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
+library(gridExtra)
+grid.arrange(contrib_g, readme_g, nrow = 1)
+source("~/Desktop/git/24_deb_gov/R/contribRDDAnalysis.R")
diff --git a/R/0710contrib_d_goups.png b/R/0710contrib_d_goups.png
index 47ce6ef..423c1e7 100644
Binary files a/R/0710contrib_d_goups.png and b/R/0710contrib_d_goups.png differ
diff --git a/R/0711_contrib_all_01.rda b/R/0711_contrib_all_01.rda
new file mode 100644
index 0000000..cc8dcad
Binary files /dev/null and b/R/0711_contrib_all_01.rda differ
diff --git a/R/0711_contrib_inter_groupings.csv b/R/0711_contrib_inter_groupings.csv
new file mode 100644
index 0000000..ece57a5
--- /dev/null
+++ b/R/0711_contrib_inter_groupings.csv
@@ -0,0 +1,449 @@
+"","effect","group","level","term","estimate","std.error","conf.low","conf.high","ranef_grouping","rank"
+"1","ran_vals","upstream_vcs_link","git://git.lttng.org/lttng-ust.git","D:week_offset",-0.143748720780204,0.0938145762676173,-0.327621911489619,0.0401244699292123,1,108
+"2","ran_vals","upstream_vcs_link","https://0xacab.org/schleuder/schleuder.git","D:week_offset",0.214261529990327,0.0406957091140695,0.134499405801432,0.294023654179222,2,388
+"3","ran_vals","upstream_vcs_link","https://bitbucket.org/sshguard/sshguard.git","D:week_offset",0.178181679319633,0.0472099508230518,0.085651875994544,0.270711482644721,2,360
+"4","ran_vals","upstream_vcs_link","https://codeberg.org/freedroid/freedroid-src.git","D:week_offset",0.0139951176225167,0.0739363742575438,-0.130917513069744,0.158907748314777,1,228
+"5","ran_vals","upstream_vcs_link","https://git.osgeo.org/gitea/postgis/postgis.git","D:week_offset",0.238288505847365,0.0378447076552118,0.164114241837703,0.312462769857028,2,408
+"6","ran_vals","upstream_vcs_link","https://github.com/01org/isa-l.git","D:week_offset",-0.0726480462498346,0.0872308326303442,-0.243617336546751,0.0983212440470814,1,165
+"7","ran_vals","upstream_vcs_link","https://github.com/abishekvashok/cmatrix.git","D:week_offset",-0.122272055026598,0.100692924329425,-0.319626560210287,0.0750824501570914,1,130
+"8","ran_vals","upstream_vcs_link","https://github.com/AFLplusplus/AFLplusplus.git","D:week_offset",0.224993082281941,0.0405240173823927,0.145567467703576,0.304418696860306,2,396
+"9","ran_vals","upstream_vcs_link","https://github.com/ahmetb/kubectx","D:week_offset",-0.119955697016343,0.0931478576094032,-0.302522143167838,0.0626107491351527,1,134
+"10","ran_vals","upstream_vcs_link","https://github.com/akheron/jansson.git","D:week_offset",-0.24927861476108,0.12561057537785,-0.49547081857902,-0.00308641094313983,0,44
+"11","ran_vals","upstream_vcs_link","https://github.com/alanxz/rabbitmq-c.git","D:week_offset",0.117830627779528,0.0543099922159921,0.0113849990355325,0.224276256523523,2,311
+"12","ran_vals","upstream_vcs_link","https://github.com/alastair/python-musicbrainz-ngs","D:week_offset",-0.107072547612173,0.0909324515096782,-0.285296877597077,0.0711517823727311,1,142
+"13","ran_vals","upstream_vcs_link","https://github.com/analogdevicesinc/libiio.git","D:week_offset",0.163798592329793,0.0494780063291246,0.0668234818978639,0.260773702761722,2,342
+"14","ran_vals","upstream_vcs_link","https://github.com/andialbrecht/sqlparse.git","D:week_offset",-0.030291343460731,0.0860287284553556,-0.198904552869004,0.138321865947542,1,196
+"15","ran_vals","upstream_vcs_link","https://github.com/angband/angband","D:week_offset",0.240373085044555,0.0404244229572753,0.161142671952482,0.319603498136629,2,411
+"16","ran_vals","upstream_vcs_link","https://github.com/apache/trafficserver","D:week_offset",-0.130143974717776,0.0907192518699713,-0.307950441087338,0.0476624916517854,1,122
+"17","ran_vals","upstream_vcs_link","https://github.com/ARMmbed/yotta.git","D:week_offset",0.208553702535003,0.0408053080604706,0.128576768358419,0.288530636711587,2,385
+"18","ran_vals","upstream_vcs_link","https://github.com/assimp/assimp","D:week_offset",0.252810923845698,0.0370416489824654,0.180210625912091,0.325411221779305,2,420
+"19","ran_vals","upstream_vcs_link","https://github.com/astropy/astropy-helpers","D:week_offset",0.202230669355149,0.0431682421679578,0.117622469430048,0.286838869280249,2,380
+"20","ran_vals","upstream_vcs_link","https://github.com/audacity/audacity.git","D:week_offset",0.281533181755538,0.0337284117501606,0.215426709469486,0.347639654041591,2,440
+"21","ran_vals","upstream_vcs_link","https://github.com/aws/aws-cli","D:week_offset",0.218701313510396,0.0383849244099737,0.143468244117556,0.293934382903237,2,391
+"22","ran_vals","upstream_vcs_link","https://github.com/aws/aws-xray-sdk-python","D:week_offset",0.0853464854688866,0.0616780765325397,-0.0355403231705964,0.20623329410837,1,276
+"23","ran_vals","upstream_vcs_link","https://github.com/awslabs/amazon-ecr-credential-helper","D:week_offset",-0.258243139643047,0.120981476327835,-0.495362476042089,-0.0211238032440048,0,37
+"24","ran_vals","upstream_vcs_link","https://github.com/axel-download-accelerator/axel.git","D:week_offset",-0.0525188441632517,0.0825493960335692,-0.214312687334581,0.109274999008078,1,176
+"25","ran_vals","upstream_vcs_link","https://github.com/Backblaze/B2_Command_Line_Tool","D:week_offset",0.160393824374022,0.0520115000425828,0.0584531575086559,0.262334491239387,2,340
+"26","ran_vals","upstream_vcs_link","https://github.com/Backblaze/b2-sdk-python.git","D:week_offset",0.169299840060551,0.0494919940150476,0.0722973142679856,0.266302365853116,2,348
+"27","ran_vals","upstream_vcs_link","https://github.com/bbatsov/powerpack.git","D:week_offset",-0.341357063811097,0.134881703887557,-0.605720345604105,-0.076993782018089,0,11
+"28","ran_vals","upstream_vcs_link","https://github.com/Beep6581/RawTherapee","D:week_offset",0.239996767552967,0.0380288257643855,0.165461638680423,0.314531896425512,2,410
+"29","ran_vals","upstream_vcs_link","https://github.com/biojava/biojava.git","D:week_offset",0.185925660142839,0.0463334917323877,0.0951136850693749,0.276737635216303,2,366
+"30","ran_vals","upstream_vcs_link","https://github.com/bit-team/backintime","D:week_offset",-0.0619686983700233,0.0936485083325587,-0.245516401907737,0.121579005167691,1,169
+"31","ran_vals","upstream_vcs_link","https://github.com/bitletorg/weupnp.git","D:week_offset",-0.280989401402248,0.122009287932902,-0.520123211530113,-0.0418555912743837,0,31
+"32","ran_vals","upstream_vcs_link","https://github.com/bk138/gromit-mpx.git","D:week_offset",0.0325042996585366,0.0760346643212697,-0.116520903987745,0.181529503304818,1,242
+"33","ran_vals","upstream_vcs_link","https://github.com/Blosc/c-blosc","D:week_offset",0.0948025774364883,0.0608628493478217,-0.0244864152817293,0.214091570154706,1,289
+"34","ran_vals","upstream_vcs_link","https://github.com/bobek/pkg-pimd","D:week_offset",0.0935514130413176,0.0593406726877986,-0.0227541682451472,0.209856994327782,1,287
+"35","ran_vals","upstream_vcs_link","https://github.com/boxbackup/boxbackup.git","D:week_offset",-0.222045505050955,0.116148514485444,-0.449692410300253,0.00560140019834329,1,57
+"36","ran_vals","upstream_vcs_link","https://github.com/brunonova/drmips","D:week_offset",-0.00318106522109303,0.0731376457471354,-0.146528216799527,0.140166086357341,1,216
+"37","ran_vals","upstream_vcs_link","https://github.com/c-ares/c-ares.git","D:week_offset",-0.204762489318594,0.112415831205294,-0.425093469773103,0.0155684911359152,1,69
+"38","ran_vals","upstream_vcs_link","https://github.com/c4urself/bump2version","D:week_offset",-0.228793568502963,0.117753215808505,-0.459585630551406,0.00199849354547982,1,55
+"39","ran_vals","upstream_vcs_link","https://github.com/calamares/calamares.git","D:week_offset",0.270834682854159,0.0357373660910694,0.20079073241334,0.340878633294978,2,432
+"40","ran_vals","upstream_vcs_link","https://github.com/canonical/lightdm.git","D:week_offset",-0.306498152138362,0.130026022144065,-0.561344472593738,-0.0516518316829869,0,24
+"41","ran_vals","upstream_vcs_link","https://github.com/capistrano/capistrano.git","D:week_offset",0.195723627790687,0.0427479347017367,0.111939215361813,0.27950804021956,2,371
+"42","ran_vals","upstream_vcs_link","https://github.com/capistrano/sshkit.git","D:week_offset",-0.182331492385338,0.0989774445678944,-0.376323719020221,0.0116607342495446,1,82
+"43","ran_vals","upstream_vcs_link","https://github.com/ceres-solver/ceres-solver.git","D:week_offset",0.0479828191888814,0.0686029838245409,-0.0864765583392026,0.182442196716965,1,252
+"44","ran_vals","upstream_vcs_link","https://github.com/cesbit/libcleri.git","D:week_offset",-0.00484537290700184,0.0775086510959222,-0.15675953754529,0.147068791731287,1,213
+"45","ran_vals","upstream_vcs_link","https://github.com/cespare/reflex.git","D:week_offset",-0.0585967055484499,0.0866645903575323,-0.22845618138413,0.111262770287231,1,173
+"46","ran_vals","upstream_vcs_link","https://github.com/checkpoint-restore/criu.git","D:week_offset",-0.162288896882905,0.107202909160966,-0.372402737876316,0.0478249441105068,1,93
+"47","ran_vals","upstream_vcs_link","https://github.com/cleishm/libneo4j-client","D:week_offset",0.103960556121347,0.056277484362324,-0.006341286369324,0.214262398612018,1,298
+"48","ran_vals","upstream_vcs_link","https://github.com/clojure/core.cache","D:week_offset",-0.335457777972974,0.132206356234291,-0.594577474719457,-0.076338081226491,0,13
+"49","ran_vals","upstream_vcs_link","https://github.com/clojure/tools.logging.git","D:week_offset",-0.267534163274483,0.117310635233692,-0.497458783336034,-0.0376095432129314,0,35
+"50","ran_vals","upstream_vcs_link","https://github.com/ClusterLabs/pacemaker","D:week_offset",0.230092074431346,0.0394220178496143,0.152826339248207,0.307357809614485,2,400
+"51","ran_vals","upstream_vcs_link","https://github.com/codedread/scour.git","D:week_offset",0.14139334757102,0.0539157903149898,0.0357203403556269,0.247066354786414,2,326
+"52","ran_vals","upstream_vcs_link","https://github.com/codership/galera","D:week_offset",-0.242848370498469,0.121162222336811,-0.480321962565454,-0.00537477843148401,0,49
+"53","ran_vals","upstream_vcs_link","https://github.com/colmap/colmap","D:week_offset",0.222208806105687,0.0405482777307335,0.142735642118322,0.301681970093052,2,392
+"54","ran_vals","upstream_vcs_link","https://github.com/composer/semver","D:week_offset",-0.0737846966984852,0.0852099064787885,-0.240793044522937,0.0932236511259664,1,164
+"55","ran_vals","upstream_vcs_link","https://github.com/coq/coq","D:week_offset",-0.0889561139684487,0.0839064270993368,-0.253409689154584,0.075497461217687,1,155
+"56","ran_vals","upstream_vcs_link","https://github.com/coreruleset/coreruleset.git","D:week_offset",0.0733844821286682,0.0646486309694069,-0.0533245062211901,0.200093470478527,1,269
+"57","ran_vals","upstream_vcs_link","https://github.com/CorsixTH/CorsixTH.git","D:week_offset",0.0859295469337848,0.0577123265804506,-0.0271845346279121,0.199043628495482,1,277
+"58","ran_vals","upstream_vcs_link","https://github.com/cubiq/iscroll","D:week_offset",-0.128157626109546,0.0959107939386544,-0.316139327957951,0.059824075738859,1,126
+"59","ran_vals","upstream_vcs_link","https://github.com/cucumber/aruba.git","D:week_offset",-0.00176889056582994,0.0730278151939777,-0.144900778215673,0.141362997084013,1,221
+"60","ran_vals","upstream_vcs_link","https://github.com/cyrusimap/cyrus-sasl.git","D:week_offset",-0.17077291952954,0.108650962510926,-0.383724892936567,0.0421790538774867,1,90
+"61","ran_vals","upstream_vcs_link","https://github.com/DamienCassou/beginend.git","D:week_offset",-0.252255739956919,0.117334495678442,-0.482227125630835,-0.0222843542830032,0,41
+"62","ran_vals","upstream_vcs_link","https://github.com/darold/pgbadger.git","D:week_offset",0.168663709775099,0.0458904137113463,0.0787201516652169,0.25860726788498,2,347
+"63","ran_vals","upstream_vcs_link","https://github.com/dask/partd.git","D:week_offset",-0.220554556564058,0.113681134345109,-0.44336548560213,0.00225637247401439,1,59
+"64","ran_vals","upstream_vcs_link","https://github.com/datalad/datalad","D:week_offset",0.11070483138806,0.0529313447517485,0.0069613020213596,0.21444836075476,2,305
+"65","ran_vals","upstream_vcs_link","https://github.com/davesteele/comitup","D:week_offset",0.018707460647933,0.072087800147851,-0.122582031366576,0.159996952662442,1,233
+"66","ran_vals","upstream_vcs_link","https://github.com/davidcelis/api-pagination.git","D:week_offset",-0.0490222736551272,0.0808811682043977,-0.207546450363273,0.109501903053018,1,180
+"67","ran_vals","upstream_vcs_link","https://github.com/ddclient/ddclient.git","D:week_offset",0.108915045668744,0.0573903594822227,-0.00356799197621942,0.221398083313707,1,301
+"68","ran_vals","upstream_vcs_link","https://github.com/deckar01/task_list.git","D:week_offset",-0.250741822909256,0.115802078538459,-0.477709726179514,-0.0237739196389969,0,42
+"69","ran_vals","upstream_vcs_link","https://github.com/defunkt/mustache","D:week_offset",0.0288285176958176,0.0674278190481328,-0.103327579194606,0.160984614586242,1,240
+"70","ran_vals","upstream_vcs_link","https://github.com/developit/preact.git","D:week_offset",0.276494980301592,0.0346226805150264,0.208635773443904,0.34435418715928,2,437
+"71","ran_vals","upstream_vcs_link","https://github.com/Diaoul/subliminal.git","D:week_offset",0.0883753092794403,0.0599560360708294,-0.0291363620751696,0.20588698063405,1,281
+"72","ran_vals","upstream_vcs_link","https://github.com/django-haystack/django-haystack","D:week_offset",-0.0609593907367036,0.0803192621001903,-0.218382251717909,0.0964634702445022,1,170
+"73","ran_vals","upstream_vcs_link","https://github.com/doctrine/instantiator","D:week_offset",-0.128989145589165,0.0905603503013828,-0.306484170607206,0.0485058794288762,1,124
+"74","ran_vals","upstream_vcs_link","https://github.com/doctrine/sql-formatter.git","D:week_offset",0.176590004079713,0.0512447626953685,0.076152114800489,0.277027893358937,2,359
+"75","ran_vals","upstream_vcs_link","https://github.com/donnemartin/gitsome","D:week_offset",0.284855878794226,0.0329133604588292,0.220346877684737,0.349364879903716,2,443
+"76","ran_vals","upstream_vcs_link","https://github.com/doorkeeper-gem/doorkeeper-openid_connect.git","D:week_offset",0.0860382832938045,0.0605959089949195,-0.0327275159467045,0.204804082534313,1,278
+"77","ran_vals","upstream_vcs_link","https://github.com/dpmb/dpmb","D:week_offset",-0.127227916719838,0.0901094045832055,-0.303839104371269,0.0493832709315929,1,127
+"78","ran_vals","upstream_vcs_link","https://github.com/drwetter/testssl.sh.git","D:week_offset",0.0827044772018873,0.0616668479234229,-0.0381603237681302,0.203569278171905,1,274
+"79","ran_vals","upstream_vcs_link","https://github.com/easyrdf/easyrdf.git","D:week_offset",0.105058804646672,0.0606568740556427,-0.0138264839171695,0.223944093210514,1,300
+"80","ran_vals","upstream_vcs_link","https://github.com/eavgerinos/pkg-pick","D:week_offset",-0.234300694929512,0.115681174047036,-0.461031629751011,-0.00756976010801247,0,54
+"81","ran_vals","upstream_vcs_link","https://github.com/eclipse-ee4j/eclipselink.git","D:week_offset",0.101503857530569,0.059788656898736,-0.015679756674976,0.218687471736113,1,292
+"82","ran_vals","upstream_vcs_link","https://github.com/elastic/elasticsearch-ruby","D:week_offset",-0.0360336700488642,0.0758323845271065,-0.184662412583785,0.112595072486057,1,193
+"83","ran_vals","upstream_vcs_link","https://github.com/elasticsearch/curator.git","D:week_offset",0.168625430344869,0.0467989916058843,0.0769010922845434,0.260349768405194,2,346
+"84","ran_vals","upstream_vcs_link","https://github.com/Electrostatics/apbs","D:week_offset",0.0974653497432054,0.0643770402710347,-0.0287113306193073,0.223642030105718,1,290
+"85","ran_vals","upstream_vcs_link","https://github.com/elves/elvish.git","D:week_offset",0.200604475226767,0.0420340719192468,0.118219208141477,0.282989742312057,2,378
+"86","ran_vals","upstream_vcs_link","https://github.com/emacs-lsp/lsp-mode.git","D:week_offset",0.273682027039094,0.0354078889332486,0.204283839961333,0.343080214116856,2,434
+"87","ran_vals","upstream_vcs_link","https://github.com/emcrisostomo/fswatch.git","D:week_offset",-0.167582581511228,0.105113810369754,-0.37360186411372,0.0384367010912632,1,91
+"88","ran_vals","upstream_vcs_link","https://github.com/EnterpriseDB/mysql_fdw.git","D:week_offset",-0.0344646933287875,0.0821402706221536,-0.195456665428582,0.126527278771007,1,194
+"89","ran_vals","upstream_vcs_link","https://github.com/eproxus/meck.git","D:week_offset",-0.160010943639084,0.10238338118647,-0.36067868338,0.0406567961018332,1,95
+"90","ran_vals","upstream_vcs_link","https://github.com/erlware/erlware_commons.git","D:week_offset",0.0343859942946929,0.0680917550776107,-0.0990713933015464,0.167843381890932,1,244
+"91","ran_vals","upstream_vcs_link","https://github.com/eslint/eslint-scope.git","D:week_offset",-0.0400622175331657,0.0810458854511514,-0.198909234112581,0.11878479904625,1,189
+"92","ran_vals","upstream_vcs_link","https://github.com/EsotericSoftware/kryo.git","D:week_offset",-0.368519400108757,0.138787346024593,-0.640537599826857,-0.096501200390657,0,4
+"93","ran_vals","upstream_vcs_link","https://github.com/EttusResearch/uhd","D:week_offset",0.225471819715639,0.0403656077587084,0.146356682294499,0.304586957136778,2,398
+"94","ran_vals","upstream_vcs_link","https://github.com/Exa-Networks/exabgp","D:week_offset",-0.0458485090299638,0.0862166255736359,-0.214829990022865,0.123132971962937,1,185
+"95","ran_vals","upstream_vcs_link","https://github.com/Exiv2/exiv2.git","D:week_offset",0.0436859777817558,0.0712048504203339,-0.0958729645666604,0.183244920130172,1,249
+"96","ran_vals","upstream_vcs_link","https://github.com/fail2ban/fail2ban","D:week_offset",-0.147433400528794,0.0925743356561743,-0.328875764307617,0.0340089632500302,1,103
+"97","ran_vals","upstream_vcs_link","https://github.com/fgrehm/vagrant-lxc","D:week_offset",0.113554891096386,0.0534260360439269,0.00884178461355058,0.218267997579221,2,308
+"98","ran_vals","upstream_vcs_link","https://github.com/flask-restful/flask-restful","D:week_offset",-0.14947410529525,0.0919664776778071,-0.329725089328758,0.0307768787382592,1,101
+"99","ran_vals","upstream_vcs_link","https://github.com/florimondmanca/djangorestframework-api-key","D:week_offset",0.137722687890874,0.0561625116808487,0.0276461877151004,0.247799188066647,2,323
+"100","ran_vals","upstream_vcs_link","https://github.com/flot/flot","D:week_offset",0.0377888423493261,0.0637689010643632,-0.0871959070705236,0.162773591769176,1,247
+"101","ran_vals","upstream_vcs_link","https://github.com/Fluidsynth/fluidsynth.git","D:week_offset",0.270877456430224,0.0347009276453491,0.202864888015209,0.338890024845238,2,433
+"102","ran_vals","upstream_vcs_link","https://github.com/fog/fog-local","D:week_offset",-0.210147763754585,0.106968905127199,-0.419802965269577,-0.000492562239594374,0,66
+"103","ran_vals","upstream_vcs_link","https://github.com/fog/fog-rackspace","D:week_offset",-0.198373797552561,0.108057493877525,-0.410162593812167,0.0134149987070459,1,72
+"104","ran_vals","upstream_vcs_link","https://github.com/fonttools/fonttools.git","D:week_offset",0.264093750202567,0.0364118433145448,0.192727848695344,0.335459651709791,2,426
+"105","ran_vals","upstream_vcs_link","https://github.com/freelan-developers/freelan","D:week_offset",-0.0118600646051935,0.0723869957608821,-0.153735969245576,0.130015840035189,1,209
+"106","ran_vals","upstream_vcs_link","https://github.com/fuzzylite/fuzzylite","D:week_offset",-0.0028532717912538,0.0796133714086477,-0.158892612440014,0.153186068857507,1,218
+"107","ran_vals","upstream_vcs_link","https://github.com/galaxyproject/bioblend","D:week_offset",0.0736382259476206,0.0648415295006529,-0.0534488365761505,0.200725288471392,1,271
+"108","ran_vals","upstream_vcs_link","https://github.com/gazebosim/gz-transport","D:week_offset",0.0172031137102157,0.0720259190365064,-0.123965093554735,0.158371320975166,1,231
+"109","ran_vals","upstream_vcs_link","https://github.com/gcsideal/syslog-ng-debian","D:week_offset",-0.145806700775045,0.0996811784536756,-0.341178220480759,0.0495648189306694,1,106
+"110","ran_vals","upstream_vcs_link","https://github.com/geopython/geolinks.git","D:week_offset",-0.273035270486304,0.128729838660972,-0.52534111799746,-0.0207294229751479,0,33
+"111","ran_vals","upstream_vcs_link","https://github.com/geopython/stetl.git","D:week_offset",0.0487585835409099,0.0683106579191217,-0.0851278457408045,0.182645012822624,1,253
+"112","ran_vals","upstream_vcs_link","https://github.com/github/git-lfs.git","D:week_offset",0.113028964182614,0.0532385411764431,0.00868334088733243,0.217374587477895,2,306
+"113","ran_vals","upstream_vcs_link","https://github.com/GoalSmashers/clean-css.git","D:week_offset",0.181769013648683,0.0447778853262096,0.094005971105448,0.269532056191919,2,363
+"114","ran_vals","upstream_vcs_link","https://github.com/gohugoio/hugo.git","D:week_offset",0.233021698853483,0.0380484273310894,0.158448151616159,0.307595246090808,2,401
+"115","ran_vals","upstream_vcs_link","https://github.com/google/benchmark","D:week_offset",0.0736144305661356,0.061600804407076,-0.0471209274904296,0.194349788622701,1,270
+"116","ran_vals","upstream_vcs_link","https://github.com/google/brotli","D:week_offset",0.135250171253014,0.0511445232401496,0.0350087476958489,0.235491594810179,2,321
+"117","ran_vals","upstream_vcs_link","https://github.com/google/flatbuffers.git","D:week_offset",-0.118103946469794,0.0942734612442701,-0.302876535206496,0.0666686422669082,1,137
+"118","ran_vals","upstream_vcs_link","https://github.com/google/fscrypt","D:week_offset",-0.0133033197887057,0.0755473216959903,-0.161373349441308,0.134766709863897,1,208
+"119","ran_vals","upstream_vcs_link","https://github.com/google/googletest.git","D:week_offset",0.134803739998571,0.0521417686744132,0.032607751306502,0.236999728690639,2,320
+"120","ran_vals","upstream_vcs_link","https://github.com/google/gopacket.git","D:week_offset",-0.0984843069769651,0.085585716839338,-0.266229229573111,0.0692606156191805,1,147
+"121","ran_vals","upstream_vcs_link","https://github.com/google/jimfs.git","D:week_offset",-0.0808924601863624,0.0869498197613359,-0.25131097538083,0.089526055008105,1,158
+"122","ran_vals","upstream_vcs_link","https://github.com/google/stenographer","D:week_offset",0.196341100266328,0.0422842849250284,0.113465424701243,0.279216775831414,2,373
+"123","ran_vals","upstream_vcs_link","https://github.com/google/yapf.git","D:week_offset",-0.109569170199056,0.0860759324609861,-0.278274897758291,0.0591365573601787,1,141
+"124","ran_vals","upstream_vcs_link","https://github.com/GoogleCloudPlatform/cloudsql-proxy.git","D:week_offset",-0.100675971229715,0.0928869860871915,-0.282731118593084,0.081379176133653,1,146
+"125","ran_vals","upstream_vcs_link","https://github.com/googlei18n/fontmake.git","D:week_offset",-0.0513967905524928,0.0835033202464118,-0.215060290824974,0.112266709719989,1,177
+"126","ran_vals","upstream_vcs_link","https://github.com/gpodder/mygpoclient","D:week_offset",-0.151564440273525,0.102031536803359,-0.351542577695381,0.0484136971483321,1,99
+"127","ran_vals","upstream_vcs_link","https://github.com/Graylog2/gelf-rb","D:week_offset",-0.373517473047726,0.138475216625588,-0.644923910385261,-0.102111035710191,0,1
+"128","ran_vals","upstream_vcs_link","https://github.com/Grokzen/redis-py-cluster","D:week_offset",0.110046189646556,0.056751778325875,-0.00118525193075961,0.221277631223872,1,303
+"129","ran_vals","upstream_vcs_link","https://github.com/guessit-io/guessit.git","D:week_offset",0.255268366126663,0.0367210815281964,0.183296368858038,0.327240363395287,2,423
+"130","ran_vals","upstream_vcs_link","https://github.com/guillaumechereau/goxel.git","D:week_offset",0.274427302619545,0.0366947599763073,0.202506894644641,0.346347710594449,2,436
+"131","ran_vals","upstream_vcs_link","https://github.com/Haivision/srt.git","D:week_offset",-0.120331108287018,0.0900783033116881,-0.296881338566402,0.0562191219923658,1,133
+"132","ran_vals","upstream_vcs_link","https://github.com/hamcrest/hamcrest-php.git","D:week_offset",-0.295387876807107,0.130970971474572,-0.552086263917491,-0.0386894896967225,0,26
+"133","ran_vals","upstream_vcs_link","https://github.com/HandBrake/HandBrake","D:week_offset",0.143908796175687,0.0512326180116548,0.0434947100391454,0.244322882312228,2,327
+"134","ran_vals","upstream_vcs_link","https://github.com/HaxeFoundation/haxe-debian","D:week_offset",-0.19665194107861,0.104618243218268,-0.401699929912268,0.00839604775504815,1,75
+"135","ran_vals","upstream_vcs_link","https://github.com/highlightjs/highlight.js","D:week_offset",0.218009546292379,0.0428541358879393,0.134016983363432,0.302002109221325,2,390
+"136","ran_vals","upstream_vcs_link","https://github.com/howardabrams/node-mocks-http","D:week_offset",0.000650919469173152,0.0710969424618544,-0.138696527166978,0.139998366105324,1,222
+"137","ran_vals","upstream_vcs_link","https://github.com/htop-dev/htop","D:week_offset",0.0911139841409661,0.0600574705007336,-0.0265964950430484,0.208824463324981,1,285
+"138","ran_vals","upstream_vcs_link","https://github.com/httpie/httpie","D:week_offset",0.0059010556740721,0.0710805954468449,-0.133414351401406,0.14521646274955,1,225
+"139","ran_vals","upstream_vcs_link","https://github.com/httprb/http.rb","D:week_offset",-0.172801449391265,0.0976794158092858,-0.364249586408377,0.0186466876258478,1,88
+"140","ran_vals","upstream_vcs_link","https://github.com/i18next/i18next","D:week_offset",-0.140436334641286,0.0985555852223649,-0.333601732152389,0.0527290628698172,1,109
+"141","ran_vals","upstream_vcs_link","https://github.com/Icinga/icinga2","D:week_offset",0.235763602592865,0.0383784541920116,0.160543214594202,0.310983990591528,2,405
+"142","ran_vals","upstream_vcs_link","https://github.com/Icinga/icingaweb2.git","D:week_offset",0.00197439716631229,0.0720503611227926,-0.139241715707466,0.143190510040091,1,223
+"143","ran_vals","upstream_vcs_link","https://github.com/ignitionrobotics/ign-cmake.git","D:week_offset",0.0779130987450849,0.0617678418803898,-0.0431496467432439,0.198975844233414,1,273
+"144","ran_vals","upstream_vcs_link","https://github.com/igraph/igraph.git","D:week_offset",-0.321727766870228,0.131721209419788,-0.579896593333071,-0.0635589404073844,0,17
+"145","ran_vals","upstream_vcs_link","https://github.com/ImageOptim/libimagequant.git","D:week_offset",0.0139138188584929,0.0733830956081061,-0.129914405607454,0.15774204332444,1,227
+"146","ran_vals","upstream_vcs_link","https://github.com/include-what-you-use/include-what-you-use","D:week_offset",-0.13735336131751,0.0993040753807866,-0.331985772581903,0.057279049946882,1,111
+"147","ran_vals","upstream_vcs_link","https://github.com/infirit/caja-admin","D:week_offset",-0.173698458685045,0.102904887090193,-0.375388331214985,0.0279914138448946,1,87
+"148","ran_vals","upstream_vcs_link","https://github.com/Intel-Media-SDK/MediaSDK","D:week_offset",-0.28507635609187,0.124942181080007,-0.529958531158565,-0.0401941810251753,0,28
+"149","ran_vals","upstream_vcs_link","https://github.com/intel/compute-runtime","D:week_offset",0.304673449439737,0.0315777964193012,0.242782105746769,0.366564793132705,2,447
+"150","ran_vals","upstream_vcs_link","https://github.com/intel/intel-vaapi-driver.git","D:week_offset",0.139133721261125,0.0517599196142508,0.0376861429745056,0.240581299547745,2,324
+"151","ran_vals","upstream_vcs_link","https://github.com/intel/libva.git","D:week_offset",-0.0758949058057366,0.0867120944968521,-0.2458474880436,0.0940576764321272,1,162
+"152","ran_vals","upstream_vcs_link","https://github.com/intridea/grape-entity","D:week_offset",0.0495139339821061,0.0654807228609145,-0.0788259245069349,0.177853792471147,1,254
+"153","ran_vals","upstream_vcs_link","https://github.com/intridea/multi_json","D:week_offset",-0.137326345281932,0.0931941577416628,-0.319983538025136,0.0453308474612716,1,112
+"154","ran_vals","upstream_vcs_link","https://github.com/ioquake/ioq3","D:week_offset",0.120164892364282,0.0554751392377792,0.0114356174208898,0.228894167307674,2,312
+"155","ran_vals","upstream_vcs_link","https://github.com/Iotic-Labs/py-ubjson","D:week_offset",-0.0717612418029482,0.090432166202845,-0.249005030604465,0.105482546998568,1,166
+"156","ran_vals","upstream_vcs_link","https://github.com/ipython/ipykernel.git","D:week_offset",0.113204382944986,0.0550950635330394,0.00522004269428236,0.221188723195689,2,307
+"157","ran_vals","upstream_vcs_link","https://github.com/ipython/ipython_genutils","D:week_offset",-0.0758924798753802,0.0891080071590438,-0.250540964641243,0.0987560048904828,1,163
+"158","ran_vals","upstream_vcs_link","https://github.com/ipython/traitlets.git","D:week_offset",0.178868879568791,0.0453318539042498,0.0900200785640305,0.267717680573552,2,361
+"159","ran_vals","upstream_vcs_link","https://github.com/isaacs/inherits","D:week_offset",-0.337150084227775,0.13511492645467,-0.601970473852707,-0.0723296946028427,0,12
+"160","ran_vals","upstream_vcs_link","https://github.com/isaacs/node-glob.git","D:week_offset",-0.0184648942985991,0.075390605710677,-0.166227766264186,0.129297977666987,1,205
+"161","ran_vals","upstream_vcs_link","https://github.com/jaap-karssenberg/zim-desktop-wiki.git","D:week_offset",-0.086447999529669,0.0877979901155048,-0.258528898071062,0.085632899011724,1,157
+"162","ran_vals","upstream_vcs_link","https://github.com/JabRef/jabref.git","D:week_offset",0.0176469016384578,0.0695168630553884,-0.118603646268307,0.153897449545222,1,232
+"163","ran_vals","upstream_vcs_link","https://github.com/jackfranklin/gulp-load-plugins","D:week_offset",-0.155386866359811,0.100886889255379,-0.353121535812634,0.042347803093012,1,98
+"164","ran_vals","upstream_vcs_link","https://github.com/janestreet/sexplib.git","D:week_offset",-0.254398931852644,0.124228065878948,-0.497881466844451,-0.0109163968608358,0,38.5
+"165","ran_vals","upstream_vcs_link","https://github.com/janestreet/variantslib.git","D:week_offset",-0.254398931852644,0.124228065878948,-0.497881466844451,-0.0109163968608358,0,38.5
+"166","ran_vals","upstream_vcs_link","https://github.com/jashkenas/backbone","D:week_offset",0.182066281833288,0.0429959951216995,0.0977956799152971,0.266336883751279,2,364
+"167","ran_vals","upstream_vcs_link","https://github.com/jashkenas/coffeescript","D:week_offset",-0.0464975290252971,0.078316394742196,-0.199994842119023,0.106999784068429,1,183
+"168","ran_vals","upstream_vcs_link","https://github.com/jashkenas/underscore.git","D:week_offset",0.147769072784649,0.048352410001935,0.0530000906151425,0.242538054954156,2,333
+"169","ran_vals","upstream_vcs_link","https://github.com/javaparser/javaparser.git","D:week_offset",0.187465991413836,0.0442535345216549,0.100730657562793,0.27420132526488,2,368
+"170","ran_vals","upstream_vcs_link","https://github.com/jazzband/django-sortedm2m.git","D:week_offset",-0.136656008002091,0.0972906216138147,-0.327342122398682,0.0540301063944998,1,114
+"171","ran_vals","upstream_vcs_link","https://github.com/jbeder/yaml-cpp","D:week_offset",-0.0315135130841564,0.0818621938082066,-0.191960464643679,0.128933438475366,1,195
+"172","ran_vals","upstream_vcs_link","https://github.com/JDimproved/JDim.git","D:week_offset",0.172659131357981,0.0481023582477007,0.0783802416210447,0.266938021094918,2,354
+"173","ran_vals","upstream_vcs_link","https://github.com/jendrikseipp/vulture.git","D:week_offset",-0.291692727823655,0.127928322627254,-0.542427632775693,-0.0409578228716175,0,27
+"174","ran_vals","upstream_vcs_link","https://github.com/jmcnamara/XlsxWriter","D:week_offset",0.147677882844574,0.0486103616768257,0.0524033246825294,0.242952441006618,2,332
+"175","ran_vals","upstream_vcs_link","https://github.com/joaotavora/yasnippet","D:week_offset",-0.0605568919877013,0.0837634469929295,-0.224730231314773,0.10361644733937,1,171
+"176","ran_vals","upstream_vcs_link","https://github.com/jobovy/galpy.git","D:week_offset",0.113982095150555,0.055421392413058,0.00535816204789996,0.22260602825321,2,309
+"177","ran_vals","upstream_vcs_link","https://github.com/joewing/jwm","D:week_offset",-0.0484086679076365,0.082372854519633,-0.209856496069875,0.113039160254602,1,181
+"178","ran_vals","upstream_vcs_link","https://github.com/jquery/jquery.git","D:week_offset",0.186863395665589,0.0423493776552446,0.103860140693625,0.269866650637554,2,367
+"179","ran_vals","upstream_vcs_link","https://github.com/jquery/qunit.git","D:week_offset",0.0600119748341023,0.0631933075208355,-0.0638446319706994,0.183868581638904,1,264
+"180","ran_vals","upstream_vcs_link","https://github.com/jquery/sizzle.git","D:week_offset",0.102640809683954,0.0559341814083554,-0.00698817138115244,0.21226979074906,1,295
+"181","ran_vals","upstream_vcs_link","https://github.com/jtesta/ssh-audit.git","D:week_offset",-0.00180924098728491,0.07696176661699,-0.152651531743162,0.149033049768592,1,220
+"182","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_client","D:week_offset",0.10954795651018,0.0550649751964448,0.00162258831555685,0.217473324704803,2,302
+"183","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_console","D:week_offset",0.0230802478985516,0.0707115669101289,-0.115511876535695,0.161672372332798,1,237
+"184","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_core","D:week_offset",0.171739334767052,0.047510352161318,0.0786207556380535,0.26485791389605,2,352
+"185","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbconvert","D:week_offset",0.196455304384091,0.0432901020721508,0.111608263435613,0.28130234533257,2,374
+"186","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbformat","D:week_offset",-0.0104037519156455,0.0752645858759123,-0.157919629543756,0.137112125712465,1,210
+"187","ran_vals","upstream_vcs_link","https://github.com/jupyter/notebook.git","D:week_offset",0.26530489714537,0.034369993534384,0.197940947669103,0.332668846621637,2,429
+"188","ran_vals","upstream_vcs_link","https://github.com/kaminari/kaminari","D:week_offset",-0.111321533559011,0.091640806832904,-0.290934214465695,0.0682911473476724,1,140
+"189","ran_vals","upstream_vcs_link","https://github.com/KDAB/hotspot.git","D:week_offset",0.116190544532812,0.0556664866729644,0.00708623550792312,0.225294853557701,2,310
+"190","ran_vals","upstream_vcs_link","https://github.com/kelektiv/node-uuid","D:week_offset",0.0881525671578395,0.0613581650228271,-0.0321072264443669,0.208412360760046,1,280
+"191","ran_vals","upstream_vcs_link","https://github.com/keras-team/keras","D:week_offset",0.267952084523404,0.033880051970419,0.201548402867038,0.334355766179771,2,430
+"192","ran_vals","upstream_vcs_link","https://github.com/keymanapp/keyman","D:week_offset",0.212158851990147,0.0454044367209198,0.123167791278816,0.301149912701478,2,387
+"193","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/SPIRV-LLVM-Translator","D:week_offset",0.0632528374569168,0.0648182267005883,-0.0637885524179887,0.190294227331822,1,266
+"194","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/Vulkan-Tools","D:week_offset",0.28875995237333,0.031707143674881,0.226615092717926,0.350904812028733,2,444
+"195","ran_vals","upstream_vcs_link","https://github.com/kilobyte/ndctl","D:week_offset",0.166467087160295,0.0486923609463307,0.0710318133832626,0.261902360937328,2,345
+"196","ran_vals","upstream_vcs_link","https://github.com/kilobyte/pmemkv","D:week_offset",0.160560142541553,0.0505319538118039,0.0615193330019764,0.259600952081131,2,341
+"197","ran_vals","upstream_vcs_link","https://github.com/kivy/kivy","D:week_offset",0.224647692671495,0.0374507343598387,0.151245602131634,0.298049783211355,2,394
+"198","ran_vals","upstream_vcs_link","https://github.com/korfuri/django-prometheus","D:week_offset",-0.213068282587165,0.114068381951244,-0.436638202986362,0.0105016378120318,1,63
+"199","ran_vals","upstream_vcs_link","https://github.com/Leaflet/Leaflet.markercluster","D:week_offset",-0.0493188894216544,0.0788865516977458,-0.203933689613793,0.105295910770484,1,179
+"200","ran_vals","upstream_vcs_link","https://github.com/letsencrypt/letsencrypt","D:week_offset",0.260636561709185,0.0343858065655368,0.193241619261372,0.328031504156998,2,425
+"201","ran_vals","upstream_vcs_link","https://github.com/libcgroup/libcgroup","D:week_offset",0.132065716186444,0.0593344864167525,0.0157722597684281,0.24835917260446,2,318
+"202","ran_vals","upstream_vcs_link","https://github.com/libevent/libevent","D:week_offset",-0.362839352067774,0.139149166148512,-0.635566706197638,-0.0901119979379097,0,7
+"203","ran_vals","upstream_vcs_link","https://github.com/librsync/librsync","D:week_offset",-0.0665589889884459,0.0813619053609766,-0.226025393209516,0.0929074152326245,1,167
+"204","ran_vals","upstream_vcs_link","https://github.com/libwww-perl/HTTP-Message.git","D:week_offset",-0.137025924986625,0.0993783005254156,-0.331803814861237,0.0577519648879876,1,113
+"205","ran_vals","upstream_vcs_link","https://github.com/libxsmm/libxsmm","D:week_offset",-0.361964416224126,0.139205583842712,-0.634802347002713,-0.0891264854455395,0,8
+"206","ran_vals","upstream_vcs_link","https://github.com/linuxmint/cjs.git","D:week_offset",-0.194358995442914,0.109148423876206,-0.408285975209589,0.0195679843237601,1,77
+"207","ran_vals","upstream_vcs_link","https://github.com/LLNL/sundials.git","D:week_offset",0.0938620150117903,0.0604838724516127,-0.0246841966388849,0.212408226662465,1,288
+"208","ran_vals","upstream_vcs_link","https://github.com/locationtech/jts.git","D:week_offset",0.0567815688438367,0.0668676810625403,-0.0742766777684533,0.187839815456127,1,260
+"209","ran_vals","upstream_vcs_link","https://github.com/log2timeline/plaso","D:week_offset",0.175782296482428,0.0465531909927823,0.0845397187711603,0.267024874193696,2,356
+"210","ran_vals","upstream_vcs_link","https://github.com/lostisland/faraday_middleware","D:week_offset",-0.213550755212343,0.111421618849742,-0.431933115256986,0.00483160483229986,1,62
+"211","ran_vals","upstream_vcs_link","https://github.com/luakit/luakit","D:week_offset",0.254388903803274,0.0361332477806924,0.183569039508655,0.325208768097892,2,422
+"212","ran_vals","upstream_vcs_link","https://github.com/lualdap/lualdap.git","D:week_offset",-0.0137609978557827,0.0821753790075059,-0.174821781126423,0.147299785414858,1,207
+"213","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/penlight","D:week_offset",0.0980353478808897,0.0563125182298618,-0.0123351597283945,0.208405855490174,1,291
+"214","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/say.git","D:week_offset",0.00554578413683282,0.0719392173550381,-0.135452490955041,0.146544059228706,1,224
+"215","ran_vals","upstream_vcs_link","https://github.com/lxc/lxcfs.git","D:week_offset",-0.147759831870234,0.0937929110291141,-0.331590559492467,0.0360708957519993,1,102
+"216","ran_vals","upstream_vcs_link","https://github.com/major/MySQLTuner-perl","D:week_offset",-0.319786038395606,0.128460536888282,-0.571564064131318,-0.0680080126598935,0,18
+"217","ran_vals","upstream_vcs_link","https://github.com/mapbox/leaflet-image","D:week_offset",-0.0965748756087068,0.0941283603387065,-0.28106307179638,0.0879133205789664,1,151
+"218","ran_vals","upstream_vcs_link","https://github.com/mapbox/mapnik-vector-tile.git","D:week_offset",0.195922072024018,0.0438595741036967,0.109958886403507,0.281885257644529,2,372
+"219","ran_vals","upstream_vcs_link","https://github.com/markdown-it/markdown-it","D:week_offset",0.217685825904234,0.0395327086862822,0.140203140667807,0.295168511140661,2,389
+"220","ran_vals","upstream_vcs_link","https://github.com/math-comp/math-comp","D:week_offset",0.15509480110998,0.052083524047655,0.0530129697886507,0.25717663243131,2,338
+"221","ran_vals","upstream_vcs_link","https://github.com/mathjax/MathJax","D:week_offset",0.154998500503872,0.0497188000849791,0.0575514429827656,0.252445558024978,2,337
+"222","ran_vals","upstream_vcs_link","https://github.com/matlab2tikz/matlab2tikz","D:week_offset",0.172284139685761,0.0452708075384426,0.0835549873593694,0.261013292012153,2,353
+"223","ran_vals","upstream_vcs_link","https://github.com/MatMoul/g810-led.git","D:week_offset",0.174032930067223,0.0490601465911703,0.0778768096722739,0.270189050462172,2,355
+"224","ran_vals","upstream_vcs_link","https://github.com/matrix-org/synapse.git","D:week_offset",0.284647683291513,0.0316837964152756,0.222548583424074,0.346746783158953,2,442
+"225","ran_vals","upstream_vcs_link","https://github.com/matthewdeanmartin/terminaltables","D:week_offset",-0.116815276613951,0.0941287272117776,-0.30130419185963,0.0676736386317288,1,138
+"226","ran_vals","upstream_vcs_link","https://github.com/maxmind/geoip-api-perl.git","D:week_offset",-0.213569396408632,0.115710540422255,-0.440357888267919,0.0132190954506544,1,61
+"227","ran_vals","upstream_vcs_link","https://github.com/mfontanini/libtins.git","D:week_offset",0.175881729988491,0.0459577551865849,0.085806185012476,0.265957274964507,2,357
+"228","ran_vals","upstream_vcs_link","https://github.com/michaelrsweet/htmldoc.git","D:week_offset",-0.12532441869618,0.106648746216327,-0.334352120276533,0.0837032828841733,1,128
+"229","ran_vals","upstream_vcs_link","https://github.com/mishoo/UglifyJS2","D:week_offset",0.264360022090895,0.0359276192247537,0.193943182360109,0.334776861821681,2,427
+"230","ran_vals","upstream_vcs_link","https://github.com/mlpack/ensmallen","D:week_offset",0.155867390301357,0.0496596504184918,0.0585362639962638,0.25319851660645,2,339
+"231","ran_vals","upstream_vcs_link","https://github.com/mlpack/mlpack","D:week_offset",0.209130198034687,0.0420806937067978,0.126653553924902,0.291606842144472,2,386
+"232","ran_vals","upstream_vcs_link","https://github.com/moment/moment.git","D:week_offset",0.1042945165577,0.0538409421943378,-0.00123179103690507,0.209820824152305,1,299
+"233","ran_vals","upstream_vcs_link","https://github.com/mongodb/mongo-c-driver","D:week_offset",-0.146608202336003,0.0931358809790608,-0.329151174723371,0.0359347700513652,1,104
+"234","ran_vals","upstream_vcs_link","https://github.com/mongoengine/flask-mongoengine","D:week_offset",-0.12361639806844,0.0945453026524206,-0.308921786174623,0.0616889900377437,1,129
+"235","ran_vals","upstream_vcs_link","https://github.com/Mottie/tablesorter.git","D:week_offset",0.223150720412832,0.0392814434097906,0.146160506068894,0.30014093475677,2,393
+"236","ran_vals","upstream_vcs_link","https://github.com/mqttjs/mqtt-packet","D:week_offset",-0.133364093586473,0.0978426788600515,-0.325132220303092,0.0584040331301467,1,119
+"237","ran_vals","upstream_vcs_link","https://github.com/mruby-debian/mruby","D:week_offset",0.247383012021428,0.0350300767572185,0.178725323201606,0.31604070084125,2,417
+"238","ran_vals","upstream_vcs_link","https://github.com/mvz/ruby-gir-ffi","D:week_offset",0.0699316285555525,0.0666076634149912,-0.0606169928321964,0.200480249943301,1,267
+"239","ran_vals","upstream_vcs_link","https://github.com/mypaint/libmypaint","D:week_offset",0.0919826914008826,0.0604266569676812,-0.0264513799619288,0.210416762763694,1,286
+"240","ran_vals","upstream_vcs_link","https://github.com/mypaint/mypaint","D:week_offset",0.0893721525901009,0.0580970221818725,-0.0244959184953939,0.203240223675596,1,282
+"241","ran_vals","upstream_vcs_link","https://github.com/NagiosEnterprises/nrpe.git","D:week_offset",-0.355177865323832,0.139649533272766,-0.628885920996282,-0.0814698096513828,0,9
+"242","ran_vals","upstream_vcs_link","https://github.com/namhyung/uftrace","D:week_offset",0.233379921295773,0.0389302577520414,0.15707801819291,0.309681824398635,2,402
+"243","ran_vals","upstream_vcs_link","https://github.com/netty/netty","D:week_offset",-0.190858893833881,0.101756341328892,-0.390297658037073,0.00857987036931129,1,80
+"244","ran_vals","upstream_vcs_link","https://github.com/nicolargo/glances","D:week_offset",-0.369181334414439,0.138745675626301,-0.641117861652666,-0.0972448071762121,0,3
+"245","ran_vals","upstream_vcs_link","https://github.com/nikic/PHP-Parser","D:week_offset",-0.250330613841432,0.123639527176113,-0.492659634172175,-0.00800159351068994,0,43
+"246","ran_vals","upstream_vcs_link","https://github.com/ninja-build/ninja.git","D:week_offset",0.0458793392370823,0.068364790183473,-0.0881131873331622,0.179871865807327,1,251
+"247","ran_vals","upstream_vcs_link","https://github.com/nixxcode/amsynth.git","D:week_offset",0.058875345839603,0.0671110817877607,-0.0726599574279299,0.190410649107136,1,262
+"248","ran_vals","upstream_vcs_link","https://github.com/nodejs/node-gyp.git","D:week_offset",0.0202733864191302,0.0751070871268881,-0.126933799333282,0.167480572171543,1,235
+"249","ran_vals","upstream_vcs_link","https://github.com/nojhan/liquidprompt.git","D:week_offset",-0.097793613038981,0.084256631277673,-0.262933575801891,0.067346349723929,1,149
+"250","ran_vals","upstream_vcs_link","https://github.com/npm/abbrev-js","D:week_offset",-0.212802356826254,0.113413686921186,-0.43508909854568,0.00948438489317296,1,64
+"251","ran_vals","upstream_vcs_link","https://github.com/npm/nopt","D:week_offset",-0.106652690540022,0.098349352458462,-0.299413879261443,0.086108498181399,1,143
+"252","ran_vals","upstream_vcs_link","https://github.com/ntop/nDPI.git","D:week_offset",-0.104394553890545,0.0884178740925733,-0.277690402701585,0.0689012949204962,1,145
+"253","ran_vals","upstream_vcs_link","https://github.com/Nuitka/Nuitka","D:week_offset",0.0219303567149474,0.0746271731941109,-0.124336215013543,0.168196928443438,1,236
+"254","ran_vals","upstream_vcs_link","https://github.com/numba/numba.git","D:week_offset",0.102990138232795,0.0542292848791173,-0.00329730703763731,0.209277583503228,1,296
+"255","ran_vals","upstream_vcs_link","https://github.com/nvbn/thefuck.git","D:week_offset",0.176374156562296,0.0461186149388327,0.0859833322653127,0.266764980859279,2,358
+"256","ran_vals","upstream_vcs_link","https://github.com/oauth-xx/oauth-ruby","D:week_offset",-0.00306546613485209,0.0822547530634569,-0.164281819696463,0.158150887426759,1,217
+"257","ran_vals","upstream_vcs_link","https://github.com/ocaml/dune.git","D:week_offset",0.280242962005984,0.0334826079507482,0.214618256314043,0.345867667697925,2,438
+"258","ran_vals","upstream_vcs_link","https://github.com/OCamlPro/alt-ergo.git","D:week_offset",0.130990094324588,0.0562353759365372,0.0207707828319051,0.241209405817272,2,317
+"259","ran_vals","upstream_vcs_link","https://github.com/ocsigen/js_of_ocaml.git","D:week_offset",0.0908381328316956,0.0615909629498148,-0.0298779363230823,0.211554201986474,1,284
+"260","ran_vals","upstream_vcs_link","https://github.com/olive-editor/olive","D:week_offset",-0.202142245057902,0.109200286018932,-0.416170872756481,0.0118863826406768,1,70
+"261","ran_vals","upstream_vcs_link","https://github.com/oneapi-src/oneTBB.git","D:week_offset",0.199876131222814,0.0453876894980511,0.110917894465147,0.288834367980481,2,377
+"262","ran_vals","upstream_vcs_link","https://github.com/open-power/skiboot.git","D:week_offset",-0.32902392103871,0.132032125737402,-0.587802132286281,-0.0702457097911387,0,14
+"263","ran_vals","upstream_vcs_link","https://github.com/openalpr/openalpr","D:week_offset",-0.193500965343173,0.103032634955535,-0.395441219088285,0.0084392884019385,1,78
+"264","ran_vals","upstream_vcs_link","https://github.com/opencontainers/runc","D:week_offset",0.148796698729592,0.0480651317132806,0.0545907716593879,0.243002625799796,2,335
+"265","ran_vals","upstream_vcs_link","https://github.com/OpenPrinting/cups-filters","D:week_offset",-0.245512570981734,0.121431800810007,-0.483514527147189,-0.00751061481627807,0,47
+"266","ran_vals","upstream_vcs_link","https://github.com/openstreetmap/osm2pgsql.git","D:week_offset",0.164828437572593,0.04722755849356,0.0722641238474569,0.257392751297729,2,343
+"267","ran_vals","upstream_vcs_link","https://github.com/openSUSE/open-build-service","D:week_offset",-0.208274680739532,0.105409278616743,-0.414873070464697,-0.00167629101436692,0,67
+"268","ran_vals","upstream_vcs_link","https://github.com/OpenTTD/OpenTTD.git","D:week_offset",0.187605793899524,0.0455707318096147,0.0982888008035451,0.276922786995502,2,369
+"269","ran_vals","upstream_vcs_link","https://github.com/osantana/dicteval.git","D:week_offset",-0.212088965477477,0.111649356363955,-0.430917682847907,0.00673975189295253,1,65
+"270","ran_vals","upstream_vcs_link","https://github.com/OSGeo/PROJ.git","D:week_offset",0.0337260088022246,0.0682097409933436,-0.099962626939534,0.167414644543983,1,243
+"271","ran_vals","upstream_vcs_link","https://github.com/OSGeo/shapelib.git","D:week_offset",-0.196062502582683,0.117259361065924,-0.425886627122071,0.0337616219567056,1,76
+"272","ran_vals","upstream_vcs_link","https://github.com/osmcode/libosmium.git","D:week_offset",0.17022130481771,0.0470357152120429,0.0780329970150237,0.262409612620397,2,350
+"273","ran_vals","upstream_vcs_link","https://github.com/osmcode/osmium-tool.git","D:week_offset",-0.00407747835093615,0.0738640701737078,-0.148848395642943,0.14069343894107,1,215
+"274","ran_vals","upstream_vcs_link","https://github.com/P403n1x87/austin","D:week_offset",-0.116194287397335,0.0929042377336799,-0.298283247366495,0.0658946725718246,1,139
+"275","ran_vals","upstream_vcs_link","https://github.com/PDAL/PDAL.git","D:week_offset",0.206667271608784,0.0405591672441706,0.127172764567273,0.286161778650295,2,382
+"276","ran_vals","upstream_vcs_link","https://github.com/pdfminer/pdfminer.six.git","D:week_offset",-0.135948084070753,0.0958894734800837,-0.323887998588226,0.0519918304467194,1,115
+"277","ran_vals","upstream_vcs_link","https://github.com/pgbackrest/pgbackrest","D:week_offset",0.247019254893679,0.0386793168670688,0.171209186887612,0.322829322899746,2,416
+"278","ran_vals","upstream_vcs_link","https://github.com/pgRouting/pgrouting.git","D:week_offset",0.201405095543578,0.0433499133743117,0.116440826596996,0.28636936449016,2,379
+"279","ran_vals","upstream_vcs_link","https://github.com/philpem/printer-driver-ptouch.git","D:week_offset",0.139514559127415,0.0570504956246067,0.0276976424030263,0.251331475851804,2,325
+"280","ran_vals","upstream_vcs_link","https://github.com/phpmyadmin/motranslator","D:week_offset",-0.0481705281143966,0.0818050146760687,-0.208505410634262,0.112164354405469,1,182
+"281","ran_vals","upstream_vcs_link","https://github.com/plastex/plastex","D:week_offset",-0.348688447572504,0.14008479552826,-0.623249601589552,-0.0741272935554566,0,10
+"282","ran_vals","upstream_vcs_link","https://github.com/plotly/plotly.R.git","D:week_offset",0.198398613448206,0.0425945712373295,0.114914787886115,0.281882439010298,2,376
+"283","ran_vals","upstream_vcs_link","https://github.com/porridge/bambam","D:week_offset",0.0898633070800987,0.0670830348563497,-0.0416170252119918,0.221343639372189,1,283
+"284","ran_vals","upstream_vcs_link","https://github.com/PracticallyGreen/omniauth-saml.git","D:week_offset",-0.0505394678135805,0.0811456699265783,-0.209582058371049,0.108503122743888,1,178
+"285","ran_vals","upstream_vcs_link","https://github.com/prawnpdf/prawn","D:week_offset",0.084218226600535,0.0574334917321701,-0.0283493487008973,0.196785801901967,1,275
+"286","ran_vals","upstream_vcs_link","https://github.com/prehor/amavisd-milter","D:week_offset",-0.120765508358048,0.094033347645458,-0.30506748308888,0.0635364663727836,1,132
+"287","ran_vals","upstream_vcs_link","https://github.com/processone/eimp.git","D:week_offset",-0.236316895159349,0.117982463439822,-0.467558274308713,-0.00507551600998529,0,52
+"288","ran_vals","upstream_vcs_link","https://github.com/processone/fast_tls.git","D:week_offset",-0.220913544925185,0.114755052649819,-0.445829315162827,0.00400222531245736,1,58
+"289","ran_vals","upstream_vcs_link","https://github.com/processone/pkix.git","D:week_offset",-0.10616334681828,0.0981861019393659,-0.298604570401815,0.0862778767652556,1,144
+"290","ran_vals","upstream_vcs_link","https://github.com/processone/stun.git","D:week_offset",-0.235350870787822,0.118006103036145,-0.466638582694589,-0.00406315888105441,0,53
+"291","ran_vals","upstream_vcs_link","https://github.com/prometheus/haproxy_exporter","D:week_offset",-0.059473899956049,0.0835975424229503,-0.223322072301091,0.104374272388993,1,172
+"292","ran_vals","upstream_vcs_link","https://github.com/prometheus/mysqld_exporter","D:week_offset",-0.143793489336683,0.0949750239712641,-0.329941115751188,0.0423541370778234,1,107
+"293","ran_vals","upstream_vcs_link","https://github.com/prometheus/node_exporter","D:week_offset",-0.0138135660724484,0.0740401363065576,-0.158929566643738,0.131302434498841,1,206
+"294","ran_vals","upstream_vcs_link","https://github.com/prometheus/pushgateway","D:week_offset",-0.197708285709683,0.104013734426419,-0.401571459082979,0.00615488766361333,1,73
+"295","ran_vals","upstream_vcs_link","https://github.com/prometheus/snmp_exporter","D:week_offset",-0.0245365501277157,0.0805829109526406,-0.18247615336429,0.133403053108858,1,203
+"296","ran_vals","upstream_vcs_link","https://github.com/psf/black.git","D:week_offset",-0.0391692140937255,0.077366197174403,-0.19080417417638,0.112465745988929,1,190
+"297","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/clj-kitchensink.git","D:week_offset",-0.024885553964732,0.079355171955874,-0.180418832985228,0.130647725055764,1,202
+"298","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/marionette-collective","D:week_offset",-0.0545227664459823,0.0823711572228626,-0.215967267967679,0.106921735075715,1,175
+"299","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-apache","D:week_offset",0.22532517178543,0.0382267575268912,0.150402103786978,0.300248239783882,2,397
+"300","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-concat","D:week_offset",0.0523820563995116,0.0649246041961653,-0.0748678295354905,0.179631942334514,1,257
+"301","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-firewall","D:week_offset",-0.0300202732056679,0.0748086128058898,-0.176642460038614,0.116601913627278,1,197
+"302","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-mysql","D:week_offset",0.154403361821575,0.04842659482925,0.0594889800623317,0.249317743580819,2,336
+"303","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-ntp.git","D:week_offset",-0.0278989877911294,0.0789844990223648,-0.182705761211903,0.126907785629645,1,199
+"304","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-postgresql.git","D:week_offset",0.130388022502221,0.0515229937004295,0.0294048104736946,0.231371234530746,2,315
+"305","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-xinetd","D:week_offset",-0.241055299484213,0.114595907926025,-0.46565915179489,-0.0164514471735351,0,50
+"306","ran_vals","upstream_vcs_link","https://github.com/py-pdf/pypdf","D:week_offset",0.245704533527052,0.0407258142906146,0.16588340427638,0.325525662777723,2,414
+"307","ran_vals","upstream_vcs_link","https://github.com/pydanny/cached-property.git","D:week_offset",-0.247253455719327,0.114694413944522,-0.47205037627852,-0.0224565351601345,0,46
+"308","ran_vals","upstream_vcs_link","https://github.com/pydicom/pydicom.git","D:week_offset",0.171514805807609,0.0472254984428698,0.0789545297076321,0.264075081907586,2,351
+"309","ran_vals","upstream_vcs_link","https://github.com/pyjokes/pyjokes","D:week_offset",-0.253981721537845,0.118708202826043,-0.486645523746364,-0.0213179193293253,0,40
+"310","ran_vals","upstream_vcs_link","https://github.com/pypa/pipenv.git","D:week_offset",0.335265368227419,0.0280904056831912,0.280209184777245,0.390321551677593,2,448
+"311","ran_vals","upstream_vcs_link","https://github.com/pyparsing/pyparsing","D:week_offset",0.148352744633558,0.0520166386885512,0.0464020062071644,0.250303483059951,2,334
+"312","ran_vals","upstream_vcs_link","https://github.com/pytest-dev/pytest-bdd.git","D:week_offset",-0.0101894393016399,0.0772371669336684,-0.161571504759538,0.141192626156258,1,211
+"313","ran_vals","upstream_vcs_link","https://github.com/python-bugzilla/python-bugzilla","D:week_offset",-0.13380398425661,0.0971327983416068,-0.324180770723751,0.0565728022105314,1,117
+"314","ran_vals","upstream_vcs_link","https://github.com/python-social-auth/social-app-django.git","D:week_offset",-0.178606458536869,0.10123128845664,-0.37701613802047,0.0198032209467308,1,85
+"315","ran_vals","upstream_vcs_link","https://github.com/rackerlabs/kthresher","D:week_offset",-0.0274979313919676,0.082864845992883,-0.189910045122477,0.134914182338541,1,200
+"316","ran_vals","upstream_vcs_link","https://github.com/rails/jbuilder","D:week_offset",-0.119329225994121,0.0965198174346405,-0.308504591960397,0.0698461399721559,1,136
+"317","ran_vals","upstream_vcs_link","https://github.com/rails/jquery-rails.git","D:week_offset",-0.155752986982581,0.0957861405856074,-0.343490372748462,0.0319843987832995,1,97
+"318","ran_vals","upstream_vcs_link","https://github.com/rails/rails-dom-testing","D:week_offset",-0.201100693640761,0.11369518875348,-0.423939168813066,0.021737781531544,1,71
+"319","ran_vals","upstream_vcs_link","https://github.com/rails/rails-html-sanitizer","D:week_offset",-0.316842237548907,0.130303611258538,-0.572232622671149,-0.0614518524266642,0,19
+"320","ran_vals","upstream_vcs_link","https://github.com/rails/sprockets.git","D:week_offset",-0.0938624419880396,0.0877834060148067,-0.265914756217317,0.0781898722412383,1,153
+"321","ran_vals","upstream_vcs_link","https://github.com/rakhimov/scram.git","D:week_offset",0.0579833399708559,0.0610558255843676,-0.0616838792208637,0.177650559162576,1,261
+"322","ran_vals","upstream_vcs_link","https://github.com/ranger/ranger.git","D:week_offset",-0.364755989785915,0.139026219449981,-0.637242372814639,-0.092269606757191,0,5
+"323","ran_vals","upstream_vcs_link","https://github.com/Ranks/emojione","D:week_offset",0.0567397520971115,0.0637451959301626,-0.0681985361134564,0.181678040307679,1,259
+"324","ran_vals","upstream_vcs_link","https://github.com/rbenv/ruby-build.git","D:week_offset",0.0188867976703033,0.0759662073447529,-0.130004232767514,0.167777828108121,1,234
+"325","ran_vals","upstream_vcs_link","https://github.com/rclone/rclone.git","D:week_offset",0.103531453856157,0.055455917589122,-0.00516014734814378,0.212223055060457,1,297
+"326","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/dcfldd","D:week_offset",-0.191088733328983,0.113213509665009,-0.412983134835777,0.0308056681778108,1,79
+"327","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/nbtscan","D:week_offset",-0.162604083731646,0.107888268759613,-0.374061204854865,0.0488530373915724,1,92
+"328","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/openrdate","D:week_offset",-0.133418907231495,0.101789261413327,-0.332922193614548,0.0660843791515585,1,118
+"329","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/packit","D:week_offset",-0.00248598145627241,0.076660820145827,-0.152738427967396,0.147766465054851,1,219
+"330","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/scrot","D:week_offset",-0.189619978024527,0.113041444087461,-0.41117713719635,0.0319371811472952,1,81
+"331","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/stress","D:week_offset",-0.0924137959409574,0.0978037125922732,-0.284105550176119,0.0992779582942045,1,154
+"332","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/txt2html","D:week_offset",-0.197610857066075,0.114267138639395,-0.421570333415735,0.026348619283585,1,74
+"333","ran_vals","upstream_vcs_link","https://github.com/RiotGames/buff-extensions","D:week_offset",-0.275300575480161,0.119612619690789,-0.509737002170595,-0.0408641487897276,0,32
+"334","ran_vals","upstream_vcs_link","https://github.com/robert7/nixnote2","D:week_offset",0.259822009713655,0.03683711081979,0.187622599212356,0.332021420214954,2,424
+"335","ran_vals","upstream_vcs_link","https://github.com/ropensci/RNeXML.git","D:week_offset",0.125762765471429,0.0532327268276382,0.0214285380903985,0.230096992852459,2,314
+"336","ran_vals","upstream_vcs_link","https://github.com/ros/robot_state_publisher","D:week_offset",-0.145883115453933,0.105837340849923,-0.353320491739273,0.0615542608314058,1,105
+"337","ran_vals","upstream_vcs_link","https://github.com/royhills/arp-scan","D:week_offset",0.102387269510157,0.0638274780744473,-0.02271228873978,0.227486827760093,1,294
+"338","ran_vals","upstream_vcs_link","https://github.com/rr-debugger/rr.git","D:week_offset",0.234767772846855,0.0373050218608217,0.161651273557165,0.307884272136545,2,403
+"339","ran_vals","upstream_vcs_link","https://github.com/rsnapshot/rsnapshot.git","D:week_offset",-0.0970003631682619,0.0872830634214693,-0.268072023934667,0.0740712975981433,1,150
