From 8b887a6af51928f034bfc9986a08b7391feb5fc5 Mon Sep 17 00:00:00 2001 From: mjgaughan Date: Mon, 15 Jul 2024 18:20:46 -0400 Subject: [PATCH] adding characteristic tests with outcomes --- R/.Rhistory | 878 +++++++++++++++++------------------ R/0715_readability_plots.png | Bin 0 -> 200642 bytes R/contribRDDAnalysis.R | 2 - R/contrib_docChar_outcomes.R | 77 +++ R/readme_docChar_outcomes.R | 101 ++++ 5 files changed, 617 insertions(+), 441 deletions(-) create mode 100644 R/0715_readability_plots.png create mode 100644 R/contrib_docChar_outcomes.R create mode 100644 R/readme_docChar_outcomes.R diff --git a/R/.Rhistory b/R/.Rhistory index 69a7781..90631e7 100644 --- a/R/.Rhistory +++ b/R/.Rhistory @@ -1,442 +1,3 @@ -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count, color=factor(document_type))) + -geom_smooth() + -geom_vline(x=0)+ -theme_bw() + -theme(legend.position = "top") -time_plot -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count, color=factor(document_type))) + -geom_smooth() + -geom_vline(x=0)+ -theme_bw() + -theme(legend.position = "top") -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count, color=factor(document_type))) + -geom_smooth() + -geom_vline(0)+ -theme_bw() + -theme(legend.position = "top") -time_plot -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count, color=factor(document_type))) + -geom_smooth() + -geom_vline(xintercept = 0)+ -theme_bw() + -theme(legend.position = "top") -time_plot -#looking at event gap -document_event_gap <- ggplot(all_actions_data, aes(x=event_gap, group=as.factor(document_type))) + -geom_density(aes(color = as.factor(document_type), fill=as.factor(document_type)), alpha=0.2, position="identity") + -theme_bw() -document_event_gap -#looking at event gap -document_event_gap <- ggplot(all_actions_data, aes(x=scale(event_gap), group=as.factor(document_type))) + -geom_density(aes(color = as.factor(document_type), fill=as.factor(document_type)), alpha=0.2, position="identity") + -theme_bw() -document_event_gap -#looking at event gap -mean(all_actions_readme_data$event_gap) -sd(all_actions_readme_data$event_gap) -mean(all_actions_contrib_data$event_gap) -sd(all_actions_contrib_data$event_gap) -mode(all_actions_contrib_data$event_gap) -mean(all_actions_contrib_data$event_gap) -library(tidyverse) -contrib_df <- read_csv("../final_data/deb_contrib_did.csv") -readme_df <- read_csv("../final_data/deb_readme_did.csv") -hist(readme_df$event_gap) -hist(readme_df$event_gap) -mean(readme_df$event_gap) -sd(readme_df$event_gap) -min(readme_df$event_gap) -count(readme_df$event_gap < 0) -length(readme_df$event_gap < 0) -table(readme_df$event_gap) -table(contrib_df$event_gap) -sum(readme_df$event_gap < 0) -table(readme_df$event_gap) -delta <- as.POSIXct(readme_df$event_date) - as.POSIXct(readme_df$first_commit_dt) - -delta <- as.POSIXct(readme_df$event_date) - as.POSIXct(readme_df$first_commit_dt) -delta <- as.POSIXct(readme_df$event_date) - as.POSIXct(readme_df$first_commit_dt) -readme_df$asposixctED <- as.POSIXct(readme_df$event_date) -View(readme_df) -readme_df$asposixctFC <- as.POSIXct(readme_df$first_commit_dt) -readme_df$new_delta <- readme_df$asposixctED - readme_df$asposixctFC -View(readme_df) -readme_df$new_delta <- as.numeric(readme_df$asposixctED - readme_df$asposixctFC, units="days") -View(readme_df) -readme_df$new_delta <- readme_df$asposixctED - readme_df$asposixctFC, units="days" -readme_df$new_delta <- readme_df$asposixctED - readme_df$asposixctFC -contrib_df <- read_csv("../final_data/deb_contrib_did.csv") -readme_df <- read_csv("../final_data/deb_readme_did.csv") -contrib_df <- contrib_df |> -filter(event_gap >= 0) -readme_df <- readme_df |> -filter(event_gap >= 0) -readme_df <- read_csv("../final_data/deb_readme_did.csv") -sum(readme_df$event_gap < 0) -sum(contrib_df$event_gap < 0) -contrib_df <- read_csv("../final_data/deb_contrib_did.csv") -sum(contrib_df$event_gap < 0) -as.POSIXct(2016-02-20 02:31:00)-as.POSIXct(2009-02-06 16:31:05) -as.POSIXct("2016-02-20 02:31:00")-as.POSIXct("2009-02-06 16:31:05") -as.POSIXct("2016-11-29 13:34:52")-as.POSIXct("2014-07-11 08:36:39") -as.POSIXct("2017-02-04 21:15:52")-as.POSIXct("2009-04-23 17:11:15") -as.POSIXct("2019-01-17 23:15:08")-as.POSIXct("2007-11-28 09:50:01") -contrib_df <- read_csv("../final_data/deb_contrib_did.csv") -sum(contrib_df$event_gap < 0) -as.POSIXct("2019-07-31 17:38:52")-as.POSIXct("2019-07-31 13:38:52") -as.numeric(as.POSIXct("2019-07-31 17:38:52")-as.POSIXct("2019-07-31 13:38:52"), unit=days) -as.numeric(as.POSIXct("2019-07-31 17:38:52")-as.POSIXct("2019-07-31 13:38:52"), unit="days") -as.numeric(as.POSIXct("1998-08-13 15:43:39")-as.POSIXct("1998-08-13 11:43:39"), unit="days") -as.numeric(as.POSIXct("2009-05-08 15:26:27")-as.POSIXct("2009-02-05 19:06:44"), unit="days") -readme_df <- read_csv("../final_data/deb_readme_did.csv") -results <- as.numeric(as.POSIXct(readme_df$event_date) - as.POSIXct(readme_df$first_commit_dt), unit="days") -min(results) -L1 <- as.POSIXct(c( -"2019-07-31 17:38:52", "1998-08-13 15:43:39", "2009-05-08 15:26:27", -"2011-03-22 14:02:38", "2009-10-09 09:54:44", "2009-04-29 23:16:59", -"2009-08-15 08:12:16", "2014-07-11 19:14:56", "2008-10-21 14:00:00", -"2016-08-15 21:55:21", "2000-06-18 14:00:37", "2000-11-05 00:12:44", -"2009-04-23 21:23:12", "2010-09-19 12:36:20", "2007-11-28 14:50:01", -"2013-08-09 18:25:49", "2005-05-07 21:52:07", "2004-01-27 19:53:06", -"2015-11-16 04:44:13", "2014-06-11 23:19:07", "2008-04-15 05:23:34", -"2015-02-08 10:08:15", "2008-06-20 10:52:21" -)) -# L2 (provided list of ordered datetime values) -L2 <- as.POSIXct(c( -"2019-07-31 13:38:52", "1998-08-13 11:43:39", "2009-02-05 19:06:44", -"2011-01-27 10:48:48", "2009-10-09 05:54:44", "2009-04-29 19:16:59", -"2009-08-15 