Meteorite.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "csv_path='D:/Learning/DataScience/PlusCourses/DataVisualization/Meteorite/Meteorite_Landings.csv' "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.read_csv(csv_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=df.drop(u'nametype', axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=df.drop(u'id', axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "df[\"index\"] = [ i for i in range(len(df[\"name\"]))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>recclass</th>\n",
       "      <th>mass (g)</th>\n",
       "      <th>fall</th>\n",
       "      <th>year</th>\n",
       "      <th>reclat</th>\n",
       "      <th>reclong</th>\n",
       "      <th>GeoLocation</th>\n",
       "      <th>index</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Aachen</th>\n",
       "      <td>L5</td>\n",
       "      <td>21.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1880 12:00:00 AM</td>\n",
       "      <td>50.77500</td>\n",
       "      <td>6.08333</td>\n",
       "      <td>(50.775000, 6.083330)</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aarhus</th>\n",
       "      <td>H6</td>\n",
       "      <td>720.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1951 12:00:00 AM</td>\n",
       "      <td>56.18333</td>\n",
       "      <td>10.23333</td>\n",
       "      <td>(56.183330, 10.233330)</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Abee</th>\n",
       "      <td>EH4</td>\n",
       "      <td>107000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1952 12:00:00 AM</td>\n",
       "      <td>54.21667</td>\n",
       "      <td>-113.00000</td>\n",
       "      <td>(54.216670, -113.000000)</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Acapulco</th>\n",
       "      <td>Acapulcoite</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1976 12:00:00 AM</td>\n",
       "      <td>16.88333</td>\n",
       "      <td>-99.90000</td>\n",
       "      <td>(16.883330, -99.900000)</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Achiras</th>\n",
       "      <td>L6</td>\n",
       "      <td>780.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1902 12:00:00 AM</td>\n",
       "      <td>-33.16667</td>\n",
       "      <td>-64.95000</td>\n",
       "      <td>(-33.166670, -64.950000)</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Adhi Kot</th>\n",
       "      <td>EH4</td>\n",
       "      <td>4239.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1919 12:00:00 AM</td>\n",
       "      <td>32.10000</td>\n",
       "      <td>71.80000</td>\n",
       "      <td>(32.100000, 71.800000)</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Adzhi-Bogdo (stone)</th>\n",
       "      <td>LL3-6</td>\n",
       "      <td>910.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1949 12:00:00 AM</td>\n",
       "      <td>44.83333</td>\n",
       "      <td>95.16667</td>\n",
       "      <td>(44.833330, 95.166670)</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Agen</th>\n",
       "      <td>H5</td>\n",
       "      <td>30000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1814 12:00:00 AM</td>\n",
       "      <td>44.21667</td>\n",
       "      <td>0.61667</td>\n",
       "      <td>(44.216670, 0.616670)</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aguada</th>\n",
       "      <td>L6</td>\n",
       "      <td>1620.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1930 12:00:00 AM</td>\n",
       "      <td>-31.60000</td>\n",
       "      <td>-65.23333</td>\n",
       "      <td>(-31.600000, -65.233330)</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aguila Blanca</th>\n",
       "      <td>L</td>\n",
       "      <td>1440.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1920 12:00:00 AM</td>\n",
       "      <td>-30.86667</td>\n",
       "      <td>-64.55000</td>\n",
       "      <td>(-30.866670, -64.550000)</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aioun el Atrouss</th>\n",
       "      <td>Diogenite-pm</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1974 12:00:00 AM</td>\n",
       "      <td>16.39806</td>\n",
       "      <td>-9.57028</td>\n",
       "      <td>(16.398060, -9.570280)</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aïr</th>\n",
       "      <td>L6</td>\n",
       "      <td>24000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1925 12:00:00 AM</td>\n",
       "      <td>19.08333</td>\n",
       "      <td>8.38333</td>\n",
       "      <td>(19.083330, 8.383330)</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aire-sur-la-Lys</th>\n",
       "      <td>Unknown</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1769 12:00:00 AM</td>\n",
       "      <td>50.66667</td>\n",
       "      <td>2.33333</td>\n",
       "      <td>(50.666670, 2.333330)</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Akaba</th>\n",
       "      <td>L6</td>\n",
       "      <td>779.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1949 12:00:00 AM</td>\n",
       "      <td>29.51667</td>\n",
       "      <td>35.05000</td>\n",
       "      <td>(29.516670, 35.050000)</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Akbarpur</th>\n",
       "      <td>H4</td>\n",
       "      <td>1800.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1838 12:00:00 AM</td>\n",
       "      <td>29.71667</td>\n",
       "      <td>77.95000</td>\n",
       "      <td>(29.716670, 77.950000)</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Akwanga</th>\n",
       "      <td>H</td>\n",
       "      <td>3000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1959 12:00:00 AM</td>\n",
       "      <td>8.91667</td>\n",
       "      <td>8.43333</td>\n",
       "      <td>(8.916670, 8.433330)</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Akyumak</th>\n",
       "      <td>Iron, IVA</td>\n",
       "      <td>50000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1981 12:00:00 AM</td>\n",
       "      <td>39.91667</td>\n",
       "      <td>42.81667</td>\n",
       "      <td>(39.916670, 42.816670)</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Al Rais</th>\n",
       "      <td>CR2-an</td>\n",
       "      <td>160.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1957 12:00:00 AM</td>\n",
       "      <td>24.41667</td>\n",
       "      <td>39.51667</td>\n",
       "      <td>(24.416670, 39.516670)</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Al Zarnkh</th>\n",
       "      <td>LL5</td>\n",
       "      <td>700.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/2001 12:00:00 AM</td>\n",
       "      <td>13.66033</td>\n",
       "      <td>28.96000</td>\n",
       "      <td>(13.660330, 28.960000)</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alais</th>\n",
       "      <td>CI1</td>\n",
       "      <td>6000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1806 12:00:00 AM</td>\n",
       "      <td>44.11667</td>\n",
       "      <td>4.08333</td>\n",
       "      <td>(44.116670, 4.083330)</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Albareto</th>\n",
       "      <td>L/LL4</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1766 12:00:00 AM</td>\n",
       "      <td>44.65000</td>\n",
       "      <td>11.01667</td>\n",
       "      <td>(44.650000, 11.016670)</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alberta</th>\n",
       "      <td>L</td>\n",
       "      <td>625.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1949 12:00:00 AM</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>22.66667</td>\n",
       "      <td>(2.000000, 22.666670)</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alby sur Chéran</th>\n",
       "      <td>Eucrite-mmict</td>\n",
       "      <td>252.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/2002 12:00:00 AM</td>\n",
       "      <td>45.82133</td>\n",
       "      <td>6.01533</td>\n",
       "      <td>(45.821330, 6.015330)</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aldsworth</th>\n",
       "      <td>LL5</td>\n",
       "      <td>700.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1835 12:00:00 AM</td>\n",
       "      <td>51.78333</td>\n",
       "      <td>-1.78333</td>\n",
       "      <td>(51.783330, -1.783330)</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aleppo</th>\n",
       "      <td>L6</td>\n",
       "      <td>3200.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1873 12:00:00 AM</td>\n",
       "      <td>36.23333</td>\n",
       "      <td>37.13333</td>\n",
       "      <td>(36.233330, 37.133330)</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alessandria</th>\n",
       "      <td>H5</td>\n",
       "      <td>908.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1860 12:00:00 AM</td>\n",
       "      <td>44.88333</td>\n",
       "      <td>8.75000</td>\n",
       "      <td>(44.883330, 8.750000)</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alexandrovsky</th>\n",
       "      <td>H4</td>\n",
       "      <td>9251.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1900 12:00:00 AM</td>\n",
       "      <td>50.95000</td>\n",
       "      <td>31.81667</td>\n",
       "      <td>(50.950000, 31.816670)</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alfianello</th>\n",
       "      <td>L6</td>\n",
       "      <td>228000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1883 12:00:00 AM</td>\n",
       "      <td>45.26667</td>\n",
       "      <td>10.15000</td>\n",
       "      <td>(45.266670, 10.150000)</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Allegan</th>\n",
       "      <td>H5</td>\n",
       "      <td>32000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1899 12:00:00 AM</td>\n",
       "      <td>42.53333</td>\n",
       "      <td>-85.88333</td>\n",
       "      <td>(42.533330, -85.883330)</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Allende</th>\n",
       "      <td>CV3</td>\n",
       "      <td>2000000.0</td>\n",
       "      <td>Fell</td>\n",
       "      <td>01/01/1969 12:00:00 AM</td>\n",
       "      <td>26.96667</td>\n",
       "      <td>-105.31667</td>\n",
       "      <td>(26.966670, -105.316670)</td>\n",
       "      <td>29</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ysleta</th>\n",
       "      <td>Iron, ungrouped</td>\n",
       "      <td>140700.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1914 12:00:00 AM</td>\n",
       "      <td>31.65000</td>\n",
       "      <td>-106.18333</td>\n",
       "      <td>(31.650000, -106.183330)</td>\n",
       "      <td>45686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yucca 015</th>\n",
       "      <td>H-metal</td>\n",
       "      <td>3.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/2011 12:00:00 AM</td>\n",
       "      <td>34.81970</td>\n",
       "      <td>-114.27610</td>\n",
       "      <td>(34.819700, -114.276100)</td>\n",
       "      <td>45687</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yucca 016</th>\n",
       "      <td>H5</td>\n",
       "      <td>25.9</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/2011 12:00:00 AM</td>\n",
       "      <td>34.82658</td>\n",
       "      <td>-114.27763</td>\n",
       "      <td>(34.826580, -114.277630)</td>\n",
       "      <td>45688</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yucca 017</th>\n",
       "      <td>H5</td>\n",
       "      <td>200.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/2011 12:00:00 AM</td>\n",
       "      <td>34.81923</td>\n",
       "      <td>-114.27735</td>\n",
       "      <td>(34.819230, -114.277350)</td>\n",
       "      <td>45689</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Yudoma</th>\n",
       "      <td>Iron, IVA</td>\n",
       "      <td>7600.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1946 12:00:00 AM</td>\n",
       "      <td>60.00000</td>\n",
       "      <td>140.00000</td>\n",
       "      <td>(60.000000, 140.000000)</td>\n",
       "      <td>45690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zacatecas (1792)</th>\n",
       "      <td>Iron, ungrouped</td>\n",
       "      <td>1000000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1792 12:00:00 AM</td>\n",
       "      <td>22.81667</td>\n",
       "      <td>-102.56667</td>\n",
       "      <td>(22.816670, -102.566670)</td>\n",
       "      <td>45691</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zacatecas (1969)</th>\n",
       "      <td>Iron, IIIAB</td>\n",
       "      <td>6660.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1969 12:00:00 AM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>45692</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zaffra</th>\n",
       "      <td>Iron, IAB-MG</td>\n",
       "      <td>3000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1919 12:00:00 AM</td>\n",
       "      <td>35.00000</td>\n",
       "      <td>-94.75000</td>\n",
       "      <td>(35.000000, -94.750000)</td>\n",
       "      <td>45693</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zag (b)</th>\n",
       "      <td>Winonaite</td>\n",
       "      <td>300.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1999 12:00:00 AM</td>\n",
       "      <td>27.33333</td>\n",
       "      <td>-9.33333</td>\n",
       "      <td>(27.333330, -9.333330)</td>\n",
       "      <td>45694</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zagora</th>\n",
       "      <td>Iron, IAB-ung</td>\n",
       "      <td>50000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1987 12:00:00 AM</td>\n",
       "      <td>30.36667</td>\n",
       "      <td>-5.85000</td>\n",
       "      <td>(30.366670, -5.850000)</td>\n",
       "      <td>45695</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zakłodzie</th>\n",
       "      <td>Enst achon-ung</td>\n",
       "      <td>8680.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1998 12:00:00 AM</td>\n",
       "      <td>50.76278</td>\n",
       "      <td>22.86611</td>\n",
       "      <td>(50.762780, 22.866110)</td>\n",
       "      <td>45696</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zapaliname</th>\n",
       "      <td>Iron, IAB-MG</td>\n",
       "      <td>85000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1998 12:00:00 AM</td>\n",
       "      <td>25.00944</td>\n",
       "      <td>-100.75000</td>\n",
       "      <td>(25.009440, -100.750000)</td>\n",
       "      <td>45697</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zapata County</th>\n",
       "      <td>Iron</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1930 12:00:00 AM</td>\n",
       "      <td>27.00000</td>\n",
       "      <td>-99.00000</td>\n",
       "      <td>(27.000000, -99.000000)</td>\n",
       "      <td>45698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zapotitlán Salinas</th>\n",
       "      <td>L4</td>\n",
       "      <td>27.7</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1984 12:00:00 AM</td>\n",
       "      <td>18.33333</td>\n",
       "      <td>-97.50000</td>\n",
       "      <td>(18.333330, -97.500000)</td>\n",
       "      <td>45699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zaragoza</th>\n",
       "      <td>Iron, IVA-an</td>\n",
       "      <td>162000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.65000</td>\n",
       "      <td>-0.86667</td>\n",
       "      <td>(41.650000, -0.866670)</td>\n",
       "      <td>45700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zegdou</th>\n",
       "      <td>H3</td>\n",
       "      <td>6700.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1998 12:00:00 AM</td>\n",
       "      <td>29.75000</td>\n",
       "      <td>-4.50000</td>\n",
       "      <td>(29.750000, -4.500000)</td>\n",
       "      <td>45701</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zelfana</th>\n",
       "      <td>L5</td>\n",
       "      <td>1058.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/2002 12:00:00 AM</td>\n",
       "      <td>32.15833</td>\n",
       "      <td>4.63333</td>\n",
       "      <td>(32.158330, 4.633330)</td>\n",
       "      <td>45702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zenda</th>\n",
       "      <td>Iron, IAB complex</td>\n",
       "      <td>3700.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1955 12:00:00 AM</td>\n",
       "      <td>42.51333</td>\n",
       "      <td>-88.48944</td>\n",
       "      <td>(42.513330, -88.489440)</td>\n",
       "      <td>45703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zerga</th>\n",
       "      <td>LL6</td>\n",
       "      <td>76.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1973 12:00:00 AM</td>\n",
       "      <td>20.25000</td>\n",
       "      <td>-12.68333</td>\n",
       "      <td>(20.250000, -12.683330)</td>\n",
       "      <td>45704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zerhamra</th>\n",
       "      <td>Iron, IIIAB-an</td>\n",
       "      <td>630000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1967 12:00:00 AM</td>\n",
       "      <td>29.85861</td>\n",
       "      <td>-2.64500</td>\n",
       "      <td>(29.858610, -2.645000)</td>\n",
       "      <td>45705</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zerkaly</th>\n",
       "      <td>H5</td>\n",
       "      <td>16000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1956 12:00:00 AM</td>\n",
       "      <td>52.13333</td>\n",
       "      <td>81.96667</td>\n",
       "      <td>(52.133330, 81.966670)</td>\n",
       "      <td>45706</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zhaoping</th>\n",
       "      <td>Iron, IAB complex</td>\n",
       "      <td>2000000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1983 12:00:00 AM</td>\n",
       "      <td>24.23333</td>\n",
       "      <td>111.18333</td>\n",
       "      <td>(24.233330, 111.183330)</td>\n",
       "      <td>45707</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zhigansk</th>\n",
       "      <td>Iron, IIIAB</td>\n",
       "      <td>900000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1966 12:00:00 AM</td>\n",
       "      <td>68.00000</td>\n",
       "      <td>128.30000</td>\n",
       "      <td>(68.000000, 128.300000)</td>\n",
       "      <td>45708</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zhongxiang</th>\n",
       "      <td>Iron</td>\n",
       "      <td>100000.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1981 12:00:00 AM</td>\n",
       "      <td>31.20000</td>\n",
       "      <td>112.50000</td>\n",
       "      <td>(31.200000, 112.500000)</td>\n",
       "      <td>45709</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zillah 001</th>\n",
       "      <td>L6</td>\n",
       "      <td>1475.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1990 12:00:00 AM</td>\n",
       "      <td>29.03700</td>\n",
       "      <td>17.01850</td>\n",
       "      <td>(29.037000, 17.018500)</td>\n",
       "      <td>45710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zillah 002</th>\n",
       "      <td>Eucrite</td>\n",
       "      <td>172.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1990 12:00:00 AM</td>\n",
       "      <td>29.03700</td>\n",
       "      <td>17.01850</td>\n",
       "      <td>(29.037000, 17.018500)</td>\n",
       "      <td>45711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zinder</th>\n",
       "      <td>Pallasite, ungrouped</td>\n",
       "      <td>46.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1999 12:00:00 AM</td>\n",
       "      <td>13.78333</td>\n",
       "      <td>8.96667</td>\n",
       "      <td>(13.783330, 8.966670)</td>\n",
       "      <td>45712</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zlin</th>\n",
       "      <td>H4</td>\n",
       "      <td>3.3</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1939 12:00:00 AM</td>\n",
       "      <td>49.25000</td>\n",
       "      <td>17.66667</td>\n",
       "      <td>(49.250000, 17.666670)</td>\n",
       "      <td>45713</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zubkovsky</th>\n",
       "      <td>L6</td>\n",
       "      <td>2167.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/2003 12:00:00 AM</td>\n",
       "      <td>49.78917</td>\n",
       "      <td>41.50460</td>\n",
       "      <td>(49.789170, 41.504600)</td>\n",
       "      <td>45714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zulu Queen</th>\n",
       "      <td>L3.7</td>\n",
       "      <td>200.0</td>\n",
       "      <td>Found</td>\n",
       "      <td>01/01/1976 12:00:00 AM</td>\n",
       "      <td>33.98333</td>\n",
       "      <td>-115.68333</td>\n",
       "      <td>(33.983330, -115.683330)</td>\n",
       "      <td>45715</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>45716 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 recclass   mass (g)   fall  \\\n",
       "name                                                          \n",
       "Aachen                                 L5       21.0   Fell   \n",
       "Aarhus                                 H6      720.0   Fell   \n",
       "Abee                                  EH4   107000.0   Fell   \n",
       "Acapulco                      Acapulcoite     1914.0   Fell   \n",
       "Achiras                                L6      780.0   Fell   \n",
       "Adhi Kot                              EH4     4239.0   Fell   \n",
       "Adzhi-Bogdo (stone)                 LL3-6      910.0   Fell   \n",
       "Agen                                   H5    30000.0   Fell   \n",
       "Aguada                                 L6     1620.0   Fell   \n",
       "Aguila Blanca                           L     1440.0   Fell   \n",
       "Aioun el Atrouss             Diogenite-pm     1000.0   Fell   \n",
       "Aïr                                    L6    24000.0   Fell   \n",
       "Aire-sur-la-Lys                   Unknown        NaN   Fell   \n",
       "Akaba                                  L6      779.0   Fell   \n",
       "Akbarpur                               H4     1800.0   Fell   \n",
       "Akwanga                                 H     3000.0   Fell   \n",
       "Akyumak                         Iron, IVA    50000.0   Fell   \n",
       "Al Rais                            CR2-an      160.0   Fell   \n",
       "Al Zarnkh                             LL5      700.0   Fell   \n",
       "Alais                                 CI1     6000.0   Fell   \n",
       "Albareto                            L/LL4     2000.0   Fell   \n",
       "Alberta                                 L      625.0   Fell   \n",
       "Alby sur Chéran             Eucrite-mmict      252.0   Fell   \n",
       "Aldsworth                             LL5      700.0   Fell   \n",
       "Aleppo                                 L6     3200.0   Fell   \n",
       "Alessandria                            H5      908.0   Fell   \n",
       "Alexandrovsky                          H4     9251.0   Fell   \n",
       "Alfianello                             L6   228000.0   Fell   \n",
       "Allegan                                H5    32000.0   Fell   \n",
       "Allende                               CV3  2000000.0   Fell   \n",
       "...                                   ...        ...    ...   \n",
       "Ysleta                    Iron, ungrouped   140700.0  Found   \n",
       "Yucca 015                         H-metal        3.0  Found   \n",
       "Yucca 016                              H5       25.9  Found   \n",
       "Yucca 017                              H5      200.0  Found   \n",
       "Yudoma                          Iron, IVA     7600.0  Found   \n",
       "Zacatecas (1792)          Iron, ungrouped  1000000.0  Found   \n",
       "Zacatecas (1969)              Iron, IIIAB     6660.0  Found   \n",
       "Zaffra                       Iron, IAB-MG     3000.0  Found   \n",
       "Zag (b)                         Winonaite      300.0  Found   \n",
       "Zagora                      Iron, IAB-ung    50000.0  Found   \n",
       "Zakłodzie                  Enst achon-ung     8680.0  Found   \n",
       "Zapaliname                   Iron, IAB-MG    85000.0  Found   \n",
       "Zapata County                        Iron        NaN  Found   \n",
       "Zapotitlán Salinas                     L4       27.7  Found   \n",
       "Zaragoza                     Iron, IVA-an   162000.0  Found   \n",
       "Zegdou                                 H3     6700.0  Found   \n",
       "Zelfana                                L5     1058.0  Found   \n",
       "Zenda                   Iron, IAB complex     3700.0  Found   \n",
       "Zerga                                 LL6       76.0  Found   \n",
       "Zerhamra                   Iron, IIIAB-an   630000.0  Found   \n",
       "Zerkaly                                H5    16000.0  Found   \n",
       "Zhaoping                Iron, IAB complex  2000000.0  Found   \n",
       "Zhigansk                      Iron, IIIAB   900000.0  Found   \n",
       "Zhongxiang                           Iron   100000.0  Found   \n",
       "Zillah 001                             L6     1475.0  Found   \n",
       "Zillah 002                        Eucrite      172.0  Found   \n",
       "Zinder               Pallasite, ungrouped       46.0  Found   \n",
