Extracting multiple table data using python and beautiful soup - python

<div class="row margin_30">
<div class="col-md-12 col-sm-12 col-xs-12 col-lg-12">
<div class="table-responsive table-border-radius">
<table class="table table-hover result-table-new1 " style="margin:0">
<thead class="">
<tr class="">
<th style="text-align:center;">Pl</th>
<th>H.No</th>
<th>Horse/Pedigree</th>
<th>Desc</th>
<th>Trainer</th>
<th>Jockey</th>
<th>Wt</th>
<th>Al</th>
<th>Dr</th>
<th>Sh</th>
<th>Won By</th>
<th>Dist Win</th>
<th>Rtg</th>
<th>Odds</th>
<th>Time</th>
</tr>
</thead>
<tbody class="">
<tr class="dividend_tr" >
<td>1 </td>
<td style="text-align: center;">7 </td>
<td class="race_card_td"><h5 style="font-size:16px">
<a href="http://www.indiarace.com/Home/horseStatistics/55234/SILKEN
STRIKER">
SILKEN STRIKER </a></h5>
<h6 class="margin_remove">Sussex(GB)-Flying Rani </h6>
</td>
<td>
4y b g </td>
<td>
Irfan Ghatala </td>
<td>
Anjar Alam </td>
<td>
56 </td>
<td>
- </td>
<td>
6 </td>
<td>
A </td>
<td>
5 1/2 </td>
<td>
</td>
<td>
12 </td>
<td>
</td>
<td>
1:14.57 </td>
</tr>
<tr class="dividend_tr" >
<td>
2 </td>
<td style="text-align: center;">
5 </td>
<td class="race_card_td">
<h5 style="font-size:16px">
<a href="http://www.indiarace.com/Home/horseStatistics/55737/ULTIMATE
POWER">
ULTIMATE POWER </a>
</h5>
<h6 class="margin_remove">
Epicentre(USA)-Methodical </h6>
</td>
<td>
4y b g </td>
<td>
V Lokanath </td>
<td>
Darshan R N </td>
<td>
57 </td>
<td>
-1 </td>
<td>
3 </td>
<td>
A </td>
<td>
5 </td>
<td>
5.5 </td>
<td>
14 </td>
<td>
</td>
<td>
1:15.47 </td>
</tr>
</tbody>
</table>
</div>
I want the following output using Beautiful soup and want to store it in csv file. The actual page [http://www.indiarace.com/Home/racingCenterEvent?venueId=3&event_date=2018-08-10&race_type=RESULTS] has multiple tables and many rows. Also, I need to write a function to get data from different pages.
[Result][1]
[1]: https://i.stack.imgur.com/4LYt8.jpg
Any help would be greatful.


It's pretty simple you need find all tables then iterate tr and td as per your requirement. You can use pandas to save the scraped data. i have parse the tables for you (the rest you have to do)...check the code below.
import requests
from bs4 import BeautifulSoup
url = 'http://www.indiarace.com/Home/racingCenterEvent?venueId=3&event_date=2018-08-10&race_type=RESULTS'
html = requests.get(url)
soup = BeautifulSoup(html.content, 'html.parser')
table = soup.find_all('table', attrs={
'class':'result-table-new1'})
for i in table:
tr = i.find_all('tr')
for td in tr:
print(td.text.replace('\n', ' '))

Related

BeautifulSoup: How to parse an un-id'ed list of TDs in table

Using bs4 I'm able to use soup.find_all() to find each of the s for the table. HTML is below.
However, how do I efficiently access specific columns within each ? Say I only want the 1st, 3rd and 5th column.
In other words, is there a way to so something similar to "date = row.td[1]" or "price_low = row.td[3]" etc?
Thanks.
<tr class="cmc-table-row" style="display:table-row">
<td class="cmc-table__cell cmc-table__cell--sticky cmc-table__cell--left">
<div class="">Dec 23, 2019</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,508.90</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,656.18</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,326.19</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,355.63</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">27,831,788,041</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">133,275,709,111</div>
</td>
</tr>

from bs4 import BeautifulSoup
html = """<tr class="cmc-table-row" style="display:table-row">
<td class="cmc-table__cell cmc-table__cell--sticky cmc-table__cell--left">
<div class="">Dec 23, 2019</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,508.90</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,656.18</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,326.19</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">7,355.63</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">27,831,788,041</div>
</td>
<td class="cmc-table__cell cmc-table__cell--right">
<div class="">133,275,709,111</div>
</td>
</tr>
"""
soup = BeautifulSoup(html, 'html.parser')
for item in soup.findAll("div", {'class': ''})[0:5:2]:
print(item.text)
output:
Dec 23, 2019
7,656.18
7,355.63

Get the table(only values) from two different tables?

I want to get or select data from two different tables with same class.I tried getting it from 'soup.find_all' but formatting the data is getting tough.
There are two tables with same class. I need to get only values(not label) from the tables.
TABLE 1:
<div class="bh_collapsible-body" style="display: none;">
<table border="0" cellpadding="2" cellspacing="2" class="prop-list">
<tbody>
<tr>
<td class="item">
<table>
<tbody>
<tr>
<td class="label">Rim Material</td>
<td class="value">Alloy</td>
</tr>
</tbody>
</table>
</td>
<td class="item">
<table>
<tbody>
<tr>
<td class="label">Front Tyre Description</td>
<td class="value">215/55 R16</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td class="item">
<table>
<tbody>
<tr>
<td class="label">Front Rim Description</td>
<td class="value">16x7.0</td>
</tr>
</tbody>
</table>
</td>
<td class="item">
<table>
<tbody>
<tr>
<td class="label">Rear Tyre Description</td>
<td class="value">215/55 R16</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td class="item">
<table>
<tbody>
<tr>
<td class="label">Rear Rim Description</td>
<td class="value">16x7.0</td>
</tr>
</tbody>
</table>
</td>
<td></td>
</tr>
</tbody>
</table>
</div>
</div>
TABLE 2:
<div class="bh_collapsible-body" style="display: none;">
<table border="0" cellpadding="2" cellspacing="2" class="prop-list">
<tbody>
<tr>
<td class="item">
<table>
<tbody>
<tr>
<td class="label">Steering</td>
<td class="value">Rack and Pinion</td>
</tr>
</tbody>
</table>
</td>
<td></td>
</tr>
</tbody>
</table>
</div>
</div>
What i have tried:
I tried getting the first table contents from Xpath but its giving with both values and labels.
table1 = driver.find_element_by_xpath("//*[#id='features']/div/div[5]/div[2]/div[1]/div[1]/div/div[2]/table/tbody/tr[1]/td[1]/table/tbody/tr/td[2]")
I tried to split the data but not succeeded

I think you are looking for CSS selector tr:not(:has(tr)), this will select the inner-most <tr>:
from bs4 import BeautifulSoup
soup = BeautifulSoup(data, 'html.parser') # the variable data contains string for Table1 and Table2 in your question
rows = []
for tr in soup.select('tr:not(:has(tr))'):
rows.append([td.get_text(strip=True) for td in tr.select('td')])
for row in zip(*rows):
print(''.join('{: ^25}'.format(d) for d in row))
Prints:
Rim Material Front Tyre Description Front Rim Description Rear Tyre Description Rear Rim Description Steering
Alloy 215/55 R16 16x7.0 215/55 R16 16x7.0 Rack and Pinion
The variable rows contains:
[['Rim Material', 'Alloy'],
['Front Tyre Description', '215/55 R16'],
['Front Rim Description', '16x7.0'],
['Rear Tyre Description', '215/55 R16'],
['Rear Rim Description', '16x7.0'],
['Steering', 'Rack and Pinion']]
Further reading:
CSS Selectors Reference
EDIT: Changed to CSS Selector to tr:not(:has(tr))

Extracting certain values from a row if a cell meets a certain condition

I have this HTML file which was obtained from a website that has financial data.
<table class="tableFile2" summary="Results">
<tr>
<td nowrap="nowrap">
13F-HR
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-05-15
</td>
<td nowrap="nowrap">
<a href="URL">
028-10098
</a>
<br/>
19827821
</td>
</tr>
<tr class="blueRow">
<td nowrap="nowrap">
13F-HR
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-14
</td>
<td nowrap="nowrap">
<a href="URL">
028-10098
</a>
<br/>
19606811
</td>
</tr>
<tr>
<td nowrap="nowrap">
SC 13G/A
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-13
</td>
<td>
</td>
</tr>
<tr class="blueRow">
<td nowrap="nowrap">
SC 13G/A
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-13
</td>
<td>
</td>
</tr>
<tr>
<td nowrap="nowrap">
SC 13G/A
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-13
</td>
<td>
</td>
</tr>
</table>
I am trying to extract only rows where one of the cells contains the word 13F. Once I get the correct rows, I want to be able to save the date and the href into a list for later processing. Currently I managed to build my scraper to successfully locate a specific table, but I am having trouble filtering specific rows based off of my criteria. Currently when I try to add a conditional it seems to ignore it and continue to include rows all rows.
r = requests.get(url)
soup = BeautifulSoup(open("data/testHTML.html"), 'html.parser')
table = soup.find('table', {"class": "tableFile2"})
rows = table.findChildren("tr")
for row in rows:
cell = row.findNext("td")
if cell.text.find('13F'):
print(row)
Ideally I am trying to get an output similar to this
[13F-HR, URL, 2019-05-15],[13F-HR, URL, 2019-02-14]

