100k.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "144dd1de-60c4-4127-b800-af46b4c796f6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Went from 600000 to 568998 rows after dropping nans.\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>page_id</th>\n",
       "      <th>page_title</th>\n",
       "      <th>page_random</th>\n",
       "      <th>gap</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "      <th>10</th>\n",
       "      <th>11</th>\n",
       "      <th>12</th>\n",
       "      <th>total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1711095</td>\n",
       "      <td>USS_Bulmer</td>\n",
       "      <td>7.841400e-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>73.0</td>\n",
       "      <td>59.0</td>\n",
       "      <td>79.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>62.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>126662</td>\n",
       "      <td>Palatine_Bridge,_New_York</td>\n",
       "      <td>7.465332e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>215.0</td>\n",
       "      <td>195.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>176.0</td>\n",
       "      <td>2538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>934819</td>\n",
       "      <td>Lithium_nitrate</td>\n",
       "      <td>1.458007e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1996.0</td>\n",
       "      <td>1783.0</td>\n",
       "      <td>1902.0</td>\n",
       "      <td>1516.0</td>\n",
       "      <td>1338.0</td>\n",
       "      <td>1314.0</td>\n",
       "      <td>1108.0</td>\n",
       "      <td>1046.0</td>\n",
       "      <td>1506.0</td>\n",
       "      <td>1530.0</td>\n",
       "      <td>1441.0</td>\n",
       "      <td>1244.0</td>\n",
       "      <td>17724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>127803</td>\n",
       "      <td>Lattimore,_North_Carolina</td>\n",
       "      <td>9.447616e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>176.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>168.0</td>\n",
       "      <td>153.0</td>\n",
       "      <td>168.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>189.0</td>\n",
       "      <td>162.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>2075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>58768</td>\n",
       "      <td>Vicente_Aleixandre</td>\n",
       "      <td>1.979226e-01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>841.0</td>\n",
       "      <td>860.0</td>\n",
       "      <td>1037.0</td>\n",
       "      <td>1102.0</td>\n",
       "      <td>879.0</td>\n",
       "      <td>717.0</td>\n",
       "      <td>658.0</td>\n",
       "      <td>794.0</td>\n",
       "      <td>772.0</td>\n",
       "      <td>970.0</td>\n",
       "      <td>796.0</td>\n",
       "      <td>929.0</td>\n",
       "      <td>10355</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   page_id                 page_title   page_random  gap       1       2  \\\n",
       "0  1711095                 USS_Bulmer  7.841400e-08  NaN   121.0    82.0   \n",
       "1   126662  Palatine_Bridge,_New_York  7.465332e-01  0.0   231.0   210.0   \n",
       "2   934819            Lithium_nitrate  1.458007e-01  0.0  1996.0  1783.0   \n",
       "3   127803  Lattimore,_North_Carolina  9.447616e-01  0.0   208.0   220.0   \n",
       "4    58768         Vicente_Aleixandre  1.979226e-01  0.0   841.0   860.0   \n",
       "\n",
       "        3       4       5       6       7       8       9      10      11  \\\n",
       "0    89.0    74.0    73.0    59.0    79.0    68.0    70.0    67.0    62.0   \n",
       "1   234.0   197.0   251.0   239.0   215.0   195.0   186.0   218.0   186.0   \n",
       "2  1902.0  1516.0  1338.0  1314.0  1108.0  1046.0  1506.0  1530.0  1441.0   \n",
       "3   176.0   175.0   168.0   153.0   168.0   175.0   189.0   162.0   123.0   \n",
       "4  1037.0  1102.0   879.0   717.0   658.0   794.0   772.0   970.0   796.0   \n",
       "\n",
       "       12  total  \n",
       "0    71.0    915  \n",
       "1   176.0   2538  \n",
       "2  1244.0  17724  \n",
       "3   158.0   2075  \n",
       "4   929.0  10355  "
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "sns.set_theme()\n",
    "sns.set(rc={'figure.figsize':(11,8)})\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "df_raw = pd.read_csv('merged_600k.csv')\n",
    "\n",
    "def dropped_nan_views(df):\n",
    "    columns = [str(monthno) for monthno in range(1, 13)]\n",
    "    return df.dropna(axis=0, subset=columns)\n",
    "\n",
    "df = dropped_nan_views(df_raw).copy()\n",
    "print(f\"Went from {len(df_raw)} to {len(df)} rows after dropping nans.\")\n",
    "\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9cf118e9-07ae-4432-9fef-771395f535ae",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>page_id</th>\n",
       "      <th>page_title</th>\n",
       "      <th>page_random</th>\n",
       "      <th>gap</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "      <th>10</th>\n",
       "      <th>11</th>\n",
       "      <th>12</th>\n",
       "      <th>total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>133268</th>\n",
       "      <td>42356525</td>\n",
       "      <td>Trichromia_phaeocrota</td>\n",
       "      <td>0.726997</td>\n",
       "      <td>3.576000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36623</th>\n",
       "      <td>42022068</td>\n",
       "      <td>Opharus_corticea</td>\n",
       "      <td>0.308701</td>\n",
       "      <td>9.590000e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>583447</th>\n",
       "      <td>63572986</td>\n",
       "      <td>Wanshousi_station</td>\n",
       "      <td>0.231701</td>\n",
       "      <td>1.629000e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6414</th>\n",
       "      <td>51230438</td>\n",
       "      <td>Yimnashana_hamulata</td>\n",
       "      <td>0.840232</td>\n",
       "      <td>1.582430e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46275</th>\n",
       "      <td>30512602</td>\n",
       "      <td>Telihigala</td>\n",
       "      <td>0.891961</td>\n",
       "      <td>1.218000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259624</th>\n",
       "      <td>45211443</td>\n",
       "      <td>Hybolasiopsis_abnormalis</td>\n",
       "      <td>0.084192</td>\n",
       "      <td>7.051000e-09</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16540</th>\n",
       "      <td>47711283</td>\n",
       "      <td>Gnorimoschema_debenedictisi</td>\n",
       "      <td>0.187145</td>\n",
       "      <td>4.240000e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175140</th>\n",
       "      <td>50439976</td>\n",
       "      <td>Pseudoneuroterus_mazandarani</td>\n",
       "      <td>0.715915</td>\n",
       "      <td>4.716447e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254342</th>\n",
       "      <td>30495695</td>\n",
       "      <td>Deiannewela</td>\n",
       "      <td>0.337238</td>\n",
       "      <td>6.907000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77191</th>\n",
       "      <td>13521162</td>\n",
       "      <td>Phenacoceratidae</td>\n",
       "      <td>0.679262</td>\n",
       "      <td>2.053000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69687</th>\n",
       "      <td>48669835</td>\n",
       "      <td>Taygete_citranthes</td>\n",
       "      <td>0.373307</td>\n",
       "      <td>1.851000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174198</th>\n",
       "      <td>52965854</td>\n",
       "      <td>Imma_lysidesma</td>\n",
       "      <td>0.103143</td>\n",
       "      <td>4.690000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476623</th>\n",
       "      <td>41569643</td>\n",
       "      <td>Histioea_excreta</td>\n",
       "      <td>0.651446</td>\n",
       "      <td>1.318500e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238533</th>\n",
       "      <td>47958150</td>\n",
       "      <td>Stomopteryx_splendens</td>\n",
       "      <td>0.411489</td>\n",
       "      <td>6.466000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63511</th>\n",
       "      <td>24782343</td>\n",
       "      <td>New_Democratic_Party_of_Manitoba_candidates_in...</td>\n",
       "      <td>0.076478</td>\n",
       "      <td>1.680000e-09</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203531</th>\n",
       "      <td>41894258</td>\n",
       "      <td>Włynkowo_railway_station</td>\n",
       "      <td>0.352720</td>\n",
       "      <td>5.495000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>516721</th>\n",
       "      <td>41775766</td>\n",
       "      <td>Loxophlebia_multicincta</td>\n",
       "      <td>0.298560</td>\n",
       "      <td>1.433200e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308906</th>\n",
       "      <td>41961066</td>\n",
       "      <td>Zirkeyk</td>\n",
       "      <td>0.058056</td>\n",
       "      <td>8.417000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49602</th>\n",
       "      <td>47141614</td>\n",
       "      <td>Hypatima_rhicnota</td>\n",
       "      <td>0.860548</td>\n",
       "      <td>1.311000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196587</th>\n",
       "      <td>40492440</td>\n",
       "      <td>Dendrophilia_taphronoma</td>\n",
       "      <td>0.907298</td>\n",
       "      <td>5.303000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83581</th>\n",
       "      <td>41140937</td>\n",
       "      <td>Kalnadan-e_Pain</td>\n",
       "      <td>0.867428</td>\n",
       "      <td>2.224000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291442</th>\n",
       "      <td>2130818</td>\n",
       "      <td>Georgios_Valakakis</td>\n",
       "      <td>0.984498</td>\n",
       "      <td>7.931000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55159</th>\n",
       "      <td>40695163</td>\n",
       "      <td>Chrysasura_leopardina</td>\n",
       "      <td>0.953447</td>\n",
       "      <td>1.459000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191888</th>\n",
       "      <td>32762589</td>\n",
       "      <td>Azygophleps_equatorialis</td>\n",
       "      <td>0.191133</td>\n",
       "      <td>5.175000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123627</th>\n",
       "      <td>56460359</td>\n",
       "      <td>Vexiguraleus_clifdenensis</td>\n",
       "      <td>0.584631</td>\n",
       "      <td>3.313641e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1347</th>\n",
       "      <td>26075885</td>\n",
       "      <td>Lewpotdeniya</td>\n",
       "      <td>0.149138</td>\n",
       "      <td>2.600001e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276817</th>\n",
       "      <td>41737885</td>\n",
       "      <td>Leucanopsis_bactris</td>\n",
       "      <td>0.901671</td>\n",
       "      <td>7.525000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98759</th>\n",
       "      <td>40676624</td>\n",
       "      <td>Lyclene_xanthopera</td>\n",
       "      <td>0.472177</td>\n",
       "      <td>2.635000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>439893</th>\n",