       "Zlin                                   H4        3.3  Found   \n",
       "Zubkovsky                              L6     2167.0  Found   \n",
       "Zulu Queen                           L3.7      200.0  Found   \n",
       "\n",
       "                                       year    reclat    reclong  \\\n",
       "name                                                               \n",
       "Aachen               01/01/1880 12:00:00 AM  50.77500    6.08333   \n",
       "Aarhus               01/01/1951 12:00:00 AM  56.18333   10.23333   \n",
       "Abee                 01/01/1952 12:00:00 AM  54.21667 -113.00000   \n",
       "Acapulco             01/01/1976 12:00:00 AM  16.88333  -99.90000   \n",
       "Achiras              01/01/1902 12:00:00 AM -33.16667  -64.95000   \n",
       "Adhi Kot             01/01/1919 12:00:00 AM  32.10000   71.80000   \n",
       "Adzhi-Bogdo (stone)  01/01/1949 12:00:00 AM  44.83333   95.16667   \n",
       "Agen                 01/01/1814 12:00:00 AM  44.21667    0.61667   \n",
       "Aguada               01/01/1930 12:00:00 AM -31.60000  -65.23333   \n",
       "Aguila Blanca        01/01/1920 12:00:00 AM -30.86667  -64.55000   \n",
       "Aioun el Atrouss     01/01/1974 12:00:00 AM  16.39806   -9.57028   \n",
       "Aïr                  01/01/1925 12:00:00 AM  19.08333    8.38333   \n",
       "Aire-sur-la-Lys      01/01/1769 12:00:00 AM  50.66667    2.33333   \n",
       "Akaba                01/01/1949 12:00:00 AM  29.51667   35.05000   \n",
       "Akbarpur             01/01/1838 12:00:00 AM  29.71667   77.95000   \n",
       "Akwanga              01/01/1959 12:00:00 AM   8.91667    8.43333   \n",
       "Akyumak              01/01/1981 12:00:00 AM  39.91667   42.81667   \n",
       "Al Rais              01/01/1957 12:00:00 AM  24.41667   39.51667   \n",
       "Al Zarnkh            01/01/2001 12:00:00 AM  13.66033   28.96000   \n",
       "Alais                01/01/1806 12:00:00 AM  44.11667    4.08333   \n",
       "Albareto             01/01/1766 12:00:00 AM  44.65000   11.01667   \n",
       "Alberta              01/01/1949 12:00:00 AM   2.00000   22.66667   \n",
       "Alby sur Chéran      01/01/2002 12:00:00 AM  45.82133    6.01533   \n",
       "Aldsworth            01/01/1835 12:00:00 AM  51.78333   -1.78333   \n",
       "Aleppo               01/01/1873 12:00:00 AM  36.23333   37.13333   \n",
       "Alessandria          01/01/1860 12:00:00 AM  44.88333    8.75000   \n",
       "Alexandrovsky        01/01/1900 12:00:00 AM  50.95000   31.81667   \n",
       "Alfianello           01/01/1883 12:00:00 AM  45.26667   10.15000   \n",
       "Allegan              01/01/1899 12:00:00 AM  42.53333  -85.88333   \n",
       "Allende              01/01/1969 12:00:00 AM  26.96667 -105.31667   \n",
       "...                                     ...       ...        ...   \n",
       "Ysleta               01/01/1914 12:00:00 AM  31.65000 -106.18333   \n",
       "Yucca 015            01/01/2011 12:00:00 AM  34.81970 -114.27610   \n",
       "Yucca 016            01/01/2011 12:00:00 AM  34.82658 -114.27763   \n",
       "Yucca 017            01/01/2011 12:00:00 AM  34.81923 -114.27735   \n",
       "Yudoma               01/01/1946 12:00:00 AM  60.00000  140.00000   \n",
       "Zacatecas (1792)     01/01/1792 12:00:00 AM  22.81667 -102.56667   \n",
       "Zacatecas (1969)     01/01/1969 12:00:00 AM       NaN        NaN   \n",
       "Zaffra               01/01/1919 12:00:00 AM  35.00000  -94.75000   \n",
       "Zag (b)              01/01/1999 12:00:00 AM  27.33333   -9.33333   \n",
       "Zagora               01/01/1987 12:00:00 AM  30.36667   -5.85000   \n",
       "Zakłodzie            01/01/1998 12:00:00 AM  50.76278   22.86611   \n",
       "Zapaliname           01/01/1998 12:00:00 AM  25.00944 -100.75000   \n",
       "Zapata County        01/01/1930 12:00:00 AM  27.00000  -99.00000   \n",
       "Zapotitlán Salinas   01/01/1984 12:00:00 AM  18.33333  -97.50000   \n",
       "Zaragoza                                NaN  41.65000   -0.86667   \n",
       "Zegdou               01/01/1998 12:00:00 AM  29.75000   -4.50000   \n",
       "Zelfana              01/01/2002 12:00:00 AM  32.15833    4.63333   \n",
       "Zenda                01/01/1955 12:00:00 AM  42.51333  -88.48944   \n",
       "Zerga                01/01/1973 12:00:00 AM  20.25000  -12.68333   \n",
       "Zerhamra             01/01/1967 12:00:00 AM  29.85861   -2.64500   \n",
       "Zerkaly              01/01/1956 12:00:00 AM  52.13333   81.96667   \n",
       "Zhaoping             01/01/1983 12:00:00 AM  24.23333  111.18333   \n",
       "Zhigansk             01/01/1966 12:00:00 AM  68.00000  128.30000   \n",
       "Zhongxiang           01/01/1981 12:00:00 AM  31.20000  112.50000   \n",
       "Zillah 001           01/01/1990 12:00:00 AM  29.03700   17.01850   \n",
       "Zillah 002           01/01/1990 12:00:00 AM  29.03700   17.01850   \n",
       "Zinder               01/01/1999 12:00:00 AM  13.78333    8.96667   \n",
       "Zlin                 01/01/1939 12:00:00 AM  49.25000   17.66667   \n",
       "Zubkovsky            01/01/2003 12:00:00 AM  49.78917   41.50460   \n",
       "Zulu Queen           01/01/1976 12:00:00 AM  33.98333 -115.68333   \n",
       "\n",
       "                                  GeoLocation  index  \n",
       "name                                                  \n",
       "Aachen                  (50.775000, 6.083330)      0  \n",
       "Aarhus                 (56.183330, 10.233330)      1  \n",
       "Abee                 (54.216670, -113.000000)      2  \n",
       "Acapulco              (16.883330, -99.900000)      3  \n",
       "Achiras              (-33.166670, -64.950000)      4  \n",
       "Adhi Kot               (32.100000, 71.800000)      5  \n",
       "Adzhi-Bogdo (stone)    (44.833330, 95.166670)      6  \n",
       "Agen                    (44.216670, 0.616670)      7  \n",
       "Aguada               (-31.600000, -65.233330)      8  \n",
       "Aguila Blanca        (-30.866670, -64.550000)      9  \n",
       "Aioun el Atrouss       (16.398060, -9.570280)     10  \n",
       "Aïr                     (19.083330, 8.383330)     11  \n",
       "Aire-sur-la-Lys         (50.666670, 2.333330)     12  \n",
       "Akaba                  (29.516670, 35.050000)     13  \n",
       "Akbarpur               (29.716670, 77.950000)     14  \n",
       "Akwanga                  (8.916670, 8.433330)     15  \n",
       "Akyumak                (39.916670, 42.816670)     16  \n",
       "Al Rais                (24.416670, 39.516670)     17  \n",
       "Al Zarnkh              (13.660330, 28.960000)     18  \n",
       "Alais                   (44.116670, 4.083330)     19  \n",
       "Albareto               (44.650000, 11.016670)     20  \n",
       "Alberta                 (2.000000, 22.666670)     21  \n",
       "Alby sur Chéran         (45.821330, 6.015330)     22  \n",
       "Aldsworth              (51.783330, -1.783330)     23  \n",
       "Aleppo                 (36.233330, 37.133330)     24  \n",
       "Alessandria             (44.883330, 8.750000)     25  \n",
       "Alexandrovsky          (50.950000, 31.816670)     26  \n",
       "Alfianello             (45.266670, 10.150000)     27  \n",
       "Allegan               (42.533330, -85.883330)     28  \n",
       "Allende              (26.966670, -105.316670)     29  \n",
       "...                                       ...    ...  \n",
       "Ysleta               (31.650000, -106.183330)  45686  \n",
       "Yucca 015            (34.819700, -114.276100)  45687  \n",
       "Yucca 016            (34.826580, -114.277630)  45688  \n",
       "Yucca 017            (34.819230, -114.277350)  45689  \n",
       "Yudoma                (60.000000, 140.000000)  45690  \n",
       "Zacatecas (1792)     (22.816670, -102.566670)  45691  \n",
       "Zacatecas (1969)                          NaN  45692  \n",
       "Zaffra                (35.000000, -94.750000)  45693  \n",
       "Zag (b)                (27.333330, -9.333330)  45694  \n",
       "Zagora                 (30.366670, -5.850000)  45695  \n",
       "Zakłodzie              (50.762780, 22.866110)  45696  \n",
       "Zapaliname           (25.009440, -100.750000)  45697  \n",
       "Zapata County         (27.000000, -99.000000)  45698  \n",
       "Zapotitlán Salinas    (18.333330, -97.500000)  45699  \n",