04:12:16", "2014-07-11 08:36:39", "2008-10-21 10:00:00", -"2016-04-14 14:41:36", "2000-06-18 10:00:37", "2000-11-04 19:12:44", -"2009-04-23 17:11:15", "2010-09-15 20:20:35", "2007-11-28 09:50:01", -"2013-08-09 14:25:49", "2005-05-01 18:31:26", "2004-01-27 14:53:06", -"2015-10-09 02:31:15", "2014-06-13 22:35:34", "2008-04-15 01:23:34", -"2010-03-07 00:58:08", "2008-06-20 06:30:10" -)) -# Calculate differences in days -differences <- as.numeric(L2 - L1, units = "days") -# Print the resulting differences -print(differences) -as.numeric(as.POSIXct("2011-03-22 14:02:38 -")-as.POSIXct("2011-01-27 10:48:48"), unit="days") -as.numeric(as.POSIXct("2009-10-09 09:54:44 -")-as.POSIXct("2009-10-09 05:54:44 -"), unit="days") -as.numeric(as.POSIXct("2009-04-29 23:16:59 -")-as.POSIXct("2009-04-29 19:16:59 -"), unit="days") -as.numeric(as.POSIXct("2009-08-15 08:12:16 -")-as.POSIXct("2009-08-15 04:12:16 -"), unit="days") -as.numeric(as.POSIXct("2014-07-11 19:14:56 -")-as.POSIXct("2014-07-11 08:36:39 -"), unit="days") -as.numeric(as.POSIXct("2008-10-21 14:00:00 -")-as.POSIXct("2008-10-21 10:00:00 -"), unit="days") -as.numeric(as.POSIXct("2016-08-15 21:55:21 -")-as.POSIXct("2016-04-14 14:41:36 -"), unit="days") -as.numeric(as.POSIXct("2000-06-18 14:00:37 -")-as.POSIXct("2000-06-18 10:00:37 -"), unit="days") -as.numeric(as.POSIXct("2000-11-05 00:12:44 -")-as.POSIXct("2000-11-04 19:12:44 -"), unit="days") -as.numeric(as.POSIXct("2009-04-23 21:23:12 -")-as.POSIXct("2009-04-23 17:11:15 -"), unit="days") -as.numeric(as.POSIXct("2010-09-19 12:36:20 -")-as.POSIXct("2010-09-15 20:20:35 -"), unit="days") -as.numeric(as.POSIXct("2007-11-28 14:50:01 -")-as.POSIXct("2007-11-28 09:50:01 -"), unit="days") -as.numeric(as.POSIXct("2013-08-09 18:25:49 -")-as.POSIXct("2013-08-09 14:25:49 -"), unit="days") -as.numeric(as.POSIXct("2005-05-07 21:52:07 -")-as.POSIXct("2005-05-01 18:31:26 -"), unit="days") -as.numeric(as.POSIXct("2004-01-27 19:53:06 -")-as.POSIXct("2004-01-27 14:53:06 -"), unit="days") -as.numeric(as.POSIXct("2015-11-16 04:44:13 -")-as.POSIXct("2015-10-09 02:31:15 -"), unit="days") -as.numeric(as.POSIXct("2014-06-11 23:19:07 -")-as.POSIXct("2014-06-13 22:35:34 -"), unit="days") -as.numeric(as.POSIXct("2014-06-11 23:19:07 -")-as.POSIXct("2014-06-13 22:35:34 -"), unit="days") -as.numeric(as.POSIXct("2008-04-15 05:23:34 -")-as.POSIXct("2008-04-15 01:23:34 -"), unit="days") -as.numeric(as.POSIXct("2015-02-08 10:08:15 -")-as.POSIXct("2010-03-07 00:58:08 -"), unit="days") -as.numeric(as.POSIXct("2008-06-20 10:52:21 -")-as.POSIXct("2008-06-20 06:30:10 -"), unit="days") -as.numeric(as.POSIXct("2001-06-22 17:39:29 -")-as.POSIXct("2001-06-22 13:39:29 -"), unit="days") -as.numeric(as.POSIXct("2013-05-15 12:13:50 -")-as.POSIXct("2013-05-15 08:13:50 -"), unit="days") -as.numeric(as.POSIXct("2015-12-10 12:31:14 -")-as.POSIXct("2015-12-10 07:31:14 -"), unit="days") -as.numeric(as.POSIXct("2013-02-07 15:58:18 -")-as.POSIXct("2013-02-07 10:58:18 -"), unit="days") -as.numeric(as.POSIXct("2013-06-05 15:19:59 -")-as.POSIXct("2013-06-05 11:19:59 -"), unit="days") -as.numeric(as.POSIXct("2016-02-24 21:54:34 -")-as.POSIXct("2016-02-24 16:54:34 -"), unit="days") -as.numeric(as.POSIXct("2013-09-09 16:52:04 -")-as.POSIXct("2013-08-08 20:07:23 -"), unit="days") -#all_gmodel <- glmer.nb(log1p_count ~ D * week_offset + scaled_project_age + scaled_event_gap + (D * week_offset | upstream_vcs_link), -# control=glmerControl(optimizer="bobyqa", -# optCtrl=list(maxfun=2e5)), nAGQ=0, data=all_actions_data) -all_gmodel <- readRDS("0710_contrib_all.rda") -"), unit="days") -#all_gmodel <- glmer.nb(log1p_count ~ D * week_offset + scaled_project_age + scaled_event_gap + (D * week_offset | upstream_vcs_link), -# control=glmerControl(optimizer="bobyqa", -# optCtrl=list(maxfun=2e5)), nAGQ=0, data=all_actions_data) -all_gmodel <- readRDS("0710_contrib_all.rda") -summary(all_gmodel) -as.numeric(as.POSIXct("2014-09-28 09:39:20 -")-as.POSIXct("2014-09-28 03:41:27 -"), unit="days") -as.numeric(as.POSIXct("2011-08-27 03:10:24 -")-as.POSIXct("2011-08-26 23:10:24 -"), unit="days") -as.numeric(as.POSIXct("2011-05-31 21:58:54 -")-as.POSIXct("2011-05-31 18:00:13 -"), unit="days") -as.numeric(as.POSIXct("2015-11-10 20:33:50 -")-as.POSIXct("2015-11-10 15:33:50 -"), unit="days") -as.numeric(as.POSIXct("2019-12-02 10:59:23 -")-as.POSIXct("2019-12-02 05:59:23 -"), unit="days") -as.numeric(as.POSIXct("2019-12-02 11:00:24 -")-as.POSIXct("2019-12-02 06:00:24 -"), unit="days") -as.numeric(as.POSIXct("2014-10-15 07:41:16 -")-as.POSIXct("2014-09-20 06:22:40 -"), unit="days") -as.numeric(as.POSIXct("2015-05-13 13:28:36 -")-as.POSIXct("2015-05-13 09:28:36 -"), unit="days") -as.numeric(as.POSIXct("2017-06-23 09:04:49 -")-as.POSIXct("2017-06-23 05:04:49 -"), unit="days") -as.numeric(as.POSIXct("2015-09-22 16:31:10 -")-as.POSIXct("2015-09-01 14:47:44 -"), unit="days") -as.numeric(as.POSIXct("2011-08-11 19:19:12 -")-as.POSIXct("2011-07-05 16:09:48 -"), unit="days") -as.numeric(as.POSIXct("2017-02-02 11:34:37 -")-as.POSIXct("2017-02-01 05:48:49 -"), unit="days") -as.numeric(as.POSIXct("1988-08-07 21:49:56 -")-as.POSIXct("1988-06-05 13:51:08 -"), unit="days") -as.numeric(as.POSIXct("2013-01-26 21:18:26 -")-as.POSIXct("2013-01-26 16:18:26 -"), unit="days") -as.numeric(as.POSIXct("2010-07-24 20:27:20 -")-as.POSIXct("2010-07-24 16:27:20 -"), unit="days") -as.numeric(as.POSIXct("2008-04-20 04:45:51 -")-as.POSIXct("2008-02-23 06:53:28 -"), unit="days") -as.numeric(as.POSIXct("2014-07-15 11:41:30 -")-as.POSIXct("2014-01-28 15:47:41 -"), unit="days") -as.numeric(as.POSIXct("2019-05-28 14:40:24 -")-as.POSIXct("2019-05-28 10:29:07 -"), unit="days") -as.numeric(as.POSIXct("2009-02-03 09:41:14 -")-as.POSIXct("2009-02-01 17:37:33 -"), unit="days") -as.numeric(as.POSIXct("2011-08-24 