Use regular expression re to find the text of cell.
from bs4 import BeautifulSoup
import re
data='''<table class="tableFile2" summary="Results">
<tr>
<td nowrap="nowrap">
13F-HR
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-05-15
</td>
<td nowrap="nowrap">
<a href="URL">
028-10098
</a>
<br/>
19827821
</td>
</tr>
<tr class="blueRow">
<td nowrap="nowrap">
13F-HR
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-14
</td>
<td nowrap="nowrap">
<a href="URL">
028-10098
</a>
<br/>
19606811
</td>
</tr>
<tr>
<td nowrap="nowrap">
SC 13G/A
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-13
</td>
<td>
</td>
</tr>
<tr class="blueRow">
<td nowrap="nowrap">
SC 13G/A
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-13
</td>
<td>
</td>
</tr>
<tr>
<td nowrap="nowrap">
SC 13G/A
</td>
<td nowrap="nowrap">
<a href="URL" id="documentsbutton">
Documents
</a>
</td>
<td>
2019-02-13
</td>
<td>
</td>
</tr>
</table>'''
soup=BeautifulSoup(data,'html.parser')
table = soup.find('table', {"class": "tableFile2"})
rows=table.find_all('tr')
final_items=[]
for row in rows:
items = []
cell=row.find('td',text=re.compile('13F'))
if cell:
items.append(cell.text.strip())
items.append(cell.find_next('a')['href'])
items.append(cell.find_next('a').find_next('td').text.strip())
final_items.append(items)
print(final_items)
Output:
[['13F-HR', 'URL', '2019-05-15'], ['13F-HR', 'URL', '2019-02-14']]

Optimized solution:
...
for tr in soup.select('table.tableFile2 tr'):
tds = tr.findChildren('td')
if '13F' in tds[0].text:
print([td.text.strip() for td in tds[:3]])
The output:
['13F-HR', 'Documents', '2019-05-15']
['13F-HR', 'Documents', '2019-02-14']

