Created
November 21, 2016 17:47
-
-
Save zackster/0e45d24314c8d4dcca44a7da0b61f159 to your computer and use it in GitHub Desktop.
Zidisha growth charts
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
require 'open-uri' | |
require 'nokogiri' | |
require 'groupdate' | |
require 'gruff' | |
nok = Nokogiri(open("https://www.zidisha.org/reports/loans-funded")) | |
countries = nok.search("select[name='country']").search('option').map{|x|[x.children.text, x.attributes['value'].value.to_sym]}.reject{|x|x.first.blank?} | |
countries.each do |country, code| | |
begin | |
nok = Nokogiri(open("https://www.zidisha.org/reports/loans-funded?fromDate=10%2F17%2F2010&toDate=10%2F23%2F2020&country=#{code.to_s}&newBorrowersOnly=on&Submit=Submit")) | |
puts "Grabbed data for #{country}" | |
user_rows = nok.search('tr')[1..-1].map{|tr| tr.search('td').map{|x|x.text} } | |
graph_data = user_rows.group_by_week{|u| Date.parse(u[3]) }.map{|k,v| [k,v.size]} | |
g = Gruff::Line.new(1600) | |
g.title = "#{country} Growth" | |
g.marker_font_size = 8 | |
g.dot_radius = 2 | |
graph_labels = {} | |
i = 0 | |
line_frequency = (graph_data.size / 10).ceil | |
if line_frequency.zero? | |
line_frequency = 1 | |
end | |
graph_data.each_with_index do |arr,idx| | |
if idx % line_frequency == 0 | |
graph_labels[i] = arr.first.strftime("%b %d %Y") | |
else | |
graph_labels[i] = nil | |
end | |
i+=1 | |
end | |
g.labels = graph_labels | |
g.data(country.to_sym, graph_data.map{|a|a.last}) | |
g.write("zidisha/zidisha_growth_#{code}.png") | |
puts "Wrote graph for #{country}" | |
rescue | |
puts "Could not generate graph for #{country}" | |
end | |
end |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment