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davidshinn/scrape_html_with_pandas.ipynb

Created August 4, 2015 16:16
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scrape_html_with_pandas.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"leaderboard = pd.read_html(io='https://www.kaggle.com/c/liberty-mutual-group-property-inspection-prediction/leaderboard',\n",
" match='Team Name',\n",
" header=0)[0]"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>#</th>\n",
" <th>Δ1w</th>\n",
" <th>Team Name * in the money</th>\n",
" <th>Score</th>\n",
" <th>Entries</th>\n",
" <th>Last Submission UTC (Best − Last Submission)</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>↑4</td>\n",
" <td>Detroit Hustles Harder *</td>\n",
" <td>0.393438</td>\n",
" <td>145</td>\n",
" <td>Tue, 04 Aug 2015 03:40:03 (-36.3h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>↑180</td>\n",
" <td>SteveKane *</td>\n",
" <td>0.393398</td>\n",
" <td>91</td>\n",
" <td>Tue, 04 Aug 2015 00:07:25 (-2.8d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3</td>\n",
" <td>—</td>\n",
" <td>Davut &amp; Owen * Davut Polat Owen</td>\n",
" <td>0.393080</td>\n",
" <td>96</td>\n",
" <td>Sun, 02 Aug 2015 03:10:25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>4</td>\n",
" <td>↓2</td>\n",
" <td>Dmitriy &amp; Mary Dmitriy Guller Mary Louie</td>\n",
" <td>0.392865</td>\n",
" <td>82</td>\n",
" <td>Tue, 04 Aug 2015 00:34:29</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5</td>\n",
" <td>↓4</td>\n",
" <td>Justfor</td>\n",
" <td>0.392815</td>\n",
" <td>96</td>\n",
" <td>Tue, 04 Aug 2015 00:24:49 (-24.1h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>6</td>\n",
" <td>—</td>\n",
" <td>Qingchen</td>\n",
" <td>0.392197</td>\n",
" <td>123</td>\n",
" <td>Tue, 04 Aug 2015 09:15:28 (-4.6d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>7</td>\n",
" <td>↑1</td>\n",
" <td>Nicholas Garcia</td>\n",
" <td>0.392175</td>\n",
" <td>133</td>\n",
" <td>Tue, 04 Aug 2015 00:39:04 (-0.5h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>8</td>\n",
" <td>↓4</td>\n",
" <td>We Like BIG Betas JSlocum Patrick Ford</td>\n",
" <td>0.392134</td>\n",
" <td>104</td>\n",
" <td>Sat, 01 Aug 2015 03:58:46 (-2.2d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>9</td>\n",
" <td>↑135</td>\n",
" <td>ikbuzsak</td>\n",
" <td>0.392123</td>\n",
" <td>58</td>\n",
" <td>Tue, 04 Aug 2015 15:25:29 (-0h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>10</td>\n",
" <td>↓3</td>\n",
" <td>An apple a day Shashi Godbole Gauss</td>\n",
" <td>0.391788</td>\n",
" <td>46</td>\n",
" <td>Fri, 31 Jul 2015 17:44:20 (-29.4h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>11</td>\n",
" <td>↑6</td>\n",
" <td>NxGTR</td>\n",
" <td>0.391709</td>\n",
" <td>118</td>\n",
" <td>Mon, 03 Aug 2015 18:09:23</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>12</td>\n",
" <td>↑40</td>\n",
" <td>Arsenal Arsenal yi</td>\n",
" <td>0.391682</td>\n",
" <td>50</td>\n",
" <td>Thu, 30 Jul 2015 03:44:02</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>13</td>\n",
" <td>↑12</td>\n",
" <td>���基地��全�MIKEKIM����...</td>\n",
" <td>0.391591</td>\n",
" <td>50</td>\n",
" <td>Tue, 04 Aug 2015 00:19:49</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>14</td>\n",
" <td>↑12</td>\n",
" <td>Shize &amp; Tuphie Shize Su Tuphie</td>\n",
" <td>0.391572</td>\n",
" <td>77</td>\n",
" <td>Tue, 04 Aug 2015 09:12:28 (-2.9d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>15</td>\n",
" <td>↑640</td>\n",
" <td>Dmitry Vorobyev</td>\n",
" <td>0.391550</td>\n",
" <td>13</td>\n",
" <td>Tue, 04 Aug 2015 07:25:16 (-0.3h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>16</td>\n",
" <td>↑6</td>\n",
" <td>madcap</td>\n",
" <td>0.391536</td>\n",
" <td>79</td>\n",
" <td>Tue, 04 Aug 2015 14:46:01 (-9.1h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>17</td>\n",
" <td>↑279</td>\n",
" <td>MD79</td>\n",
" <td>0.391512</td>\n",
" <td>91</td>\n",
" <td>Tue, 04 Aug 2015 07:44:56 (-0.4h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>18</td>\n",
" <td>↓7</td>\n",
" <td>DL</td>\n",
" <td>0.391480</td>\n",
" <td>45</td>\n",
" <td>Tue, 04 Aug 2015 11:33:24 (-2.1d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>19</td>\n",
" <td>↑5</td>\n",
" <td>click and submit rcarson Xueer Chen</td>\n",
" <td>0.391476</td>\n",
" <td>86</td>\n",
" <td>Tue, 04 Aug 2015 13:52:02 (-0h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>20</td>\n",
" <td>↓10</td>\n",
" <td>Adam W</td>\n",
" <td>0.391469</td>\n",
" <td>114</td>\n",
" <td>Tue, 04 Aug 2015 11:48:06 (-0.1h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>21</td>\n",
" <td>↓12</td>\n",
" <td>Zuger Kirschtorte ÄŒeduljko Timothy Man</td>\n",
" <td>0.391459</td>\n",
" <td>51</td>\n",
" <td>Tue, 04 Aug 2015 10:41:45 (-7.6d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>22</td>\n",
" <td>↑1068</td>\n",
" <td>MillCheck</td>\n",
" <td>0.391450</td>\n",
" <td>23</td>\n",
" <td>Tue, 04 Aug 2015 14:22:22 (-2.4h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>23</td>\n",
" <td>↑557</td>\n",
" <td>la_ouiche</td>\n",
" <td>0.391445</td>\n",
" <td>27</td>\n",
" <td>Tue, 04 Aug 2015 15:40:07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>24</td>\n",
" <td>↑7</td>\n",
" <td>mardhiah</td>\n",
" <td>0.391425</td>\n",
" <td>71</td>\n",
" <td>Sun, 02 Aug 2015 04:48:27 (-23.6h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>25</td>\n",
" <td>↑127</td>\n",
" <td>Miner's Brain</td>\n",
" <td>0.391417</td>\n",
" <td>80</td>\n",
" <td>Tue, 04 Aug 2015 04:58:35 (-3.6d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>26</td>\n",
" <td>↑18</td>\n",
" <td>Konrad Banachewicz</td>\n",
" <td>0.391405</td>\n",
" <td>98</td>\n",
" <td>Sat, 01 Aug 2015 05:23:22 (-0h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>27</td>\n",
" <td>↑63</td>\n",
" <td>Wei Wu</td>\n",
" <td>0.391389</td>\n",
" <td>50</td>\n",
" <td>Mon, 03 Aug 2015 22:04:03 (-2.9d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>28</td>\n",
" <td>↑95</td>\n",
" <td>sweetacidity</td>\n",
