+++ /dev/null
-"""Plot the fraction of articles that are female, by birth year and first edit date."""
-import wikibios
-from matplotlib import pyplot
-from operator import itemgetter
-
-figure = pyplot.figure()
-
-rows_by_birth_year = sorted(wikibios.rows, key=itemgetter('birth_year'))
-birth_year_medians = []
-fraction_female_by_birth_year = []
-N = 1000
-i = 0
-while i + N <= len(rows_by_birth_year):
- chunk = rows_by_birth_year[i:i+N]
- i = i + N
-
- birth_year_medians.append(chunk[N / 2]['birth_year'])
-
- count_female = 0.0
- for row in chunk:
- if row['gender'] == 'female':
- count_female = count_female + 1
- fraction_female = count_female / N
- fraction_female_by_birth_year.append(fraction_female)
-
-axes1 = figure.add_subplot(2, 1, 1)
-axes1.plot(birth_year_medians, fraction_female_by_birth_year)
-axes1.set_xlabel('Birth Year')
-axes1.set_ylabel('Fraction Female')
-
-rows_by_firstedit = sorted(wikibios.rows, key=itemgetter('firstedit'))
-fraction_female_by_firstedit = []
-firstedit_medians = []
-i = 0
-while i + N <= len(rows_by_birth_year):
- chunk = rows_by_firstedit[i:i+N]
- i = i + N
-
- firstedit_medians.append(chunk[N / 2]['firstedit'])
-
- count_female = 0.0
- for row in chunk:
- if row['gender'] == 'female':
- count_female = count_female + 1
- fraction_female = count_female / N
- fraction_female_by_firstedit.append(fraction_female)
-
-axes2 = figure.add_subplot(2, 1, 2)
-axes2.plot(firstedit_medians, fraction_female_by_firstedit)
-axes2.set_xlabel('Article Year')
-axes2.set_ylabel('Fraction Female')
-
-figure.savefig('fractions.pdf')