How do I convert the contents of an HTML table (<table>) to CSV format? Is there a library or linux program that does this? This is similar to copy tables in Internet Explorer, and pasting them into Excel.

1

21 Answers

This method is not really a library OR a program, but for ad hoc conversions you can

• put the HTML for a table in a text file called something.xls
• open it with a spreadsheet
• save it as CSV.

I know this works with Excel, and I believe I've done it with the OpenOffice spreadsheet.

But you probably would prefer a Perl or Ruby script...

6

Sorry for resurrecting an ancient thread, but I recently wanted to do this, but I wanted a 100% portable bash script to do it. So here's my solution using only grep and sed.

The below was bashed out very quickly, and so could be made much more elegant, but I'm just getting started really with sed/awk etc...

curl "" 2>/dev/null | grep -i -e '</\?TABLE\|</\?TD\|</\?TR\|</\?TH' | sed 's/^[\ \t]*//g' | tr -d '\n' | sed 's/<\/TR[^>]*>/\n/Ig' | sed 's/<\/\?\(TABLE\|TR\)[^>]*>//Ig' | sed 's/^<T[DH][^>]*>\|<\/\?T[DH][^>]*>$//Ig' | sed 's/<\/T[DH][^>]*><T[DH][^>]*>/,/Ig'

As you can see I've got the page source using curl, but you could just as easily feed in the table source from elsewhere.

Here's the explanation:

Get the Contents of the URL using cURL, dump stderr to null (no progress meter)

curl "" 2>/dev/null 

.

I only want Table elements (return only lines with TABLE,TR,TH,TD tags)

| grep -i -e '</\?TABLE\|</\?TD\|</\?TR\|</\?TH'

.

Remove any Whitespace at the beginning of the line.

| sed 's/^[\ \t]*//g' 

.

Remove newlines

| tr -d '\n\r' 

.

Replace </TR> with newline

| sed 's/<\/TR[^>]*>/\n/Ig' 

.

Remove TABLE and TR tags

| sed 's/<\/\?\(TABLE\|TR\)[^>]*>//Ig' 

.

Remove ^<TD>, ^<TH>, </TD>$, </TH>$

| sed 's/^<T[DH][^>]*>\|<\/\?T[DH][^>]*>$//Ig' 

.

Replace </TD><TD> with comma

| sed 's/<\/T[DH][^>]*><T[DH][^>]*>/,/Ig'

.

Note that if any of the table cells contain commas, you may need to escape them first, or use a different delimiter.

Hope this helps someone!

4

Here's a ruby script that uses nokogiri --

require 'nokogiri'
doc = Nokogiri::HTML(table_string)
doc.xpath('//table//tr').each do |row| row.xpath('td').each do |cell| print '"', cell.text.gsub("\n", ' ').gsub('"', '\"').gsub(/(\s){2,}/m, '\1'), "\", " end print "\n"
end

Worked for my basic test case.

2

Just to add to these answers (as i've recently been attempting a similar thing) - if Google spreadsheets is your spreadsheeting program of choice. Simply do these two things.

1. Strip everything out of your html file around the Table opening/closing tags and resave it as another html file.

2. Import that html file directly into google spreadsheets and you'll have your information beautifully imported (Top tip: if you used inline styles in your table, they will be imported as well!)

Saved me loads of time and figuring out different conversions.

1

Here's a short Python program I wrote to complete this task. It was written in a couple of minutes, so it can probably be made better. Not sure how it'll handle nested tables (probably it'll do bad stuff) or multiple tables (probably they'll just appear one after another). It doesn't handle colspan or rowspan. Enjoy.

