-
-
Save chandanpasunoori/05ddff3f6d72c2ad4651 to your computer and use it in GitHub Desktop.
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
| import csv | |
| from collections import defaultdict | |
| with open('/Users/adam/Downloads/languages-2014.csv', 'r') as f: | |
| results_2014 = [row for row in csv.reader(f)][1:] | |
| with open('/Users/adam/Downloads/languages-2013.csv', 'r') as f: | |
| results_2013 = [row for row in csv.reader(f)][1:] | |
| with open('/Users/adam/Downloads/languages-2012.csv', 'r') as f: | |
| results_2012 = [row for row in csv.reader(f)][1:] | |
| ranks_by_language = defaultdict(list) | |
| installs_by_language = defaultdict(list) | |
| for ii, row in enumerate(results_2014): | |
| ranks_by_language[row[0]].append(ii + 1) | |
| installs_by_language[row[0]].append(int(row[1])) | |
| for ii, row in enumerate(results_2013): | |
| ranks_by_language[row[0]].append(ii + 1) | |
| installs_by_language[row[0]].append(int(row[1])) | |
| for ii, row in enumerate(results_2012): | |
| ranks_by_language[row[0]].append(ii + 1) | |
| installs_by_language[row[0]].append(int(row[1])) | |
| ranks_by_language['Clojure'] | |
| installs_by_language['Clojure'] | |
| installs_by_language['Java'] | |
| ranking_list = [(key, ranks[0]) for key, ranks in ranks_by_language.items()] | |
| out = [] | |
| for lang, _ in sorted(ranking_list, key=lambda r: r[1]): | |
| try: | |
| rank2014 = ranks_by_language[lang][0] | |
| rank2013 = ranks_by_language[lang][1] | |
| rank2012 = ranks_by_language[lang][2] | |
| if rank2014 <= 20 or rank2013 <= 20 or rank2012 <= 20: | |
| out.append(( | |
| lang, | |
| ranks_by_language[lang][0], | |
| ranks_by_language[lang][1], | |
| ranks_by_language[lang][2], | |
| installs_by_language[lang][0], | |
| installs_by_language[lang][1], | |
| installs_by_language[lang][2], | |
| )) | |
| except IndexError: | |
| continue | |
| with open('languages-compared.csv', 'w') as f: | |
| w = csv.writer(f) | |
| w.writerow(['Language', '2014 Rank', '2013 Rank', '2012 Rank', '2014 # Created', '2013 #', '2012 #']) | |
| for row in out: | |
| w.writerow(row) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment