "1     0.597431  0.226058  0.268408  0.609945  0.232938  0.199879  0.542333   \n",
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       "..         ...       ...       ...       ...       ...       ...       ...   \n",
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       "397  0.0247158  0.948908  0.227086  0.654603  0.639181  0.964739  0.878768   \n",
       "398   0.924342  0.064278  0.219374  0.702871  0.264677  0.975126  0.285947   \n",
       "399   0.123187  0.131309  0.813683  0.358208  0.298040  0.183996  0.519077   \n",
       "\n",
       "            H  \n",
       "0    0.801524  \n",
       "1    0.430060  \n",
       "2    0.308958  \n",
       "3    0.401501  \n",
       "4    0.136014  \n",
       "..        ...  \n",
       "395  0.352900  \n",
       "396  0.028875  \n",
       "397  0.171121  \n",
       "398  0.562606  \n",
       "399  0.101586  \n",
       "\n",
       "[400 rows x 8 columns]"
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     },
     "execution_count": 44,
     "metadata": {},
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    }
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   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.rename(columns={\"B\":\"gg\"}, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
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      "text/plain": [
       "          A        gg         C         D         E         F         G  \\\n",
       "0       abc  0.820771  0.384300  0.033313  0.313539  0.494925  0.459984   \n",
       "1  0.597431  0.226058  0.268408  0.609945  0.232938  0.199879  0.542333   \n",
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       "4  0.115082  0.948553  0.588130  0.436348  0.301620  0.814618  0.286438   \n",
       "\n",
       "          H  \n",
       "0  0.801524  \n",
       "1  0.430060  \n",
       "2  0.308958  \n",
       "3  0.401501  \n",
       "4  0.136014  "
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head(5)"
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  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.82077101, 0.22605759, 0.54606213, 0.09314994, 0.94855271,\n",
       "       0.17392883, 0.7510306 , 0.09629522, 0.91673971, 0.1744398 ,\n",
       "       0.68161038, 0.80536893, 0.98217328, 0.84429093, 0.87046463,\n",
       "       0.39530953, 0.69786851, 0.89738931, 0.61544682, 0.25726751,\n",
       "       0.09215662, 0.64625972, 0.7434044 , 0.65080814, 0.29885217,\n",
       "       0.21473205, 0.45751032, 0.23691867, 0.01548019, 0.20611491,\n",
       "       0.60669931, 0.83339332, 0.04926936, 0.08895171, 0.69972968,\n",
       "       0.87247963, 0.31083709, 0.41988872, 0.64726866, 0.40286282,\n",
       "       0.17707605, 0.34872182, 0.45421914, 0.48383817, 0.97335146,\n",
       "       0.24094714, 0.53350214, 0.28719795, 0.37373608, 0.47973011,\n",
       "       0.22031218, 0.99939061, 0.85078403, 0.7222482 , 0.98838084,\n",
       "       0.87332089, 0.11878582, 0.26898291, 0.18121616, 0.09947912,\n",
       "       0.18936068, 0.96314698, 0.58903294, 0.00149518, 0.09455757,\n",
       "       0.28569901, 0.47822093, 0.9521195 , 0.5432512 , 0.60499881,\n",
       "       0.42967435, 0.64563812, 0.84342062, 0.17227198, 0.41343119,\n",
       "       0.00807927, 0.39230502, 0.77256083, 0.25748911, 0.58587411,\n",
       "       0.4731681 , 0.37220395, 0.91455838, 0.20604598, 0.02318158,\n",
       "       0.93976582, 0.76186089, 0.33258428, 0.29155106, 0.60020099,\n",
       "       0.86948195, 0.13814822, 0.57150154, 0.66366562, 0.40765181,\n",
       "       0.82364943, 0.44115258, 0.31634248, 0.44384751, 0.7815799 ,\n",
       "       0.02642915, 0.69874894, 0.12537851, 0.11244331, 0.72832953,\n",
       "       0.0205377 , 0.82600593, 0.77107789, 0.91785517, 0.69779089,\n",
       "       0.86519958, 0.92964901, 0.38701247, 0.64914937, 0.16279807,\n",
       "       0.7861479 , 0.79913549, 0.74384291, 0.56479607, 0.42582659,\n",
       "       0.28464544, 0.36726297, 0.8051362 , 0.96894041, 0.24306689,\n",
       "       0.71728958, 0.70430743, 0.35484159, 0.29917058, 0.39196291,\n",
       "       0.09516581, 0.05726335, 0.43307786, 0.47745647, 0.39268092,\n",
       "       0.72920774, 0.35846131, 0.5836879 , 0.54216736, 0.65554176,\n",
       "       0.87170156, 0.92785439, 0.83023407, 0.35990591, 0.7136745 ,\n",
       "       0.14919912, 0.66186858, 0.40565119, 0.5101747 , 0.91585685,\n",
       "       0.03303791, 0.55106467, 0.52708618, 0.77072909, 0.6999292 ,\n",
       "       0.74106434, 0.50629814, 0.01777509, 0.67896517, 0.13371347,\n",
       "       0.81879649, 0.66215832, 0.60806149, 0.18530387, 0.47634383,\n",
       "       0.87057395, 0.70207844, 0.09494648, 0.38116163, 0.12849083,\n",
       "       0.8652006 , 0.20937703, 0.84460633, 0.33565622, 0.40302984,\n",
       "       0.51644246, 0.7218807 , 0.5511457 , 0.45569398, 0.71220258,\n",
       "       0.88673049, 0.77205416, 0.93117759, 0.53321925, 0.64805384,\n",
       "       0.69481193, 0.67900314, 0.5300258 , 0.49995683, 0.1791417 ,\n",
       "       0.29750621, 0.68405627, 0.21763669, 0.07846235, 0.98506021,\n",
       "       0.24443564, 0.44520421, 0.66650133, 0.81186996, 0.78033482,\n",
       "       0.47737997, 0.84945469, 0.43601219, 0.62697617, 0.56325354,\n",
       "       0.65162921, 0.02911333, 0.91153273, 0.39356585, 0.12586553,\n",
       "       0.85634075, 0.18225669, 0.77567073, 0.75161682, 0.04371966,\n",
       "       0.52960406, 0.087106  , 0.99920115, 0.57236288, 0.89432721,\n",
       "       0.2895004 , 0.25516134, 0.67644192, 0.89200746, 0.36372123,\n",
       "       0.61943161, 0.51715795, 0.97712777, 0.36239846, 0.03179872,\n",
       "       0.95366817, 0.3661372 , 0.43557366, 0.56809781, 0.64555621,\n",
       "       0.71728278, 0.23658202, 0.98047674, 0.76124293, 0.70998464,\n",
       "       0.73381776, 0.5362838 , 0.25095427, 0.85239033, 0.19871181,\n",
       "       0.62680982, 0.68055709, 0.35391367, 0.43603382, 0.45537725,\n",
       "       0.3786327 , 0.05220117, 0.634054  , 0.47251389, 0.27242195,\n",
       "       0.74978577, 0.00995891, 0.51204235, 0.91436618, 0.4344717 ,\n",
       "       0.03706607, 0.87698256, 0.80812434, 0.26120805, 0.14257663,\n",
       "       0.88832586, 0.08605153, 0.73622862, 0.19579316, 0.72223452,\n",
       "       0.98133118, 0.06858224, 0.61389414, 0.15039949, 0.40823518,\n",
       "       0.0107125 , 0.92399983, 0.42808245, 0.17033063, 0.26964056,\n",
       "       0.01579633, 0.46636106, 0.36728044, 0.55245231, 0.84264443,\n",
       "       0.10309892, 0.10091498, 0.93873084, 0.3623555 , 0.4963313 ,\n",
       "       0.86220942, 0.29718866, 0.44042256, 0.57887308, 0.36025393,\n",
       "       0.38200157, 0.30429027, 0.11676187, 0.23648239, 0.10109406,\n",
       "       0.41187442, 0.83383312, 0.67873208, 0.68513384, 0.75908675,\n",
       "       0.81805326, 0.36411722, 0.15806904, 0.46494466, 0.00709023,\n",
       "       0.06478721, 0.56252733, 0.09583644, 0.25148527, 0.07104255,\n",
       "       0.88297945, 0.06231366, 0.39561656, 0.35035175, 0.49170566,\n",
       "       0.82985358, 0.80579244, 0.80387441, 0.14092647, 0.21736106,\n",
       "       0.87970386, 0.9607493 , 0.65064797, 0.76076153, 0.24945864,\n",
       "       0.6713433 , 0.43504952, 0.25055221, 0.50401968, 0.48139291,\n",
       "       0.63026544, 0.29595846, 0.41401854, 0.18316376, 0.52620272,\n",
       "       0.00330382, 0.06748554, 0.87822525, 0.4201907 , 0.14595272,\n",
       "       0.94066353, 0.87824511, 0.70395298, 0.8397586 , 0.68952203,\n",
       "       0.92449001, 0.17827049, 0.41060064, 0.29386436, 0.5819129 ,\n",
       "       0.83679459, 0.35484201, 0.70298811, 0.50277382, 0.16755275,\n",
       "       0.16428013, 0.18554716, 0.45402832, 0.26315482, 0.39871673,\n",
       "       0.59599632, 0.31222954, 0.76461399, 0.04370674, 0.65766257,\n",
       "       0.33297187, 0.33370252, 0.30297128, 0.64344245, 0.21168187,\n",
       "       0.31559829, 0.5966535 , 0.07224573, 0.32508959, 0.83495608,\n",
       "       0.84170333, 0.50336436, 0.02072007, 0.50716991, 0.24129424,\n",
       "       0.75722841, 0.89149111, 0.38482071, 0.34720141, 0.18847074,\n",
       "       0.27364556, 0.46877044, 0.58600334, 0.81208265, 0.08173816,\n",
       "       0.20572556, 0.24811423, 0.94890782, 0.06427774, 0.1313091 ])"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[\"gg\"].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.392305    1\n",
       "0.360254    1\n",
       "0.862209    1\n",
       "0.551146    1\n",
       "0.973351    1\n",
       "           ..\n",
       "0.799135    1\n",
       "0.504020    1\n",
       "0.704307    1\n",
       "0.698749    1\n",
       "0.960749    1\n",
       "Name: gg, Length: 400, dtype: int64"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[\"gg\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'alexa': 1, 'joe': 5, 'rob': 7}, {'kate': 4, 'soham': 8}, {'nishu': 'sas'}]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = [{'alexa':1, 'joe':5,'rob':7},{'kate':4,'soham':8,},{'nishu':'sas'}]\n",
    "df                  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\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>alexa</th>\n",
       "      <th>joe</th>\n",
       "      <th>rob</th>\n",
       "      <th>kate</th>\n",
       "      <th>soham</th>\n",
       "      <th>nishu</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sas</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   alexa  joe  rob  kate  soham nishu\n",
       "0    1.0  5.0  7.0   NaN    NaN   NaN\n",
       "1    NaN  NaN  NaN   4.0    8.0   NaN\n",
       "2    NaN  NaN  NaN   NaN    NaN   sas"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(df)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "    .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>alexa</th>\n",
       "      <th>joe</th>\n",
       "      <th>rob</th>\n",
       "      <th>kate</th>\n",
       "      <th>soham</th>\n",
       "      <th>nishu</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   alexa  joe  rob  kate  soham  nishu\n",
       "0    1.0  5.0  7.0   NaN    NaN  False\n",
       "1    NaN  NaN  NaN   4.0    8.0  False\n",
       "2    NaN  NaN  NaN   NaN    NaN   True"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['nishu'] = df['nishu'] > 'NaN'\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd \n",
    "import numpy as np "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   #                   Name Type 1  Type 2  HP  Attack  Defense  Sp. Atk  \\\n",
      "0  1              Bulbasaur  Grass  Poison  45      49       49       65   \n",
      "1  2                Ivysaur  Grass  Poison  60      62       63       80   \n",
      "2  3               Venusaur  Grass  Poison  80      82       83      100   \n",
      "3  3  VenusaurMega Venusaur  Grass  Poison  80     100      123      122   \n",
      "4  4             Charmander   Fire     NaN  39      52       43       60   \n",
      "\n",
      "   Sp. Def  Speed  Generation  Legendary  \n",
      "0       65     45           1      False  \n",
      "1       80     60           1      False  \n",
      "2      100     80           1      False  \n",
      "3      120     80           1      False  \n",
      "4       50     65           1      False  \n"
     ]
    }
   ],
   "source": [
    "df = pd.read_csv(\"C:/Users/user/Desktop/Data_Science/Dataset/pokemon_data.csv\")\n",
    "print(df.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(800, 12)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 #                     1\n",
      "Name          Bulbasaur\n",
      "Type 1            Grass\n",
      "Type 2           Poison\n",
      "HP                   45\n",
      "Attack               49\n",
      "Defense              49\n",
      "Sp. Atk              65\n",
      "Sp. Def              65\n",
      "Speed                45\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 0, dtype: object\n",
      "1 #                   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\n",
      "2 #                    3\n",
      "Name          Venusaur\n",
      "Type 1           Grass\n",
      "Type 2          Poison\n",
      "HP                  80\n",
      "Attack              82\n",
      "Defense             83\n",
      "Sp. Atk            100\n",
      "Sp. Def            100\n",
      "Speed               80\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 2, dtype: object\n",
      "3 #                                 3\n",
      "Name          VenusaurMega Venusaur\n",
      "Type 1                        Grass\n",
      "Type 2                       Poison\n",
      "HP                               80\n",
      "Attack                          100\n",
      "Defense                         123\n",
      "Sp. Atk                         122\n",
      "Sp. Def                         120\n",
      "Speed                            80\n",
      "Generation                        1\n",
      "Legendary                     False\n",
      "Name: 3, dtype: object\n",
      "4 #                      4\n",
      "Name          Charmander\n",
      "Type 1              Fire\n",
      "Type 2               NaN\n",
      "HP                    39\n",
      "Attack                52\n",
      "Defense               43\n",
      "Sp. Atk               60\n",
      "Sp. Def               50\n",
      "Speed                 65\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 4, dtype: object\n",
      "5 #                      5\n",
      "Name          Charmeleon\n",
      "Type 1              Fire\n",
      "Type 2               NaN\n",
      "HP                    58\n",
      "Attack                64\n",
      "Defense               58\n",
      "Sp. Atk               80\n",
      "Sp. Def               65\n",
      "Speed                 80\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 5, dtype: object\n",
      "6 #                     6\n",
      "Name          Charizard\n",
      "Type 1             Fire\n",
      "Type 2           Flying\n",
      "HP                   78\n",
      "Attack               84\n",
      "Defense              78\n",
      "Sp. Atk             109\n",
      "Sp. Def              85\n",
      "Speed               100\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 6, dtype: object\n",
      "7 #                                     6\n",
      "Name          CharizardMega Charizard X\n",
      "Type 1                             Fire\n",
      "Type 2                           Dragon\n",
      "HP                                   78\n",
      "Attack                              130\n",
      "Defense                             111\n",
      "Sp. Atk                             130\n",
      "Sp. Def                              85\n",
      "Speed                               100\n",
      "Generation                            1\n",
      "Legendary                         False\n",
      "Name: 7, dtype: object\n",
      "8 #                                     6\n",
      "Name          CharizardMega Charizard Y\n",
      "Type 1                             Fire\n",
      "Type 2                           Flying\n",
      "HP                                   78\n",
      "Attack                              104\n",
      "Defense                              78\n",
      "Sp. Atk                             159\n",
      "Sp. Def                             115\n",
      "Speed                               100\n",
      "Generation                            1\n",
      "Legendary                         False\n",
      "Name: 8, dtype: object\n",
      "9 #                    7\n",
      "Name          Squirtle\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  44\n",
      "Attack              48\n",
      "Defense             65\n",
      "Sp. Atk             50\n",
      "Sp. Def             64\n",
      "Speed               43\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 9, dtype: object\n",
      "10 #                     8\n",
      "Name          Wartortle\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                   59\n",
      "Attack               63\n",
      "Defense              80\n",
      "Sp. Atk              65\n",
      "Sp. Def              80\n",
      "Speed                58\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 10, dtype: object\n",
      "11 #                     9\n",
      "Name          Blastoise\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                   79\n",
      "Attack               83\n",
      "Defense             100\n",
      "Sp. Atk              85\n",
      "Sp. Def             105\n",
      "Speed                78\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 11, dtype: object\n",
      "12 #                                   9\n",
      "Name          BlastoiseMega Blastoise\n",
      "Type 1                          Water\n",
      "Type 2                            NaN\n",
      "HP                                 79\n",
      "Attack                            103\n",
      "Defense                           120\n",
      "Sp. Atk                           135\n",
      "Sp. Def                           115\n",
      "Speed                              78\n",
      "Generation                          1\n",
      "Legendary                       False\n",
      "Name: 12, dtype: object\n",
      "13 #                   10\n",
      "Name          Caterpie\n",
      "Type 1             Bug\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack              30\n",
      "Defense             35\n",
      "Sp. Atk             20\n",
      "Sp. Def             20\n",
      "Speed               45\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 13, dtype: object\n",
      "14 #                  11\n",
      "Name          Metapod\n",
      "Type 1            Bug\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             20\n",
      "Defense            55\n",
      "Sp. Atk            25\n",
      "Sp. Def            25\n",
      "Speed              30\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 14, dtype: object\n",
      "15 #                     12\n",
      "Name          Butterfree\n",
      "Type 1               Bug\n",
      "Type 2            Flying\n",
      "HP                    60\n",
      "Attack                45\n",
      "Defense               50\n",
      "Sp. Atk               90\n",
      "Sp. Def               80\n",
      "Speed                 70\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 15, dtype: object\n",
      "16 #                 13\n",
      "Name          Weedle\n",
      "Type 1           Bug\n",
      "Type 2        Poison\n",
      "HP                40\n",
      "Attack            35\n",
      "Defense           30\n",
      "Sp. Atk           20\n",
      "Sp. Def           20\n",
      "Speed             50\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 16, dtype: object\n",
      "17 #                 14\n",
      "Name          Kakuna\n",
      "Type 1           Bug\n",
      "Type 2        Poison\n",
      "HP                45\n",
      "Attack            25\n",
      "Defense           50\n",
      "Sp. Atk           25\n",
      "Sp. Def           25\n",
      "Speed             35\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 17, dtype: object\n",
      "18 #                   15\n",
      "Name          Beedrill\n",
      "Type 1             Bug\n",
      "Type 2          Poison\n",
      "HP                  65\n",
      "Attack              90\n",
      "Defense             40\n",
      "Sp. Atk             45\n",
      "Sp. Def             80\n",
      "Speed               75\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 18, dtype: object\n",
      "19 #                                15\n",
      "Name          BeedrillMega Beedrill\n",
      "Type 1                          Bug\n",
      "Type 2                       Poison\n",
      "HP                               65\n",
      "Attack                          150\n",
      "Defense                          40\n",
      "Sp. Atk                          15\n",
      "Sp. Def                          80\n",
      "Speed                           145\n",
      "Generation                        1\n",
      "Legendary                     False\n",
      "Name: 19, dtype: object\n",
      "20 #                 16\n",
      "Name          Pidgey\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                40\n",
      "Attack            45\n",
      "Defense           40\n",
      "Sp. Atk           35\n",
      "Sp. Def           35\n",
      "Speed             56\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 20, dtype: object\n",
      "21 #                    17\n",
      "Name          Pidgeotto\n",
      "Type 1           Normal\n",
      "Type 2           Flying\n",
      "HP                   63\n",
      "Attack               60\n",
      "Defense              55\n",
      "Sp. Atk              50\n",
      "Sp. Def              50\n",
      "Speed                71\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 21, dtype: object\n",
      "22 #                  18\n",
      "Name          Pidgeot\n",
      "Type 1         Normal\n",
      "Type 2         Flying\n",
      "HP                 83\n",
      "Attack             80\n",
      "Defense            75\n",
      "Sp. Atk            70\n",
      "Sp. Def            70\n",
      "Speed             101\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 22, dtype: object\n",
      "23 #                              18\n",
      "Name          PidgeotMega Pidgeot\n",
      "Type 1                     Normal\n",
      "Type 2                     Flying\n",
      "HP                             83\n",
      "Attack                         80\n",
      "Defense                        80\n",
      "Sp. Atk                       135\n",
      "Sp. Def                        80\n",
      "Speed                         121\n",
      "Generation                      1\n",
      "Legendary                   False\n",
      "Name: 23, dtype: object\n",
      "24 #                  19\n",
      "Name          Rattata\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 30\n",
      "Attack             56\n",
      "Defense            35\n",
      "Sp. Atk            25\n",
      "Sp. Def            35\n",
      "Speed              72\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 24, dtype: object\n",
      "25 #                   20\n",
      "Name          Raticate\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              81\n",
      "Defense             60\n",
      "Sp. Atk             50\n",
      "Sp. Def             70\n",
      "Speed               97\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 25, dtype: object\n",
      "26 #                  21\n",
      "Name          Spearow\n",
      "Type 1         Normal\n",
      "Type 2         Flying\n",
      "HP                 40\n",
      "Attack             60\n",
      "Defense            30\n",
      "Sp. Atk            31\n",
      "Sp. Def            31\n",
      "Speed              70\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 26, dtype: object\n",
      "27 #                 22\n",
      "Name          Fearow\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                65\n",
      "Attack            90\n",
      "Defense           65\n",
      "Sp. Atk           61\n",
      "Sp. Def           61\n",
      "Speed            100\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 27, dtype: object\n",
      "28 #                 23\n",
      "Name           Ekans\n",
      "Type 1        Poison\n",
      "Type 2           NaN\n",
      "HP                35\n",
      "Attack            60\n",
      "Defense           44\n",
      "Sp. Atk           40\n",
      "Sp. Def           54\n",
      "Speed             55\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 28, dtype: object\n",
      "29 #                 24\n",
      "Name           Arbok\n",
      "Type 1        Poison\n",
      "Type 2           NaN\n",
      "HP                60\n",
      "Attack            85\n",
      "Defense           69\n",
      "Sp. Atk           65\n",
      "Sp. Def           79\n",
      "Speed             80\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 29, dtype: object\n",
      "30 #                   25\n",
      "Name           Pikachu\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  35\n",
      "Attack              55\n",
      "Defense             40\n",
      "Sp. Atk             50\n",
      "Sp. Def             50\n",
      "Speed               90\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 30, dtype: object\n",
      "31 #                   26\n",
      "Name            Raichu\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  60\n",
      "Attack              90\n",
      "Defense             55\n",
      "Sp. Atk             90\n",
      "Sp. Def             80\n",
      "Speed              110\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 31, dtype: object\n",
      "32 #                    27\n",
      "Name          Sandshrew\n",
      "Type 1           Ground\n",
      "Type 2              NaN\n",
      "HP                   50\n",
      "Attack               75\n",
      "Defense              85\n",
      "Sp. Atk              20\n",
      "Sp. Def              30\n",
      "Speed                40\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 32, dtype: object\n",
      "33 #                    28\n",
      "Name          Sandslash\n",
      "Type 1           Ground\n",
      "Type 2              NaN\n",
      "HP                   75\n",
      "Attack              100\n",
      "Defense             110\n",
      "Sp. Atk              45\n",
      "Sp. Def              55\n",
      "Speed                65\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 33, dtype: object\n",
      "34 #                           29\n",
      "Name          Nidoran (Female)\n",
      "Type 1                  Poison\n",
      "Type 2                     NaN\n",
      "HP                          55\n",
      "Attack                      47\n",
      "Defense                     52\n",
      "Sp. Atk                     40\n",
      "Sp. Def                     40\n",
      "Speed                       41\n",
      "Generation                   1\n",
      "Legendary                False\n",
      "Name: 34, dtype: object\n",
      "35 #                   30\n",
      "Name          Nidorina\n",
      "Type 1          Poison\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              62\n",
      "Defense             67\n",
      "Sp. Atk             55\n",
      "Sp. Def             55\n",
      "Speed               56\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 35, dtype: object\n",
      "36 #                    31\n",
      "Name          Nidoqueen\n",
      "Type 1           Poison\n",
      "Type 2           Ground\n",
      "HP                   90\n",
      "Attack               92\n",
      "Defense              87\n",
      "Sp. Atk              75\n",
      "Sp. Def              85\n",
      "Speed                76\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 36, dtype: object\n",
      "37 #                         32\n",
      "Name          Nidoran (Male)\n",
      "Type 1                Poison\n",
      "Type 2                   NaN\n",
      "HP                        46\n",
      "Attack                    57\n",
      "Defense                   40\n",
      "Sp. Atk                   40\n",
      "Sp. Def                   40\n",
      "Speed                     50\n",
      "Generation                 1\n",
      "Legendary              False\n",
      "Name: 37, dtype: object\n",
      "38 #                   33\n",
      "Name          Nidorino\n",
      "Type 1          Poison\n",
      "Type 2             NaN\n",
      "HP                  61\n",
      "Attack              72\n",
      "Defense             57\n",
      "Sp. Atk             55\n",
      "Sp. Def             55\n",
      "Speed               65\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 38, dtype: object\n",
      "39 #                   34\n",
      "Name          Nidoking\n",
      "Type 1          Poison\n",
      "Type 2          Ground\n",
      "HP                  81\n",
      "Attack             102\n",
      "Defense             77\n",
      "Sp. Atk             85\n",
      "Sp. Def             75\n",
      "Speed               85\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 39, dtype: object\n",
      "40 #                   35\n",
      "Name          Clefairy\n",
      "Type 1           Fairy\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              45\n",
      "Defense             48\n",
      "Sp. Atk             60\n",
      "Sp. Def             65\n",
      "Speed               35\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 40, dtype: object\n",
      "41 #                   36\n",
      "Name          Clefable\n",
      "Type 1           Fairy\n",
      "Type 2             NaN\n",
      "HP                  95\n",
      "Attack              70\n",
      "Defense             73\n",
      "Sp. Atk             95\n",
      "Sp. Def             90\n",
      "Speed               60\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 41, dtype: object\n",
      "42 #                 37\n",
      "Name          Vulpix\n",
      "Type 1          Fire\n",
      "Type 2           NaN\n",
      "HP                38\n",
      "Attack            41\n",
      "Defense           40\n",
      "Sp. Atk           50\n",
      "Sp. Def           65\n",
      "Speed             65\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 42, dtype: object\n",
      "43 #                    38\n",
      "Name          Ninetales\n",
      "Type 1             Fire\n",
      "Type 2              NaN\n",
      "HP                   73\n",
      "Attack               76\n",
      "Defense              75\n",
      "Sp. Atk              81\n",
      "Sp. Def             100\n",
      "Speed               100\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 43, dtype: object\n",
      "44 #                     39\n",
      "Name          Jigglypuff\n",
      "Type 1            Normal\n",
      "Type 2             Fairy\n",
      "HP                   115\n",
      "Attack                45\n",
      "Defense               20\n",
      "Sp. Atk               45\n",
      "Sp. Def               25\n",
      "Speed                 20\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 44, dtype: object\n",
      "45 #                     40\n",
      "Name          Wigglytuff\n",
      "Type 1            Normal\n",
      "Type 2             Fairy\n",
      "HP                   140\n",
      "Attack                70\n",
      "Defense               45\n",
      "Sp. Atk               85\n",
      "Sp. Def               50\n",
      "Speed                 45\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 45, dtype: object\n",
      "46 #                 41\n",
      "Name           Zubat\n",
      "Type 1        Poison\n",
      "Type 2        Flying\n",
      "HP                40\n",
      "Attack            45\n",
      "Defense           35\n",
      "Sp. Atk           30\n",
      "Sp. Def           40\n",
      "Speed             55\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 46, dtype: object\n",
      "47 #                 42\n",
      "Name          Golbat\n",
      "Type 1        Poison\n",
      "Type 2        Flying\n",
      "HP                75\n",
      "Attack            80\n",
      "Defense           70\n",
      "Sp. Atk           65\n",
      "Sp. Def           75\n",
      "Speed             90\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 47, dtype: object\n",
      "48 #                 43\n",
      "Name          Oddish\n",
      "Type 1         Grass\n",
      "Type 2        Poison\n",
      "HP                45\n",
      "Attack            50\n",
      "Defense           55\n",
      "Sp. Atk           75\n",
      "Sp. Def           65\n",
      "Speed             30\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 48, dtype: object\n",
      "49 #                 44\n",
      "Name           Gloom\n",
      "Type 1         Grass\n",
      "Type 2        Poison\n",
      "HP                60\n",
      "Attack            65\n",
      "Defense           70\n",
      "Sp. Atk           85\n",
      "Sp. Def           75\n",
      "Speed             40\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 49, dtype: object\n",
      "50 #                    45\n",
      "Name          Vileplume\n",
      "Type 1            Grass\n",
      "Type 2           Poison\n",
      "HP                   75\n",
      "Attack               80\n",
      "Defense              85\n",
      "Sp. Atk             110\n",
      "Sp. Def              90\n",
      "Speed                50\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 50, dtype: object\n",
      "51 #                46\n",
      "Name          Paras\n",
      "Type 1          Bug\n",
      "Type 2        Grass\n",
      "HP               35\n",
      "Attack           70\n",
      "Defense          55\n",
      "Sp. Atk          45\n",
      "Sp. Def          55\n",
      "Speed            25\n",
      "Generation        1\n",
      "Legendary     False\n",
      "Name: 51, dtype: object\n",
      "52 #                   47\n",
      "Name          Parasect\n",
      "Type 1             Bug\n",
      "Type 2           Grass\n",
      "HP                  60\n",
      "Attack              95\n",
      "Defense             80\n",
      "Sp. Atk             60\n",
      "Sp. Def             80\n",
      "Speed               30\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 52, dtype: object\n",
      "53 #                  48\n",
      "Name          Venonat\n",
      "Type 1            Bug\n",
      "Type 2         Poison\n",
      "HP                 60\n",
      "Attack             55\n",
      "Defense            50\n",
      "Sp. Atk            40\n",
      "Sp. Def            55\n",
      "Speed              45\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 53, dtype: object\n",
      "54 #                   49\n",
      "Name          Venomoth\n",
      "Type 1             Bug\n",
      "Type 2          Poison\n",
      "HP                  70\n",
      "Attack              65\n",
      "Defense             60\n",
      "Sp. Atk             90\n",
      "Sp. Def             75\n",
      "Speed               90\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 54, dtype: object\n",
      "55 #                  50\n",
      "Name          Diglett\n",
      "Type 1         Ground\n",
      "Type 2            NaN\n",
      "HP                 10\n",
      "Attack             55\n",
      "Defense            25\n",
      "Sp. Atk            35\n",
      "Sp. Def            45\n",
      "Speed              95\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 55, dtype: object\n",
      "56 #                  51\n",
      "Name          Dugtrio\n",
      "Type 1         Ground\n",
      "Type 2            NaN\n",
      "HP                 35\n",
      "Attack             80\n",
      "Defense            50\n",
      "Sp. Atk            50\n",
      "Sp. Def            70\n",
      "Speed             120\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 56, dtype: object\n",
      "57 #                 52\n",
      "Name          Meowth\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                40\n",
      "Attack            45\n",
      "Defense           35\n",
      "Sp. Atk           40\n",
      "Sp. Def           40\n",
      "Speed             90\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 57, dtype: object\n",
      "58 #                  53\n",
      "Name          Persian\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             70\n",
      "Defense            60\n",
      "Sp. Atk            65\n",
      "Sp. Def            65\n",
      "Speed             115\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 58, dtype: object\n",
      "59 #                  54\n",
      "Name          Psyduck\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             52\n",
      "Defense            48\n",
      "Sp. Atk            65\n",
      "Sp. Def            50\n",
      "Speed              55\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 59, dtype: object\n",
      "60 #                  55\n",
      "Name          Golduck\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 80\n",
      "Attack             82\n",
      "Defense            78\n",
      "Sp. Atk            95\n",
      "Sp. Def            80\n",
      "Speed              85\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 60, dtype: object\n",
      "61 #                   56\n",
      "Name            Mankey\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  40\n",
      "Attack              80\n",
      "Defense             35\n",
      "Sp. Atk             35\n",
      "Sp. Def             45\n",
      "Speed               70\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 61, dtype: object\n",
      "62 #                   57\n",
      "Name          Primeape\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  65\n",
      "Attack             105\n",
      "Defense             60\n",
      "Sp. Atk             60\n",
      "Sp. Def             70\n",
      "Speed               95\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 62, dtype: object\n",
      "63 #                    58\n",
      "Name          Growlithe\n",
      "Type 1             Fire\n",
      "Type 2              NaN\n",
      "HP                   55\n",
      "Attack               70\n",
      "Defense              45\n",
      "Sp. Atk              70\n",
      "Sp. Def              50\n",
      "Speed                60\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 63, dtype: object\n",
      "64 #                   59\n",
      "Name          Arcanine\n",
      "Type 1            Fire\n",
      "Type 2             NaN\n",
      "HP                  90\n",
      "Attack             110\n",
      "Defense             80\n",
      "Sp. Atk            100\n",
      "Sp. Def             80\n",
      "Speed               95\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 64, dtype: object\n",
      "65 #                  60\n",
      "Name          Poliwag\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 40\n",
      "Attack             50\n",
      "Defense            40\n",
      "Sp. Atk            40\n",
      "Sp. Def            40\n",
      "Speed              90\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 65, dtype: object\n",
      "66 #                    61\n",
      "Name          Poliwhirl\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                   65\n",
      "Attack               65\n",
      "Defense              65\n",
      "Sp. Atk              50\n",
      "Sp. Def              50\n",
      "Speed                90\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 66, dtype: object\n",
      "67 #                    62\n",
      "Name          Poliwrath\n",
      "Type 1            Water\n",
      "Type 2         Fighting\n",
      "HP                   90\n",
      "Attack               95\n",
      "Defense              95\n",
      "Sp. Atk              70\n",
      "Sp. Def              90\n",
      "Speed                70\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 67, dtype: object\n",
      "68 #                  63\n",
      "Name             Abra\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 25\n",
      "Attack             20\n",
      "Defense            15\n",
      "Sp. Atk           105\n",
      "Sp. Def            55\n",
      "Speed              90\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 68, dtype: object\n",
      "69 #                  64\n",
      "Name          Kadabra\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 40\n",
      "Attack             35\n",
      "Defense            30\n",
      "Sp. Atk           120\n",
      "Sp. Def            70\n",
      "Speed             105\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 69, dtype: object\n",
      "70 #                   65\n",
      "Name          Alakazam\n",
      "Type 1         Psychic\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              50\n",
      "Defense             45\n",
      "Sp. Atk            135\n",
      "Sp. Def             95\n",
      "Speed              120\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 70, dtype: object\n",
      "71 #                                65\n",
      "Name          AlakazamMega Alakazam\n",
      "Type 1                      Psychic\n",
      "Type 2                          NaN\n",
      "HP                               55\n",
      "Attack                           50\n",
      "Defense                          65\n",
      "Sp. Atk                         175\n",
      "Sp. Def                          95\n",
      "Speed                           150\n",
      "Generation                        1\n",
      "Legendary                     False\n",
      "Name: 71, dtype: object\n",
      "72 #                   66\n",
      "Name            Machop\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              80\n",
      "Defense             50\n",
      "Sp. Atk             35\n",
      "Sp. Def             35\n",
      "Speed               35\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 72, dtype: object\n",
      "73 #                   67\n",
      "Name           Machoke\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  80\n",
      "Attack             100\n",
      "Defense             70\n",
      "Sp. Atk             50\n",
      "Sp. Def             60\n",
      "Speed               45\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 73, dtype: object\n",
      "74 #                   68\n",
      "Name           Machamp\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  90\n",
      "Attack             130\n",
      "Defense             80\n",
      "Sp. Atk             65\n",
      "Sp. Def             85\n",
      "Speed               55\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 74, dtype: object\n",
      "75 #                     69\n",
      "Name          Bellsprout\n",
      "Type 1             Grass\n",
      "Type 2            Poison\n",
      "HP                    50\n",
      "Attack                75\n",
      "Defense               35\n",
      "Sp. Atk               70\n",
      "Sp. Def               30\n",
      "Speed                 40\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 75, dtype: object\n",
      "76 #                     70\n",
      "Name          Weepinbell\n",
      "Type 1             Grass\n",
      "Type 2            Poison\n",
      "HP                    65\n",
      "Attack                90\n",
      "Defense               50\n",
      "Sp. Atk               85\n",
      "Sp. Def               45\n",
      "Speed                 55\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 76, dtype: object\n",
      "77 #                     71\n",
      "Name          Victreebel\n",
      "Type 1             Grass\n",
      "Type 2            Poison\n",
      "HP                    80\n",
      "Attack               105\n",
      "Defense               65\n",
      "Sp. Atk              100\n",
      "Sp. Def               70\n",
      "Speed                 70\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 77, dtype: object\n",
      "78 #                    72\n",
      "Name          Tentacool\n",
      "Type 1            Water\n",
      "Type 2           Poison\n",
      "HP                   40\n",
      "Attack               40\n",
      "Defense              35\n",
      "Sp. Atk              50\n",
      "Sp. Def             100\n",
      "Speed                70\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 78, dtype: object\n",
      "79 #                     73\n",
      "Name          Tentacruel\n",
      "Type 1             Water\n",
      "Type 2            Poison\n",
      "HP                    80\n",
      "Attack                70\n",
      "Defense               65\n",
      "Sp. Atk               80\n",
      "Sp. Def              120\n",
      "Speed                100\n",
      "Generation             1\n",
      "Legendary          False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: 79, dtype: object\n",
      "80 #                  74\n",
      "Name          Geodude\n",
      "Type 1           Rock\n",
      "Type 2         Ground\n",
      "HP                 40\n",
      "Attack             80\n",
      "Defense           100\n",
      "Sp. Atk            30\n",
      "Sp. Def            30\n",
      "Speed              20\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 80, dtype: object\n",
      "81 #                   75\n",
      "Name          Graveler\n",
      "Type 1            Rock\n",
      "Type 2          Ground\n",
      "HP                  55\n",
      "Attack              95\n",
      "Defense            115\n",
      "Sp. Atk             45\n",
      "Sp. Def             45\n",
      "Speed               35\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 81, dtype: object\n",
      "82 #                 76\n",
      "Name           Golem\n",
      "Type 1          Rock\n",
      "Type 2        Ground\n",
      "HP                80\n",
      "Attack           120\n",
      "Defense          130\n",
      "Sp. Atk           55\n",
      "Sp. Def           65\n",
      "Speed             45\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 82, dtype: object\n",
      "83 #                 77\n",
      "Name          Ponyta\n",
      "Type 1          Fire\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            85\n",
      "Defense           55\n",
      "Sp. Atk           65\n",
      "Sp. Def           65\n",
      "Speed             90\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 83, dtype: object\n",
      "84 #                   78\n",
      "Name          Rapidash\n",
      "Type 1            Fire\n",
      "Type 2             NaN\n",
      "HP                  65\n",
      "Attack             100\n",
      "Defense             70\n",
      "Sp. Atk             80\n",
      "Sp. Def             80\n",
      "Speed              105\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 84, dtype: object\n",
      "85 #                   79\n",
      "Name          Slowpoke\n",
      "Type 1           Water\n",
      "Type 2         Psychic\n",
      "HP                  90\n",
      "Attack              65\n",
      "Defense             65\n",
      "Sp. Atk             40\n",
      "Sp. Def             40\n",
      "Speed               15\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 85, dtype: object\n",
      "86 #                  80\n",
      "Name          Slowbro\n",
      "Type 1          Water\n",
      "Type 2        Psychic\n",
      "HP                 95\n",
      "Attack             75\n",
      "Defense           110\n",
      "Sp. Atk           100\n",
      "Sp. Def            80\n",
      "Speed              30\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 86, dtype: object\n",
      "87 #                              80\n",
      "Name          SlowbroMega Slowbro\n",
      "Type 1                      Water\n",
      "Type 2                    Psychic\n",
      "HP                             95\n",
      "Attack                         75\n",
      "Defense                       180\n",
      "Sp. Atk                       130\n",
      "Sp. Def                        80\n",
      "Speed                          30\n",
      "Generation                      1\n",
      "Legendary                   False\n",
      "Name: 87, dtype: object\n",
      "88 #                    81\n",
      "Name          Magnemite\n",
      "Type 1         Electric\n",
      "Type 2            Steel\n",
      "HP                   25\n",
      "Attack               35\n",
      "Defense              70\n",
      "Sp. Atk              95\n",
      "Sp. Def              55\n",
      "Speed                45\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 88, dtype: object\n",
      "89 #                   82\n",
      "Name          Magneton\n",
      "Type 1        Electric\n",
      "Type 2           Steel\n",
      "HP                  50\n",
      "Attack              60\n",
      "Defense             95\n",
      "Sp. Atk            120\n",
      "Sp. Def             70\n",
      "Speed               70\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 89, dtype: object\n",
      "90 #                     83\n",
      "Name          Farfetch'd\n",
      "Type 1            Normal\n",
      "Type 2            Flying\n",
      "HP                    52\n",
      "Attack                65\n",
      "Defense               55\n",
      "Sp. Atk               58\n",
      "Sp. Def               62\n",
      "Speed                 60\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 90, dtype: object\n",
      "91 #                 84\n",
      "Name           Doduo\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                35\n",
      "Attack            85\n",
      "Defense           45\n",
      "Sp. Atk           35\n",
      "Sp. Def           35\n",
      "Speed             75\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 91, dtype: object\n",
      "92 #                 85\n",
      "Name          Dodrio\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                60\n",
      "Attack           110\n",
      "Defense           70\n",
      "Sp. Atk           60\n",
      "Sp. Def           60\n",
      "Speed            100\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 92, dtype: object\n",
      "93 #                86\n",
      "Name           Seel\n",
      "Type 1        Water\n",
      "Type 2          NaN\n",
      "HP               65\n",
      "Attack           45\n",
      "Defense          55\n",
      "Sp. Atk          45\n",
      "Sp. Def          70\n",
      "Speed            45\n",
      "Generation        1\n",
      "Legendary     False\n",
      "Name: 93, dtype: object\n",
      "94 #                  87\n",
      "Name          Dewgong\n",
      "Type 1          Water\n",
      "Type 2            Ice\n",
      "HP                 90\n",
      "Attack             70\n",
      "Defense            80\n",
      "Sp. Atk            70\n",
      "Sp. Def            95\n",
      "Speed              70\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 94, dtype: object\n",
      "95 #                 88\n",
      "Name          Grimer\n",
      "Type 1        Poison\n",
      "Type 2           NaN\n",
      "HP                80\n",
      "Attack            80\n",
      "Defense           50\n",
      "Sp. Atk           40\n",
      "Sp. Def           50\n",
      "Speed             25\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 95, dtype: object\n",
      "96 #                 89\n",
      "Name             Muk\n",
      "Type 1        Poison\n",
      "Type 2           NaN\n",
      "HP               105\n",
      "Attack           105\n",
      "Defense           75\n",
      "Sp. Atk           65\n",
      "Sp. Def          100\n",
      "Speed             50\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 96, dtype: object\n",
      "97 #                   90\n",
      "Name          Shellder\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  30\n",
      "Attack              65\n",
      "Defense            100\n",
      "Sp. Atk             45\n",
      "Sp. Def             25\n",
      "Speed               40\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 97, dtype: object\n",
      "98 #                   91\n",
      "Name          Cloyster\n",
      "Type 1           Water\n",
      "Type 2             Ice\n",
      "HP                  50\n",
      "Attack              95\n",
      "Defense            180\n",
      "Sp. Atk             85\n",
      "Sp. Def             45\n",
      "Speed               70\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 98, dtype: object\n",
      "99 #                 92\n",
      "Name          Gastly\n",
      "Type 1         Ghost\n",
      "Type 2        Poison\n",
      "HP                30\n",
      "Attack            35\n",
      "Defense           30\n",
      "Sp. Atk          100\n",
      "Sp. Def           35\n",
      "Speed             80\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 99, dtype: object\n",
      "100 #                  93\n",
      "Name          Haunter\n",
      "Type 1          Ghost\n",
      "Type 2         Poison\n",
      "HP                 45\n",
      "Attack             50\n",
      "Defense            45\n",
      "Sp. Atk           115\n",
      "Sp. Def            55\n",
      "Speed              95\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 100, dtype: object\n",
      "101 #                 94\n",
      "Name          Gengar\n",
      "Type 1         Ghost\n",
      "Type 2        Poison\n",
      "HP                60\n",
      "Attack            65\n",
      "Defense           60\n",
      "Sp. Atk          130\n",
      "Sp. Def           75\n",
      "Speed            110\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 101, dtype: object\n",
      "102 #                            94\n",
      "Name          GengarMega Gengar\n",
      "Type 1                    Ghost\n",
      "Type 2                   Poison\n",
      "HP                           60\n",
      "Attack                       65\n",
      "Defense                      80\n",
      "Sp. Atk                     170\n",
      "Sp. Def                      95\n",
      "Speed                       130\n",
      "Generation                    1\n",
      "Legendary                 False\n",
      "Name: 102, dtype: object\n",
      "103 #                 95\n",
      "Name            Onix\n",
      "Type 1          Rock\n",
      "Type 2        Ground\n",
      "HP                35\n",
      "Attack            45\n",
      "Defense          160\n",
      "Sp. Atk           30\n",
      "Sp. Def           45\n",
      "Speed             70\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 103, dtype: object\n",
      "104 #                  96\n",
      "Name          Drowzee\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             48\n",
      "Defense            45\n",
      "Sp. Atk            43\n",
      "Sp. Def            90\n",
      "Speed              42\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 104, dtype: object\n",
      "105 #                  97\n",
      "Name            Hypno\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 85\n",
      "Attack             73\n",
      "Defense            70\n",
      "Sp. Atk            73\n",
      "Sp. Def           115\n",
      "Speed              67\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 105, dtype: object\n",
      "106 #                 98\n",
      "Name          Krabby\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                30\n",
      "Attack           105\n",
      "Defense           90\n",
      "Sp. Atk           25\n",
      "Sp. Def           25\n",
      "Speed             50\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 106, dtype: object\n",
      "107 #                  99\n",
      "Name          Kingler\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 55\n",
      "Attack            130\n",
      "Defense           115\n",
      "Sp. Atk            50\n",
      "Sp. Def            50\n",
      "Speed              75\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 107, dtype: object\n",
      "108 #                  100\n",
      "Name           Voltorb\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  40\n",
      "Attack              30\n",
      "Defense             50\n",
      "Sp. Atk             55\n",
      "Sp. Def             55\n",
      "Speed              100\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 108, dtype: object\n",
      "109 #                   101\n",
      "Name          Electrode\n",
      "Type 1         Electric\n",
      "Type 2              NaN\n",
      "HP                   60\n",
      "Attack               50\n",
      "Defense              70\n",
      "Sp. Atk              80\n",
      "Sp. Def              80\n",
      "Speed               140\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 109, dtype: object\n",
      "110 #                   102\n",
      "Name          Exeggcute\n",
      "Type 1            Grass\n",
      "Type 2          Psychic\n",
      "HP                   60\n",
      "Attack               40\n",
      "Defense              80\n",
      "Sp. Atk              60\n",
      "Sp. Def              45\n",
      "Speed                40\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 110, dtype: object\n",
      "111 #                   103\n",
      "Name          Exeggutor\n",
      "Type 1            Grass\n",
      "Type 2          Psychic\n",
      "HP                   95\n",
      "Attack               95\n",
      "Defense              85\n",
      "Sp. Atk             125\n",
      "Sp. Def              65\n",
      "Speed                55\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 111, dtype: object\n",
      "112 #                104\n",
      "Name          Cubone\n",
      "Type 1        Ground\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            50\n",
      "Defense           95\n",
      "Sp. Atk           40\n",
      "Sp. Def           50\n",
      "Speed             35\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 112, dtype: object\n",
      "113 #                 105\n",
      "Name          Marowak\n",
      "Type 1         Ground\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             80\n",
      "Defense           110\n",
      "Sp. Atk            50\n",
      "Sp. Def            80\n",
      "Speed              45\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 113, dtype: object\n",
      "114 #                   106\n",
      "Name          Hitmonlee\n",
      "Type 1         Fighting\n",
      "Type 2              NaN\n",
      "HP                   50\n",
      "Attack              120\n",
      "Defense              53\n",
      "Sp. Atk              35\n",
      "Sp. Def             110\n",
      "Speed                87\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 114, dtype: object\n",
      "115 #                    107\n",
      "Name          Hitmonchan\n",
      "Type 1          Fighting\n",
      "Type 2               NaN\n",
      "HP                    50\n",
      "Attack               105\n",
      "Defense               79\n",
      "Sp. Atk               35\n",
      "Sp. Def              110\n",
      "Speed                 76\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 115, dtype: object\n",
      "116 #                   108\n",
      "Name          Lickitung\n",
      "Type 1           Normal\n",
      "Type 2              NaN\n",
      "HP                   90\n",
      "Attack               55\n",
      "Defense              75\n",
      "Sp. Atk              60\n",
      "Sp. Def              75\n",
      "Speed                30\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 116, dtype: object\n",
      "117 #                 109\n",
      "Name          Koffing\n",
      "Type 1         Poison\n",
      "Type 2            NaN\n",
      "HP                 40\n",
      "Attack             65\n",
      "Defense            95\n",
      "Sp. Atk            60\n",
      "Sp. Def            45\n",
      "Speed              35\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 117, dtype: object\n",
      "118 #                 110\n",
      "Name          Weezing\n",
      "Type 1         Poison\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             90\n",
      "Defense           120\n",
      "Sp. Atk            85\n",
      "Sp. Def            70\n",
      "Speed              60\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 118, dtype: object\n",
      "119 #                 111\n",
      "Name          Rhyhorn\n",
      "Type 1         Ground\n",
      "Type 2           Rock\n",
      "HP                 80\n",
      "Attack             85\n",
      "Defense            95\n",
      "Sp. Atk            30\n",
      "Sp. Def            30\n",
      "Speed              25\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 119, dtype: object\n",
      "120 #                112\n",
      "Name          Rhydon\n",
      "Type 1        Ground\n",
      "Type 2          Rock\n",
      "HP               105\n",
      "Attack           130\n",
      "Defense          120\n",
      "Sp. Atk           45\n",
      "Sp. Def           45\n",
      "Speed             40\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 120, dtype: object\n",
      "121 #                 113\n",
      "Name          Chansey\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                250\n",
      "Attack              5\n",
      "Defense             5\n",
      "Sp. Atk            35\n",
      "Sp. Def           105\n",
      "Speed              50\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 121, dtype: object\n",
      "122 #                 114\n",
      "Name          Tangela\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             55\n",
      "Defense           115\n",
      "Sp. Atk           100\n",
      "Sp. Def            40\n",
      "Speed              60\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 122, dtype: object\n",
      "123 #                    115\n",
      "Name          Kangaskhan\n",
      "Type 1            Normal\n",
      "Type 2               NaN\n",
      "HP                   105\n",
      "Attack                95\n",
      "Defense               80\n",
      "Sp. Atk               40\n",
      "Sp. Def               80\n",
      "Speed                 90\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 123, dtype: object\n",
      "124 #                                   115\n",
      "Name          KangaskhanMega Kangaskhan\n",
      "Type 1                           Normal\n",
      "Type 2                              NaN\n",
      "HP                                  105\n",
      "Attack                              125\n",
      "Defense                             100\n",
      "Sp. Atk                              60\n",
      "Sp. Def                             100\n",
      "Speed                               100\n",
      "Generation                            1\n",
      "Legendary                         False\n",
      "Name: 124, dtype: object\n",
      "125 #                116\n",
      "Name          Horsea\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                30\n",
      "Attack            40\n",
      "Defense           70\n",
      "Sp. Atk           70\n",
      "Sp. Def           25\n",
      "Speed             60\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 125, dtype: object\n",
      "126 #                117\n",
      "Name          Seadra\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                55\n",
      "Attack            65\n",
      "Defense           95\n",
      "Sp. Atk           95\n",
      "Sp. Def           45\n",
      "Speed             85\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 126, dtype: object\n",
      "127 #                 118\n",
      "Name          Goldeen\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 45\n",
      "Attack             67\n",
      "Defense            60\n",
      "Sp. Atk            35\n",
      "Sp. Def            50\n",
      "Speed              63\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 127, dtype: object\n",
      "128 #                 119\n",
      "Name          Seaking\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 80\n",
      "Attack             92\n",
      "Defense            65\n",
      "Sp. Atk            65\n",
      "Sp. Def            80\n",
      "Speed              68\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 128, dtype: object\n",
      "129 #                120\n",
      "Name          Staryu\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                30\n",
      "Attack            45\n",
      "Defense           55\n",
      "Sp. Atk           70\n",
      "Sp. Def           55\n",
      "Speed             85\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 129, dtype: object\n",
      "130 #                 121\n",
      "Name          Starmie\n",
      "Type 1          Water\n",
      "Type 2        Psychic\n",
      "HP                 60\n",
      "Attack             75\n",
      "Defense            85\n",
      "Sp. Atk           100\n",
      "Sp. Def            85\n",
      "Speed             115\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 130, dtype: object\n",
      "131 #                  122\n",
      "Name          Mr. Mime\n",
      "Type 1         Psychic\n",
      "Type 2           Fairy\n",
      "HP                  40\n",
      "Attack              45\n",
      "Defense             65\n",
      "Sp. Atk            100\n",
      "Sp. Def            120\n",
      "Speed               90\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 131, dtype: object\n",
      "132 #                 123\n",
      "Name          Scyther\n",
      "Type 1            Bug\n",
      "Type 2         Flying\n",
      "HP                 70\n",
      "Attack            110\n",
      "Defense            80\n",
      "Sp. Atk            55\n",
      "Sp. Def            80\n",
      "Speed             105\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 132, dtype: object\n",
      "133 #                 124\n",
      "Name             Jynx\n",
      "Type 1            Ice\n",
      "Type 2        Psychic\n",
      "HP                 65\n",
      "Attack             50\n",
      "Defense            35\n",
      "Sp. Atk           115\n",
      "Sp. Def            95\n",
      "Speed              95\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 133, dtype: object\n",
      "134 #                    125\n",
      "Name          Electabuzz\n",
      "Type 1          Electric\n",
      "Type 2               NaN\n",
      "HP                    65\n",
      "Attack                83\n",
      "Defense               57\n",
      "Sp. Atk               95\n",
      "Sp. Def               85\n",
      "Speed                105\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 134, dtype: object\n",
      "135 #                126\n",
      "Name          Magmar\n",
      "Type 1          Fire\n",
      "Type 2           NaN\n",
      "HP                65\n",
      "Attack            95\n",
      "Defense           57\n",
      "Sp. Atk          100\n",
      "Sp. Def           85\n",
      "Speed             93\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 135, dtype: object\n",
      "136 #                127\n",
      "Name          Pinsir\n",
      "Type 1           Bug\n",
      "Type 2           NaN\n",
      "HP                65\n",
      "Attack           125\n",
      "Defense          100\n",
      "Sp. Atk           55\n",
      "Sp. Def           70\n",
      "Speed             85\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 136, dtype: object\n",
      "137 #                           127\n",
      "Name          PinsirMega Pinsir\n",
      "Type 1                      Bug\n",
      "Type 2                   Flying\n",
      "HP                           65\n",
      "Attack                      155\n",
      "Defense                     120\n",
      "Sp. Atk                      65\n",
      "Sp. Def                      90\n",
      "Speed                       105\n",
      "Generation                    1\n",
      "Legendary                 False\n",
      "Name: 137, dtype: object\n",
      "138 #                128\n",
      "Name          Tauros\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                75\n",
      "Attack           100\n",
      "Defense           95\n",
      "Sp. Atk           40\n",
      "Sp. Def           70\n",
      "Speed            110\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 138, dtype: object\n",
      "139 #                  129\n",
      "Name          Magikarp\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  20\n",
      "Attack              10\n",
      "Defense             55\n",
      "Sp. Atk             15\n",
      "Sp. Def             20\n",
      "Speed               80\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 139, dtype: object\n",
      "140 #                  130\n",
      "Name          Gyarados\n",
      "Type 1           Water\n",
      "Type 2          Flying\n",
      "HP                  95\n",
      "Attack             125\n",
      "Defense             79\n",
      "Sp. Atk             60\n",
      "Sp. Def            100\n",
      "Speed               81\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 140, dtype: object\n",
      "141 #                               130\n",
      "Name          GyaradosMega Gyarados\n",
      "Type 1                        Water\n",
      "Type 2                         Dark\n",
      "HP                               95\n",
      "Attack                          155\n",
      "Defense                         109\n",
      "Sp. Atk                          70\n",
      "Sp. Def                         130\n",
      "Speed                            81\n",
      "Generation                        1\n",
      "Legendary                     False\n",
      "Name: 141, dtype: object\n",
      "142 #                131\n",
      "Name          Lapras\n",
      "Type 1         Water\n",
      "Type 2           Ice\n",
      "HP               130\n",
      "Attack            85\n",
      "Defense           80\n",
      "Sp. Atk           85\n",
      "Sp. Def           95\n",
      "Speed             60\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 142, dtype: object\n",
      "143 #                132\n",
      "Name           Ditto\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                48\n",
      "Attack            48\n",
      "Defense           48\n",
      "Sp. Atk           48\n",
      "Sp. Def           48\n",
      "Speed             48\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 143, dtype: object\n",
      "144 #                133\n",
      "Name           Eevee\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                55\n",
      "Attack            55\n",
      "Defense           50\n",
      "Sp. Atk           45\n",
      "Sp. Def           65\n",
      "Speed             55\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 144, dtype: object\n",
      "145 #                  134\n",
      "Name          Vaporeon\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                 130\n",
      "Attack              65\n",
      "Defense             60\n",
      "Sp. Atk            110\n",
      "Sp. Def             95\n",
      "Speed               65\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 145, dtype: object\n",
      "146 #                  135\n",
      "Name           Jolteon\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  65\n",
      "Attack              65\n",
      "Defense             60\n",
      "Sp. Atk            110\n",
      "Sp. Def             95\n",
      "Speed              130\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 146, dtype: object\n",
      "147 #                 136\n",
      "Name          Flareon\n",
      "Type 1           Fire\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack            130\n",
      "Defense            60\n",
      "Sp. Atk            95\n",
      "Sp. Def           110\n",
      "Speed              65\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 147, dtype: object\n",
      "148 #                 137\n",
      "Name          Porygon\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             60\n",
      "Defense            70\n",
      "Sp. Atk            85\n",
      "Sp. Def            75\n",
      "Speed              40\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 148, dtype: object\n",
      "149 #                 138\n",
      "Name          Omanyte\n",
      "Type 1           Rock\n",
      "Type 2          Water\n",
      "HP                 35\n",
      "Attack             40\n",
      "Defense           100\n",
      "Sp. Atk            90\n",
      "Sp. Def            55\n",
      "Speed              35\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 149, dtype: object\n",
      "150 #                 139\n",
      "Name          Omastar\n",
      "Type 1           Rock\n",
      "Type 2          Water\n",
      "HP                 70\n",
      "Attack             60\n",
      "Defense           125\n",
      "Sp. Atk           115\n",
      "Sp. Def            70\n",
      "Speed              55\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 150, dtype: object\n",
      "151 #                140\n",
      "Name          Kabuto\n",
      "Type 1          Rock\n",
      "Type 2         Water\n",
      "HP                30\n",
      "Attack            80\n",
      "Defense           90\n",
      "Sp. Atk           55\n",
      "Sp. Def           45\n",
      "Speed             55\n",
      "Generation         1\n",
      "Legendary      False\n",
      "Name: 151, dtype: object\n",
      "152 #                  141\n",
      "Name          Kabutops\n",
      "Type 1            Rock\n",
      "Type 2           Water\n",
      "HP                  60\n",
      "Attack             115\n",
      "Defense            105\n",
      "Sp. Atk             65\n",
      "Sp. Def             70\n",
      "Speed               80\n",
      "Generation           1\n",
      "Legendary        False\n",
      "Name: 152, dtype: object\n",
      "153 #                    142\n",
      "Name          Aerodactyl\n",
      "Type 1              Rock\n",
      "Type 2            Flying\n",
      "HP                    80\n",
      "Attack               105\n",
      "Defense               65\n",
      "Sp. Atk               60\n",
      "Sp. Def               75\n",
      "Speed                130\n",
      "Generation             1\n",
      "Legendary          False\n",
      "Name: 153, dtype: object\n",
      "154 #                                   142\n",
      "Name          AerodactylMega Aerodactyl\n",
      "Type 1                             Rock\n",
      "Type 2                           Flying\n",
      "HP                                   80\n",
      "Attack                              135\n",
      "Defense                              85\n",
      "Sp. Atk                              70\n",
      "Sp. Def                              95\n",
      "Speed                               150\n",
      "Generation                            1\n",
      "Legendary                         False\n",
      "Name: 154, dtype: object\n",
      "155 #                 143\n",
      "Name          Snorlax\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                160\n",
      "Attack            110\n",
      "Defense            65\n",
      "Sp. Atk            65\n",
      "Sp. Def           110\n",
      "Speed              30\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 155, dtype: object\n",
      "156 #                  144\n",
      "Name          Articuno\n",
      "Type 1             Ice\n",
      "Type 2          Flying\n",
      "HP                  90\n",
      "Attack              85\n",
      "Defense            100\n",
      "Sp. Atk             95\n",
      "Sp. Def            125\n",
      "Speed               85\n",
      "Generation           1\n",
      "Legendary         True\n",
      "Name: 156, dtype: object\n",
      "157 #                  145\n",
      "Name            Zapdos\n",
      "Type 1        Electric\n",
      "Type 2          Flying\n",
      "HP                  90\n",
      "Attack              90\n",
      "Defense             85\n",
      "Sp. Atk            125\n",
      "Sp. Def             90\n",
      "Speed              100\n",
      "Generation           1\n",
      "Legendary         True\n",
      "Name: 157, dtype: object\n",
      "158 #                 146\n",
      "Name          Moltres\n",
      "Type 1           Fire\n",
      "Type 2         Flying\n",
      "HP                 90\n",
      "Attack            100\n",
      "Defense            90\n",
      "Sp. Atk           125\n",
      "Sp. Def            85\n",
      "Speed              90\n",
      "Generation          1\n",
      "Legendary        True\n",
      "Name: 158, dtype: object\n",
      "159 #                 147\n",
      "Name          Dratini\n",
      "Type 1         Dragon\n",
      "Type 2            NaN\n",
      "HP                 41\n",
      "Attack             64\n",
      "Defense            45\n",
      "Sp. Atk            50\n",
      "Sp. Def            50\n",
      "Speed              50\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 159, dtype: object\n",
      "160 #                   148\n",
      "Name          Dragonair\n",
      "Type 1           Dragon\n",
      "Type 2              NaN\n",
      "HP                   61\n",
      "Attack               84\n",
      "Defense              65\n",
      "Sp. Atk              70\n",
      "Sp. Def              70\n",
      "Speed                70\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 160, dtype: object\n",
      "161 #                   149\n",
      "Name          Dragonite\n",
      "Type 1           Dragon\n",
      "Type 2           Flying\n",
      "HP                   91\n",
      "Attack              134\n",
      "Defense              95\n",
      "Sp. Atk             100\n",
      "Sp. Def             100\n",
      "Speed                80\n",
      "Generation            1\n",
      "Legendary         False\n",
      "Name: 161, dtype: object\n",
      "162 #                 150\n",
      "Name           Mewtwo\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                106\n",
      "Attack            110\n",
      "Defense            90\n",
      "Sp. Atk           154\n",
      "Sp. Def            90\n",
      "Speed             130\n",
      "Generation          1\n",
      "Legendary        True\n",
      "Name: 162, dtype: object\n",
      "163 #                             150\n",
      "Name          MewtwoMega Mewtwo X\n",
      "Type 1                    Psychic\n",
      "Type 2                   Fighting\n",
      "HP                            106\n",
      "Attack                        190\n",
      "Defense                       100\n",
      "Sp. Atk                       154\n",
      "Sp. Def                       100\n",
      "Speed                         130\n",
      "Generation                      1\n",
      "Legendary                    True\n",
      "Name: 163, dtype: object\n",
      "164 #                             150\n",
      "Name          MewtwoMega Mewtwo Y\n",
      "Type 1                    Psychic\n",
      "Type 2                        NaN\n",
      "HP                            106\n",
      "Attack                        150\n",
      "Defense                        70\n",
      "Sp. Atk                       194\n",
      "Sp. Def                       120\n",
      "Speed                         140\n",
      "Generation                      1\n",
      "Legendary                    True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: 164, dtype: object\n",
      "165 #                 151\n",
      "Name              Mew\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                100\n",
      "Attack            100\n",
      "Defense           100\n",
      "Sp. Atk           100\n",
      "Sp. Def           100\n",
      "Speed             100\n",
      "Generation          1\n",
      "Legendary       False\n",
      "Name: 165, dtype: object\n",
      "166 #                   152\n",
      "Name          Chikorita\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                   45\n",
      "Attack               49\n",
      "Defense              65\n",
      "Sp. Atk              49\n",
      "Sp. Def              65\n",
      "Speed                45\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 166, dtype: object\n",
      "167 #                 153\n",
      "Name          Bayleef\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             62\n",
      "Defense            80\n",
      "Sp. Atk            63\n",
      "Sp. Def            80\n",
      "Speed              60\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 167, dtype: object\n",
      "168 #                  154\n",
      "Name          Meganium\n",
      "Type 1           Grass\n",
      "Type 2             NaN\n",
      "HP                  80\n",
      "Attack              82\n",
      "Defense            100\n",
      "Sp. Atk             83\n",
      "Sp. Def            100\n",
      "Speed               80\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 168, dtype: object\n",
      "169 #                   155\n",
      "Name          Cyndaquil\n",
      "Type 1             Fire\n",
      "Type 2              NaN\n",
      "HP                   39\n",
      "Attack               52\n",
      "Defense              43\n",
      "Sp. Atk              60\n",
      "Sp. Def              50\n",
      "Speed                65\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 169, dtype: object\n",
      "170 #                 156\n",
      "Name          Quilava\n",
      "Type 1           Fire\n",
      "Type 2            NaN\n",
      "HP                 58\n",
      "Attack             64\n",
      "Defense            58\n",
      "Sp. Atk            80\n",
      "Sp. Def            65\n",
      "Speed              80\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 170, dtype: object\n",
      "171 #                    157\n",
      "Name          Typhlosion\n",
      "Type 1              Fire\n",
      "Type 2               NaN\n",
      "HP                    78\n",
      "Attack                84\n",
      "Defense               78\n",
      "Sp. Atk              109\n",
      "Sp. Def               85\n",
      "Speed                100\n",
      "Generation             2\n",
      "Legendary          False\n",
      "Name: 171, dtype: object\n",
      "172 #                  158\n",
      "Name          Totodile\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  50\n",
      "Attack              65\n",
      "Defense             64\n",
      "Sp. Atk             44\n",
      "Sp. Def             48\n",
      "Speed               43\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 172, dtype: object\n",
      "173 #                  159\n",
      "Name          Croconaw\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  65\n",
      "Attack              80\n",
      "Defense             80\n",
      "Sp. Atk             59\n",
      "Sp. Def             63\n",
      "Speed               58\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 173, dtype: object\n",
      "174 #                    160\n",
      "Name          Feraligatr\n",
      "Type 1             Water\n",
      "Type 2               NaN\n",
      "HP                    85\n",
      "Attack               105\n",
      "Defense              100\n",
      "Sp. Atk               79\n",
      "Sp. Def               83\n",
      "Speed                 78\n",
      "Generation             2\n",
      "Legendary          False\n",
      "Name: 174, dtype: object\n",
      "175 #                 161\n",
      "Name          Sentret\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 35\n",
      "Attack             46\n",
      "Defense            34\n",
      "Sp. Atk            35\n",
      "Sp. Def            45\n",
      "Speed              20\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 175, dtype: object\n",
      "176 #                162\n",
      "Name          Furret\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                85\n",
      "Attack            76\n",
      "Defense           64\n",
      "Sp. Atk           45\n",
      "Sp. Def           55\n",
      "Speed             90\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 176, dtype: object\n",
      "177 #                  163\n",
      "Name          Hoothoot\n",
      "Type 1          Normal\n",
      "Type 2          Flying\n",
      "HP                  60\n",
      "Attack              30\n",
      "Defense             30\n",
      "Sp. Atk             36\n",
      "Sp. Def             56\n",
      "Speed               50\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 177, dtype: object\n",
      "178 #                 164\n",
      "Name          Noctowl\n",
      "Type 1         Normal\n",
      "Type 2         Flying\n",
      "HP                100\n",
      "Attack             50\n",
      "Defense            50\n",
      "Sp. Atk            76\n",
      "Sp. Def            96\n",
      "Speed              70\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 178, dtype: object\n",
      "179 #                165\n",
      "Name          Ledyba\n",
      "Type 1           Bug\n",
      "Type 2        Flying\n",
      "HP                40\n",
      "Attack            20\n",
      "Defense           30\n",
      "Sp. Atk           40\n",
      "Sp. Def           80\n",
      "Speed             55\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 179, dtype: object\n",
      "180 #                166\n",
      "Name          Ledian\n",
      "Type 1           Bug\n",
      "Type 2        Flying\n",
      "HP                55\n",
      "Attack            35\n",
      "Defense           50\n",
      "Sp. Atk           55\n",
      "Sp. Def          110\n",
      "Speed             85\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 180, dtype: object\n",
      "181 #                  167\n",
      "Name          Spinarak\n",
      "Type 1             Bug\n",
      "Type 2          Poison\n",
      "HP                  40\n",
      "Attack              60\n",
      "Defense             40\n",
      "Sp. Atk             40\n",
      "Sp. Def             40\n",
      "Speed               30\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 181, dtype: object\n",
      "182 #                 168\n",
      "Name          Ariados\n",
      "Type 1            Bug\n",
      "Type 2         Poison\n",
      "HP                 70\n",
      "Attack             90\n",
      "Defense            70\n",
      "Sp. Atk            60\n",
      "Sp. Def            60\n",
      "Speed              40\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 182, dtype: object\n",
      "183 #                169\n",
      "Name          Crobat\n",
      "Type 1        Poison\n",
      "Type 2        Flying\n",
      "HP                85\n",
      "Attack            90\n",
      "Defense           80\n",
      "Sp. Atk           70\n",
      "Sp. Def           80\n",
      "Speed            130\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 183, dtype: object\n",
      "184 #                  170\n",
      "Name          Chinchou\n",
      "Type 1           Water\n",
      "Type 2        Electric\n",
      "HP                  75\n",
      "Attack              38\n",
      "Defense             38\n",
      "Sp. Atk             56\n",
      "Sp. Def             56\n",
      "Speed               67\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 184, dtype: object\n",
      "185 #                  171\n",
      "Name           Lanturn\n",
      "Type 1           Water\n",
      "Type 2        Electric\n",
      "HP                 125\n",
      "Attack              58\n",
      "Defense             58\n",
      "Sp. Atk             76\n",
      "Sp. Def             76\n",
      "Speed               67\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 185, dtype: object\n",
      "186 #                  172\n",
      "Name             Pichu\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  20\n",
      "Attack              40\n",
      "Defense             15\n",
      "Sp. Atk             35\n",
      "Sp. Def             35\n",
      "Speed               60\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 186, dtype: object\n",
      "187 #                173\n",
      "Name          Cleffa\n",
      "Type 1         Fairy\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            25\n",
      "Defense           28\n",
      "Sp. Atk           45\n",
      "Sp. Def           55\n",
      "Speed             15\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 187, dtype: object\n",
      "188 #                   174\n",
      "Name          Igglybuff\n",
      "Type 1           Normal\n",
      "Type 2            Fairy\n",
      "HP                   90\n",
      "Attack               30\n",
      "Defense              15\n",
      "Sp. Atk              40\n",
      "Sp. Def              20\n",
      "Speed                15\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 188, dtype: object\n",
      "189 #                175\n",
      "Name          Togepi\n",
      "Type 1         Fairy\n",
      "Type 2           NaN\n",
      "HP                35\n",
      "Attack            20\n",
      "Defense           65\n",
      "Sp. Atk           40\n",
      "Sp. Def           65\n",
      "Speed             20\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 189, dtype: object\n",
      "190 #                 176\n",
      "Name          Togetic\n",
      "Type 1          Fairy\n",
      "Type 2         Flying\n",
      "HP                 55\n",
      "Attack             40\n",
      "Defense            85\n",
      "Sp. Atk            80\n",
      "Sp. Def           105\n",
      "Speed              40\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 190, dtype: object\n",
      "191 #                 177\n",
      "Name             Natu\n",
      "Type 1        Psychic\n",
      "Type 2         Flying\n",
      "HP                 40\n",
      "Attack             50\n",
      "Defense            45\n",
      "Sp. Atk            70\n",
      "Sp. Def            45\n",
      "Speed              70\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 191, dtype: object\n",
      "192 #                 178\n",
      "Name             Xatu\n",
      "Type 1        Psychic\n",
      "Type 2         Flying\n",
      "HP                 65\n",
      "Attack             75\n",
      "Defense            70\n",
      "Sp. Atk            95\n",
      "Sp. Def            70\n",
      "Speed              95\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 192, dtype: object\n",
      "193 #                  179\n",
      "Name            Mareep\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              40\n",
      "Defense             40\n",
      "Sp. Atk             65\n",
      "Sp. Def             45\n",
      "Speed               35\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 193, dtype: object\n",
      "194 #                  180\n",
      "Name           Flaaffy\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              55\n",
      "Defense             55\n",
      "Sp. Atk             80\n",
      "Sp. Def             60\n",
      "Speed               45\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 194, dtype: object\n",
      "195 #                  181\n",
      "Name          Ampharos\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  90\n",
      "Attack              75\n",
      "Defense             85\n",
      "Sp. Atk            115\n",
      "Sp. Def             90\n",
      "Speed               55\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 195, dtype: object\n",
      "196 #                               181\n",
      "Name          AmpharosMega Ampharos\n",
      "Type 1                     Electric\n",
      "Type 2                       Dragon\n",
      "HP                               90\n",
      "Attack                           95\n",
      "Defense                         105\n",
      "Sp. Atk                         165\n",
      "Sp. Def                         110\n",
      "Speed                            45\n",
      "Generation                        2\n",
      "Legendary                     False\n",
      "Name: 196, dtype: object\n",
      "197 #                   182\n",
      "Name          Bellossom\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                   75\n",
      "Attack               80\n",
      "Defense              95\n",
      "Sp. Atk              90\n",
      "Sp. Def             100\n",
      "Speed                50\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 197, dtype: object\n",
      "198 #                183\n",
      "Name          Marill\n",
      "Type 1         Water\n",
      "Type 2         Fairy\n",
      "HP                70\n",
      "Attack            20\n",
      "Defense           50\n",
      "Sp. Atk           20\n",
      "Sp. Def           50\n",
      "Speed             40\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 198, dtype: object\n",
      "199 #                   184\n",
      "Name          Azumarill\n",
      "Type 1            Water\n",
      "Type 2            Fairy\n",
      "HP                  100\n",
      "Attack               50\n",
      "Defense              80\n",
      "Sp. Atk              60\n",
      "Sp. Def              80\n",
      "Speed                50\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 199, dtype: object\n",
      "200 #                   185\n",
      "Name          Sudowoodo\n",
      "Type 1             Rock\n",
      "Type 2              NaN\n",
      "HP                   70\n",
      "Attack              100\n",
      "Defense             115\n",
      "Sp. Atk              30\n",
      "Sp. Def              65\n",
      "Speed                30\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 200, dtype: object\n",
      "201 #                  186\n",
      "Name          Politoed\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  90\n",
      "Attack              75\n",
      "Defense             75\n",
      "Sp. Atk             90\n",
      "Sp. Def            100\n",
      "Speed               70\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 201, dtype: object\n",
      "202 #                187\n",
      "Name          Hoppip\n",
      "Type 1         Grass\n",
      "Type 2        Flying\n",
      "HP                35\n",
      "Attack            35\n",
      "Defense           40\n",
      "Sp. Atk           35\n",
      "Sp. Def           55\n",
      "Speed             50\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 202, dtype: object\n",
      "203 #                  188\n",
      "Name          Skiploom\n",
      "Type 1           Grass\n",
      "Type 2          Flying\n",
      "HP                  55\n",
      "Attack              45\n",
      "Defense             50\n",
      "Sp. Atk             45\n",
      "Sp. Def             65\n",
      "Speed               80\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 203, dtype: object\n",
      "204 #                  189\n",
      "Name          Jumpluff\n",
      "Type 1           Grass\n",
      "Type 2          Flying\n",
      "HP                  75\n",
      "Attack              55\n",
      "Defense             70\n",
      "Sp. Atk             55\n",
      "Sp. Def             95\n",
      "Speed              110\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 204, dtype: object\n",
      "205 #                190\n",
      "Name           Aipom\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                55\n",
      "Attack            70\n",
      "Defense           55\n",
      "Sp. Atk           40\n",
      "Sp. Def           55\n",
      "Speed             85\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 205, dtype: object\n",
      "206 #                 191\n",
      "Name          Sunkern\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 30\n",
      "Attack             30\n",
      "Defense            30\n",
      "Sp. Atk            30\n",
      "Sp. Def            30\n",
      "Speed              30\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 206, dtype: object\n",
      "207 #                  192\n",
      "Name          Sunflora\n",
      "Type 1           Grass\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              75\n",
      "Defense             55\n",
      "Sp. Atk            105\n",
      "Sp. Def             85\n",
      "Speed               30\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 207, dtype: object\n",
      "208 #                193\n",
      "Name           Yanma\n",
      "Type 1           Bug\n",
      "Type 2        Flying\n",
      "HP                65\n",
      "Attack            65\n",
      "Defense           45\n",
      "Sp. Atk           75\n",
      "Sp. Def           45\n",
      "Speed             95\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 208, dtype: object\n",
      "209 #                194\n",
      "Name          Wooper\n",
      "Type 1         Water\n",
      "Type 2        Ground\n",
      "HP                55\n",
      "Attack            45\n",
      "Defense           45\n",
      "Sp. Atk           25\n",
      "Sp. Def           25\n",
      "Speed             15\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 209, dtype: object\n",
      "210 #                  195\n",
      "Name          Quagsire\n",
      "Type 1           Water\n",
      "Type 2          Ground\n",
      "HP                  95\n",
      "Attack              85\n",
      "Defense             85\n",
      "Sp. Atk             65\n",
      "Sp. Def             65\n",
      "Speed               35\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 210, dtype: object\n",
      "211 #                 196\n",
      "Name           Espeon\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             65\n",
      "Defense            60\n",
      "Sp. Atk           130\n",
      "Sp. Def            95\n",
      "Speed             110\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 211, dtype: object\n",
      "212 #                 197\n",
      "Name          Umbreon\n",
      "Type 1           Dark\n",
      "Type 2            NaN\n",
      "HP                 95\n",
      "Attack             65\n",
      "Defense           110\n",
      "Sp. Atk            60\n",
      "Sp. Def           130\n",
      "Speed              65\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 212, dtype: object\n",
      "213 #                 198\n",
      "Name          Murkrow\n",
      "Type 1           Dark\n",
      "Type 2         Flying\n",
      "HP                 60\n",
      "Attack             85\n",
      "Defense            42\n",
      "Sp. Atk            85\n",
      "Sp. Def            42\n",
      "Speed              91\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 213, dtype: object\n",
      "214 #                  199\n",
      "Name          Slowking\n",
      "Type 1           Water\n",
      "Type 2         Psychic\n",
      "HP                  95\n",
      "Attack              75\n",
      "Defense             80\n",
      "Sp. Atk            100\n",
      "Sp. Def            110\n",
      "Speed               30\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 214, dtype: object\n",
      "215 #                    200\n",
      "Name          Misdreavus\n",
      "Type 1             Ghost\n",
      "Type 2               NaN\n",
      "HP                    60\n",
      "Attack                60\n",
      "Defense               60\n",
      "Sp. Atk               85\n",
      "Sp. Def               85\n",
      "Speed                 85\n",
      "Generation             2\n",
      "Legendary          False\n",
      "Name: 215, dtype: object\n",
      "216 #                 201\n",
      "Name            Unown\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 48\n",
      "Attack             72\n",
      "Defense            48\n",
      "Sp. Atk            72\n",
      "Sp. Def            48\n",
      "Speed              48\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 216, dtype: object\n",
      "217 #                   202\n",
      "Name          Wobbuffet\n",
      "Type 1          Psychic\n",
      "Type 2              NaN\n",
      "HP                  190\n",
      "Attack               33\n",
      "Defense              58\n",
      "Sp. Atk              33\n",
      "Sp. Def              58\n",
      "Speed                33\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 217, dtype: object\n",
      "218 #                   203\n",
      "Name          Girafarig\n",
      "Type 1           Normal\n",
      "Type 2          Psychic\n",
      "HP                   70\n",
      "Attack               80\n",
      "Defense              65\n",
      "Sp. Atk              90\n",
      "Sp. Def              65\n",
      "Speed                85\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 218, dtype: object\n",
      "219 #                204\n",
      "Name          Pineco\n",
      "Type 1           Bug\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            65\n",
      "Defense           90\n",
      "Sp. Atk           35\n",
      "Sp. Def           35\n",
      "Speed             15\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 219, dtype: object\n",
      "220 #                    205\n",
      "Name          Forretress\n",
      "Type 1               Bug\n",
      "Type 2             Steel\n",
      "HP                    75\n",
      "Attack                90\n",
      "Defense              140\n",
      "Sp. Atk               60\n",
      "Sp. Def               60\n",
      "Speed                 40\n",
      "Generation             2\n",
      "Legendary          False\n",
      "Name: 220, dtype: object\n",
      "221 #                   206\n",
      "Name          Dunsparce\n",
      "Type 1           Normal\n",
      "Type 2              NaN\n",
      "HP                  100\n",
      "Attack               70\n",
      "Defense              70\n",
      "Sp. Atk              65\n",
      "Sp. Def              65\n",
      "Speed                45\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 221, dtype: object\n",
      "222 #                207\n",
      "Name          Gligar\n",
      "Type 1        Ground\n",
      "Type 2        Flying\n",
      "HP                65\n",
      "Attack            75\n",
      "Defense          105\n",
      "Sp. Atk           35\n",
      "Sp. Def           65\n",
      "Speed             85\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 222, dtype: object\n",
      "223 #                 208\n",
      "Name          Steelix\n",
      "Type 1          Steel\n",
      "Type 2         Ground\n",
      "HP                 75\n",
      "Attack             85\n",
      "Defense           200\n",
      "Sp. Atk            55\n",
      "Sp. Def            65\n",
      "Speed              30\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 223, dtype: object\n",
      "224 #                             208\n",
      "Name          SteelixMega Steelix\n",
      "Type 1                      Steel\n",
      "Type 2                     Ground\n",
      "HP                             75\n",
      "Attack                        125\n",
      "Defense                       230\n",
      "Sp. Atk                        55\n",
      "Sp. Def                        95\n",
      "Speed                          30\n",
      "Generation                      2\n",
      "Legendary                   False\n",
      "Name: 224, dtype: object\n",
      "225 #                  209\n",
      "Name          Snubbull\n",
      "Type 1           Fairy\n",
      "Type 2             NaN\n",
      "HP                  60\n",
      "Attack              80\n",
      "Defense             50\n",
      "Sp. Atk             40\n",
      "Sp. Def             40\n",
      "Speed               30\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 225, dtype: object\n",
      "226 #                  210\n",
      "Name          Granbull\n",
      "Type 1           Fairy\n",
      "Type 2             NaN\n",
      "HP                  90\n",
      "Attack             120\n",
      "Defense             75\n",
      "Sp. Atk             60\n",
      "Sp. Def             60\n",
      "Speed               45\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 226, dtype: object\n",
      "227 #                  211\n",
      "Name          Qwilfish\n",
      "Type 1           Water\n",
      "Type 2          Poison\n",
      "HP                  65\n",
      "Attack              95\n",
      "Defense             75\n",
      "Sp. Atk             55\n",
      "Sp. Def             55\n",
      "Speed               85\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 227, dtype: object\n",
      "228 #                212\n",
      "Name          Scizor\n",
      "Type 1           Bug\n",
      "Type 2         Steel\n",
      "HP                70\n",
      "Attack           130\n",
      "Defense          100\n",
      "Sp. Atk           55\n",
      "Sp. Def           80\n",
      "Speed             65\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 228, dtype: object\n",
      "229 #                           212\n",
      "Name          ScizorMega Scizor\n",
      "Type 1                      Bug\n",
      "Type 2                    Steel\n",
      "HP                           70\n",
      "Attack                      150\n",
      "Defense                     140\n",
      "Sp. Atk                      65\n",
      "Sp. Def                     100\n",
      "Speed                        75\n",
      "Generation                    2\n",
      "Legendary                 False\n",
      "Name: 229, dtype: object\n",
      "230 #                 213\n",
      "Name          Shuckle\n",
      "Type 1            Bug\n",
      "Type 2           Rock\n",
      "HP                 20\n",
      "Attack             10\n",
      "Defense           230\n",
      "Sp. Atk            10\n",
      "Sp. Def           230\n",
      "Speed               5\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 230, dtype: object\n",
      "231 #                   214\n",
      "Name          Heracross\n",
      "Type 1              Bug\n",
      "Type 2         Fighting\n",
      "HP                   80\n",
      "Attack              125\n",
      "Defense              75\n",
      "Sp. Atk              40\n",
      "Sp. Def              95\n",
      "Speed                85\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 231, dtype: object\n",
      "232 #                                 214\n",
      "Name          HeracrossMega Heracross\n",
      "Type 1                            Bug\n",
      "Type 2                       Fighting\n",
      "HP                                 80\n",
      "Attack                            185\n",
      "Defense                           115\n",
      "Sp. Atk                            40\n",
      "Sp. Def                           105\n",
      "Speed                              75\n",
      "Generation                          2\n",
      "Legendary                       False\n",
      "Name: 232, dtype: object\n",
      "233 #                 215\n",
      "Name          Sneasel\n",
      "Type 1           Dark\n",
      "Type 2            Ice\n",
      "HP                 55\n",
      "Attack             95\n",
      "Defense            55\n",
      "Sp. Atk            35\n",
      "Sp. Def            75\n",
      "Speed             115\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 233, dtype: object\n",
      "234 #                   216\n",
      "Name          Teddiursa\n",
      "Type 1           Normal\n",
      "Type 2              NaN\n",
      "HP                   60\n",
      "Attack               80\n",
      "Defense              50\n",
      "Sp. Atk              50\n",
      "Sp. Def              50\n",
      "Speed                40\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 234, dtype: object\n",
      "235 #                  217\n",
      "Name          Ursaring\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  90\n",
      "Attack             130\n",
      "Defense             75\n",
      "Sp. Atk             75\n",
      "Sp. Def             75\n",
      "Speed               55\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 235, dtype: object\n",
      "236 #                218\n",
      "Name          Slugma\n",
      "Type 1          Fire\n",
      "Type 2           NaN\n",
      "HP                40\n",
      "Attack            40\n",
      "Defense           40\n",
      "Sp. Atk           70\n",
      "Sp. Def           40\n",
      "Speed             20\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 236, dtype: object\n",
      "237 #                  219\n",
      "Name          Magcargo\n",
      "Type 1            Fire\n",
      "Type 2            Rock\n",
      "HP                  50\n",
      "Attack              50\n",
      "Defense            120\n",
      "Sp. Atk             80\n",
      "Sp. Def             80\n",
      "Speed               30\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 237, dtype: object\n",
      "238 #                220\n",
      "Name          Swinub\n",
      "Type 1           Ice\n",
      "Type 2        Ground\n",
      "HP                50\n",
      "Attack            50\n",
      "Defense           40\n",
      "Sp. Atk           30\n",
      "Sp. Def           30\n",
      "Speed             50\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 238, dtype: object\n",
      "239 #                   221\n",
      "Name          Piloswine\n",
      "Type 1              Ice\n",
      "Type 2           Ground\n",
      "HP                  100\n",
      "Attack              100\n",
      "Defense              80\n",
      "Sp. Atk              60\n",
      "Sp. Def              60\n",
      "Speed                50\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 239, dtype: object\n",
      "240 #                 222\n",
      "Name          Corsola\n",
      "Type 1          Water\n",
      "Type 2           Rock\n",
      "HP                 55\n",
      "Attack             55\n",
      "Defense            85\n",
      "Sp. Atk            65\n",
      "Sp. Def            85\n",
      "Speed              35\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 240, dtype: object\n",
      "241 #                  223\n",
      "Name          Remoraid\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  35\n",
      "Attack              65\n",
      "Defense             35\n",
      "Sp. Atk             65\n",
      "Sp. Def             35\n",
      "Speed               65\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 241, dtype: object\n",
      "242 #                   224\n",
      "Name          Octillery\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                   75\n",
      "Attack              105\n",
      "Defense              75\n",
      "Sp. Atk             105\n",
      "Sp. Def              75\n",
      "Speed                45\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 242, dtype: object\n",
      "243 #                  225\n",
      "Name          Delibird\n",
      "Type 1             Ice\n",
      "Type 2          Flying\n",
      "HP                  45\n",
      "Attack              55\n",
      "Defense             45\n",
      "Sp. Atk             65\n",
      "Sp. Def             45\n",
      "Speed               75\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 243, dtype: object\n",
      "244 #                 226\n",
      "Name          Mantine\n",
      "Type 1          Water\n",
      "Type 2         Flying\n",
      "HP                 65\n",
      "Attack             40\n",
      "Defense            70\n",
      "Sp. Atk            80\n",
      "Sp. Def           140\n",
      "Speed              70\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 244, dtype: object\n",
      "245 #                  227\n",
      "Name          Skarmory\n",
      "Type 1           Steel\n",
      "Type 2          Flying\n",
      "HP                  65\n",
      "Attack              80\n",
      "Defense            140\n",
      "Sp. Atk             40\n",
      "Sp. Def             70\n",
      "Speed               70\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 245, dtype: object\n",
      "246 #                  228\n",
      "Name          Houndour\n",
      "Type 1            Dark\n",
      "Type 2            Fire\n",
      "HP                  45\n",
      "Attack              60\n",
      "Defense             30\n",
      "Sp. Atk             80\n",
      "Sp. Def             50\n",
      "Speed               65\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 246, dtype: object\n",
      "247 #                  229\n",
      "Name          Houndoom\n",
      "Type 1            Dark\n",
      "Type 2            Fire\n",
      "HP                  75\n",
      "Attack              90\n",
      "Defense             50\n",
      "Sp. Atk            110\n",
      "Sp. Def             80\n",
      "Speed               95\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 247, dtype: object\n",
      "248 #                               229\n",
      "Name          HoundoomMega Houndoom\n",
      "Type 1                         Dark\n",
      "Type 2                         Fire\n",
      "HP                               75\n",
      "Attack                           90\n",
      "Defense                          90\n",
      "Sp. Atk                         140\n",
      "Sp. Def                          90\n",
      "Speed                           115\n",
      "Generation                        2\n",
      "Legendary                     False\n",
      "Name: 248, dtype: object\n",
      "249 #                 230\n",
      "Name          Kingdra\n",
      "Type 1          Water\n",
      "Type 2         Dragon\n",
      "HP                 75\n",
      "Attack             95\n",
      "Defense            95\n",
      "Sp. Atk            95\n",
      "Sp. Def            95\n",
      "Speed              85\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 249, dtype: object\n",
      "250 #                231\n",
      "Name          Phanpy\n",
      "Type 1        Ground\n",
      "Type 2           NaN\n",
      "HP                90\n",
      "Attack            60\n",
      "Defense           60\n",
      "Sp. Atk           40\n",
      "Sp. Def           40\n",
      "Speed             40\n",
      "Generation         2\n",
      "Legendary      False\n",
      "Name: 250, dtype: object\n",
      "251 #                 232\n",
      "Name          Donphan\n",
      "Type 1         Ground\n",
      "Type 2            NaN\n",
      "HP                 90\n",
      "Attack            120\n",
      "Defense           120\n",
      "Sp. Atk            60\n",
      "Sp. Def            60\n",
      "Speed              50\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 251, dtype: object\n",
      "252 #                  233\n",
      "Name          Porygon2\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  85\n",
      "Attack              80\n",
      "Defense             90\n",
      "Sp. Atk            105\n",
      "Sp. Def             95\n",
      "Speed               60\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 252, dtype: object\n",
      "253 #                  234\n",
      "Name          Stantler\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  73\n",
      "Attack              95\n",
      "Defense             62\n",
      "Sp. Atk             85\n",
      "Sp. Def             65\n",
      "Speed               85\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 253, dtype: object\n",
      "254 #                  235\n",
      "Name          Smeargle\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              20\n",
      "Defense             35\n",
      "Sp. Atk             20\n",
      "Sp. Def             45\n",
      "Speed               75\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 254, dtype: object\n",
      "255 #                  236\n",
      "Name           Tyrogue\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  35\n",
      "Attack              35\n",
      "Defense             35\n",
      "Sp. Atk             35\n",
      "Sp. Def             35\n",
      "Speed               35\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 255, dtype: object\n",
      "256 #                   237\n",
      "Name          Hitmontop\n",
      "Type 1         Fighting\n",
      "Type 2              NaN\n",
      "HP                   50\n",
      "Attack               95\n",
      "Defense              95\n",
      "Sp. Atk              35\n",
      "Sp. Def             110\n",
      "Speed                70\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 256, dtype: object\n",
      "257 #                  238\n",
      "Name          Smoochum\n",
      "Type 1             Ice\n",
      "Type 2         Psychic\n",
      "HP                  45\n",
      "Attack              30\n",
      "Defense             15\n",
      "Sp. Atk             85\n",
      "Sp. Def             65\n",
      "Speed               65\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 257, dtype: object\n",
      "258 #                  239\n",
      "Name            Elekid\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack              63\n",
      "Defense             37\n",
      "Sp. Atk             65\n",
      "Sp. Def             55\n",
      "Speed               95\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 258, dtype: object\n",
      "259 #               240\n",
      "Name          Magby\n",
      "Type 1         Fire\n",
      "Type 2          NaN\n",
      "HP               45\n",
      "Attack           75\n",
      "Defense          37\n",
      "Sp. Atk          70\n",
      "Sp. Def          55\n",
      "Speed            83\n",
      "Generation        2\n",
      "Legendary     False\n",
      "Name: 259, dtype: object\n",
      "260 #                 241\n",
      "Name          Miltank\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 95\n",
      "Attack             80\n",
      "Defense           105\n",
      "Sp. Atk            40\n",
      "Sp. Def            70\n",
      "Speed             100\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 260, dtype: object\n",
      "261 #                 242\n",
      "Name          Blissey\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                255\n",
      "Attack             10\n",
      "Defense            10\n",
      "Sp. Atk            75\n",
      "Sp. Def           135\n",
      "Speed              55\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 261, dtype: object\n",
      "262 #                  243\n",
      "Name            Raikou\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  90\n",
      "Attack              85\n",
      "Defense             75\n",
      "Sp. Atk            115\n",
      "Sp. Def            100\n",
      "Speed              115\n",
      "Generation           2\n",
      "Legendary         True\n",
      "Name: 262, dtype: object\n",
      "263 #               244\n",
      "Name          Entei\n",
      "Type 1         Fire\n",
      "Type 2          NaN\n",
      "HP              115\n",
      "Attack          115\n",
      "Defense          85\n",
      "Sp. Atk          90\n",
      "Sp. Def          75\n",
      "Speed           100\n",
      "Generation        2\n",
      "Legendary      True\n",
      "Name: 263, dtype: object\n",
      "264 #                 245\n",
      "Name          Suicune\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                100\n",
      "Attack             75\n",
      "Defense           115\n",
      "Sp. Atk            90\n",
      "Sp. Def           115\n",
      "Speed              85\n",
      "Generation          2\n",
      "Legendary        True\n",
      "Name: 264, dtype: object\n",
      "265 #                  246\n",
      "Name          Larvitar\n",
      "Type 1            Rock\n",
      "Type 2          Ground\n",
      "HP                  50\n",
      "Attack              64\n",
      "Defense             50\n",
      "Sp. Atk             45\n",
      "Sp. Def             50\n",
      "Speed               41\n",
      "Generation           2\n",
      "Legendary        False\n",
      "Name: 265, dtype: object\n",
      "266 #                 247\n",
      "Name          Pupitar\n",
      "Type 1           Rock\n",
      "Type 2         Ground\n",
      "HP                 70\n",
      "Attack             84\n",
      "Defense            70\n",
      "Sp. Atk            65\n",
      "Sp. Def            70\n",
      "Speed              51\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 266, dtype: object\n",
      "267 #                   248\n",
      "Name          Tyranitar\n",
      "Type 1             Rock\n",
      "Type 2             Dark\n",
      "HP                  100\n",
      "Attack              134\n",
      "Defense             110\n",
      "Sp. Atk              95\n",
      "Sp. Def             100\n",
      "Speed                61\n",
      "Generation            2\n",
      "Legendary         False\n",
      "Name: 267, dtype: object\n",
      "268 #                                 248\n",
      "Name          TyranitarMega Tyranitar\n",
      "Type 1                           Rock\n",
      "Type 2                           Dark\n",
      "HP                                100\n",
      "Attack                            164\n",
      "Defense                           150\n",
      "Sp. Atk                            95\n",
      "Sp. Def                           120\n",
      "Speed                              71\n",
      "Generation                          2\n",
      "Legendary                       False\n",
      "Name: 268, dtype: object\n",
      "269 #                 249\n",
      "Name            Lugia\n",
      "Type 1        Psychic\n",
      "Type 2         Flying\n",
      "HP                106\n",
      "Attack             90\n",
      "Defense           130\n",
      "Sp. Atk            90\n",
      "Sp. Def           154\n",
      "Speed             110\n",
      "Generation          2\n",
      "Legendary        True\n",
      "Name: 269, dtype: object\n",
      "270 #                250\n",
      "Name           Ho-oh\n",
      "Type 1          Fire\n",
      "Type 2        Flying\n",
      "HP               106\n",
      "Attack           130\n",
      "Defense           90\n",
      "Sp. Atk          110\n",
      "Sp. Def          154\n",
      "Speed             90\n",
      "Generation         2\n",
      "Legendary       True\n",
      "Name: 270, dtype: object\n",
      "271 #                 251\n",
      "Name           Celebi\n",
      "Type 1        Psychic\n",
      "Type 2          Grass\n",
      "HP                100\n",
      "Attack            100\n",
      "Defense           100\n",
      "Sp. Atk           100\n",
      "Sp. Def           100\n",
      "Speed             100\n",
      "Generation          2\n",
      "Legendary       False\n",
      "Name: 271, dtype: object\n",
      "272 #                 252\n",
      "Name          Treecko\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 40\n",
      "Attack             45\n",
      "Defense            35\n",
      "Sp. Atk            65\n",
      "Sp. Def            55\n",
      "Speed              70\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 272, dtype: object\n",
      "273 #                 253\n",
      "Name          Grovyle\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             65\n",
      "Defense            45\n",
      "Sp. Atk            85\n",
      "Sp. Def            65\n",
      "Speed              95\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 273, dtype: object\n",
      "274 #                  254\n",
      "Name          Sceptile\n",
      "Type 1           Grass\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              85\n",
      "Defense             65\n",
      "Sp. Atk            105\n",
      "Sp. Def             85\n",
      "Speed              120\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 274, dtype: object\n",
      "275 #                               254\n",
      "Name          SceptileMega Sceptile\n",
      "Type 1                        Grass\n",
      "Type 2                       Dragon\n",
      "HP                               70\n",
      "Attack                          110\n",
      "Defense                          75\n",
      "Sp. Atk                         145\n",
      "Sp. Def                          85\n",
      "Speed                           145\n",
      "Generation                        3\n",
      "Legendary                     False\n",
      "Name: 275, dtype: object\n",
      "276 #                 255\n",
      "Name          Torchic\n",
      "Type 1           Fire\n",
      "Type 2            NaN\n",
      "HP                 45\n",
      "Attack             60\n",
      "Defense            40\n",
      "Sp. Atk            70\n",
      "Sp. Def            50\n",
      "Speed              45\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 276, dtype: object\n",
      "277 #                   256\n",
      "Name          Combusken\n",
      "Type 1             Fire\n",
      "Type 2         Fighting\n",
      "HP                   60\n",
      "Attack               85\n",
      "Defense              60\n",
      "Sp. Atk              85\n",
      "Sp. Def              60\n",
      "Speed                55\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 277, dtype: object\n",
      "278 #                  257\n",
      "Name          Blaziken\n",
      "Type 1            Fire\n",
      "Type 2        Fighting\n",
      "HP                  80\n",
      "Attack             120\n",
      "Defense             70\n",
      "Sp. Atk            110\n",
      "Sp. Def             70\n",
      "Speed               80\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 278, dtype: object\n",
      "279 #                               257\n",
      "Name          BlazikenMega Blaziken\n",
      "Type 1                         Fire\n",
      "Type 2                     Fighting\n",
      "HP                               80\n",
      "Attack                          160\n",
      "Defense                          80\n",
      "Sp. Atk                         130\n",
      "Sp. Def                          80\n",
      "Speed                           100\n",
      "Generation                        3\n",
      "Legendary                     False\n",
      "Name: 279, dtype: object\n",
      "280 #                258\n",
      "Name          Mudkip\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            70\n",
      "Defense           50\n",
      "Sp. Atk           50\n",
      "Sp. Def           50\n",
      "Speed             40\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 280, dtype: object\n",
      "281 #                   259\n",
      "Name          Marshtomp\n",
      "Type 1            Water\n",
      "Type 2           Ground\n",
      "HP                   70\n",
      "Attack               85\n",
      "Defense              70\n",
      "Sp. Atk              60\n",
      "Sp. Def              70\n",
      "Speed                50\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 281, dtype: object\n",
      "282 #                  260\n",
      "Name          Swampert\n",
      "Type 1           Water\n",
      "Type 2          Ground\n",
      "HP                 100\n",
      "Attack             110\n",
      "Defense             90\n",
      "Sp. Atk             85\n",
      "Sp. Def             90\n",
      "Speed               60\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 282, dtype: object\n",
      "283 #                               260\n",
      "Name          SwampertMega Swampert\n",
      "Type 1                        Water\n",
      "Type 2                       Ground\n",
      "HP                              100\n",
      "Attack                          150\n",
      "Defense                         110\n",
      "Sp. Atk                          95\n",
      "Sp. Def                         110\n",
      "Speed                            70\n",
      "Generation                        3\n",
      "Legendary                     False\n",
      "Name: 283, dtype: object\n",
      "284 #                   261\n",
      "Name          Poochyena\n",
      "Type 1             Dark\n",
      "Type 2              NaN\n",
      "HP                   35\n",
      "Attack               55\n",
      "Defense              35\n",
      "Sp. Atk              30\n",
      "Sp. Def              30\n",
      "Speed                35\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 284, dtype: object\n",
      "285 #                   262\n",
      "Name          Mightyena\n",
      "Type 1             Dark\n",
      "Type 2              NaN\n",
      "HP                   70\n",
      "Attack               90\n",
      "Defense              70\n",
      "Sp. Atk              60\n",
      "Sp. Def              60\n",
      "Speed                70\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 285, dtype: object\n",
      "286 #                   263\n",
      "Name          Zigzagoon\n",
      "Type 1           Normal\n",
      "Type 2              NaN\n",
      "HP                   38\n",
      "Attack               30\n",
      "Defense              41\n",
      "Sp. Atk              30\n",
      "Sp. Def              41\n",
      "Speed                60\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 286, dtype: object\n",
      "287 #                 264\n",
      "Name          Linoone\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 78\n",
      "Attack             70\n",
      "Defense            61\n",
      "Sp. Atk            50\n",
      "Sp. Def            61\n",
      "Speed             100\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 287, dtype: object\n",
      "288 #                 265\n",
      "Name          Wurmple\n",
      "Type 1            Bug\n",
      "Type 2            NaN\n",
      "HP                 45\n",
      "Attack             45\n",
      "Defense            35\n",
      "Sp. Atk            20\n",
      "Sp. Def            30\n",
      "Speed              20\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 288, dtype: object\n",
      "289 #                 266\n",
      "Name          Silcoon\n",
      "Type 1            Bug\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             35\n",
      "Defense            55\n",
      "Sp. Atk            25\n",
      "Sp. Def            25\n",
      "Speed              15\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 289, dtype: object\n",
      "290 #                   267\n",
      "Name          Beautifly\n",
      "Type 1              Bug\n",
      "Type 2           Flying\n",
      "HP                   60\n",
      "Attack               70\n",
      "Defense              50\n",
      "Sp. Atk             100\n",
      "Sp. Def              50\n",
      "Speed                65\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 290, dtype: object\n",
      "291 #                 268\n",
      "Name          Cascoon\n",
      "Type 1            Bug\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             35\n",
      "Defense            55\n",
      "Sp. Atk            25\n",
      "Sp. Def            25\n",
      "Speed              15\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 291, dtype: object\n",
      "292 #                269\n",
      "Name          Dustox\n",
      "Type 1           Bug\n",
      "Type 2        Poison\n",
      "HP                60\n",
      "Attack            50\n",
      "Defense           70\n",
      "Sp. Atk           50\n",
      "Sp. Def           90\n",
      "Speed             65\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 292, dtype: object\n",
      "293 #               270\n",
      "Name          Lotad\n",
      "Type 1        Water\n",
      "Type 2        Grass\n",
      "HP               40\n",
      "Attack           30\n",
      "Defense          30\n",
      "Sp. Atk          40\n",
      "Sp. Def          50\n",
      "Speed            30\n",
      "Generation        3\n",
      "Legendary     False\n",
      "Name: 293, dtype: object\n",
      "294 #                271\n",
      "Name          Lombre\n",
      "Type 1         Water\n",
      "Type 2         Grass\n",
      "HP                60\n",
      "Attack            50\n",
      "Defense           50\n",
      "Sp. Atk           60\n",
      "Sp. Def           70\n",
      "Speed             50\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 294, dtype: object\n",
      "295 #                  272\n",
      "Name          Ludicolo\n",
      "Type 1           Water\n",
      "Type 2           Grass\n",
      "HP                  80\n",
      "Attack              70\n",
      "Defense             70\n",
      "Sp. Atk             90\n",
      "Sp. Def            100\n",
      "Speed               70\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 295, dtype: object\n",
      "296 #                273\n",
      "Name          Seedot\n",
      "Type 1         Grass\n",
      "Type 2           NaN\n",
      "HP                40\n",
      "Attack            40\n",
      "Defense           50\n",
      "Sp. Atk           30\n",
      "Sp. Def           30\n",
      "Speed             30\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 296, dtype: object\n",
      "297 #                 274\n",
      "Name          Nuzleaf\n",
      "Type 1          Grass\n",
      "Type 2           Dark\n",
      "HP                 70\n",
      "Attack             70\n",
      "Defense            40\n",
      "Sp. Atk            60\n",
      "Sp. Def            40\n",
      "Speed              60\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 297, dtype: object\n",
      "298 #                 275\n",
      "Name          Shiftry\n",
      "Type 1          Grass\n",
      "Type 2           Dark\n",
      "HP                 90\n",
      "Attack            100\n",
      "Defense            60\n",
      "Sp. Atk            90\n",
      "Sp. Def            60\n",
      "Speed              80\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 298, dtype: object\n",
      "299 #                 276\n",
      "Name          Taillow\n",
      "Type 1         Normal\n",
      "Type 2         Flying\n",
      "HP                 40\n",
      "Attack             55\n",
      "Defense            30\n",
      "Sp. Atk            30\n",
      "Sp. Def            30\n",
      "Speed              85\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 299, dtype: object\n",
      "300 #                 277\n",
      "Name          Swellow\n",
      "Type 1         Normal\n",
      "Type 2         Flying\n",
      "HP                 60\n",
      "Attack             85\n",
      "Defense            60\n",
      "Sp. Atk            50\n",
      "Sp. Def            50\n",
      "Speed             125\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 300, dtype: object\n",
      "301 #                 278\n",
      "Name          Wingull\n",
      "Type 1          Water\n",
      "Type 2         Flying\n",
      "HP                 40\n",
      "Attack             30\n",
      "Defense            30\n",
      "Sp. Atk            55\n",
      "Sp. Def            30\n",
      "Speed              85\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 301, dtype: object\n",
      "302 #                  279\n",
      "Name          Pelipper\n",
      "Type 1           Water\n",
      "Type 2          Flying\n",
      "HP                  60\n",
      "Attack              50\n",
      "Defense            100\n",
      "Sp. Atk             85\n",
      "Sp. Def             70\n",
      "Speed               65\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 302, dtype: object\n",
      "303 #                 280\n",
      "Name            Ralts\n",
      "Type 1        Psychic\n",
      "Type 2          Fairy\n",
      "HP                 28\n",
      "Attack             25\n",
      "Defense            25\n",
      "Sp. Atk            45\n",
      "Sp. Def            35\n",
      "Speed              40\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 303, dtype: object\n",
      "304 #                 281\n",
      "Name           Kirlia\n",
      "Type 1        Psychic\n",
      "Type 2          Fairy\n",
      "HP                 38\n",
      "Attack             35\n",
      "Defense            35\n",
      "Sp. Atk            65\n",
      "Sp. Def            55\n",
      "Speed              50\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 304, dtype: object\n",
      "305 #                   282\n",
      "Name          Gardevoir\n",
      "Type 1          Psychic\n",
      "Type 2            Fairy\n",
      "HP                   68\n",
      "Attack               65\n",
      "Defense              65\n",
      "Sp. Atk             125\n",
      "Sp. Def             115\n",
      "Speed                80\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 305, dtype: object\n",
      "306 #                                 282\n",
      "Name          GardevoirMega Gardevoir\n",
      "Type 1                        Psychic\n",
      "Type 2                          Fairy\n",
      "HP                                 68\n",
      "Attack                             85\n",
      "Defense                            65\n",
      "Sp. Atk                           165\n",
      "Sp. Def                           135\n",
      "Speed                             100\n",
      "Generation                          3\n",
      "Legendary                       False\n",
      "Name: 306, dtype: object\n",