from HTMLParser import HTMLParser
import sys
import re
class HTMLTableParser(HTMLParser): def __init__(self, row_delim="\n", cell_delim="\t"): HTMLParser.__init__(self) self.despace_re = re.compile(r'\s+') self.data_interrupt = False self.first_row = True self.first_cell = True self.in_cell = False self.row_delim = row_delim self.cell_delim = cell_delim def handle_starttag(self, tag, attrs): self.data_interrupt = True if tag == "table": self.first_row = True self.first_cell = True elif tag == "tr": if not self.first_row: sys.stdout.write(self.row_delim) self.first_row = False self.first_cell = True self.data_interrupt = False elif tag == "td" or tag == "th": if not self.first_cell: sys.stdout.write(self.cell_delim) self.first_cell = False self.data_interrupt = False self.in_cell = True def handle_endtag(self, tag): self.data_interrupt = True if tag == "td" or tag == "th": self.in_cell = False def handle_data(self, data): if self.in_cell: #if self.data_interrupt: # sys.stdout.write(" ") sys.stdout.write(self.despace_re.sub(' ', data).strip()) self.data_interrupt = False
parser = HTMLTableParser()
parser.feed(sys.stdin.read()) 

2

I'm not sure if there is pre-made library for this, but if you're willing to get your hands dirty with a little Perl, you could likely do something with Text::CSV and HTML::Parser.

0

Assuming that you've designed an HTML page containing a table, I would recommend this solution. Worked like charm for me:

$(document).ready(() => { $("#buttonExport").click(e => { // Getting values of current time for generating the file name const dateTime = new Date(); const day = dateTime.getDate(); const month = dateTime.getMonth() + 1; const year = dateTime.getFullYear(); const hour = dateTime.getHours(); const minute = dateTime.getMinutes(); const postfix = `${day}.${month}.${year}_${hour}.${minute}`; // Creating a temporary HTML link element (they support setting file names) const downloadElement = document.createElement('a'); // Getting data from our `div` that contains the HTML table const dataType = 'data:application/vnd.ms-excel'; const tableDiv = document.getElementById('divData'); const tableHTML = tableDiv.outerHTML.replace(/ /g, '%20'); // Setting the download source downloadElement.href = `${dataType},${tableHTML}`; // Setting the file name downloadElement.download = `exported_table_${postfix}.xls`; // Trigger the download downloadElement.click(); // Just in case, prevent default behaviour e.preventDefault(); });
});

Courtesy:

You can edit the file format to .csv here:

downloadElement.download = `exported_table_${postfix}.csv`;

1

With Perl you can use the HTML::TableExtract module to extract the data from the table and then use Text::CSV_XS to create a CSV file or Spreadsheet::WriteExcel to create an Excel file.

Here a simple solution without any external lib:

It works for me without any issue

Based on audiodude's answer, but simplified by using the built-in CSV library

require 'nokogiri'
require 'csv'
doc = Nokogiri::HTML(table_string)
csv = CSV.open("output.csv", 'w')
doc.xpath('//table//tr').each do |row| tarray = [] #temporary array row.xpath('td').each do |cell| tarray << cell.text #Build array of that row of data. end csv << tarray #Write that row out to csv file
end
csv.close

I did wonder if there was any way to take the Nokogiri NodeSet (row.xpath('td')) and write this out as an array to the csv file in one step. But I could only figure out doing it by iterating over each cell and building the temporary array of each cell's content.

here's a few options

How can I scrape an HTML table to CSV?

0

This is a very old thread, but may be someone like me will bump into it. I have made some additions for the audiodude's script to read the html from file instead adding it to the code, and another parameter that controls printing of the header lines.

the script should be run like that

ruby <script_name> <file_name> [<print_headers>]

the code is:

require 'nokogiri'
print_header_lines = ARGV[1]
File.open(ARGV[0]) do |f| table_string=f doc = Nokogiri::HTML(table_string) doc.xpath('//table//tr').each do |row| if print_header_lines row.xpath('th').each do |cell| print '"', cell.text.gsub("\n", ' ').gsub('"', '\"').gsub(/(\s){2,}/m, '\1'), "\", " end end row.xpath('td').each do |cell| print '"', cell.text.gsub("\n", ' ').gsub('"', '\"').gsub(/(\s){2,}/m, '\1'), "\", " end print "\n" end
end

OpenOffice.org can view HTML tables. Simply use the open command on the HTML file, or select and copy the table in your browser and then Paste Special in OpenOffice.org. It will query you for the file type, one of which should be HTML. Select that and voila!

