From 846a9f358d68ddc6ccd50d3c706e0afea2a0a16b Mon Sep 17 00:00:00 2001 From: mjgaughan Date: Thu, 11 Jul 2024 22:22:07 -0500 Subject: [PATCH] updating new documents --- R/.Rhistory | 936 +++++++++--------- R/0710contrib_d_goups.png | Bin 72156 -> 65191 bytes R/0711_contrib_all_01.rda | Bin 0 -> 1479128 bytes R/0711_contrib_inter_groupings.csv | 449 +++++++++ R/0711_interaction_groupings.png | Bin 0 -> 75626 bytes R/0711contrib_d_goups.png | Bin 0 -> 92596 bytes R/contribCrescAnalysis.R | 71 ++ R/contribRDDAnalysis.R | 16 +- R/final_models/0710_contrib_cresc.rda | Bin 0 -> 1358972 bytes R/final_models/0711_contrib_all_rdd.rda | Bin 0 -> 1408331 bytes R/model_presentation.R | 6 +- ...ock.deb_contrib_interaction_groupings.csv# | 1 - .../deb_contrib_interaction_groupings.csv | 902 ++++++++--------- ...eb_contrib_interaction_groupings_stale.csv | 452 +++++++++ 14 files changed, 1903 insertions(+), 930 deletions(-) create mode 100644 R/0711_contrib_all_01.rda create mode 100644 R/0711_contrib_inter_groupings.csv create mode 100644 R/0711_interaction_groupings.png create mode 100644 R/0711contrib_d_goups.png create mode 100644 R/contribCrescAnalysis.R create mode 100644 R/final_models/0710_contrib_cresc.rda create mode 100644 R/final_models/0711_contrib_all_rdd.rda delete mode 100644 final_data/.~lock.deb_contrib_interaction_groupings.csv# create mode 100644 final_data/deb_contrib_interaction_groupings_stale.csv diff --git a/R/.Rhistory b/R/.Rhistory index adb1424..69a7781 100644 --- a/R/.Rhistory +++ b/R/.Rhistory @@ -1,471 +1,3 @@ -new_pop_data <- old_pop_readme |> -mutate(first_commit_dt = as.POSIXct(first_commit, -format = "%a %b %d %H:%M:%S %Y %z")) |> -mutate(age_in_days = -as.numeric( -difftime( -as.POSIXct("2024-06-24 00:00:00", format = "%Y-%m-%d %H:%M:%S"), -first_commit_dt, -units = "days"))) |> -mutate (event_gap = -as.numeric( -difftime( -as.POSIXct(event_date, format = "%Y-%m-%d %H:%M:%S"), -first_commit_dt, -units = "days"))) -new_pop_data$age_of_project = NULL -head(new_pop_data) -write.csv(new_pop_data, file = "../final_data/deb_readme_pop_change_updated.csv", row.names = FALSE) -#CONTRIBUTING Document updates -first_commit_contrib <- read_csv("../062424_did_first_commit_contrib.csv") -####RDD CSV -old_rdd_contrib <- read_csv("../final_data/deb_contrib_did.csv") -old_rdd_contrib <- merge(old_rdd_contrib, first_commit_contrib, by="upstream_vcs_link") -new_rdd_contrib_data <- old_rdd_contrib |> -mutate(first_commit_dt = as.POSIXct(first_commit, -format = "%a %b %d %H:%M:%S %Y %z")) |> -mutate(age_in_days = -as.numeric( -difftime( -as.POSIXct("2024-06-24 00:00:00", format = "%Y-%m-%d %H:%M:%S"), -first_commit_dt, -units = "days"))) |> -mutate (event_gap = -as.numeric( -difftime( -as.POSIXct(event_date, format = "%Y-%m-%d %H:%M:%S"), -first_commit_dt, -units = "days"))) -new_rdd_contrib_data$age_of_project = NULL -View(new_rdd_contrib_data) -write.csv(new_rdd_contrib_data, file = "../final_data/deb_contrib_did_change_updated.csv", row.names = FALSE) -####PopChange CSV -old_pop_contrib <- read_csv("../final_data/deb_contrib_pop_change.csv") -old_pop_contrib <- merge(old_pop_contrib, first_commit_contrib, by="upstream_vcs_link") -new_pop_contrib_data <- old_pop_contrib |> -mutate(first_commit_dt = as.POSIXct(first_commit, -format = "%a %b %d %H:%M:%S %Y %z")) |> -mutate(age_in_days = -as.numeric( -difftime( -as.POSIXct("2024-06-24 00:00:00", format = "%Y-%m-%d %H:%M:%S"), -first_commit_dt, -units = "days"))) |> -mutate (event_gap = -as.numeric( -difftime( -as.POSIXct(event_date, format = "%Y-%m-%d %H:%M:%S"), -first_commit_dt, -units = "days"))) -new_pop_contrib_data$age_of_project = NULL -write.csv(new_pop_contrib_data, file = "../final_data/deb_contrib_pop_change_updated.csv", row.names = FALSE) -library(tidyverse) -library(plyr) -library(stringr) -try(setwd(dirname(rstudioapi::getActiveDocumentContext()$path))) -#load in data -full_df <- read_csv("../final_data/deb_full_data.csv") -contrib_df <- read_csv("../final_data/deb_contrib_pop_change.csv") -readme_df <- read_csv("../final_data/deb_readme_pop_change.csv") -contrib_df <- merge(full_df, contrib_df, by="upstream_vcs_link") -readme_df <- merge(full_df, readme_df, by="upstream_vcs_link") -# age is calculated against December 11, 2023 -#some expansion needs to happens for each project -expand_timeseries <- function(project_row) { -longer <- project_row |> -pivot_longer(cols = ends_with("new"), -names_to = "window", -values_to = "count") |> -unnest(count) |> -mutate(after_doc = as.numeric(str_detect(window, "after"))) |> -mutate(is_collab = as.numeric(str_detect(window, "collab"))) -return(longer) -} -expanded_readme_data <- expand_timeseries(readme_df[1,]) -for (i in 2:nrow(readme_df)){ -expanded_readme_data <- rbind(expanded_readme_data, expand_timeseries(readme_df[i,])) -} -expanded_contrib_data <- expand_timeseries(contrib_df[1,]) -for (i in 2:nrow(contrib_df)){ -expanded_contrib_data <- rbind(expanded_contrib_data, expand_timeseries(contrib_df[i,])) -} -expanded_readme_data$log1pcount <- log1p(expanded_readme_data$count) -expanded_contrib_data$log1pcount <- log1p(expanded_contrib_data$count) -#breaking out the types of population counts -collab_pop_readme <- expanded_readme_data[which(expanded_readme_data$is_collab == 1),] -contrib_pop_readme <- expanded_readme_data[which(expanded_readme_data$is_collab == 0),] -collab_pop_contrib <- expanded_contrib_data[which(expanded_contrib_data$is_collab == 1),] -contrib_pop_contrib <- expanded_contrib_data[which(expanded_contrib_data$is_collab == 0),] -#import models -library(lme4) -library(optimx) -library(MASS) -simple_collab_readme_model <- glm.nb(count ~ as.factor(after_doc), data=collab_pop_readme) -summary(simple_collab_readme_model) -simple_collab_readme_model <- glm.nb(count ~ as.factor(after_doc) + age_in_days, data=collab_pop_readme) -summary(simple_collab_readme_model) -simple_collab_readme_model <- glm.nb(count ~ as.factor(after_doc) + scaled(age_in_days), data=collab_pop_readme) -simple_collab_readme_model <- glm.nb(count ~ as.factor(after_doc) + scale(age_in_days), data=collab_pop_readme) -summary(simple_collab_readme_model) -qqnorm(residuals(simple_collab_readme_model)) -simple_readme_model <- glm.nb(count ~ as.factor(after_doc) + scale(age_in_days), data=contrib_pop_readme) -summary(simple_collab_readme_model) -qqnorm(residuals(simple_collab_readme_model)) -simple_readme_model <- glm.nb(count ~ as.factor(after_doc) + scale(age_in_days), data=expanded_readme_data) -summary(simple_collab_readme_model) -qqnorm(residuals(simple_collab_readme_model)) -View(expanded_readme_data) -library(tidyverse) -library(plyr) -library(stringr) -try(setwd(dirname(rstudioapi::getActiveDocumentContext()$path))) -#load in data -full_df <- read_csv("../final_data/deb_full_data.csv") -contrib_df <- read_csv("../final_data/deb_contrib_pop_change.csv") -readme_df <- read_csv("../final_data/deb_readme_pop_change.csv") -contrib_df <- merge(full_df, contrib_df, by="upstream_vcs_link") -readme_df <- merge(full_df, readme_df, by="upstream_vcs_link") -# age is calculated against December 11, 2023 -#some expansion needs to happens for each project -expand_timeseries <- function(project_row) { -longer <- project_row |> -pivot_longer(cols = ends_with("new"), -names_to = "window", -values_to = "count") |> -unnest(count) |> -mutate(after_doc = as.numeric(str_detect(window, "after"))) |> -mutate(is_collab = as.numeric(str_detect(window, "collab"))) -return(longer) -} -expanded_readme_data <- expand_timeseries(readme_df[1,]) -for (i in 2:nrow(readme_df)){ -expanded_readme_data <- rbind(expanded_readme_data, expand_timeseries(readme_df[i,])) -} -expanded_contrib_data <- expand_timeseries(contrib_df[1,]) -for (i in 2:nrow(contrib_df)){ -expanded_contrib_data <- rbind(expanded_contrib_data, expand_timeseries(contrib_df[i,])) -} -expanded_readme_data$log1pcount <- log1p(expanded_readme_data$count) -expanded_contrib_data$log1pcount <- log1p(expanded_contrib_data$count) -expanded_readme_data$logcount <- log(expanded_readme_data$count) -expanded_contrib_data$logcount <- log(expanded_contrib_data$count) -#scale age -expanded_readme_data$scaled_age <- scale(expanded_readme_data$age_in_days) -expanded_contrib_data$scaled_age <- scale(expanded_contrib_data$age_in_days) -#breaking out the types of population counts -collab_pop_readme <- expanded_readme_data[which(expanded_readme_data$is_collab == 1),] -contrib_pop_readme <- expanded_readme_data[which(expanded_readme_data$is_collab == 0),] -collab_pop_contrib <- expanded_contrib_data[which(expanded_contrib_data$is_collab == 1),] -contrib_pop_contrib <- expanded_contrib_data[which(expanded_contrib_data$is_collab == 0),] -#import models -library(lme4) -library(optimx) -library(MASS) -simple_readme_model <- glm.nb(count ~ as.factor(after_doc) + scale(age_in_days), data=expanded_readme_data) -summary(simple_collab_readme_model) -simple_collab_readme_model <- glm.nb(count ~ as.factor(after_doc) + scale(age_in_days), data=collab_pop_readme) -summary(simple_collab_readme_model) -qqnorm(residuals(simple_collab_readme_model)) -View(contrib_pop_readme) -simple_contrib_readme_model <- glm.nb(count ~ as.factor(after_doc) + scale(age_in_days), data=collab_pop_readme) -summary(simple_contrib_readme_model) -qqnorm(residuals(simple_contrib_readme_model)) -View(collab_pop_readme) -View(collab_pop_readme) -View(contrib_pop_readme) -#contrib_readme_model <- readRDS("final_models/0623_pop_rm_contrib.rda") -collab_contrib_model <- glmer.nb(log1pcount ~ after_doc + (after_doc| upstream_vcs_link), data=collab_pop_contrib) -#contrib docs -simple_collab_contrib_model <- glm.nb(count ~ as.factor(after_doc) + scale(age_in_days), data=collab_pop_contrib) -summary(simple_collab_contrib_model) -#readme docs -simple_collab_readme_model <- glm.nb(log1pcount ~ as.factor(after_doc) + scale(age_in_days), data=collab_pop_readme) -summary(simple_collab_readme_model) -simple_contrib_readme_model <- glm.nb(log1pcount ~ as.factor(after_doc) + scale(age_in_days), data=collab_pop_readme) -summary(simple_contrib_readme_model) -# I don't think MLM is the right one -collab_readme_model <- glmer.nb(log1pcount ~ as.factor(after_doc) + scaled_age + (after_doc| upstream_vcs_link), data=collab_pop_readme) -summary(collab_readme_model) -saveRDS(collab_readme_model, "final_models/0624_pop_rm_collab_better.rda") -contrib_readme_model <- glmer.nb(log1pcount ~ as.factor(after_doc) + scaled_age + (after_doc| upstream_vcs_link), data=contrib_pop_readme) -summary(collab_contrib_model) -summary(contrib_readme_model) -summary(collab_readme_model) -summary(contrib_readme_model) -saveRDS(contrib_readme_model, "final_models/0624_pop_rm_contrib.rda") -texreg(list(collab_readme_model, contrib_readme_model), stars=NULL, digits=2, -custom.model.names=c( 'collab','contrib.' ), -custom.coef.names=c('(Intercept)', 'after_introduction', 'etc'), -use.packages=FALSE, table=FALSE, ci.force = TRUE) -#contrib_readme_model <- readRDS("final_models/0623_pop_rm_contrib.rda") -collab_contrib_model <- glmer.nb(log1pcount ~ after_doc + scaled_age + (after_doc| upstream_vcs_link), data=collab_pop_contrib) -summary(collab_contrib_model) -contrib_pop_readme |> -ggplot(aes(x = after_doc, y = log1pcount, col = as.factor(after_doc))) + -geom_violin() -View(contrib_pop_contrib) -#contrib_readme_model <- readRDS("final_models/0623_pop_rm_contrib.rda") -#contributing models are not statistically significant -contrib_contrib_model <- glm.nb(log1pcount ~ as.factor(after_doc) + event_gap , data=contrib_pop_contrib) -summary(contrib_contrib_model) -#contrib_readme_model <- readRDS("final_models/0623_pop_rm_contrib.rda") -#contributing models are not statistically significant -contrib_contrib_model <- glmer.nb(log1pcount ~ as.factor(after_doc) + event_gap + (after_doc | upstream_vcs_link), data=contrib_pop_contrib) -#contrib_readme_model <- readRDS("final_models/0623_pop_rm_contrib.rda") -#contributing models are not statistically significant -contrib_contrib_model <- glmer.nb(log1pcount ~ as.factor(after_doc) + scale(event_gap) + (after_doc | upstream_vcs_link), data=contrib_pop_contrib) -summary(contrib_contrib_model) -#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("0512_contrib_all.rda") -summary(all_gmodel) -#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("0512_contrib_all.rda") -#identifying the quartiles of effect for D -test_condvals <- broom.mixed::tidy(all_gmodel, effects = "ran_vals", conf.int = TRUE) -test_glmer_ranef_D <- test_condvals [which(test_condvals $term == "D"),] -has_zero <- function(estimate, low, high){ -return(ifelse((low < 0),ifelse((high > 0), 1, 0), 2)) -} -test_glmer_ranef_D <- test_glmer_ranef_D |> -mutate(ranef_grouping = has_zero(estimate, conf.low, conf.high)) |> -mutate(rank = rank(estimate)) -g <- test_glmer_ranef_D |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -theme_bw() -library(tidyverse) -g <- test_glmer_ranef_D |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -theme_bw() -g -test_glmer_ranef_D <- test_glmer_ranef_D |> -mutate(ranef_grouping = has_zero(estimate, conf.low, conf.high)) |> -mutate(rank = rank(estimate)) -g <- test_glmer_ranef_D |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -theme_bw() -g -library(tidyverse) -library(plyr) -library(gridExtra) -library(ggpubr) -# script for the analysis of document readability metrics -# readability metrics will be studied controlled by their length -# gaughan@u.northwestern.edu -# loading in the data -try(setwd(dirname(rstudioapi::getActiveDocumentContext()$path))) -source("~/Desktop/git/24_deb_gov/R/documentReadabilityAnalysis.R", echo=TRUE) -source("~/Desktop/git/24_deb_gov/R/documentReadabilityAnalysis.R", echo=TRUE) -source("~/Desktop/git/24_deb_gov/R/documentReadabilityAnalysis.R", echo=TRUE) -aggregate(readme_df[, 3:10], list(readme_df$subdir), median) -readme_df <- read_csv("../text_analysis/dwo_readability_readme.csv") -aggregate(readme_df[, 3:10], list(readme_df$subdir), median) -aggregate(contributing_df[, 3:10], list(contributing_df$subdir), median) -aggregate(readme_df[, 3:10], list(readme_df$subdir), median) -readme_df <- read_csv("../text_analysis/dwo_readability_readme.csv") -contributing_df <- read_csv("../text_analysis/dwo_readability_contributing.csv") -#getting basic stats for the readme readability -median(readme_df$flesch_reading_ease) -median(readme_df$linsear_write_formula) -readme_rdd <- readRDS("final_models/0624_readme_all_rdd.rda") -contrib_rdd <- readRDS("final_models/0624_contrib_all_rdd.rda") -textreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, table=FALSE, ci.force = TRUE)) -textreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, table=FALSE, ci.force = TRUE) -reg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, table=FALSE, ci.force = TRUE) -texreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, table=FALSE, ci.force = TRUE) -library(texreg) -texreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, table=FALSE, ci.force = TRUE) -summary(readme) -summary(readme_rdd) -texreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, -custom.model.names=c( 'README','CONTRIBUTING'), -custom.coef.names=c('(Intercept)', 'Indtroduction', 'Week (Time)', 'Project Age', 'Introduction:Week', 