Python normalizes the position name of the LinkedIn user contact

Source: Internet
Author: User

CODE:

#!/usr/bin/python #-*-Coding:utf-8-*-"Created on 2014-8-19@author:guaguastd@name:job_title_standard.py" ' Import  Osimport csvfrom Collections Import counterfrom operator import itemgetterfrom prettytable import prettytable# Specify CSV Directorycsv_file = Os.path.join (r "E:", "\ \", "Eclipse", "LinkedIn", "Dfile", "My_connections.csv") # define a set of Tran Sforms that converts the first item# to the second itemtransforms = [(' Sr. ', ' Senior '), (' SR ', ' Senior '), (' Jr. ')  , ' Junior '), (' Jr ', ' Junior '), (' CEO ', ' chief Executive Officer '), (' COO ', ' chief Operating Officer '), (' CTO ', ' chief technology Officer '), (' CFO ', ' chief Finance Officer '), (' VP ', ' Vice President '),]csvreader = csv. Dictreader (Open (csv_file), delimiter= ', ', quotechar= ' "') contacts = [row for row in csvreader]#-Read in a list of titles an D Split # Apart any combined titles like "President/ceo." # "President & CEO", "president and CEO" titles = []for contact in Contacts:titles.extend ([T.sTrip () for T in contact[' job title '].split ('/') if contact[' job title '].strip ()! = ']) # Replace common/k Nown Abbreviationsfor I, _ in Enumerate (titles): For transform in transforms:titles[i] = Titles[i].replace (*tra Nsform) # Print out a table of titles sorted by Frequencypt = prettytable (field_names=[' Title ', ' Freq ']) pt.align = ' l ' c = C  Ounter (titles) [Pt.add_row ([title, Freq]) for (title, freq) in sorted (C.items (), Key=itemgetter (1), reverse=true) if freq > 0]print pt# Print out a table of tokens sorted by Frequencytokens = []for title in Titles:tokens.extend ([T.strip (', ') for T in Title.split ()]) pt = prettytable (field_names=[' Token ', ' Freq ']) pt.align = ' l ' c = Counter (tokens) [Pt.add_row ([token, freq]) for (tokens, freq) in sorted (C.items (), Key=itemgetter (1), reverse=true) if freq > 0 and len (token) &G T 2]print PT

RESULT:

+-----------------------------------+------+| Title | Freq |+-----------------------------------+------+| Senior Software Developer | 1 | | Sales Manager | 1 | | Software Manager | 1 | | Online Marketing Manager | 1 | | Senior Consultant | 1 | | Chief Executive Officer & Founder | 1 | | Director | 1 | | S | 1 | | Student | 1 | | Senior Software Engineer | 1 | |                               ??? | 1 |+-----------------------------------+------+ +------------+------+| Token | Freq |+------------+------+| Manager | 3 | | Senior | 3 | | Software | 3 | | Marketing | 1 | | Founder | 1 | | Consultant | 1 | | Executive | 1 | | Sales | 1 | | Developer | 1 | | Director | 1 | | Chief | 1 | | Officer | 1 | | Student | 1 || Online | 1 | |        ??? | 1 | | Engineer | 1 |+------------+------+


Related Article

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.