       "      <td>42748183</td>\n",
       "      <td>Cosmopterix_maritimella</td>\n",
       "      <td>0.639537</td>\n",
       "      <td>1.212400e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187120</th>\n",
       "      <td>26829519</td>\n",
       "      <td>Inodrillia_ino</td>\n",
       "      <td>0.262774</td>\n",
       "      <td>5.045000e-09</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178053</th>\n",
       "      <td>30512455</td>\n",
       "      <td>Pottallinda</td>\n",
       "      <td>0.465323</td>\n",
       "      <td>4.796000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>465541</th>\n",
       "      <td>6337834</td>\n",
       "      <td>List_of_urban-type_settlements_in_Ukraine</td>\n",
       "      <td>0.167388</td>\n",
       "      <td>1.286100e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>507257</th>\n",
       "      <td>44179958</td>\n",
       "      <td>Minuscule_941</td>\n",
       "      <td>0.073878</td>\n",
       "      <td>1.405800e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35191</th>\n",
       "      <td>50208013</td>\n",
       "      <td>Hypercallia_phlebodes</td>\n",
       "      <td>0.008095</td>\n",
       "      <td>9.210000e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191498</th>\n",
       "      <td>43107666</td>\n",
       "      <td>Isocossus_telisai</td>\n",
       "      <td>0.898136</td>\n",
       "      <td>5.165000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161150</th>\n",
       "      <td>29786000</td>\n",
       "      <td>Eucosmophora_eurychalca</td>\n",
       "      <td>0.462526</td>\n",
       "      <td>4.334000e-09</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119815</th>\n",
       "      <td>30511935</td>\n",
       "      <td>Mahalevakanda</td>\n",
       "      <td>0.694179</td>\n",
       "      <td>3.210000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286566</th>\n",
       "      <td>35749948</td>\n",
       "      <td>Hoseynabad-e_Alam</td>\n",
       "      <td>0.437734</td>\n",
       "      <td>7.798000e-09</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>406469</th>\n",
       "      <td>41773709</td>\n",
       "      <td>Lophocampa_arpi</td>\n",
       "      <td>0.151467</td>\n",
       "      <td>1.117300e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>522827</th>\n",
       "      <td>34466931</td>\n",
       "      <td>Xixiaokou_station</td>\n",
       "      <td>0.194823</td>\n",
       "      <td>1.451000e-08</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93363</th>\n",
       "      <td>29785975</td>\n",
       "      <td>Eucosmophora_atlantis</td>\n",
       "      <td>0.538529</td>\n",
       "      <td>2.489000e-09</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>480687</th>\n",
       "      <td>40293082</td>\n",
       "      <td>Tazehabad-e_Tumar</td>\n",
       "      <td>0.121994</td>\n",
       "      <td>1.330200e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236440</th>\n",
       "      <td>42404850</td>\n",
       "      <td>Zygaenosia_fuscimarginalis</td>\n",
       "      <td>0.046954</td>\n",
       "      <td>6.407000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251013</th>\n",
       "      <td>31464840</td>\n",
       "      <td>Malgassesia_rufescens</td>\n",
       "      <td>0.371684</td>\n",
       "      <td>6.812000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127412</th>\n",
       "      <td>31271073</td>\n",
       "      <td>Limnaecia_leptozona</td>\n",
       "      <td>0.537916</td>\n",
       "      <td>3.418000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126405</th>\n",
       "      <td>50208031</td>\n",
       "      <td>Hypercallia_crocatella</td>\n",
       "      <td>0.969290</td>\n",
       "      <td>3.391000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43870</th>\n",
       "      <td>44513905</td>\n",
       "      <td>Iatuca_brevicornis</td>\n",
       "      <td>0.539554</td>\n",
       "      <td>1.155000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298979</th>\n",
       "      <td>42817331</td>\n",
       "      <td>Triclonella_umbrigera</td>\n",
       "      <td>0.189695</td>\n",
       "      <td>8.141000e-09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>394939</th>\n",
       "      <td>53608317</td>\n",
       "      <td>Serixia_aureovittata</td>\n",
       "      <td>0.135508</td>\n",
       "      <td>1.084700e-08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29960</th>\n",
       "      <td>46235456</td>\n",
       "      <td>Macrothyatira_oblonga</td>\n",
       "      <td>0.337874</td>\n",
       "      <td>7.850000e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         page_id                                         page_title  \\\n",
       "133268  42356525                              Trichromia_phaeocrota   \n",
       "36623   42022068                                   Opharus_corticea   \n",
       "583447  63572986                                  Wanshousi_station   \n",
       "6414    51230438                                Yimnashana_hamulata   \n",
       "46275   30512602                                         Telihigala   \n",
       "259624  45211443                           Hybolasiopsis_abnormalis   \n",
       "16540   47711283                        Gnorimoschema_debenedictisi   \n",
       "175140  50439976                       Pseudoneuroterus_mazandarani   \n",
       "254342  30495695                                        Deiannewela   \n",
       "77191   13521162                                   Phenacoceratidae   \n",
       "69687   48669835                                 Taygete_citranthes   \n",
       "174198  52965854                                     Imma_lysidesma   \n",
       "476623  41569643                                   Histioea_excreta   \n",
       "238533  47958150                              Stomopteryx_splendens   \n",
       "63511   24782343  New_Democratic_Party_of_Manitoba_candidates_in...   \n",
       "203531  41894258                           Włynkowo_railway_station   \n",
       "516721  41775766                            Loxophlebia_multicincta   \n",
       "308906  41961066                                            Zirkeyk   \n",
       "49602   47141614                                  Hypatima_rhicnota   \n",
       "196587  40492440                            Dendrophilia_taphronoma   \n",
       "83581   41140937                                    Kalnadan-e_Pain   \n",
       "291442   2130818                                 Georgios_Valakakis   \n",
       "55159   40695163                              Chrysasura_leopardina   \n",
       "191888  32762589                           Azygophleps_equatorialis   \n",
       "123627  56460359                          Vexiguraleus_clifdenensis   \n",
       "1347    26075885                                       Lewpotdeniya   \n",
       "276817  41737885                                Leucanopsis_bactris   \n",
       "98759   40676624                                 Lyclene_xanthopera   \n",
       "439893  42748183                            Cosmopterix_maritimella   \n",
       "187120  26829519                                     Inodrillia_ino   \n",
       "178053  30512455                                        Pottallinda   \n",
       "465541   6337834          List_of_urban-type_settlements_in_Ukraine   \n",
       "507257  44179958                                      Minuscule_941   \n",
       "35191   50208013                              Hypercallia_phlebodes   \n",
       "191498  43107666                                  Isocossus_telisai   \n",
       "161150  29786000                            Eucosmophora_eurychalca   \n",
       "119815  30511935                                      Mahalevakanda   \n",
       "286566  35749948                                  Hoseynabad-e_Alam   \n",
       "406469  41773709                                    Lophocampa_arpi   \n",
       "522827  34466931                                  Xixiaokou_station   \n",
       "93363   29785975                              Eucosmophora_atlantis   \n",
       "480687  40293082                                  Tazehabad-e_Tumar   \n",
       "236440  42404850                         Zygaenosia_fuscimarginalis   \n",
       "251013  31464840                              Malgassesia_rufescens   \n",
       "127412  31271073                                Limnaecia_leptozona   \n",
       "126405  50208031                             Hypercallia_crocatella   \n",
       "43870   44513905                                 Iatuca_brevicornis   \n",
       "298979  42817331                              Triclonella_umbrigera   \n",
       "394939  53608317                               Serixia_aureovittata   \n",
       "29960   46235456                              Macrothyatira_oblonga   \n",
       "\n",
       "        page_random           gap    1    2    3    4    5    6    7    8  \\\n",
       "133268     0.726997  3.576000e-09  0.0  0.0  0.0  1.0  0.0  0.0  0.0  0.0   \n",
       "36623      0.308701  9.590000e-10  0.0  0.0  1.0  0.0  0.0  0.0  0.0  0.0   \n",
       "583447     0.231701  1.629000e-08  0.0  1.0  0.0  0.0  0.0  0.0  0.0  0.0   \n",
       "6414       0.840232  1.582430e-10  0.0  0.0  0.0  0.0  0.0  0.0  0.0  1.0   \n",
       "46275      0.891961  1.218000e-09  0.0  0.0  0.0  1.0  0.0  0.0  1.0  0.0   \n",
       "259624     0.084192  7.051000e-09  1.0  0.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "16540      0.187145  4.240000e-10  0.0  1.0  0.0  0.0  1.0  1.0  1.0  0.0   \n",
       "175140     0.715915  4.716447e-09  0.0  0.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "254342     0.337238  6.907000e-09  0.0  0.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "77191      0.679262  2.053000e-09  0.0  0.0  0.0  1.0  0.0  0.0  1.0  0.0   \n",
       "69687      0.373307  1.851000e-09  0.0  0.0  1.0  0.0  1.0  1.0  0.0  0.0   \n",
       "174198     0.103143  4.690000e-09  0.0  0.0  1.0  0.0  1.0  1.0  1.0  0.0   \n",
       "476623     0.651446  1.318500e-08  0.0  0.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "238533     0.411489  6.466000e-09  0.0  1.0  0.0  0.0  1.0  1.0  0.0  0.0   \n",
       "63511      0.076478  1.680000e-09  1.0  0.0  1.0  0.0  0.0  0.0  0.0  0.0   \n",
       "203531     0.352720  5.495000e-09  0.0  0.0  2.0  0.0  0.0  0.0  0.0  1.0   \n",
       "516721     0.298560  1.433200e-08  0.0  0.0  1.0  0.0  1.0  1.0  1.0  0.0   \n",
       "308906     0.058056  8.417000e-09  0.0  3.0  0.0  0.0  0.0  0.0  0.0  0.0   \n",
       "49602      0.860548  1.311000e-09  0.0  0.0  0.0  1.0  1.0  1.0  0.0  0.0   \n",
       "196587     0.907298  5.303000e-09  0.0  1.0  0.0  0.0  1.0  0.0  0.0  2.0   \n",
       "83581      0.867428  2.224000e-09  0.0  1.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "291442     0.984498  7.931000e-09  0.0  1.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "55159      0.953447  1.459000e-09  0.0  0.0  1.0  0.0  1.0  1.0  0.0  0.0   \n",
