include example dataset #63
Merged
Conversation
This file contains 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
houndci-bot
reviewed
Jun 8, 2018
examples/marriage.py
Outdated
| print('loading data') | ||
| df = pickle.load(f) | ||
| print('converting to arrays') | ||
| _, (G, B, T) = convoys.utils.get_arrays(df, groups='state', created='born', converted='married') |
houndci-bot
reviewed
Jun 8, 2018
examples/marriage.py
Outdated
| convoys.plotting.plot_cohorts(G, B, T, model='generalized-gamma', groups=groups) | ||
| pyplot.legend() | ||
| print('overlaying kaplan-meier nonparametric') | ||
| convoys.plotting.plot_cohorts(G, B, T, model='kaplan-meier', groups=groups, plot_args={'linestyle': '--'}) |
There was a problem hiding this comment.
line too long (110 > 79 characters)
examples/marriage.py
Outdated
| df, groups='decade', created='born', converted='married') | ||
| print('plotting generalized-gamma') | ||
| pyplot.clf() | ||
| convoys.plotting.plot_cohorts(G, B, T, model='generalized-gamma', groups=groups) |
examples/marriage.py
Outdated
| for model in ['kaplan-meier', 'generalized-gamma']: | ||
| print('plotting', model) | ||
| pyplot.clf() | ||
| convoys.plotting.plot_cohorts(G, B, T, model=model, ci=0.95, groups=groups) |
examples/marriage.py
Outdated
|
|
||
| print('converting to arrays') | ||
| _, groups, (G, B, T) = convoys.utils.get_arrays( | ||
| df, groups='race', created='born', converted='married', group_min_size=100) |
houndci-bot
reviewed
Jun 9, 2018
examples/dob_violations.py
Outdated
| for model in ['kaplan-meier', 'weibull']: | ||
| print('plotting', model) | ||
| pyplot.clf() | ||
| convoys.plotting.plot_cohorts(G, B, T, model=model, ci=0.95, groups=groups, t_max=30) |
houndci-bot
reviewed
Jun 10, 2018
examples/marriage.py
Outdated
| convoys.plotting.plot_cohorts(G, B, T, model='generalized-gamma', groups=groups) | ||
| pyplot.legend() | ||
| pyplot.xlabel('Age of marriage') | ||
| convoys.plotting.plot_cohorts(G, B, T, model='kaplan-meier', groups=groups, plot_args={'linestyle': '--'}) |
There was a problem hiding this comment.
line too long (110 > 79 characters)
examples/marriage.py
Outdated
| df, groups='sex', created='born', converted='married') | ||
|
|
||
| pyplot.figure(figsize=(6, 6)) | ||
| convoys.plotting.plot_cohorts(G, B, T, model='generalized-gamma', groups=groups) |
There was a problem hiding this comment.
line too long (84 > 79 characters)
examples/dob_violations.py
Outdated
| df, groups='bucket', created='issue_date', converted='disposition_date', | ||
| unit='Years', group_min_size=500) | ||
| convoys.plotting.plot_cohorts(G, B, T, model='kaplan-meier', groups=groups, t_max=30) | ||
| convoys.plotting.plot_cohorts(G, B, T, model='weibull', groups=groups, t_max=30, plot_args={'linestyle': '--'}, ci=0.95) |
There was a problem hiding this comment.
line too long (124 > 79 characters)
examples/dob_violations.py
Outdated
| unit, groups, (G, B, T) = convoys.utils.get_arrays( | ||
| df, groups='bucket', created='issue_date', converted='disposition_date', | ||
| unit='Years', group_min_size=500) | ||
| convoys.plotting.plot_cohorts(G, B, T, model='kaplan-meier', groups=groups, t_max=30) |
There was a problem hiding this comment.
line too long (89 > 79 characters)
examples/dob_violations.py
Outdated
| pyplot.figure(figsize=(9, 6)) | ||
| df['bucket'] = df['issue_date'].apply(lambda d: '%d-%d' % (5*(d.year//5), 5*(d.year//5)+4)) | ||
| unit, groups, (G, B, T) = convoys.utils.get_arrays( | ||
| df, groups='bucket', created='issue_date', converted='disposition_date', |
There was a problem hiding this comment.
line too long (80 > 79 characters)
examples/dob_violations.py
Outdated
| pyplot.savefig('dob-violations-%s.png' % model) | ||
|
|
||
| pyplot.figure(figsize=(9, 6)) | ||
| df['bucket'] = df['issue_date'].apply(lambda d: '%d-%d' % (5*(d.year//5), 5*(d.year//5)+4)) |
There was a problem hiding this comment.
line too long (95 > 79 characters)
examples/dob_violations.py
Outdated
| for model in ['kaplan-meier', 'weibull']: | ||
| print('plotting', model) | ||
| pyplot.figure(figsize=(9, 6)) | ||
| convoys.plotting.plot_cohorts(G, B, T, model=model, ci=0.95, groups=groups, t_max=30) |
There was a problem hiding this comment.
line too long (93 > 79 characters)
houndci-bot
reviewed
Jun 10, 2018
examples/dob_violations.py
Outdated
| lambda d: '%d-%d' % (5*(d.year//5), 5*(d.year//5)+4) | ||
| ) | ||
| unit, groups, (G, B, T) = convoys.utils.get_arrays( | ||
| df, groups='bucket', created='issue_date', converted='disposition_date', |
There was a problem hiding this comment.
line too long (80 > 79 characters)
erikbern
force-pushed
the
marriage-example
branch
from
18f8fd2
to
6c065fe
Compare
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Fitting it with a generalized gamma distribution and it works pretty well