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[+] Code format tables

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This commit is contained in:
Hykilpikonna
2021-11-25 00:19:54 -05:00
parent 0940d1442e
commit 9613d87f13
4 changed files with 55 additions and 20 deletions
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src/process/twitter_visualization.py
+16 -18
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@@ -138,13 +138,13 @@ def report_top_20_tables(sample: Sample) -> None:
:param sample: Sample
:return: None
"""
r = Reporter(f'freq/{sample.name}-top-20.md')
r.print(tabulate([[u.name, f'{u.data * 100:.1f}%'] for u in sample.frequencies[:20]],
['Username', 'Frequency'], tablefmt="github"))
Reporter(f'freq/{sample.name}-top-20.md').table(
[[u.name, f'{u.data * 100:.1f}%'] for u in sample.frequencies[:20]],
['Username', 'Frequency'])
r = Reporter(f'pop/{sample.name}-top-20.md')
r.print(tabulate([[u.name, f'{u.data * 100:.1f}%'] for u in sample.popularity_ratios[:20]],
['Username', 'Popularity Ratio'], tablefmt="github"))
Reporter(f'pop/{sample.name}-top-20.md').table(
[[u.name, f'{u.data * 100:.1f}%'] for u in sample.popularity_ratios[:20]],
['Username', 'Popularity Ratio'])
def report_ignored(samples: list[Sample]) -> None:
@@ -158,18 +158,17 @@ def report_ignored(samples: list[Sample]) -> None:
:return: None
"""
# For frequencies, report who didn't post
table = [["Didn't post at all"] +
table = [["Total users"] + [str(len(s.frequencies)) for s in samples],
["Users who didn't post at all"] +
[str(len([1 for a in s.frequencies if a.data == 0])) for s in samples],
["Posted less than 1%"] +
["Users who posted less than 1%"] +
[str(len([1 for a in s.frequencies if a.data < 0.01])) for s in samples]]
r = Reporter('freq/didnt-post.md')
r.print(tabulate(table, [s.name for s in samples], tablefmt="github"))
Reporter('freq/didnt-post.md').table(table, [s.name for s in samples], True)
# For popularity ratio, report ignored
table = [["Ignored"] + [str(len(s.users) - len(s.popularity_ratios)) for s in samples]]
r = Reporter('pop/ignored.md')
r.print(tabulate(table, [s.name for s in samples], tablefmt="github"))
Reporter('pop/ignored.md').table(table, [s.name for s in samples], True)
def load_font() -> None:
@@ -233,12 +232,13 @@ def report_histograms(sample: Sample) -> None:
"""
x = [f.data for f in sample.frequencies]
title = f'COVID-related posting frequency for {sample.name}'
report_histogram(x, f'freq/{sample.name}-hist.png', title, False, 100)
report_histogram(x, f'freq/{sample.name}-hist-outliers.png', title, False, 100)
report_histogram(x, f'freq/{sample.name}-hist.png', title, True)
x = [f.data for f in sample.popularity_ratios]
title = f'Popularity ratio of COVID posts for {sample.name}'
report_histogram(x, f'pop/{sample.name}-hist-outliers.png', title, False, 100, axvline=[1])
report_histogram(x, f'pop/{sample.name}-hist.png', title, axvline=[1])
report_histogram(x, f'pop/{sample.name}-hist.png', title, True, axvline=[1])
def report_pop_stats(samples: list[Sample]) -> None:
@@ -256,12 +256,10 @@ def report_pop_stats(samples: list[Sample]) -> None:
['StdDev'] + [f'{s.stddev:.2f}' for s in stats]]
table = tabulate_stats([get_statistics(x) for x in xs])
Reporter('pop/stats-with-outliers.md').print(
tabulate(table, [s.name for s in samples], tablefmt='github'))
Reporter('pop/stats-with-outliers.md').table(table, [s.name for s in samples], True)
table = tabulate_stats([get_statistics(remove_outliers(x)) for x in xs])
Reporter('pop/stats.md').print(
tabulate(table, [s.name for s in samples], tablefmt='github'))
Reporter('pop/stats.md').table(table, [s.name for s in samples], True)
def view_covid_tweets_date(tweets: list[Posting]):