       "191888     0.191133  5.175000e-09  0.0  0.0  1.0  0.0  1.0  0.0  1.0  0.0   \n",
       "123627     0.584631  3.313641e-09  0.0  2.0  1.0  0.0  0.0  0.0  0.0  0.0   \n",
       "1347       0.149138  2.600001e-11  0.0  0.0  0.0  1.0  0.0  0.0  1.0  1.0   \n",
       "276817     0.901671  7.525000e-09  0.0  1.0  0.0  0.0  1.0  1.0  1.0  0.0   \n",
       "98759      0.472177  2.635000e-09  0.0  0.0  0.0  1.0  1.0  0.0  0.0  1.0   \n",
       "439893     0.639537  1.212400e-08  0.0  0.0  1.0  0.0  1.0  1.0  1.0  0.0   \n",
       "187120     0.262774  5.045000e-09  1.0  0.0  0.0  0.0  1.0  0.0  1.0  0.0   \n",
       "178053     0.465323  4.796000e-09  0.0  0.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "465541     0.167388  1.286100e-08  0.0  0.0  1.0  1.0  0.0  0.0  1.0  0.0   \n",
       "507257     0.073878  1.405800e-08  0.0  0.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "35191      0.008095  9.210000e-10  0.0  1.0  1.0  0.0  1.0  1.0  0.0  0.0   \n",
       "191498     0.898136  5.165000e-09  0.0  0.0  1.0  0.0  1.0  0.0  0.0  0.0   \n",
       "161150     0.462526  4.334000e-09  1.0  0.0  1.0  0.0  0.0  0.0  0.0  1.0   \n",
       "119815     0.694179  3.210000e-09  0.0  0.0  1.0  0.0  0.0  0.0  1.0  1.0   \n",
       "286566     0.437734  7.798000e-09  1.0  2.0  0.0  0.0  0.0  0.0  0.0  0.0   \n",
       "406469     0.151467  1.117300e-08  0.0  0.0  2.0  0.0  0.0  1.0  1.0  0.0   \n",
       "522827     0.194823  1.451000e-08  3.0  0.0  1.0  0.0  0.0  0.0  0.0  0.0   \n",
       "93363      0.538529  2.489000e-09  2.0  0.0  1.0  0.0  1.0  0.0  0.0  0.0   \n",
       "480687     0.121994  1.330200e-08  0.0  1.0  0.0  0.0  0.0  0.0  0.0  2.0   \n",
       "236440     0.046954  6.407000e-09  0.0  1.0  0.0  0.0  1.0  0.0  0.0  1.0   \n",
       "251013     0.371684  6.812000e-09  0.0  0.0  2.0  0.0  1.0  1.0  1.0  0.0   \n",
       "127412     0.537916  3.418000e-09  0.0  1.0  0.0  0.0  1.0  0.0  2.0  0.0   \n",
       "126405     0.969290  3.391000e-09  0.0  1.0  0.0  0.0  1.0  1.0  1.0  0.0   \n",
       "43870      0.539554  1.155000e-09  0.0  0.0  1.0  0.0  0.0  0.0  1.0  0.0   \n",
       "298979     0.189695  8.141000e-09  0.0  1.0  0.0  0.0  1.0  1.0  0.0  1.0   \n",
       "394939     0.135508  1.084700e-08  0.0  1.0  0.0  0.0  1.0  1.0  1.0  0.0   \n",
       "29960      0.337874  7.850000e-10  0.0  1.0  0.0  0.0  1.0  2.0  1.0  0.0   \n",
       "\n",
       "          9   10   11   12  total  \n",
       "133268  0.0  0.0  2.0  0.0      3  \n",
       "36623   0.0  0.0  2.0  0.0      3  \n",
       "583447  0.0  0.0  2.0  0.0      3  \n",
       "6414    0.0  0.0  2.0  1.0      4  \n",
       "46275   0.0  0.0  2.0  0.0      4  \n",
       "259624  0.0  1.0  0.0  0.0      4  \n",
       "16540   0.0  1.0  0.0  0.0      5  \n",
       "175140  0.0  0.0  3.0  0.0      5  \n",
       "254342  1.0  1.0  1.0  0.0      5  \n",
       "77191   0.0  0.0  3.0  0.0      5  \n",
       "69687   0.0  0.0  2.0  0.0      5  \n",
       "174198  0.0  1.0  0.0  0.0      5  \n",
       "476623  0.0  1.0  2.0  0.0      5  \n",
       "238533  0.0  0.0  2.0  0.0      5  \n",
       "63511   0.0  0.0  3.0  0.0      5  \n",
       "203531  0.0  0.0  2.0  0.0      5  \n",
       "516721  0.0  1.0  0.0  0.0      5  \n",
       "308906  0.0  0.0  2.0  0.0      5  \n",
       "49602   0.0  1.0  1.0  0.0      5  \n",
       "196587  0.0  1.0  0.0  0.0      5  \n",
       "83581   0.0  1.0  1.0  0.0      5  \n",
       "291442  0.0  1.0  1.0  0.0      5  \n",
       "55159   0.0  1.0  1.0  0.0      5  \n",
       "191888  0.0  2.0  0.0  0.0      5  \n",
       "123627  0.0  0.0  2.0  0.0      5  \n",
       "1347    0.0  2.0  0.0  0.0      5  \n",
       "276817  0.0  1.0  0.0  0.0      5  \n",
       "98759   0.0  1.0  1.0  0.0      5  \n",
       "439893  0.0  1.0  0.0  0.0      5  \n",
       "187120  1.0  1.0  0.0  0.0      5  \n",
       "178053  0.0  0.0  3.0  0.0      5  \n",
       "465541  0.0  1.0  1.0  0.0      5  \n",
       "507257  0.0  0.0  3.0  0.0      5  \n",
       "35191   0.0  1.0  0.0  0.0      5  \n",
       "191498  0.0  2.0  1.0  0.0      5  \n",
       "161150  0.0  1.0  1.0  0.0      5  \n",
       "119815  0.0  2.0  0.0  0.0      5  \n",
       "286566  0.0  1.0  2.0  0.0      6  \n",
       "406469  0.0  1.0  1.0  0.0      6  \n",
       "522827  0.0  0.0  2.0  0.0      6  \n",
       "93363   0.0  1.0  1.0  0.0      6  \n",
       "480687  0.0  0.0  2.0  1.0      6  \n",
       "236440  0.0  0.0  3.0  0.0      6  \n",
       "251013  0.0  1.0  0.0  0.0      6  \n",
       "127412  0.0  1.0  1.0  0.0      6  \n",
       "126405  0.0  1.0  1.0  0.0      6  \n",
       "43870   0.0  3.0  1.0  0.0      6  \n",
       "298979  0.0  0.0  2.0  0.0      6  \n",
       "394939  0.0  0.0  2.0  0.0      6  \n",
       "29960   0.0  1.0  0.0  0.0      6  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sort_values(by='total').head(50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2fdbb364-2cea-4d2f-a0d3-ffde5d4d8527",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    5.689970e+05\n",
       "mean     8.240131e-09\n",
       "std      4.843563e-09\n",
       "min      0.000000e+00\n",
       "25%      4.033000e-09\n",
       "50%      8.169000e-09\n",
       "75%      1.241500e-08\n",
       "max      1.677500e-08\n",
       "Name: gap, dtype: float64"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.gap.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "1958ee8b-3518-46e1-98fe-d7d0b87f5154",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "582718    16.268\n",
       "533221    14.812\n",
       "29250      0.764\n",
       "240810     6.528\n",
       "436150    12.016\n",
       "284867     7.751\n",
       "81664      2.173\n",
       "449918    12.413\n",
       "457382    12.626\n",
       "580565    16.206\n",
       "Name: gap, dtype: float64"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(df.gap.sample(10) * 10**9)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "53620bb2-0168-4516-b33d-8a7cf445a8f6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Putative least-viewed mainspace articles (not including disambiguation pages) in 2021. For ease of reading, the \"Random gap\" column has been multiplied by 1 billion. In other words, they should all be read as being followed by e-9 in [[scientific notation]]. The average random gap value across all articles is about 170 on this scale (i.e. 1.7e-7).\n",
      "\n",
      "{| class=\"wikitable sortable\"\n",
      "|-\n",
      "! Title !! 2021 views !! Random gap (parts per billion) !! Current size (bytes)\n",
      "|-\n",
      "| {{Annotated link|Trichromia phaeocrota}} || 3 || 3.576 || {{PAGESIZE:Trichromia phaeocrota}}\n",
      "|-\n",
      "| {{Annotated link|Opharus corticea}} || 3 || 0.959 || {{PAGESIZE:Opharus corticea}}\n",
      "|-\n",
      "| {{Annotated link|Wanshousi station}} || 3 || 16.290 || {{PAGESIZE:Wanshousi station}}\n",
      "|-\n",
      "| {{Annotated link|Yimnashana hamulata}} || 4 || 0.158 || {{PAGESIZE:Yimnashana hamulata}}\n",
      "|-\n",
      "| {{Annotated link|Telihigala}} || 4 || 1.218 || {{PAGESIZE:Telihigala}}\n",
      "|-\n",
      "| {{Annotated link|Hybolasiopsis abnormalis}} || 4 || 7.051 || {{PAGESIZE:Hybolasiopsis abnormalis}}\n",
      "|-\n",
      "| {{Annotated link|Gnorimoschema debenedictisi}} || 5 || 0.424 || {{PAGESIZE:Gnorimoschema debenedictisi}}\n",
      "|-\n",
      "| {{Annotated link|Pseudoneuroterus mazandarani}} || 5 || 4.716 || {{PAGESIZE:Pseudoneuroterus mazandarani}}\n",
      "|-\n",
      "| {{Annotated link|Deiannewela}} || 5 || 6.907 || {{PAGESIZE:Deiannewela}}\n",
      "|-\n",
      "| {{Annotated link|Phenacoceratidae}} || 5 || 2.053 || {{PAGESIZE:Phenacoceratidae}}\n",
      "|-\n",
      "| {{Annotated link|Taygete citranthes}} || 5 || 1.851 || {{PAGESIZE:Taygete citranthes}}\n",
      "|-\n",
      "| {{Annotated link|Imma lysidesma}} || 5 || 4.690 || {{PAGESIZE:Imma lysidesma}}\n",
      "|-\n",
      "| {{Annotated link|Histioea excreta}} || 5 || 13.185 || {{PAGESIZE:Histioea excreta}}\n",
      "|-\n",
      "| {{Annotated link|Stomopteryx splendens}} || 5 || 6.466 || {{PAGESIZE:Stomopteryx splendens}}\n",
      "|-\n",
      "| {{Annotated link|New Democratic Party of Manitoba candidates in the 1966 Manitoba provincial election}} || 5 || 1.680 || {{PAGESIZE:New Democratic Party of Manitoba candidates in the 1966 Manitoba provincial election}}\n",
      "|-\n",
      "| {{Annotated link|Włynkowo railway station}} || 5 || 5.495 || {{PAGESIZE:Włynkowo railway station}}\n",
      "|-\n",
      "| {{Annotated link|Loxophlebia multicincta}} || 5 || 14.332 || {{PAGESIZE:Loxophlebia multicincta}}\n",
      "|-\n",
      "| {{Annotated link|Zirkeyk}} || 5 || 8.417 || {{PAGESIZE:Zirkeyk}}\n",
      "|-\n",
      "| {{Annotated link|Hypatima rhicnota}} || 5 || 1.311 || {{PAGESIZE:Hypatima rhicnota}}\n",
      "|-\n",
      "| {{Annotated link|Dendrophilia taphronoma}} || 5 || 5.303 || {{PAGESIZE:Dendrophilia taphronoma}}\n",
      "|-\n",
      "| {{Annotated link|Kalnadan-e Pain}} || 5 || 2.224 || {{PAGESIZE:Kalnadan-e Pain}}\n",
      "|-\n",
      "| {{Annotated link|Georgios Valakakis}} || 5 || 7.931 || {{PAGESIZE:Georgios Valakakis}}\n",
      "|-\n",
      "| {{Annotated link|Chrysasura leopardina}} || 5 || 1.459 || {{PAGESIZE:Chrysasura leopardina}}\n",
      "|-\n",
      "| {{Annotated link|Azygophleps equatorialis}} || 5 || 5.175 || {{PAGESIZE:Azygophleps equatorialis}}\n",
      "|-\n",
      "| {{Annotated link|Vexiguraleus clifdenensis}} || 5 || 3.314 || {{PAGESIZE:Vexiguraleus clifdenensis}}\n",
      "|-\n",
      "| {{Annotated link|Lewpotdeniya}} || 5 || 0.026 || {{PAGESIZE:Lewpotdeniya}}\n",
      "|-\n",
      "| {{Annotated link|Leucanopsis bactris}} || 5 || 7.525 || {{PAGESIZE:Leucanopsis bactris}}\n",
      "|-\n",
      "| {{Annotated link|Lyclene xanthopera}} || 5 || 2.635 || {{PAGESIZE:Lyclene xanthopera}}\n",
      "|-\n",
      "| {{Annotated link|Cosmopterix maritimella}} || 5 || 12.124 || {{PAGESIZE:Cosmopterix maritimella}}\n",
      "|-\n",
      "| {{Annotated link|Inodrillia ino}} || 5 || 5.045 || {{PAGESIZE:Inodrillia ino}}\n",
      "|-\n",
      "| {{Annotated link|Pottallinda}} || 5 || 4.796 || {{PAGESIZE:Pottallinda}}\n",
      "|-\n",
      "| {{Annotated link|List of urban-type settlements in Ukraine}} || 5 || 12.861 || {{PAGESIZE:List of urban-type settlements in Ukraine}}\n",
      "|-\n",
      "| {{Annotated link|Minuscule 941}} || 5 || 14.058 || {{PAGESIZE:Minuscule 941}}\n",
      "|-\n",
      "| {{Annotated link|Hypercallia phlebodes}} || 5 || 0.921 || {{PAGESIZE:Hypercallia phlebodes}}\n",
      "|-\n",
      "| {{Annotated link|Isocossus telisai}} || 5 || 5.165 || {{PAGESIZE:Isocossus telisai}}\n",
      "|-\n",
      "| {{Annotated link|Eucosmophora eurychalca}} || 5 || 4.334 || {{PAGESIZE:Eucosmophora eurychalca}}\n",
      "|-\n",
      "| {{Annotated link|Mahalevakanda}} || 5 || 3.210 || {{PAGESIZE:Mahalevakanda}}\n",
      "|-\n",
      "| {{Annotated link|Hoseynabad-e Alam}} || 6 || 7.798 || {{PAGESIZE:Hoseynabad-e Alam}}\n",
      "|-\n",
      "| {{Annotated link|Lophocampa arpi}} || 6 || 11.173 || {{PAGESIZE:Lophocampa arpi}}\n",
      "|-\n",
      "| {{Annotated link|Xixiaokou station}} || 6 || 14.510 || {{PAGESIZE:Xixiaokou station}}\n",
      "|-\n",
      "| {{Annotated link|Eucosmophora atlantis}} || 6 || 2.489 || {{PAGESIZE:Eucosmophora atlantis}}\n",
      "|-\n",
      "| {{Annotated link|Tazehabad-e Tumar}} || 6 || 13.302 || {{PAGESIZE:Tazehabad-e Tumar}}\n",
      "|-\n",
      "| {{Annotated link|Zygaenosia fuscimarginalis}} || 6 || 6.407 || {{PAGESIZE:Zygaenosia fuscimarginalis}}\n",
      "|-\n",
      "| {{Annotated link|Malgassesia rufescens}} || 6 || 6.812 || {{PAGESIZE:Malgassesia rufescens}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia leptozona}} || 6 || 3.418 || {{PAGESIZE:Limnaecia leptozona}}\n",
      "|-\n",
      "| {{Annotated link|Hypercallia crocatella}} || 6 || 3.391 || {{PAGESIZE:Hypercallia crocatella}}\n",
      "|-\n",
      "| {{Annotated link|Iatuca brevicornis}} || 6 || 1.155 || {{PAGESIZE:Iatuca brevicornis}}\n",
      "|-\n",
      "| {{Annotated link|Triclonella umbrigera}} || 6 || 8.141 || {{PAGESIZE:Triclonella umbrigera}}\n",
      "|-\n",
      "| {{Annotated link|Serixia aureovittata}} || 6 || 10.847 || {{PAGESIZE:Serixia aureovittata}}\n",
      "|-\n",
      "| {{Annotated link|Macrothyatira oblonga}} || 6 || 0.785 || {{PAGESIZE:Macrothyatira oblonga}}\n",
      "|-\n",
      "| {{Annotated link|Ebrahimabad-e Bala Joveyn}} || 6 || 2.962 || {{PAGESIZE:Ebrahimabad-e Bala Joveyn}}\n",
      "|-\n",
      "| {{Annotated link|Wiedemannia queyarasiana}} || 6 || 6.009 || {{PAGESIZE:Wiedemannia queyarasiana}}\n",
      "|-\n",
      "| {{Annotated link|Kahur Abbas}} || 6 || 10.599 || {{PAGESIZE:Kahur Abbas}}\n",
      "|-\n",
      "| {{Annotated link|DMZ//38}} || 6 || 7.507 || {{PAGESIZE:DMZ//38}}\n",
      "|-\n",
      "| {{Annotated link|Vestvorren Ridge}} || 6 || 5.653 || {{PAGESIZE:Vestvorren Ridge}}\n",
      "|-\n",
      "| {{Annotated link|Thallarcha macilenta}} || 6 || 5.694 || {{PAGESIZE:Thallarcha macilenta}}\n",
      "|-\n",
      "| {{Annotated link|Kälberbuckel}} || 6 || 9.372 || {{PAGESIZE:Kälberbuckel}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia metacypha}} || 6 || 1.807 || {{PAGESIZE:Limnaecia metacypha}}\n",
      "|-\n",
      "| {{Annotated link|Hypercallia incensella}} || 6 || 1.294 || {{PAGESIZE:Hypercallia incensella}}\n",
      "|-\n",
      "| {{Annotated link|Labdia dicarpa}} || 6 || 6.037 || {{PAGESIZE:Labdia dicarpa}}\n",
      "|-\n",
      "| {{Annotated link|Alapaʻi}} || 6 || 5.335 || {{PAGESIZE:Alapaʻi}}\n",
      "|-\n",
      "| {{Annotated link|Protein methylase I}} || 6 || 5.061 || {{PAGESIZE:Protein methylase I}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpula eurysaccomima}} || 6 || 2.215 || {{PAGESIZE:Scrobipalpula eurysaccomima}}\n",
      "|-\n",
      "| {{Annotated link|Galagete seymourensis}} || 6 || 0.363 || {{PAGESIZE:Galagete seymourensis}}\n",
      "|-\n",
      "| {{Annotated link|Chamaepsichia chitonregis}} || 6 || 2.891 || {{PAGESIZE:Chamaepsichia chitonregis}}\n",
      "|-\n",
      "| {{Annotated link|Gymnelia herodes}} || 6 || 0.601 || {{PAGESIZE:Gymnelia herodes}}\n",
      "|-\n",
      "| {{Annotated link|Turatia psammella}} || 6 || 3.997 || {{PAGESIZE:Turatia psammella}}\n",
      "|-\n",
      "| {{Annotated link|Thysanoprymna drucei}} || 6 || 2.888 || {{PAGESIZE:Thysanoprymna drucei}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia platyochra}} || 6 || 0.334 || {{PAGESIZE:Limnaecia platyochra}}\n",
      "|-\n",
      "| {{Annotated link|Great polemonium}} || 6 || 6.464 || {{PAGESIZE:Great polemonium}}\n",
      "|-\n",
      "| {{Annotated link|N82 road}} || 6 || 0.242 || {{PAGESIZE:N82 road}}\n",
      "|-\n",
      "| {{Annotated link|Dysschema schadei}} || 6 || 6.563 || {{PAGESIZE:Dysschema schadei}}\n",
      "|-\n",
      "| {{Annotated link|Tobipuranga belti}} || 6 || 11.125 || {{PAGESIZE:Tobipuranga belti}}\n",
      "|-\n",
      "| {{Annotated link|Keenagolla}} || 6 || 3.488 || {{PAGESIZE:Keenagolla}}\n",
      "|-\n",
      "| {{Annotated link|USS Wanaloset}} || 6 || 1.997 || {{PAGESIZE:USS Wanaloset}}\n",
      "|-\n",
      "| {{Annotated link|Cosmaresta charaxias}} || 6 || 2.518 || {{PAGESIZE:Cosmaresta charaxias}}\n",
      "|-\n",
      "| {{Annotated link|Ganj Konar}} || 6 || 3.498 || {{PAGESIZE:Ganj Konar}}\n",
      "|-\n",
      "| {{Annotated link|Manoba gilletti}} || 6 || 2.304 || {{PAGESIZE:Manoba gilletti}}\n",
      "|-\n",
      "| {{Annotated link|Hypatima phacelota}} || 6 || 5.769 || {{PAGESIZE:Hypatima phacelota}}\n",
      "|-\n",
      "| {{Annotated link|Cosmopterix geminella}} || 6 || 1.992 || {{PAGESIZE:Cosmopterix geminella}}\n",
      "|-\n",
      "| {{Annotated link|Stigmella trisyllaba}} || 6 || 8.489 || {{PAGESIZE:Stigmella trisyllaba}}\n",
      "|-\n",
      "| {{Annotated link|Tuberozygocera albostictica}} || 6 || 12.004 || {{PAGESIZE:Tuberozygocera albostictica}}\n",
      "|-\n",
      "| {{Annotated link|Givarbela steinbachi}} || 6 || 6.303 || {{PAGESIZE:Givarbela steinbachi}}\n",
      "|-\n",
      "| {{Annotated link|Torodora sirtalis}} || 6 || 0.064 || {{PAGESIZE:Torodora sirtalis}}\n",
      "|-\n",
      "| {{Annotated link|Labdia calthula}} || 6 || 4.399 || {{PAGESIZE:Labdia calthula}}\n",
      "|-\n",
      "| {{Annotated link|Viettesia griseovariegata}} || 6 || 8.227 || {{PAGESIZE:Viettesia griseovariegata}}\n",
      "|-\n",
      "| {{Annotated link|Shahidayit-e Shandak}} || 6 || 0.838 || {{PAGESIZE:Shahidayit-e Shandak}}\n",
      "|-\n",
      "| {{Annotated link|Trichromia flavibrunnea}} || 6 || 5.442 || {{PAGESIZE:Trichromia flavibrunnea}}\n",
      "|-\n",
      "| {{Annotated link|Mareh Khaneh Kharabeh}} || 6 || 9.154 || {{PAGESIZE:Mareh Khaneh Kharabeh}}\n",
      "|-\n",
      "| {{Annotated link|Coleotechnites mackiei}} || 6 || 12.998 || {{PAGESIZE:Coleotechnites mackiei}}\n",
      "|-\n",
      "| {{Annotated link|Ephysteris surda}} || 6 || 5.281 || {{PAGESIZE:Ephysteris surda}}\n",
      "|-\n",
      "| {{Annotated link|Hemilomecopterus alienus}} || 6 || 2.678 || {{PAGESIZE:Hemilomecopterus alienus}}\n",
      "|-\n",
      "| {{Annotated link|Mordellistenula anomala}} || 6 || 7.250 || {{PAGESIZE:Mordellistenula anomala}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia elaphropa}} || 6 || 0.299 || {{PAGESIZE:Limnaecia elaphropa}}\n",
      "|-\n",
      "| {{Annotated link|Niphopterolophia geminata}} || 6 || 1.748 || {{PAGESIZE:Niphopterolophia geminata}}\n",
      "|-\n",
      "| {{Annotated link|Mellomnuten}} || 6 || 8.567 || {{PAGESIZE:Mellomnuten}}\n",
      "|-\n",
      "| {{Annotated link|Stigmella abaiella}} || 6 || 1.931 || {{PAGESIZE:Stigmella abaiella}}\n",
      "|-\n",
      "| {{Annotated link|2015–16 ISU Speed Skating World Cup – World Cup 5 – Men's 1500 metres}} || 6 || 3.301 || {{PAGESIZE:2015–16 ISU Speed Skating World Cup – World Cup 5 – Men's 1500 metres}}\n",
      "|-\n",
      "| {{Annotated link|Sodopsis curvifascia}} || 6 || 9.859 || {{PAGESIZE:Sodopsis curvifascia}}\n",
      "|-\n",
      "| {{Annotated link|Psilotrisauropus}} || 6 || 2.784 || {{PAGESIZE:Psilotrisauropus}}\n",
      "|-\n",
      "| {{Annotated link|Joculator incisus}} || 6 || 5.547 || {{PAGESIZE:Joculator incisus}}\n",
      "|-\n",
      "| {{Annotated link|Trichromia curta}} || 6 || 16.298 || {{PAGESIZE:Trichromia curta}}\n",
      "|-\n",
      "| {{Annotated link|TB8Cs3H1 snoRNA}} || 6 || 11.654 || {{PAGESIZE:TB8Cs3H1 snoRNA}}\n",
      "|-\n",
      "| {{Annotated link|Leptodeuterocopus gratus}} || 6 || 8.558 || {{PAGESIZE:Leptodeuterocopus gratus}}\n",
      "|-\n",
      "| {{Annotated link|Vizellopsis}} || 6 || 8.507 || {{PAGESIZE:Vizellopsis}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia chrysidota}} || 6 || 5.748 || {{PAGESIZE:Limnaecia chrysidota}}\n",
      "|-\n",
      "| {{Annotated link|Tigrioides grisescens}} || 6 || 0.098 || {{PAGESIZE:Tigrioides grisescens}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia orthochroa}} || 6 || 10.003 || {{PAGESIZE:Limnaecia orthochroa}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia tyriarcha}} || 6 || 3.866 || {{PAGESIZE:Limnaecia tyriarcha}}\n",
      "|-\n",
      "| {{Annotated link|Loxophlebia klagesi}} || 6 || 4.874 || {{PAGESIZE:Loxophlebia klagesi}}\n",
      "|-\n",
      "| {{Annotated link|Mallochohelea albibasis}} || 6 || 2.238 || {{PAGESIZE:Mallochohelea albibasis}}\n",
      "|-\n",
      "| {{Annotated link|Cosmopterix ligyrodes}} || 6 || 2.740 || {{PAGESIZE:Cosmopterix ligyrodes}}\n",
      "|-\n",
      "| {{Annotated link|Hoseyniyeh-ye Mashkur}} || 6 || 2.803 || {{PAGESIZE:Hoseyniyeh-ye Mashkur}}\n",
      "|-\n",
      "| {{Annotated link|Leucanopsis cloisa}} || 6 || 0.396 || {{PAGESIZE:Leucanopsis cloisa}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpula rosariensis}} || 6 || 2.770 || {{PAGESIZE:Scrobipalpula rosariensis}}\n",
      "|-\n",
      "| {{Annotated link|Sorhagenia vicariella}} || 7 || 10.759 || {{PAGESIZE:Sorhagenia vicariella}}\n",
      "|-\n",
      "| {{Annotated link|Pishakhor}} || 7 || 0.617 || {{PAGESIZE:Pishakhor}}\n",
      "|-\n",
      "| {{Annotated link|Dashtesare gharbi Rural District}} || 7 || 11.265 || {{PAGESIZE:Dashtesare gharbi Rural District}}\n",
      "|-\n",
      "| {{Annotated link|Hirtaeschopalaea borneensis}} || 7 || 2.413 || {{PAGESIZE:Hirtaeschopalaea borneensis}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa brandti}} || 7 || 5.989 || {{PAGESIZE:Scrobipalpa brandti}}\n",
      "|-\n",
      "| {{Annotated link|Tentaspina venus}} || 7 || 3.165 || {{PAGESIZE:Tentaspina venus}}\n",
      "|-\n",
      "| {{Annotated link|Torodora phuruaensis}} || 7 || 1.422 || {{PAGESIZE:Torodora phuruaensis}}\n",
      "|-\n",
      "| {{Annotated link|Ptychotricos episcepsidis}} || 7 || 5.044 || {{PAGESIZE:Ptychotricos episcepsidis}}\n",
      "|-\n",
      "| {{Annotated link|Stomopteryx discolorella}} || 7 || 10.697 || {{PAGESIZE:Stomopteryx discolorella}}\n",
      "|-\n",
      "| {{Annotated link|Eilema tonseana}} || 7 || 0.904 || {{PAGESIZE:Eilema tonseana}}\n",
      "|-\n",
      "| {{Annotated link|C24H31FO5}} || 7 || 1.708 || {{PAGESIZE:C24H31FO5}}\n",
      "|-\n",
      "| {{Annotated link|1906–07 Yorkshire Cup}} || 7 || 15.429 || {{PAGESIZE:1906–07 Yorkshire Cup}}\n",
      "|-\n",
      "| {{Annotated link|Tomoxia interrupta}} || 7 || 13.268 || {{PAGESIZE:Tomoxia interrupta}}\n",
      "|-\n",
      "| {{Annotated link|Patkuhi}} || 7 || 11.385 || {{PAGESIZE:Patkuhi}}\n",
      "|-\n",
      "| {{Annotated link|Glyphidocera pilae}} || 7 || 4.511 || {{PAGESIZE:Glyphidocera pilae}}\n",
      "|-\n",
      "| {{Annotated link|Dipaenae salcedo}} || 7 || 4.599 || {{PAGESIZE:Dipaenae salcedo}}\n",
      "|-\n",
      "| {{Annotated link|Symmetrischema grandispinum}} || 7 || 10.719 || {{PAGESIZE:Symmetrischema grandispinum}}\n",
      "|-\n",
      "| {{Annotated link|Sparganopseustis tessellata}} || 7 || 4.223 || {{PAGESIZE:Sparganopseustis tessellata}}\n",
      "|-\n",
      "| {{Annotated link|Tropidion elegans}} || 7 || 9.382 || {{PAGESIZE:Tropidion elegans}}\n",
      "|-\n",
      "| {{Annotated link|Chrysoprasis para}} || 7 || 15.375 || {{PAGESIZE:Chrysoprasis para}}\n",
      "|-\n",
      "| {{Annotated link|Typhis chattonensis}} || 7 || 4.344 || {{PAGESIZE:Typhis chattonensis}}\n",
      "|-\n",
      "| {{Annotated link|Edlaeveria}} || 7 || 6.495 || {{PAGESIZE:Edlaeveria}}\n",
      "|-\n",
      "| {{Annotated link|K7017/7018 Harbin-Wuyiling Through Train}} || 7 || 1.145 || {{PAGESIZE:K7017/7018 Harbin-Wuyiling Through Train}}\n",
      "|-\n",
      "| {{Annotated link|Wittstrauch}} || 7 || 4.496 || {{PAGESIZE:Wittstrauch}}\n",
      "|-\n",
      "| {{Annotated link|Winzenhohler Bach}} || 7 || 9.143 || {{PAGESIZE:Winzenhohler Bach}}\n",
      "|-\n",
      "| {{Annotated link|Ischnocampa celer}} || 7 || 14.186 || {{PAGESIZE:Ischnocampa celer}}\n",
      "|-\n",
      "| {{Annotated link|Lyclene angulinea}} || 7 || 11.996 || {{PAGESIZE:Lyclene angulinea}}\n",
      "|-\n",
      "| {{Annotated link|Pseudotomoxia kamerunensis}} || 7 || 2.727 || {{PAGESIZE:Pseudotomoxia kamerunensis}}\n",
      "|-\n",
      "| {{Annotated link|Nannoceryx}} || 7 || 6.212 || {{PAGESIZE:Nannoceryx}}\n",
      "|-\n",
      "| {{Annotated link|Kertomesis corymbitis}} || 7 || 0.956 || {{PAGESIZE:Kertomesis corymbitis}}\n",
      "|-\n",
      "| {{Annotated link|Istrianis squamodorella}} || 7 || 1.958 || {{PAGESIZE:Istrianis squamodorella}}\n",
      "|-\n",
      "| {{Annotated link|Syllepte trizonalis}} || 7 || 7.230 || {{PAGESIZE:Syllepte trizonalis}}\n",
      "|-\n",
      "| {{Annotated link|Glyphidocera zophocrossa}} || 7 || 0.402 || {{PAGESIZE:Glyphidocera zophocrossa}}\n",
      "|-\n",
      "| {{Annotated link|Yusofjerd}} || 7 || 2.752 || {{PAGESIZE:Yusofjerd}}\n",
      "|-\n",
      "| {{Annotated link|Turbonilla kathiewayae}} || 7 || 7.230 || {{PAGESIZE:Turbonilla kathiewayae}}\n",
      "|-\n",
      "| {{Annotated link|Thysanoprymna pyrrhopyga}} || 7 || 8.151 || {{PAGESIZE:Thysanoprymna pyrrhopyga}}\n",
      "|-\n",
      "| {{Annotated link|Stenoscaptia bipartita}} || 7 || 2.619 || {{PAGESIZE:Stenoscaptia bipartita}}\n",
      "|-\n",
      "| {{Annotated link|Tobipuranga ignea}} || 7 || 6.241 || {{PAGESIZE:Tobipuranga ignea}}\n",
      "|-\n",
      "| {{Annotated link|Kertomesis indagata}} || 7 || 14.290 || {{PAGESIZE:Kertomesis indagata}}\n",
      "|-\n",
      "| {{Annotated link|Lecithocera olinxana}} || 7 || 1.589 || {{PAGESIZE:Lecithocera olinxana}}\n",
      "|-\n",
      "| {{Annotated link|Poliopastea obscura}} || 7 || 4.279 || {{PAGESIZE:Poliopastea obscura}}\n",
      "|-\n",
      "| {{Annotated link|Trichorsidis hiekei}} || 7 || 3.905 || {{PAGESIZE:Trichorsidis hiekei}}\n",
      "|-\n",
      "| {{Annotated link|Kushk-e Fashapuyeh}} || 7 || 11.022 || {{PAGESIZE:Kushk-e Fashapuyeh}}\n",
      "|-\n",
      "| {{Annotated link|Hoterodes violescens}} || 7 || 10.998 || {{PAGESIZE:Hoterodes violescens}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa thymelaeae}} || 7 || 6.256 || {{PAGESIZE:Scrobipalpa thymelaeae}}\n",
      "|-\n",
      "| {{Annotated link|Parti humaniste du Québec candidates in the 1985 Quebec provincial election}} || 7 || 7.699 || {{PAGESIZE:Parti humaniste du Québec candidates in the 1985 Quebec provincial election}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa notata}} || 7 || 5.109 || {{PAGESIZE:Scrobipalpa notata}}\n",
      "|-\n",
      "| {{Annotated link|Euseius orygmus}} || 7 || 10.812 || {{PAGESIZE:Euseius orygmus}}\n",
      "|-\n",
      "| {{Annotated link|Leptozestis gnophodes}} || 7 || 6.354 || {{PAGESIZE:Leptozestis gnophodes}}\n",
      "|-\n",
      "| {{Annotated link|Khasarehzad}} || 7 || 1.568 || {{PAGESIZE:Khasarehzad}}\n",
      "|-\n",
      "| {{Annotated link|Kolongastenna}} || 7 || 6.484 || {{PAGESIZE:Kolongastenna}}\n",
      "|-\n",
      "| {{Annotated link|Hyposmocoma fluctuosa}} || 7 || 5.995 || {{PAGESIZE:Hyposmocoma fluctuosa}}\n",
      "|-\n",
      "| {{Annotated link|Tetragonoderus intermixtus}} || 7 || 5.056 || {{PAGESIZE:Tetragonoderus intermixtus}}\n",
      "|-\n",
      "| {{Annotated link|Hastamea argentidorsella}} || 7 || 7.833 || {{PAGESIZE:Hastamea argentidorsella}}\n",
      "|-\n",
      "| {{Annotated link|West Ringstead}} || 7 || 11.226 || {{PAGESIZE:West Ringstead}}\n",
      "|-\n",
      "| {{Annotated link|Oscar Hollow}} || 7 || 2.435 || {{PAGESIZE:Oscar Hollow}}\n",
      "|-\n",
      "| {{Annotated link|Lypsimena strandiella}} || 7 || 7.350 || {{PAGESIZE:Lypsimena strandiella}}\n",
      "|-\n",
      "| {{Annotated link|Thermosara}} || 7 || 2.918 || {{PAGESIZE:Thermosara}}\n",
      "|-\n",
      "| {{Annotated link|Ephysteris eremaula}} || 7 || 0.357 || {{PAGESIZE:Ephysteris eremaula}}\n",
      "|-\n",
      "| {{Annotated link|Leucagrotis}} || 7 || 2.898 || {{PAGESIZE:Leucagrotis}}\n",
      "|-\n",
      "| {{Annotated link|Macrobathra callispila}} || 7 || 4.303 || {{PAGESIZE:Macrobathra callispila}}\n",
      "|-\n",
      "| {{Annotated link|Necrothalassia compsias}} || 7 || 10.105 || {{PAGESIZE:Necrothalassia compsias}}\n",
      "|-\n",
      "| {{Annotated link|Hoseynabad-e Shageman}} || 7 || 2.888 || {{PAGESIZE:Hoseynabad-e Shageman}}\n",
      "|-\n",
      "| {{Annotated link|Ephysteris speciosa}} || 7 || 9.768 || {{PAGESIZE:Ephysteris speciosa}}\n",
      "|-\n",
      "| {{Annotated link|Mordella rufosutralis}} || 7 || 9.343 || {{PAGESIZE:Mordella rufosutralis}}\n",
      "|-\n",
      "| {{Annotated link|Serixia plagiata}} || 7 || 14.400 || {{PAGESIZE:Serixia plagiata}}\n",
      "|-\n",
      "| {{Annotated link|Klosterbeurener Bach}} || 7 || 4.591 || {{PAGESIZE:Klosterbeurener Bach}}\n",
      "|-\n",
      "| {{Annotated link|2014–15 ISU Speed Skating World Cup – World Cup 7 – Men's 1000 metres}} || 7 || 5.082 || {{PAGESIZE:2014–15 ISU Speed Skating World Cup – World Cup 7 – Men's 1000 metres}}\n",
      "|-\n",
      "| {{Annotated link|Stenoma corvula}} || 7 || 0.446 || {{PAGESIZE:Stenoma corvula}}\n",
      "|-\n",
      "| {{Annotated link|Sphecosoma cognata}} || 7 || 2.827 || {{PAGESIZE:Sphecosoma cognata}}\n",
      "|-\n",
      "| {{Annotated link|Dottley}} || 7 || 0.667 || {{PAGESIZE:Dottley}}\n",
      "|-\n",
      "| {{Annotated link|Eulepidotis albata}} || 7 || 5.168 || {{PAGESIZE:Eulepidotis albata}}\n",
      "|-\n",
      "| {{Annotated link|Teladoma murina}} || 7 || 14.122 || {{PAGESIZE:Teladoma murina}}\n",
      "|-\n",
      "| {{Annotated link|Typhis francescae}} || 7 || 13.080 || {{PAGESIZE:Typhis francescae}}\n",
      "|-\n",
      "| {{Annotated link|Gymnelia gemmifera}} || 7 || 11.160 || {{PAGESIZE:Gymnelia gemmifera}}\n",
      "|-\n",
      "| {{Annotated link|Cosmopterix pustulatella}} || 7 || 15.061 || {{PAGESIZE:Cosmopterix pustulatella}}\n",
      "|-\n",
      "| {{Annotated link|Pexicopia mimetica}} || 7 || 9.160 || {{PAGESIZE:Pexicopia mimetica}}\n",
      "|-\n",
      "| {{Annotated link|Scieropepla trinervis}} || 7 || 1.379 || {{PAGESIZE:Scieropepla trinervis}}\n",
      "|-\n",
      "| {{Annotated link|Lecithocera cucullata}} || 7 || 12.533 || {{PAGESIZE:Lecithocera cucullata}}\n",
      "|-\n",
      "| {{Annotated link|Temnosternopsis pictus}} || 7 || 6.719 || {{PAGESIZE:Temnosternopsis pictus}}\n",
      "|-\n",
      "| {{Annotated link|Marvin Formation}} || 7 || 0.085 || {{PAGESIZE:Marvin Formation}}\n",
      "|-\n",
      "| {{Annotated link|Håkon Col}} || 7 || 3.683 || {{PAGESIZE:Håkon Col}}\n",
      "|-\n",
      "| {{Annotated link|Phytoecia latepubens}} || 7 || 2.035 || {{PAGESIZE:Phytoecia latepubens}}\n",
      "|-\n",
      "| {{Annotated link|Limenarchis pullata}} || 7 || 2.202 || {{PAGESIZE:Limenarchis pullata}}\n",
      "|-\n",
      "| {{Annotated link|Karizan-e Sofla}} || 7 || 8.720 || {{PAGESIZE:Karizan-e Sofla}}\n",
      "|-\n",
      "| {{Annotated link|Jiwanawatta}} || 7 || 5.519 || {{PAGESIZE:Jiwanawatta}}\n",
      "|-\n",
      "| {{Annotated link|Cuphodes didymosticha}} || 7 || 7.944 || {{PAGESIZE:Cuphodes didymosticha}}\n",
      "|-\n",
      "| {{Annotated link|Gnorimoschema albimarginella}} || 7 || 2.019 || {{PAGESIZE:Gnorimoschema albimarginella}}\n",
      "|-\n",
      "| {{Annotated link|Epiphthora coniombra}} || 7 || 5.359 || {{PAGESIZE:Epiphthora coniombra}}\n",
      "|-\n",
      "| {{Annotated link|Taurolema dalensi}} || 7 || 14.844 || {{PAGESIZE:Taurolema dalensi}}\n",
      "|-\n",
      "| {{Annotated link|Paratomoxioda testaceiventris}} || 7 || 6.885 || {{PAGESIZE:Paratomoxioda testaceiventris}}\n",
      "|-\n",
      "| {{Annotated link|Stomopteryx praecipitata}} || 7 || 4.533 || {{PAGESIZE:Stomopteryx praecipitata}}\n",
      "|-\n",
      "| {{Annotated link|Stigmella albilamina}} || 7 || 0.564 || {{PAGESIZE:Stigmella albilamina}}\n",
      "|-\n",
      "| {{Annotated link|Glyphidocera drosophaea}} || 7 || 1.922 || {{PAGESIZE:Glyphidocera drosophaea}}\n",
      "|-\n",
      "| {{Annotated link|Wiedemannia martini}} || 7 || 1.994 || {{PAGESIZE:Wiedemannia martini}}\n",
      "|-\n",
      "| {{Annotated link|Hilarempis inerma}} || 7 || 4.057 || {{PAGESIZE:Hilarempis inerma}}\n",
      "|-\n",
      "| {{Annotated link|List of protected heritage sites in Péruwelz}} || 7 || 6.688 || {{PAGESIZE:List of protected heritage sites in Péruwelz}}\n",
      "|-\n",
      "| {{Annotated link|C14H12ClNO2}} || 7 || 0.780 || {{PAGESIZE:C14H12ClNO2}}\n",
      "|-\n",
      "| {{Annotated link|Naranpanawa Kandegammedda}} || 7 || 9.453 || {{PAGESIZE:Naranpanawa Kandegammedda}}\n",
      "|-\n",
      "| {{Annotated link|Pseudotomoxia palpalis}} || 7 || 0.184 || {{PAGESIZE:Pseudotomoxia palpalis}}\n",
      "|-\n",
      "| {{Annotated link|Stomopteryx neftensis}} || 7 || 13.541 || {{PAGESIZE:Stomopteryx neftensis}}\n",
      "|-\n",
      "| {{Annotated link|Dyspessa wiltshirei}} || 7 || 3.404 || {{PAGESIZE:Dyspessa wiltshirei}}\n",
      "|-\n",
      "| {{Annotated link|Serixia signaticornis}} || 7 || 3.399 || {{PAGESIZE:Serixia signaticornis}}\n",
      "|-\n",
      "| {{Annotated link|Hyllisia truncata}} || 7 || 1.289 || {{PAGESIZE:Hyllisia truncata}}\n",
      "|-\n",
      "| {{Annotated link|Nabakhsh}} || 7 || 8.826 || {{PAGESIZE:Nabakhsh}}\n",
      "|-\n",
      "| {{Annotated link|Serixia prolata}} || 7 || 5.361 || {{PAGESIZE:Serixia prolata}}\n",
      "|-\n",
      "| {{Annotated link|Hedymiges}} || 7 || 7.554 || {{PAGESIZE:Hedymiges}}\n",
      "|-\n",
      "| {{Annotated link|Dysschema luctuosum}} || 7 || 2.080 || {{PAGESIZE:Dysschema luctuosum}}\n",
      "|-\n",
      "| {{Annotated link|Leucanopsis fuscosa}} || 7 || 6.817 || {{PAGESIZE:Leucanopsis fuscosa}}\n",
      "|-\n",
      "| {{Annotated link|Trichrous vittatus}} || 7 || 7.960 || {{PAGESIZE:Trichrous vittatus}}\n",
      "|-\n",
      "| {{Annotated link|Hypatima caryodora}} || 7 || 0.087 || {{PAGESIZE:Hypatima caryodora}}\n",
      "|-\n",
      "| {{Annotated link|Hyperthaema cardinalis}} || 7 || 6.794 || {{PAGESIZE:Hyperthaema cardinalis}}\n",
      "|-\n",
      "| {{Annotated link|Gonionota eremia}} || 7 || 15.550 || {{PAGESIZE:Gonionota eremia}}\n",
      "|-\n",
      "| {{Annotated link|Machimia dystheata}} || 7 || 3.367 || {{PAGESIZE:Machimia dystheata}}\n",
      "|-\n",
      "| {{Annotated link|Hypercallia cupreata}} || 7 || 3.360 || {{PAGESIZE:Hypercallia cupreata}}\n",