09:46:11 -")-as.POSIXct("2010-07-24 17:09:50 -"), unit="days") -as.numeric(as.POSIXct("2017-03-29 07:30:12 -")-as.POSIXct("2017-03-28 20:24:14 -"), unit="days") -as.numeric(as.POSIXct("2013-04-04 21:58:36 -")-as.POSIXct("2013-04-04 17:58:36 -"), unit="days") -as.numeric(as.POSIXct("2018-02-06 08:23:27 -")-as.POSIXct("2018-02-04 20:54:04 -"), unit="days") -as.numeric(as.POSIXct("2017-07-08 09:55:34 -")-as.POSIXct("2017-07-08 05:30:53 -"), unit="days") -as.numeric(as.POSIXct("2014-02-08 21:43:05 -")-as.POSIXct("2014-02-08 16:43:05 -"), unit="days") -as.numeric(as.POSIXct("2012-12-06 20:08:36 -")-as.POSIXct("2012-12-06 15:08:36 -"), unit="days") -as.numeric(as.POSIXct("2006-01-20 16:13:23 -")-as.POSIXct("2006-01-20 11:13:23 -"), unit="days") -as.numeric(as.POSIXct("2009-04-25 13:02:20 -")-as.POSIXct("2009-04-25 09:02:20 -"), unit="days") -as.numeric(as.POSIXct("2015-11-06 19:02:05 -")-as.POSIXct("2015-11-06 14:02:05 -"), unit="days") -as.numeric(as.POSIXct("2015-09-07 03:35:11 -")-as.POSIXct("2015-09-06 23:30:43 -"), unit="days") -as.numeric(as.POSIXct("2010-07-15 09:55:52 -")-as.POSIXct("2010-07-15 05:55:52 -"), unit="days") -as.numeric(as.POSIXct("2007-09-21 09:19:24 -")-as.POSIXct("2007-09-21 05:02:27 -"), unit="days") -as.numeric(as.POSIXct("2013-05-28 18:52:41 -")-as.POSIXct("2007-04-01 16:01:20 -"), unit="days") -as.numeric(as.POSIXct("2013-05-02 23:54:17 -")-as.POSIXct("2013-05-02 19:54:17 -"), unit="days") -as.numeric(as.POSIXct("2013-04-02 17:43:49 -")-as.POSIXct("2013-04-02 13:43:49 -"), unit="days") -as.numeric(as.POSIXct("2011-04-03 11:15:21 -")-as.POSIXct("2011-04-03 07:15:21 -"), unit="days") -as.numeric(as.POSIXct("2018-09-03 14:19:31 -")-as.POSIXct("2018-09-03 10:19:31 -"), unit="days") -as.numeric(as.POSIXct("2008-10-31 18:50:55 -")-as.POSIXct("2008-10-21 10:34:54 -"), unit="days") -as.numeric(as.POSIXct("2012-03-31 21:02:17 -")-as.POSIXct("2012-03-31 17:02:17 -"), unit="days") -as.numeric(as.POSIXct("2014-04-15 08:31:16 -")-as.POSIXct("2014-04-15 04:31:16 -"), unit="days") -as.numeric(as.POSIXct("2013-08-30 08:25:52 -")-as.POSIXct("2013-08-30 04:25:52 -"), unit="days") -as.numeric(as.POSIXct("2012-06-28 12:02:58 -")-as.POSIXct("2012-06-28 04:41:05 -"), unit="days") -as.numeric(as.POSIXct("2012-03-12 11:32:41 -")-as.POSIXct("2012-03-08 07:32:06 -"), unit="days") -as.numeric(as.POSIXct("2012-07-14 19:06:01 -")-as.POSIXct("2012-07-14 15:06:01 -"), unit="days") -as.numeric(as.POSIXct("2012-09-23 03:41:35 -")-as.POSIXct("2012-09-22 23:41:35 -"), unit="days") -as.numeric(as.POSIXct("2012-11-04 22:57:59 -")-as.POSIXct("2012-11-04 09:36:27 -"), unit="days") -as.numeric(as.POSIXct("2015-04-02 12:37:04 -")-as.POSIXct("2014-02-17 09:19:10 -"), unit="days") -as.numeric(as.POSIXct("2011-09-23 05:37:51 -")-as.POSIXct("2007-03-09 11:17:14 -"), unit="days") -as.numeric(as.POSIXct("2014-05-10 14:17:37 -")-as.POSIXct("2014-03-15 09:47:58 -"), unit="days") -as.numeric(as.POSIXct("2013-09-09 01:53:53 -")-as.POSIXct("2013-09-08 21:53:53 -"), unit="days") -as.numeric(as.POSIXct("2015-06-30 20:49:36 -")-as.POSIXct("2015-06-30 16:49:36 -"), unit="days") -as.numeric(as.POSIXct("2011-02-02 11:56:48 -")-as.POSIXct("2011-02-02 05:57:37 -"), unit="days") -as.numeric(as.POSIXct("2011-02-02 11:56:48 -")-as.POSIXct("2011-11-04 09:43:27 -"), unit="days") -as.numeric(as.POSIXct("2011-11-04 13:43:27 -")-as.POSIXct("2011-11-04 09:43:27 -"), unit="days") -as.numeric(as.POSIXct("2009-01-22 01:08:05 -")-as.POSIXct("2007-03-23 16:50:26 -"), unit="days") -contrib_df <- read_csv("../final_data/deb_contrib_did.csv") -readme_df <- read_csv("../final_data/deb_readme_did.csv") -contrib_df <- contrib_df |> -filter(event_gap >= 0) -readme_df <- readme_df |> -filter(event_gap >= 0) -hist(readme_df$event_gap) -mean(readme_df$event_gap) -sd(readme_df$event_gap) -median(readme_df$event_gap) -max(readme_df$event_gap) -13871.64 / 365 -true_gap <- c() -for (i in len(readme_df$event_date)){ -delta <- as.numeric(as.POSIXct(readme_df$event_date[i,])-as.POSIXct(readme_df$first_commit_dt[i,]), unit="days") -true_gap <- c(true_gap, delta) -} -for (i in length(readme_df$event_date)){ -delta <- as.numeric(as.POSIXct(readme_df$event_date[i,])-as.POSIXct(readme_df$first_commit_dt[i,]), unit="days") -true_gap <- c(true_gap, delta) -} -delta <- as.numeric(as.POSIXct(readme_df$event_date[i])-as.POSIXct(readme_df$first_commit_dt[i]), unit="days") -for (i in length(readme_df$event_date)){ -delta <- as.numeric(as.POSIXct(readme_df$event_date[i])-as.POSIXct(readme_df$first_commit_dt[i]), unit="days") -true_gap <- c(true_gap, delta) -} -true_gap -for (i in length(readme_df$event_date)){ -delta <- as.numeric(as.POSIXct(readme_df$event_date[i])-as.POSIXct(readme_df$first_commit_dt[i]), unit="days") -true_gap <- c(true_gap, delta) -} -true_gap -length(readme_df$event_date) -true_gap <- c() -for (i in length(readme_df$event_date)){ -delta <- as.numeric(as.POSIXct(readme_df$event_date[i])-as.POSIXct(readme_df$first_commit_dt[i]), unit="days") -true_gap <- c(true_gap, delta) -} -true_gap -length(readme_df$event_date) -true_gap <- c() -for (i in 1:length(readme_df$event_date)){ -delta <- as.numeric(as.POSIXct(readme_df$event_date[i])-as.POSIXct(readme_df$first_commit_dt[i]), unit="days") -true_gap <- c(true_gap, delta) -} -true_gap -library(tidyverse) -readme_df <- read_csv("../final_data/deb_readme_did.csv") -readme_df <- readme_df |> -filter(event_gap >= 0) -hist(readme_df$event_gap) -median(readme_df$event_gap) -sd(readme_df$event_gap) -max(readme_df$event_gap) -table(readme_df$event_gap) -contrib_df <- read_csv("../final_data/deb_contrib_did.csv") -contrib_df <- contrib_df |> -filter(event_gap >= 0) -median(readme_df$event_gap) -sd(readme_df$event_gap) hist(contrib_df$event_gap) median(contrib_df$event_gap) 1786.431 / 265 @@ -510,3 +71,442 @@ contrib_g library(gridExtra) grid.arrange(contrib_g, readme_g, nrow = 1) source("~/Desktop/git/24_deb_gov/R/contribRDDAnalysis.R") +source("~/Desktop/git/24_deb_gov/R/documentReadabilityAnalysis.R") +contrib_pop_df <- read_csv("../final_data/deb_contrib_pop_change.csv") +contrib_df <- read_csv("../final_data/deb_contrib_did.csv") +View(contrib_pop_df) +contrib_readability_df <- read_csv('../text_analysis/dwo_readability_contributing.csv') +View(contrib_readability_df) +View(contrib_pop_df) +View(contrib_readability_df) +View(contrib_pop_df) +View(contrib_readability_df) +View(contrib_pop_df) +View(contrib_pop_df) +View(contrib_df) +View(contrib_pop_df) +View(contrib_readability_df) +View(contrib_pop_df) +#concat dataframes into central data +contrib_df_total <- contrib_pop_df |> +mutate(project_name = str_split(upstream_vcs_link, pattern="/")[-1]) +View(contrib_pop_df) +View(contrib_readability_df) +View(contrib_readability_df) +contrib_df_total <- contrib_readability_df |> +mutate(project_name = str_split(filename, pattern="_")[-2]) +View(contrib_readability_df) +contrib_df_total <- contrib_readability_df |> +mutate(project_name = str_split(filename, pattern="_")) +View(contrib_df_total) +contrib_df_total <- contrib_readability_df |> +mutate(project_name = str_split(filename, pattern="_")[0]) +contrib_df_total <- contrib_readability_df |> +mutate(project_name = str_split(filename, pattern="_")[1]) +View(contrib_df_total) +contrib_df_total <- contrib_readability_df |> +mutate(project_name = str_split(filename, pattern="_")[1] |> +sapply("[[", 1)) +View(contrib_df_total) +contrib_df_total <- contrib_readability_df |> +mutate(project_name = str_split(filename, pattern="_")) +View(contrib_df_total) +contrib_df_total <- contrib_readability_df |> +mutate(project_name_array = str_split(filename, pattern="_")) |> +mutate(projes_name = project_name_array[1]) +View(contrib_df_total) +View(contrib_readability_df) +View(contrib_pop_df) +#concat dataframes into central data +contrib_pop_df <- contrib_pop_df %>% +mutate(first_element = map_chr(upstream_vcs_link, ~ { +parts <- str_split(.x, pattern = "/")[[1]] +if (length(parts) >= 1) { +parts[1] # Extract the first element after splitting +} else { +NA_character_ +} +})) +View(contrib_pop_df) +contrib_df_total <- contrib_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +parts[1] +} else { +NA_character_ +} +})) +contrib_df <- read_csv("../final_data/deb_contrib_did.csv") +contrib_pop_df <- read_csv("../final_data/deb_contrib_pop_change.csv") +contrib_readability_df <- read_csv('../text_analysis/dwo_readability_contributing.csv') +contrib_df_total <- contrib_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +parts[1] +} else { +NA_character_ +} +})) +View(contrib_df_total) +contrib_pop_df <- contrib_pop_df |> +mutate(project_name = map_chr(upstream_vcs_link, ~ { +parts <- str_split(.x, pattern = "/")[[1]] +if (length(parts) >= 1) { +parts[-1] +} else { +NA_character_ +} +})) +parts[length(parts)] +contrib_pop_df <- contrib_pop_df |> +mutate(project_name = map_chr(upstream_vcs_link, ~ { +parts <- str_split(.x, pattern = "/")[[1]] +if (length(parts) >= 1) { +parts[length(parts)] +} else { +NA_character_ +} +})) +View(contrib_pop_df) +source("~/Desktop/git/24_deb_gov/R/docChar_outcomes.R") +source("~/Desktop/git/24_deb_gov/R/docChar_outcomes.R") +contrib_total_df <- contrib_pop_df |> +left_join(contrib_readability_df, by="project_name") +View(contrib_total_df) +# test regressions +lm1 <- glm.nb(after_contrib_new ~ word_count, data = contrib_total_df) +# test regressions +library(MASS) +lm1 <- glm.nb(after_contrib_new ~ word_count, data = contrib_total_df) +summary(lm1) +View(contrib_total_df) +contrib_total_df <- contrib_pop_df |> +join(contrib_readability_df, by="project_name") +View(contrib_total_df) +View(contrib_readability_df) +qqnorm(residuals(lm1)) +source("~/Desktop/git/24_deb_gov/R/docChar_outcomes.R") +lm1 <- glm.nb(after_contrib_new ~ linsear_write, data = contrib_total_df) +lm1 <- glm.nb(after_contrib_new ~ linsear, data = contrib_total_df) +View(contrib_total_df) +lm1 <- glm.nb(after_contrib_new ~ linsear_write_formula, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(after_contrib_new ~ reading_time, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(after_contrib_new ~ flesch_reading_ease, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +contrib_readability_df <- contrib_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +head(parts, -1) +} else { +NA_character_ +} +})) +parts[1] + parts[2] +contrib_readability_df <- contrib_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +parts[1] + parts[2] +} else { +NA_character_ +} +})) +contrib_readability_df <- contrib_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +paste(head(parts, -1), collapse="") +} else { +NA_character_ +} +})) +View(contrib_readability_df) +#libraries +library(stringr) +contrib_df <- read_csv("../final_data/deb_contrib_did.csv") +contrib_pop_df <- read_csv("../final_data/deb_contrib_pop_change.csv") +contrib_readability_df <- read_csv('../text_analysis/dwo_readability_contributing.csv') +contrib_pop_df <- contrib_pop_df |> +mutate(project_name = map_chr(upstream_vcs_link, ~ { +parts <- str_split(.x, pattern = "/")[[1]] +if (length(parts) >= 1) { +parts[length(parts)] +} else { +NA_character_ +} +})) +contrib_readability_df <- contrib_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +paste(head(parts, -1), collapse="_") +} else { +NA_character_ +} +})) +contrib_total_df <- contrib_pop_df |> +join(contrib_readability_df, by="project_name") +View(contrib_total_df) +# test regressions +library(MASS) +lm1 <- glm.nb(after_contrib_new ~ flesch_reading_ease, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(after_contrib_new ~ flesch_reading_ease + age_in_days, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +View(contrib_df) +source("~/Desktop/git/24_deb_gov/R/contrib_docChar_outcomes.R") +View(windowed_data) +View(windowed_data) +summed_data <- windowed_data |> +group_by(upstream_vcs_link) |> +summarize(total_ct_after_all = sum(ct_after_all)) +summed_data <- windowed_data |> +filter(window="ct_after_all") |> +group_by(upstream_vcs_link) |> +summarize(total_ct_after_all = sum(count)) +summed_data <- windowed_data |> +filter(window=="ct_after_all") |> +group_by(upstream_vcs_link) |> +summarize(total_ct_after_all = sum(count)) +View(summed_data) +summed_data <- windowed_data |> +filter(window=="ct_after_all") |> +group_by(upstream_vcs_link) |> +mutate(total_ct_after_all = sum(count)) +View(summed_data) +summed_data <- windowed_data |> +filter(window=="ct_after_all") |> +group_by(upstream_vcs_link) |> +summarize(total_ct_after_all = sum(count)) |> ungroup() +View(summed_data) +View(windowed_data) +summed_data <- windowed_data |> +filter(window=="ct_after_all") |> +group_by(upstream_vcs_link) |> +summarise_at(vars(count), list(name=sum)) +View(summed_data) +summed_data <- windowed_data |> +filter(D==1) |> +group_by(upstream_vcs_link) |> +summarise_at(vars(count), list(summed_count=sum)) +View(summed_data) +source("~/Desktop/git/24_deb_gov/R/contrib_docChar_outcomes.R") +contrib_total_df <- contrib_total_df|> +join(summed_data, by=upstream_vcs_link) +contrib_total_df <- contrib_pop_df |> +join(contrib_readability_df, by="project_name") +View(contrib_total_df) +contrib_total_df <- contrib_total_df|> +join(summed_data, by=upstream_vcs_link) +View(summed_data) +contrib_total_df <- contrib_total_df|> +join(summed_data, by="upstream_vcs_link") +View(contrib_total_df) +View(contrib_df) +source("~/Desktop/git/24_deb_gov/R/contrib_docChar_outcomes.R") +#outcome variable that is number of commits by number of new contributors +contrib_total_df$commit_by_contrib = contrib_total_df$summed_count * contrib_total_df$after_contrib_new +# test regressions +library(MASS) +lm1 <- glm.nb(after_contrib_new ~ flesch_reading_ease + age_in_days, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(commit_by_contrib ~ flesch_reading_ease + age_in_days, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +View(contrib_total_df) +lm1 <- glm.nb(commit_by_contrib ~ word_count, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +contrib_total_df$scaled_outcome = scale(contrib_total_df$commit_by_contrib) +lm1 <- glm.nb(scaled_outcome ~ word_count + flesch_kincaid, data = contrib_total_df) +lm1 <- glm.nb(scaled_outcome ~ word_count + flesch_kincaid_grade, data = contrib_total_df) +contrib_total_df$logged_outcome = log1p(contrib_total_df$commit_by_contrib) +# test regressions +library(MASS) +lm1 <- glm.nb(scaled_outcome ~ word_count + flesch_kincaid_grade, data = contrib_total_df) +lm1 <- glm.nb(logged_outcome ~ word_count + flesch_kincaid_grade, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ word_count + flesch_kincaid_grade + linsear_write_formula, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +contrib_total_df$scaled_outcome = scale(contrib_total_df$commit_by_contrib) +# test regressions +library(MASS) +lm1 <- lm(scaled_outcome ~ word_count + flesch_kincaid_grade + linsear_write_formula, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ word_count + flesch_kincaid_grade + linsear_write_formula, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ word_count + flesch_kincaid_grade + linsear_write_formula + mcalpine_eflaw, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ word_count + flesch_kincaid_grade + linsear_write_formula + mcalpine_eflaw + dale_chall_readability_score, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ word_count + dale_chall_readability_score, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ word_count + reading_time, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(commit_by_contrib ~ word_count + reading_time, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(commit_by_contrib ~ word_count + flesch_kincaid_grade, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +#libraries +library(stringr) +readme_df <- read_csv("../final_data/deb_readme_did.csv") +readme_pop_df <- read_csv("../final_data/deb_readme_pop_change.csv") +readme_readability_df <- read_csv('../text_analysis/dwo_readability_readmeuting.csv') +source("~/Desktop/git/24_deb_gov/R/readme_docChar_outcomes.R") +source("~/Desktop/git/24_deb_gov/R/readme_docChar_outcomes.R") +lm1 <- glm.nb(commit_by_readme ~ word_count + flesch_kincaid_grade, data = readme_total_df) +View(readme_readability_df) +readme_readability_df <- readme_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +paste(head(parts, -1), collapse="_") +} else { +NA_character_ +} +})) +readme_total_df <- readme_pop_df |> +join(readme_readability_df, by="project_name") +readme_total_df <- readme_total_df|> +join(summed_data, by="upstream_vcs_link") +#outcome variable that is number of commits by number of new readmeutors +readme_total_df$commit_by_readme = readme_total_df$summed_count * readme_total_df$after_readme_new +readme_total_df$logged_outcome = log(readme_total_df$commit_by_readme) +View(readme_total_df) +View(readme_total_df) +#outcome variable that is number of commits by number of new readmeutors +readme_total_df$commit_by_readme = readme_total_df$summed_count * readme_total_df$after_readme_new +View(readme_total_df) +View(readme_readability_df) +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/agateau/yokadi/issues/new", "project_name"] = "yokadi" +View(readme_pop_df) +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/SciRuby/rb-gsl/issues/new", "project_name"] = "rb-gsl" +source("~/Desktop/git/24_deb_gov/R/readme_docChar_outcomes.R") +readme_readability_df <- readme_readability_df |> +mutate(project_name = map_chr(filename, ~ { +parts <- str_split(.x, pattern = "_")[[1]] +if (length(parts) >= 1) { +paste(head(parts, -1), collapse="_") +} else { +NA_character_ +} +})) +readme_readability_df[readme_readability_df['filename'] == "yder_README_8md.html", "project_name"] = "yder" +readme_readability_df[readme_readability_df['filename'] == "pg_filedump.git_README.pg_filedump", "project_name"] = "pg_filedump.git" +readme_readability_df[readme_readability_df['filename'] == "openvas_UPGRADE_README", "project_name"] = "openvas" +readme_readability_df[readme_readability_df['filename'] == "hyphen.git_README_hyph_en_US.txt", "project_name"] = "hyphen.git" +readme_readability_df[readme_readability_df['filename'] == "cycle.git_README_ru.html", "project_name"] = "cycle.git" +readme_readability_df[readme_readability_df['filename'] == "diffuse.git_README_ru", "project_name"] = "diffuse.git" +readme_readability_df[readme_readability_df['filename'] == "CheMPS2_README_8md_source.html", "project_name"] = "CheMPS2" +readme_readability_df[readme_readability_df['filename'] == "sleuthkit_README_win32.txt", "project_name"] = "sleuthkit" +readme_readability_df[readme_readability_df['filename'] == "Lmod_README_lua_modulefiles.txt", "project_name"] = "Lmod" +readme_readability_df[readme_readability_df['filename'] == "engauge_debian_README_for_osx", "project_name"] = "engauge_debian" +readme_total_df <- readme_pop_df |> +join(readme_readability_df, by="project_name") +readme_total_df <- readme_total_df|> +join(summed_data, by="upstream_vcs_link") +#outcome variable that is number of commits by number of new readmeutors +readme_total_df$commit_by_readme = readme_total_df$summed_count * readme_total_df$after_readme_new +View(readme_total_df) +readme_total_df$logged_outcome = log(readme_total_df$commit_by_readme) +#outcome variable that is number of commits by number of new readmeutors +readme_total_df$commit_by_readme = readme_total_df$summed_count * readme_total_df$after_readme_new +#outcome variable that is number of commits by number of new readmeutors +readme_total_df$commit_by_contrib = readme_total_df$summed_count * readme_total_df$after_readme_new +#outcome variable that is number of commits by number of new readmeutors +readme_total_df$commit_by_contrib = NA +readme_total_df$commit_by_contrib = readme_total_df$summed_count * readme_total_df$after_readme_new +View(readme_total_df) +View(readme_total_df) +readme_total_df$commit_by_contrib = readme_total_df$summed_count * readme_total_df$after_contrib_new +lm1 <- glm.nb(commit_by_contrib ~ word_count + flesch_kincaid_grade, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +readme_total_df$logged_outcome = log(readme_total_df$commit_by_readme) +readme_total_df$logged_outcome = log(readme_total_df$commit_by_contrib) +lm1 <- glm.nb(commit_by_contrib ~ word_count + flesch_kincaid_grade, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(summed_count ~ word_count + flesch_kincaid_grade, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(commit_by_contrib ~ word_count + flesch_kincaid_grade, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(after_contrib_new ~ word_count + flesch_kincaid_grade, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(after_contrib_new ~ word_count + reading_time, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(commit_by_contrib ~ word_count + reading_time, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(reading_time ~ word_count , data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +View(readme_total_df) +lm1 <- glm.nb(reading_time ~ flesch_reading_ease , data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(flesch_reading_ease ~ reading_time , data = readme_total_df) +lm1 <- glm.nb(commit_by_contrib ~ reading_time , data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(commit_by_contrib ~ reading_time + linsear_write_formula , data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +readme_total_df$commit_by_contrib = readme_total_df$summed_count * (readme_total_df$after_contrib_new + 1) +readme_total_df$logged_outcome = log(readme_total_df$commit_by_contrib) +lm1 <- glm.nb(commit_by_contrib ~ reading_time + linsear_write_formula , data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +readme_total_df$logged_outcome = log1p(readme_total_df$commit_by_contrib) +lm1 <- glm.nb(logged_outcome ~ reading_time + linsear_write_formula , data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ reading_time + linsear_write_formula + flesch_reading_ease, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome ~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(summed_count~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(summed_count~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw + word_count, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(logged_outcome~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw + word_count, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +source("~/Desktop/git/24_deb_gov/R/contrib_docChar_outcomes.R") +lm1 <- glm.nb(logged_outcome~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw + word_count, data = contrib_total_df) +contrib_total_df$logged_outcome = log1p(contrib_total_df$commit_by_contrib) +lm1 <- glm.nb(logged_outcome ~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw + word_count, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) +lm1 <- glm.nb(summed_count ~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw + word_count, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) diff --git a/R/0715_readability_plots.png b/R/0715_readability_plots.png new file mode 100644 index 0000000000000000000000000000000000000000..8ff228e24a9619b37f446660ab4fc18c15771d3a GIT binary patch literal 200642 zcmZ^~by!?a5G9JcyK8W_;O-J6!4hO3xNCyDy9Iam;0}Yk2X}XOhd1!seY@}5w}0?4 z(zoY!ch#wLs_KR)D@r3H5Fmhofg#JvNPGnYg93tqK{Ud_fIe}x;A8-OfMO;tu52ML zEpB6JWB<)o-@r)P$lA!