Here's an updated version of Yuvai's answer, which properly handles fields that require quoting (i.e. fields that contain commas in the data, double quotes, or span multiple lines)

#!/usr/bin/env python3
from html.parser import HTMLParser
import sys
import re
class HTMLTableParser(HTMLParser): def __init__(self, row_delim="\n", cell_delim=","): HTMLParser.__init__(self) self.despace_re = re.compile("\s+") self.data_interrupt = False self.first_row = True self.first_cell = True self.in_cell = False self.row_delim = row_delim self.cell_delim = cell_delim self.quote_buffer = False self.buffer = None def handle_starttag(self, tag, attrs): self.data_interrupt = True if tag == "table": self.first_row = True self.first_cell = True elif tag == "tr": if not self.first_row: sys.stdout.write(self.row_delim) self.first_row = False self.first_cell = True self.data_interrupt = False elif tag == "td" or tag == "th": if not self.first_cell: sys.stdout.write(self.cell_delim) self.first_cell = False self.data_interrupt = False self.in_cell = True elif tag == "br": self.quote_buffer = True self.buffer += self.row_delim def handle_endtag(self, tag): self.data_interrupt = True if tag == "td" or tag == "th": self.in_cell = False if self.buffer != None: # Quote if needed... if self.quote_buffer or self.cell_delim in self.buffer or "\"" in self.buffer: # Need to quote! First, replace all double-quotes with quad-quotes self.buffer = self.buffer.replace("\"", "\"\"") self.buffer = "\"{0}\"".format(self.buffer) sys.stdout.write(self.buffer) self.quote_buffer = False self.buffer = None def handle_data(self, data): if self.in_cell: #if self.data_interrupt: # sys.stdout.write(" ") if self.buffer == None: self.buffer = "" self.buffer += self.despace_re.sub(" ", data).strip() self.data_interrupt = False
parser = HTMLTableParser()
parser.feed(sys.stdin.read())

One enhancement for this script could be to add support for specifying a different line delimiter (or auto-calculate the platform-correct one), and a different column delimiter.

Here's the approach I took using only tr and sed:

< table.txt tr -d '\n' |
sed -e 's/<tr[^>]*>/\n/g' -e 's/<[^>]*t[dh]>/,/g' -e 's/<[^>]*>//g'

Explanation

• tr -d '\n' delete newlines
• 's/<tr[^>]*>/\n/g' convert tr tags into newlines to break data into table rows
• 's/<[^>]*t[dh]>/,/g' convert closing td/th tags into commas
• 's/<[^>]*>//g' delete all other html tags

Sample input
(from an Outlook email that attempted to render an HTML table using MsoNormal):

<table class=3D"MsoNormalTable" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" width=3D"420" style=3D"width:315.0pt;border-collapse:collapse">
<tbody>
<tr style=3D"height:15.0pt">
<td width=3D"107" nowrap=3D"" style=3D"width:80.0pt;padding:0in 0in 0in 0in;height:15.0pt">
</td>
<td width=3D"107" nowrap=3D"" valign=3D"bottom" style=3D"width:80.0pt;padding:0in 0in 0in 0in;height:15.0pt">
</td>
<td width=3D"64" nowrap=3D"" valign=3D"bottom" style=3D"width:48.0pt;padding:0in 0in 0in 0in;height:15.0pt">
</td>
<td width=3D"79" nowrap=3D"" valign=3D"bottom" style=3D"width:59.0pt;padding:0in 0in 0in 0in;height:15.0pt">
</td>
<td width=3D"64" nowrap=3D"" valign=3D"bottom" style=3D"width:48.0pt;padding:0in 0in 0in 0in;height:15.0pt">
</td>
</tr>
<tr style=3D"height:6.75pt">
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:6.75pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:6.75pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:6.75pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:6.75pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:6.75pt"></td>
</tr>
<tr style=3D"height:15.0pt">
<td nowrap=3D"" valign=3D"bottom" style=3D"border:solid windowtext 1.0pt;padding:0in 0in 0in 0in;height:15.0pt">
<p class=3D"MsoNormal" align=3D"center" style=3D"text-align:center"><b><span style=3D"color:black">ID</span></b><b><span style=3D"color:black"><o:p></o:p></span></b></p>
</td>
<td nowrap=3D"" valign=3D"bottom" style=3D"border:solid windowtext 1.0pt;border-left:none;padding:0in 0in 0in 0in;height:15.0pt">
<p class=3D"MsoNormal" align=3D"center" style=3D"text-align:center"><b><span style=3D"color:black">Price<o:p></o:p></span></b></p>
</td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
</tr>
<tr style=3D"height:15.0pt">
<td nowrap=3D"" valign=3D"bottom" style=3D"border:solid windowtext 1.0pt;border-top:none;padding:0in 0in 0in 0in;height:15.0pt">
<p class=3D"MsoNormal" align=3D"center" style=3D"text-align:center"><span style=3D"color:black">064159Q</span><span style=3D"color:black"><o:p></o:p></span></p>
</td>
<td nowrap=3D"" valign=3D"bottom" style=3D"border-top:none;border-left:none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1.0pt;padding:0in 0in 0in 0in;height:15.0pt">
<p class=3D"MsoNormal" align=3D"center" style=3D"text-align:center"><span style=3D"color:black">121.85<o:p></o:p></span></p>
</td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
</tr>
<tr style=3D"height:15.0pt">
<td nowrap=3D"" valign=3D"bottom" style=3D"border:solid windowtext 1.0pt;border-top:none;padding:0in 0in 0in 0in;height:15.0pt">
<p class=3D"MsoNormal" align=3D"center" style=3D"text-align:center"><span style=3D"color:black">2420128</span><span style=3D"color:black"><o:p></o:p></span></p>
</td>
<td nowrap=3D"" valign=3D"bottom" style=3D"border-top:none;border-left:none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1.0pt;padding:0in 0in 0in 0in;height:15.0pt">
<p class=3D"MsoNormal" align=3D"center" style=3D"text-align:center"><span style=3D"color:black">10.00<o:p></o:p></span></p>
</td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
<td nowrap=3D"" valign=3D"bottom" style=3D"padding:0in 0in 0in 0in;height:15.0pt"></td>
</tr>
</tbody>
</table>

Sample output

,,,,,
,,,,,
ID,Price,,,,
064159Q,121.85,,,,
2420128,10.00,,,,

See Non-greedy regex matching in sed for a discussion of the approach.

1

This is based on atomicules' answer but more succinct and also processes th (header) cells as well as td cells. I also added the strip method to get rid of the extra whitespaces.

CSV.open("output.csv", 'w') do |csv| doc.xpath('//table//tr').each do |row| csv << row.xpath('th|td').map {|cell| cell.text.strip} end
end

Wrapping the code inside the CSV block ensures that the file will be closed properly.

---

If you just want the text and don't need to write it to a file, you can use this:

doc.xpath('//table//tr').inject('') do |result, row| result << row.xpath('th|td').map {|cell| cell.text.strip}.to_csv
end

Here is an example using pQuery and Spreadsheet::WriteExcel:

use strict;
use warnings;
use Spreadsheet::WriteExcel;
use pQuery;
my $workbook = Spreadsheet::WriteExcel->new( 'data.xls' );
my $sheet = $workbook->add_worksheet;
my $row = 0;
pQuery( ' )->find( 'tr' )->each( sub{ my $col = 0; pQuery( $_ )->find( 'td' )->each( sub{ $sheet->write( $row, $col++, $_->innerHTML ); }); $row++;
});
$workbook->close;

The example simply extracts all tr tags that it finds into an excel file. You can easily tailor it to pick up specific table or even trigger a new excel file per table tag.