      "|-\n",
      "| {{Annotated link|Idiophantis spectrata}} || 7 || 11.630 || {{PAGESIZE:Idiophantis spectrata}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpula latisaccula}} || 7 || 10.330 || {{PAGESIZE:Scrobipalpula latisaccula}}\n",
      "|-\n",
      "| {{Annotated link|Tropidion xanthocele}} || 7 || 0.241 || {{PAGESIZE:Tropidion xanthocele}}\n",
      "|-\n",
      "| {{Annotated link|Cosmopterix sapporensis}} || 7 || 2.132 || {{PAGESIZE:Cosmopterix sapporensis}}\n",
      "|-\n",
      "| {{Annotated link|Prosopidia caeruleocephala}} || 7 || 3.333 || {{PAGESIZE:Prosopidia caeruleocephala}}\n",
      "|-\n",
      "| {{Annotated link|Trigonoptera flavoscutellata}} || 7 || 4.118 || {{PAGESIZE:Trigonoptera flavoscutellata}}\n",
      "|-\n",
      "| {{Annotated link|Parectopa viminea}} || 7 || 9.808 || {{PAGESIZE:Parectopa viminea}}\n",
      "|-\n",
      "| {{Annotated link|Stigmella nepali}} || 7 || 15.037 || {{PAGESIZE:Stigmella nepali}}\n",
      "|-\n",
      "| {{Annotated link|Lecithocera peloceros}} || 7 || 0.026 || {{PAGESIZE:Lecithocera peloceros}}\n",
      "|-\n",
      "| {{Annotated link|Angus Stone discography}} || 7 || 8.591 || {{PAGESIZE:Angus Stone discography}}\n",
      "|-\n",
      "| {{Annotated link|Emma A. Cranmer}} || 7 || 2.254 || {{PAGESIZE:Emma A. Cranmer}}\n",
      "|-\n",
      "| {{Annotated link|Gnorimoschema mikkolai}} || 7 || 15.057 || {{PAGESIZE:Gnorimoschema mikkolai}}\n",
      "|-\n",
      "| {{Annotated link|Eulophonotus obesus}} || 7 || 2.249 || {{PAGESIZE:Eulophonotus obesus}}\n",
      "|-\n",
      "| {{Annotated link|Imma marileutis}} || 7 || 1.178 || {{PAGESIZE:Imma marileutis}}\n",
      "|-\n",
      "| {{Annotated link|Tricraterifrontia}} || 7 || 4.208 || {{PAGESIZE:Tricraterifrontia}}\n",
      "|-\n",
      "| {{Annotated link|Torodora argenteola}} || 7 || 11.751 || {{PAGESIZE:Torodora argenteola}}\n",
      "|-\n",
      "| {{Annotated link|Clivina lacustris}} || 7 || 13.428 || {{PAGESIZE:Clivina lacustris}}\n",
      "|-\n",
      "| {{Annotated link|Trichrous violaceipennis}} || 7 || 0.078 || {{PAGESIZE:Trichrous violaceipennis}}\n",
      "|-\n",
      "| {{Annotated link|Zellatilla}} || 7 || 7.476 || {{PAGESIZE:Zellatilla}}\n",
      "|-\n",
      "| {{Annotated link|Wiedemannia bicuspidata}} || 7 || 11.867 || {{PAGESIZE:Wiedemannia bicuspidata}}\n",
      "|-\n",
      "| {{Annotated link|Kap Brewster Formation}} || 7 || 1.973 || {{PAGESIZE:Kap Brewster Formation}}\n",
      "|-\n",
      "| {{Annotated link|Malekabad-e Shandak}} || 7 || 3.725 || {{PAGESIZE:Malekabad-e Shandak}}\n",
      "|-\n",
      "| {{Annotated link|Leucanopsis dogniniana}} || 7 || 9.542 || {{PAGESIZE:Leucanopsis dogniniana}}\n",
      "|-\n",
      "| {{Annotated link|Nymphicula callichromalis}} || 7 || 4.041 || {{PAGESIZE:Nymphicula callichromalis}}\n",
      "|-\n",
      "| {{Annotated link|Sukmanovka}} || 7 || 12.890 || {{PAGESIZE:Sukmanovka}}\n",
      "|-\n",
      "| {{Annotated link|Lecithocera montana}} || 7 || 8.716 || {{PAGESIZE:Lecithocera montana}}\n",
      "|-\n",
      "| {{Annotated link|Trichromia neretina}} || 7 || 3.177 || {{PAGESIZE:Trichromia neretina}}\n",
      "|-\n",
      "| {{Annotated link|Gnorimoschema ilyella}} || 7 || 0.501 || {{PAGESIZE:Gnorimoschema ilyella}}\n",
      "|-\n",
      "| {{Annotated link|Glyphipterix gonoteles}} || 7 || 3.226 || {{PAGESIZE:Glyphipterix gonoteles}}\n",
      "|-\n",
      "| {{Annotated link|Mordella tetrastictoptera}} || 7 || 1.244 || {{PAGESIZE:Mordella tetrastictoptera}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpula flava}} || 7 || 5.297 || {{PAGESIZE:Scrobipalpula flava}}\n",
      "|-\n",
      "| {{Annotated link|Gol Gazabad}} || 7 || 1.934 || {{PAGESIZE:Gol Gazabad}}\n",
      "|-\n",
      "| {{Annotated link|Macrothyatira danieli}} || 7 || 7.094 || {{PAGESIZE:Macrothyatira danieli}}\n",
      "|-\n",
      "| {{Annotated link|Drymodromia trivittata}} || 7 || 4.992 || {{PAGESIZE:Drymodromia trivittata}}\n",
      "|-\n",
      "| {{Annotated link|Cosmopterix asymmetrella}} || 7 || 2.257 || {{PAGESIZE:Cosmopterix asymmetrella}}\n",
      "|-\n",
      "| {{Annotated link|Flavyigoga}} || 7 || 1.944 || {{PAGESIZE:Flavyigoga}}\n",
      "|-\n",
      "| {{Annotated link|Phiala venusta}} || 8 || 0.124 || {{PAGESIZE:Phiala venusta}}\n",
      "|-\n",
      "| {{Annotated link|Lecithocera thaiheisana}} || 8 || 8.252 || {{PAGESIZE:Lecithocera thaiheisana}}\n",
      "|-\n",
      "| {{Annotated link|Kaveinga strigiceps}} || 8 || 10.193 || {{PAGESIZE:Kaveinga strigiceps}}\n",
      "|-\n",
      "| {{Annotated link|Macrocheilus crampeli}} || 8 || 12.231 || {{PAGESIZE:Macrocheilus crampeli}}\n",
      "|-\n",
      "| {{Annotated link|Coleophora almeriensis}} || 8 || 2.639 || {{PAGESIZE:Coleophora almeriensis}}\n",
      "|-\n",
      "| {{Annotated link|Battle of Cadore}} || 8 || 4.253 || {{PAGESIZE:Battle of Cadore}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa flavimaculata}} || 8 || 0.781 || {{PAGESIZE:Scrobipalpa flavimaculata}}\n",
      "|-\n",
      "| {{Annotated link|Landajulana}} || 8 || 6.929 || {{PAGESIZE:Landajulana}}\n",
      "|-\n",
      "| {{Annotated link|Polypoetes pallinervis}} || 8 || 1.671 || {{PAGESIZE:Polypoetes pallinervis}}\n",
      "|-\n",
      "| {{Annotated link|Eilema contradicta}} || 8 || 9.623 || {{PAGESIZE:Eilema contradicta}}\n",
      "|-\n",
      "| {{Annotated link|Thubana costimaculella}} || 8 || 0.979 || {{PAGESIZE:Thubana costimaculella}}\n",
      "|-\n",
      "| {{Annotated link|Thiotricha acrophantis}} || 8 || 10.197 || {{PAGESIZE:Thiotricha acrophantis}}\n",
      "|-\n",
      "| {{Annotated link|Stomopteryx flavoclavella}} || 8 || 1.881 || {{PAGESIZE:Stomopteryx flavoclavella}}\n",
      "|-\n",
      "| {{Annotated link|Pseudathrips similis}} || 8 || 0.800 || {{PAGESIZE:Pseudathrips similis}}\n",
      "|-\n",
      "| {{Annotated link|Xiaohongmen station}} || 8 || 7.011 || {{PAGESIZE:Xiaohongmen station}}\n",
      "|-\n",
      "| {{Annotated link|Eoophyla scioxantha}} || 8 || 4.888 || {{PAGESIZE:Eoophyla scioxantha}}\n",
      "|-\n",
      "| {{Annotated link|Purainawama}} || 8 || 10.143 || {{PAGESIZE:Purainawama}}\n",
      "|-\n",
      "| {{Annotated link|Serixia cebuensis}} || 8 || 6.284 || {{PAGESIZE:Serixia cebuensis}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa rjabovi}} || 8 || 10.963 || {{PAGESIZE:Scrobipalpa rjabovi}}\n",
      "|-\n",
      "| {{Annotated link|Tinissa baliomicta}} || 8 || 8.362 || {{PAGESIZE:Tinissa baliomicta}}\n",
      "|-\n",
      "| {{Annotated link|Sparganopseustis flaviciliana}} || 8 || 2.596 || {{PAGESIZE:Sparganopseustis flaviciliana}}\n",
      "|-\n",
      "| {{Annotated link|Hypatima simulacrella}} || 8 || 16.142 || {{PAGESIZE:Hypatima simulacrella}}\n",
      "|-\n",
      "| {{Annotated link|TB10Cs1H3 snoRNA}} || 8 || 1.086 || {{PAGESIZE:TB10Cs1H3 snoRNA}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa marmorella}} || 8 || 0.130 || {{PAGESIZE:Scrobipalpa marmorella}}\n",
      "|-\n",
      "| {{Annotated link|Manitoba Confederation of Regions Party candidates in the 1986 Manitoba provincial election}} || 8 || 10.970 || {{PAGESIZE:Manitoba Confederation of Regions Party candidates in the 1986 Manitoba provincial election}}\n",
      "|-\n",
      "| {{Annotated link|Aethalopteryx grandiplaga}} || 8 || 0.080 || {{PAGESIZE:Aethalopteryx grandiplaga}}\n",
      "|-\n",
      "| {{Annotated link|Clivina muelleri}} || 8 || 12.213 || {{PAGESIZE:Clivina muelleri}}\n",
      "|-\n",
      "| {{Annotated link|Machimia morata}} || 8 || 10.953 || {{PAGESIZE:Machimia morata}}\n",
      "|-\n",
      "| {{Annotated link|Jub Kabud-e Sofla}} || 8 || 4.897 || {{PAGESIZE:Jub Kabud-e Sofla}}\n",
      "|-\n",
      "| {{Annotated link|Epermenia ozodes}} || 8 || 8.871 || {{PAGESIZE:Epermenia ozodes}}\n",
      "|-\n",
      "| {{Annotated link|Mordella flavifrons}} || 8 || 1.977 || {{PAGESIZE:Mordella flavifrons}}\n",
      "|-\n",
      "| {{Annotated link|Garudinodes albofasciata}} || 8 || 8.244 || {{PAGESIZE:Garudinodes albofasciata}}\n",
      "|-\n",
      "| {{Annotated link|Glenea leucomaculata}} || 8 || 0.076 || {{PAGESIZE:Glenea leucomaculata}}\n",
      "|-\n",
      "| {{Annotated link|Stigmella fuscilamina}} || 8 || 10.985 || {{PAGESIZE:Stigmella fuscilamina}}\n",
      "|-\n",
      "| {{Annotated link|Torodora osamensis}} || 8 || 2.578 || {{PAGESIZE:Torodora osamensis}}\n",
      "|-\n",
      "| {{Annotated link|Minuscule 896}} || 8 || 10.149 || {{PAGESIZE:Minuscule 896}}\n",
      "|-\n",
      "| {{Annotated link|Dichomeris doxarcha}} || 8 || 1.948 || {{PAGESIZE:Dichomeris doxarcha}}\n",
      "|-\n",
      "| {{Annotated link|Phaegoptera albimacula}} || 8 || 8.018 || {{PAGESIZE:Phaegoptera albimacula}}\n",
      "|-\n",
      "| {{Annotated link|Timyra temenodes}} || 8 || 0.072 || {{PAGESIZE:Timyra temenodes}}\n",
      "|-\n",
      "| {{Annotated link|Elaphropus dulcis}} || 8 || 1.620 || {{PAGESIZE:Elaphropus dulcis}}\n",
      "|-\n",
      "| {{Annotated link|Kehshur Asgar Babai}} || 8 || 4.925 || {{PAGESIZE:Kehshur Asgar Babai}}\n",
      "|-\n",
      "| {{Annotated link|Macrobathra phernaea}} || 8 || 12.311 || {{PAGESIZE:Macrobathra phernaea}}\n",
      "|-\n",
      "| {{Annotated link|Hyperlais glyceralis}} || 8 || 14.335 || {{PAGESIZE:Hyperlais glyceralis}}\n",
      "|-\n",
      "| {{Annotated link|Stenoplastis carderi}} || 8 || 2.052 || {{PAGESIZE:Stenoplastis carderi}}\n",
      "|-\n",
      "| {{Annotated link|Mavinahatti}} || 8 || 2.564 || {{PAGESIZE:Mavinahatti}}\n",
      "|-\n",
      "| {{Annotated link|Werakonkanda}} || 8 || 4.149 || {{PAGESIZE:Werakonkanda}}\n",
      "|-\n",
      "| {{Annotated link|Shalehdun}} || 8 || 5.096 || {{PAGESIZE:Shalehdun}}\n",
      "|-\n",
      "| {{Annotated link|Serrat Glacier}} || 8 || 9.180 || {{PAGESIZE:Serrat Glacier}}\n",
      "|-\n",
      "| {{Annotated link|Athiasella hami}} || 8 || 1.969 || {{PAGESIZE:Athiasella hami}}\n",
      "|-\n",
      "| {{Annotated link|Manoba argentalis}} || 8 || 8.855 || {{PAGESIZE:Manoba argentalis}}\n",
      "|-\n",
      "| {{Annotated link|H. Mallawathanthre}} || 8 || 4.870 || {{PAGESIZE:H. Mallawathanthre}}\n",
      "|-\n",
      "| {{Annotated link|Betaproteobacteria-1 RNA motif}} || 8 || 10.550 || {{PAGESIZE:Betaproteobacteria-1 RNA motif}}\n",
      "|-\n",
      "| {{Annotated link|Callimetopus nigritarsis}} || 8 || 14.774 || {{PAGESIZE:Callimetopus nigritarsis}}\n",
      "|-\n",
      "| {{Annotated link|Imma euglypta}} || 8 || 1.010 || {{PAGESIZE:Imma euglypta}}\n",
      "|-\n",
      "| {{Annotated link|Clivina froggatti}} || 8 || 4.598 || {{PAGESIZE:Clivina froggatti}}\n",
      "|-\n",
      "| {{Annotated link|Suphisellus vicinus}} || 8 || 10.749 || {{PAGESIZE:Suphisellus vicinus}}\n",
      "|-\n",
      "| {{Annotated link|Sumatratarda diehlii}} || 8 || 7.730 || {{PAGESIZE:Sumatratarda diehlii}}\n",
      "|-\n",
      "| {{Annotated link|Langsdorfia rufescens}} || 8 || 4.823 || {{PAGESIZE:Langsdorfia rufescens}}\n",
      "|-\n",
      "| {{Annotated link|Holophaea melita}} || 8 || 0.480 || {{PAGESIZE:Holophaea melita}}\n",