'Event Gap'), -table=FALSE, ci.force = TRUE) -readme_groupings <- read.csv('../final_data/deb_readme_interaction_groupings.csv') -contrib_groupings <- read.csv('../final_data/deb_contrib_interaction_groupings.csv') -View(readme_groupings) -library(tidyverse) -readme_g <- readme_groupings |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -theme_bw() -readme_g -subdirColors <- -setNames( c('firebrick1', 'forestgreen', 'cornflowerblue') -, c(0,1,2) ) -readme_g <- readme_groupings |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -scale_color_manual(values = subdirColors) + -theme_bw() -readme_g -contrib_groupings <- read.csv('../final_data/deb_contrib_interaction_groupings.csv') -contrib_g <- contrib_groupings |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -scale_color_manual(values = subdirColors) + -theme_bw() -contrib_g -grid.arrange(readme_g, contrib_g, nrow = 1) -library(gridExtra) -grid.arrange(readme_g, contrib_g, nrow = 1) -readme_g <- readme_groupings |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -scale_color_manual(values = subdirColors) + -guides(fill="none", color="none")+ -theme_bw() -readme_g -grid.arrange(readme_g, contrib_g, nrow = 1) -grid.arrange(contrib_g, readme_g, nrow = 1) -contrib_g <- contrib_groupings |> -ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + -geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + -scale_color_manual(values = subdirColors) + -theme_bw() + -theme(legend.position = "top") -grid.arrange(contrib_g, readme_g, nrow = 1) -library(jtools) -plot_summs(readme_rdd, contrib_rdd) -?plot_summs -plot_summs(readme_rdd, contrib_rdd, plot.distributions = TRUE) -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 <- read_csv('../final_data/deb_contrib_did.csv') -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$observation_type == "all"),] -return(longer) -} -expanded_data <- expand_timeseries(contrib_df[1,]) -library(plyr) -contrib_df <- read_csv('../final_data/deb_contrib_did.csv') -col_order <- c("upstream_vcs_link", "age_in_days", "first_commit", "first_commit_dt", "event_gap", "event_date", "event_hash", "before_all_ct", "after_all_ct", "before_mrg_ct", "after_mrg_ct", "before_auth_new", "after_auth_new", "before_commit_new", "after_commit_new") -contrib_df <- contrib_df[,col_order] -contrib_df$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,])) -} -View(expand_timeseries) -View(expanded_data) -window_num <- 8 -windowed_data <- expanded_data |> -filter(week >= (27 - window_num) & week <= (27 + window_num)) |> -mutate(D = ifelse(week > 27, 1, 0)) -windowed_data$week_offset <- windowed_data$week - 27 -View(windowed_data) -time_plot <- expanded_data |> -ggplot(aes(x=week_offset, y=count)) -time_plot -time_plot <- windowed_data |> -ggplot(aes(x=week_offset, y=count)) -time_plot -time_plot <- windowed_data |> -ggplot(aes(x=week_offset, y=count)) + -geom_point() -time_plot -time_plot <- windowed_data |> -ggplot(aes(x=week_offset, y=median(count))) + -geom_point() -time_plot -time_plot <- windowed_data |> -ggplot(aes(x=week_offset, y=mean(count))) + -geom_point() -time_plot -time_plot <- windowed_data |> -ggplot(aes(x=week_offset, y=count)) + -geom_point() -time_plot -all_actions_data <- windowed_data[which(windowed_data$observation_type == "all"),] -all_actions_data$log1p_count <- log1p(all_actions_data$count) -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count)) + -geom_point() -time_plot -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count)) + -geom_smooth()+ -geom_point() -time_plot -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count)) + -geom_smooth() -time_plot -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count)) + -geom_smooth() + -theme_bw() -time_plot -windowed_readme_data$week_offset <- windowed_readme_data$week - 27 -all_actions_readme_data <- windowed_readme_data[which(windowed_readme_data$observation_type == "all"),] -source("~/Desktop/git/24_deb_gov/R/gam_plot_documents.R") -time_plot -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count, color=factor(document_type))) + -geom_smooth() + -theme_bw() -time_plot -View(expanded_readme_data) -mean(all_actions_readme_data$event_gap) -mean(median$event_gap) -median(all_actions_readme_data$event_gap) -mean(all_actions_readme_data$event_gap) -mean(all_actions_contrib_data$event_gap) -median(all_actions_contrib_data$event_gap) -time_plot <- all_actions_data |> -ggplot(aes(x=week_offset, y=log1p_count, color=factor(document_type))) + -geom_smooth() + -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() + @@ -510,3 +42,471 @@ 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$event_gap) +1786.431 / 265 +1786.431 / 365 +sd(contrib_df$event_gap) +sd(contrib_df$event_gap) +max(readme_df$event_gap) +#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) +library(tidyverse) +library(texreg) +readme_rdd <- readRDS("final_models/0624_readme_all_rdd.rda") +contrib_rdd <- readRDS("final_models/0710_contrib_all.rda") +contrib_rdd <- readRDS("final_models/0710_contrib_all_rdd.rda") +texreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, +custom.model.names=c( 'README','CONTRIBUTING'), +custom.coef.names=c('(Intercept)', 'Indtroduction', 'Week (Time)', 'Project Age', 'Introduction:Week', 'Event Gap'), +table=FALSE, ci.force = TRUE) +source("~/Desktop/git/24_deb_gov/R/contribCrescAnalysis.R") +#all_gmodel <- readRDS("0710_contrib_all.rda") +summary(all_gmodel) +saveRDS(all_gmodel, "0710_contrib_cresc.rda") +range(all_actions_data$log1p_count) +source("~/Desktop/git/24_deb_gov/R/contribRDDAnalysis.R") +source("~/Desktop/git/24_deb_gov/R/contribRDDAnalysis.R") +all_gmodel <- readRDS("0711_contrib_all.rda") +summary(all_gmodel) +library(tidyverse) +library(texreg) +library(tidyverse) +library(texreg) +readme_rdd <- readRDS("final_models/0624_readme_all_rdd.rda") +contrib_rdd <- readRDS("final_models/0711_contrib_all_rdd.rda") +summary(readme_rdd) +texreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, +custom.model.names=c( 'README','CONTRIBUTING'), +custom.coef.names=c('(Intercept)', 'Indtroduction', 'Week (Time)', 'Project Age', 'Introduction:Week', 'Event Gap'), +table=FALSE, ci.force = TRUE) +contrib_rdd <- readRDS("final_models/0711_contrib_all_rdd.rda") +contrib_rdd <- readRDS("final_models/0711_contrib_all_rdd.rda") +texreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, +custom.model.names=c( 'README','CONTRIBUTING'), +custom.coef.names=c('(Intercept)', 'Indtroduction', 'Week (Time)', 'Project Age', 'Introduction:Week', 'Event Gap'), +table=FALSE, ci.force = TRUE) +texreg(list(readme_rdd, contrib_rdd), stars=NULL, digits=3, use.packages=FALSE, +custom.model.names=c( 'README','CONTRIBUTING'), +custom.coef.names=c('(Intercept)', 'Indtroduction', 'Week (Time)', 'Project Age', 'Introduction:Week'), +table=FALSE, ci.force = TRUE) +readme_groupings <- read.csv('../final_data/deb_readme_interaction_groupings.csv') +contrib_groupings <- read.csv('../final_data/0711_contrib_inter_groupings.csv') +subdirColors <- +setNames( c('firebrick1', 'forestgreen', 'cornflowerblue') +, c(0,1,2) ) +readme_g <- readme_groupings |> +ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + +geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + +scale_color_manual(values = subdirColors) + +guides(fill="none", color="none")+ +theme_bw() +readme_g +contrib_g <- contrib_groupings |> +ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) + +geom_linerange(aes(ymin= conf.low, ymax= conf.high)) + +scale_color_manual(values = subdirColors) + +theme_bw() + +theme(legend.position = "top") +contrib_g 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