       "Zaragoza               (41.650000, -0.866670)  45700  \n",
       "Zegdou                 (29.750000, -4.500000)  45701  \n",
       "Zelfana                 (32.158330, 4.633330)  45702  \n",
       "Zenda                 (42.513330, -88.489440)  45703  \n",
       "Zerga                 (20.250000, -12.683330)  45704  \n",
       "Zerhamra               (29.858610, -2.645000)  45705  \n",
       "Zerkaly                (52.133330, 81.966670)  45706  \n",
       "Zhaoping              (24.233330, 111.183330)  45707  \n",
       "Zhigansk              (68.000000, 128.300000)  45708  \n",
       "Zhongxiang            (31.200000, 112.500000)  45709  \n",
       "Zillah 001             (29.037000, 17.018500)  45710  \n",
       "Zillah 002             (29.037000, 17.018500)  45711  \n",
       "Zinder                  (13.783330, 8.966670)  45712  \n",
       "Zlin                   (49.250000, 17.666670)  45713  \n",
       "Zubkovsky              (49.789170, 41.504600)  45714  \n",
       "Zulu Queen           (33.983330, -115.683330)  45715  \n",
       "\n",
       "[45716 rows x 8 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.set_index(u'name')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "df2=df[:]\n",
    "df2=df2.fillna(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "df2.rename(columns={'mass (g)': 'mass'}, inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "gf=[]\n",
    "for i in range(len(df2.index)):\n",
    "    seged={}\n",
    "    for j in range(len(df2.loc[i])):\n",
    "        seged[df2.columns[j]]=str(df2.loc[i][j])\n",
    "    gf.append(seged)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "file('D:/Learning/DataScience/PlusCourses/DataVisualization/Meteorite/Meteorite_Landings.json','w').write(json.dumps(gf))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "json_path='D:/Learning/DataScience/PlusCourses/DataVisualization/Meteorite/Meteorite_Landings.json'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'D:/Learning/DataScience/PlusCourses/DataVisualization/Meteorite/Meteorite_Landings.json'"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "json_path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "ff=pd.read_json(json_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>GeoLocation</th>\n",
       "      <th>fall</th>\n",
       "      <th>index</th>\n",
       "      <th>mass</th>\n",
       "      <th>name</th>\n",
       "      <th>recclass</th>\n",
       "      <th>reclat</th>\n",
       "      <th>reclong</th>\n",
       "      <th>year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>(50.775000, 6.083330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>Aachen</td>\n",
       "      <td>L5</td>\n",
       "      <td>50.77500</td>\n",
       "      <td>6.08333</td>\n",
       "      <td>01/01/1880 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>(56.183330, 10.233330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>1</td>\n",
       "      <td>720.0</td>\n",
       "      <td>Aarhus</td>\n",
       "      <td>H6</td>\n",
       "      <td>56.18333</td>\n",
       "      <td>10.23333</td>\n",
       "      <td>01/01/1951 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>(54.216670, -113.000000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>2</td>\n",
       "      <td>107000.0</td>\n",
       "      <td>Abee</td>\n",
       "      <td>EH4</td>\n",
       "      <td>54.21667</td>\n",
       "      <td>-113.00000</td>\n",
       "      <td>01/01/1952 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>(16.883330, -99.900000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>3</td>\n",
       "      <td>1914.0</td>\n",
       "      <td>Acapulco</td>\n",
       "      <td>Acapulcoite</td>\n",
       "      <td>16.88333</td>\n",
       "      <td>-99.90000</td>\n",
       "      <td>01/01/1976 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>(-33.166670, -64.950000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>4</td>\n",
       "      <td>780.0</td>\n",
       "      <td>Achiras</td>\n",
       "      <td>L6</td>\n",
       "      <td>-33.16667</td>\n",
       "      <td>-64.95000</td>\n",
       "      <td>01/01/1902 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>(32.100000, 71.800000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>5</td>\n",
       "      <td>4239.0</td>\n",
       "      <td>Adhi Kot</td>\n",
       "      <td>EH4</td>\n",
       "      <td>32.10000</td>\n",
       "      <td>71.80000</td>\n",
       "      <td>01/01/1919 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>(44.833330, 95.166670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>6</td>\n",
       "      <td>910.0</td>\n",
       "      <td>Adzhi-Bogdo (stone)</td>\n",
       "      <td>LL3-6</td>\n",
       "      <td>44.83333</td>\n",
       "      <td>95.16667</td>\n",
       "      <td>01/01/1949 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>(44.216670, 0.616670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>7</td>\n",
       "      <td>30000.0</td>\n",
       "      <td>Agen</td>\n",
       "      <td>H5</td>\n",
       "      <td>44.21667</td>\n",
       "      <td>0.61667</td>\n",
       "      <td>01/01/1814 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>(-31.600000, -65.233330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>8</td>\n",
       "      <td>1620.0</td>\n",
       "      <td>Aguada</td>\n",
       "      <td>L6</td>\n",
       "      <td>-31.60000</td>\n",
       "      <td>-65.23333</td>\n",
       "      <td>01/01/1930 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>(-30.866670, -64.550000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>9</td>\n",
       "      <td>1440.0</td>\n",
       "      <td>Aguila Blanca</td>\n",
       "      <td>L</td>\n",
       "      <td>-30.86667</td>\n",
       "      <td>-64.55000</td>\n",
       "      <td>01/01/1920 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>(16.398060, -9.570280)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>10</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>Aioun el Atrouss</td>\n",
       "      <td>Diogenite-pm</td>\n",
       "      <td>16.39806</td>\n",
       "      <td>-9.57028</td>\n",
       "      <td>01/01/1974 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>(19.083330, 8.383330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>11</td>\n",
       "      <td>24000.0</td>\n",
       "      <td>Aïr</td>\n",
       "      <td>L6</td>\n",
       "      <td>19.08333</td>\n",
       "      <td>8.38333</td>\n",
       "      <td>01/01/1925 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>(50.666670, 2.333330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Aire-sur-la-Lys</td>\n",
       "      <td>Unknown</td>\n",
       "      <td>50.66667</td>\n",
       "      <td>2.33333</td>\n",
       "      <td>01/01/1769 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>(29.516670, 35.050000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>13</td>\n",
       "      <td>779.0</td>\n",
       "      <td>Akaba</td>\n",
       "      <td>L6</td>\n",
       "      <td>29.51667</td>\n",
       "      <td>35.05000</td>\n",
       "      <td>01/01/1949 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>(29.716670, 77.950000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>14</td>\n",
       "      <td>1800.0</td>\n",
       "      <td>Akbarpur</td>\n",
       "      <td>H4</td>\n",
       "      <td>29.71667</td>\n",
       "      <td>77.95000</td>\n",
       "      <td>01/01/1838 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>(8.916670, 8.433330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>15</td>\n",
       "      <td>3000.0</td>\n",
       "      <td>Akwanga</td>\n",
       "      <td>H</td>\n",
       "      <td>8.91667</td>\n",
       "      <td>8.43333</td>\n",
       "      <td>01/01/1959 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>(39.916670, 42.816670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>16</td>\n",
       "      <td>50000.0</td>\n",
       "      <td>Akyumak</td>\n",
       "      <td>Iron, IVA</td>\n",
       "      <td>39.91667</td>\n",
       "      <td>42.81667</td>\n",
       "      <td>01/01/1981 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>(24.416670, 39.516670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>17</td>\n",
       "      <td>160.0</td>\n",
       "      <td>Al Rais</td>\n",
       "      <td>CR2-an</td>\n",
       "      <td>24.41667</td>\n",
       "      <td>39.51667</td>\n",
       "      <td>01/01/1957 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>(13.660330, 28.960000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>18</td>\n",
       "      <td>700.0</td>\n",
       "      <td>Al Zarnkh</td>\n",
       "      <td>LL5</td>\n",
       "      <td>13.66033</td>\n",
       "      <td>28.96000</td>\n",
       "      <td>01/01/2001 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>(44.116670, 4.083330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>19</td>\n",
       "      <td>6000.0</td>\n",
       "      <td>Alais</td>\n",
       "      <td>CI1</td>\n",
       "      <td>44.11667</td>\n",
       "      <td>4.08333</td>\n",
       "      <td>01/01/1806 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>(44.650000, 11.016670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>20</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>Albareto</td>\n",
       "      <td>L/LL4</td>\n",
       "      <td>44.65000</td>\n",
       "      <td>11.01667</td>\n",
       "      <td>01/01/1766 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>(2.000000, 22.666670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>21</td>\n",
       "      <td>625.0</td>\n",
       "      <td>Alberta</td>\n",
       "      <td>L</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>22.66667</td>\n",
       "      <td>01/01/1949 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>(45.821330, 6.015330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>22</td>\n",
       "      <td>252.0</td>\n",
       "      <td>Alby sur Chéran</td>\n",
       "      <td>Eucrite-mmict</td>\n",
       "      <td>45.82133</td>\n",
       "      <td>6.01533</td>\n",
       "      <td>01/01/2002 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>(51.783330, -1.783330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>23</td>\n",
       "      <td>700.0</td>\n",
       "      <td>Aldsworth</td>\n",
       "      <td>LL5</td>\n",
       "      <td>51.78333</td>\n",
       "      <td>-1.78333</td>\n",
       "      <td>01/01/1835 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>(36.233330, 37.133330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>24</td>\n",
       "      <td>3200.0</td>\n",
       "      <td>Aleppo</td>\n",
       "      <td>L6</td>\n",
       "      <td>36.23333</td>\n",
       "      <td>37.13333</td>\n",
       "      <td>01/01/1873 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>(44.883330, 8.750000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>25</td>\n",
       "      <td>908.0</td>\n",
       "      <td>Alessandria</td>\n",
       "      <td>H5</td>\n",
       "      <td>44.88333</td>\n",
       "      <td>8.75000</td>\n",
       "      <td>01/01/1860 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>(50.950000, 31.816670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>26</td>\n",
       "      <td>9251.0</td>\n",
       "      <td>Alexandrovsky</td>\n",
       "      <td>H4</td>\n",
       "      <td>50.95000</td>\n",
       "      <td>31.81667</td>\n",
       "      <td>01/01/1900 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>(45.266670, 10.150000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>27</td>\n",
       "      <td>228000.0</td>\n",
       "      <td>Alfianello</td>\n",
       "      <td>L6</td>\n",
       "      <td>45.26667</td>\n",
       "      <td>10.15000</td>\n",
       "      <td>01/01/1883 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>(42.533330, -85.883330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>28</td>\n",
       "      <td>32000.0</td>\n",
       "      <td>Allegan</td>\n",
       "      <td>H5</td>\n",
       "      <td>42.53333</td>\n",
       "      <td>-85.88333</td>\n",
       "      <td>01/01/1899 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>(26.966670, -105.316670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>29</td>\n",
       "      <td>2000000.0</td>\n",
       "      <td>Allende</td>\n",
       "      <td>CV3</td>\n",
       "      <td>26.96667</td>\n",
       "      <td>-105.31667</td>\n",
       "      <td>01/01/1969 12:00:00 AM</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>(16.666670, 101.183330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>70</td>\n",
       "      <td>16700.0</td>\n",
       "      <td>Ban Rong Du</td>\n",
       "      <td>Iron, ungrouped</td>\n",
       "      <td>16.66667</td>\n",
       "      <td>101.18333</td>\n",
       "      <td>01/01/1993 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>(-6.916670, 107.600000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>71</td>\n",
       "      <td>11500.0</td>\n",
       "      <td>Bandong</td>\n",
       "      <td>LL6</td>\n",
       "      <td>-6.91667</td>\n",
       "      <td>107.60000</td>\n",
       "      <td>01/01/1871 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>(27.700000, 76.333330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>72</td>\n",
       "      <td>15000.0</td>\n",
       "      <td>Bansur</td>\n",
       "      <td>L6</td>\n",
       "      <td>27.70000</td>\n",
       "      <td>76.33333</td>\n",
       "      <td>01/01/1892 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>(30.400000, 78.200000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>73</td>\n",
       "      <td>14.0</td>\n",
       "      <td>Banswal</td>\n",
       "      <td>L5</td>\n",
       "      <td>30.40000</td>\n",
       "      <td>78.20000</td>\n",
       "      <td>01/01/1913 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>(-6.333330, 106.000000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>74</td>\n",
       "      <td>629.0</td>\n",
       "      <td>Banten</td>\n",
       "      <td>CM2</td>\n",
       "      <td>-6.33333</td>\n",
       "      <td>106.00000</td>\n",
       "      <td>01/01/1933 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>(43.950000, -0.050000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>75</td>\n",
       "      <td>6400.0</td>\n",
       "      <td>Barbotan</td>\n",
       "      <td>H5</td>\n",
       "      <td>43.95000</td>\n",
       "      <td>-0.05000</td>\n",
       "      <td>01/01/1790 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>(41.366670, 2.166670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>76</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Barcelona (stone)</td>\n",
       "      <td>OC</td>\n",
       "      <td>41.36667</td>\n",
       "      <td>2.16667</td>\n",
       "      <td>01/01/1704 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>(42.383330, -2.500000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>77</td>\n",
       "      <td>3200.0</td>\n",
       "      <td>Barea</td>\n",
       "      <td>Mesosiderite-A1</td>\n",
       "      <td>42.38333</td>\n",
       "      <td>-2.50000</td>\n",
       "      <td>01/01/1842 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>(52.733330, 84.083330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>78</td>\n",
       "      <td>23.2</td>\n",
       "      <td>Barnaul</td>\n",
       "      <td>H5</td>\n",
       "      <td>52.73333</td>\n",
       "      <td>84.08333</td>\n",
       "      <td>01/01/1904 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>(52.000000, 9.100000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>79</td>\n",
       "      <td>17.0</td>\n",
       "      <td>Barntrup</td>\n",
       "      <td>LL4</td>\n",
       "      <td>52.00000</td>\n",
       "      <td>9.10000</td>\n",
       "      <td>01/01/1886 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>(31.616670, 76.800000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>80</td>\n",
       "      <td>4500.0</td>\n",
       "      <td>Baroti</td>\n",
       "      <td>L6</td>\n",
       "      <td>31.61667</td>\n",
       "      <td>76.80000</td>\n",
       "      <td>01/01/1910 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>(52.565280, -1.339720)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>81</td>\n",
       "      <td>44000.0</td>\n",
       "      <td>Barwell</td>\n",
       "      <td>L5</td>\n",
       "      <td>52.56528</td>\n",
       "      <td>-1.33972</td>\n",
       "      <td>01/01/1965 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>(15.783330, -5.900000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>82</td>\n",
