zackster

=> .net, .net core, .net, sql server, javascript, typescript, .net-core, .netcore, 3d, 3d modeling, 3d modelling, a, abap, access, accessibility, actionscript, active directory, activecampaign, activiti, add-ins, admob, adobe photoshop, adtech, advertising, adwords, agile, ai, airflow, aix, ajax, ajax/json, akka, albanian, alexa, alexa skill kit, alexa skills, alexaskills, alfresco, algorithm, algorithms, algoritms, amazon web services, amazon-mws, amazon-web-services, ambari, amber, amzone, analyist, analytics, andriod app development, android, android development, android studio, android-sdk, androidsdk, androidstudio, angular, angular 2, angular.js, angular2, angular4, angularjs, ansible, ant, apache, apache spark, apache-impala, apache-wicket, apache2, apex, api, api development, api integration, api-development, apis, apl, app, app development, app extensions, apple, apple search ads, application, applications, applied, apps, apps., ar, arcgis, architect, architecture, arduino, arkit, arm, artificial int

zackster

class Array
        def sum
                inject(0.0) { |result, el| result + el }
        end

        def mean
                sum / size
        end

end

zackster

trials = 1000000
events = 0
trials.times do
	coords = 8.times.map { [rand, rand] }
	squares = coords.map { |x,y| [(x/0.25).ceil, (y/0.25).ceil] }
	unless squares.inject(Hash.new(0)) { |total, e| total[e] += 1 ;total}.select{|k,v| v>=3}.count.zero?
		events += 1
	end
end
puts events.to_f / trials.to_f

zackster

import string
import re
import nltk

def normalize(text):
	# remove punctuation
	text = re.sub('[%s]' % re.escape(string.punctuation), '', text)
	# split into words
	# nltk.data.path.append("/nltk_data")
	from nltk.tokenize import word_tokenize

zackster

import csv
import string
import re


programming_keywords = set([".net", ".net core", "3d", "abap", "active directory", "activecampaign", "admob", "adobe photoshop", "adtech", "adwords", "agile", "ai", "airflow", "aix", "ajax", "akka", "albanian", "alexa", "alexa skills", "alfresco", "algorithms", "amazon web services", "amazon-web-services", "ambari", "analytics", "andriod app development", "android", "androidstudio", "angular", "angular 2", "angular.js", "angular2", "angularjs", "animation", "ansible", "ant", "apache", "apache spark", "apache2", "api", "app", "app development", "app extensions", "apple", "application", "apps", "architect", "architecture", "arduino", "arm", "artificial intelligence", "asp.net", "asp.net mvc", "asp.net web api", "asp.net web forms", "assembly", "augmented reality", "aurelia", "aureliajs", "austin", "automate", "automation", "avada", "avr", "aws", "azure", "babel", "back end", "back-end", "backbone", "backbonejs", "backend", "backend developer", "bash", "beaglebone", "beautifu

zackster

	def expand_keyword_list(keyword_list)

		synonym_list = {
			'rails': ['ror', 'ruby on rails', 'rails'],
			'html': ['html5', 'html', 'html4'],
			'css': ['css3', 'css', 'cascading style sheets', 'cascading stylesheets'],
			'node': ['node', 'nodejs', 'node.js', 'node js'],
			'javascript': ['javascript', 'java script', 'js'],
			' unity ': [' unity ', 'unity3d', 'unity 3d']
		}

zackster

class Authoritarianism < ActiveRecord::Base
	belongs_to :potential_juror

	def score
		(demographic_structure_calc + occupation_calc + education_calc + marital_status_calc + focused_calc) / 5.0
	end


	private

zackster

["#job", 6], ["$100,000.00", 6], ["$14,100", 6], ["$155,", 6], ["$18/hr", 6], ["$20/hr", 6], ["$27.00", 6], ["$28.50", 6], ["$37.00", 6], ["$42.75", 6], ["$43.00", 6], ["$44.00", 6], ["$66.00", 6], ["$70-$85k.\\n\\nrequired", 6], ["$95,000.00", 6], ["$95k", 6], [">>>", 6], ["(.net,", 6], ["(18+)", 6], ["(2+", 6], ["(3)", 6], ["(40", 6], ["(50%", 6], ["(8", 6], ["(anaheim)", 6], ["(android", 6], ["(any", 6], ["(auburn)", 6], ["(backend)", 6], ["(battery", 6], ["(bay", 6], ["(berlin,", 6], ["(bonus)", 6], ["(bronx)", 6], ["(btc)", 6], ["(burlington)", 6], ["(burnaby)", 6], ["(c#,", 6], ["(c++,", 6], ["(c,", 6], ["(crypto", 6], ["(csv)", 6], ["(cupertino)", 6], ["(custom", 6], ["(customer", 6], ["(dba)", 6], ["(desktop", 6], ["(devops)", 6], ["(dlp)", 6], ["(dmv)", 6], ["(ember", 6], ["(ex.", 6], ["(excel,", 6], ["(fi/co)", 6], ["(fresno,", 6], ["(full-stack)", 6], ["(gaithersburg)", 6], ["(greenwich", 6], ["(hardware", 6], ["(harlem", 6], ["(high", 6], ["(hp", 6], ["(http://academy.hubspot.com/certific

zackster

require 'parallel'
require 'httparty'
require 'pry'


def fetch_reddit_page(reddit_link)

    cookies = [ ] # get these from EditThisCookie chrome extension: Export -> Copy to clipboard (copies as a ruby-friendly array of hashes)

zackster

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