def process_csv(filepath):
import unicodecsv as csv
with open(filepath, 'rb') as f:
fc = csv.DictReader(f)
data = list(fc)
from agefromname import AgeFromName
age_from_name = AgeFromName() # initialize once; reuse.
out = []
for row in data:
firstname = row["candidate"].split()[0]
if len(firstname) <= 2 or firstname.endswith('.'):
firstname = firstname = row["candidate"].split()[1]
firstname = firstname.lower().replace('"', '')
(sex, age, confidence) = est_sex_age(firstname,
age_from_name,
min_age=28)
row['sex'] = sex
row['age'] = age
row['estimate_confidence'] = confidence
out.append(row)
print row['candidate'], sex, age, confidence
with open(filepath + '_revised.csv', 'wb') as f:
fc = csv.DictWriter(f, fieldnames=data.keys())
fc.writeheader()
fc.writerows(out)
print f.name, 'written'
def test_get_estimated_counts(self):
g = GenerationFromName({
'AAA': [1930, 1945],
'BBB': [1946, 1999]
}, self.a)
year_count = AgeFromName().get_estimated_counts('nancy', 'f', 1950)
actual = g.get_estimated_counts('nancy', 'f', 1950)
self.assertEqual(type(actual), pd.Series)
self.assertEqual(actual.name, 'estimated_count')
self._manually_verify_counts_or_distribution(actual, year_count)
self.assertAlmostEqual(sum(actual), sum(year_count), places=0)
def __init__(
self,
generation_birth_years={
'Greatest': [1915, 1929],
'Silent': [1930, 1945],
'Baby Boomers': [1946, 1964],
'Generation X': [1965, 1980],
'Millenials': [1981, 1995],
'Generation Z': [1996, 2010],
'Post Gen Z': [2011, 2025]
},
age_from_name=None):
'''
:param generation_birth_years: dict, maps generation names to the first and
last years of birth. Ex.: {'Millenials': [1980, 1995], 'Generation X': [1956, 1979]}
Years outside this range will be considered "_other".
:param age_from_name: AgeFromName, optional. If note entered, will be autogenerated
'''
self._validate_generation_birth_years(generation_birth_years)
self._generation_birth_years = generation_birth_years
self._age_from_name = age_from_name if age_from_name is not None else AgeFromName(
)
def infer_age(first_names, genders):
"""
Infers age using first name and gender.
"agefromname" package used: https://github.com/JasonKessler/agefromname
"""
age_from_name = AgeFromName()
ages = []
for i, name in enumerate(first_names):
if genders[i] == 'male':
if len(age_from_name.get_estimated_counts(name, 'm', 2017)) == 0:
ages.append(np.nan)
else:
ages.append(2017 - age_from_name.argmax(name, 'm', 2017))
elif genders[i] == 'female':
if len(age_from_name.get_estimated_counts(name, 'f', 2017)) == 0:
ages.append(np.nan)
else:
ages.append(2017 - age_from_name.argmax(name, 'f', 2017))
else:
ages.append(np.nan)
return ages
import csv
import yaml
import json
import sys
from agefromname import AgeFromName
from datetime import datetime
afn = AgeFromName()
def occusel(names, _config=None):
if _config == None:
global config
else:
config = _config
try:
infile = open('cache.json', 'r+')
except FileNotFoundError:
with open('cache.json', 'w+') as outfile:
outfile.write('{}')
infile = open('cache.json', 'r+')
cache = json.load(infile)
infile.close()
namedic = {}
year = datetime.now().year
for name in names:
namedic[name] = {}
try:
namedic[name]['score'] = cache[name]
except KeyError:
if afn.prob_female(name) >= 0.5:
def setUpClass(cls):
cls.a = AgeFromName()
import time
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
# from selenium.webdriver.common.by import By
# from selenium.webdriver.support.ui import WebDriverWait
# from selenium.webdriver.support import expected_conditions as EC
import getpass
import json
from agefromname import AgeFromName
age_from_name = AgeFromName()
userStr = input("Votre username :"******"votre password:")
browser = webdriver.Chrome()
#browser.get('https://auth.mines-paristech.fr/cas/login')
browser.get(
'https://auth-par.mines-paristech.fr/cas/login?service=https%3A%2F%2Fldap-ihm.mines-paristech.fr%2Fninja%2Findex.jsp'
)
time.sleep(2)
username = browser.find_element_by_id('username')
username.send_keys(userStr)
password = browser.find_element_by_id('password')
password.send_keys(passwordStr)
#signInButton = browser.find_element_by_class_name('btn-submit')
#signInButton = browser.find_element_by_class_name('mdc-button mdc-button--raised')
#signInButton.click()