      "|-\n",
      "| {{Annotated link|Tut-e Lashkaran}} || 8 || 10.653 || {{PAGESIZE:Tut-e Lashkaran}}\n",
      "|-\n",
      "| {{Annotated link|Neotomoxia castaneroides}} || 8 || 6.681 || {{PAGESIZE:Neotomoxia castaneroides}}\n",
      "|-\n",
      "| {{Annotated link|Mecyclothorax najtae}} || 8 || 8.183 || {{PAGESIZE:Mecyclothorax najtae}}\n",
      "|-\n",
      "| {{Annotated link|C17H19N5O6S2}} || 8 || 7.731 || {{PAGESIZE:C17H19N5O6S2}}\n",
      "|-\n",
      "| {{Annotated link|Drymodromia reducta}} || 8 || 2.367 || {{PAGESIZE:Drymodromia reducta}}\n",
      "|-\n",
      "| {{Annotated link|Glipa quiquefasciata}} || 8 || 9.334 || {{PAGESIZE:Glipa quiquefasciata}}\n",
      "|-\n",
      "| {{Annotated link|Hyposmocoma spurcata}} || 8 || 1.035 || {{PAGESIZE:Hyposmocoma spurcata}}\n",
      "|-\n",
      "| {{Annotated link|Electraglaia contracta}} || 8 || 9.814 || {{PAGESIZE:Electraglaia contracta}}\n",
      "|-\n",
      "| {{Annotated link|Cameraria leucothorax}} || 8 || 10.778 || {{PAGESIZE:Cameraria leucothorax}}\n",
      "|-\n",
      "| {{Annotated link|Udea scoparialis}} || 8 || 2.380 || {{PAGESIZE:Udea scoparialis}}\n",
      "|-\n",
      "| {{Annotated link|Megachile santaremensis}} || 8 || 14.500 || {{PAGESIZE:Megachile santaremensis}}\n",
      "|-\n",
      "| {{Annotated link|Mordella tijucaensis}} || 8 || 6.526 || {{PAGESIZE:Mordella tijucaensis}}\n",
      "|-\n",
      "| {{Annotated link|Paracles pallidivena}} || 8 || 6.547 || {{PAGESIZE:Paracles pallidivena}}\n",
      "|-\n",
      "| {{Annotated link|Hilarigona obscurata}} || 8 || 9.462 || {{PAGESIZE:Hilarigona obscurata}}\n",
      "|-\n",
      "| {{Annotated link|Falsotragiscus holdhausi}} || 8 || 6.668 || {{PAGESIZE:Falsotragiscus holdhausi}}\n",
      "|-\n",
      "| {{Annotated link|Syllepte tenebrosalis}} || 8 || 1.745 || {{PAGESIZE:Syllepte tenebrosalis}}\n",
      "|-\n",
      "| {{Annotated link|Trachydora porphyrescens}} || 8 || 0.499 || {{PAGESIZE:Trachydora porphyrescens}}\n",
      "|-\n",
      "| {{Annotated link|Vexillum monsecourorum}} || 8 || 5.006 || {{PAGESIZE:Vexillum monsecourorum}}\n",
      "|-\n",
      "| {{Annotated link|Roswell J. Morgan}} || 8 || 10.692 || {{PAGESIZE:Roswell J. Morgan}}\n",
      "|-\n",
      "| {{Annotated link|Kurkaj}} || 8 || 1.110 || {{PAGESIZE:Kurkaj}}\n",
      "|-\n",
      "| {{Annotated link|Sørgårdhaugen}} || 8 || 2.652 || {{PAGESIZE:Sørgårdhaugen}}\n",
      "|-\n",
      "| {{Annotated link|Tahalpitiya}} || 8 || 10.702 || {{PAGESIZE:Tahalpitiya}}\n",
      "|-\n",
      "| {{Annotated link|Damias quadripuncta}} || 8 || 4.026 || {{PAGESIZE:Damias quadripuncta}}\n",
      "|-\n",
      "| {{Annotated link|Persicoptila mimochora}} || 8 || 16.279 || {{PAGESIZE:Persicoptila mimochora}}\n",
      "|-\n",
      "| {{Annotated link|Chrysendeton bronachalis}} || 8 || 5.025 || {{PAGESIZE:Chrysendeton bronachalis}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa occulta}} || 8 || 6.605 || {{PAGESIZE:Scrobipalpa occulta}}\n",
      "|-\n",
      "| {{Annotated link|Ethmia autoschista}} || 8 || 4.474 || {{PAGESIZE:Ethmia autoschista}}\n",
      "|-\n",
      "| {{Annotated link|Eupogonius nigrinus}} || 8 || 0.791 || {{PAGESIZE:Eupogonius nigrinus}}\n",
      "|-\n",
      "| {{Annotated link|Sthenias tonkineus}} || 8 || 2.320 || {{PAGESIZE:Sthenias tonkineus}}\n",
      "|-\n",
      "| {{Annotated link|Pyncostola fuscofascia}} || 8 || 4.042 || {{PAGESIZE:Pyncostola fuscofascia}}\n",
      "|-\n",
      "| {{Annotated link|Metzneria expositoi}} || 8 || 2.324 || {{PAGESIZE:Metzneria expositoi}}\n",
      "|-\n",
      "| {{Annotated link|Euxesta riojana}} || 8 || 0.504 || {{PAGESIZE:Euxesta riojana}}\n",
      "|-\n",
      "| {{Annotated link|AIBA African Olympic Boxing Qualifying Tournament 2008 – Heavyweight}} || 8 || 7.124 || {{PAGESIZE:AIBA African Olympic Boxing Qualifying Tournament 2008 – Heavyweight}}\n",
      "|-\n",
      "| {{Annotated link|Crocanthes epitherma}} || 8 || 4.015 || {{PAGESIZE:Crocanthes epitherma}}\n",
      "|-\n",
      "| {{Annotated link|Harpalus lama}} || 8 || 14.571 || {{PAGESIZE:Harpalus lama}}\n",
      "|-\n",
      "| {{Annotated link|Torodora niphotricha}} || 8 || 2.393 || {{PAGESIZE:Torodora niphotricha}}\n",
      "|-\n",
      "| {{Annotated link|Hyposmocoma nephelodes}} || 8 || 12.628 || {{PAGESIZE:Hyposmocoma nephelodes}}\n",
      "|-\n",
      "| {{Annotated link|Xylergates lacteus}} || 8 || 10.636 || {{PAGESIZE:Xylergates lacteus}}\n",
      "|-\n",
      "| {{Annotated link|Haimbachia indistinctalis}} || 8 || 4.949 || {{PAGESIZE:Haimbachia indistinctalis}}\n",
      "|-\n",
      "| {{Annotated link|Mimolaia annulata}} || 8 || 6.766 || {{PAGESIZE:Mimolaia annulata}}\n",
      "|-\n",
      "| {{Annotated link|Stenoptilodes heppneri}} || 8 || 4.856 || {{PAGESIZE:Stenoptilodes heppneri}}\n",
      "|-\n",
      "| {{Annotated link|Megachile corduvensis}} || 8 || 6.768 || {{PAGESIZE:Megachile corduvensis}}\n",
      "|-\n",
      "| {{Annotated link|Megachile sudanica}} || 8 || 5.062 || {{PAGESIZE:Megachile sudanica}}\n",
      "|-\n",
      "| {{Annotated link|Ethmia timberlakei}} || 8 || 2.126 || {{PAGESIZE:Ethmia timberlakei}}\n",
      "|-\n",
      "| {{Annotated link|Neurocossus pinratanai}} || 8 || 2.110 || {{PAGESIZE:Neurocossus pinratanai}}\n",
      "|-\n",
      "| {{Annotated link|Leucanopsis maccessoya}} || 8 || 15.061 || {{PAGESIZE:Leucanopsis maccessoya}}\n",
      "|-\n",
      "| {{Annotated link|Zeh Badi}} || 8 || 1.685 || {{PAGESIZE:Zeh Badi}}\n",
      "|-\n",
      "| {{Annotated link|Harknessiella}} || 8 || 6.453 || {{PAGESIZE:Harknessiella}}\n",
      "|-\n",
      "| {{Annotated link|Camkin}} || 8 || 2.103 || {{PAGESIZE:Camkin}}\n",
      "|-\n",
      "| {{Annotated link|Homonoea samarana}} || 8 || 12.072 || {{PAGESIZE:Homonoea samarana}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa burmanni}} || 8 || 2.096 || {{PAGESIZE:Scrobipalpa burmanni}}\n",
      "|-\n",
      "| {{Annotated link|IMPDH RNA motif}} || 8 || 8.347 || {{PAGESIZE:IMPDH RNA motif}}\n",
      "|-\n",
      "| {{Annotated link|Gnorimoschema foliatum}} || 8 || 9.343 || {{PAGESIZE:Gnorimoschema foliatum}}\n",
      "|-\n",
      "| {{Annotated link|Trichozygocera freyi}} || 8 || 14.987 || {{PAGESIZE:Trichozygocera freyi}}\n",
      "|-\n",
      "| {{Annotated link|Trigonoptera tesselata}} || 8 || 5.072 || {{PAGESIZE:Trigonoptera tesselata}}\n",
      "|-\n",
      "| {{Annotated link|Noctulizeria}} || 8 || 7.183 || {{PAGESIZE:Noctulizeria}}\n",
      "|-\n",
      "| {{Annotated link|Podvolochye}} || 8 || 1.116 || {{PAGESIZE:Podvolochye}}\n",
      "|-\n",
      "| {{Annotated link|Lemyra biseriata}} || 8 || 13.049 || {{PAGESIZE:Lemyra biseriata}}\n",
      "|-\n",
      "| {{Annotated link|Malgassesia rufithorax}} || 8 || 1.833 || {{PAGESIZE:Malgassesia rufithorax}}\n",
      "|-\n",
      "| {{Annotated link|Chrysoprasis melanostetha}} || 8 || 2.141 || {{PAGESIZE:Chrysoprasis melanostetha}}\n",
      "|-\n",
      "| {{Annotated link|Ornativalva misma}} || 8 || 15.130 || {{PAGESIZE:Ornativalva misma}}\n",
      "|-\n",
      "| {{Annotated link|McGuire Branch}} || 8 || 1.816 || {{PAGESIZE:McGuire Branch}}\n",
      "|-\n",
      "| {{Annotated link|Labdia aprepes}} || 8 || 1.041 || {{PAGESIZE:Labdia aprepes}}\n",
      "|-\n",
      "| {{Annotated link|Tetragonoderus lacordairei}} || 8 || 2.194 || {{PAGESIZE:Tetragonoderus lacordairei}}\n",
      "|-\n",
      "| {{Annotated link|Eurysacca tenebrosa}} || 8 || 6.496 || {{PAGESIZE:Eurysacca tenebrosa}}\n",
      "|-\n",
      "| {{Annotated link|Kotchevnik schablyai}} || 8 || 8.890 || {{PAGESIZE:Kotchevnik schablyai}}\n",
      "|-\n",
      "| {{Annotated link|Actinochaetopteryx nudinerva}} || 8 || 0.464 || {{PAGESIZE:Actinochaetopteryx nudinerva}}\n",
      "|-\n",
      "| {{Annotated link|Macrobathra galenaea}} || 8 || 0.464 || {{PAGESIZE:Macrobathra galenaea}}\n",
      "|-\n",
      "| {{Annotated link|Somabrachys holli}} || 8 || 7.176 || {{PAGESIZE:Somabrachys holli}}\n",
      "|-\n",
      "| {{Annotated link|2014–15 ISU Speed Skating World Cup – World Cup 7 – Men's mass start}} || 8 || 6.730 || {{PAGESIZE:2014–15 ISU Speed Skating World Cup – World Cup 7 – Men's mass start}}\n",
      "|-\n",
      "| {{Annotated link|Isophrictis dietziella}} || 8 || 7.047 || {{PAGESIZE:Isophrictis dietziella}}\n",
      "|-\n",
      "| {{Annotated link|Labdia eumelaena}} || 8 || 2.160 || {{PAGESIZE:Labdia eumelaena}}\n",
      "|-\n",
      "| {{Annotated link|Diplocalyptis triangulifera}} || 8 || 4.082 || {{PAGESIZE:Diplocalyptis triangulifera}}\n",
      "|-\n",
      "| {{Annotated link|Krakor district}} || 8 || 10.592 || {{PAGESIZE:Krakor district}}\n",
      "|-\n",
      "| {{Annotated link|Diastophya albisetosa}} || 8 || 16.255 || {{PAGESIZE:Diastophya albisetosa}}\n",
      "|-\n",
      "| {{Annotated link|Idalus luteorosea}} || 8 || 10.583 || {{PAGESIZE:Idalus luteorosea}}\n",
      "|-\n",
      "| {{Annotated link|Shenin Hoseyn}} || 8 || 0.994 || {{PAGESIZE:Shenin Hoseyn}}\n",
      "|-\n",
      "| {{Annotated link|Glyphidocera indocilis}} || 8 || 9.199 || {{PAGESIZE:Glyphidocera indocilis}}\n",
      "|-\n",
      "| {{Annotated link|Galleridia}} || 8 || 10.835 || {{PAGESIZE:Galleridia}}\n",
      "|-\n",
      "| {{Annotated link|Entedonastichus}} || 8 || 0.450 || {{PAGESIZE:Entedonastichus}}\n",
      "|-\n",
      "| {{Annotated link|Eois polycyma}} || 8 || 4.411 || {{PAGESIZE:Eois polycyma}}\n",
      "|-\n",
      "| {{Annotated link|Lacinipolia sharonae}} || 8 || 0.401 || {{PAGESIZE:Lacinipolia sharonae}}\n",
      "|-\n",
      "| {{Annotated link|Tinissa philippinensis}} || 8 || 7.751 || {{PAGESIZE:Tinissa philippinensis}}\n",
      "|-\n",
      "| {{Annotated link|EuroNanoForum 2009}} || 8 || 3.054 || {{PAGESIZE:EuroNanoForum 2009}}\n",
      "|-\n",
      "| {{Annotated link|Damias coeruleomarginata}} || 8 || 5.367 || {{PAGESIZE:Damias coeruleomarginata}}\n",
      "|-\n",
      "| {{Annotated link|Cameraria mediodorsella}} || 8 || 12.538 || {{PAGESIZE:Cameraria mediodorsella}}\n",
      "|-\n",
      "| {{Annotated link|Tetragonoderus bastardi}} || 8 || 10.001 || {{PAGESIZE:Tetragonoderus bastardi}}\n",
      "|-\n",
      "| {{Annotated link|Phytoecia annulata}} || 8 || 5.581 || {{PAGESIZE:Phytoecia annulata}}\n",
      "|-\n",
      "| {{Annotated link|Dindicodes euclidiaria}} || 8 || 7.416 || {{PAGESIZE:Dindicodes euclidiaria}}\n",
      "|-\n",
      "| {{Annotated link|Ugia serrilinea}} || 8 || 5.893 || {{PAGESIZE:Ugia serrilinea}}\n",
      "|-\n",
      "| {{Annotated link|Tomoxia binotata}} || 8 || 11.903 || {{PAGESIZE:Tomoxia binotata}}\n",
      "|-\n",
      "| {{Annotated link|Macrobathra melanomitra}} || 8 || 3.641 || {{PAGESIZE:Macrobathra melanomitra}}\n",
      "|-\n",
      "| {{Annotated link|Megacraspedus niphodes}} || 8 || 5.880 || {{PAGESIZE:Megacraspedus niphodes}}\n",
      "|-\n",
      "| {{Annotated link|Elaphropus elegans}} || 8 || 3.644 || {{PAGESIZE:Elaphropus elegans}}\n",
      "|-\n",
      "| {{Annotated link|Xylecata biformis}} || 8 || 0.318 || {{PAGESIZE:Xylecata biformis}}\n",
      "|-\n",