Remove text outside of tags with bs4

I want to delete the text Página consultada el: but I don't know how because it's outside any tag.
I've tried with this but nothing changes:
for b in soup.find('br'):
if( b.nextSibling == 'Página consultada el:'):
b.nextSibling.replaceWith('')
if(b.previousSibling == 'Página consultada el:'):
b.previousSibling.replaceWith('')
This is the html of the part I want to remove:
<br/>
<br/>Página consultada el:
<br/>
<strong>27/01/2018 21:42:14</strong>
Whole html:
<html xmlns="http://www.w3.org/1999/xhtml">
<body><strong></strong>
<center><strong></strong>
<br/><br/><br/><br/>
<center>
</center>
<table border="1" cellpadding="0" cellspacing="0" style="width:400px">
<tbody>
<tr>
<td align="CENTER">
<p>Turno: Matutino</p>
</td>
<td align="CENTER"> Grupo: 401 </td>
</tr>
<tr>
<td align="CENTER" colspan="2">
<p>Profesor tutor: <br/> MONICA OSORNIO PEREZ.</p>
</td>
</tr>
</tbody>
</table>
<br/><br/>
<table border="1" cellpadding="0" cellspacing="0" style="width:1000px">
<tbody>
<tr>
<td align="CENTER" style="width:70px;">
<p>Hora:</p>
</td>
<td align="CENTER" style="width:186px;">Lunes </td>
<td align="CENTER" style="width:186px;">Martes </td>
<td align="CENTER" style="width:186px;">Miércoles </td>
<td align="CENTER" style="width:186px;">Jueves </td>
<td align="CENTER" style="width:186px;">Viernes </td>
</tr>
<tr>
<td align="CENTER">
<p>7:00<br/>a<br/>7:50</p>
</td>
<td align="CENTER">
<p> ORI.EDU.IV(A): A204<br/></p>
</td>
<td align="CENTER">
<p> MATEMAT. IV B108<br/></p>
</td>
<td align="CENTER">
<p> LENG. ESP. B108<br/></p>
</td>
<td align="CENTER">
<p> MATEMAT. IV B108<br/></p>
</td>
<td align="CENTER">
<p> MATEMAT. IV B108<br/></p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>7:50<br/>a<br/>8:40</p>
</td>
<td align="CENTER">
<p> INGLES IV(B): C303<br/>INGLES IV(A): C304<br/></p>
</td>
<td align="CENTER">
<p> MATEMAT. IV B108<br/></p>
</td>
<td align="CENTER">
<p> INGLES IV(B): C303<br/>INGLES IV(A): C304<br/></p>
</td>
<td align="CENTER">
<p> MATEMAT. IV B108<br/></p>
</td>
<td align="CENTER">
<p> INGLES IV(B): C303<br/>INGLES IV(A): C304<br/></p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>8:40<br/>a<br/>9:30</p>
</td>
<td align="CENTER">
<p> LENG. ESP. B108<br/></p>
</td>
<td align="CENTER">
<p> INFORMATICA CC2 <br/></p>
</td>
<td align="CENTER">
<p> HISTORIA III B116<br/></p>
</td>
<td align="CENTER">
<p> ORI.EDU.IV(B): A205<br/></p>
</td>
<td align="CENTER">
<p> DIBUJO II(A): B-8 <br/>DIBUJO II(B): C101<br/></p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>9:30<br/>a<br/>10:20</p>
</td>
<td align="CENTER">
<p> LENG. ESP. B108<br/></p>
</td>
<td align="CENTER">
<p> GEOGRAFIA A102<br/></p>
</td>
<td align="CENTER">
<p> FISICA III A303<br/></p>
</td>
<td align="CENTER">
<p> GEOGRAFIA A102<br/></p>
</td>
<td align="CENTER">
<p> DIBUJO II(A): B-8 <br/>DIBUJO II(B): C101<br/></p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>10:20<br/>a<br/>11:10</p>
</td>
<td align="CENTER">
<p> HISTORIA III B108<br/></p>
</td>
<td align="CENTER">
<p> INFORMATICA B108<br/></p>
</td>
<td align="CENTER">
<p> FISICA III A303<br/></p>
</td>
<td align="CENTER">
<p> FISICA III LACE<br/></p>
</td>
<td align="CENTER">
<p> </p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>11:10<br/>a<br/>12:00</p>
</td>
<td align="CENTER">
<p> LOGICA B108<br/></p>
</td>
<td align="CENTER">
<p> LENG. ESP. B108<br/></p>
</td>
<td align="CENTER">
<p> GEOGRAFIA A103<br/></p>
</td>
<td align="CENTER">
<p> FISICA III LACE<br/></p>
</td>
<td align="CENTER">
<p> LOGICA B108<br/></p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>12:00<br/>a<br/>12:50</p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> LENG. ESP. B108<br/></p>
</td>
<td align="CENTER">
<p> LOGICA B108<br/></p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> HISTORIA III B108<br/></p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>12:50<br/>a<br/>13:40</p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>13:40<br/>a<br/>14:30</p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> ED FISICA IV GIM <br/></p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
</tr>
<tr>
<td align="CENTER">
<p>14:30<br/>a<br/>15:20</p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
<td align="CENTER">
<p> </p>
</td>
</tr>
</tbody>
</table><br/>
<table border="1" cellpadding="0" cellspacing="0" style="width:1000px">
<tbody>
<tr>
<td style="width:165px;">
<p>Asignatura:</p>
</td>
<td style="width:335px;">Nombre del Profesor:</td>
<td style="width:165px;">Asignatura:</td>
<td style="width:335px;">Nombre del Profesor:</td>
</tr>
<tr>
<td>
<p>ORI.EDU.IV(A):</p>
</td>
<td>BECERRA ALCANTARA IVONNE </td>
<td>
<p>INGLES IV(B):</p>
</td>
<td>CARRILLO SANCHEZ JACOBO </td>
</tr>
<tr>
<td>
<p>LENG. ESP.</p>
</td>
<td>ESTRADA GASCA SCARLETT </td>
<td>
<p>FISICA III</p>
</td>
<td>FLORES FLORES ANA </td>
</tr>
<tr>
<td>
<p>HISTORIA III</p>
</td>
<td>GONZALEZ GARCIA ANGELICA ARACELI </td>
<td>
<p>DIBUJO II(A):</p>
</td>
<td>JIMENEZ GENCHI ERIKA PAOLA </td>
</tr>
<tr>
<td>
<p>LOGICA</p>
</td>
<td>NAVARRO LOZANO JULIANA V. </td>
<td>
<p>MATEMAT. IV</p>
</td>
<td>OLVERA PE¥A ALEJANDRO </td>
</tr>
<tr>
<td>
<p>GEOGRAFIA</p>
</td>
<td>OSORNIO PEREZ MONICA </td>
<td>
<p>ORI.EDU.IV(B):</p>
</td>
<td>PINEDA VALLEJO MARIA GABRIELA </td>
</tr>
<tr>
<td>
<p>INGLES IV(A):</p>
</td>
<td>REYES CRUZ KIMBERLY </td>
<td>
<p>ED FISICA IV</p>
</td>
<td>SANCHEZ LUGO EDGARDO JAIME </td>
</tr>
<tr>
<td>
<p>INFORMATICA</p>
</td>
<td>SOTOMAYOR GUERRA JUAN CARLOS </td>
<td>
<p>DIBUJO II(B):</p>
</td>
<td>VILLANUEVA VILCHIS MONICA EDITH </td>
</tr>
<tr>
<td>
<p></p>
</td>
<td></td>
<td>
<p></p>
</td>
<td></td>
</tr>
</tbody>
</table>
<br/><br/>Página consultada el:<br/><strong>27/01/2018 21:42:14</strong>
</center>
</body>
</html>