Further things to consider:

• You may want to pick up td tags to create excel header(s).
• And you may have issues with rowspan & colspan.

To see if rowspan or colspan is being used you can:

pQuery( $data )->find( 'td' )->each( sub{ my $number_of_cols_spanned = $_->getAttribute( 'colspan' );
});

Read HTML File and Use Ruby's CSV and nokogiri to Output to .csv.

Based on @audiodude's answer but modified in the following ways:

• Reads from a file to get the HTML. This is handy for long HTML tables, but easily modified to just use a static String if your HTML table is small.
• Uses CSV's built-in library for converting an Array into a CSV row.
• Outputs to a .csv file instead of just printing to STDOUT.
• Gets both the table headers (th) and the table body (td).

# Convert HTML table to CSV format.
require "nokogiri"
html_file_path = ""
html_string = File.read( html_file_path )
doc = Nokogiri::HTML( html_string )
CSV.open( Rails.root.join( Time.zone.now.to_s( :file ) + ".csv" ), "wb" ) do |csv| doc.xpath( "//table//tr" ).each do |row| csv << row.xpath( "th|td" ).collect( &:text ).collect( &:strip ) end
end

Depending on what you need you can simply:

var table ='';var selector='#customers';
document.querySelectorAll(`${selector} tr th`).forEach(h=>table+=`${h.innerText.trim()};`);table=table.trim();table+='\r\n';
document.querySelectorAll(`${selector} tr`).forEach(tr=>{tr.querySelectorAll('td').forEach(td=>table+=`${td.innerText.trim()};`);table+='\r\n';});

change "selector" to target your table and after executing "table" will have the contents of your csv

aditionally you can:

var a = document.createElement('a');a.href=`data:text/csv;base64,${btoa(table)}`;a.download="table.csv";a.click();

to download the contents of "table"

you can convert html to csv using libreoffice or sed

libreoffice:

mkdir in out
cp -v *.html in
rename 's/([^.]+).html/$ in/*.html
## 59 is ;
## 44 is ,
libreoffice --convert-to 'csv:Text - txt - csv (StarCalc):59,,0,3' in/*.xls --outdir out

see

or sed:

mkdir out
cp -v *.html out
sed -i ':a;N;$!ba s/<html.\+<table[^>]\+>//Ig s#\s*</td>\s*</tr>\s*<tr>\s*<td>\s*#\n#Ig s#\s*</td>\s*<td>\s*#;#Ig s/<[^>]\+>//g;s/\s\{2,\}//g' out/*.html
rename 's/([^.]+).html/$ out/*.html

see

An example can be found in the online bash "sandbox":

Here's a method that uses pup and jq.

Assuming that infile.html contains one <table> element, we can select its rows using pup, and convert to JSON:

pup 'table tr json{}' --file infile.html

This returns an array of objects, with a children array for each row. For an example with a header row, two data rows, and three columns:

[ { "children": [ { "tag": "th", "text": "ID" }, { "tag": "th", "text": "First name" }, { "tag": "th", "text": "Last name" } ], "tag": "tr" }, { "children": [ { "tag": "td", "text": "123" }, { "tag": "td", "text": "Anna" }, { "tag": "td", "text": "Alphabet" } ], "tag": "tr" }, { "children": [ { "tag": "td", "text": "456" }, { "tag": "td", "text": "Brandon" }, { "tag": "td", "text": "Betazoid" } ], "tag": "tr" }
]

To convert that to CSV, we can use jq (see snippet):

pup 'table tr json{}' --file infile.html \ | jq --raw-output 'map(.children | map(.text))[] | @csv'

resulting in

"ID","First name","Last name"
"123","Anna","Alphabet"
"456","Brandon","Betazoid"

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