      "307 #                 283\n",
      "Name          Surskit\n",
      "Type 1            Bug\n",
      "Type 2          Water\n",
      "HP                 40\n",
      "Attack             30\n",
      "Defense            32\n",
      "Sp. Atk            50\n",
      "Sp. Def            52\n",
      "Speed              65\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 307, dtype: object\n",
      "308 #                    284\n",
      "Name          Masquerain\n",
      "Type 1               Bug\n",
      "Type 2            Flying\n",
      "HP                    70\n",
      "Attack                60\n",
      "Defense               62\n",
      "Sp. Atk               80\n",
      "Sp. Def               82\n",
      "Speed                 60\n",
      "Generation             3\n",
      "Legendary          False\n",
      "Name: 308, dtype: object\n",
      "309 #                   285\n",
      "Name          Shroomish\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                   60\n",
      "Attack               40\n",
      "Defense              60\n",
      "Sp. Atk              40\n",
      "Sp. Def              60\n",
      "Speed                35\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 309, dtype: object\n",
      "310 #                  286\n",
      "Name           Breloom\n",
      "Type 1           Grass\n",
      "Type 2        Fighting\n",
      "HP                  60\n",
      "Attack             130\n",
      "Defense             80\n",
      "Sp. Atk             60\n",
      "Sp. Def             60\n",
      "Speed               70\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 310, dtype: object\n",
      "311 #                 287\n",
      "Name          Slakoth\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             60\n",
      "Defense            60\n",
      "Sp. Atk            35\n",
      "Sp. Def            35\n",
      "Speed              30\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 311, dtype: object\n",
      "312 #                  288\n",
      "Name          Vigoroth\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  80\n",
      "Attack              80\n",
      "Defense             80\n",
      "Sp. Atk             55\n",
      "Sp. Def             55\n",
      "Speed               90\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 312, dtype: object\n",
      "313 #                 289\n",
      "Name          Slaking\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                150\n",
      "Attack            160\n",
      "Defense           100\n",
      "Sp. Atk            95\n",
      "Sp. Def            65\n",
      "Speed             100\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 313, dtype: object\n",
      "314 #                 290\n",
      "Name          Nincada\n",
      "Type 1            Bug\n",
      "Type 2         Ground\n",
      "HP                 31\n",
      "Attack             45\n",
      "Defense            90\n",
      "Sp. Atk            30\n",
      "Sp. Def            30\n",
      "Speed              40\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 314, dtype: object\n",
      "315 #                 291\n",
      "Name          Ninjask\n",
      "Type 1            Bug\n",
      "Type 2         Flying\n",
      "HP                 61\n",
      "Attack             90\n",
      "Defense            45\n",
      "Sp. Atk            50\n",
      "Sp. Def            50\n",
      "Speed             160\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 315, dtype: object\n",
      "316 #                  292\n",
      "Name          Shedinja\n",
      "Type 1             Bug\n",
      "Type 2           Ghost\n",
      "HP                   1\n",
      "Attack              90\n",
      "Defense             45\n",
      "Sp. Atk             30\n",
      "Sp. Def             30\n",
      "Speed               40\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 316, dtype: object\n",
      "317 #                 293\n",
      "Name          Whismur\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 64\n",
      "Attack             51\n",
      "Defense            23\n",
      "Sp. Atk            51\n",
      "Sp. Def            23\n",
      "Speed              28\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 317, dtype: object\n",
      "318 #                 294\n",
      "Name          Loudred\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 84\n",
      "Attack             71\n",
      "Defense            43\n",
      "Sp. Atk            71\n",
      "Sp. Def            43\n",
      "Speed              48\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 318, dtype: object\n",
      "319 #                 295\n",
      "Name          Exploud\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                104\n",
      "Attack             91\n",
      "Defense            63\n",
      "Sp. Atk            91\n",
      "Sp. Def            73\n",
      "Speed              68\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 319, dtype: object\n",
      "320 #                  296\n",
      "Name          Makuhita\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  72\n",
      "Attack              60\n",
      "Defense             30\n",
      "Sp. Atk             20\n",
      "Sp. Def             30\n",
      "Speed               25\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 320, dtype: object\n",
      "321 #                  297\n",
      "Name          Hariyama\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                 144\n",
      "Attack             120\n",
      "Defense             60\n",
      "Sp. Atk             40\n",
      "Sp. Def             60\n",
      "Speed               50\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 321, dtype: object\n",
      "322 #                 298\n",
      "Name          Azurill\n",
      "Type 1         Normal\n",
      "Type 2          Fairy\n",
      "HP                 50\n",
      "Attack             20\n",
      "Defense            40\n",
      "Sp. Atk            20\n",
      "Sp. Def            40\n",
      "Speed              20\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 322, dtype: object\n",
      "323 #                  299\n",
      "Name          Nosepass\n",
      "Type 1            Rock\n",
      "Type 2             NaN\n",
      "HP                  30\n",
      "Attack              45\n",
      "Defense            135\n",
      "Sp. Atk             45\n",
      "Sp. Def             90\n",
      "Speed               30\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 323, dtype: object\n",
      "324 #                300\n",
      "Name          Skitty\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            45\n",
      "Defense           45\n",
      "Sp. Atk           35\n",
      "Sp. Def           35\n",
      "Speed             50\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 324, dtype: object\n",
      "325 #                  301\n",
      "Name          Delcatty\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              65\n",
      "Defense             65\n",
      "Sp. Atk             55\n",
      "Sp. Def             55\n",
      "Speed               70\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 325, dtype: object\n",
      "326 #                 302\n",
      "Name          Sableye\n",
      "Type 1           Dark\n",
      "Type 2          Ghost\n",
      "HP                 50\n",
      "Attack             75\n",
      "Defense            75\n",
      "Sp. Atk            65\n",
      "Sp. Def            65\n",
      "Speed              50\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 326, dtype: object\n",
      "327 #                             302\n",
      "Name          SableyeMega Sableye\n",
      "Type 1                       Dark\n",
      "Type 2                      Ghost\n",
      "HP                             50\n",
      "Attack                         85\n",
      "Defense                       125\n",
      "Sp. Atk                        85\n",
      "Sp. Def                       115\n",
      "Speed                          20\n",
      "Generation                      3\n",
      "Legendary                   False\n",
      "Name: 327, dtype: object\n",
      "328 #                303\n",
      "Name          Mawile\n",
      "Type 1         Steel\n",
      "Type 2         Fairy\n",
      "HP                50\n",
      "Attack            85\n",
      "Defense           85\n",
      "Sp. Atk           55\n",
      "Sp. Def           55\n",
      "Speed             50\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 328, dtype: object\n",
      "329 #                           303\n",
      "Name          MawileMega Mawile\n",
      "Type 1                    Steel\n",
      "Type 2                    Fairy\n",
      "HP                           50\n",
      "Attack                      105\n",
      "Defense                     125\n",
      "Sp. Atk                      55\n",
      "Sp. Def                      95\n",
      "Speed                        50\n",
      "Generation                    3\n",
      "Legendary                 False\n",
      "Name: 329, dtype: object\n",
      "330 #               304\n",
      "Name           Aron\n",
      "Type 1        Steel\n",
      "Type 2         Rock\n",
      "HP               50\n",
      "Attack           70\n",
      "Defense         100\n",
      "Sp. Atk          40\n",
      "Sp. Def          40\n",
      "Speed            30\n",
      "Generation        3\n",
      "Legendary     False\n",
      "Name: 330, dtype: object\n",
      "331 #                305\n",
      "Name          Lairon\n",
      "Type 1         Steel\n",
      "Type 2          Rock\n",
      "HP                60\n",
      "Attack            90\n",
      "Defense          140\n",
      "Sp. Atk           50\n",
      "Sp. Def           50\n",
      "Speed             40\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 331, dtype: object\n",
      "332 #                306\n",
      "Name          Aggron\n",
      "Type 1         Steel\n",
      "Type 2          Rock\n",
      "HP                70\n",
      "Attack           110\n",
      "Defense          180\n",
      "Sp. Atk           60\n",
      "Sp. Def           60\n",
      "Speed             50\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 332, dtype: object\n",
      "333 #                           306\n",
      "Name          AggronMega Aggron\n",
      "Type 1                    Steel\n",
      "Type 2                      NaN\n",
      "HP                           70\n",
      "Attack                      140\n",
      "Defense                     230\n",
      "Sp. Atk                      60\n",
      "Sp. Def                      80\n",
      "Speed                        50\n",
      "Generation                    3\n",
      "Legendary                 False\n",
      "Name: 333, dtype: object\n",
      "334 #                  307\n",
      "Name          Meditite\n",
      "Type 1        Fighting\n",
      "Type 2         Psychic\n",
      "HP                  30\n",
      "Attack              40\n",
      "Defense             55\n",
      "Sp. Atk             40\n",
      "Sp. Def             55\n",
      "Speed               60\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 334, dtype: object\n",
      "335 #                  308\n",
      "Name          Medicham\n",
      "Type 1        Fighting\n",
      "Type 2         Psychic\n",
      "HP                  60\n",
      "Attack              60\n",
      "Defense             75\n",
      "Sp. Atk             60\n",
      "Sp. Def             75\n",
      "Speed               80\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 335, dtype: object\n",
      "336 #                               308\n",
      "Name          MedichamMega Medicham\n",
      "Type 1                     Fighting\n",
      "Type 2                      Psychic\n",
      "HP                               60\n",
      "Attack                          100\n",
      "Defense                          85\n",
      "Sp. Atk                          80\n",
      "Sp. Def                          85\n",
      "Speed                           100\n",
      "Generation                        3\n",
      "Legendary                     False\n",
      "Name: 336, dtype: object\n",
      "337 #                   309\n",
      "Name          Electrike\n",
      "Type 1         Electric\n",
      "Type 2              NaN\n",
      "HP                   40\n",
      "Attack               45\n",
      "Defense              40\n",
      "Sp. Atk              65\n",
      "Sp. Def              40\n",
      "Speed                65\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 337, dtype: object\n",
      "338 #                   310\n",
      "Name          Manectric\n",
      "Type 1         Electric\n",
      "Type 2              NaN\n",
      "HP                   70\n",
      "Attack               75\n",
      "Defense              60\n",
      "Sp. Atk             105\n",
      "Sp. Def              60\n",
      "Speed               105\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 338, dtype: object\n",
      "339 #                                 310\n",
      "Name          ManectricMega Manectric\n",
      "Type 1                       Electric\n",
      "Type 2                            NaN\n",
      "HP                                 70\n",
      "Attack                             75\n",
      "Defense                            80\n",
      "Sp. Atk                           135\n",
      "Sp. Def                            80\n",
      "Speed                             135\n",
      "Generation                          3\n",
      "Legendary                       False\n",
      "Name: 339, dtype: object\n",
      "340 #                  311\n",
      "Name            Plusle\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  60\n",
      "Attack              50\n",
      "Defense             40\n",
      "Sp. Atk             85\n",
      "Sp. Def             75\n",
      "Speed               95\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 340, dtype: object\n",
      "341 #                  312\n",
      "Name             Minun\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  60\n",
      "Attack              40\n",
      "Defense             50\n",
      "Sp. Atk             75\n",
      "Sp. Def             85\n",
      "Speed               95\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 341, dtype: object\n",
      "342 #                 313\n",
      "Name          Volbeat\n",
      "Type 1            Bug\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             73\n",
      "Defense            55\n",
      "Sp. Atk            47\n",
      "Sp. Def            75\n",
      "Speed              85\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 342, dtype: object\n",
      "343 #                  314\n",
      "Name          Illumise\n",
      "Type 1             Bug\n",
      "Type 2             NaN\n",
      "HP                  65\n",
      "Attack              47\n",
      "Defense             55\n",
      "Sp. Atk             73\n",
      "Sp. Def             75\n",
      "Speed               85\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 343, dtype: object\n",
      "344 #                 315\n",
      "Name          Roselia\n",
      "Type 1          Grass\n",
      "Type 2         Poison\n",
      "HP                 50\n",
      "Attack             60\n",
      "Defense            45\n",
      "Sp. Atk           100\n",
      "Sp. Def            80\n",
      "Speed              65\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 344, dtype: object\n",
      "345 #                316\n",
      "Name          Gulpin\n",
      "Type 1        Poison\n",
      "Type 2           NaN\n",
      "HP                70\n",
      "Attack            43\n",
      "Defense           53\n",
      "Sp. Atk           43\n",
      "Sp. Def           53\n",
      "Speed             40\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 345, dtype: object\n",
      "346 #                317\n",
      "Name          Swalot\n",
      "Type 1        Poison\n",
      "Type 2           NaN\n",
      "HP               100\n",
      "Attack            73\n",
      "Defense           83\n",
      "Sp. Atk           73\n",
      "Sp. Def           83\n",
      "Speed             55\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 346, dtype: object\n",
      "347 #                  318\n",
      "Name          Carvanha\n",
      "Type 1           Water\n",
      "Type 2            Dark\n",
      "HP                  45\n",
      "Attack              90\n",
      "Defense             20\n",
      "Sp. Atk             65\n",
      "Sp. Def             20\n",
      "Speed               65\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 347, dtype: object\n",
      "348 #                  319\n",
      "Name          Sharpedo\n",
      "Type 1           Water\n",
      "Type 2            Dark\n",
      "HP                  70\n",
      "Attack             120\n",
      "Defense             40\n",
      "Sp. Atk             95\n",
      "Sp. Def             40\n",
      "Speed               95\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 348, dtype: object\n",
      "349 #                               319\n",
      "Name          SharpedoMega Sharpedo\n",
      "Type 1                        Water\n",
      "Type 2                         Dark\n",
      "HP                               70\n",
      "Attack                          140\n",
      "Defense                          70\n",
      "Sp. Atk                         110\n",
      "Sp. Def                          65\n",
      "Speed                           105\n",
      "Generation                        3\n",
      "Legendary                     False\n",
      "Name: 349, dtype: object\n",
      "350 #                 320\n",
      "Name          Wailmer\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                130\n",
      "Attack             70\n",
      "Defense            35\n",
      "Sp. Atk            70\n",
      "Sp. Def            35\n",
      "Speed              60\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 350, dtype: object\n",
      "351 #                 321\n",
      "Name          Wailord\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                170\n",
      "Attack             90\n",
      "Defense            45\n",
      "Sp. Atk            90\n",
      "Sp. Def            45\n",
      "Speed              60\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 351, dtype: object\n",
      "352 #                322\n",
      "Name           Numel\n",
      "Type 1          Fire\n",
      "Type 2        Ground\n",
      "HP                60\n",
      "Attack            60\n",
      "Defense           40\n",
      "Sp. Atk           65\n",
      "Sp. Def           45\n",
      "Speed             35\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 352, dtype: object\n",
      "353 #                  323\n",
      "Name          Camerupt\n",
      "Type 1            Fire\n",
      "Type 2          Ground\n",
      "HP                  70\n",
      "Attack             100\n",
      "Defense             70\n",
      "Sp. Atk            105\n",
      "Sp. Def             75\n",
      "Speed               40\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 353, dtype: object\n",
      "354 #                               323\n",
      "Name          CameruptMega Camerupt\n",
      "Type 1                         Fire\n",
      "Type 2                       Ground\n",
      "HP                               70\n",
      "Attack                          120\n",
      "Defense                         100\n",
      "Sp. Atk                         145\n",
      "Sp. Def                         105\n",
      "Speed                            20\n",
      "Generation                        3\n",
      "Legendary                     False\n",
      "Name: 354, dtype: object\n",
      "355 #                 324\n",
      "Name          Torkoal\n",
      "Type 1           Fire\n",
      "Type 2            NaN\n",
      "HP                 70\n",
      "Attack             85\n",
      "Defense           140\n",
      "Sp. Atk            85\n",
      "Sp. Def            70\n",
      "Speed              20\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 355, dtype: object\n",
      "356 #                 325\n",
      "Name           Spoink\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             25\n",
      "Defense            35\n",
      "Sp. Atk            70\n",
      "Sp. Def            80\n",
      "Speed              60\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 356, dtype: object\n",
      "357 #                 326\n",
      "Name          Grumpig\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 80\n",
      "Attack             45\n",
      "Defense            65\n",
      "Sp. Atk            90\n",
      "Sp. Def           110\n",
      "Speed              80\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 357, dtype: object\n",
      "358 #                327\n",
      "Name          Spinda\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                60\n",
      "Attack            60\n",
      "Defense           60\n",
      "Sp. Atk           60\n",
      "Sp. Def           60\n",
      "Speed             60\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 358, dtype: object\n",
      "359 #                  328\n",
      "Name          Trapinch\n",
      "Type 1          Ground\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack             100\n",
      "Defense             45\n",
      "Sp. Atk             45\n",
      "Sp. Def             45\n",
      "Speed               10\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 359, dtype: object\n",
      "360 #                 329\n",
      "Name          Vibrava\n",
      "Type 1         Ground\n",
      "Type 2         Dragon\n",
      "HP                 50\n",
      "Attack             70\n",
      "Defense            50\n",
      "Sp. Atk            50\n",
      "Sp. Def            50\n",
      "Speed              70\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 360, dtype: object\n",
      "361 #                330\n",
      "Name          Flygon\n",
      "Type 1        Ground\n",
      "Type 2        Dragon\n",
      "HP                80\n",
      "Attack           100\n",
      "Defense           80\n",
      "Sp. Atk           80\n",
      "Sp. Def           80\n",
      "Speed            100\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 361, dtype: object\n",
      "362 #                331\n",
      "Name          Cacnea\n",
      "Type 1         Grass\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            85\n",
      "Defense           40\n",
      "Sp. Atk           85\n",
      "Sp. Def           40\n",
      "Speed             35\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 362, dtype: object\n",
      "363 #                  332\n",
      "Name          Cacturne\n",
      "Type 1           Grass\n",
      "Type 2            Dark\n",
      "HP                  70\n",
      "Attack             115\n",
      "Defense             60\n",
      "Sp. Atk            115\n",
      "Sp. Def             60\n",
      "Speed               55\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 363, dtype: object\n",
      "364 #                333\n",
      "Name          Swablu\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                45\n",
      "Attack            40\n",
      "Defense           60\n",
      "Sp. Atk           40\n",
      "Sp. Def           75\n",
      "Speed             50\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 364, dtype: object\n",
      "365 #                 334\n",
      "Name          Altaria\n",
      "Type 1         Dragon\n",
      "Type 2         Flying\n",
      "HP                 75\n",
      "Attack             70\n",
      "Defense            90\n",
      "Sp. Atk            70\n",
      "Sp. Def           105\n",
      "Speed              80\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 365, dtype: object\n",
      "366 #                             334\n",
      "Name          AltariaMega Altaria\n",
      "Type 1                     Dragon\n",
      "Type 2                      Fairy\n",
      "HP                             75\n",
      "Attack                        110\n",
      "Defense                       110\n",
      "Sp. Atk                       110\n",
      "Sp. Def                       105\n",
      "Speed                          80\n",
      "Generation                      3\n",
      "Legendary                   False\n",
      "Name: 366, dtype: object\n",
      "367 #                  335\n",
      "Name          Zangoose\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  73\n",
      "Attack             115\n",
      "Defense             60\n",
      "Sp. Atk             60\n",
      "Sp. Def             60\n",
      "Speed               90\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 367, dtype: object\n",
      "368 #                 336\n",
      "Name          Seviper\n",
      "Type 1         Poison\n",
      "Type 2            NaN\n",
      "HP                 73\n",
      "Attack            100\n",
      "Defense            60\n",
      "Sp. Atk           100\n",
      "Sp. Def            60\n",
      "Speed              65\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 368, dtype: object\n",
      "369 #                  337\n",
      "Name          Lunatone\n",
      "Type 1            Rock\n",
      "Type 2         Psychic\n",
      "HP                  70\n",
      "Attack              55\n",
      "Defense             65\n",
      "Sp. Atk             95\n",
      "Sp. Def             85\n",
      "Speed               70\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 369, dtype: object\n",
      "370 #                 338\n",
      "Name          Solrock\n",
      "Type 1           Rock\n",
      "Type 2        Psychic\n",
      "HP                 70\n",
      "Attack             95\n",
      "Defense            85\n",
      "Sp. Atk            55\n",
      "Sp. Def            65\n",
      "Speed              70\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 370, dtype: object\n",
      "371 #                  339\n",
      "Name          Barboach\n",
      "Type 1           Water\n",
      "Type 2          Ground\n",
      "HP                  50\n",
      "Attack              48\n",
      "Defense             43\n",
      "Sp. Atk             46\n",
      "Sp. Def             41\n",
      "Speed               60\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 371, dtype: object\n",
      "372 #                  340\n",
      "Name          Whiscash\n",
      "Type 1           Water\n",
      "Type 2          Ground\n",
      "HP                 110\n",
      "Attack              78\n",
      "Defense             73\n",
      "Sp. Atk             76\n",
      "Sp. Def             71\n",
      "Speed               60\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 372, dtype: object\n",
      "373 #                  341\n",
      "Name          Corphish\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  43\n",
      "Attack              80\n",
      "Defense             65\n",
      "Sp. Atk             50\n",
      "Sp. Def             35\n",
      "Speed               35\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 373, dtype: object\n",
      "374 #                   342\n",
      "Name          Crawdaunt\n",
      "Type 1            Water\n",
      "Type 2             Dark\n",
      "HP                   63\n",
      "Attack              120\n",
      "Defense              85\n",
      "Sp. Atk              90\n",
      "Sp. Def              55\n",
      "Speed                55\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 374, dtype: object\n",
      "375 #                 343\n",
      "Name           Baltoy\n",
      "Type 1         Ground\n",
      "Type 2        Psychic\n",
      "HP                 40\n",
      "Attack             40\n",
      "Defense            55\n",
      "Sp. Atk            40\n",
      "Sp. Def            70\n",
      "Speed              55\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 375, dtype: object\n",
      "376 #                 344\n",
      "Name          Claydol\n",
      "Type 1         Ground\n",
      "Type 2        Psychic\n",
      "HP                 60\n",
      "Attack             70\n",
      "Defense           105\n",
      "Sp. Atk            70\n",
      "Sp. Def           120\n",
      "Speed              75\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 376, dtype: object\n",
      "377 #                345\n",
      "Name          Lileep\n",
      "Type 1          Rock\n",
      "Type 2         Grass\n",
      "HP                66\n",
      "Attack            41\n",
      "Defense           77\n",
      "Sp. Atk           61\n",
      "Sp. Def           87\n",
      "Speed             23\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 377, dtype: object\n",
      "378 #                 346\n",
      "Name          Cradily\n",
      "Type 1           Rock\n",
      "Type 2          Grass\n",
      "HP                 86\n",
      "Attack             81\n",
      "Defense            97\n",
      "Sp. Atk            81\n",
      "Sp. Def           107\n",
      "Speed              43\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 378, dtype: object\n",
      "379 #                 347\n",
      "Name          Anorith\n",
      "Type 1           Rock\n",
      "Type 2            Bug\n",
      "HP                 45\n",
      "Attack             95\n",
      "Defense            50\n",
      "Sp. Atk            40\n",
      "Sp. Def            50\n",
      "Speed              75\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 379, dtype: object\n",
      "380 #                 348\n",
      "Name          Armaldo\n",
      "Type 1           Rock\n",
      "Type 2            Bug\n",
      "HP                 75\n",
      "Attack            125\n",
      "Defense           100\n",
      "Sp. Atk            70\n",
      "Sp. Def            80\n",
      "Speed              45\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 380, dtype: object\n",
      "381 #                349\n",
      "Name          Feebas\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                20\n",
      "Attack            15\n",
      "Defense           20\n",
      "Sp. Atk           10\n",
      "Sp. Def           55\n",
      "Speed             80\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 381, dtype: object\n",
      "382 #                 350\n",
      "Name          Milotic\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 95\n",
      "Attack             60\n",
      "Defense            79\n",
      "Sp. Atk           100\n",
      "Sp. Def           125\n",
      "Speed              81\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 382, dtype: object\n",
      "383 #                  351\n",
      "Name          Castform\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              70\n",
      "Defense             70\n",
      "Sp. Atk             70\n",
      "Sp. Def             70\n",
      "Speed               70\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 383, dtype: object\n",
      "384 #                 352\n",
      "Name          Kecleon\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             90\n",
      "Defense            70\n",
      "Sp. Atk            60\n",
      "Sp. Def           120\n",
      "Speed              40\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 384, dtype: object\n",
      "385 #                 353\n",
      "Name          Shuppet\n",
      "Type 1          Ghost\n",
      "Type 2            NaN\n",
      "HP                 44\n",
      "Attack             75\n",
      "Defense            35\n",
      "Sp. Atk            63\n",
      "Sp. Def            33\n",
      "Speed              45\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 385, dtype: object\n",
      "386 #                 354\n",
      "Name          Banette\n",
      "Type 1          Ghost\n",
      "Type 2            NaN\n",
      "HP                 64\n",
      "Attack            115\n",
      "Defense            65\n",
      "Sp. Atk            83\n",
      "Sp. Def            63\n",
      "Speed              65\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 386, dtype: object\n",
      "387 #                             354\n",
      "Name          BanetteMega Banette\n",
      "Type 1                      Ghost\n",
      "Type 2                        NaN\n",
      "HP                             64\n",
      "Attack                        165\n",
      "Defense                        75\n",
      "Sp. Atk                        93\n",
      "Sp. Def                        83\n",
      "Speed                          75\n",
      "Generation                      3\n",
      "Legendary                   False\n",
      "Name: 387, dtype: object\n",
      "388 #                 355\n",
      "Name          Duskull\n",
      "Type 1          Ghost\n",
      "Type 2            NaN\n",
      "HP                 20\n",
      "Attack             40\n",
      "Defense            90\n",
      "Sp. Atk            30\n",
      "Sp. Def            90\n",
      "Speed              25\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 388, dtype: object\n",
      "389 #                  356\n",
      "Name          Dusclops\n",
      "Type 1           Ghost\n",
      "Type 2             NaN\n",
      "HP                  40\n",
      "Attack              70\n",
      "Defense            130\n",
      "Sp. Atk             60\n",
      "Sp. Def            130\n",
      "Speed               25\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 389, dtype: object\n",
      "390 #                 357\n",
      "Name          Tropius\n",
      "Type 1          Grass\n",
      "Type 2         Flying\n",
      "HP                 99\n",
      "Attack             68\n",
      "Defense            83\n",
      "Sp. Atk            72\n",
      "Sp. Def            87\n",
      "Speed              51\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 390, dtype: object\n",
      "391 #                  358\n",
      "Name          Chimecho\n",
      "Type 1         Psychic\n",
      "Type 2             NaN\n",
      "HP                  65\n",
      "Attack              50\n",
      "Defense             70\n",
      "Sp. Atk             95\n",
      "Sp. Def             80\n",
      "Speed               65\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 391, dtype: object\n",
      "392 #               359\n",
      "Name          Absol\n",
      "Type 1         Dark\n",
      "Type 2          NaN\n",
      "HP               65\n",
      "Attack          130\n",
      "Defense          60\n",
      "Sp. Atk          75\n",
      "Sp. Def          60\n",
      "Speed            75\n",
      "Generation        3\n",
      "Legendary     False\n",
      "Name: 392, dtype: object\n",
      "393 #                         359\n",
      "Name          AbsolMega Absol\n",
      "Type 1                   Dark\n",
      "Type 2                    NaN\n",
      "HP                         65\n",
      "Attack                    150\n",
      "Defense                    60\n",
      "Sp. Atk                   115\n",
      "Sp. Def                    60\n",
      "Speed                     115\n",
      "Generation                  3\n",
      "Legendary               False\n",
      "Name: 393, dtype: object\n",
      "394 #                 360\n",
      "Name           Wynaut\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 95\n",
      "Attack             23\n",
      "Defense            48\n",
      "Sp. Atk            23\n",
      "Sp. Def            48\n",
      "Speed              23\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 394, dtype: object\n",
      "395 #                 361\n",
      "Name          Snorunt\n",
      "Type 1            Ice\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             50\n",
      "Defense            50\n",
      "Sp. Atk            50\n",
      "Sp. Def            50\n",
      "Speed              50\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 395, dtype: object\n",
      "396 #                362\n",
      "Name          Glalie\n",
      "Type 1           Ice\n",
      "Type 2           NaN\n",
      "HP                80\n",
      "Attack            80\n",
      "Defense           80\n",
      "Sp. Atk           80\n",
      "Sp. Def           80\n",
      "Speed             80\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 396, dtype: object\n",
      "397 #                           362\n",
      "Name          GlalieMega Glalie\n",
      "Type 1                      Ice\n",
      "Type 2                      NaN\n",
      "HP                           80\n",
      "Attack                      120\n",
      "Defense                      80\n",
      "Sp. Atk                     120\n",
      "Sp. Def                      80\n",
      "Speed                       100\n",
      "Generation                    3\n",
      "Legendary                 False\n",
      "Name: 397, dtype: object\n",
      "398 #                363\n",
      "Name          Spheal\n",
      "Type 1           Ice\n",
      "Type 2         Water\n",
      "HP                70\n",
      "Attack            40\n",
      "Defense           50\n",
      "Sp. Atk           55\n",
      "Sp. Def           50\n",
      "Speed             25\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 398, dtype: object\n",
      "399 #                364\n",
      "Name          Sealeo\n",
      "Type 1           Ice\n",
      "Type 2         Water\n",
      "HP                90\n",
      "Attack            60\n",
      "Defense           70\n",
      "Sp. Atk           75\n",
      "Sp. Def           70\n",
      "Speed             45\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 399, dtype: object\n",
      "400 #                 365\n",
      "Name          Walrein\n",
      "Type 1            Ice\n",
      "Type 2          Water\n",
      "HP                110\n",
      "Attack             80\n",
      "Defense            90\n",
      "Sp. Atk            95\n",
      "Sp. Def            90\n",
      "Speed              65\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 400, dtype: object\n",
      "401 #                  366\n",
      "Name          Clamperl\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  35\n",
      "Attack              64\n",
      "Defense             85\n",
      "Sp. Atk             74\n",
      "Sp. Def             55\n",
      "Speed               32\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 401, dtype: object\n",
      "402 #                 367\n",
      "Name          Huntail\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 55\n",
      "Attack            104\n",
      "Defense           105\n",
      "Sp. Atk            94\n",
      "Sp. Def            75\n",
      "Speed              52\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 402, dtype: object\n",
      "403 #                  368\n",
      "Name          Gorebyss\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              84\n",
      "Defense            105\n",
      "Sp. Atk            114\n",
      "Sp. Def             75\n",
      "Speed               52\n",
      "Generation           3\n",
      "Legendary        False\n",
      "Name: 403, dtype: object\n",
      "404 #                   369\n",
      "Name          Relicanth\n",
      "Type 1            Water\n",
      "Type 2             Rock\n",
      "HP                  100\n",
      "Attack               90\n",
      "Defense             130\n",
      "Sp. Atk              45\n",
      "Sp. Def              65\n",
      "Speed                55\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 404, dtype: object\n",
      "405 #                 370\n",
      "Name          Luvdisc\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 43\n",
      "Attack             30\n",
      "Defense            55\n",
      "Sp. Atk            40\n",
      "Sp. Def            65\n",
      "Speed              97\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 405, dtype: object\n",
      "406 #                371\n",
      "Name           Bagon\n",
      "Type 1        Dragon\n",
      "Type 2           NaN\n",
      "HP                45\n",
      "Attack            75\n",
      "Defense           60\n",
      "Sp. Atk           40\n",
      "Sp. Def           30\n",
      "Speed             50\n",
      "Generation         3\n",
      "Legendary      False\n",
      "Name: 406, dtype: object\n",
      "407 #                 372\n",
      "Name          Shelgon\n",
      "Type 1         Dragon\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             95\n",
      "Defense           100\n",
      "Sp. Atk            60\n",
      "Sp. Def            50\n",
      "Speed              50\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 407, dtype: object\n",
      "408 #                   373\n",
      "Name          Salamence\n",
      "Type 1           Dragon\n",
      "Type 2           Flying\n",
      "HP                   95\n",
      "Attack              135\n",
      "Defense              80\n",
      "Sp. Atk             110\n",
      "Sp. Def              80\n",
      "Speed               100\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 408, dtype: object\n",
      "409 #                                 373\n",
      "Name          SalamenceMega Salamence\n",
      "Type 1                         Dragon\n",
      "Type 2                         Flying\n",
      "HP                                 95\n",
      "Attack                            145\n",
      "Defense                           130\n",
      "Sp. Atk                           120\n",
      "Sp. Def                            90\n",
      "Speed                             120\n",
      "Generation                          3\n",
      "Legendary                       False\n",
      "Name: 409, dtype: object\n",
      "410 #                 374\n",
      "Name           Beldum\n",
      "Type 1          Steel\n",
      "Type 2        Psychic\n",
      "HP                 40\n",
      "Attack             55\n",
      "Defense            80\n",
      "Sp. Atk            35\n",
      "Sp. Def            60\n",
      "Speed              30\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 410, dtype: object\n",
      "411 #                 375\n",
      "Name           Metang\n",
      "Type 1          Steel\n",
      "Type 2        Psychic\n",
      "HP                 60\n",
      "Attack             75\n",
      "Defense           100\n",
      "Sp. Atk            55\n",
      "Sp. Def            80\n",
      "Speed              50\n",
      "Generation          3\n",
      "Legendary       False\n",
      "Name: 411, dtype: object\n",
      "412 #                   376\n",
      "Name          Metagross\n",
      "Type 1            Steel\n",
      "Type 2          Psychic\n",
      "HP                   80\n",
      "Attack              135\n",
      "Defense             130\n",
      "Sp. Atk              95\n",
      "Sp. Def              90\n",
      "Speed                70\n",
      "Generation            3\n",
      "Legendary         False\n",
      "Name: 412, dtype: object\n",
      "413 #                                 376\n",
      "Name          MetagrossMega Metagross\n",
      "Type 1                          Steel\n",
      "Type 2                        Psychic\n",
      "HP                                 80\n",
      "Attack                            145\n",
      "Defense                           150\n",
      "Sp. Atk                           105\n",
      "Sp. Def                           110\n",
      "Speed                             110\n",
      "Generation                          3\n",
      "Legendary                       False\n",
      "Name: 413, dtype: object\n",
      "414 #                  377\n",
      "Name          Regirock\n",
      "Type 1            Rock\n",
      "Type 2             NaN\n",
      "HP                  80\n",
      "Attack             100\n",
      "Defense            200\n",
      "Sp. Atk             50\n",
      "Sp. Def            100\n",
      "Speed               50\n",
      "Generation           3\n",
      "Legendary         True\n",
      "Name: 414, dtype: object\n",
      "415 #                378\n",
      "Name          Regice\n",
      "Type 1           Ice\n",
      "Type 2           NaN\n",
      "HP                80\n",
      "Attack            50\n",
      "Defense          100\n",
      "Sp. Atk          100\n",
      "Sp. Def          200\n",
      "Speed             50\n",
      "Generation         3\n",
      "Legendary       True\n",
      "Name: 415, dtype: object\n",
      "416 #                   379\n",
      "Name          Registeel\n",
      "Type 1            Steel\n",
      "Type 2              NaN\n",
      "HP                   80\n",
      "Attack               75\n",
      "Defense             150\n",
      "Sp. Atk              75\n",
      "Sp. Def             150\n",
      "Speed                50\n",
      "Generation            3\n",
      "Legendary          True\n",
      "Name: 416, dtype: object\n",
      "417 #                 380\n",
      "Name           Latias\n",
      "Type 1         Dragon\n",
      "Type 2        Psychic\n",
      "HP                 80\n",
      "Attack             80\n",
      "Defense            90\n",
      "Sp. Atk           110\n",
      "Sp. Def           130\n",
      "Speed             110\n",
      "Generation          3\n",
      "Legendary        True\n",