>%;2lE7#J8&M1-1-DUlkMP-;^R!>2L7>4Jh-lvl1lwU%Ee 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zc*-Za14!|;s8(>KhrMq_#Opg%qOKk76(z9s)V0afeytg;C(mSlTX>0OQhQ#NhpR99 zDexBIj`{SGZ80v@@{*^!R#pv~IMezsI!7j=6A6+|@s3^TO9-TQ=##Y77ZW64eJIzWS zDi?cswdp@Q=+KGY$PvAkKNq*~gG1T)LxipMcz+Fj?}uLZcYB~+Xyoif&K9LKAP7i?Eveg86K<&y0nl-)1EI^fD*BN>a_)h+AWdr7AHPcriNS+t9}n7 z6sHy-Qr{HQ*i0=5AEbmofc?M20g{nfikkcB|D2^ABpD|We~!B{02hz7u;v&a<0h2{ zDsDzk!hBg1+k9=;-OU|3!AU@_UejhkALFh5AY@xX4Em8bv@&Z$N8O9u2;S;mu+HG8 z&pkRWUN@D@p+d$T^2IncE+oLOUHTO`!p(GGY6N*G&T)(`x<5s|waPao%qF$8g0AoV zEr|}wOI(G3c8FtW-+@x~$8RjVncj@K>TM4zjH@*_M{)`6kHKtdunHBs@=7a`@JI@t zxP0Iok(B15=C3C%kgvr<`Q@`81y^AqyBZ1{e4V5{$aFdIxc2~rfH{~W?l+L!ZYWUcA3W0(RVi#FiH+y0)IAD^TCeUc9Zx4qbH>;dLW}y!AUg2gOhTK4E_H@9 zqbB$hv+xm0r&4E{)G=z>E z;?22f7%KSWQ4yjkVSz&=2}k6jP6l!s=VAs=JFSw!vb`cB2MQ94eVA1G?Z2w%Kqc;O zq^V(G#?RvJ(gW6V6Q8E(;EQo!4XJA~0CXnme3%NAtTN8*SW>57P~A#ZI=rKVK05jQ zZ_A``@k1N{gmF<(OBcbw!h@bB3kd=cO3PS>dP2gm{Olbldhz$wGfZydYOv_bJQg6L zV*#R`6l5z(nVaRhD8Bh0U|f4@J*~0%!EyX@6TO6;uqrUe*+@P;FLV3*RqOb{x?MVF9Z=CZgl^vq$kRM#4-P?kR>K8U906c^=Z0) zf;&M#fxpE6FAVyxItrx#th0E)K&9ZHYstNtbp2l_>c1WbJ~)dS<3?l+IMHxg_h5nn OexyFie<&B%_xnGVA?t - filter(event_gap >= 0) #some preprocessing and expansion col_order <- c("upstream_vcs_link", "age_in_days", "first_commit", "first_commit_dt", "event_gap", "event_date", "event_hash", "before_all_ct", "after_all_ct", "before_mrg_ct", "after_mrg_ct", "before_auth_new", "after_auth_new", "before_commit_new", "after_commit_new") contrib_df <- contrib_df[,col_order] diff --git a/R/contrib_docChar_outcomes.R b/R/contrib_docChar_outcomes.R new file mode 100644 index 0000000..d58ff33 --- /dev/null +++ b/R/contrib_docChar_outcomes.R @@ -0,0 +1,77 @@ +#libraries +library(stringr) +contrib_df <- read_csv("../final_data/deb_contrib_did.csv") +contrib_pop_df <- read_csv("../final_data/deb_contrib_pop_change.csv") +contrib_readability_df <- read_csv('../text_analysis/dwo_readability_contributing.csv') +#get the contribution count +#some preprocessing and expansion +col_order <- c("upstream_vcs_link", "age_in_days", "first_commit", "first_commit_dt", "event_gap", "event_date", "event_hash", "before_all_ct", "after_all_ct", "before_mrg_ct", "after_mrg_ct", "before_auth_new", "after_auth_new", "before_commit_new", "after_commit_new") +contrib_df <- contrib_df[,col_order] +contrib_df$ct_before_all <- str_split(gsub("[][]","", contrib_df$before_all_ct), ", ") +contrib_df$ct_after_all <- str_split(gsub("[][]","", contrib_df$after_all_ct), ", ") +contrib_df$ct_before_mrg <- str_split(gsub("[][]","", contrib_df$before_mrg_ct), ", ") +contrib_df$ct_after_mrg <- str_split(gsub("[][]","", contrib_df$after_mrg_ct), ", ") +drop <- c("before_all_ct", "before_mrg_ct", "after_all_ct", "after_mrg_ct") +contrib_df = contrib_df[,!(names(contrib_df) %in% drop)] +# 2 some expansion needs to happens for each project +expand_timeseries <- function(project_row) { + longer <- project_row |> + pivot_longer(cols = starts_with("ct"), + names_to = "window", + values_to = "count") |> + unnest(count) + longer$observation_type <- gsub("^.*_", "", longer$window) + longer <- ddply(longer, "observation_type", transform, week=seq(from=0, by=1, length.out=length(observation_type))) + longer$count <- as.numeric(longer$count) + #longer <- longer[which(longer$observation_type == "all"),] + return(longer) +} +expanded_data <- expand_timeseries(contrib_df[1,]) +for (i in 2:nrow(contrib_df)){ + expanded_data <- rbind(expanded_data, expand_timeseries(contrib_df[i,])) +} +#filter out the windows of time that we're looking at +window_num <- 8 +windowed_data <- expanded_data |> + filter(week >= (27 - window_num) & week <= (27 + window_num)) |> + mutate(D = ifelse(week > 27, 1, 0)) + +summed_data <- windowed_data |> + filter(D==1) |> + group_by(upstream_vcs_link) |> + summarise_at(vars(count), list(summed_count=sum)) + +#concat dataframes into central data +contrib_pop_df <- contrib_pop_df |> + mutate(project_name = map_chr(upstream_vcs_link, ~ { + parts <- str_split(.x, pattern = "/")[[1]] + if (length(parts) >= 1) { + parts[length(parts)] + } else { + NA_character_ + } + })) + +contrib_readability_df <- contrib_readability_df |> + mutate(project_name = map_chr(filename, ~ { + parts <- str_split(.x, pattern = "_")[[1]] + if (length(parts) >= 1) { + paste(head(parts, -1), collapse="_") + } else { + NA_character_ + } + })) + +contrib_total_df <- contrib_pop_df |> + join(contrib_readability_df, by="project_name") + +contrib_total_df <- contrib_total_df|> + join(summed_data, by="upstream_vcs_link") +#outcome variable that is number of commits by number of new contributors +contrib_total_df$commit_by_contrib = contrib_total_df$summed_count * contrib_total_df$after_contrib_new +contrib_total_df$logged_outcome = log1p(contrib_total_df$commit_by_contrib) +# test regressions +library(MASS) +lm1 <- glm.nb(summed_count ~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw + word_count, data = contrib_total_df) +qqnorm(residuals(lm1)) +summary(lm1) diff --git a/R/readme_docChar_outcomes.R b/R/readme_docChar_outcomes.R new file mode 100644 index 0000000..b9451c9 --- /dev/null +++ b/R/readme_docChar_outcomes.R @@ -0,0 +1,101 @@ +#libraries +library(stringr) +readme_df <- read_csv("../final_data/deb_readme_did.csv") +readme_pop_df <- read_csv("../final_data/deb_readme_pop_change.csv") +readme_readability_df <- read_csv('../text_analysis/dwo_readability_readme.csv') +#get the readmeution count +#some preprocessing and expansion +col_order <- c("upstream_vcs_link", "age_in_days", "first_commit", "first_commit_dt", "event_gap", "event_date", "event_hash", "before_all_ct", "after_all_ct", "before_mrg_ct", "after_mrg_ct", "before_auth_new", "after_auth_new", "before_commit_new", "after_commit_new") +readme_df <- readme_df[,col_order] +readme_df$ct_before_all <- str_split(gsub("[][]","", readme_df$before_all_ct), ", ") +readme_df$ct_after_all <- str_split(gsub("[][]","", readme_df$after_all_ct), ", ") +readme_df$ct_before_mrg <- str_split(gsub("[][]","", readme_df$before_mrg_ct), ", ") +readme_df$ct_after_mrg <- str_split(gsub("[][]","", readme_df$after_mrg_ct), ", ") +drop <- c("before_all_ct", "before_mrg_ct", "after_all_ct", "after_mrg_ct") +readme_df = readme_df[,!(names(readme_df) %in% drop)] +# 2 some expansion needs to happens for each project +expand_timeseries <- function(project_row) { + longer <- project_row |> + pivot_longer(cols = starts_with("ct"), + names_to = "window", + values_to = "count") |> + unnest(count) + longer$observation_type <- gsub("^.*_", "", longer$window) + longer <- ddply(longer, "observation_type", transform, week=seq(from=0, by=1, length.out=length(observation_type))) + longer$count <- as.numeric(longer$count) + #longer <- longer[which(longer$observation_type == "all"),] + return(longer) +} +expanded_data <- expand_timeseries(readme_df[1,]) +for (i in 2:nrow(readme_df)){ + expanded_data <- rbind(expanded_data, expand_timeseries(readme_df[i,])) +} +#filter out the windows of time that we're looking at +window_num <- 8 +windowed_data <- expanded_data |> + filter(week >= (27 - window_num) & week <= (27 + window_num)) |> + mutate(D = ifelse(week > 27, 1, 0)) + +summed_data <- windowed_data |> + filter(D==1) |> + group_by(upstream_vcs_link) |> + summarise_at(vars(count), list(summed_count=sum)) + +#concat dataframes into central data +readme_pop_df <- readme_pop_df |> + mutate(project_name = map_chr(upstream_vcs_link, ~ { + parts <- str_split(.x, pattern = "/")[[1]] + if (length(parts) >= 1) { + parts[length(parts)] + } else { + NA_character_ + } + })) +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/agateau/yokadi/issues/new", "project_name"] = "yokadi" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "http://github.com/voloko/twitter-stream/issues/new", "project_name"] = "twitter-stream" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/ai/autoprefixer-rails/issues/new", "project_name"] = "autoprefixer-rails" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/aquasync/ruby-ole/issues/new", "project_name"] = "ruby-ole" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/bluemonk/ipaddress/issues/new", "project_name"] = "ipaddress" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/ccocchi/rabl-rails/issues/new", "project_name"] = "rabl-rails" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/dejan/espeak-ruby/issues/new", "project_name"] = "espeak-ruby" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/hadley/plyr/issues/new", "project_name"] = "plyr" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/jfelchner/ruby-progressbar/issues/new", "project_name"] = "ruby-progressbar" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/sargon/trayer-srg/issues/new", "project_name"] = "trayer-srg" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/SciRuby/rb-gsl/issues/new", "project_name"] = "rb-gsl" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/solvespace/solvespace/issues/new", "project_name"] = "solvespace" +readme_pop_df[readme_pop_df['upstream_vcs_link'] == "https://github.com/walling/unorm/issues/new", "project_name"] = "unorm" + +readme_readability_df <- readme_readability_df |> + mutate(project_name = map_chr(filename, ~ { + parts <- str_split(.x, pattern = "_")[[1]] + if (length(parts) >= 1) { + paste(head(parts, -1), collapse="_") + } else { + NA_character_ + } + })) +readme_readability_df[readme_readability_df['filename'] == "yder_README_8md.html", "project_name"] = "yder" +readme_readability_df[readme_readability_df['filename'] == "pg_filedump.git_README.pg_filedump", "project_name"] = "pg_filedump.git" +readme_readability_df[readme_readability_df['filename'] == "openvas_UPGRADE_README", "project_name"] = "openvas" +readme_readability_df[readme_readability_df['filename'] == "hyphen.git_README_hyph_en_US.txt", "project_name"] = "hyphen.git" +readme_readability_df[readme_readability_df['filename'] == "cycle.git_README_ru.html", "project_name"] = "cycle.git" +readme_readability_df[readme_readability_df['filename'] == "diffuse.git_README_ru", "project_name"] = "diffuse.git" +readme_readability_df[readme_readability_df['filename'] == "CheMPS2_README_8md_source.html", "project_name"] = "CheMPS2" +readme_readability_df[readme_readability_df['filename'] == "sleuthkit_README_win32.txt", "project_name"] = "sleuthkit" +readme_readability_df[readme_readability_df['filename'] == "Lmod_README_lua_modulefiles.txt", "project_name"] = "Lmod" +readme_readability_df[readme_readability_df['filename'] == "engauge_debian_README_for_osx", "project_name"] = "engauge_debian" + +readme_total_df <- readme_pop_df |> + join(readme_readability_df, by="project_name") + +readme_total_df <- readme_total_df|> + join(summed_data, by="upstream_vcs_link") +#outcome variable that is number of commits by number of new readmeutors +readme_total_df$commit_by_contrib = NA +readme_total_df$commit_by_contrib = readme_total_df$summed_count * (readme_total_df$after_contrib_new + 1) +readme_total_df$logged_outcome = log1p(readme_total_df$commit_by_contrib) +# test regressions +library(MASS) +lm1 <- glm.nb(logged_outcome~ reading_time + linsear_write_formula + flesch_reading_ease + mcalpine_eflaw + word_count, data = readme_total_df) +qqnorm(residuals(lm1)) +summary(lm1)