+"340","ran_vals","upstream_vcs_link","https://github.com/rsyslog/rsyslog-doc","D:week_offset",-0.182082373477542,0.106747483764901,-0.391303597097022,0.0271388501419382,1,84
+"341","ran_vals","upstream_vcs_link","https://github.com/ruby-ldap/ruby-net-ldap.git","D:week_offset",0.132609630905267,0.0513662810767477,0.0319335699750801,0.233285691835454,2,319
+"342","ran_vals","upstream_vcs_link","https://github.com/scikit-learn-contrib/imbalanced-learn.git","D:week_offset",0.241438558933216,0.0379210247020812,0.167114716260283,0.315762401606149,2,412
+"343","ran_vals","upstream_vcs_link","https://github.com/scop/bash-completion","D:week_offset",-0.0446203152497351,0.0784579303196016,-0.198395032977707,0.109154402478237,1,187
+"344","ran_vals","upstream_vcs_link","https://github.com/seccomp/libseccomp","D:week_offset",-0.119365155881894,0.0952789711045443,-0.306108507730834,0.0673781959670449,1,135
+"345","ran_vals","upstream_vcs_link","https://github.com/selectize/selectize.js","D:week_offset",-0.310041328656419,0.133175304970895,-0.571060130029511,-0.0490225272833264,0,23
+"346","ran_vals","upstream_vcs_link","https://github.com/SELinuxProject/selinux.git","D:week_offset",0.0523355559663281,0.0682763012932689,-0.0814835355660844,0.18615464749874,1,256
+"347","ran_vals","upstream_vcs_link","https://github.com/SethMMorton/natsort.git","D:week_offset",-0.205777299334927,0.114590798194771,-0.430371136756375,0.0188165380865216,1,68
+"348","ran_vals","upstream_vcs_link","https://github.com/silx-kit/pyFAI","D:week_offset",0.270731846501654,0.0350579908435316,0.202019447077997,0.339444245925311,2,431
+"349","ran_vals","upstream_vcs_link","https://github.com/simd-everywhere/simde","D:week_offset",0.253371317451458,0.0374265892805373,0.180016550397432,0.326726084505484,2,421
+"350","ran_vals","upstream_vcs_link","https://github.com/sinatra/sinatra.git","D:week_offset",0.0614124840127654,0.0635478014628413,-0.0631389181511052,0.185963886176636,1,265
+"351","ran_vals","upstream_vcs_link","https://github.com/skvadrik/re2c","D:week_offset",0.184827936188227,0.0488892702495251,0.0890067272687124,0.280649145107742,2,365
+"352","ran_vals","upstream_vcs_link","https://github.com/slime/slime","D:week_offset",-0.129175024194166,0.0883927784833453,-0.30242168651495,0.0440716381266176,1,123
+"353","ran_vals","upstream_vcs_link","https://github.com/smarty-php/smarty.git","D:week_offset",0.0555512021755253,0.0702960640308628,-0.0822265515798874,0.193328955930938,1,258
+"354","ran_vals","upstream_vcs_link","https://github.com/solnic/virtus.git","D:week_offset",0.242262987977037,0.0378432743311061,0.168091533231,0.316434442723074,2,413
+"355","ran_vals","upstream_vcs_link","https://github.com/sopel-irc/sopel.git","D:week_offset",0.207370108795917,0.040136799617438,0.128703427091038,0.286036790500797,2,384
+"356","ran_vals","upstream_vcs_link","https://github.com/spacetelescope/gwcs","D:week_offset",0.102208669855957,0.0590212362707845,-0.01347082755781,0.217888167269724,1,293
+"357","ran_vals","upstream_vcs_link","https://github.com/squizlabs/PHP_CodeSniffer","D:week_offset",0.144759522308745,0.0491899043689815,0.048349081342572,0.241169963274918,2,330
+"358","ran_vals","upstream_vcs_link","https://github.com/stachenov/quazip.git","D:week_offset",-0.0950080427759511,0.0930762699113369,-0.277434179617501,0.0874180940655983,1,152
+"359","ran_vals","upstream_vcs_link","https://github.com/stephane/libmodbus.git","D:week_offset",-0.0647132380759598,0.0901327900283855,-0.241370260357706,0.111943784205787,1,168
+"360","ran_vals","upstream_vcs_link","https://github.com/supercollider/supercollider.git","D:week_offset",0.246207543452578,0.0377451503407231,0.17222840819371,0.320186678711445,2,415
+"361","ran_vals","upstream_vcs_link","https://github.com/swaywm/wlroots","D:week_offset",0.144222470338532,0.0503211020023258,0.0455949227516073,0.242850017925457,2,328
+"362","ran_vals","upstream_vcs_link","https://github.com/syncthing/syncthing.git","D:week_offset",0.22568800856561,0.0382279441568305,0.150762614815214,0.300613402316006,2,399
+"363","ran_vals","upstream_vcs_link","https://github.com/tarantool/tarantool","D:week_offset",0.283799718966767,0.0352530920528789,0.214704928199449,0.352894509734085,2,441
+"364","ran_vals","upstream_vcs_link","https://github.com/terser/terser","D:week_offset",0.264850015227669,0.0360030282820584,0.194285376460457,0.33541465399488,2,428
+"365","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/factory_girl.git","D:week_offset",-0.0765361354258994,0.0882545505550776,-0.249511875985621,0.0964396051338221,1,161
+"366","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/shoulda-matchers","D:week_offset",0.026155759637435,0.0652822683692827,-0.101795135195437,0.154106654470307,1,239
+"367","ran_vals","upstream_vcs_link","https://github.com/tinfoil/devise-two-factor.git","D:week_offset",-0.132356022181041,0.0977324616107854,-0.323908127058624,0.0591960826965414,1,120
+"368","ran_vals","upstream_vcs_link","https://github.com/tkf/emacs-jedi.git","D:week_offset",0.146970768419799,0.0506451750287288,0.0477080493727632,0.246233487466835,2,331
+"369","ran_vals","upstream_vcs_link","https://github.com/tmuxinator/tmuxinator","D:week_offset",-0.0978668593870962,0.085717785057337,-0.265870630934022,0.0701369121598298,1,148
+"370","ran_vals","upstream_vcs_link","https://github.com/totalopenstation/totalopenstation.git","D:week_offset",-0.0295013197579979,0.0821322425162453,-0.190477557059348,0.131474917543352,1,198
+"371","ran_vals","upstream_vcs_link","https://github.com/tpm2-software/tpm2-abrmd.git","D:week_offset",0.122759826182907,0.0533979196095208,0.0181018268988813,0.227417825466933,2,313
+"372","ran_vals","upstream_vcs_link","https://github.com/tqdm/tqdm.git","D:week_offset",0.0129250654078063,0.0728580733670858,-0.129874134374659,0.155724265190271,1,226
+"373","ran_vals","upstream_vcs_link","https://github.com/troglobit/inadyn","D:week_offset",-0.363014358733783,0.139137903466474,-0.635719638412483,-0.090309079055083,0,6
+"374","ran_vals","upstream_vcs_link","https://github.com/Tux/Text-CSV_XS.git","D:week_offset",-0.0570806605007482,0.0847209318783036,-0.223130635718895,0.108969314717398,1,174
+"375","ran_vals","upstream_vcs_link","https://github.com/twbs/bootstrap-sass","D:week_offset",0.0232225559550708,0.067316898737458,-0.108716141121277,0.155161253031418,1,238
+"376","ran_vals","upstream_vcs_link","https://github.com/twisted/twisted.git","D:week_offset",0.280800140500525,0.0317247133391848,0.218620844935866,0.342979436065185,2,439
+"377","ran_vals","upstream_vcs_link","https://github.com/ua-parser/uap-core.git","D:week_offset",-0.32204171683841,0.128611972091706,-0.574116550118825,-0.069966883557996,0,16
+"378","ran_vals","upstream_vcs_link","https://github.com/un33k/django-ipware","D:week_offset",-0.326930226572897,0.135696490860669,-0.592890461488277,-0.0609699916575172,0,15
+"379","ran_vals","upstream_vcs_link","https://github.com/unknown-horizons/unknown-horizons.git","D:week_offset",0.27398961345503,0.0319779099975599,0.211314061558949,0.33666516535111,2,435
+"380","ran_vals","upstream_vcs_link","https://github.com/varietywalls/variety.git","D:week_offset",0.130953947864435,0.0555783892930888,0.0220223065312344,0.239885589197636,2,316
+"381","ran_vals","upstream_vcs_link","https://github.com/varvet/pundit","D:week_offset",-0.0365268691373003,0.0792596654728161,-0.191872958890713,0.118819220616112,1,192
+"382","ran_vals","upstream_vcs_link","https://github.com/vim-airline/vim-airline.git","D:week_offset",0.0421158877624477,0.0644299655041327,-0.0841645241508105,0.168396299675706,1,248
+"383","ran_vals","upstream_vcs_link","https://github.com/vim-syntastic/syntastic","D:week_offset",0.0319811225345702,0.0638152319779623,-0.0930944338073046,0.157056678876445,1,241
+"384","ran_vals","upstream_vcs_link","https://github.com/virt-manager/virt-manager","D:week_offset",0.20712170569029,0.0432862081079697,0.122282296771363,0.291961114609216,2,383
+"385","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/beaker","D:week_offset",0.247647573165793,0.035995335827139,0.177098011333177,0.31819713499841,2,418
+"386","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/librarian-puppet.git","D:week_offset",0.0351224854602591,0.0699909603297286,-0.102057276029381,0.172302246949899,1,245
+"387","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/pypuppetdb","D:week_offset",-0.0768832731185651,0.0881127747613,-0.249581138228603,0.0958145919914728,1,160
+"388","ran_vals","upstream_vcs_link","https://github.com/webcamoid/webcamoid.git","D:week_offset",-0.0434283861943049,0.0806918259198642,-0.201581458844014,0.114724686455405,1,188
+"389","ran_vals","upstream_vcs_link","https://github.com/websocket-client/websocket-client","D:week_offset",0.194613960144514,0.0471697692525868,0.102162911250379,0.287065009038649,2,370
+"390","ran_vals","upstream_vcs_link","https://github.com/X0rg/CPU-X.git","D:week_offset",-0.312129041021165,0.132450760105609,-0.571727760553114,-0.0525303214892168,0,21
+"391","ran_vals","upstream_vcs_link","https://github.com/Xastir/Xastir.git","D:week_offset",-0.259990636997362,0.124693590019727,-0.504385582539031,-0.0155956914556939,0,36
+"392","ran_vals","upstream_vcs_link","https://github.com/Xaviju/inkscape-open-symbols","D:week_offset",-0.131108654342782,0.0948664468955368,-0.317043473599316,0.0548261649137517,1,121
+"393","ran_vals","upstream_vcs_link","https://github.com/xtaran/unburden-home-dir","D:week_offset",-0.0208700969644559,0.0794294386076812,-0.176548935947746,0.134808742018835,1,204
+"394","ran_vals","upstream_vcs_link","https://github.com/ycm-core/ycmd","D:week_offset",-0.0874164063706809,0.0846551590944864,-0.253337469301383,0.0785046565600209,1,156
+"395","ran_vals","upstream_vcs_link","https://github.com/ycm-core/YouCompleteMe","D:week_offset",0.236059801753185,0.0366858592450301,0.164156838891021,0.30796276461535,2,407
+"396","ran_vals","upstream_vcs_link","https://github.com/yrro/command-t","D:week_offset",-0.159377334564521,0.102381956503491,-0.360042281978109,0.0412876128490678,1,96
