* 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. 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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).