not_category_a_list=['Reject, Negative'],
category_b_list=['Accept, Negative'],
not_category_b_list=['Reject, Positive'],
term_ranker=term_ranker,
scorer=st.LogOddsRatioInformativeDirichletPrior(priors, 500, 'word'),
labels={'a': 'Positive Reviews of Accepted Papers',
'b': 'Negative Reviews of Accepted Papers',
'not_a_and_not_b': 'Rejections',
'a_and_b': 'Acceptances',
'a_and_not_b': 'Positive Reviews',
'b_and_not_a': 'Negative Reviews',
'not_a': 'Negative Reviews of Rejected Papers',
'not_b': 'Positive Reviews of Rejected Papers',
}
)
print('making html', time.time() - t0, 's')
html = st.produce_four_square_explorer(four_square=four_square,
x_label='Pos-Neg',
y_label='Accept-Reject',
num_terms_semiotic_square=5,
minimum_term_frequency=0,
pmi_threshold_coefficient=0,
term_ranker=term_ranker,
metadata=(corpus._df['category'] + ': '
+ corpus._df.rating + ', '
+ corpus._df['title']))
fn = 'demo_four_square.html'
open(fn, 'wb').write(html.encode('utf-8'))
print('Open ' + fn + ' in Chrome or Firefox.')
print('done', time.time() - t0, 's')
category_b_list=['Accept, Negative'],
not_category_b_list=['Reject, Positive'],
term_ranker=term_ranker,
scorer=st.LogOddsRatioInformativeDirichletPrior(
priors, 500, 'word'),
labels={
'a': 'Positive Reviews of Accepted Papers',
'b': 'Negative Reviews of Accepted Papers',
'not_a_and_not_b': 'Rejections',
'a_and_b': 'Acceptances',
'a_and_not_b': 'Positive Reviews',
'b_and_not_a': 'Negative Reviews',
'not_a': 'Negative Reviews of Rejected Papers',
'not_b': 'Positive Reviews of Rejected Papers',
})
print('making html', time.time() - t0, 's')
html = st.produce_four_square_explorer(
four_square=four_square,
x_label='Pos-Neg',
y_label='Accept-Reject',
num_terms_semiotic_square=5,
minimum_term_frequency=0,
pmi_threshold_coefficient=0,
term_ranker=term_ranker,
metadata=(corpus._df['category'] + ': ' + corpus._df.rating + ', ' +
corpus._df['title']))
fn = 'demo_four_square.html'
open(fn, 'wb').write(html.encode('utf-8'))
print('Open ' + fn + ' in Chrome or Firefox.')
print('done', time.time() - t0, 's')