      "Name: 417, dtype: object\n",
      "418 #                           380\n",
      "Name          LatiasMega Latias\n",
      "Type 1                   Dragon\n",
      "Type 2                  Psychic\n",
      "HP                           80\n",
      "Attack                      100\n",
      "Defense                     120\n",
      "Sp. Atk                     140\n",
      "Sp. Def                     150\n",
      "Speed                       110\n",
      "Generation                    3\n",
      "Legendary                  True\n",
      "Name: 418, dtype: object\n",
      "419 #                 381\n",
      "Name           Latios\n",
      "Type 1         Dragon\n",
      "Type 2        Psychic\n",
      "HP                 80\n",
      "Attack             90\n",
      "Defense            80\n",
      "Sp. Atk           130\n",
      "Sp. Def           110\n",
      "Speed             110\n",
      "Generation          3\n",
      "Legendary        True\n",
      "Name: 419, dtype: object\n",
      "420 #                           381\n",
      "Name          LatiosMega Latios\n",
      "Type 1                   Dragon\n",
      "Type 2                  Psychic\n",
      "HP                           80\n",
      "Attack                      130\n",
      "Defense                     100\n",
      "Sp. Atk                     160\n",
      "Sp. Def                     120\n",
      "Speed                       110\n",
      "Generation                    3\n",
      "Legendary                  True\n",
      "Name: 420, dtype: object\n",
      "421 #                382\n",
      "Name          Kyogre\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP               100\n",
      "Attack           100\n",
      "Defense           90\n",
      "Sp. Atk          150\n",
      "Sp. Def          140\n",
      "Speed             90\n",
      "Generation         3\n",
      "Legendary       True\n",
      "Name: 421, dtype: object\n",
      "422 #                             382\n",
      "Name          KyogrePrimal Kyogre\n",
      "Type 1                      Water\n",
      "Type 2                        NaN\n",
      "HP                            100\n",
      "Attack                        150\n",
      "Defense                        90\n",
      "Sp. Atk                       180\n",
      "Sp. Def                       160\n",
      "Speed                          90\n",
      "Generation                      3\n",
      "Legendary                    True\n",
      "Name: 422, dtype: object\n",
      "423 #                 383\n",
      "Name          Groudon\n",
      "Type 1         Ground\n",
      "Type 2            NaN\n",
      "HP                100\n",
      "Attack            150\n",
      "Defense           140\n",
      "Sp. Atk           100\n",
      "Sp. Def            90\n",
      "Speed              90\n",
      "Generation          3\n",
      "Legendary        True\n",
      "Name: 423, dtype: object\n",
      "424 #                               383\n",
      "Name          GroudonPrimal Groudon\n",
      "Type 1                       Ground\n",
      "Type 2                         Fire\n",
      "HP                              100\n",
      "Attack                          180\n",
      "Defense                         160\n",
      "Sp. Atk                         150\n",
      "Sp. Def                          90\n",
      "Speed                            90\n",
      "Generation                        3\n",
      "Legendary                      True\n",
      "Name: 424, dtype: object\n",
      "425 #                  384\n",
      "Name          Rayquaza\n",
      "Type 1          Dragon\n",
      "Type 2          Flying\n",
      "HP                 105\n",
      "Attack             150\n",
      "Defense             90\n",
      "Sp. Atk            150\n",
      "Sp. Def             90\n",
      "Speed               95\n",
      "Generation           3\n",
      "Legendary         True\n",
      "Name: 425, dtype: object\n",
      "426 #                               384\n",
      "Name          RayquazaMega Rayquaza\n",
      "Type 1                       Dragon\n",
      "Type 2                       Flying\n",
      "HP                              105\n",
      "Attack                          180\n",
      "Defense                         100\n",
      "Sp. Atk                         180\n",
      "Sp. Def                         100\n",
      "Speed                           115\n",
      "Generation                        3\n",
      "Legendary                      True\n",
      "Name: 426, dtype: object\n",
      "427 #                 385\n",
      "Name          Jirachi\n",
      "Type 1          Steel\n",
      "Type 2        Psychic\n",
      "HP                100\n",
      "Attack            100\n",
      "Defense           100\n",
      "Sp. Atk           100\n",
      "Sp. Def           100\n",
      "Speed             100\n",
      "Generation          3\n",
      "Legendary        True\n",
      "Name: 427, dtype: object\n",
      "428 #                            386\n",
      "Name          DeoxysNormal Forme\n",
      "Type 1                   Psychic\n",
      "Type 2                       NaN\n",
      "HP                            50\n",
      "Attack                       150\n",
      "Defense                       50\n",
      "Sp. Atk                      150\n",
      "Sp. Def                       50\n",
      "Speed                        150\n",
      "Generation                     3\n",
      "Legendary                   True\n",
      "Name: 428, dtype: object\n",
      "429 #                            386\n",
      "Name          DeoxysAttack Forme\n",
      "Type 1                   Psychic\n",
      "Type 2                       NaN\n",
      "HP                            50\n",
      "Attack                       180\n",
      "Defense                       20\n",
      "Sp. Atk                      180\n",
      "Sp. Def                       20\n",
      "Speed                        150\n",
      "Generation                     3\n",
      "Legendary                   True\n",
      "Name: 429, dtype: object\n",
      "430 #                             386\n",
      "Name          DeoxysDefense Forme\n",
      "Type 1                    Psychic\n",
      "Type 2                        NaN\n",
      "HP                             50\n",
      "Attack                         70\n",
      "Defense                       160\n",
      "Sp. Atk                        70\n",
      "Sp. Def                       160\n",
      "Speed                          90\n",
      "Generation                      3\n",
      "Legendary                    True\n",
      "Name: 430, dtype: object\n",
      "431 #                           386\n",
      "Name          DeoxysSpeed Forme\n",
      "Type 1                  Psychic\n",
      "Type 2                      NaN\n",
      "HP                           50\n",
      "Attack                       95\n",
      "Defense                      90\n",
      "Sp. Atk                      95\n",
      "Sp. Def                      90\n",
      "Speed                       180\n",
      "Generation                    3\n",
      "Legendary                  True\n",
      "Name: 431, dtype: object\n",
      "432 #                 387\n",
      "Name          Turtwig\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 55\n",
      "Attack             68\n",
      "Defense            64\n",
      "Sp. Atk            45\n",
      "Sp. Def            55\n",
      "Speed              31\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 432, dtype: object\n",
      "433 #                388\n",
      "Name          Grotle\n",
      "Type 1         Grass\n",
      "Type 2           NaN\n",
      "HP                75\n",
      "Attack            89\n",
      "Defense           85\n",
      "Sp. Atk           55\n",
      "Sp. Def           65\n",
      "Speed             36\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 433, dtype: object\n",
      "434 #                  389\n",
      "Name          Torterra\n",
      "Type 1           Grass\n",
      "Type 2          Ground\n",
      "HP                  95\n",
      "Attack             109\n",
      "Defense            105\n",
      "Sp. Atk             75\n",
      "Sp. Def             85\n",
      "Speed               56\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 434, dtype: object\n",
      "435 #                  390\n",
      "Name          Chimchar\n",
      "Type 1            Fire\n",
      "Type 2             NaN\n",
      "HP                  44\n",
      "Attack              58\n",
      "Defense             44\n",
      "Sp. Atk             58\n",
      "Sp. Def             44\n",
      "Speed               61\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 435, dtype: object\n",
      "436 #                  391\n",
      "Name          Monferno\n",
      "Type 1            Fire\n",
      "Type 2        Fighting\n",
      "HP                  64\n",
      "Attack              78\n",
      "Defense             52\n",
      "Sp. Atk             78\n",
      "Sp. Def             52\n",
      "Speed               81\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 436, dtype: object\n",
      "437 #                   392\n",
      "Name          Infernape\n",
      "Type 1             Fire\n",
      "Type 2         Fighting\n",
      "HP                   76\n",
      "Attack              104\n",
      "Defense              71\n",
      "Sp. Atk             104\n",
      "Sp. Def              71\n",
      "Speed               108\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 437, dtype: object\n",
      "438 #                393\n",
      "Name          Piplup\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                53\n",
      "Attack            51\n",
      "Defense           53\n",
      "Sp. Atk           61\n",
      "Sp. Def           56\n",
      "Speed             40\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 438, dtype: object\n",
      "439 #                  394\n",
      "Name          Prinplup\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  64\n",
      "Attack              66\n",
      "Defense             68\n",
      "Sp. Atk             81\n",
      "Sp. Def             76\n",
      "Speed               50\n",
      "Generation           4\n",
      "Legendary        False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: 439, dtype: object\n",
      "440 #                  395\n",
      "Name          Empoleon\n",
      "Type 1           Water\n",
      "Type 2           Steel\n",
      "HP                  84\n",
      "Attack              86\n",
      "Defense             88\n",
      "Sp. Atk            111\n",
      "Sp. Def            101\n",
      "Speed               60\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 440, dtype: object\n",
      "441 #                396\n",
      "Name          Starly\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                40\n",
      "Attack            55\n",
      "Defense           30\n",
      "Sp. Atk           30\n",
      "Sp. Def           30\n",
      "Speed             60\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 441, dtype: object\n",
      "442 #                  397\n",
      "Name          Staravia\n",
      "Type 1          Normal\n",
      "Type 2          Flying\n",
      "HP                  55\n",
      "Attack              75\n",
      "Defense             50\n",
      "Sp. Atk             40\n",
      "Sp. Def             40\n",
      "Speed               80\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 442, dtype: object\n",
      "443 #                   398\n",
      "Name          Staraptor\n",
      "Type 1           Normal\n",
      "Type 2           Flying\n",
      "HP                   85\n",
      "Attack              120\n",
      "Defense              70\n",
      "Sp. Atk              50\n",
      "Sp. Def              60\n",
      "Speed               100\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 443, dtype: object\n",
      "444 #                399\n",
      "Name          Bidoof\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                59\n",
      "Attack            45\n",
      "Defense           40\n",
      "Sp. Atk           35\n",
      "Sp. Def           40\n",
      "Speed             31\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 444, dtype: object\n",
      "445 #                 400\n",
      "Name          Bibarel\n",
      "Type 1         Normal\n",
      "Type 2          Water\n",
      "HP                 79\n",
      "Attack             85\n",
      "Defense            60\n",
      "Sp. Atk            55\n",
      "Sp. Def            60\n",
      "Speed              71\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 445, dtype: object\n",
      "446 #                   401\n",
      "Name          Kricketot\n",
      "Type 1              Bug\n",
      "Type 2              NaN\n",
      "HP                   37\n",
      "Attack               25\n",
      "Defense              41\n",
      "Sp. Atk              25\n",
      "Sp. Def              41\n",
      "Speed                25\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 446, dtype: object\n",
      "447 #                    402\n",
      "Name          Kricketune\n",
      "Type 1               Bug\n",
      "Type 2               NaN\n",
      "HP                    77\n",
      "Attack                85\n",
      "Defense               51\n",
      "Sp. Atk               55\n",
      "Sp. Def               51\n",
      "Speed                 65\n",
      "Generation             4\n",
      "Legendary          False\n",
      "Name: 447, dtype: object\n",
      "448 #                  403\n",
      "Name             Shinx\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack              65\n",
      "Defense             34\n",
      "Sp. Atk             40\n",
      "Sp. Def             34\n",
      "Speed               45\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 448, dtype: object\n",
      "449 #                  404\n",
      "Name             Luxio\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  60\n",
      "Attack              85\n",
      "Defense             49\n",
      "Sp. Atk             60\n",
      "Sp. Def             49\n",
      "Speed               60\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 449, dtype: object\n",
      "450 #                  405\n",
      "Name            Luxray\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  80\n",
      "Attack             120\n",
      "Defense             79\n",
      "Sp. Atk             95\n",
      "Sp. Def             79\n",
      "Speed               70\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 450, dtype: object\n",
      "451 #                406\n",
      "Name           Budew\n",
      "Type 1         Grass\n",
      "Type 2        Poison\n",
      "HP                40\n",
      "Attack            30\n",
      "Defense           35\n",
      "Sp. Atk           50\n",
      "Sp. Def           70\n",
      "Speed             55\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 451, dtype: object\n",
      "452 #                  407\n",
      "Name          Roserade\n",
      "Type 1           Grass\n",
      "Type 2          Poison\n",
      "HP                  60\n",
      "Attack              70\n",
      "Defense             65\n",
      "Sp. Atk            125\n",
      "Sp. Def            105\n",
      "Speed               90\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 452, dtype: object\n",
      "453 #                  408\n",
      "Name          Cranidos\n",
      "Type 1            Rock\n",
      "Type 2             NaN\n",
      "HP                  67\n",
      "Attack             125\n",
      "Defense             40\n",
      "Sp. Atk             30\n",
      "Sp. Def             30\n",
      "Speed               58\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 453, dtype: object\n",
      "454 #                   409\n",
      "Name          Rampardos\n",
      "Type 1             Rock\n",
      "Type 2              NaN\n",
      "HP                   97\n",
      "Attack              165\n",
      "Defense              60\n",
      "Sp. Atk              65\n",
      "Sp. Def              50\n",
      "Speed                58\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 454, dtype: object\n",
      "455 #                  410\n",
      "Name          Shieldon\n",
      "Type 1            Rock\n",
      "Type 2           Steel\n",
      "HP                  30\n",
      "Attack              42\n",
      "Defense            118\n",
      "Sp. Atk             42\n",
      "Sp. Def             88\n",
      "Speed               30\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 455, dtype: object\n",
      "456 #                   411\n",
      "Name          Bastiodon\n",
      "Type 1             Rock\n",
      "Type 2            Steel\n",
      "HP                   60\n",
      "Attack               52\n",
      "Defense             168\n",
      "Sp. Atk              47\n",
      "Sp. Def             138\n",
      "Speed                30\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 456, dtype: object\n",
      "457 #               412\n",
      "Name          Burmy\n",
      "Type 1          Bug\n",
      "Type 2          NaN\n",
      "HP               40\n",
      "Attack           29\n",
      "Defense          45\n",
      "Sp. Atk          29\n",
      "Sp. Def          45\n",
      "Speed            36\n",
      "Generation        4\n",
      "Legendary     False\n",
      "Name: 457, dtype: object\n",
      "458 #                             413\n",
      "Name          WormadamPlant Cloak\n",
      "Type 1                        Bug\n",
      "Type 2                      Grass\n",
      "HP                             60\n",
      "Attack                         59\n",
      "Defense                        85\n",
      "Sp. Atk                        79\n",
      "Sp. Def                       105\n",
      "Speed                          36\n",
      "Generation                      4\n",
      "Legendary                   False\n",
      "Name: 458, dtype: object\n",
      "459 #                             413\n",
      "Name          WormadamSandy Cloak\n",
      "Type 1                        Bug\n",
      "Type 2                     Ground\n",
      "HP                             60\n",
      "Attack                         79\n",
      "Defense                       105\n",
      "Sp. Atk                        59\n",
      "Sp. Def                        85\n",
      "Speed                          36\n",
      "Generation                      4\n",
      "Legendary                   False\n",
      "Name: 459, dtype: object\n",
      "460 #                             413\n",
      "Name          WormadamTrash Cloak\n",
      "Type 1                        Bug\n",
      "Type 2                      Steel\n",
      "HP                             60\n",
      "Attack                         69\n",
      "Defense                        95\n",
      "Sp. Atk                        69\n",
      "Sp. Def                        95\n",
      "Speed                          36\n",
      "Generation                      4\n",
      "Legendary                   False\n",
      "Name: 460, dtype: object\n",
      "461 #                414\n",
      "Name          Mothim\n",
      "Type 1           Bug\n",
      "Type 2        Flying\n",
      "HP                70\n",
      "Attack            94\n",
      "Defense           50\n",
      "Sp. Atk           94\n",
      "Sp. Def           50\n",
      "Speed             66\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 461, dtype: object\n",
      "462 #                415\n",
      "Name          Combee\n",
      "Type 1           Bug\n",
      "Type 2        Flying\n",
      "HP                30\n",
      "Attack            30\n",
      "Defense           42\n",
      "Sp. Atk           30\n",
      "Sp. Def           42\n",
      "Speed             70\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 462, dtype: object\n",
      "463 #                   416\n",
      "Name          Vespiquen\n",
      "Type 1              Bug\n",
      "Type 2           Flying\n",
      "HP                   70\n",
      "Attack               80\n",
      "Defense             102\n",
      "Sp. Atk              80\n",
      "Sp. Def             102\n",
      "Speed                40\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 463, dtype: object\n",
      "464 #                   417\n",
      "Name          Pachirisu\n",
      "Type 1         Electric\n",
      "Type 2              NaN\n",
      "HP                   60\n",
      "Attack               45\n",
      "Defense              70\n",
      "Sp. Atk              45\n",
      "Sp. Def              90\n",
      "Speed                95\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 464, dtype: object\n",
      "465 #                418\n",
      "Name          Buizel\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                55\n",
      "Attack            65\n",
      "Defense           35\n",
      "Sp. Atk           60\n",
      "Sp. Def           30\n",
      "Speed             85\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 465, dtype: object\n",
      "466 #                  419\n",
      "Name          Floatzel\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  85\n",
      "Attack             105\n",
      "Defense             55\n",
      "Sp. Atk             85\n",
      "Sp. Def             50\n",
      "Speed              115\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 466, dtype: object\n",
      "467 #                 420\n",
      "Name          Cherubi\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 45\n",
      "Attack             35\n",
      "Defense            45\n",
      "Sp. Atk            62\n",
      "Sp. Def            53\n",
      "Speed              35\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 467, dtype: object\n",
      "468 #                 421\n",
      "Name          Cherrim\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 70\n",
      "Attack             60\n",
      "Defense            70\n",
      "Sp. Atk            87\n",
      "Sp. Def            78\n",
      "Speed              85\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 468, dtype: object\n",
      "469 #                 422\n",
      "Name          Shellos\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 76\n",
      "Attack             48\n",
      "Defense            48\n",
      "Sp. Atk            57\n",
      "Sp. Def            62\n",
      "Speed              34\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 469, dtype: object\n",
      "470 #                   423\n",
      "Name          Gastrodon\n",
      "Type 1            Water\n",
      "Type 2           Ground\n",
      "HP                  111\n",
      "Attack               83\n",
      "Defense              68\n",
      "Sp. Atk              92\n",
      "Sp. Def              82\n",
      "Speed                39\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 470, dtype: object\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "471 #                 424\n",
      "Name          Ambipom\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 75\n",
      "Attack            100\n",
      "Defense            66\n",
      "Sp. Atk            60\n",
      "Sp. Def            66\n",
      "Speed             115\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 471, dtype: object\n",
      "472 #                  425\n",
      "Name          Drifloon\n",
      "Type 1           Ghost\n",
      "Type 2          Flying\n",
      "HP                  90\n",
      "Attack              50\n",
      "Defense             34\n",
      "Sp. Atk             60\n",
      "Sp. Def             44\n",
      "Speed               70\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 472, dtype: object\n",
      "473 #                  426\n",
      "Name          Drifblim\n",
      "Type 1           Ghost\n",
      "Type 2          Flying\n",
      "HP                 150\n",
      "Attack              80\n",
      "Defense             44\n",
      "Sp. Atk             90\n",
      "Sp. Def             54\n",
      "Speed               80\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 473, dtype: object\n",
      "474 #                 427\n",
      "Name          Buneary\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 55\n",
      "Attack             66\n",
      "Defense            44\n",
      "Sp. Atk            44\n",
      "Sp. Def            56\n",
      "Speed              85\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 474, dtype: object\n",
      "475 #                 428\n",
      "Name          Lopunny\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             76\n",
      "Defense            84\n",
      "Sp. Atk            54\n",
      "Sp. Def            96\n",
      "Speed             105\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 475, dtype: object\n",
      "476 #                             428\n",
      "Name          LopunnyMega Lopunny\n",
      "Type 1                     Normal\n",
      "Type 2                   Fighting\n",
      "HP                             65\n",
      "Attack                        136\n",
      "Defense                        94\n",
      "Sp. Atk                        54\n",
      "Sp. Def                        96\n",
      "Speed                         135\n",
      "Generation                      4\n",
      "Legendary                   False\n",
      "Name: 476, dtype: object\n",
      "477 #                   429\n",
      "Name          Mismagius\n",
      "Type 1            Ghost\n",
      "Type 2              NaN\n",
      "HP                   60\n",
      "Attack               60\n",
      "Defense              60\n",
      "Sp. Atk             105\n",
      "Sp. Def             105\n",
      "Speed               105\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 477, dtype: object\n",
      "478 #                   430\n",
      "Name          Honchkrow\n",
      "Type 1             Dark\n",
      "Type 2           Flying\n",
      "HP                  100\n",
      "Attack              125\n",
      "Defense              52\n",
      "Sp. Atk             105\n",
      "Sp. Def              52\n",
      "Speed                71\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 478, dtype: object\n",
      "479 #                 431\n",
      "Name          Glameow\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 49\n",
      "Attack             55\n",
      "Defense            42\n",
      "Sp. Atk            42\n",
      "Sp. Def            37\n",
      "Speed              85\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 479, dtype: object\n",
      "480 #                 432\n",
      "Name          Purugly\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 71\n",
      "Attack             82\n",
      "Defense            64\n",
      "Sp. Atk            64\n",
      "Sp. Def            59\n",
      "Speed             112\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 480, dtype: object\n",
      "481 #                   433\n",
      "Name          Chingling\n",
      "Type 1          Psychic\n",
      "Type 2              NaN\n",
      "HP                   45\n",
      "Attack               30\n",
      "Defense              50\n",
      "Sp. Atk              65\n",
      "Sp. Def              50\n",
      "Speed                45\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 481, dtype: object\n",
      "482 #                434\n",
      "Name          Stunky\n",
      "Type 1        Poison\n",
      "Type 2          Dark\n",
      "HP                63\n",
      "Attack            63\n",
      "Defense           47\n",
      "Sp. Atk           41\n",
      "Sp. Def           41\n",
      "Speed             74\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 482, dtype: object\n",
      "483 #                  435\n",
      "Name          Skuntank\n",
      "Type 1          Poison\n",
      "Type 2            Dark\n",
      "HP                 103\n",
      "Attack              93\n",
      "Defense             67\n",
      "Sp. Atk             71\n",
      "Sp. Def             61\n",
      "Speed               84\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 483, dtype: object\n",
      "484 #                 436\n",
      "Name          Bronzor\n",
      "Type 1          Steel\n",
      "Type 2        Psychic\n",
      "HP                 57\n",
      "Attack             24\n",
      "Defense            86\n",
      "Sp. Atk            24\n",
      "Sp. Def            86\n",
      "Speed              23\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 484, dtype: object\n",
      "485 #                  437\n",
      "Name          Bronzong\n",
      "Type 1           Steel\n",
      "Type 2         Psychic\n",
      "HP                  67\n",
      "Attack              89\n",
      "Defense            116\n",
      "Sp. Atk             79\n",
      "Sp. Def            116\n",
      "Speed               33\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 485, dtype: object\n",
      "486 #                438\n",
      "Name          Bonsly\n",
      "Type 1          Rock\n",
      "Type 2           NaN\n",
      "HP                50\n",
      "Attack            80\n",
      "Defense           95\n",
      "Sp. Atk           10\n",
      "Sp. Def           45\n",
      "Speed             10\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 486, dtype: object\n",
      "487 #                  439\n",
      "Name          Mime Jr.\n",
      "Type 1         Psychic\n",
      "Type 2           Fairy\n",
      "HP                  20\n",
      "Attack              25\n",
      "Defense             45\n",
      "Sp. Atk             70\n",
      "Sp. Def             90\n",
      "Speed               60\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 487, dtype: object\n",
      "488 #                 440\n",
      "Name          Happiny\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                100\n",
      "Attack              5\n",
      "Defense             5\n",
      "Sp. Atk            15\n",
      "Sp. Def            65\n",
      "Speed              30\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 488, dtype: object\n",
      "489 #                441\n",
      "Name          Chatot\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                76\n",
      "Attack            65\n",
      "Defense           45\n",
      "Sp. Atk           92\n",
      "Sp. Def           42\n",
      "Speed             91\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 489, dtype: object\n",
      "490 #                   442\n",
      "Name          Spiritomb\n",
      "Type 1            Ghost\n",
      "Type 2             Dark\n",
      "HP                   50\n",
      "Attack               92\n",
      "Defense             108\n",
      "Sp. Atk              92\n",
      "Sp. Def             108\n",
      "Speed                35\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 490, dtype: object\n",
      "491 #                443\n",
      "Name           Gible\n",
      "Type 1        Dragon\n",
      "Type 2        Ground\n",
      "HP                58\n",
      "Attack            70\n",
      "Defense           45\n",
      "Sp. Atk           40\n",
      "Sp. Def           45\n",
      "Speed             42\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 491, dtype: object\n",
      "492 #                444\n",
      "Name          Gabite\n",
      "Type 1        Dragon\n",
      "Type 2        Ground\n",
      "HP                68\n",
      "Attack            90\n",
      "Defense           65\n",
      "Sp. Atk           50\n",
      "Sp. Def           55\n",
      "Speed             82\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 492, dtype: object\n",
      "493 #                  445\n",
      "Name          Garchomp\n",
      "Type 1          Dragon\n",
      "Type 2          Ground\n",
      "HP                 108\n",
      "Attack             130\n",
      "Defense             95\n",
      "Sp. Atk             80\n",
      "Sp. Def             85\n",
      "Speed              102\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 493, dtype: object\n",
      "494 #                               445\n",
      "Name          GarchompMega Garchomp\n",
      "Type 1                       Dragon\n",
      "Type 2                       Ground\n",
      "HP                              108\n",
      "Attack                          170\n",
      "Defense                         115\n",
      "Sp. Atk                         120\n",
      "Sp. Def                          95\n",
      "Speed                            92\n",
      "Generation                        4\n",
      "Legendary                     False\n",
      "Name: 494, dtype: object\n",
      "495 #                  446\n",
      "Name          Munchlax\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                 135\n",
      "Attack              85\n",
      "Defense             40\n",
      "Sp. Atk             40\n",
      "Sp. Def             85\n",
      "Speed                5\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 495, dtype: object\n",
      "496 #                  447\n",
      "Name             Riolu\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  40\n",
      "Attack              70\n",
      "Defense             40\n",
      "Sp. Atk             35\n",
      "Sp. Def             40\n",
      "Speed               60\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 496, dtype: object\n",
      "497 #                  448\n",
      "Name           Lucario\n",
      "Type 1        Fighting\n",
      "Type 2           Steel\n",
      "HP                  70\n",
      "Attack             110\n",
      "Defense             70\n",
      "Sp. Atk            115\n",
      "Sp. Def             70\n",
      "Speed               90\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 497, dtype: object\n",
      "498 #                             448\n",
      "Name          LucarioMega Lucario\n",
      "Type 1                   Fighting\n",
      "Type 2                      Steel\n",
      "HP                             70\n",
      "Attack                        145\n",
      "Defense                        88\n",
      "Sp. Atk                       140\n",
      "Sp. Def                        70\n",
      "Speed                         112\n",
      "Generation                      4\n",
      "Legendary                   False\n",
      "Name: 498, dtype: object\n",
      "499 #                    449\n",
      "Name          Hippopotas\n",
      "Type 1            Ground\n",
      "Type 2               NaN\n",
      "HP                    68\n",
      "Attack                72\n",
      "Defense               78\n",
      "Sp. Atk               38\n",
      "Sp. Def               42\n",
      "Speed                 32\n",
      "Generation             4\n",
      "Legendary          False\n",
      "Name: 499, dtype: object\n",
      "500 #                   450\n",
      "Name          Hippowdon\n",
      "Type 1           Ground\n",
      "Type 2              NaN\n",
      "HP                  108\n",
      "Attack              112\n",
      "Defense             118\n",
      "Sp. Atk              68\n",
      "Sp. Def              72\n",
      "Speed                47\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 500, dtype: object\n",
      "501 #                 451\n",
      "Name          Skorupi\n",
      "Type 1         Poison\n",
      "Type 2            Bug\n",
      "HP                 40\n",
      "Attack             50\n",
      "Defense            90\n",
      "Sp. Atk            30\n",
      "Sp. Def            55\n",
      "Speed              65\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 501, dtype: object\n",
      "502 #                 452\n",
      "Name          Drapion\n",
      "Type 1         Poison\n",
      "Type 2           Dark\n",
      "HP                 70\n",
      "Attack             90\n",
      "Defense           110\n",
      "Sp. Atk            60\n",
      "Sp. Def            75\n",
      "Speed              95\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 502, dtype: object\n",
      "503 #                  453\n",
      "Name          Croagunk\n",
      "Type 1          Poison\n",
      "Type 2        Fighting\n",
      "HP                  48\n",
      "Attack              61\n",
      "Defense             40\n",
      "Sp. Atk             61\n",
      "Sp. Def             40\n",
      "Speed               50\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 503, dtype: object\n",
      "504 #                   454\n",
      "Name          Toxicroak\n",
      "Type 1           Poison\n",
      "Type 2         Fighting\n",
      "HP                   83\n",
      "Attack              106\n",
      "Defense              65\n",
      "Sp. Atk              86\n",
      "Sp. Def              65\n",
      "Speed                85\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 504, dtype: object\n",
      "505 #                   455\n",
      "Name          Carnivine\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                   74\n",
      "Attack              100\n",
      "Defense              72\n",
      "Sp. Atk              90\n",
      "Sp. Def              72\n",
      "Speed                46\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 505, dtype: object\n",
      "506 #                 456\n",
      "Name          Finneon\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 49\n",
      "Attack             49\n",
      "Defense            56\n",
      "Sp. Atk            49\n",
      "Sp. Def            61\n",
      "Speed              66\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 506, dtype: object\n",
      "507 #                  457\n",
      "Name          Lumineon\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  69\n",
      "Attack              69\n",
      "Defense             76\n",
      "Sp. Atk             69\n",
      "Sp. Def             86\n",
      "Speed               91\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 507, dtype: object\n",
      "508 #                 458\n",
      "Name          Mantyke\n",
      "Type 1          Water\n",
      "Type 2         Flying\n",
      "HP                 45\n",
      "Attack             20\n",
      "Defense            50\n",
      "Sp. Atk            60\n",
      "Sp. Def           120\n",
      "Speed              50\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 508, dtype: object\n",
      "509 #                459\n",
      "Name          Snover\n",
      "Type 1         Grass\n",
      "Type 2           Ice\n",
      "HP                60\n",
      "Attack            62\n",
      "Defense           50\n",
      "Sp. Atk           62\n",
      "Sp. Def           60\n",
      "Speed             40\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 509, dtype: object\n",
      "510 #                   460\n",
      "Name          Abomasnow\n",
      "Type 1            Grass\n",
      "Type 2              Ice\n",
      "HP                   90\n",
      "Attack               92\n",
      "Defense              75\n",
      "Sp. Atk              92\n",
      "Sp. Def              85\n",
      "Speed                60\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 510, dtype: object\n",
      "511 #                                 460\n",
      "Name          AbomasnowMega Abomasnow\n",
      "Type 1                          Grass\n",
      "Type 2                            Ice\n",
      "HP                                 90\n",
      "Attack                            132\n",
      "Defense                           105\n",
      "Sp. Atk                           132\n",
      "Sp. Def                           105\n",
      "Speed                              30\n",
      "Generation                          4\n",
      "Legendary                       False\n",
      "Name: 511, dtype: object\n",
      "512 #                 461\n",
      "Name          Weavile\n",
      "Type 1           Dark\n",
      "Type 2            Ice\n",
      "HP                 70\n",
      "Attack            120\n",
      "Defense            65\n",
      "Sp. Atk            45\n",
      "Sp. Def            85\n",
      "Speed             125\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 512, dtype: object\n",
      "513 #                   462\n",
      "Name          Magnezone\n",
      "Type 1         Electric\n",
      "Type 2            Steel\n",
      "HP                   70\n",
      "Attack               70\n",
      "Defense             115\n",
      "Sp. Atk             130\n",
      "Sp. Def              90\n",
      "Speed                60\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 513, dtype: object\n",
      "514 #                    463\n",
      "Name          Lickilicky\n",
      "Type 1            Normal\n",
      "Type 2               NaN\n",
      "HP                   110\n",
      "Attack                85\n",
      "Defense               95\n",
      "Sp. Atk               80\n",
      "Sp. Def               95\n",
      "Speed                 50\n",
      "Generation             4\n",
      "Legendary          False\n",
      "Name: 514, dtype: object\n",
      "515 #                   464\n",
      "Name          Rhyperior\n",
      "Type 1           Ground\n",
      "Type 2             Rock\n",
      "HP                  115\n",
      "Attack              140\n",
      "Defense             130\n",
      "Sp. Atk              55\n",
      "Sp. Def              55\n",
      "Speed                40\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 515, dtype: object\n",
      "516 #                   465\n",
      "Name          Tangrowth\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                  100\n",
      "Attack              100\n",
      "Defense             125\n",
      "Sp. Atk             110\n",
      "Sp. Def              50\n",
      "Speed                50\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 516, dtype: object\n",
      "517 #                    466\n",
      "Name          Electivire\n",
      "Type 1          Electric\n",
      "Type 2               NaN\n",
      "HP                    75\n",
      "Attack               123\n",
      "Defense               67\n",
      "Sp. Atk               95\n",
      "Sp. Def               85\n",
      "Speed                 95\n",
      "Generation             4\n",
      "Legendary          False\n",
      "Name: 517, dtype: object\n",
      "518 #                   467\n",
      "Name          Magmortar\n",
      "Type 1             Fire\n",
      "Type 2              NaN\n",
      "HP                   75\n",
      "Attack               95\n",
      "Defense              67\n",
      "Sp. Atk             125\n",
      "Sp. Def              95\n",
      "Speed                83\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 518, dtype: object\n",
      "519 #                  468\n",
      "Name          Togekiss\n",
      "Type 1           Fairy\n",
      "Type 2          Flying\n",
      "HP                  85\n",
      "Attack              50\n",
      "Defense             95\n",
      "Sp. Atk            120\n",
      "Sp. Def            115\n",
      "Speed               80\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 519, dtype: object\n",
      "520 #                 469\n",
      "Name          Yanmega\n",
      "Type 1            Bug\n",
      "Type 2         Flying\n",
      "HP                 86\n",
      "Attack             76\n",
      "Defense            86\n",
      "Sp. Atk           116\n",
      "Sp. Def            56\n",
      "Speed              95\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 520, dtype: object\n",
      "521 #                 470\n",
      "Name          Leafeon\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack            110\n",
      "Defense           130\n",
      "Sp. Atk            60\n",
      "Sp. Def            65\n",
      "Speed              95\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 521, dtype: object\n",
      "522 #                 471\n",
      "Name          Glaceon\n",
      "Type 1            Ice\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             60\n",
      "Defense           110\n",
      "Sp. Atk           130\n",
      "Sp. Def            95\n",
      "Speed              65\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 522, dtype: object\n",
      "523 #                 472\n",
      "Name          Gliscor\n",
      "Type 1         Ground\n",
      "Type 2         Flying\n",
      "HP                 75\n",
      "Attack             95\n",
      "Defense           125\n",
      "Sp. Atk            45\n",
      "Sp. Def            75\n",
      "Speed              95\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 523, dtype: object\n",
      "524 #                   473\n",
      "Name          Mamoswine\n",
      "Type 1              Ice\n",
      "Type 2           Ground\n",
      "HP                  110\n",
      "Attack              130\n",
      "Defense              80\n",
      "Sp. Atk              70\n",
      "Sp. Def              60\n",
      "Speed                80\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 524, dtype: object\n",
      "525 #                   474\n",
      "Name          Porygon-Z\n",
      "Type 1           Normal\n",
      "Type 2              NaN\n",
      "HP                   85\n",
      "Attack               80\n",
      "Defense              70\n",
      "Sp. Atk             135\n",
      "Sp. Def              75\n",
      "Speed                90\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 525, dtype: object\n",
      "526 #                  475\n",
      "Name           Gallade\n",
      "Type 1         Psychic\n",
      "Type 2        Fighting\n",
      "HP                  68\n",
      "Attack             125\n",
      "Defense             65\n",
      "Sp. Atk             65\n",
      "Sp. Def            115\n",
      "Speed               80\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 526, dtype: object\n",
      "527 #                             475\n",
      "Name          GalladeMega Gallade\n",
      "Type 1                    Psychic\n",
      "Type 2                   Fighting\n",
      "HP                             68\n",
      "Attack                        165\n",
      "Defense                        95\n",
      "Sp. Atk                        65\n",
      "Sp. Def                       115\n",
      "Speed                         110\n",
      "Generation                      4\n",
      "Legendary                   False\n",
      "Name: 527, dtype: object\n",
      "528 #                   476\n",
      "Name          Probopass\n",
      "Type 1             Rock\n",
      "Type 2            Steel\n",
      "HP                   60\n",
      "Attack               55\n",
      "Defense             145\n",
      "Sp. Atk              75\n",
      "Sp. Def             150\n",
      "Speed                40\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 528, dtype: object\n",
      "529 #                  477\n",
      "Name          Dusknoir\n",
      "Type 1           Ghost\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack             100\n",
      "Defense            135\n",
      "Sp. Atk             65\n",
      "Sp. Def            135\n",
      "Speed               45\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 529, dtype: object\n",
      "530 #                  478\n",
      "Name          Froslass\n",
      "Type 1             Ice\n",
      "Type 2           Ghost\n",
      "HP                  70\n",
      "Attack              80\n",
      "Defense             70\n",
      "Sp. Atk             80\n",
      "Sp. Def             70\n",
      "Speed              110\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 530, dtype: object\n",
      "531 #                  479\n",
      "Name             Rotom\n",
      "Type 1        Electric\n",
      "Type 2           Ghost\n",
      "HP                  50\n",
      "Attack              50\n",
      "Defense             77\n",
      "Sp. Atk             95\n",
      "Sp. Def             77\n",
      "Speed               91\n",
      "Generation           4\n",
      "Legendary        False\n",
      "Name: 531, dtype: object\n",
      "532 #                         479\n",
      "Name          RotomHeat Rotom\n",
      "Type 1               Electric\n",
      "Type 2                   Fire\n",
      "HP                         50\n",
      "Attack                     65\n",
      "Defense                   107\n",
      "Sp. Atk                   105\n",
      "Sp. Def                   107\n",
      "Speed                      86\n",
      "Generation                  4\n",
      "Legendary               False\n",
      "Name: 532, dtype: object\n",
      "533 #                         479\n",
      "Name          RotomWash Rotom\n",
      "Type 1               Electric\n",
      "Type 2                  Water\n",
      "HP                         50\n",
      "Attack                     65\n",
      "Defense                   107\n",
      "Sp. Atk                   105\n",
      "Sp. Def                   107\n",
      "Speed                      86\n",
      "Generation                  4\n",
      "Legendary               False\n",
      "Name: 533, dtype: object\n",
      "534 #                          479\n",
      "Name          RotomFrost Rotom\n",
      "Type 1                Electric\n",
      "Type 2                     Ice\n",
      "HP                          50\n",
      "Attack                      65\n",
      "Defense                    107\n",
      "Sp. Atk                    105\n",
      "Sp. Def                    107\n",
      "Speed                       86\n",
      "Generation                   4\n",
      "Legendary                False\n",
      "Name: 534, dtype: object\n",
      "535 #                        479\n",
      "Name          RotomFan Rotom\n",
      "Type 1              Electric\n",
      "Type 2                Flying\n",
      "HP                        50\n",
      "Attack                    65\n",
      "Defense                  107\n",
      "Sp. Atk                  105\n",
      "Sp. Def                  107\n",
      "Speed                     86\n",
      "Generation                 4\n",
      "Legendary              False\n",
      "Name: 535, dtype: object\n",
      "536 #                        479\n",
      "Name          RotomMow Rotom\n",
      "Type 1              Electric\n",
      "Type 2                 Grass\n",
      "HP                        50\n",
      "Attack                    65\n",
      "Defense                  107\n",
      "Sp. Atk                  105\n",
      "Sp. Def                  107\n",
      "Speed                     86\n",
      "Generation                 4\n",
      "Legendary              False\n",
      "Name: 536, dtype: object\n",
      "537 #                 480\n",
      "Name             Uxie\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 75\n",
      "Attack             75\n",
      "Defense           130\n",
      "Sp. Atk            75\n",
      "Sp. Def           130\n",
      "Speed              95\n",
      "Generation          4\n",
      "Legendary        True\n",
      "Name: 537, dtype: object\n",
      "538 #                 481\n",
      "Name          Mesprit\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 80\n",
      "Attack            105\n",
      "Defense           105\n",
      "Sp. Atk           105\n",
      "Sp. Def           105\n",
      "Speed              80\n",
      "Generation          4\n",
      "Legendary        True\n",
      "Name: 538, dtype: object\n",
      "539 #                 482\n",
      "Name            Azelf\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 75\n",
      "Attack            125\n",
      "Defense            70\n",
      "Sp. Atk           125\n",
      "Sp. Def            70\n",
      "Speed             115\n",
      "Generation          4\n",
      "Legendary        True\n",
      "Name: 539, dtype: object\n",
      "540 #                483\n",
      "Name          Dialga\n",
      "Type 1         Steel\n",
      "Type 2        Dragon\n",
      "HP               100\n",
      "Attack           120\n",
      "Defense          120\n",
      "Sp. Atk          150\n",
      "Sp. Def          100\n",
      "Speed             90\n",
      "Generation         4\n",
      "Legendary       True\n",
      "Name: 540, dtype: object\n",
      "541 #                484\n",
      "Name          Palkia\n",
      "Type 1         Water\n",
      "Type 2        Dragon\n",
      "HP                90\n",
      "Attack           120\n",
      "Defense          100\n",
      "Sp. Atk          150\n",
      "Sp. Def          120\n",
      "Speed            100\n",
      "Generation         4\n",
      "Legendary       True\n",
      "Name: 541, dtype: object\n",
      "542 #                 485\n",
      "Name          Heatran\n",
      "Type 1           Fire\n",
      "Type 2          Steel\n",
      "HP                 91\n",
      "Attack             90\n",
      "Defense           106\n",
      "Sp. Atk           130\n",
      "Sp. Def           106\n",
      "Speed              77\n",
      "Generation          4\n",
      "Legendary        True\n",
      "Name: 542, dtype: object\n",
      "543 #                   486\n",
      "Name          Regigigas\n",
      "Type 1           Normal\n",
      "Type 2              NaN\n",
      "HP                  110\n",
      "Attack              160\n",
      "Defense             110\n",
      "Sp. Atk              80\n",
      "Sp. Def             110\n",
      "Speed               100\n",
      "Generation            4\n",
      "Legendary          True\n",
      "Name: 543, dtype: object\n",
      "544 #                               487\n",
      "Name          GiratinaAltered Forme\n",
      "Type 1                        Ghost\n",
      "Type 2                       Dragon\n",
      "HP                              150\n",
      "Attack                          100\n",
      "Defense                         120\n",
      "Sp. Atk                         100\n",
      "Sp. Def                         120\n",
      "Speed                            90\n",
      "Generation                        4\n",
      "Legendary                      True\n",
      "Name: 544, dtype: object\n",
      "545 #                              487\n",
      "Name          GiratinaOrigin Forme\n",
      "Type 1                       Ghost\n",
      "Type 2                      Dragon\n",
      "HP                             150\n",
      "Attack                         120\n",
      "Defense                        100\n",
      "Sp. Atk                        120\n",
      "Sp. Def                        100\n",
      "Speed                           90\n",
      "Generation                       4\n",
      "Legendary                     True\n",
      "Name: 545, dtype: object\n",
      "546 #                   488\n",
      "Name          Cresselia\n",
      "Type 1          Psychic\n",
      "Type 2              NaN\n",
      "HP                  120\n",
      "Attack               70\n",
      "Defense             120\n",
      "Sp. Atk              75\n",
      "Sp. Def             130\n",
      "Speed                85\n",
      "Generation            4\n",
      "Legendary         False\n",
      "Name: 546, dtype: object\n",
      "547 #                489\n",
      "Name          Phione\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                80\n",
      "Attack            80\n",
      "Defense           80\n",
      "Sp. Atk           80\n",
      "Sp. Def           80\n",
      "Speed             80\n",
      "Generation         4\n",
      "Legendary      False\n",
      "Name: 547, dtype: object\n",
      "548 #                 490\n",
      "Name          Manaphy\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                100\n",
      "Attack            100\n",
      "Defense           100\n",
      "Sp. Atk           100\n",
      "Sp. Def           100\n",
      "Speed             100\n",
      "Generation          4\n",
      "Legendary       False\n",
      "Name: 548, dtype: object\n",
      "549 #                 491\n",
      "Name          Darkrai\n",
      "Type 1           Dark\n",
      "Type 2            NaN\n",
      "HP                 70\n",
      "Attack             90\n",
      "Defense            90\n",
      "Sp. Atk           135\n",
      "Sp. Def            90\n",
      "Speed             125\n",
      "Generation          4\n",
      "Legendary        True\n",
      "Name: 549, dtype: object\n",
      "550 #                           492\n",
      "Name          ShayminLand Forme\n",
      "Type 1                    Grass\n",
      "Type 2                      NaN\n",
      "HP                          100\n",
      "Attack                      100\n",
      "Defense                     100\n",
      "Sp. Atk                     100\n",
      "Sp. Def                     100\n",
      "Speed                       100\n",
      "Generation                    4\n",
      "Legendary                  True\n",
      "Name: 550, dtype: object\n",
      "551 #                          492\n",
      "Name          ShayminSky Forme\n",
      "Type 1                   Grass\n",
      "Type 2                  Flying\n",
      "HP                         100\n",
      "Attack                     103\n",
      "Defense                     75\n",
      "Sp. Atk                    120\n",
      "Sp. Def                     75\n",
      "Speed                      127\n",
      "Generation                   4\n",
      "Legendary                 True\n",
      "Name: 551, dtype: object\n",
      "552 #                493\n",
      "Name          Arceus\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP               120\n",
      "Attack           120\n",
      "Defense          120\n",
      "Sp. Atk          120\n",
      "Sp. Def          120\n",
      "Speed            120\n",
      "Generation         4\n",
      "Legendary       True\n",
      "Name: 552, dtype: object\n",
      "553 #                 494\n",
      "Name          Victini\n",
      "Type 1        Psychic\n",
      "Type 2           Fire\n",
      "HP                100\n",
      "Attack            100\n",
      "Defense           100\n",
      "Sp. Atk           100\n",
      "Sp. Def           100\n",
      "Speed             100\n",
      "Generation          5\n",
      "Legendary        True\n",
      "Name: 553, dtype: object\n",
      "554 #               495\n",
      "Name          Snivy\n",
      "Type 1        Grass\n",
      "Type 2          NaN\n",
      "HP               45\n",
      "Attack           45\n",
      "Defense          55\n",
      "Sp. Atk          45\n",
      "Sp. Def          55\n",
      "Speed            63\n",
      "Generation        5\n",
      "Legendary     False\n",
      "Name: 554, dtype: object\n",
      "555 #                 496\n",
      "Name          Servine\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             60\n",
      "Defense            75\n",
      "Sp. Atk            60\n",
      "Sp. Def            75\n",
      "Speed              83\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 555, dtype: object\n",
      "556 #                   497\n",
      "Name          Serperior\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                   75\n",
      "Attack               75\n",
      "Defense              95\n",
      "Sp. Atk              75\n",
      "Sp. Def              95\n",
      "Speed               113\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 556, dtype: object\n",
      "557 #               498\n",
      "Name          Tepig\n",
      "Type 1         Fire\n",
      "Type 2          NaN\n",
      "HP               65\n",
      "Attack           63\n",
      "Defense          45\n",
      "Sp. Atk          45\n",
      "Sp. Def          45\n",
      "Speed            45\n",
      "Generation        5\n",
      "Legendary     False\n",
      "Name: 557, dtype: object\n",
      "558 #                  499\n",
      "Name           Pignite\n",
      "Type 1            Fire\n",
      "Type 2        Fighting\n",
      "HP                  90\n",
      "Attack              93\n",
      "Defense             55\n",
      "Sp. Atk             70\n",
      "Sp. Def             55\n",
      "Speed               55\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 558, dtype: object\n",
      "559 #                  500\n",
      "Name            Emboar\n",
      "Type 1            Fire\n",
      "Type 2        Fighting\n",
      "HP                 110\n",
      "Attack             123\n",
      "Defense             65\n",
      "Sp. Atk            100\n",
      "Sp. Def             65\n",
      "Speed               65\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 559, dtype: object\n",
      "560 #                  501\n",
      "Name          Oshawott\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              55\n",
      "Defense             45\n",
      "Sp. Atk             63\n",
      "Sp. Def             45\n",
      "Speed               45\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 560, dtype: object\n",
      "561 #                502\n",
      "Name          Dewott\n",
      "Type 1         Water\n",
      "Type 2           NaN\n",
      "HP                75\n",
      "Attack            75\n",
      "Defense           60\n",
      "Sp. Atk           83\n",
      "Sp. Def           60\n",
      "Speed             60\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 561, dtype: object\n",
      "562 #                  503\n",
      "Name          Samurott\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  95\n",
      "Attack             100\n",
      "Defense             85\n",
      "Sp. Atk            108\n",
      "Sp. Def             70\n",
      "Speed               70\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 562, dtype: object\n",
      "563 #                504\n",
      "Name          Patrat\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP                45\n",
      "Attack            55\n",
      "Defense           39\n",
      "Sp. Atk           35\n",
      "Sp. Def           39\n",
      "Speed             42\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 563, dtype: object\n",
      "564 #                 505\n",
      "Name          Watchog\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             85\n",
      "Defense            69\n",
      "Sp. Atk            60\n",
      "Sp. Def            69\n",
      "Speed              77\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 564, dtype: object\n",
      "565 #                  506\n",
      "Name          Lillipup\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack              60\n",
      "Defense             45\n",
      "Sp. Atk             25\n",
      "Sp. Def             45\n",
      "Speed               55\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 565, dtype: object\n",
      "566 #                 507\n",
      "Name          Herdier\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             80\n",
      "Defense            65\n",
      "Sp. Atk            35\n",
      "Sp. Def            65\n",
      "Speed              60\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 566, dtype: object\n",
      "567 #                   508\n",
      "Name          Stoutland\n",
      "Type 1           Normal\n",
      "Type 2              NaN\n",
      "HP                   85\n",
      "Attack              110\n",
      "Defense              90\n",
      "Sp. Atk              45\n",
      "Sp. Def              90\n",
      "Speed                80\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 567, dtype: object\n",
      "568 #                  509\n",
      "Name          Purrloin\n",
      "Type 1            Dark\n",
      "Type 2             NaN\n",
      "HP                  41\n",
      "Attack              50\n",
      "Defense             37\n",
      "Sp. Atk             50\n",
      "Sp. Def             37\n",
      "Speed               66\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 568, dtype: object\n",
      "569 #                 510\n",
      "Name          Liepard\n",
      "Type 1           Dark\n",
      "Type 2            NaN\n",
      "HP                 64\n",
      "Attack             88\n",
      "Defense            50\n",
      "Sp. Atk            88\n",
      "Sp. Def            50\n",
      "Speed             106\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 569, dtype: object\n",
      "570 #                 511\n",
      "Name          Pansage\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             53\n",
      "Defense            48\n",
      "Sp. Atk            53\n",
      "Sp. Def            48\n",
      "Speed              64\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 570, dtype: object\n",
      "571 #                  512\n",
      "Name          Simisage\n",
      "Type 1           Grass\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              98\n",
      "Defense             63\n",
      "Sp. Atk             98\n",
      "Sp. Def             63\n",
      "Speed              101\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 571, dtype: object\n",
      "572 #                 513\n",
      "Name          Pansear\n",
      "Type 1           Fire\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             53\n",
      "Defense            48\n",
      "Sp. Atk            53\n",
      "Sp. Def            48\n",
      "Speed              64\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 572, dtype: object\n",
      "573 #                  514\n",
      "Name          Simisear\n",
      "Type 1            Fire\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              98\n",
      "Defense             63\n",
      "Sp. Atk             98\n",
      "Sp. Def             63\n",
      "Speed              101\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 573, dtype: object\n",
      "574 #                 515\n",
      "Name          Panpour\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             53\n",
      "Defense            48\n",
      "Sp. Atk            53\n",
      "Sp. Def            48\n",
      "Speed              64\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 574, dtype: object\n",
      "575 #                  516\n",
      "Name          Simipour\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              98\n",
      "Defense             63\n",
      "Sp. Atk             98\n",
      "Sp. Def             63\n",
      "Speed              101\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 575, dtype: object\n",
      "576 #                 517\n",
      "Name            Munna\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 76\n",
      "Attack             25\n",
      "Defense            45\n",
      "Sp. Atk            67\n",
      "Sp. Def            55\n",
      "Speed              24\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 576, dtype: object\n",
      "577 #                  518\n",
      "Name          Musharna\n",
      "Type 1         Psychic\n",
      "Type 2             NaN\n",
      "HP                 116\n",
      "Attack              55\n",
      "Defense             85\n",
      "Sp. Atk            107\n",
      "Sp. Def             95\n",
      "Speed               29\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 577, dtype: object\n",
      "578 #                519\n",
      "Name          Pidove\n",
      "Type 1        Normal\n",
      "Type 2        Flying\n",
      "HP                50\n",
      "Attack            55\n",
      "Defense           50\n",
      "Sp. Atk           36\n",
      "Sp. Def           30\n",
      "Speed             43\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 578, dtype: object\n",
      "579 #                   520\n",
      "Name          Tranquill\n",
      "Type 1           Normal\n",
      "Type 2           Flying\n",
      "HP                   62\n",
      "Attack               77\n",
      "Defense              62\n",
      "Sp. Atk              50\n",
      "Sp. Def              42\n",
      "Speed                65\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 579, dtype: object\n",
      "580 #                  521\n",
      "Name          Unfezant\n",
      "Type 1          Normal\n",
      "Type 2          Flying\n",
      "HP                  80\n",
      "Attack             115\n",
      "Defense             80\n",
      "Sp. Atk             65\n",
      "Sp. Def             55\n",
      "Speed               93\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 580, dtype: object\n",
      "581 #                  522\n",
      "Name           Blitzle\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack              60\n",
      "Defense             32\n",
      "Sp. Atk             50\n",
      "Sp. Def             32\n",
      "Speed               76\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 581, dtype: object\n",
      "582 #                   523\n",
      "Name          Zebstrika\n",
      "Type 1         Electric\n",
      "Type 2              NaN\n",
      "HP                   75\n",
      "Attack              100\n",
      "Defense              63\n",
      "Sp. Atk              80\n",
      "Sp. Def              63\n",
      "Speed               116\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 582, dtype: object\n",
      "583 #                    524\n",
      "Name          Roggenrola\n",
      "Type 1              Rock\n",
      "Type 2               NaN\n",
      "HP                    55\n",
      "Attack                75\n",
      "Defense               85\n",
      "Sp. Atk               25\n",
      "Sp. Def               25\n",
      "Speed                 15\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 583, dtype: object\n",
      "584 #                 525\n",
      "Name          Boldore\n",
      "Type 1           Rock\n",
      "Type 2            NaN\n",
      "HP                 70\n",
      "Attack            105\n",
      "Defense           105\n",
      "Sp. Atk            50\n",
      "Sp. Def            40\n",
      "Speed              20\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 584, dtype: object\n",
      "585 #                  526\n",
      "Name          Gigalith\n",
      "Type 1            Rock\n",
      "Type 2             NaN\n",
      "HP                  85\n",
      "Attack             135\n",
      "Defense            130\n",
      "Sp. Atk             60\n",
      "Sp. Def             80\n",
      "Speed               25\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 585, dtype: object\n",
      "586 #                 527\n",
      "Name           Woobat\n",
      "Type 1        Psychic\n",
      "Type 2         Flying\n",
      "HP                 55\n",
      "Attack             45\n",
      "Defense            43\n",
      "Sp. Atk            55\n",
      "Sp. Def            43\n",
      "Speed              72\n",
      "Generation          5\n",
      "Legendary       False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: 586, dtype: object\n",
      "587 #                 528\n",
      "Name          Swoobat\n",
      "Type 1        Psychic\n",
      "Type 2         Flying\n",
      "HP                 67\n",
      "Attack             57\n",
      "Defense            55\n",
      "Sp. Atk            77\n",
      "Sp. Def            55\n",
      "Speed             114\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 587, dtype: object\n",
      "588 #                 529\n",
      "Name          Drilbur\n",
      "Type 1         Ground\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack             85\n",
      "Defense            40\n",
      "Sp. Atk            30\n",
      "Sp. Def            45\n",
      "Speed              68\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 588, dtype: object\n",
      "589 #                   530\n",
      "Name          Excadrill\n",
      "Type 1           Ground\n",
      "Type 2            Steel\n",
      "HP                  110\n",
      "Attack              135\n",
      "Defense              60\n",
      "Sp. Atk              50\n",
      "Sp. Def              65\n",
      "Speed                88\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 589, dtype: object\n",
      "590 #                531\n",
      "Name          Audino\n",
      "Type 1        Normal\n",
      "Type 2           NaN\n",
      "HP               103\n",
      "Attack            60\n",
      "Defense           86\n",
      "Sp. Atk           60\n",
      "Sp. Def           86\n",
      "Speed             50\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 590, dtype: object\n",
      "591 #                           531\n",
      "Name          AudinoMega Audino\n",
      "Type 1                   Normal\n",
      "Type 2                    Fairy\n",
      "HP                          103\n",
      "Attack                       60\n",
      "Defense                     126\n",
      "Sp. Atk                      80\n",
      "Sp. Def                     126\n",
      "Speed                        50\n",
      "Generation                    5\n",
      "Legendary                 False\n",
      "Name: 591, dtype: object\n",
      "592 #                  532\n",
      "Name           Timburr\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              80\n",
      "Defense             55\n",
      "Sp. Atk             25\n",
      "Sp. Def             35\n",
      "Speed               35\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 592, dtype: object\n",
      "593 #                  533\n",
      "Name           Gurdurr\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  85\n",
      "Attack             105\n",
      "Defense             85\n",
      "Sp. Atk             40\n",
      "Sp. Def             50\n",
      "Speed               40\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 593, dtype: object\n",
      "594 #                    534\n",
      "Name          Conkeldurr\n",
      "Type 1          Fighting\n",
      "Type 2               NaN\n",
      "HP                   105\n",
      "Attack               140\n",
      "Defense               95\n",
      "Sp. Atk               55\n",
      "Sp. Def               65\n",
      "Speed                 45\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 594, dtype: object\n",
      "595 #                 535\n",
      "Name          Tympole\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             50\n",
      "Defense            40\n",
      "Sp. Atk            50\n",
      "Sp. Def            40\n",
      "Speed              64\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 595, dtype: object\n",
      "596 #                   536\n",
      "Name          Palpitoad\n",
      "Type 1            Water\n",
      "Type 2           Ground\n",
      "HP                   75\n",
      "Attack               65\n",
      "Defense              55\n",
      "Sp. Atk              65\n",
      "Sp. Def              55\n",
      "Speed                69\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 596, dtype: object\n",
      "597 #                    537\n",
      "Name          Seismitoad\n",
      "Type 1             Water\n",
      "Type 2            Ground\n",
      "HP                   105\n",
      "Attack                95\n",
      "Defense               75\n",
      "Sp. Atk               85\n",
      "Sp. Def               75\n",
      "Speed                 74\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 597, dtype: object\n",
      "598 #                  538\n",
      "Name             Throh\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                 120\n",
      "Attack             100\n",
      "Defense             85\n",
      "Sp. Atk             30\n",
      "Sp. Def             85\n",
      "Speed               45\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 598, dtype: object\n",
      "599 #                  539\n",
      "Name              Sawk\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack             125\n",
      "Defense             75\n",
      "Sp. Atk             30\n",
      "Sp. Def             75\n",
      "Speed               85\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 599, dtype: object\n",
      "600 #                  540\n",
      "Name          Sewaddle\n",
      "Type 1             Bug\n",
      "Type 2           Grass\n",
      "HP                  45\n",
      "Attack              53\n",
      "Defense             70\n",
      "Sp. Atk             40\n",
      "Sp. Def             60\n",
      "Speed               42\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 600, dtype: object\n",
      "601 #                  541\n",
      "Name          Swadloon\n",
      "Type 1             Bug\n",
      "Type 2           Grass\n",
      "HP                  55\n",
      "Attack              63\n",
      "Defense             90\n",
      "Sp. Atk             50\n",
      "Sp. Def             80\n",
      "Speed               42\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 601, dtype: object\n",
      "602 #                  542\n",
      "Name          Leavanny\n",
      "Type 1             Bug\n",
      "Type 2           Grass\n",
      "HP                  75\n",
      "Attack             103\n",
      "Defense             80\n",
      "Sp. Atk             70\n",
      "Sp. Def             80\n",
      "Speed               92\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 602, dtype: object\n",
      "603 #                  543\n",
      "Name          Venipede\n",
      "Type 1             Bug\n",
      "Type 2          Poison\n",
      "HP                  30\n",
      "Attack              45\n",
      "Defense             59\n",
      "Sp. Atk             30\n",
      "Sp. Def             39\n",
      "Speed               57\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 603, dtype: object\n",
      "604 #                    544\n",
      "Name          Whirlipede\n",
      "Type 1               Bug\n",
      "Type 2            Poison\n",
      "HP                    40\n",
      "Attack                55\n",
      "Defense               99\n",
      "Sp. Atk               40\n",
      "Sp. Def               79\n",
      "Speed                 47\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 604, dtype: object\n",
      "605 #                   545\n",
      "Name          Scolipede\n",
      "Type 1              Bug\n",
      "Type 2           Poison\n",
      "HP                   60\n",
      "Attack              100\n",
      "Defense              89\n",
      "Sp. Atk              55\n",
      "Sp. Def              69\n",
      "Speed               112\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 605, dtype: object\n",
      "606 #                  546\n",
      "Name          Cottonee\n",
      "Type 1           Grass\n",
      "Type 2           Fairy\n",
      "HP                  40\n",
      "Attack              27\n",
      "Defense             60\n",
      "Sp. Atk             37\n",
      "Sp. Def             50\n",
      "Speed               66\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 606, dtype: object\n",
      "607 #                    547\n",
      "Name          Whimsicott\n",
      "Type 1             Grass\n",
      "Type 2             Fairy\n",
      "HP                    60\n",
      "Attack                67\n",
      "Defense               85\n",
      "Sp. Atk               77\n",
      "Sp. Def               75\n",
      "Speed                116\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 607, dtype: object\n",
      "608 #                 548\n",
      "Name          Petilil\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 45\n",
      "Attack             35\n",
      "Defense            50\n",
      "Sp. Atk            70\n",
      "Sp. Def            50\n",
      "Speed              30\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 608, dtype: object\n",
      "609 #                   549\n",
      "Name          Lilligant\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                   70\n",
      "Attack               60\n",
      "Defense              75\n",
      "Sp. Atk             110\n",
      "Sp. Def              75\n",
      "Speed                90\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 609, dtype: object\n",
      "610 #                  550\n",
      "Name          Basculin\n",
      "Type 1           Water\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              92\n",
      "Defense             65\n",
      "Sp. Atk             80\n",
      "Sp. Def             55\n",
      "Speed               98\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 610, dtype: object\n",
      "611 #                 551\n",
      "Name          Sandile\n",
      "Type 1         Ground\n",
      "Type 2           Dark\n",
      "HP                 50\n",
      "Attack             72\n",
      "Defense            35\n",
      "Sp. Atk            35\n",
      "Sp. Def            35\n",
      "Speed              65\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 611, dtype: object\n",
      "612 #                  552\n",
      "Name          Krokorok\n",
      "Type 1          Ground\n",
      "Type 2            Dark\n",
      "HP                  60\n",
      "Attack              82\n",
      "Defense             45\n",
      "Sp. Atk             45\n",
      "Sp. Def             45\n",
      "Speed               74\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 612, dtype: object\n",
      "613 #                    553\n",
      "Name          Krookodile\n",
      "Type 1            Ground\n",
      "Type 2              Dark\n",
      "HP                    95\n",
      "Attack               117\n",
      "Defense               80\n",
      "Sp. Atk               65\n",
      "Sp. Def               70\n",
      "Speed                 92\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 613, dtype: object\n",
      "614 #                  554\n",
      "Name          Darumaka\n",
      "Type 1            Fire\n",
      "Type 2             NaN\n",
      "HP                  70\n",
      "Attack              90\n",
      "Defense             45\n",
      "Sp. Atk             15\n",
      "Sp. Def             45\n",
      "Speed               50\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 614, dtype: object\n",
      "615 #                                 555\n",
      "Name          DarmanitanStandard Mode\n",
      "Type 1                           Fire\n",
      "Type 2                            NaN\n",
      "HP                                105\n",
      "Attack                            140\n",
      "Defense                            55\n",
      "Sp. Atk                            30\n",
      "Sp. Def                            55\n",
      "Speed                              95\n",
      "Generation                          5\n",
      "Legendary                       False\n",
      "Name: 615, dtype: object\n",
      "616 #                            555\n",
      "Name          DarmanitanZen Mode\n",
      "Type 1                      Fire\n",
      "Type 2                   Psychic\n",
      "HP                           105\n",
      "Attack                        30\n",
      "Defense                      105\n",
      "Sp. Atk                      140\n",
      "Sp. Def                      105\n",
      "Speed                         55\n",
      "Generation                     5\n",
      "Legendary                  False\n",
      "Name: 616, dtype: object\n",
      "617 #                  556\n",
      "Name          Maractus\n",
      "Type 1           Grass\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              86\n",
      "Defense             67\n",
      "Sp. Atk            106\n",
      "Sp. Def             67\n",
      "Speed               60\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 617, dtype: object\n",
      "618 #                 557\n",
      "Name          Dwebble\n",
      "Type 1            Bug\n",
      "Type 2           Rock\n",
      "HP                 50\n",
      "Attack             65\n",
      "Defense            85\n",
      "Sp. Atk            35\n",
      "Sp. Def            35\n",
      "Speed              55\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 618, dtype: object\n",
      "619 #                 558\n",
      "Name          Crustle\n",
      "Type 1            Bug\n",
      "Type 2           Rock\n",
      "HP                 70\n",
      "Attack             95\n",
      "Defense           125\n",
      "Sp. Atk            65\n",
      "Sp. Def            75\n",
      "Speed              45\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 619, dtype: object\n",
      "620 #                  559\n",
      "Name           Scraggy\n",
      "Type 1            Dark\n",
      "Type 2        Fighting\n",
      "HP                  50\n",
      "Attack              75\n",
      "Defense             70\n",
      "Sp. Atk             35\n",
      "Sp. Def             70\n",
      "Speed               48\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 620, dtype: object\n",
      "621 #                  560\n",
      "Name           Scrafty\n",
      "Type 1            Dark\n",
      "Type 2        Fighting\n",
      "HP                  65\n",
      "Attack              90\n",
      "Defense            115\n",
      "Sp. Atk             45\n",
      "Sp. Def            115\n",
      "Speed               58\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 621, dtype: object\n",
      "622 #                  561\n",
      "Name          Sigilyph\n",
      "Type 1         Psychic\n",
      "Type 2          Flying\n",
      "HP                  72\n",
      "Attack              58\n",
      "Defense             80\n",
      "Sp. Atk            103\n",
      "Sp. Def             80\n",
      "Speed               97\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 622, dtype: object\n",
      "623 #                562\n",
      "Name          Yamask\n",
      "Type 1         Ghost\n",
      "Type 2           NaN\n",
      "HP                38\n",
      "Attack            30\n",
      "Defense           85\n",
      "Sp. Atk           55\n",
      "Sp. Def           65\n",
      "Speed             30\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 623, dtype: object\n",
      "624 #                    563\n",
      "Name          Cofagrigus\n",
      "Type 1             Ghost\n",
      "Type 2               NaN\n",
      "HP                    58\n",
      "Attack                50\n",
      "Defense              145\n",
      "Sp. Atk               95\n",
      "Sp. Def              105\n",
      "Speed                 30\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 624, dtype: object\n",
      "625 #                  564\n",
      "Name          Tirtouga\n",
      "Type 1           Water\n",
      "Type 2            Rock\n",
      "HP                  54\n",
      "Attack              78\n",
      "Defense            103\n",
      "Sp. Atk             53\n",
      "Sp. Def             45\n",
      "Speed               22\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 625, dtype: object\n",
      "626 #                    565\n",
      "Name          Carracosta\n",
      "Type 1             Water\n",
      "Type 2              Rock\n",
      "HP                    74\n",
      "Attack               108\n",
      "Defense              133\n",
      "Sp. Atk               83\n",
      "Sp. Def               65\n",
      "Speed                 32\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 626, dtype: object\n",
      "627 #                566\n",
      "Name          Archen\n",
      "Type 1          Rock\n",
      "Type 2        Flying\n",
      "HP                55\n",
      "Attack           112\n",
      "Defense           45\n",
      "Sp. Atk           74\n",
      "Sp. Def           45\n",
      "Speed             70\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 627, dtype: object\n",
      "628 #                  567\n",
      "Name          Archeops\n",
      "Type 1            Rock\n",
      "Type 2          Flying\n",
      "HP                  75\n",
      "Attack             140\n",
      "Defense             65\n",
      "Sp. Atk            112\n",
      "Sp. Def             65\n",
      "Speed              110\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 628, dtype: object\n",
      "629 #                  568\n",
      "Name          Trubbish\n",
      "Type 1          Poison\n",
      "Type 2             NaN\n",
      "HP                  50\n",
      "Attack              50\n",
      "Defense             62\n",
      "Sp. Atk             40\n",
      "Sp. Def             62\n",
      "Speed               65\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 629, dtype: object\n",
      "630 #                  569\n",
      "Name          Garbodor\n",
      "Type 1          Poison\n",
      "Type 2             NaN\n",
      "HP                  80\n",
      "Attack              95\n",
      "Defense             82\n",
      "Sp. Atk             60\n",
      "Sp. Def             82\n",
      "Speed               75\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 630, dtype: object\n",
      "631 #               570\n",
      "Name          Zorua\n",
      "Type 1         Dark\n",
      "Type 2          NaN\n",
      "HP               40\n",
      "Attack           65\n",
      "Defense          40\n",
      "Sp. Atk          80\n",
      "Sp. Def          40\n",
      "Speed            65\n",
      "Generation        5\n",
      "Legendary     False\n",
      "Name: 631, dtype: object\n",
      "632 #                 571\n",
      "Name          Zoroark\n",
      "Type 1           Dark\n",
      "Type 2            NaN\n",
      "HP                 60\n",
      "Attack            105\n",
      "Defense            60\n",
      "Sp. Atk           120\n",
      "Sp. Def            60\n",
      "Speed             105\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 632, dtype: object\n",
      "633 #                  572\n",
      "Name          Minccino\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              50\n",
      "Defense             40\n",
      "Sp. Atk             40\n",
      "Sp. Def             40\n",
      "Speed               75\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 633, dtype: object\n",
      "634 #                  573\n",
      "Name          Cinccino\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              95\n",
      "Defense             60\n",
      "Sp. Atk             65\n",
      "Sp. Def             60\n",
      "Speed              115\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 634, dtype: object\n",
      "635 #                 574\n",
      "Name          Gothita\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 45\n",
      "Attack             30\n",
      "Defense            50\n",
      "Sp. Atk            55\n",
      "Sp. Def            65\n",
      "Speed              45\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 635, dtype: object\n",
      "636 #                   575\n",
      "Name          Gothorita\n",
      "Type 1          Psychic\n",
      "Type 2              NaN\n",
      "HP                   60\n",
      "Attack               45\n",
      "Defense              70\n",
      "Sp. Atk              75\n",
      "Sp. Def              85\n",
      "Speed                55\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 636, dtype: object\n",
      "637 #                    576\n",
      "Name          Gothitelle\n",
      "Type 1           Psychic\n",
      "Type 2               NaN\n",
      "HP                    70\n",
      "Attack                55\n",
      "Defense               95\n",
      "Sp. Atk               95\n",
      "Sp. Def              110\n",
      "Speed                 65\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 637, dtype: object\n",
      "638 #                 577\n",
      "Name          Solosis\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 45\n",
      "Attack             30\n",
      "Defense            40\n",
      "Sp. Atk           105\n",
      "Sp. Def            50\n",
      "Speed              20\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 638, dtype: object\n",
      "639 #                 578\n",
      "Name          Duosion\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 65\n",
      "Attack             40\n",
      "Defense            50\n",
      "Sp. Atk           125\n",
      "Sp. Def            60\n",
      "Speed              30\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 639, dtype: object\n",
      "640 #                   579\n",
      "Name          Reuniclus\n",
      "Type 1          Psychic\n",
      "Type 2              NaN\n",
      "HP                  110\n",
      "Attack               65\n",
      "Defense              75\n",
      "Sp. Atk             125\n",
      "Sp. Def              85\n",
      "Speed                30\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 640, dtype: object\n",
      "641 #                  580\n",
      "Name          Ducklett\n",
      "Type 1           Water\n",
      "Type 2          Flying\n",
      "HP                  62\n",
      "Attack              44\n",
      "Defense             50\n",
      "Sp. Atk             44\n",
      "Sp. Def             50\n",
      "Speed               55\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 641, dtype: object\n",
      "642 #                581\n",
      "Name          Swanna\n",
      "Type 1         Water\n",
      "Type 2        Flying\n",
      "HP                75\n",
      "Attack            87\n",
      "Defense           63\n",
      "Sp. Atk           87\n",
      "Sp. Def           63\n",
      "Speed             98\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 642, dtype: object\n",
      "643 #                   582\n",
      "Name          Vanillite\n",
      "Type 1              Ice\n",
      "Type 2              NaN\n",
      "HP                   36\n",
      "Attack               50\n",
      "Defense              50\n",
      "Sp. Atk              65\n",
      "Sp. Def              60\n",
      "Speed                44\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 643, dtype: object\n",
      "644 #                   583\n",
      "Name          Vanillish\n",
      "Type 1              Ice\n",
      "Type 2              NaN\n",
      "HP                   51\n",
      "Attack               65\n",
      "Defense              65\n",
      "Sp. Atk              80\n",
      "Sp. Def              75\n",
      "Speed                59\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 644, dtype: object\n",
      "645 #                   584\n",
      "Name          Vanilluxe\n",
      "Type 1              Ice\n",
      "Type 2              NaN\n",
      "HP                   71\n",
      "Attack               95\n",
      "Defense              85\n",
      "Sp. Atk             110\n",
      "Sp. Def              95\n",
      "Speed                79\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 645, dtype: object\n",
      "646 #                  585\n",
      "Name          Deerling\n",
      "Type 1          Normal\n",
      "Type 2           Grass\n",
      "HP                  60\n",
      "Attack              60\n",
      "Defense             50\n",
      "Sp. Atk             40\n",
      "Sp. Def             50\n",
      "Speed               75\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 646, dtype: object\n",
      "647 #                  586\n",
      "Name          Sawsbuck\n",
      "Type 1          Normal\n",
      "Type 2           Grass\n",
      "HP                  80\n",
      "Attack             100\n",
      "Defense             70\n",
      "Sp. Atk             60\n",
      "Sp. Def             70\n",
      "Speed               95\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 647, dtype: object\n",
      "648 #                  587\n",
      "Name            Emolga\n",
      "Type 1        Electric\n",
      "Type 2          Flying\n",
      "HP                  55\n",
      "Attack              75\n",
      "Defense             60\n",
      "Sp. Atk             75\n",
      "Sp. Def             60\n",
      "Speed              103\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 648, dtype: object\n",
      "649 #                    588\n",
      "Name          Karrablast\n",
      "Type 1               Bug\n",
      "Type 2               NaN\n",
      "HP                    50\n",
      "Attack                75\n",
      "Defense               45\n",
      "Sp. Atk               40\n",
      "Sp. Def               45\n",
      "Speed                 60\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 649, dtype: object\n",
      "650 #                    589\n",
      "Name          Escavalier\n",
      "Type 1               Bug\n",
      "Type 2             Steel\n",
      "HP                    70\n",
      "Attack               135\n",
      "Defense              105\n",
      "Sp. Atk               60\n",
      "Sp. Def              105\n",
      "Speed                 20\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 650, dtype: object\n",
      "651 #                 590\n",
      "Name          Foongus\n",
      "Type 1          Grass\n",
      "Type 2         Poison\n",
      "HP                 69\n",
      "Attack             55\n",
      "Defense            45\n",
      "Sp. Atk            55\n",
      "Sp. Def            55\n",
      "Speed              15\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 651, dtype: object\n",
      "652 #                   591\n",
      "Name          Amoonguss\n",
      "Type 1            Grass\n",
      "Type 2           Poison\n",
      "HP                  114\n",
      "Attack               85\n",
      "Defense              70\n",
      "Sp. Atk              85\n",
      "Sp. Def              80\n",
      "Speed                30\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 652, dtype: object\n",
      "653 #                  592\n",
      "Name          Frillish\n",
      "Type 1           Water\n",
      "Type 2           Ghost\n",
      "HP                  55\n",
      "Attack              40\n",
      "Defense             50\n",
      "Sp. Atk             65\n",
      "Sp. Def             85\n",
      "Speed               40\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 653, dtype: object\n",
      "654 #                   593\n",
      "Name          Jellicent\n",
      "Type 1            Water\n",
      "Type 2            Ghost\n",
      "HP                  100\n",
      "Attack               60\n",
      "Defense              70\n",
      "Sp. Atk              85\n",
      "Sp. Def             105\n",
      "Speed                60\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 654, dtype: object\n",
      "655 #                   594\n",
      "Name          Alomomola\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                  165\n",
      "Attack               75\n",
      "Defense              80\n",
      "Sp. Atk              40\n",
      "Sp. Def              45\n",
      "Speed                65\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 655, dtype: object\n",
      "656 #                  595\n",
      "Name            Joltik\n",
      "Type 1             Bug\n",
      "Type 2        Electric\n",
      "HP                  50\n",
      "Attack              47\n",
      "Defense             50\n",
      "Sp. Atk             57\n",
      "Sp. Def             50\n",
      "Speed               65\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 656, dtype: object\n",
      "657 #                    596\n",
      "Name          Galvantula\n",
      "Type 1               Bug\n",
      "Type 2          Electric\n",
      "HP                    70\n",
      "Attack                77\n",
      "Defense               60\n",
      "Sp. Atk               97\n",
      "Sp. Def               60\n",
      "Speed                108\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 657, dtype: object\n",
      "658 #                   597\n",
      "Name          Ferroseed\n",
      "Type 1            Grass\n",
      "Type 2            Steel\n",
      "HP                   44\n",
      "Attack               50\n",
      "Defense              91\n",
      "Sp. Atk              24\n",
      "Sp. Def              86\n",
      "Speed                10\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 658, dtype: object\n",
      "659 #                    598\n",
      "Name          Ferrothorn\n",
      "Type 1             Grass\n",
      "Type 2             Steel\n",
      "HP                    74\n",
      "Attack                94\n",
      "Defense              131\n",
      "Sp. Atk               54\n",
      "Sp. Def              116\n",
      "Speed                 20\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 659, dtype: object\n",
      "660 #               599\n",
      "Name          Klink\n",
      "Type 1        Steel\n",
      "Type 2          NaN\n",
      "HP               40\n",
      "Attack           55\n",
      "Defense          70\n",
      "Sp. Atk          45\n",
      "Sp. Def          60\n",
      "Speed            30\n",
      "Generation        5\n",
      "Legendary     False\n",
      "Name: 660, dtype: object\n",
      "661 #               600\n",
      "Name          Klang\n",
      "Type 1        Steel\n",
      "Type 2          NaN\n",
      "HP               60\n",
      "Attack           80\n",
      "Defense          95\n",
      "Sp. Atk          70\n",
      "Sp. Def          85\n",
      "Speed            50\n",
      "Generation        5\n",
      "Legendary     False\n",
      "Name: 661, dtype: object\n",
      "662 #                   601\n",
      "Name          Klinklang\n",
      "Type 1            Steel\n",
      "Type 2              NaN\n",
      "HP                   60\n",
      "Attack              100\n",
      "Defense             115\n",
      "Sp. Atk              70\n",
      "Sp. Def              85\n",
      "Speed                90\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 662, dtype: object\n",
      "663 #                  602\n",
      "Name            Tynamo\n",
      "Type 1        Electric\n",
      "Type 2             NaN\n",
      "HP                  35\n",
      "Attack              55\n",
      "Defense             40\n",
      "Sp. Atk             45\n",
      "Sp. Def             40\n",
      "Speed               60\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 663, dtype: object\n",
      "664 #                   603\n",
      "Name          Eelektrik\n",
      "Type 1         Electric\n",
      "Type 2              NaN\n",
      "HP                   65\n",
      "Attack               85\n",
      "Defense              70\n",
      "Sp. Atk              75\n",
      "Sp. Def              70\n",
      "Speed                40\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 664, dtype: object\n",
      "665 #                    604\n",
      "Name          Eelektross\n",
      "Type 1          Electric\n",
      "Type 2               NaN\n",
      "HP                    85\n",
      "Attack               115\n",
      "Defense               80\n",
      "Sp. Atk              105\n",
      "Sp. Def               80\n",
      "Speed                 50\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 665, dtype: object\n",
      "666 #                 605\n",
      "Name           Elgyem\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 55\n",
      "Attack             55\n",
      "Defense            55\n",
      "Sp. Atk            85\n",
      "Sp. Def            55\n",
      "Speed              30\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 666, dtype: object\n",
      "667 #                  606\n",
      "Name          Beheeyem\n",
      "Type 1         Psychic\n",
      "Type 2             NaN\n",
      "HP                  75\n",
      "Attack              75\n",
      "Defense             75\n",
      "Sp. Atk            125\n",
      "Sp. Def             95\n",
      "Speed               40\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 667, dtype: object\n",
      "668 #                 607\n",
      "Name          Litwick\n",
      "Type 1          Ghost\n",
      "Type 2           Fire\n",
      "HP                 50\n",
      "Attack             30\n",
      "Defense            55\n",
      "Sp. Atk            65\n",
      "Sp. Def            55\n",
      "Speed              20\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 668, dtype: object\n",
      "669 #                 608\n",
      "Name          Lampent\n",
      "Type 1          Ghost\n",
      "Type 2           Fire\n",
      "HP                 60\n",
      "Attack             40\n",
      "Defense            60\n",
      "Sp. Atk            95\n",
      "Sp. Def            60\n",
      "Speed              55\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 669, dtype: object\n",
      "670 #                    609\n",
      "Name          Chandelure\n",
      "Type 1             Ghost\n",
      "Type 2              Fire\n",
      "HP                    60\n",
      "Attack                55\n",
      "Defense               90\n",
      "Sp. Atk              145\n",
      "Sp. Def               90\n",
      "Speed                 80\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 670, dtype: object\n",
      "671 #                610\n",
      "Name            Axew\n",
      "Type 1        Dragon\n",
      "Type 2           NaN\n",
      "HP                46\n",
      "Attack            87\n",
      "Defense           60\n",
      "Sp. Atk           30\n",
      "Sp. Def           40\n",
      "Speed             57\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 671, dtype: object\n",
      "672 #                 611\n",
      "Name          Fraxure\n",
      "Type 1         Dragon\n",
      "Type 2            NaN\n",
      "HP                 66\n",
      "Attack            117\n",
      "Defense            70\n",
      "Sp. Atk            40\n",
      "Sp. Def            50\n",
      "Speed              67\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 672, dtype: object\n",
      "673 #                 612\n",
      "Name          Haxorus\n",
      "Type 1         Dragon\n",
      "Type 2            NaN\n",
      "HP                 76\n",
      "Attack            147\n",
      "Defense            90\n",
      "Sp. Atk            60\n",
      "Sp. Def            70\n",
      "Speed              97\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 673, dtype: object\n",
      "674 #                 613\n",
      "Name          Cubchoo\n",
      "Type 1            Ice\n",
      "Type 2            NaN\n",
      "HP                 55\n",
      "Attack             70\n",
      "Defense            40\n",
      "Sp. Atk            60\n",
      "Sp. Def            40\n",
      "Speed              40\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 674, dtype: object\n",
      "675 #                 614\n",
      "Name          Beartic\n",
      "Type 1            Ice\n",
      "Type 2            NaN\n",
      "HP                 95\n",
      "Attack            110\n",
      "Defense            80\n",
      "Sp. Atk            70\n",
      "Sp. Def            80\n",
      "Speed              50\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 675, dtype: object\n",
      "676 #                   615\n",
      "Name          Cryogonal\n",
      "Type 1              Ice\n",
      "Type 2              NaN\n",
      "HP                   70\n",
      "Attack               50\n",
      "Defense              30\n",
      "Sp. Atk              95\n",
      "Sp. Def             135\n",
      "Speed               105\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 676, dtype: object\n",
      "677 #                 616\n",
      "Name          Shelmet\n",
      "Type 1            Bug\n",
      "Type 2            NaN\n",
      "HP                 50\n",
      "Attack             40\n",
      "Defense            85\n",
      "Sp. Atk            40\n",
      "Sp. Def            65\n",
      "Speed              25\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 677, dtype: object\n",
      "678 #                  617\n",
      "Name          Accelgor\n",
      "Type 1             Bug\n",
      "Type 2             NaN\n",
      "HP                  80\n",
      "Attack              70\n",
      "Defense             40\n",
      "Sp. Atk            100\n",
      "Sp. Def             60\n",
      "Speed              145\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 678, dtype: object\n",
      "679 #                  618\n",
      "Name          Stunfisk\n",
      "Type 1          Ground\n",
      "Type 2        Electric\n",
      "HP                 109\n",
      "Attack              66\n",
      "Defense             84\n",
      "Sp. Atk             81\n",
      "Sp. Def             99\n",
      "Speed               32\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 679, dtype: object\n",
      "680 #                  619\n",
      "Name           Mienfoo\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  45\n",
      "Attack              85\n",
      "Defense             50\n",
      "Sp. Atk             55\n",
      "Sp. Def             50\n",
      "Speed               65\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 680, dtype: object\n",
      "681 #                  620\n",
      "Name          Mienshao\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  65\n",
      "Attack             125\n",
      "Defense             60\n",
      "Sp. Atk             95\n",
      "Sp. Def             60\n",
      "Speed              105\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 681, dtype: object\n",
      "682 #                   621\n",
      "Name          Druddigon\n",
      "Type 1           Dragon\n",
      "Type 2              NaN\n",
      "HP                   77\n",
      "Attack              120\n",
      "Defense              90\n",
      "Sp. Atk              60\n",
      "Sp. Def              90\n",
      "Speed                48\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 682, dtype: object\n",
      "683 #                622\n",
      "Name          Golett\n",
      "Type 1        Ground\n",
      "Type 2         Ghost\n",
      "HP                59\n",
      "Attack            74\n",
      "Defense           50\n",
      "Sp. Atk           35\n",
      "Sp. Def           50\n",
      "Speed             35\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 683, dtype: object\n",
      "684 #                623\n",
      "Name          Golurk\n",
      "Type 1        Ground\n",
      "Type 2         Ghost\n",
      "HP                89\n",
      "Attack           124\n",
      "Defense           80\n",
      "Sp. Atk           55\n",
      "Sp. Def           80\n",
      "Speed             55\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 684, dtype: object\n",
      "685 #                  624\n",
      "Name          Pawniard\n",
      "Type 1            Dark\n",
      "Type 2           Steel\n",
      "HP                  45\n",
      "Attack              85\n",
      "Defense             70\n",
      "Sp. Atk             40\n",
      "Sp. Def             40\n",
      "Speed               60\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 685, dtype: object\n",
      "686 #                 625\n",
      "Name          Bisharp\n",
      "Type 1           Dark\n",
      "Type 2          Steel\n",
      "HP                 65\n",
      "Attack            125\n",
      "Defense           100\n",
      "Sp. Atk            60\n",
      "Sp. Def            70\n",
      "Speed              70\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 686, dtype: object\n",
      "687 #                    626\n",
      "Name          Bouffalant\n",
      "Type 1            Normal\n",
      "Type 2               NaN\n",
      "HP                    95\n",
      "Attack               110\n",
      "Defense               95\n",
      "Sp. Atk               40\n",
      "Sp. Def               95\n",
      "Speed                 55\n",
      "Generation             5\n",
      "Legendary          False\n",
      "Name: 687, dtype: object\n",
      "688 #                 627\n",
      "Name          Rufflet\n",
      "Type 1         Normal\n",
      "Type 2         Flying\n",
      "HP                 70\n",
      "Attack             83\n",
      "Defense            50\n",
      "Sp. Atk            37\n",
      "Sp. Def            50\n",
      "Speed              60\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 688, dtype: object\n",
      "689 #                  628\n",
      "Name          Braviary\n",
      "Type 1          Normal\n",
      "Type 2          Flying\n",
      "HP                 100\n",
      "Attack             123\n",
      "Defense             75\n",
      "Sp. Atk             57\n",
      "Sp. Def             75\n",
      "Speed               80\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 689, dtype: object\n",
      "690 #                 629\n",
      "Name          Vullaby\n",
      "Type 1           Dark\n",
      "Type 2         Flying\n",
      "HP                 70\n",
      "Attack             55\n",
      "Defense            75\n",
      "Sp. Atk            45\n",
      "Sp. Def            65\n",
      "Speed              60\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 690, dtype: object\n",
      "691 #                   630\n",
      "Name          Mandibuzz\n",
      "Type 1             Dark\n",
      "Type 2           Flying\n",
      "HP                  110\n",
      "Attack               65\n",
      "Defense             105\n",
      "Sp. Atk              55\n",
      "Sp. Def              95\n",
      "Speed                80\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 691, dtype: object\n",
      "692 #                 631\n",
      "Name          Heatmor\n",
      "Type 1           Fire\n",
      "Type 2            NaN\n",
      "HP                 85\n",
      "Attack             97\n",
      "Defense            66\n",
      "Sp. Atk           105\n",
      "Sp. Def            66\n",
      "Speed              65\n",
      "Generation          5\n",
      "Legendary       False\n",
      "Name: 692, dtype: object\n",
      "693 #                632\n",
      "Name          Durant\n",
      "Type 1           Bug\n",
      "Type 2         Steel\n",
      "HP                58\n",
      "Attack           109\n",
      "Defense          112\n",
      "Sp. Atk           48\n",
      "Sp. Def           48\n",
      "Speed            109\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 693, dtype: object\n",
      "694 #                633\n",
      "Name           Deino\n",
      "Type 1          Dark\n",
      "Type 2        Dragon\n",
      "HP                52\n",
      "Attack            65\n",
      "Defense           50\n",
      "Sp. Atk           45\n",
      "Sp. Def           50\n",
      "Speed             38\n",
      "Generation         5\n",
      "Legendary      False\n",
      "Name: 694, dtype: object\n",
      "695 #                  634\n",
      "Name          Zweilous\n",
      "Type 1            Dark\n",
      "Type 2          Dragon\n",
      "HP                  72\n",
      "Attack              85\n",
      "Defense             70\n",
      "Sp. Atk             65\n",
      "Sp. Def             70\n",
      "Speed               58\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 695, dtype: object\n",
      "696 #                   635\n",
      "Name          Hydreigon\n",
      "Type 1             Dark\n",
      "Type 2           Dragon\n",
      "HP                   92\n",
      "Attack              105\n",
      "Defense              90\n",
      "Sp. Atk             125\n",
      "Sp. Def              90\n",
      "Speed                98\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 696, dtype: object\n",
      "697 #                  636\n",
      "Name          Larvesta\n",
      "Type 1             Bug\n",
      "Type 2            Fire\n",
      "HP                  55\n",
      "Attack              85\n",
      "Defense             55\n",
      "Sp. Atk             50\n",
      "Sp. Def             55\n",
      "Speed               60\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 697, dtype: object\n",
      "698 #                   637\n",
      "Name          Volcarona\n",
      "Type 1              Bug\n",
      "Type 2             Fire\n",
      "HP                   85\n",
      "Attack               60\n",
      "Defense              65\n",
      "Sp. Atk             135\n",
      "Sp. Def             105\n",
      "Speed               100\n",
      "Generation            5\n",
      "Legendary         False\n",
      "Name: 698, dtype: object\n",
      "699 #                  638\n",
      "Name          Cobalion\n",
      "Type 1           Steel\n",
      "Type 2        Fighting\n",
      "HP                  91\n",
      "Attack              90\n",
      "Defense            129\n",
      "Sp. Atk             90\n",
      "Sp. Def             72\n",
      "Speed              108\n",
      "Generation           5\n",
      "Legendary         True\n",
      "Name: 699, dtype: object\n",
      "700 #                   639\n",
      "Name          Terrakion\n",
      "Type 1             Rock\n",
      "Type 2         Fighting\n",
      "HP                   91\n",
      "Attack              129\n",
      "Defense              90\n",
      "Sp. Atk              72\n",
      "Sp. Def              90\n",
      "Speed               108\n",
      "Generation            5\n",
      "Legendary          True\n",
      "Name: 700, dtype: object\n",
      "701 #                  640\n",
      "Name          Virizion\n",
      "Type 1           Grass\n",
      "Type 2        Fighting\n",
      "HP                  91\n",
      "Attack              90\n",
      "Defense             72\n",
      "Sp. Atk             90\n",
      "Sp. Def            129\n",
      "Speed              108\n",
      "Generation           5\n",
      "Legendary         True\n",
      "Name: 701, dtype: object\n",
      "702 #                                 641\n",
      "Name          TornadusIncarnate Forme\n",
      "Type 1                         Flying\n",
      "Type 2                            NaN\n",
      "HP                                 79\n",
      "Attack                            115\n",
      "Defense                            70\n",
      "Sp. Atk                           125\n",
      "Sp. Def                            80\n",
      "Speed                             111\n",
      "Generation                          5\n",
      "Legendary                        True\n",
      "Name: 702, dtype: object\n",
      "703 #                               641\n",
      "Name          TornadusTherian Forme\n",
      "Type 1                       Flying\n",
      "Type 2                          NaN\n",
      "HP                               79\n",
      "Attack                          100\n",
      "Defense                          80\n",
      "Sp. Atk                         110\n",
      "Sp. Def                          90\n",
      "Speed                           121\n",
      "Generation                        5\n",
      "Legendary                      True\n",
      "Name: 703, dtype: object\n",
      "704 #                                  642\n",
      "Name          ThundurusIncarnate Forme\n",
      "Type 1                        Electric\n",
      "Type 2                          Flying\n",
      "HP                                  79\n",
      "Attack                             115\n",
      "Defense                             70\n",
      "Sp. Atk                            125\n",
      "Sp. Def                             80\n",
      "Speed                              111\n",
      "Generation                           5\n",
      "Legendary                         True\n",
      "Name: 704, dtype: object\n",
      "705 #                                642\n",
      "Name          ThundurusTherian Forme\n",
      "Type 1                      Electric\n",
      "Type 2                        Flying\n",
      "HP                                79\n",
      "Attack                           105\n",
      "Defense                           70\n",
      "Sp. Atk                          145\n",
      "Sp. Def                           80\n",
      "Speed                            101\n",
      "Generation                         5\n",
      "Legendary                       True\n",
      "Name: 705, dtype: object\n",
      "706 #                  643\n",
      "Name          Reshiram\n",
      "Type 1          Dragon\n",
      "Type 2            Fire\n",
      "HP                 100\n",
      "Attack             120\n",
      "Defense            100\n",
      "Sp. Atk            150\n",
      "Sp. Def            120\n",
      "Speed               90\n",
      "Generation           5\n",
      "Legendary         True\n",
      "Name: 706, dtype: object\n",
      "707 #                  644\n",
      "Name            Zekrom\n",
      "Type 1          Dragon\n",
      "Type 2        Electric\n",
      "HP                 100\n",
      "Attack             150\n",
      "Defense            120\n",
      "Sp. Atk            120\n",
      "Sp. Def            100\n",
      "Speed               90\n",
      "Generation           5\n",
      "Legendary         True\n",
      "Name: 707, dtype: object\n",
      "708 #                                 645\n",
      "Name          LandorusIncarnate Forme\n",
      "Type 1                         Ground\n",
      "Type 2                         Flying\n",
      "HP                                 89\n",
      "Attack                            125\n",
      "Defense                            90\n",
      "Sp. Atk                           115\n",
      "Sp. Def                            80\n",
      "Speed                             101\n",
      "Generation                          5\n",
      "Legendary                        True\n",
      "Name: 708, dtype: object\n",
      "709 #                               645\n",
      "Name          LandorusTherian Forme\n",
      "Type 1                       Ground\n",
      "Type 2                       Flying\n",
      "HP                               89\n",
      "Attack                          145\n",
      "Defense                          90\n",
      "Sp. Atk                         105\n",
      "Sp. Def                          80\n",
      "Speed                            91\n",
      "Generation                        5\n",
      "Legendary                      True\n",
      "Name: 709, dtype: object\n",
      "710 #                646\n",
      "Name          Kyurem\n",
      "Type 1        Dragon\n",
      "Type 2           Ice\n",
      "HP               125\n",
      "Attack           130\n",
      "Defense           90\n",
      "Sp. Atk          130\n",
      "Sp. Def           90\n",
      "Speed             95\n",
      "Generation         5\n",
      "Legendary       True\n",
      "Name: 710, dtype: object\n",
      "711 #                            646\n",
      "Name          KyuremBlack Kyurem\n",
      "Type 1                    Dragon\n",
      "Type 2                       Ice\n",
      "HP                           125\n",
      "Attack                       170\n",
      "Defense                      100\n",
      "Sp. Atk                      120\n",
      "Sp. Def                       90\n",
      "Speed                         95\n",
      "Generation                     5\n",
      "Legendary                   True\n",
      "Name: 711, dtype: object\n",
      "712 #                            646\n",
      "Name          KyuremWhite Kyurem\n",
      "Type 1                    Dragon\n",
      "Type 2                       Ice\n",
      "HP                           125\n",
      "Attack                       120\n",
      "Defense                       90\n",
      "Sp. Atk                      170\n",
      "Sp. Def                      100\n",
      "Speed                         95\n",
      "Generation                     5\n",
      "Legendary                   True\n",
      "Name: 712, dtype: object\n",
      "713 #                              647\n",
      "Name          KeldeoOrdinary Forme\n",
      "Type 1                       Water\n",
      "Type 2                    Fighting\n",
      "HP                              91\n",
      "Attack                          72\n",
      "Defense                         90\n",
      "Sp. Atk                        129\n",
      "Sp. Def                         90\n",
      "Speed                          108\n",
      "Generation                       5\n",
      "Legendary                    False\n",
      "Name: 713, dtype: object\n",
      "714 #                              647\n",
      "Name          KeldeoResolute Forme\n",
      "Type 1                       Water\n",
      "Type 2                    Fighting\n",
      "HP                              91\n",
      "Attack                          72\n",
      "Defense                         90\n",
      "Sp. Atk                        129\n",
      "Sp. Def                         90\n",
      "Speed                          108\n",
      "Generation                       5\n",
      "Legendary                    False\n",
      "Name: 714, dtype: object\n",
      "715 #                            648\n",
      "Name          MeloettaAria Forme\n",
      "Type 1                    Normal\n",
      "Type 2                   Psychic\n",
      "HP                           100\n",
      "Attack                        77\n",
      "Defense                       77\n",
      "Sp. Atk                      128\n",
      "Sp. Def                      128\n",
      "Speed                         90\n",
      "Generation                     5\n",
      "Legendary                  False\n",
      "Name: 715, dtype: object\n",
      "716 #                                 648\n",
      "Name          MeloettaPirouette Forme\n",
      "Type 1                         Normal\n",
      "Type 2                       Fighting\n",
      "HP                                100\n",
      "Attack                            128\n",
      "Defense                            90\n",
      "Sp. Atk                            77\n",
      "Sp. Def                            77\n",
      "Speed                             128\n",
      "Generation                          5\n",
      "Legendary                       False\n",
      "Name: 716, dtype: object\n",
      "717 #                  649\n",
      "Name          Genesect\n",
      "Type 1             Bug\n",
      "Type 2           Steel\n",
      "HP                  71\n",
      "Attack             120\n",
      "Defense             95\n",
      "Sp. Atk            120\n",
      "Sp. Def             95\n",
      "Speed               99\n",
      "Generation           5\n",
      "Legendary        False\n",
      "Name: 717, dtype: object\n",
      "718 #                 650\n",
      "Name          Chespin\n",
      "Type 1          Grass\n",
      "Type 2            NaN\n",
      "HP                 56\n",
      "Attack             61\n",
      "Defense            65\n",
      "Sp. Atk            48\n",
      "Sp. Def            45\n",
      "Speed              38\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 718, dtype: object\n",
      "719 #                   651\n",
      "Name          Quilladin\n",
      "Type 1            Grass\n",
      "Type 2              NaN\n",
      "HP                   61\n",
      "Attack               78\n",
      "Defense              95\n",
      "Sp. Atk              56\n",
      "Sp. Def              58\n",
      "Speed                57\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 719, dtype: object\n",
      "720 #                    652\n",
      "Name          Chesnaught\n",
      "Type 1             Grass\n",
      "Type 2          Fighting\n",
      "HP                    88\n",
      "Attack               107\n",
      "Defense              122\n",
      "Sp. Atk               74\n",
      "Sp. Def               75\n",
      "Speed                 64\n",
      "Generation             6\n",
      "Legendary          False\n",
      "Name: 720, dtype: object\n",
      "721 #                  653\n",
      "Name          Fennekin\n",
      "Type 1            Fire\n",
      "Type 2             NaN\n",
      "HP                  40\n",
      "Attack              45\n",
      "Defense             40\n",
      "Sp. Atk             62\n",
      "Sp. Def             60\n",
      "Speed               60\n",
      "Generation           6\n",
      "Legendary        False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: 721, dtype: object\n",
      "722 #                 654\n",
      "Name          Braixen\n",
      "Type 1           Fire\n",
      "Type 2            NaN\n",
      "HP                 59\n",
      "Attack             59\n",
      "Defense            58\n",
      "Sp. Atk            90\n",
      "Sp. Def            70\n",
      "Speed              73\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 722, dtype: object\n",
      "723 #                 655\n",
      "Name          Delphox\n",
      "Type 1           Fire\n",
      "Type 2        Psychic\n",
      "HP                 75\n",
      "Attack             69\n",
      "Defense            72\n",
      "Sp. Atk           114\n",
      "Sp. Def           100\n",
      "Speed             104\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 723, dtype: object\n",
      "724 #                 656\n",
      "Name          Froakie\n",
      "Type 1          Water\n",
      "Type 2            NaN\n",
      "HP                 41\n",
      "Attack             56\n",
      "Defense            40\n",
      "Sp. Atk            62\n",
      "Sp. Def            44\n",
      "Speed              71\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 724, dtype: object\n",
      "725 #                   657\n",
      "Name          Frogadier\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                   54\n",
      "Attack               63\n",
      "Defense              52\n",
      "Sp. Atk              83\n",
      "Sp. Def              56\n",
      "Speed                97\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 725, dtype: object\n",
      "726 #                  658\n",
      "Name          Greninja\n",
      "Type 1           Water\n",
      "Type 2            Dark\n",
      "HP                  72\n",
      "Attack              95\n",
      "Defense             67\n",
      "Sp. Atk            103\n",
      "Sp. Def             71\n",
      "Speed              122\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 726, dtype: object\n",
      "727 #                  659\n",
      "Name          Bunnelby\n",
      "Type 1          Normal\n",
      "Type 2             NaN\n",
      "HP                  38\n",
      "Attack              36\n",
      "Defense             38\n",
      "Sp. Atk             32\n",
      "Sp. Def             36\n",
      "Speed               57\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 727, dtype: object\n",
      "728 #                   660\n",
      "Name          Diggersby\n",
      "Type 1           Normal\n",
      "Type 2           Ground\n",
      "HP                   85\n",
      "Attack               56\n",
      "Defense              77\n",
      "Sp. Atk              50\n",
      "Sp. Def              77\n",
      "Speed                78\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 728, dtype: object\n",
      "729 #                    661\n",
      "Name          Fletchling\n",
      "Type 1            Normal\n",
      "Type 2            Flying\n",
      "HP                    45\n",
      "Attack                50\n",
      "Defense               43\n",
      "Sp. Atk               40\n",
      "Sp. Def               38\n",
      "Speed                 62\n",
      "Generation             6\n",
      "Legendary          False\n",
      "Name: 729, dtype: object\n",
      "730 #                     662\n",
      "Name          Fletchinder\n",
      "Type 1               Fire\n",
      "Type 2             Flying\n",
      "HP                     62\n",
      "Attack                 73\n",
      "Defense                55\n",
      "Sp. Atk                56\n",
      "Sp. Def                52\n",
      "Speed                  84\n",
      "Generation              6\n",
      "Legendary           False\n",
      "Name: 730, dtype: object\n",
      "731 #                    663\n",
      "Name          Talonflame\n",
      "Type 1              Fire\n",
      "Type 2            Flying\n",
      "HP                    78\n",
      "Attack                81\n",
      "Defense               71\n",
      "Sp. Atk               74\n",
      "Sp. Def               69\n",
      "Speed                126\n",
      "Generation             6\n",
      "Legendary          False\n",
      "Name: 731, dtype: object\n",
      "732 #                    664\n",
      "Name          Scatterbug\n",
      "Type 1               Bug\n",
      "Type 2               NaN\n",
      "HP                    38\n",
      "Attack                35\n",
      "Defense               40\n",
      "Sp. Atk               27\n",
      "Sp. Def               25\n",
      "Speed                 35\n",
      "Generation             6\n",
      "Legendary          False\n",
      "Name: 732, dtype: object\n",
      "733 #                665\n",
      "Name          Spewpa\n",
      "Type 1           Bug\n",
      "Type 2           NaN\n",
      "HP                45\n",
      "Attack            22\n",
      "Defense           60\n",
      "Sp. Atk           27\n",
      "Sp. Def           30\n",
      "Speed             29\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 733, dtype: object\n",
      "734 #                  666\n",
      "Name          Vivillon\n",
      "Type 1             Bug\n",
      "Type 2          Flying\n",
      "HP                  80\n",
      "Attack              52\n",
      "Defense             50\n",
      "Sp. Atk             90\n",
      "Sp. Def             50\n",
      "Speed               89\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 734, dtype: object\n",
      "735 #                667\n",
      "Name          Litleo\n",
      "Type 1          Fire\n",
      "Type 2        Normal\n",
      "HP                62\n",
      "Attack            50\n",
      "Defense           58\n",
      "Sp. Atk           73\n",
      "Sp. Def           54\n",
      "Speed             72\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 735, dtype: object\n",
      "736 #                668\n",
      "Name          Pyroar\n",
      "Type 1          Fire\n",
      "Type 2        Normal\n",
      "HP                86\n",
      "Attack            68\n",
      "Defense           72\n",
      "Sp. Atk          109\n",
      "Sp. Def           66\n",
      "Speed            106\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 736, dtype: object\n",
      "737 #                 669\n",
      "Name          Flabébé\n",
      "Type 1          Fairy\n",
      "Type 2            NaN\n",
      "HP                 44\n",
      "Attack             38\n",
      "Defense            39\n",
      "Sp. Atk            61\n",
      "Sp. Def            79\n",
      "Speed              42\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 737, dtype: object\n",
      "738 #                 670\n",
      "Name          Floette\n",
      "Type 1          Fairy\n",
      "Type 2            NaN\n",
      "HP                 54\n",
      "Attack             45\n",
      "Defense            47\n",
      "Sp. Atk            75\n",
      "Sp. Def            98\n",
      "Speed              52\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 738, dtype: object\n",
      "739 #                 671\n",
      "Name          Florges\n",
      "Type 1          Fairy\n",
      "Type 2            NaN\n",
      "HP                 78\n",
      "Attack             65\n",
      "Defense            68\n",
      "Sp. Atk           112\n",
      "Sp. Def           154\n",
      "Speed              75\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 739, dtype: object\n",
      "740 #                672\n",
      "Name          Skiddo\n",
      "Type 1         Grass\n",
      "Type 2           NaN\n",
      "HP                66\n",
      "Attack            65\n",
      "Defense           48\n",
      "Sp. Atk           62\n",
      "Sp. Def           57\n",
      "Speed             52\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 740, dtype: object\n",
      "741 #                673\n",
      "Name          Gogoat\n",
      "Type 1         Grass\n",
      "Type 2           NaN\n",
      "HP               123\n",
      "Attack           100\n",
      "Defense           62\n",
      "Sp. Atk           97\n",
      "Sp. Def           81\n",
      "Speed             68\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 741, dtype: object\n",
      "742 #                  674\n",
      "Name           Pancham\n",
      "Type 1        Fighting\n",
      "Type 2             NaN\n",
