Programming Language

R package network

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History of programming language

http://svalver.github.io/

http://svalver.github.io/Proglang/

http://svalver.github.io/Proglang/paradigms.html

https://en.wikipedia.org/wiki/History_of_programming_languages

it is shown that programming language evolution is highly uneven, marked by innovation events where new languages are created out of improved combinations of different structural components belonging to previous languages. These radiation events occur in a bursty pattern and are tied to novel technological and social niches.

 Sergi Valverde; Ricard Sole. 2015 Punctuated Equilibrium in the Large-Scale Evolution of Programming Languages. Journal of Royal Society Interface. 12(107)  [[https://www.researchgate.net/publication/277078861_Punctuated_equilibrium_in_the_large-scale_evolution_of_programming_languages pdf]]

Infobox programming language

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import urllib2
from bs4 import BeautifulSoup

url = 'https://en.wikipedia.org/wiki/List_of_programming_languages'
content = urllib2.urlopen(url).read() 
soup = BeautifulSoup(content, 'html.parser')

s = soup.find_all('div', {'class':'div-col columns column-count column-count-3'})

len(s)

links = {}
for ss in s:
    for i in ss('li'):
        link = i.a['href']
        lang = i.a.text
        links[lang] = link

len(links)

def crawler(url):
    # crawl the package page
    url = 'https://en.wikipedia.org'+url
    package_page = urllib2.urlopen(url).read() 
    soup = BeautifulSoup(package_page, 'html.parser')

    # extract data from tables
    box = soup.find('table', {'class':'infobox vevent'})
    data = {}
    ths = box('th')
    tds = box('td')
    if len(ths) != len(tds):
        tds = tds[1:]
    for k, t in enumerate(ths):
        tc = t.text.encode('utf8').strip()
        vc = tds[k].text.encode('utf8').strip()
        data[tc] = vc
    lang = box.find('caption').text.encode('utf8').strip()
    data[u'lang']=lang
    return data

import sys

def flushPrint(s):
    sys.stdout.write('\r')
    sys.stdout.write('%s' % s)
    sys.stdout.flush()
    
import time, random
import json
with open('/Users/chengjun/bigdata/prolang_data1.json', 'a') as f:
    for k, package_url in enumerate(links.values()[6:8]):
        flushPrint(str(k)+'==>'+ package_url)
        time.sleep(random.random())
        try:
            data = crawler(package_url)
            data_str = dict([(k, str(v)) for k, v in data.items()]) # json needs k and v to be str
            json_str = json.dumps(data_str)  # json needs double quotes
            f.write(package_url + '\t' +str(json_str) + '\n' ) 
        except Exception, e:
            print e
            pass

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