       "      <td>29560.0</td>\n",
       "      <td>Bassikounou</td>\n",
       "      <td>H5</td>\n",
       "      <td>15.78333</td>\n",
       "      <td>-5.90000</td>\n",
       "      <td>01/01/2006 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>(52.033330, 20.935830)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>83</td>\n",
       "      <td>15500.0</td>\n",
       "      <td>Baszkówka</td>\n",
       "      <td>L5</td>\n",
       "      <td>52.03333</td>\n",
       "      <td>20.93583</td>\n",
       "      <td>01/01/1994 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>(45.416670, -98.316670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>84</td>\n",
       "      <td>21000.0</td>\n",
       "      <td>Bath</td>\n",
       "      <td>H4</td>\n",
       "      <td>45.41667</td>\n",
       "      <td>-98.31667</td>\n",
       "      <td>01/01/1892 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>(38.250000, -83.750000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>85</td>\n",
       "      <td>86000.0</td>\n",
       "      <td>Bath Furnace</td>\n",
       "      <td>L6</td>\n",
       "      <td>38.25000</td>\n",
       "      <td>-83.75000</td>\n",
       "      <td>01/01/1902 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>(40.668130, -117.189130)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>86</td>\n",
       "      <td>2900.0</td>\n",
       "      <td>Battle Mountain</td>\n",
       "      <td>L6</td>\n",
       "      <td>40.66813</td>\n",
       "      <td>-117.18913</td>\n",
       "      <td>01/01/2012 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>(11.083330, -0.183330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>87</td>\n",
       "      <td>1557.0</td>\n",
       "      <td>Bawku</td>\n",
       "      <td>LL5</td>\n",
       "      <td>11.08333</td>\n",
       "      <td>-0.18333</td>\n",
       "      <td>01/01/1989 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>(36.750000, -93.500000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>88</td>\n",
       "      <td>611.0</td>\n",
       "      <td>Baxter</td>\n",
       "      <td>L6</td>\n",
       "      <td>36.75000</td>\n",
       "      <td>-93.50000</td>\n",
       "      <td>01/01/1916 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>(39.800000, -101.200000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>89</td>\n",
       "      <td>16000.0</td>\n",
       "      <td>Beardsley</td>\n",
       "      <td>H5</td>\n",
       "      <td>39.80000</td>\n",
       "      <td>-101.20000</td>\n",
       "      <td>01/01/1929 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>(51.166670, -117.333330)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>90</td>\n",
       "      <td>14000.0</td>\n",
       "      <td>Beaver Creek</td>\n",
       "      <td>H5</td>\n",
       "      <td>51.16667</td>\n",
       "      <td>-117.33333</td>\n",
       "      <td>01/01/1893 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>(53.016670, -4.100000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>91</td>\n",
       "      <td>794.0</td>\n",
       "      <td>Beddgelert</td>\n",
       "      <td>H5</td>\n",
       "      <td>53.01667</td>\n",
       "      <td>-4.10000</td>\n",
       "      <td>01/01/1949 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>(33.600000, -96.466670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>92</td>\n",
       "      <td>375.0</td>\n",
       "      <td>Bells</td>\n",
       "      <td>C2-ung</td>\n",
       "      <td>33.60000</td>\n",
       "      <td>-96.46667</td>\n",
       "      <td>01/01/1961 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>(-32.333330, -64.866670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>93</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Belville</td>\n",
       "      <td>OC</td>\n",
       "      <td>-32.33333</td>\n",
       "      <td>-64.86667</td>\n",
       "      <td>01/01/1937 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>(25.366670, 82.916670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>94</td>\n",
       "      <td>3700.0</td>\n",
       "      <td>Benares (a)</td>\n",
       "      <td>LL4</td>\n",
       "      <td>25.36667</td>\n",
       "      <td>82.91667</td>\n",
       "      <td>01/01/1798 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>(32.250000, -8.150000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>95</td>\n",
       "      <td>25000.0</td>\n",
       "      <td>Benguerir</td>\n",
       "      <td>LL6</td>\n",
       "      <td>32.25000</td>\n",
       "      <td>-8.15000</td>\n",
       "      <td>01/01/2004 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>(32.866670, 10.800000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>96</td>\n",
       "      <td>19000.0</td>\n",
       "      <td>Beni M'hira</td>\n",
       "      <td>L6</td>\n",
       "      <td>32.86667</td>\n",
       "      <td>10.80000</td>\n",
       "      <td>01/01/2001 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>(39.083330, -89.150000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>97</td>\n",
       "      <td>1770.5</td>\n",
       "      <td>Benld</td>\n",
       "      <td>H6</td>\n",
       "      <td>39.08333</td>\n",
       "      <td>-89.15000</td>\n",
       "      <td>01/01/1938 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>(-26.166670, 28.416670)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>98</td>\n",
       "      <td>3880.0</td>\n",
       "      <td>Benoni</td>\n",
       "      <td>H6</td>\n",
       "      <td>-26.16667</td>\n",
       "      <td>28.41667</td>\n",
       "      <td>01/01/1943 12:00:00 AM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>(30.000000, -7.000000)</td>\n",
       "      <td>Fell</td>\n",
       "      <td>99</td>\n",
       "      <td>45000.0</td>\n",
       "      <td>Bensour</td>\n",
       "      <td>LL6</td>\n",
       "      <td>30.00000</td>\n",
       "      <td>-7.00000</td>\n",
       "      <td>01/01/2002 12:00:00 AM</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 GeoLocation  fall  index       mass                 name  \\\n",
       "0      (50.775000, 6.083330)  Fell      0       21.0               Aachen   \n",
       "1     (56.183330, 10.233330)  Fell      1      720.0               Aarhus   \n",
       "2   (54.216670, -113.000000)  Fell      2   107000.0                 Abee   \n",
       "3    (16.883330, -99.900000)  Fell      3     1914.0             Acapulco   \n",
       "4   (-33.166670, -64.950000)  Fell      4      780.0              Achiras   \n",
       "5     (32.100000, 71.800000)  Fell      5     4239.0             Adhi Kot   \n",
       "6     (44.833330, 95.166670)  Fell      6      910.0  Adzhi-Bogdo (stone)   \n",
       "7      (44.216670, 0.616670)  Fell      7    30000.0                 Agen   \n",
       "8   (-31.600000, -65.233330)  Fell      8     1620.0               Aguada   \n",
       "9   (-30.866670, -64.550000)  Fell      9     1440.0        Aguila Blanca   \n",
       "10    (16.398060, -9.570280)  Fell     10     1000.0     Aioun el Atrouss   \n",
       "11     (19.083330, 8.383330)  Fell     11    24000.0                  Aïr   \n",
       "12     (50.666670, 2.333330)  Fell     12        0.0      Aire-sur-la-Lys   \n",
       "13    (29.516670, 35.050000)  Fell     13      779.0                Akaba   \n",
       "14    (29.716670, 77.950000)  Fell     14     1800.0             Akbarpur   \n",
       "15      (8.916670, 8.433330)  Fell     15     3000.0              Akwanga   \n",
       "16    (39.916670, 42.816670)  Fell     16    50000.0              Akyumak   \n",
       "17    (24.416670, 39.516670)  Fell     17      160.0              Al Rais   \n",
       "18    (13.660330, 28.960000)  Fell     18      700.0            Al Zarnkh   \n",
       "19     (44.116670, 4.083330)  Fell     19     6000.0                Alais   \n",
       "20    (44.650000, 11.016670)  Fell     20     2000.0             Albareto   \n",
       "21     (2.000000, 22.666670)  Fell     21      625.0              Alberta   \n",
       "22     (45.821330, 6.015330)  Fell     22      252.0      Alby sur Chéran   \n",
       "23    (51.783330, -1.783330)  Fell     23      700.0            Aldsworth   \n",
       "24    (36.233330, 37.133330)  Fell     24     3200.0               Aleppo   \n",
       "25     (44.883330, 8.750000)  Fell     25      908.0          Alessandria   \n",
       "26    (50.950000, 31.816670)  Fell     26     9251.0        Alexandrovsky   \n",
       "27    (45.266670, 10.150000)  Fell     27   228000.0           Alfianello   \n",
       "28   (42.533330, -85.883330)  Fell     28    32000.0              Allegan   \n",
       "29  (26.966670, -105.316670)  Fell     29  2000000.0              Allende   \n",
       "..                       ...   ...    ...        ...                  ...   \n",
       "70   (16.666670, 101.183330)  Fell     70    16700.0          Ban Rong Du   \n",
       "71   (-6.916670, 107.600000)  Fell     71    11500.0              Bandong   \n",
       "72    (27.700000, 76.333330)  Fell     72    15000.0               Bansur   \n",
       "73    (30.400000, 78.200000)  Fell     73       14.0              Banswal   \n",
       "74   (-6.333330, 106.000000)  Fell     74      629.0               Banten   \n",
       "75    (43.950000, -0.050000)  Fell     75     6400.0             Barbotan   \n",
       "76     (41.366670, 2.166670)  Fell     76        0.0    Barcelona (stone)   \n",
       "77    (42.383330, -2.500000)  Fell     77     3200.0                Barea   \n",
       "78    (52.733330, 84.083330)  Fell     78       23.2              Barnaul   \n",
       "79     (52.000000, 9.100000)  Fell     79       17.0             Barntrup   \n",
       "80    (31.616670, 76.800000)  Fell     80     4500.0               Baroti   \n",
       "81    (52.565280, -1.339720)  Fell     81    44000.0              Barwell   \n",
       "82    (15.783330, -5.900000)  Fell     82    29560.0          Bassikounou   \n",
       "83    (52.033330, 20.935830)  Fell     83    15500.0            Baszkówka   \n",
       "84   (45.416670, -98.316670)  Fell     84    21000.0                 Bath   \n",
       "85   (38.250000, -83.750000)  Fell     85    86000.0         Bath Furnace   \n",
       "86  (40.668130, -117.189130)  Fell     86     2900.0      Battle Mountain   \n",
       "87    (11.083330, -0.183330)  Fell     87     1557.0                Bawku   \n",
       "88   (36.750000, -93.500000)  Fell     88      611.0               Baxter   \n",
       "89  (39.800000, -101.200000)  Fell     89    16000.0            Beardsley   \n",
       "90  (51.166670, -117.333330)  Fell     90    14000.0         Beaver Creek   \n",
       "91    (53.016670, -4.100000)  Fell     91      794.0           Beddgelert   \n",
       "92   (33.600000, -96.466670)  Fell     92      375.0                Bells   \n",
       "93  (-32.333330, -64.866670)  Fell     93        0.0             Belville   \n",
       "94    (25.366670, 82.916670)  Fell     94     3700.0          Benares (a)   \n",
       "95    (32.250000, -8.150000)  Fell     95    25000.0            Benguerir   \n",
       "96    (32.866670, 10.800000)  Fell     96    19000.0          Beni M'hira   \n",
       "97   (39.083330, -89.150000)  Fell     97     1770.5                Benld   \n",
       "98   (-26.166670, 28.416670)  Fell     98     3880.0               Benoni   \n",
       "99    (30.000000, -7.000000)  Fell     99    45000.0              Bensour   \n",
       "\n",
       "           recclass    reclat    reclong                    year  \n",
       "0                L5  50.77500    6.08333  01/01/1880 12:00:00 AM  \n",
       "1                H6  56.18333   10.23333  01/01/1951 12:00:00 AM  \n",
       "2               EH4  54.21667 -113.00000  01/01/1952 12:00:00 AM  \n",
       "3       Acapulcoite  16.88333  -99.90000  01/01/1976 12:00:00 AM  \n",
       "4                L6 -33.16667  -64.95000  01/01/1902 12:00:00 AM  \n",
       "5               EH4  32.10000   71.80000  01/01/1919 12:00:00 AM  \n",
       "6             LL3-6  44.83333   95.16667  01/01/1949 12:00:00 AM  \n",
       "7                H5  44.21667    0.61667  01/01/1814 12:00:00 AM  \n",
       "8                L6 -31.60000  -65.23333  01/01/1930 12:00:00 AM  \n",
       "9                 L -30.86667  -64.55000  01/01/1920 12:00:00 AM  \n",
       "10     Diogenite-pm  16.39806   -9.57028  01/01/1974 12:00:00 AM  \n",
       "11               L6  19.08333    8.38333  01/01/1925 12:00:00 AM  \n",
       "12          Unknown  50.66667    2.33333  01/01/1769 12:00:00 AM  \n",
       "13               L6  29.51667   35.05000  01/01/1949 12:00:00 AM  \n",
       "14               H4  29.71667   77.95000  01/01/1838 12:00:00 AM  \n",
       "15                H   8.91667    8.43333  01/01/1959 12:00:00 AM  \n",
       "16        Iron, IVA  39.91667   42.81667  01/01/1981 12:00:00 AM  \n",
       "17           CR2-an  24.41667   39.51667  01/01/1957 12:00:00 AM  \n",
       "18              LL5  13.66033   28.96000  01/01/2001 12:00:00 AM  \n",
       "19              CI1  44.11667    4.08333  01/01/1806 12:00:00 AM  \n",
       "20            L/LL4  44.65000   11.01667  01/01/1766 12:00:00 AM  \n",
       "21                L   2.00000   22.66667  01/01/1949 12:00:00 AM  \n",
       "22    Eucrite-mmict  45.82133    6.01533  01/01/2002 12:00:00 AM  \n",
       "23              LL5  51.78333   -1.78333  01/01/1835 12:00:00 AM  \n",
       "24               L6  36.23333   37.13333  01/01/1873 12:00:00 AM  \n",
       "25               H5  44.88333    8.75000  01/01/1860 12:00:00 AM  \n",
       "26               H4  50.95000   31.81667  01/01/1900 12:00:00 AM  \n",
       "27               L6  45.26667   10.15000  01/01/1883 12:00:00 AM  \n",
       "28               H5  42.53333  -85.88333  01/01/1899 12:00:00 AM  \n",
       "29              CV3  26.96667 -105.31667  01/01/1969 12:00:00 AM  \n",
       "..              ...       ...        ...                     ...  \n",
       "70  Iron, ungrouped  16.66667  101.18333  01/01/1993 12:00:00 AM  \n",
       "71              LL6  -6.91667  107.60000  01/01/1871 12:00:00 AM  \n",
       "72               L6  27.70000   76.33333  01/01/1892 12:00:00 AM  \n",
       "73               L5  30.40000   78.20000  01/01/1913 12:00:00 AM  \n",
       "74              CM2  -6.33333  106.00000  01/01/1933 12:00:00 AM  \n",
       "75               H5  43.95000   -0.05000  01/01/1790 12:00:00 AM  \n",
       "76               OC  41.36667    2.16667  01/01/1704 12:00:00 AM  \n",
       "77  Mesosiderite-A1  42.38333   -2.50000  01/01/1842 12:00:00 AM  \n",
       "78               H5  52.73333   84.08333  01/01/1904 12:00:00 AM  \n",
       "79              LL4  52.00000    9.10000  01/01/1886 12:00:00 AM  \n",
       "80               L6  31.61667   76.80000  01/01/1910 12:00:00 AM  \n",
       "81               L5  52.56528   -1.33972  01/01/1965 12:00:00 AM  \n",
       "82               H5  15.78333   -5.90000  01/01/2006 12:00:00 AM  \n",
       "83               L5  52.03333   20.93583  01/01/1994 12:00:00 AM  \n",
       "84               H4  45.41667  -98.31667  01/01/1892 12:00:00 AM  \n",
       "85               L6  38.25000  -83.75000  01/01/1902 12:00:00 AM  \n",
       "86               L6  40.66813 -117.18913  01/01/2012 12:00:00 AM  \n",
       "87              LL5  11.08333   -0.18333  01/01/1989 12:00:00 AM  \n",
       "88               L6  36.75000  -93.50000  01/01/1916 12:00:00 AM  \n",
       "89               H5  39.80000 -101.20000  01/01/1929 12:00:00 AM  \n",
       "90               H5  51.16667 -117.33333  01/01/1893 12:00:00 AM  \n",
       "91               H5  53.01667   -4.10000  01/01/1949 12:00:00 AM  \n",
       "92           C2-ung  33.60000  -96.46667  01/01/1961 12:00:00 AM  \n",
       "93               OC -32.33333  -64.86667  01/01/1937 12:00:00 AM  \n",
       "94              LL4  25.36667   82.91667  01/01/1798 12:00:00 AM  \n",
       "95              LL6  32.25000   -8.15000  01/01/2004 12:00:00 AM  \n",
       "96               L6  32.86667   10.80000  01/01/2001 12:00:00 AM  \n",
       "97               H6  39.08333  -89.15000  01/01/1938 12:00:00 AM  \n",
       "98               H6 -26.16667   28.41667  01/01/1943 12:00:00 AM  \n",
       "99              LL6  30.00000   -7.00000  01/01/2002 12:00:00 AM  \n",
       "\n",
       "[100 rows x 9 columns]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
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  {
   "cell_type": "code",
   "execution_count": null,
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   "source": []
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