      "HP                  67\n",
      "Attack              82\n",
      "Defense             62\n",
      "Sp. Atk             46\n",
      "Sp. Def             48\n",
      "Speed               43\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 742, dtype: object\n",
      "743 #                  675\n",
      "Name           Pangoro\n",
      "Type 1        Fighting\n",
      "Type 2            Dark\n",
      "HP                  95\n",
      "Attack             124\n",
      "Defense             78\n",
      "Sp. Atk             69\n",
      "Sp. Def             71\n",
      "Speed               58\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 743, dtype: object\n",
      "744 #                 676\n",
      "Name          Furfrou\n",
      "Type 1         Normal\n",
      "Type 2            NaN\n",
      "HP                 75\n",
      "Attack             80\n",
      "Defense            60\n",
      "Sp. Atk            65\n",
      "Sp. Def            90\n",
      "Speed             102\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 744, dtype: object\n",
      "745 #                 677\n",
      "Name           Espurr\n",
      "Type 1        Psychic\n",
      "Type 2            NaN\n",
      "HP                 62\n",
      "Attack             48\n",
      "Defense            54\n",
      "Sp. Atk            63\n",
      "Sp. Def            60\n",
      "Speed              68\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 745, dtype: object\n",
      "746 #                      678\n",
      "Name          MeowsticMale\n",
      "Type 1             Psychic\n",
      "Type 2                 NaN\n",
      "HP                      74\n",
      "Attack                  48\n",
      "Defense                 76\n",
      "Sp. Atk                 83\n",
      "Sp. Def                 81\n",
      "Speed                  104\n",
      "Generation               6\n",
      "Legendary            False\n",
      "Name: 746, dtype: object\n",
      "747 #                        678\n",
      "Name          MeowsticFemale\n",
      "Type 1               Psychic\n",
      "Type 2                   NaN\n",
      "HP                        74\n",
      "Attack                    48\n",
      "Defense                   76\n",
      "Sp. Atk                   83\n",
      "Sp. Def                   81\n",
      "Speed                    104\n",
      "Generation                 6\n",
      "Legendary              False\n",
      "Name: 747, dtype: object\n",
      "748 #                 679\n",
      "Name          Honedge\n",
      "Type 1          Steel\n",
      "Type 2          Ghost\n",
      "HP                 45\n",
      "Attack             80\n",
      "Defense           100\n",
      "Sp. Atk            35\n",
      "Sp. Def            37\n",
      "Speed              28\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 748, dtype: object\n",
      "749 #                  680\n",
      "Name          Doublade\n",
      "Type 1           Steel\n",
      "Type 2           Ghost\n",
      "HP                  59\n",
      "Attack             110\n",
      "Defense            150\n",
      "Sp. Atk             45\n",
      "Sp. Def             49\n",
      "Speed               35\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 749, dtype: object\n",
      "750 #                              681\n",
      "Name          AegislashBlade Forme\n",
      "Type 1                       Steel\n",
      "Type 2                       Ghost\n",
      "HP                              60\n",
      "Attack                         150\n",
      "Defense                         50\n",
      "Sp. Atk                        150\n",
      "Sp. Def                         50\n",
      "Speed                           60\n",
      "Generation                       6\n",
      "Legendary                    False\n",
      "Name: 750, dtype: object\n",
      "751 #                               681\n",
      "Name          AegislashShield Forme\n",
      "Type 1                        Steel\n",
      "Type 2                        Ghost\n",
      "HP                               60\n",
      "Attack                           50\n",
      "Defense                         150\n",
      "Sp. Atk                          50\n",
      "Sp. Def                         150\n",
      "Speed                            60\n",
      "Generation                        6\n",
      "Legendary                     False\n",
      "Name: 751, dtype: object\n",
      "752 #                  682\n",
      "Name          Spritzee\n",
      "Type 1           Fairy\n",
      "Type 2             NaN\n",
      "HP                  78\n",
      "Attack              52\n",
      "Defense             60\n",
      "Sp. Atk             63\n",
      "Sp. Def             65\n",
      "Speed               23\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 752, dtype: object\n",
      "753 #                    683\n",
      "Name          Aromatisse\n",
      "Type 1             Fairy\n",
      "Type 2               NaN\n",
      "HP                   101\n",
      "Attack                72\n",
      "Defense               72\n",
      "Sp. Atk               99\n",
      "Sp. Def               89\n",
      "Speed                 29\n",
      "Generation             6\n",
      "Legendary          False\n",
      "Name: 753, dtype: object\n",
      "754 #                 684\n",
      "Name          Swirlix\n",
      "Type 1          Fairy\n",
      "Type 2            NaN\n",
      "HP                 62\n",
      "Attack             48\n",
      "Defense            66\n",
      "Sp. Atk            59\n",
      "Sp. Def            57\n",
      "Speed              49\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 754, dtype: object\n",
      "755 #                  685\n",
      "Name          Slurpuff\n",
      "Type 1           Fairy\n",
      "Type 2             NaN\n",
      "HP                  82\n",
      "Attack              80\n",
      "Defense             86\n",
      "Sp. Atk             85\n",
      "Sp. Def             75\n",
      "Speed               72\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 755, dtype: object\n",
      "756 #                 686\n",
      "Name            Inkay\n",
      "Type 1           Dark\n",
      "Type 2        Psychic\n",
      "HP                 53\n",
      "Attack             54\n",
      "Defense            53\n",
      "Sp. Atk            37\n",
      "Sp. Def            46\n",
      "Speed              45\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 756, dtype: object\n",
      "757 #                 687\n",
      "Name          Malamar\n",
      "Type 1           Dark\n",
      "Type 2        Psychic\n",
      "HP                 86\n",
      "Attack             92\n",
      "Defense            88\n",
      "Sp. Atk            68\n",
      "Sp. Def            75\n",
      "Speed              73\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 757, dtype: object\n",
      "758 #                 688\n",
      "Name          Binacle\n",
      "Type 1           Rock\n",
      "Type 2          Water\n",
      "HP                 42\n",
      "Attack             52\n",
      "Defense            67\n",
      "Sp. Atk            39\n",
      "Sp. Def            56\n",
      "Speed              50\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 758, dtype: object\n",
      "759 #                    689\n",
      "Name          Barbaracle\n",
      "Type 1              Rock\n",
      "Type 2             Water\n",
      "HP                    72\n",
      "Attack               105\n",
      "Defense              115\n",
      "Sp. Atk               54\n",
      "Sp. Def               86\n",
      "Speed                 68\n",
      "Generation             6\n",
      "Legendary          False\n",
      "Name: 759, dtype: object\n",
      "760 #                690\n",
      "Name          Skrelp\n",
      "Type 1        Poison\n",
      "Type 2         Water\n",
      "HP                50\n",
      "Attack            60\n",
      "Defense           60\n",
      "Sp. Atk           60\n",
      "Sp. Def           60\n",
      "Speed             30\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 760, dtype: object\n",
      "761 #                  691\n",
      "Name          Dragalge\n",
      "Type 1          Poison\n",
      "Type 2          Dragon\n",
      "HP                  65\n",
      "Attack              75\n",
      "Defense             90\n",
      "Sp. Atk             97\n",
      "Sp. Def            123\n",
      "Speed               44\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 761, dtype: object\n",
      "762 #                   692\n",
      "Name          Clauncher\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                   50\n",
      "Attack               53\n",
      "Defense              62\n",
      "Sp. Atk              58\n",
      "Sp. Def              63\n",
      "Speed                44\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 762, dtype: object\n",
      "763 #                   693\n",
      "Name          Clawitzer\n",
      "Type 1            Water\n",
      "Type 2              NaN\n",
      "HP                   71\n",
      "Attack               73\n",
      "Defense              88\n",
      "Sp. Atk             120\n",
      "Sp. Def              89\n",
      "Speed                59\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 763, dtype: object\n",
      "764 #                    694\n",
      "Name          Helioptile\n",
      "Type 1          Electric\n",
      "Type 2            Normal\n",
      "HP                    44\n",
      "Attack                38\n",
      "Defense               33\n",
      "Sp. Atk               61\n",
      "Sp. Def               43\n",
      "Speed                 70\n",
      "Generation             6\n",
      "Legendary          False\n",
      "Name: 764, dtype: object\n",
      "765 #                   695\n",
      "Name          Heliolisk\n",
      "Type 1         Electric\n",
      "Type 2           Normal\n",
      "HP                   62\n",
      "Attack               55\n",
      "Defense              52\n",
      "Sp. Atk             109\n",
      "Sp. Def              94\n",
      "Speed               109\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 765, dtype: object\n",
      "766 #                696\n",
      "Name          Tyrunt\n",
      "Type 1          Rock\n",
      "Type 2        Dragon\n",
      "HP                58\n",
      "Attack            89\n",
      "Defense           77\n",
      "Sp. Atk           45\n",
      "Sp. Def           45\n",
      "Speed             48\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 766, dtype: object\n",
      "767 #                   697\n",
      "Name          Tyrantrum\n",
      "Type 1             Rock\n",
      "Type 2           Dragon\n",
      "HP                   82\n",
      "Attack              121\n",
      "Defense             119\n",
      "Sp. Atk              69\n",
      "Sp. Def              59\n",
      "Speed                71\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 767, dtype: object\n",
      "768 #                698\n",
      "Name          Amaura\n",
      "Type 1          Rock\n",
      "Type 2           Ice\n",
      "HP                77\n",
      "Attack            59\n",
      "Defense           50\n",
      "Sp. Atk           67\n",
      "Sp. Def           63\n",
      "Speed             46\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 768, dtype: object\n",
      "769 #                 699\n",
      "Name          Aurorus\n",
      "Type 1           Rock\n",
      "Type 2            Ice\n",
      "HP                123\n",
      "Attack             77\n",
      "Defense            72\n",
      "Sp. Atk            99\n",
      "Sp. Def            92\n",
      "Speed              58\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 769, dtype: object\n",
      "770 #                 700\n",
      "Name          Sylveon\n",
      "Type 1          Fairy\n",
      "Type 2            NaN\n",
      "HP                 95\n",
      "Attack             65\n",
      "Defense            65\n",
      "Sp. Atk           110\n",
      "Sp. Def           130\n",
      "Speed              60\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 770, dtype: object\n",
      "771 #                  701\n",
      "Name          Hawlucha\n",
      "Type 1        Fighting\n",
      "Type 2          Flying\n",
      "HP                  78\n",
      "Attack              92\n",
      "Defense             75\n",
      "Sp. Atk             74\n",
      "Sp. Def             63\n",
      "Speed              118\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 771, dtype: object\n",
      "772 #                  702\n",
      "Name           Dedenne\n",
      "Type 1        Electric\n",
      "Type 2           Fairy\n",
      "HP                  67\n",
      "Attack              58\n",
      "Defense             57\n",
      "Sp. Atk             81\n",
      "Sp. Def             67\n",
      "Speed              101\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 772, dtype: object\n",
      "773 #                 703\n",
      "Name          Carbink\n",
      "Type 1           Rock\n",
      "Type 2          Fairy\n",
      "HP                 50\n",
      "Attack             50\n",
      "Defense           150\n",
      "Sp. Atk            50\n",
      "Sp. Def           150\n",
      "Speed              50\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 773, dtype: object\n",
      "774 #                704\n",
      "Name           Goomy\n",
      "Type 1        Dragon\n",
      "Type 2           NaN\n",
      "HP                45\n",
      "Attack            50\n",
      "Defense           35\n",
      "Sp. Atk           55\n",
      "Sp. Def           75\n",
      "Speed             40\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 774, dtype: object\n",
      "775 #                 705\n",
      "Name          Sliggoo\n",
      "Type 1         Dragon\n",
      "Type 2            NaN\n",
      "HP                 68\n",
      "Attack             75\n",
      "Defense            53\n",
      "Sp. Atk            83\n",
      "Sp. Def           113\n",
      "Speed              60\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 775, dtype: object\n",
      "776 #                706\n",
      "Name          Goodra\n",
      "Type 1        Dragon\n",
      "Type 2           NaN\n",
      "HP                90\n",
      "Attack           100\n",
      "Defense           70\n",
      "Sp. Atk          110\n",
      "Sp. Def          150\n",
      "Speed             80\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 776, dtype: object\n",
      "777 #                707\n",
      "Name          Klefki\n",
      "Type 1         Steel\n",
      "Type 2         Fairy\n",
      "HP                57\n",
      "Attack            80\n",
      "Defense           91\n",
      "Sp. Atk           80\n",
      "Sp. Def           87\n",
      "Speed             75\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 777, dtype: object\n",
      "778 #                  708\n",
      "Name          Phantump\n",
      "Type 1           Ghost\n",
      "Type 2           Grass\n",
      "HP                  43\n",
      "Attack              70\n",
      "Defense             48\n",
      "Sp. Atk             50\n",
      "Sp. Def             60\n",
      "Speed               38\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 778, dtype: object\n",
      "779 #                   709\n",
      "Name          Trevenant\n",
      "Type 1            Ghost\n",
      "Type 2            Grass\n",
      "HP                   85\n",
      "Attack              110\n",
      "Defense              76\n",
      "Sp. Atk              65\n",
      "Sp. Def              82\n",
      "Speed                56\n",
      "Generation            6\n",
      "Legendary         False\n",
      "Name: 779, dtype: object\n",
      "780 #                               710\n",
      "Name          PumpkabooAverage Size\n",
      "Type 1                        Ghost\n",
      "Type 2                        Grass\n",
      "HP                               49\n",
      "Attack                           66\n",
      "Defense                          70\n",
      "Sp. Atk                          44\n",
      "Sp. Def                          55\n",
      "Speed                            51\n",
      "Generation                        6\n",
      "Legendary                     False\n",
      "Name: 780, dtype: object\n",
      "781 #                             710\n",
      "Name          PumpkabooSmall Size\n",
      "Type 1                      Ghost\n",
      "Type 2                      Grass\n",
      "HP                             44\n",
      "Attack                         66\n",
      "Defense                        70\n",
      "Sp. Atk                        44\n",
      "Sp. Def                        55\n",
      "Speed                          56\n",
      "Generation                      6\n",
      "Legendary                   False\n",
      "Name: 781, dtype: object\n",
      "782 #                             710\n",
      "Name          PumpkabooLarge Size\n",
      "Type 1                      Ghost\n",
      "Type 2                      Grass\n",
      "HP                             54\n",
      "Attack                         66\n",
      "Defense                        70\n",
      "Sp. Atk                        44\n",
      "Sp. Def                        55\n",
      "Speed                          46\n",
      "Generation                      6\n",
      "Legendary                   False\n",
      "Name: 782, dtype: object\n",
      "783 #                             710\n",
      "Name          PumpkabooSuper Size\n",
      "Type 1                      Ghost\n",
      "Type 2                      Grass\n",
      "HP                             59\n",
      "Attack                         66\n",
      "Defense                        70\n",
      "Sp. Atk                        44\n",
      "Sp. Def                        55\n",
      "Speed                          41\n",
      "Generation                      6\n",
      "Legendary                   False\n",
      "Name: 783, dtype: object\n",
      "784 #                               711\n",
      "Name          GourgeistAverage Size\n",
      "Type 1                        Ghost\n",
      "Type 2                        Grass\n",
      "HP                               65\n",
      "Attack                           90\n",
      "Defense                         122\n",
      "Sp. Atk                          58\n",
      "Sp. Def                          75\n",
      "Speed                            84\n",
      "Generation                        6\n",
      "Legendary                     False\n",
      "Name: 784, dtype: object\n",
      "785 #                             711\n",
      "Name          GourgeistSmall Size\n",
      "Type 1                      Ghost\n",
      "Type 2                      Grass\n",
      "HP                             55\n",
      "Attack                         85\n",
      "Defense                       122\n",
      "Sp. Atk                        58\n",
      "Sp. Def                        75\n",
      "Speed                          99\n",
      "Generation                      6\n",
      "Legendary                   False\n",
      "Name: 785, dtype: object\n",
      "786 #                             711\n",
      "Name          GourgeistLarge Size\n",
      "Type 1                      Ghost\n",
      "Type 2                      Grass\n",
      "HP                             75\n",
      "Attack                         95\n",
      "Defense                       122\n",
      "Sp. Atk                        58\n",
      "Sp. Def                        75\n",
      "Speed                          69\n",
      "Generation                      6\n",
      "Legendary                   False\n",
      "Name: 786, dtype: object\n",
      "787 #                             711\n",
      "Name          GourgeistSuper Size\n",
      "Type 1                      Ghost\n",
      "Type 2                      Grass\n",
      "HP                             85\n",
      "Attack                        100\n",
      "Defense                       122\n",
      "Sp. Atk                        58\n",
      "Sp. Def                        75\n",
      "Speed                          54\n",
      "Generation                      6\n",
      "Legendary                   False\n",
      "Name: 787, dtype: object\n",
      "788 #                  712\n",
      "Name          Bergmite\n",
      "Type 1             Ice\n",
      "Type 2             NaN\n",
      "HP                  55\n",
      "Attack              69\n",
      "Defense             85\n",
      "Sp. Atk             32\n",
      "Sp. Def             35\n",
      "Speed               28\n",
      "Generation           6\n",
      "Legendary        False\n",
      "Name: 788, dtype: object\n",
      "789 #                 713\n",
      "Name          Avalugg\n",
      "Type 1            Ice\n",
      "Type 2            NaN\n",
      "HP                 95\n",
      "Attack            117\n",
      "Defense           184\n",
      "Sp. Atk            44\n",
      "Sp. Def            46\n",
      "Speed              28\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 789, dtype: object\n",
      "790 #                714\n",
      "Name          Noibat\n",
      "Type 1        Flying\n",
      "Type 2        Dragon\n",
      "HP                40\n",
      "Attack            30\n",
      "Defense           35\n",
      "Sp. Atk           45\n",
      "Sp. Def           40\n",
      "Speed             55\n",
      "Generation         6\n",
      "Legendary      False\n",
      "Name: 790, dtype: object\n",
      "791 #                 715\n",
      "Name          Noivern\n",
      "Type 1         Flying\n",
      "Type 2         Dragon\n",
      "HP                 85\n",
      "Attack             70\n",
      "Defense            80\n",
      "Sp. Atk            97\n",
      "Sp. Def            80\n",
      "Speed             123\n",
      "Generation          6\n",
      "Legendary       False\n",
      "Name: 791, dtype: object\n",
      "792 #                 716\n",
      "Name          Xerneas\n",
      "Type 1          Fairy\n",
      "Type 2            NaN\n",
      "HP                126\n",
      "Attack            131\n",
      "Defense            95\n",
      "Sp. Atk           131\n",
      "Sp. Def            98\n",
      "Speed              99\n",
      "Generation          6\n",
      "Legendary        True\n",
      "Name: 792, dtype: object\n",
      "793 #                 717\n",
      "Name          Yveltal\n",
      "Type 1           Dark\n",
      "Type 2         Flying\n",
      "HP                126\n",
      "Attack            131\n",
      "Defense            95\n",
      "Sp. Atk           131\n",
      "Sp. Def            98\n",
      "Speed              99\n",
      "Generation          6\n",
      "Legendary        True\n",
      "Name: 793, dtype: object\n",
      "794 #                          718\n",
      "Name          Zygarde50% Forme\n",
      "Type 1                  Dragon\n",
      "Type 2                  Ground\n",
      "HP                         108\n",
      "Attack                     100\n",
      "Defense                    121\n",
      "Sp. Atk                     81\n",
      "Sp. Def                     95\n",
      "Speed                       95\n",
      "Generation                   6\n",
      "Legendary                 True\n",
      "Name: 794, dtype: object\n",
      "795 #                 719\n",
      "Name          Diancie\n",
      "Type 1           Rock\n",
      "Type 2          Fairy\n",
      "HP                 50\n",
      "Attack            100\n",
      "Defense           150\n",
      "Sp. Atk           100\n",
      "Sp. Def           150\n",
      "Speed              50\n",
      "Generation          6\n",
      "Legendary        True\n",
      "Name: 795, dtype: object\n",
      "796 #                             719\n",
      "Name          DiancieMega Diancie\n",
      "Type 1                       Rock\n",
      "Type 2                      Fairy\n",
      "HP                             50\n",
      "Attack                        160\n",
      "Defense                       110\n",
      "Sp. Atk                       160\n",
      "Sp. Def                       110\n",
      "Speed                         110\n",
      "Generation                      6\n",
      "Legendary                    True\n",
      "Name: 796, dtype: object\n",
      "797 #                             720\n",
      "Name          HoopaHoopa Confined\n",
      "Type 1                    Psychic\n",
      "Type 2                      Ghost\n",
      "HP                             80\n",
      "Attack                        110\n",
      "Defense                        60\n",
      "Sp. Atk                       150\n",
      "Sp. Def                       130\n",
      "Speed                          70\n",
      "Generation                      6\n",
      "Legendary                    True\n",
      "Name: 797, dtype: object\n",
      "798 #                            720\n",
      "Name          HoopaHoopa Unbound\n",
      "Type 1                   Psychic\n",
      "Type 2                      Dark\n",
      "HP                            80\n",
      "Attack                       160\n",
      "Defense                       60\n",
      "Sp. Atk                      170\n",
      "Sp. Def                      130\n",
      "Speed                         80\n",
      "Generation                     6\n",
      "Legendary                   True\n",
      "Name: 798, dtype: object\n",
      "799 #                   721\n",
      "Name          Volcanion\n",
      "Type 1             Fire\n",
      "Type 2            Water\n",
      "HP                   80\n",
      "Attack              110\n",
      "Defense             120\n",
      "Sp. Atk             130\n",
      "Sp. Def              90\n",
      "Speed                70\n",
      "Generation            6\n",
      "Legendary          True\n",
      "Name: 799, dtype: object\n"
     ]
    }
   ],
   "source": [
    "# print each roe\n",
    "for index, row in df.iterrows():\n",
    "    print(index, row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'NoneType' object has no attribute 'drop'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Input \u001b[1;32mIn [20]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[43mdf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdrop\u001b[49m([\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m#\u001b[39m\u001b[38;5;124m'\u001b[39m],axis \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m, inplace \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m      2\u001b[0m df\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'drop'"
     ]
    }
   ],
   "source": [
    "df = df.drop(['#'],axis = 1, inplace = True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Check how many Fire are there in the ['Type 1'] column."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe thead th {\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",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\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>5</th>\n",
       "      <td>5</td>\n",
       "      <td>Charmeleon</td>\n",
       "      <td>Fire</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>64</td>\n",
       "      <td>58</td>\n",
       "      <td>80</td>\n",
       "      <td>65</td>\n",
       "      <td>80</td>\n",
       "      <td>1</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>Charizard</td>\n",
       "      <td>Fire</td>\n",
       "      <td>Flying</td>\n",
       "      <td>78</td>\n",
       "      <td>84</td>\n",
       "      <td>78</td>\n",
       "      <td>109</td>\n",
       "      <td>85</td>\n",
       "      <td>100</td>\n",
       "      <td>1</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6</td>\n",
       "      <td>CharizardMega Charizard X</td>\n",
       "      <td>Fire</td>\n",
       "      <td>Dragon</td>\n",
       "      <td>78</td>\n",
       "      <td>130</td>\n",
       "      <td>111</td>\n",
       "      <td>130</td>\n",
       "      <td>85</td>\n",
       "      <td>100</td>\n",
       "      <td>1</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>6</td>\n",
       "      <td>CharizardMega Charizard Y</td>\n",
       "      <td>Fire</td>\n",
       "      <td>Flying</td>\n",
       "      <td>78</td>\n",
       "      <td>104</td>\n",
       "      <td>78</td>\n",
       "      <td>159</td>\n",
       "      <td>115</td>\n",
       "      <td>100</td>\n",
       "      <td>1</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   #                       Name Type 1  Type 2  HP  Attack  Defense  Sp. Atk  \\\n",
       "4  4                 Charmander   Fire     NaN  39      52       43       60   \n",
       "5  5                 Charmeleon   Fire     NaN  58      64       58       80   \n",
       "6  6                  Charizard   Fire  Flying  78      84       78      109   \n",
       "7  6  CharizardMega Charizard X   Fire  Dragon  78     130      111      130   \n",
       "8  6  CharizardMega Charizard Y   Fire  Flying  78     104       78      159   \n",
       "\n",
       "   Sp. Def  Speed  Generation  Legendary  \n",
       "4       50     65           1      False  \n",
       "5       65     80           1      False  \n",
       "6       85    100           1      False  \n",
       "7       85    100           1      False  \n",
       "8      115    100           1      False  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc[df['Type 1']=='Fire'].head(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Sorting Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <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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       "    <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",
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       "    <tr>\n",
       "      <th>695</th>\n",
       "      <td>634</td>\n",
       "      <td>Zweilous</td>\n",
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       "      <td>70</td>\n",
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       "      <td>False</td>\n",
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       "      <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",
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       "      <td>55</td>\n",
       "      <td>1</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>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>...</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>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>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>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",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <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",
       "  </tbody>\n",
       "</table>\n",
       "<p>800 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                     Name   Type 1  Type 2   HP  Attack  Defense  \\\n",
       "794  718         Zygarde50% Forme   Dragon  Ground  108     100      121   \n",
       "695  634                 Zweilous     Dark  Dragon   72      85       70   \n",
       "46    41                    Zubat   Poison  Flying   40      45       35   \n",
       "631  570                    Zorua     Dark     NaN   40      65       40   \n",
       "632  571                  Zoroark     Dark     NaN   60     105       60   \n",
       "..   ...                      ...      ...     ...  ...     ...      ...   \n",
       "393  359          AbsolMega Absol     Dark     NaN   65     150       60   \n",
       "392  359                    Absol     Dark     NaN   65     130       60   \n",
       "68    63                     Abra  Psychic     NaN   25      20       15   \n",
       "511  460  AbomasnowMega Abomasnow    Grass     Ice   90     132      105   \n",
       "510  460                Abomasnow    Grass     Ice   90      92       75   \n",
       "\n",
       "     Sp. Atk  Sp. Def  Speed  Generation  Legendary  \n",
       "794       81       95     95           6       True  \n",
       "695       65       70     58           5      False  \n",
       "46        30       40     55           1      False  \n",
       "631       80       40     65           5      False  \n",
       "632      120       60    105           5      False  \n",
       "..       ...      ...    ...         ...        ...  \n",
       "393      115       60    115           3      False  \n",
       "392       75       60     75           3      False  \n",
       "68       105       55     90           1      False  \n",
       "511      132      105     30           4      False  \n",
       "510       92       85     60           4      False  \n",
       "\n",
       "[800 rows x 12 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sort_values(['Name'], ascending=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Create a new column Total and add hp - speed value."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .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>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  HP  Attack  Defense  Sp. Atk  \\\n",
       "0  1              Bulbasaur  Grass  Poison  45      49       49       65   \n",
       "1  2                Ivysaur  Grass  Poison  60      62       63       80   \n",
       "2  3               Venusaur  Grass  Poison  80      82       83      100   \n",
       "3  3  VenusaurMega Venusaur  Grass  Poison  80     100      123      122   \n",
       "4  4             Charmander   Fire     NaN  39      52       43       60   \n",
       "\n",
       "   Sp. Def  Speed  Generation  Legendary  Total  \n",
       "0       65     45           1      False    318  \n",
       "1       80     60           1      False    405  \n",
       "2      100     80           1      False    525  \n",
       "3      120     80           1      False    625  \n",
       "4       50     65           1      False    309  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Total'] = df.iloc[:, 4:10].sum(axis=1)\n",
    "df.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\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>Legendary</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   #                   Name Type 1  Type 2  Legendary  Total  HP  Attack  \\\n",
       "0  1              Bulbasaur  Grass  Poison      False    318  45      49   \n",
       "1  2                Ivysaur  Grass  Poison      False    405  60      62   \n",
       "2  3               Venusaur  Grass  Poison      False    525  80      82   \n",
       "3  3  VenusaurMega Venusaur  Grass  Poison      False    625  80     100   \n",
       "4  4             Charmander   Fire     NaN      False    309  39      52   \n",
       "\n",
       "   Defense  Sp. Atk  Sp. Def  Speed  Generation  \n",
       "0       49       65       65     45           1  \n",
       "1       63       80       80     60           1  \n",
       "2       83      100      100     80           1  \n",
       "3      123      122      120     80           1  \n",
       "4       43       60       50     65           1  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cols = list(df.columns.values)\n",
    "\n",
    "df = df[cols[0:4] + [cols[-1]]+cols[4:12]]\n",
    "df.head(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Saving modified file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# df.to_csv(\"modified.csv\", index=False)\n",
    "\n",
    "# df.to_excel(\"modified.xlsx\", index=False)\n",
    "\n",
    "# df.to_csv(\"modified.txt\", index=False, sep='\\t')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Filtering Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    <tr>\n",
       "      <th>2</th>\n",
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       "      <td>Venusaur</td>\n",
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       "      <th>3</th>\n",
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       "      <td>100</td>\n",
       "      <td>123</td>\n",
       "      <td>122</td>\n",
       "      <td>120</td>\n",
       "      <td>80</td>\n",
       "      <td>1</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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                   Name Type 1  Type 2  Legendary  Total   HP  Attack  \\\n",
       "2      3               Venusaur  Grass  Poison      False    525   80      82   \n",
       "3      3  VenusaurMega Venusaur  Grass  Poison      False    625   80     100   \n",
       "50    45              Vileplume  Grass  Poison      False    490   75      80   \n",
       "77    71             Victreebel  Grass  Poison      False    490   80     105   \n",
       "652  591              Amoonguss  Grass  Poison      False    464  114      85   \n",
       "\n",
       "     Defense  Sp. Atk  Sp. Def  Speed  Generation  \n",
       "2         83      100      100     80           1  \n",
       "3        123      122      120     80           1  \n",
       "50        85      110       90     50           1  \n",
       "77        65      100       70     70           1  \n",
       "652       70       85       80     30           5  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc[(df['Type 1'] == 'Grass') & (df['Type 2'] == 'Poison') & (df['HP'] > 70)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Reset_index\n",
    "# df.reset_index(drop=True, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\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>Legendary</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>Charmeleon</td>\n",
       "      <td>Fire</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>405</td>\n",
       "      <td>58</td>\n",
       "      <td>64</td>\n",
       "      <td>58</td>\n",
       "      <td>80</td>\n",
       "      <td>65</td>\n",
       "      <td>80</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",
       "    </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>True</td>\n",
       "      <td>600</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",
       "    </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>True</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",
       "    </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>True</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",
       "    </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>True</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",
       "    </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>True</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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>751 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Name   Type 1  Type 2  Legendary  Total   HP  Attack  \\\n",
       "0      1            Bulbasaur    Grass  Poison      False    318   45      49   \n",
       "1      2              Ivysaur    Grass  Poison      False    405   60      62   \n",
       "2      3             Venusaur    Grass  Poison      False    525   80      82   \n",
       "4      4           Charmander     Fire     NaN      False    309   39      52   \n",
       "5      5           Charmeleon     Fire     NaN      False    405   58      64   \n",
       "..   ...                  ...      ...     ...        ...    ...  ...     ...   \n",
       "794  718     Zygarde50% Forme   Dragon  Ground       True    600  108     100   \n",
       "795  719              Diancie     Rock   Fairy       True    600   50     100   \n",
       "797  720  HoopaHoopa Confined  Psychic   Ghost       True    600   80     110   \n",
       "798  720   HoopaHoopa Unbound  Psychic    Dark       True    680   80     160   \n",
       "799  721            Volcanion     Fire   Water       True    600   80     110   \n",
       "\n",
       "     Defense  Sp. Atk  Sp. Def  Speed  Generation  \n",
       "0         49       65       65     45           1  \n",
       "1         63       80       80     60           1  \n",
       "2         83      100      100     80           1  \n",
       "4         43       60       50     65           1  \n",
       "5         58       80       65     80           1  \n",
       "..       ...      ...      ...    ...         ...  \n",
       "794      121       81       95     95           6  \n",
       "795      150      100      150     50           6  \n",
       "797       60      150      130     70           6  \n",
       "798       60      170      130     80           6  \n",
       "799      120      130       90     70           6  \n",
       "\n",
       "[751 rows x 13 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc[~df['Name'].str.contains('Mega')] # ~ exclude name which contain 'Mega'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>#</th>\n",
       "      <th>Name</th>\n",
       "      <th>Type 1</th>\n",
       "      <th>Type 2</th>\n",
       "      <th>Legendary</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",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>16</td>\n",
       "      <td>Pidgey</td>\n",
       "      <td>Normal</td>\n",
       "      <td>Flying</td>\n",
       "      <td>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       #                 Name    Type 1    Type 2  Legendary  Total   HP  \\\n",
       "20    16               Pidgey    Normal    Flying      False    251   40   \n",
       "21    17            Pidgeotto    Normal    Flying      False    349   63   \n",
       "22    18              Pidgeot    Normal    Flying      False    479   83   \n",
       "23    18  PidgeotMega Pidgeot    Normal    Flying      False    579   83   \n",
       "30    25              Pikachu  Electric       NaN      False    320   35   \n",
       "136  127               Pinsir       Bug       NaN      False    500   65   \n",
       "137  127    PinsirMega Pinsir       Bug    Flying      False    600   65   \n",
       "186  172                Pichu  Electric       NaN      False    205   20   \n",
       "219  204               Pineco       Bug       NaN      False    290   50   \n",
       "239  221            Piloswine       Ice    Ground      False    450  100   \n",
       "438  393               Piplup     Water       NaN      False    314   53   \n",
       "558  499              Pignite      Fire  Fighting      False    418   90   \n",
       "578  519               Pidove    Normal    Flying      False    264   50   \n",
       "\n",
       "     Attack  Defense  Sp. Atk  Sp. Def  Speed  Generation  \n",
       "20       45       40       35       35     56           1  \n",
       "21       60       55       50       50     71           1  \n",
       "22       80       75       70       70    101           1  \n",
       "23       80       80      135       80    121           1  \n",
       "30       55       40       50       50     90           1  \n",
       "136     125      100       55       70     85           1  \n",
       "137     155      120       65       90    105           1  \n",
       "186      40       15       35       35     60           2  \n",
       "219      65       90       35       35     15           2  \n",
       "239     100       80       60       60     50           2  \n",
       "438      51       53       61       56     40           4  \n",
       "558      93       55       70       55     55           5  \n",
       "578      55       50       36       30     43           5  "
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import re \n",
    "df.loc[df['Type 1'].str.contains('Grass|Fire', flags=re.I, regex=True)]\n",
    "\n",
    "# Name starting with 'pi'\n",
    "df.loc[df['Name'].str.contains('^pi[a-z]*', flags=re.I, regex=True)]  \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Conditional Changes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "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>Legendary</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>False</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",
       "    </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>True</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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   #                   Name Type 1  Type 2 Legendary  Total  HP  Attack  \\\n",
       "0  1              Bulbasaur  Grass  Poison     False    318  45      49   \n",
       "1  2                Ivysaur  Grass  Poison     False    405  60      62   \n",
       "2  3               Venusaur  Grass  Poison     False    525  80      82   \n",
       "3  3  VenusaurMega Venusaur  Grass  Poison     False    625  80     100   \n",
       "4  4             Charmander   Fire     NaN      True    309  39      52   \n",
       "\n",
       "   Defense  Sp. Atk  Sp. Def  Speed  Generation  \n",
       "0       49       65       65     45           1  \n",
       "1       63       80       80     60           1  \n",
       "2       83      100      100     80           1  \n",
       "3      123      122      120     80           1  \n",
       "4       43       60       50     65           1  "
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# change 'Fire' to 'Flamer' in Type 1 column\n",
    "df.loc[df['Type 1'] == 'Fire', 'Type 1'] = 'Flamer'\n",
    "df\n",
    "# revert changes\n",
    "df.loc[df['Type 1'] == 'Flamer', 'Type 1'] = 'Fire'\n",
    "df.head(5)\n",
    "\n",
    "# change 'Fire' in 'Type 1' column should be 'true' in 'Legendary' column\n",
    "df.loc[df['Type 1'] == 'Fire', 'Legendary'] = 'True'\n",
    "df.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Pivot table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.cut"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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