This might accomplish what you need:
html = re.sub(r'</table>\n<br/><br/>.+<br/>', '</table>\n<br/><br/><br/>', html)
That removes the text "Página consultada el:" from html.

beautiful soup get children that are Tags (not Navigable Strings) from a Tag

Beautiful soup documentation provides attributes .contents and .children to access the children of a given tag (a list and an iterable respectively), and includes both Navigable Strings and Tags. I want only the children of type Tag.
I'm currently accomplishing this using list comprehension:
rows=[x for x in table.tbody.children if type(x)==bs4.element.Tag]
but I'm wondering if there is a better/more pythonic/built-in way to get just Tag children.

thanks to J.F.Sebastian , the following will work:
rows=table.tbody.find_all(True, recursive=False)
Documentation here: http://www.crummy.com/software/BeautifulSoup/bs4/doc/#true
In my case, I needed actual rows in the table, so I ended up using the following, which is more precise and I think more readable:
rows=table.tbody.find_all('tr')
Again, docs: http://www.crummy.com/software/BeautifulSoup/bs4/doc/#navigating-using-tag-names
I believe this is a better way than iterating through all the children of a Tag.
Worked with the following input:
<table cellspacing="0" cellpadding="0">
<thead>
<tr class="title-row">
<th class="title" colspan="100">
<div style="position:relative;">
President
<span class="pct-rpt">
99% reporting
</span>
</div>
</th>
</tr>
<tr class="header-row">
<th class="photo first">
</th>
<th class="candidate ">
Candidate
</th>
<th class="party ">
Party
</th>
<th class="votes ">
Votes
</th>
<th class="pct ">
Pct.
</th>
<th class="change ">
Change from ‘08
</th>
<th class="evotes last">
Electoral Votes
</th>
</tr>
</thead>
<tbody>
<tr class="">
<td class="photo first">
<div class="photo_wrap"><img alt="P-barack-obama" height="48" src="http://i1.nyt.com/projects/assets/election_2012/images/candidate_photos/election_night/p-barack-obama.jpg?1352320690" width="68" /></div>
</td>
<td class="candidate ">
<div class="winner dem"><img alt="Hp-checkmark#2x" height="9" src="http://i1.nyt.com/projects/assets/election_2012/images/swatches/hp-checkmark#2x.png?1352320690" width="10" />Barack Obama</div>
</td>
<td class="party ">
Dem.
</td>
<td class="votes ">
2,916,811
</td>
<td class="pct ">
57.3%
</td>
<td class="change ">
-4.6%
</td>
<td class="evotes last">
20
</td>
</tr>
<tr class="">
<td class="photo first">
</td>
<td class="candidate ">
<div class="not-winner">Mitt Romney</div>
</td>
<td class="party ">
Rep.
</td>
<td class="votes ">
2,090,116
</td>
<td class="pct ">
41.1%
</td>
<td class="change ">
+4.3%
</td>
<td class="evotes last">
0
</td>
</tr>
<tr class="">
<td class="photo first">
</td>
<td class="candidate ">
<div class="not-winner">Gary Johnson</div>
</td>
<td class="party ">
Lib.
</td>
<td class="votes ">
54,798
</td>
<td class="pct ">
1.1%
</td>
<td class="change ">
–
</td>
<td class="evotes last">
0
</td>
</tr>
<tr class="last-row">
<td class="photo first">
</td>
<td class="candidate ">
div class="not-winner">Jill Stein</div>
</td>
<td class="party ">
Green
</td>
<td class="votes ">
29,336
</td>
<td class="pct ">
0.6%
</td>
<td class="change ">
–
</td>
<td class="evotes last">
0
</td>
</tr>
<tr>
<td class="footer" colspan="100">
President Map |
President Big Board |
Exit Polls
</td>
</tr>
</tbody>
</table>

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