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Makes a tsv of the popularity of all TED talks to date using Postrank, if you have a Postrank API key
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#! /usr/bin/env ruby | |
# good with ruby 1.8.7 | |
# not good: the Postrank key used accepts no more traffic, and Google has since | |
# acquired Postrank, so there currently isn't any way of getting a new one. :-( | |
require 'rubygems' | |
require 'nokogiri' | |
require 'open-uri' | |
require 'digest/md5' | |
require 'fastercsv' | |
require 'json' | |
require 'curb' | |
require 'pp' | |
data = [] | |
page = 1 | |
pages = nil # not known until we've read the first page | |
while !pages || page <= pages | |
# fetch ted talk url => title from each page | |
doc = Nokogiri.parse(open("http://www.ted.com/talks/list/page/#{page}").read) | |
pages = doc.xpath("string(//*[starts-with(.,'Showing page #{page } of ')])") | |
pages = pages.match(/\d+$/)[0].to_i | |
puts "processing page #{page} of #{pages}" | |
talks = doc.search('dd a').inject({}) do |hash,a| | |
url = "http://www.ted.com#{a.attributes['href'].value}" | |
hash[url] = a.attributes['title'].value | |
hash | |
end | |
# fetch postrank metrics data | |
metrics = Curl::Easy.http_post( | |
'http://api.postrank.com/v2/entry/metrics?appkey=TEDdemo', | |
talks.keys.map{|t| "url[]=#{Digest::MD5.hexdigest(t)}"}.join("&")) | |
metrics.perform | |
metrics = JSON.parse(metrics.body_str) | |
if metrics['error'] then | |
puts metrics['error'] | |
exit 1 | |
end | |
talks.keys.each do |url| | |
data.push({ 'title' => talks[url], 'url' => url}. | |
merge(metrics[Digest::MD5.hexdigest(url)])) | |
end | |
end | |
# output a CSV file with the results | |
FasterCSV.open('ted.csv', 'w') do |csv| | |
columns = data.collect{|d| d.keys}.flatten.uniq.sort | |
columns.delete('title') | |
columns.delete('url') | |
csv << ['Title', 'URL', *columns] | |
data.each do |a| | |
csv << [a['title'], a['url'], *columns.map{|c| a[c] || 0}] | |
end | |
end | |
# Blog post: http://blog.postrank.com/2010/05/and-the-most-engaging-ted-talk-is/ | |
# Google spreadsheet data: https://spreadsheets0.google.com/ccc?key=tWri7T3f4Ex6-uVU8i9-FFQ&hl=en |
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