" <td>0.391377</td>\n",
" <td>7</td>\n",
" <td>Tue, 04 Aug 2015 03:14:33 (-0.1h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>29</td>\n",
" <td>↓17</td>\n",
" <td>Anton Laptiev</td>\n",
" <td>0.391359</td>\n",
" <td>100</td>\n",
" <td>Tue, 28 Jul 2015 22:56:29 (-46.3h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>30</td>\n",
" <td>↑172</td>\n",
" <td>Maxim Kurnikov</td>\n",
" <td>0.391341</td>\n",
" <td>67</td>\n",
" <td>Tue, 04 Aug 2015 15:42:18 (-5.9d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1619</th>\n",
" <td>1619</td>\n",
" <td>↓280</td>\n",
" <td>Adrianna</td>\n",
" <td>0.000671</td>\n",
" <td>1</td>\n",
" <td>Sun, 12 Jul 2015 22:41:56</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1620</th>\n",
" <td>1620</td>\n",
" <td>new</td>\n",
" <td>Nikos Epitropakis</td>\n",
" <td>0.000564</td>\n",
" <td>1</td>\n",
" <td>Sun, 02 Aug 2015 20:34:39</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1621</th>\n",
" <td>1621</td>\n",
" <td>↓281</td>\n",
" <td>milos</td>\n",
" <td>-0.000313</td>\n",
" <td>1</td>\n",
" <td>Sat, 11 Jul 2015 22:47:51</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1622</th>\n",
" <td>1622</td>\n",
" <td>↓281</td>\n",
" <td>Eugene W.</td>\n",
" <td>-0.001451</td>\n",
" <td>2</td>\n",
" <td>Wed, 15 Jul 2015 02:40:10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1623</th>\n",
" <td>1623</td>\n",
" <td>↓281</td>\n",
" <td>Tuananhkk</td>\n",
" <td>-0.001500</td>\n",
" <td>1</td>\n",
" <td>Mon, 27 Jul 2015 03:58:12</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1624</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>All Zeros Benchmark All Zeros Benchmark</td>\n",
" <td>-0.001897</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1625</th>\n",
" <td>1624</td>\n",
" <td>↓281</td>\n",
" <td>AdeFaps</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Tue, 14 Jul 2015 21:37:05</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1626</th>\n",
" <td>1625</td>\n",
" <td>↓281</td>\n",
" <td>azneye</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Mon, 06 Jul 2015 19:56:09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1627</th>\n",
" <td>1626</td>\n",
" <td>↓281</td>\n",
" <td>Vikram Jha</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Mon, 06 Jul 2015 20:53:46</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1628</th>\n",
" <td>1627</td>\n",
" <td>↓281</td>\n",
" <td>mnrl</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Wed, 08 Jul 2015 00:41:19</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1629</th>\n",
" <td>1628</td>\n",
" <td>↓280</td>\n",
" <td>runbotic</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Wed, 08 Jul 2015 16:36:09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1630</th>\n",
" <td>1629</td>\n",
" <td>↓280</td>\n",
" <td>akeskiner</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Mon, 13 Jul 2015 09:18:54</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1631</th>\n",
" <td>1630</td>\n",
" <td>↓280</td>\n",
" <td>Byron Wall</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Wed, 15 Jul 2015 01:10:19</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1632</th>\n",
" <td>1631</td>\n",
" <td>↓280</td>\n",
" <td>cash_FEG</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Wed, 15 Jul 2015 02:02:58</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1633</th>\n",
" <td>1632</td>\n",
" <td>↓280</td>\n",
" <td>GKHI</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Sat, 18 Jul 2015 02:57:02</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1634</th>\n",
" <td>1633</td>\n",
" <td>↓280</td>\n",
" <td>Naveen Sundaresan</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Mon, 20 Jul 2015 07:23:08</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1635</th>\n",
" <td>1634</td>\n",
" <td>↓280</td>\n",
" <td>J. V. King</td>\n",
" <td>-0.001897</td>\n",
" <td>2</td>\n",
" <td>Tue, 21 Jul 2015 06:31:43 (-0.4h)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1636</th>\n",
" <td>1635</td>\n",
" <td>↓280</td>\n",
" <td>ultron</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Thu, 23 Jul 2015 16:49:41</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1637</th>\n",
" <td>1636</td>\n",
" <td>↓280</td>\n",
" <td>Pavan</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Fri, 24 Jul 2015 09:00:25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1638</th>\n",
" <td>1637</td>\n",
" <td>↓280</td>\n",
" <td>:-)</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Fri, 24 Jul 2015 13:05:49</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1639</th>\n",
" <td>1638</td>\n",
" <td>↓279</td>\n",
" <td>Hassan Ghozlan</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Mon, 27 Jul 2015 16:14:45</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1640</th>\n",
" <td>1639</td>\n",
" <td>new</td>\n",
" <td>Inder</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Tue, 28 Jul 2015 17:15:15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1641</th>\n",
" <td>1640</td>\n",
" <td>new</td>\n",
" <td>Can Arel</td>\n",
" <td>-0.001897</td>\n",
" <td>2</td>\n",
" <td>Sun, 02 Aug 2015 12:43:53 (-4.1d)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1642</th>\n",
" <td>1641</td>\n",
" <td>new</td>\n",
" <td>Christopher Thompson</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Fri, 31 Jul 2015 01:41:17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1643</th>\n",
" <td>1642</td>\n",
" <td>new</td>\n",
" <td>mc07</td>\n",
" <td>-0.001897</td>\n",
" <td>1</td>\n",
" <td>Fri, 31 Jul 2015 23:08:50</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1644</th>\n",
" <td>1643</td>\n",
" <td>new</td>\n",
" <td>Evan Miller</td>\n",
" <td>-0.002038</td>\n",
" <td>1</td>\n",
" <td>Wed, 29 Jul 2015 09:36:59</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1645</th>\n",
" <td>1644</td>\n",
" <td>new</td>\n",
" <td>Ashfaq Khan</td>\n",
" <td>-0.002383</td>\n",
" <td>3</td>\n",
" <td>Fri, 31 Jul 2015 22:05:10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1646</th>\n",
" <td>1645</td>\n",
" <td>new</td>\n",
" <td>Tom</td>\n",
" <td>-0.007735</td>\n",
" <td>1</td>\n",
" <td>Fri, 31 Jul 2015 22:17:07</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1647</th>\n",
" <td>1646</td>\n",
" <td>↓285</td>\n",
" <td>Raphael de Moraes Dutenkefer</td>\n",
" <td>-0.018483</td>\n",
" <td>1</td>\n",
" <td>Tue, 14 Jul 2015 20:26:09</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1648</th>\n",
" <td>1647</td>\n",
" <td>↓285</td>\n",
" <td>Florin Brad</td>\n",
" <td>-0.031701</td>\n",
" <td>3</td>\n",
" <td>Fri, 24 Jul 2015 14:06:05</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1649 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" # Δ1w Team Name * in the money \\\n",
"0 1 ↑4 Detroit Hustles Harder * \n",
"1 2 ↑180 SteveKane * \n",
"2 3 — Davut & Owen * Davut Polat Owen \n",
"3 4 ↓2 Dmitriy & Mary Dmitriy Guller Mary Louie \n",
"4 5 ↓4 Justfor \n",
"5 6 — Qingchen \n",
"6 7 ↑1 Nicholas Garcia \n",
"7 8 ↓4 We Like BIG Betas JSlocum Patrick Ford \n",
"8 9 ↑135 ikbuzsak \n",
"9 10 ↓3 An apple a day Shashi Godbole Gauss \n",
"10 11 ↑6 NxGTR \n",
"11 12 ↑40 Arsenal Arsenal yi \n",
"12 13 ↑12 å�›é�”ã�®åŸºåœ°ã�¯ã€�å…¨ã�¦MIKEKIMã�Œã�„ã�Ÿã� ... \n",
"13 14 ↑12 Shize & Tuphie Shize Su Tuphie \n",
"14 15 ↑640 Dmitry Vorobyev \n",
"15 16 ↑6 madcap \n",
"16 17 ↑279 MD79 \n",
"17 18 ↓7 DL \n",
"18 19 ↑5 click and submit rcarson Xueer Chen \n",
"19 20 ↓10 Adam W \n",
"20 21 ↓12 Zuger Kirschtorte ÄŒeduljko Timothy Man \n",
"21 22 ↑1068 MillCheck \n",
"22 23 ↑557 la_ouiche \n",
"23 24 ↑7 mardhiah \n",
"24 25 ↑127 Miner's Brain \n",
"25 26 ↑18 Konrad Banachewicz \n",
"26 27 ↑63 Wei Wu \n",
"27 28 ↑95 sweetacidity \n",
"28 29 ↓17 Anton Laptiev \n",
"29 30 ↑172 Maxim Kurnikov \n",
"... ... ... ... \n",
"1619 1619 ↓280 Adrianna \n",
"1620 1620 new Nikos Epitropakis \n",
"1621 1621 ↓281 milos \n",
"1622 1622 ↓281 Eugene W. \n",
"1623 1623 ↓281 Tuananhkk \n",
"1624 NaN NaN All Zeros Benchmark All Zeros Benchmark \n",
"1625 1624 ↓281 AdeFaps \n",
"1626 1625 ↓281 azneye \n",
"1627 1626 ↓281 Vikram Jha \n",
"1628 1627 ↓281 mnrl \n",
"1629 1628 ↓280 runbotic \n",
"1630 1629 ↓280 akeskiner \n",
"1631 1630 ↓280 Byron Wall \n",
"1632 1631 ↓280 cash_FEG \n",
"1633 1632 ↓280 GKHI \n",
"1634 1633 ↓280 Naveen Sundaresan \n",
"1635 1634 ↓280 J. V. King \n",
"1636 1635 ↓280 ultron \n",
"1637 1636 ↓280 Pavan \n",
"1638 1637 ↓280 :-) \n",
"1639 1638 ↓279 Hassan Ghozlan \n",
"1640 1639 new Inder \n",
"1641 1640 new Can Arel \n",
"1642 1641 new Christopher Thompson \n",
"1643 1642 new mc07 \n",
"1644 1643 new Evan Miller \n",
"1645 1644 new Ashfaq Khan \n",
"1646 1645 new Tom \n",
"1647 1646 ↓285 Raphael de Moraes Dutenkefer \n",
"1648 1647 ↓285 Florin Brad \n",
"\n",
" Score Entries Last Submission UTC (Best − Last Submission) \n",
"0 0.393438 145 Tue, 04 Aug 2015 03:40:03 (-36.3h) \n",
"1 0.393398 91 Tue, 04 Aug 2015 00:07:25 (-2.8d) \n",
"2 0.393080 96 Sun, 02 Aug 2015 03:10:25 \n",
"3 0.392865 82 Tue, 04 Aug 2015 00:34:29 \n",
