* Blog Post Hit Counts on Sun Jan 01 11:38:41 2023
- input data directory: ~/Documents/laboratory/someweekendreading.github.io/_posts
- results directory: ~/Documents/laboratory/someweekendreading.github.io/_drafts
- transcript to: ~/Documents/laboratory/someweekendreading.github.io/_drafts/post-stats-2023-Jan-01.txt
Clearing out previous results:
------------------------------
* Removing globals holding previous results
* Done.
Getting hit count for each post:
--------------------------------
* Dates:
- Date posts started: 2020-Jul-01
- Date hit counting started: 2021-Jul-15
- Today: 2023-Jan-01
* Found 269 posts to check for hit counts.
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- Result: 269 rows (posts) of data:
PostFile PostDate
1 2020-07-01-fiat-blog.md 2020-07-01
2 2020-07-02-retirement-of-iphegenia.md 2020-07-02
3 2020-07-03-bpd-racial-makeup.md 2020-07-03
4 2020-07-04-pfizer-biontech-covid-vaccine-ph12-readout.md 2020-07-04
5 2020-07-05-moderna-lonza-covid-vaccine-phase-3-delay.md 2020-07-05
6 2020-07-15-moderna-lonza-covid-vaccine-ph12-readout.md 2020-07-15
PostComments PostHits HitsStart HitsEnd
1 2 120 2021-07-15 2023-01-01
2 0 127 2021-07-15 2023-01-01
3 0 118 2021-07-15 2023-01-01
4 0 64 2021-07-15 2023-01-01
5 0 89 2021-07-15 2023-01-01
6 0 84 2021-07-15 2023-01-01
...
PostFile PostDate PostComments
264 2022-11-12-some-covid-good-news.md 2022-11-12 2
265 2022-11-19-detwitterfying.md 2022-11-19 0
266 2022-11-21-weekend-editrix-bivalent-flu-shots.md 2022-11-21 0
267 2022-11-27-classy-japanese-world-cup-2022.md 2022-11-27 0
268 2022-11-28-comments-disabled-via-heroku.md 2022-11-28 0
269 2022-12-05-two-trolley-problems.md 2022-12-05 0
PostHits HitsStart HitsEnd
264 79 2021-07-15 2023-01-01
265 62 2021-07-15 2023-01-01
266 70 2021-07-15 2023-01-01
267 47 2021-07-15 2023-01-01
268 63 2021-07-15 2023-01-01
269 97 2021-07-15 2023-01-01
Saving results:
---------------
* Saved to ~/Documents/laboratory/someweekendreading.github.io/_drafts/post-stats-2023-Jan-01.tsv.
Plotting hits vs time:
----------------------
- Lognormal:
Fitting of the distribution ' lnorm ' by maximum likelihood
Parameters:
estimate Std. Error
meanlog 4.862501 0.03275616
sdlog 0.537241 0.02316174
* Data vs time plot: ~/Documents/laboratory/someweekendreading.github.io/_drafts/post-stats-2023-Jan-01-1.png.
- Table of number of comments/post(rows) vs number of hits/post (cols):
0% 10% 20% 30% 40% 50% 60% 70% 80% 90%
0 25 25 25 22 24 16 20 24 17 17
1 2 0 0 2 3 0 2 0 1 0
2 1 2 2 2 2 6 5 1 5 5
3 0 0 0 0 0 0 0 0 1 0
4 0 0 0 0 0 2 0 0 2 2
5 0 0 0 0 0 1 0 0 1 1
6 0 0 0 0 0 0 0 1 0 1
8 0 0 0 0 0 0 0 0 0 1
* Bicluster: ~/Documents/laboratory/someweekendreading.github.io/_drafts/post-stats-2023-Jan-01-2.png
* Correlation test between hits and comments:
Pearson's product-moment correlation
data: postData$PostHits and postData$PostComments
t = 2.8179, df = 267, p-value = 0.005195
alternative hypothesis: true correlation is not equal to 0
95 percent confidence interval:
0.05139208 0.28377561
sample estimates:
cor
0.1699455
Spearman's rank correlation rho
data: postData$PostHits and postData$PostComments
S = 2470816, p-value = 7.864e-05
alternative hypothesis: true rho is not equal to 0
sample estimates:
rho
0.2383758
Call:
lm(formula = PostComments ~ log(PostHits), data = postData)
Residuals:
Min 1Q Median 3Q Max
-1.9598 -0.5689 -0.3343 -0.0841 6.4744
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -2.4601 0.6341 -3.880 0.000132 ***
log(PostHits) 0.6095 0.1298 4.694 4.28e-06 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 1.152 on 267 degrees of freedom
Multiple R-squared: 0.07624, Adjusted R-squared: 0.07278
F-statistic: 22.04 on 1 and 267 DF, p-value: 4.28e-06
* Scatterplot: ~/Documents/laboratory/someweekendreading.github.io/_drafts/post-stats-2023-Jan-01-3.png.
Summarizing Post Data:
----------------------
Year NPosts NDays NComments DaysPerPost DaysPerComment CommentsPerPost
1 2020 41 184 21 4.49 8.76 0.51
2 2021 111 365 58 3.29 6.29 0.52
3 2022 117 365 55 3.12 6.64 0.47
4 Total 269 914 134 3.40 6.82 0.50
* Blog Post Hit Counts completed Sun Jan 01 11:40:25 2023 (104.8 sec elapsed).