      "| {{Annotated link|Cryptolechia zeloxantha}} || 8 || 7.921 || {{PAGESIZE:Cryptolechia zeloxantha}}\n",
      "|-\n",
      "| {{Annotated link|Trichofeltia}} || 8 || 1.422 || {{PAGESIZE:Trichofeltia}}\n",
      "|-\n",
      "| {{Annotated link|Turbonilla garciai}} || 8 || 13.832 || {{PAGESIZE:Turbonilla garciai}}\n",
      "|-\n",
      "| {{Annotated link|Digitosa vulpina}} || 8 || 3.385 || {{PAGESIZE:Digitosa vulpina}}\n",
      "|-\n",
      "| {{Annotated link|Lycomorphodes coccipyga}} || 8 || 3.128 || {{PAGESIZE:Lycomorphodes coccipyga}}\n",
      "|-\n",
      "| {{Annotated link|Eburodacrys truncata}} || 8 || 1.193 || {{PAGESIZE:Eburodacrys truncata}}\n",
      "|-\n",
      "| {{Annotated link|Poimenesperus schoutedeni}} || 8 || 5.611 || {{PAGESIZE:Poimenesperus schoutedeni}}\n",
      "|-\n",
      "| {{Annotated link|Scissurella kaiserae}} || 8 || 0.256 || {{PAGESIZE:Scissurella kaiserae}}\n",
      "|-\n",
      "| {{Annotated link|Euseius coccineae}} || 8 || 7.439 || {{PAGESIZE:Euseius coccineae}}\n",
      "|-\n",
      "| {{Annotated link|Dorcadion heyrovskyi}} || 8 || 3.051 || {{PAGESIZE:Dorcadion heyrovskyi}}\n",
      "|-\n",
      "| {{Annotated link|Falsimargarita atlantoides}} || 8 || 8.483 || {{PAGESIZE:Falsimargarita atlantoides}}\n",
      "|-\n",
      "| {{Annotated link|Limnaecia anisodesma}} || 8 || 1.460 || {{PAGESIZE:Limnaecia anisodesma}}\n",
      "|-\n",
      "| {{Annotated link|Xylecata crassiantennata}} || 8 || 8.943 || {{PAGESIZE:Xylecata crassiantennata}}\n",
      "|-\n",
      "| {{Annotated link|Wildflower Creek}} || 8 || 2.947 || {{PAGESIZE:Wildflower Creek}}\n",
      "|-\n",
      "| {{Annotated link|Harpalus obtusiusculus}} || 8 || 0.849 || {{PAGESIZE:Harpalus obtusiusculus}}\n",
      "|-\n",
      "| {{Annotated link|Marmylaris truncatipennis}} || 8 || 1.509 || {{PAGESIZE:Marmylaris truncatipennis}}\n",
      "|-\n",
      "| {{Annotated link|Athrinacia psephophragma}} || 8 || 1.269 || {{PAGESIZE:Athrinacia psephophragma}}\n",
      "|-\n",
      "| {{Annotated link|Eunebristis gyralea}} || 8 || 2.966 || {{PAGESIZE:Eunebristis gyralea}}\n",
      "|-\n",
      "| {{Annotated link|Petrovsky Borki}} || 8 || 15.550 || {{PAGESIZE:Petrovsky Borki}}\n",
      "|-\n",
      "| {{Annotated link|Vimankallu}} || 8 || 0.240 || {{PAGESIZE:Vimankallu}}\n",
      "|-\n",
      "| {{Annotated link|Stomopteryx mongolica}} || 8 || 3.436 || {{PAGESIZE:Stomopteryx mongolica}}\n",
      "|-\n",
      "| {{Annotated link|Harpalus singularis}} || 8 || 0.684 || {{PAGESIZE:Harpalus singularis}}\n",
      "|-\n",
      "| {{Annotated link|Eudonia senecaensis}} || 8 || 3.000 || {{PAGESIZE:Eudonia senecaensis}}\n",
      "|-\n",
      "| {{Annotated link|Hyllisia flavostictica}} || 8 || 7.380 || {{PAGESIZE:Hyllisia flavostictica}}\n",
      "|-\n",
      "| {{Annotated link|Teldenia nivea}} || 8 || 5.229 || {{PAGESIZE:Teldenia nivea}}\n",
      "|-\n",
      "| {{Annotated link|Uda Makuruppe}} || 8 || 8.129 || {{PAGESIZE:Uda Makuruppe}}\n",
      "|-\n",
      "| {{Annotated link|Capitocrassus castaneus}} || 8 || 0.914 || {{PAGESIZE:Capitocrassus castaneus}}\n",
      "|-\n",
      "| {{Annotated link|Hyposmocoma paltodorella}} || 8 || 3.017 || {{PAGESIZE:Hyposmocoma paltodorella}}\n",
      "|-\n",
      "| {{Annotated link|Eilema inducta}} || 8 || 5.569 || {{PAGESIZE:Eilema inducta}}\n",
      "|-\n",
      "| {{Annotated link|Xylotoles scissicauda}} || 8 || 3.017 || {{PAGESIZE:Xylotoles scissicauda}}\n",
      "|-\n",
      "| {{Annotated link|Phaeopyra}} || 8 || 3.020 || {{PAGESIZE:Phaeopyra}}\n",
      "|-\n",
      "| {{Annotated link|Nymphicula kinabaluensis}} || 8 || 3.026 || {{PAGESIZE:Nymphicula kinabaluensis}}\n",
      "|-\n",
      "| {{Annotated link|Poludenovka}} || 8 || 13.917 || {{PAGESIZE:Poludenovka}}\n",
      "|-\n",
      "| {{Annotated link|Meleonoma aridula}} || 8 || 9.092 || {{PAGESIZE:Meleonoma aridula}}\n",
      "|-\n",
      "| {{Annotated link|Hypopta giacomelli}} || 8 || 0.332 || {{PAGESIZE:Hypopta giacomelli}}\n",
      "|-\n",
      "| {{Annotated link|Elusa flammans}} || 8 || 9.772 || {{PAGESIZE:Elusa flammans}}\n",
      "|-\n",
      "| {{Annotated link|Linopyrga pulchra}} || 8 || 0.896 || {{PAGESIZE:Linopyrga pulchra}}\n",
      "|-\n",
      "| {{Annotated link|Palle Talawinna Udagammedda}} || 8 || 13.808 || {{PAGESIZE:Palle Talawinna Udagammedda}}\n",
      "|-\n",
      "| {{Annotated link|Desmiphora compacta}} || 8 || 7.658 || {{PAGESIZE:Desmiphora compacta}}\n",
      "|-\n",
      "| {{Annotated link|Khvodrowgan}} || 8 || 1.359 || {{PAGESIZE:Khvodrowgan}}\n",
      "|-\n",
      "| {{Annotated link|Granulina nofronii}} || 8 || 0.267 || {{PAGESIZE:Granulina nofronii}}\n",
      "|-\n",
      "| {{Annotated link|Tosapusia turriformis}} || 8 || 1.359 || {{PAGESIZE:Tosapusia turriformis}}\n",
      "|-\n",
      "| {{Annotated link|Eriphosoma jacobi}} || 8 || 4.553 || {{PAGESIZE:Eriphosoma jacobi}}\n",
      "|-\n",
      "| {{Annotated link|Hoploscopa obliqua}} || 8 || 0.880 || {{PAGESIZE:Hoploscopa obliqua}}\n",
      "|-\n",
      "| {{Annotated link|Poshtgar-e Shah Babek}} || 8 || 0.284 || {{PAGESIZE:Poshtgar-e Shah Babek}}\n",
      "|-\n",
      "| {{Annotated link|List of Nepalese writers}} || 8 || 15.933 || {{PAGESIZE:List of Nepalese writers}}\n",
      "|-\n",
      "| {{Annotated link|Turriplicifer esperancensis}} || 8 || 7.500 || {{PAGESIZE:Turriplicifer esperancensis}}\n",
      "|-\n",
      "| {{Annotated link|Idalus dilucida}} || 8 || 9.900 || {{PAGESIZE:Idalus dilucida}}\n",
      "|-\n",
      "| {{Annotated link|Scrobipalpa bahai}} || 8 || 3.698 || {{PAGESIZE:Scrobipalpa bahai}}\n",
      "|-\n",
      "| {{Annotated link|Trachydora nomodoxa}} || 8 || 3.273 || {{PAGESIZE:Trachydora nomodoxa}}\n",
      "|-\n",
      "| {{Annotated link|Eralea abludo}} || 8 || 0.277 || {{PAGESIZE:Eralea abludo}}\n",
      "|-\n",
      "| {{Annotated link|Teulisna semibrunnea}} || 8 || 3.309 || {{PAGESIZE:Teulisna semibrunnea}}\n",
      "|-\n",
      "| {{Annotated link|Zelleria orthopleura}} || 8 || 4.369 || {{PAGESIZE:Zelleria orthopleura}}\n",
      "|-\n",
      "| {{Annotated link|John de Braideston}} || 8 || 0.276 || {{PAGESIZE:John de Braideston}}\n",
      "|-\n",
      "| {{Annotated link|Zatrephes fasciola}} || 8 || 7.507 || {{PAGESIZE:Zatrephes fasciola}}\n",
      "|-\n",
      "| {{Annotated link|Eucereon archias}} || 8 || 0.716 || {{PAGESIZE:Eucereon archias}}\n",
      "|-\n",
      "| {{Annotated link|Symphlebia sulphurea}} || 8 || 3.294 || {{PAGESIZE:Symphlebia sulphurea}}\n",
      "|-\n",
      "| {{Annotated link|Kertomesis thyrota}} || 8 || 7.518 || {{PAGESIZE:Kertomesis thyrota}}\n",
      "|-\n",
      "| {{Annotated link|Veslekjølen}} || 8 || 5.319 || {{PAGESIZE:Veslekjølen}}\n",
      "|-\n",
      "| {{Annotated link|Sophronica carissae}} || 8 || 8.833 || {{PAGESIZE:Sophronica carissae}}\n",
      "|-\n",
      "| {{Annotated link|Ischnocampa mundator}} || 8 || 1.297 || {{PAGESIZE:Ischnocampa mundator}}\n",
      "|-\n",
      "| {{Annotated link|Turbonilla pierrelozoueti}} || 8 || 0.884 || {{PAGESIZE:Turbonilla pierrelozoueti}}\n",
      "|-\n",
      "| {{Annotated link|Kul Bazan-e Yek}} || 8 || 0.176 || {{PAGESIZE:Kul Bazan-e Yek}}\n",
      "|-\n",
      "| {{Annotated link|Small nucleolar RNA Me28S-Gm3255}} || 8 || 8.540 || {{PAGESIZE:Small nucleolar RNA Me28S-Gm3255}}\n",
      "|-\n",
      "| {{Annotated link|Filipinmulciber breuningi}} || 8 || 11.569 || {{PAGESIZE:Filipinmulciber breuningi}}\n",
      "|-\n",
      "| {{Annotated link|Propyria criton}} || 8 || 12.524 || {{PAGESIZE:Propyria criton}}\n",
      "|-\n",
      "| {{Annotated link|Hesperaptyxis cinereus}} || 8 || 1.174 || {{PAGESIZE:Hesperaptyxis cinereus}}\n",
      "|-\n",
      "| {{Annotated link|Larixsotis}} || 8 || 7.545 || {{PAGESIZE:Larixsotis}}\n",
      "|-\n",
      "| {{Annotated link|Thylactomimus albolateralis}} || 8 || 1.383 || {{PAGESIZE:Thylactomimus albolateralis}}\n",
      "|-\n",
      "| {{Annotated link|Drycothaea cribrata}} || 8 || 3.339 || {{PAGESIZE:Drycothaea cribrata}}\n",
      "|-\n",
      "| {{Annotated link|Guttigera albicaput}} || 8 || 8.623 || {{PAGESIZE:Guttigera albicaput}}\n",
      "|-\n",
      "| {{Annotated link|Liuhong Lu station}} || 8 || 8.111 || {{PAGESIZE:Liuhong Lu station}}\n",
      "|-\n",
      "| {{Annotated link|Suphisellus simoni}} || 8 || 16.504 || {{PAGESIZE:Suphisellus simoni}}\n",
      "|-\n",
      "| {{Annotated link|Leucotmemis latilinea}} || 8 || 1.382 || {{PAGESIZE:Leucotmemis latilinea}}\n",
      "|-\n",
      "| {{Annotated link|Philbertia alba}} || 8 || 5.648 || {{PAGESIZE:Philbertia alba}}\n",
      "|-\n",
      "| {{Annotated link|Polyacanthia femoralis}} || 8 || 4.552 || {{PAGESIZE:Polyacanthia femoralis}}\n",
      "|-\n",
      "| {{Annotated link|Autosticha chlorodelta}} || 8 || 5.791 || {{PAGESIZE:Autosticha chlorodelta}}\n",
      "|-\n",
      "| {{Annotated link|Siccia minima}} || 8 || 0.265 || {{PAGESIZE:Siccia minima}}\n",
      "|-\n",
      "| {{Annotated link|Triclonella philantha}} || 8 || 11.428 || {{PAGESIZE:Triclonella philantha}}\n",
      "|-\n",
      "| {{Annotated link|Eudonia gracilineata}} || 8 || 3.727 || {{PAGESIZE:Eudonia gracilineata}}\n",
      "|}\n"
     ]
    }
   ],
   "source": [
    "# Maybe better to export as a table?\n",
    "def export_links_list(df):\n",
    "    res = ''\n",
    "    for _, row in df.iterrows():\n",
    "        res += '* [[' + row.page_title.replace('_', ' ') + ']]\\n'\n",
    "    return res\n",
    "\n",
    "def _wiki_row(r, annotate):\n",
    "    title = r['page_title'].replace('_', ' ')\n",
    "    if annotate:\n",
    "        link = r'{{Annotated link|' + title + r'}}'\n",
    "    else:\n",
    "        link = '[[' + title + ']]'\n",
    "    return \"|-\\n| {} || {} || {:.3f} || {}\".format(\n",
    "            link,\n",
    "            r.total,\n",
    "            r.gap * 10**9,\n",
    "            r'{{PAGESIZE:' + title + r'}}',\n",
    "    )\n",
    "\n",
    "\n",
    "def export_table(df, annotate=True):\n",
    "    # TODO: add a note about noise. e.g. Wanshousi station.\n",
    "    preamble = (\"Putative least-viewed mainspace articles (not including disambiguation pages) in 2021. \"\n",
    "                'For ease of reading, the \"Random gap\" column has been multiplied by 1 billion. '\n",
    "                'In other words, they should all be read as being followed by e-9 in [[scientific notation]]. '\n",
    "                'The average random gap value across all articles is about 170 on this scale (i.e. 1.7e-7).\\n\\n'\n",
    "               )\n",
    "    t = preamble + \"\"\"{| class=\"wikitable sortable\"\n",
    "|-\n",
    "! Title !! 2021 views !! Random gap (parts per billion) !! Current size (bytes)\n",
    "\"\"\"\n",
    "    for _, row in df.iterrows():\n",
    "        t += _wiki_row(row, annotate) + '\\n'\n",
    "    t += r'|}'\n",
    "    return t\n",
    "    \n",
    "    \n",
    "\n",
    "n = 500\n",
    "sub = df.sort_values(by='total').head(n)\n",
    "s = export_links(sub)\n",
    "t = export_table(sub)\n",
    "print(t)"
   ]
  }
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