"4 0.392815 96 Tue, 04 Aug 2015 00:24:49 (-24.1h) \n",
"5 0.392197 123 Tue, 04 Aug 2015 09:15:28 (-4.6d) \n",
"6 0.392175 133 Tue, 04 Aug 2015 00:39:04 (-0.5h) \n",
"7 0.392134 104 Sat, 01 Aug 2015 03:58:46 (-2.2d) \n",
"8 0.392123 58 Tue, 04 Aug 2015 15:25:29 (-0h) \n",
"9 0.391788 46 Fri, 31 Jul 2015 17:44:20 (-29.4h) \n",
"10 0.391709 118 Mon, 03 Aug 2015 18:09:23 \n",
"11 0.391682 50 Thu, 30 Jul 2015 03:44:02 \n",
"12 0.391591 50 Tue, 04 Aug 2015 00:19:49 \n",
"13 0.391572 77 Tue, 04 Aug 2015 09:12:28 (-2.9d) \n",
"14 0.391550 13 Tue, 04 Aug 2015 07:25:16 (-0.3h) \n",
"15 0.391536 79 Tue, 04 Aug 2015 14:46:01 (-9.1h) \n",
"16 0.391512 91 Tue, 04 Aug 2015 07:44:56 (-0.4h) \n",
"17 0.391480 45 Tue, 04 Aug 2015 11:33:24 (-2.1d) \n",
"18 0.391476 86 Tue, 04 Aug 2015 13:52:02 (-0h) \n",
"19 0.391469 114 Tue, 04 Aug 2015 11:48:06 (-0.1h) \n",
"20 0.391459 51 Tue, 04 Aug 2015 10:41:45 (-7.6d) \n",
"21 0.391450 23 Tue, 04 Aug 2015 14:22:22 (-2.4h) \n",
"22 0.391445 27 Tue, 04 Aug 2015 15:40:07 \n",
"23 0.391425 71 Sun, 02 Aug 2015 04:48:27 (-23.6h) \n",
"24 0.391417 80 Tue, 04 Aug 2015 04:58:35 (-3.6d) \n",
"25 0.391405 98 Sat, 01 Aug 2015 05:23:22 (-0h) \n",
"26 0.391389 50 Mon, 03 Aug 2015 22:04:03 (-2.9d) \n",
"27 0.391377 7 Tue, 04 Aug 2015 03:14:33 (-0.1h) \n",
"28 0.391359 100 Tue, 28 Jul 2015 22:56:29 (-46.3h) \n",
"29 0.391341 67 Tue, 04 Aug 2015 15:42:18 (-5.9d) \n",
"... ... ... ... \n",
"1619 0.000671 1 Sun, 12 Jul 2015 22:41:56 \n",
"1620 0.000564 1 Sun, 02 Aug 2015 20:34:39 \n",
"1621 -0.000313 1 Sat, 11 Jul 2015 22:47:51 \n",
"1622 -0.001451 2 Wed, 15 Jul 2015 02:40:10 \n",
"1623 -0.001500 1 Mon, 27 Jul 2015 03:58:12 \n",
"1624 -0.001897 NaN NaN \n",
"1625 -0.001897 1 Tue, 14 Jul 2015 21:37:05 \n",
"1626 -0.001897 1 Mon, 06 Jul 2015 19:56:09 \n",
"1627 -0.001897 1 Mon, 06 Jul 2015 20:53:46 \n",
"1628 -0.001897 1 Wed, 08 Jul 2015 00:41:19 \n",
"1629 -0.001897 1 Wed, 08 Jul 2015 16:36:09 \n",
"1630 -0.001897 1 Mon, 13 Jul 2015 09:18:54 \n",
"1631 -0.001897 1 Wed, 15 Jul 2015 01:10:19 \n",
"1632 -0.001897 1 Wed, 15 Jul 2015 02:02:58 \n",
"1633 -0.001897 1 Sat, 18 Jul 2015 02:57:02 \n",
"1634 -0.001897 1 Mon, 20 Jul 2015 07:23:08 \n",
"1635 -0.001897 2 Tue, 21 Jul 2015 06:31:43 (-0.4h) \n",
"1636 -0.001897 1 Thu, 23 Jul 2015 16:49:41 \n",
"1637 -0.001897 1 Fri, 24 Jul 2015 09:00:25 \n",
"1638 -0.001897 1 Fri, 24 Jul 2015 13:05:49 \n",
"1639 -0.001897 1 Mon, 27 Jul 2015 16:14:45 \n",
"1640 -0.001897 1 Tue, 28 Jul 2015 17:15:15 \n",
"1641 -0.001897 2 Sun, 02 Aug 2015 12:43:53 (-4.1d) \n",
"1642 -0.001897 1 Fri, 31 Jul 2015 01:41:17 \n",
"1643 -0.001897 1 Fri, 31 Jul 2015 23:08:50 \n",
"1644 -0.002038 1 Wed, 29 Jul 2015 09:36:59 \n",
"1645 -0.002383 3 Fri, 31 Jul 2015 22:05:10 \n",
"1646 -0.007735 1 Fri, 31 Jul 2015 22:17:07 \n",
"1647 -0.018483 1 Tue, 14 Jul 2015 20:26:09 \n",
"1648 -0.031701 3 Fri, 24 Jul 2015 14:06:05 \n",
"\n",
"[1649 rows x 6 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"leaderboard"
]
}
],
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