How can I convert an HTML table to CSV?

HtmlCsvHtml Table

Html Problem Overview

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.

Html Solutions

Solution 1 - Html

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...

Solution 2 - Html

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 "http://www.webpagewithtableinit.com/" 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 "http://www.webpagewithtableinit.com/" 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!

Solution 3 - Html

Here's a ruby script that uses nokogiri -- http://nokogiri.rubyforge.org/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.

Solution 4 - Html

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.

Solution 5 - Html

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())

Solution 6 - Html

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.

Solution 7 - Html

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: http://www.kubilayerdogan.net/?p=218

You can edit the file format to .csv here:

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

Solution 8 - Html

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.

Solution 9 - Html

Here a simple solution without any external lib:

https://www.codexworld.com/export-html-table-data-to-csv-using-javascript/

It works for me without any issue

Solution 10 - Html

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.

Solution 11 - Html

here's a few options

http://groups.google.com/group/ruby-talk-google/browse_thread/thread/cfae0aa4b14e5560?hl=nn

http://ouseful.wordpress.com/2008/10/14/data-scraping-wikipedia-with-google-spreadsheets/

https://stackoverflow.com/questions/259091/how-can-i-scrape-an-html-table-to-csv

https://addons.mozilla.org/en-US/firefox/addon/1852

Solution 12 - Html

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

Solution 13 - Html

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( 'http://www.blahblah.site' )->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' );
});

Solution 14 - Html

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!

Solution 15 - Html

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

Solution 16 - Html

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.

Solution 17 - Html

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.

Solution 18 - Html

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

Solution 19 - Html

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"

Solution 20 - Html

you can convert html to csv using libreoffice or sed

libreoffice:

mkdir in out
cp -v *.html in
rename 's/([^.]+).html/$1.xls/g' in/*.html
## 59 is ;
## 44 is ,
libreoffice --convert-to 'csv:Text - txt - csv (StarCalc):59,,0,3' in/*.xls --outdir out

see https://developer-core.blogspot.com/2022/03/preobrazovanie-html-v-csv-ili-obrabotka-html-tablic-v-bash.html

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/$1.csv/g' out/*.html

see https://developer-core.blogspot.com/2022/03/preobrazovanie-html-v-csv-ili-obrabotka-html-tablic-v-bash-v2.html

An example can be found in the online bash "sandbox": https://onlinegdb.com/1oivp0uGm

Solution 21 - Html

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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Solution 15 - HtmlJoshView Answer on Stackoverflow
Solution 16 - HtmlDiego RiveraView Answer on Stackoverflow
Solution 17 - HtmlenharmonicView Answer on Stackoverflow
Solution 18 - HtmlJoshua PinterView Answer on Stackoverflow
Solution 19 - HtmlOsogtustackView Answer on Stackoverflow
Solution 20 - HtmlSergey ZakharovView Answer on Stackoverflow
Solution 21 - HtmlBenjamin W.View Answer on Stackoverflow