+"397","ran_vals","upstream_vcs_link","https://github.com/ytdl-org/youtube-dl.git","D:week_offset",0.293251307663575,0.0307677375171947,0.232947650244091,0.353554965083058,2,445
+"398","ran_vals","upstream_vcs_link","https://github.com/zaach/jison","D:week_offset",-0.369848040814975,0.138703808075086,-0.6417025091607,-0.0979935724692501,0,2
+"399","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-builder-gradle-debian-packaging.git","D:week_offset",-0.311264242013806,0.128699600647464,-0.563510824107523,-0.0590176599200884,0,22
+"400","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-debian-packaging.git","D:week_offset",-0.135491721695571,0.0938855944831368,-0.319504105549651,0.0485206621585098,1,116
+"401","ran_vals","upstream_vcs_link","https://github.com/zeromq/czmq.git","D:week_offset",0.224676523801777,0.038134541066022,0.14993419674541,0.299418850858144,2,395
+"402","ran_vals","upstream_vcs_link","https://github.com/zkat/ssri.git","D:week_offset",-0.120831154862298,0.0924597233311703,-0.30204888261193,0.0603865728873331,1,131
+"403","ran_vals","upstream_vcs_link","https://github.com/zloirock/core-js.git","D:week_offset",0.0724637457562069,0.0609683542920556,-0.0470320328529002,0.191959524365314,1,268
+"404","ran_vals","upstream_vcs_link","https://github.com/zmartzone/cjose.git","D:week_offset",-0.215275238184161,0.115895078244483,-0.4424254175288,0.0118749411604775,1,60
+"405","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/BTrees.git","D:week_offset",-0.282425009372658,0.13029705814415,-0.537802550626713,-0.0270474681186031,0,30
+"406","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.deprecation.git","D:week_offset",-0.237758444304678,0.121560280533477,-0.476012216100878,0.000495327491521813,1,51
+"407","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.event","D:week_offset",-0.226851253650413,0.123195711717836,-0.468310411667151,0.0146079043663244,1,56
+"408","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.i18nmessageid","D:week_offset",-0.175215190792259,0.1079893417448,-0.386870411326255,0.0364400297417375,1,86
+"409","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.interface.git","D:week_offset",-0.283249783369322,0.129918855389638,-0.53788606084568,-0.0286135058929644,0,29
+"410","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.proxy","D:week_offset",-0.313678615580925,0.136483611159922,-0.58118157793434,-0.0461756532275095,0,20
+"411","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.schema","D:week_offset",-0.248665263662188,0.12243472296735,-0.488632911135333,-0.00869761618904277,0,45
+"412","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testing","D:week_offset",-0.272516179474814,0.128752875727696,-0.524867178807059,-0.0201651801425692,0,34
+"413","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testrunner","D:week_offset",-0.244072268605406,0.120744165614727,-0.480726484553611,-0.00741805265720158,0,48
+"414","ran_vals","upstream_vcs_link","https://github.com/zsh-users/antigen","D:week_offset",-0.00435695026327066,0.0730686410907984,-0.147568855200519,0.138854954673978,1,214
+"415","ran_vals","upstream_vcs_link","https://gitlab.com/gnutls/libtasn1","D:week_offset",-0.0375479199452634,0.0871544978313649,-0.208367596785413,0.133271756894886,1,191
+"416","ran_vals","upstream_vcs_link","https://gitlab.com/ixion/ixion.git","D:week_offset",-0.128535448709657,0.0962830651514201,-0.317246788727564,0.06017589130825,1,125
+"417","ran_vals","upstream_vcs_link","https://gitlab.com/libidn/libidn2","D:week_offset",0.073694318957853,0.0607660964997686,-0.045405041662779,0.192793679578485,1,272
+"418","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/libosinfo.git","D:week_offset",0.136358050772752,0.0552775861930467,0.0280159726820716,0.244700128863432,2,322
+"419","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db-tools.git","D:week_offset",0.0164690248433534,0.076086141500012,-0.132657072219288,0.165595121905995,1,229
+"420","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db.git","D:week_offset",0.204982676417108,0.0452221710589749,0.116348849838808,0.293616502995409,2,381
+"421","ran_vals","upstream_vcs_link","https://gitlab.com/o9000/tint2","D:week_offset",0.0451044055410286,0.0654657519312873,-0.083206110465128,0.173414921547185,1,250
+"422","ran_vals","upstream_vcs_link","https://gitlab.com/oath-toolkit/oath-toolkit","D:week_offset",-0.182306699779924,0.11423998026569,-0.406212946695243,0.0415995471353951,1,83
+"423","ran_vals","upstream_vcs_link","https://gitlab.com/orcus/orcus","D:week_offset",-0.13903903195523,0.0968748858685972,-0.328910319264109,0.0508322553536488,1,110
+"424","ran_vals","upstream_vcs_link","https://gitlab.dune-project.org/core/dune-common","D:week_offset",0.166403236706287,0.0473188736959191,0.0736599484732859,0.259146524939288,2,344
+"425","ran_vals","upstream_vcs_link","https://gitlab.freedesktop.org/pulseaudio/pulseaudio.git","D:week_offset",0.0878117197895487,0.0613457534518033,-0.0324237475804594,0.208047187159557,1,279
+"426","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/balsa","D:week_offset",-0.00677896054247374,0.0750347569039468,-0.153844381662928,0.14028646057798,1,212
+"427","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/clutter.git","D:week_offset",-0.0264362712914872,0.0803379064003953,-0.183895674429612,0.131023131846637,1,201
+"428","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/folks","D:week_offset",-0.150563963841381,0.104749822107496,-0.35586984255905,0.0547419148762877,1,100
+"429","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gcr.git","D:week_offset",-0.172533298518517,0.106549568954535,-0.381366616237674,0.0363000192006393,1,89
+"430","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gdk-pixbuf","D:week_offset",0.0375534651584947,0.0685244009014915,-0.0967518926706127,0.171858822987602,1,246
+"431","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/geary.git","D:week_offset",0.196963681655731,0.0444966153996348,0.109751918038516,0.284175445272945,2,375
+"432","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gjs.git","D:week_offset",0.181313613526942,0.0470932037187059,0.0890126303216706,0.273614596732213,2,362
+"433","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/glade","D:week_offset",0.144470962928612,0.0514251171903048,0.0436795853348635,0.245262340522361,2,329
+"434","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-builder.git","D:week_offset",0.235512623534176,0.0375802285043207,0.161856729134921,0.30916851793343,2,404
+"435","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-calendar.git","D:week_offset",-0.045688372919282,0.0811182544540378,-0.204677230137952,0.113300484299388,1,186
+"436","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-clocks.git","D:week_offset",0.239470842837822,0.0404785459499293,0.160134350629411,0.318807335046233,2,409
+"437","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-desktop.git","D:week_offset",0.0514739460892765,0.0673828589770909,-0.0805940306811631,0.183541922859716,1,255
+"438","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gvfs.git","D:week_offset",0.0168241230894165,0.0714408103239455,-0.123197292171874,0.156845538350707,1,230
+"439","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/json-glib.git","D:week_offset",-0.0807159993788281,0.095022520247716,-0.266956716784579,0.105524718026923,1,159
+"440","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/libgweather.git","D:week_offset",0.169322405658999,0.0499660926540812,0.0713906636088089,0.26725414770919,2,349
+"441","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/template-glib.git","D:week_offset",-0.160898112868729,0.0976085584596401,-0.352207372032496,0.0304111462950376,1,94
+"442","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/vala.git","D:week_offset",0.252480823705332,0.0374822939227046,0.179016877558886,0.325944769851777,2,419
+"443","ran_vals","upstream_vcs_link","https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb","D:week_offset",0.235803534785838,0.0383731501861666,0.160593542447605,0.311013527124071,2,406
+"444","ran_vals","upstream_vcs_link","https://invent.kde.org/office/ghostwriter","D:week_offset",-0.0462509309019851,0.0872959346174002,-0.217347818748853,0.124845956944883,1,184
+"445","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kscreen.git","D:week_offset",0.0590888930376132,0.0667468248845784,-0.0717324798185623,0.189910265893789,1,263
+"446","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kwin.git","D:week_offset",0.295788791106138,0.0335425492549196,0.230046602616835,0.361530979595441,2,446
+"447","ran_vals","upstream_vcs_link","https://salsa.debian.org/emacsen-team/magithub","D:week_offset",0.1102610537839,0.0554590659727476,0.0015632818610839,0.218958825706716,2,304
+"448","ran_vals","upstream_vcs_link","https://salsa.debian.org/ruby-team/ruby-github-markup","D:week_offset",-0.301698854477263,0.127518901545526,-0.551631308854603,-0.0517664000999243,0,25
diff --git a/R/0711_interaction_groupings.png b/R/0711_interaction_groupings.png
new file mode 100644
index 0000000..212ba4d
Binary files /dev/null and b/R/0711_interaction_groupings.png differ
diff --git a/R/0711contrib_d_goups.png b/R/0711contrib_d_goups.png
new file mode 100644
index 0000000..9652a82
Binary files /dev/null and b/R/0711contrib_d_goups.png differ
diff --git a/R/contribCrescAnalysis.R b/R/contribCrescAnalysis.R
new file mode 100644
index 0000000..2bf2f39
--- /dev/null
+++ b/R/contribCrescAnalysis.R
@@ -0,0 +1,71 @@
+library(tidyverse)
+library(plyr) 
+#get the contrib data instead
+try(setwd(dirname(rstudioapi::getActiveDocumentContext()$path)))
+contrib_df <- read_csv("../final_data/deb_contrib_did.csv")
+#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$observation_type == "all"),]
+  return(longer)
+}
+expanded_data <- expand_timeseries(contrib_df[1,])
+for (i in 2:nrow(contrib_df)){
+  expanded_data <- rbind(expanded_data, expand_timeseries(contrib_df[i,]))
+}
+#filter out the windows of time that we're looking at
+window_num <- 8
+windowed_data <- expanded_data |>
+  filter(week >= (27 - window_num) & week <= (27 + window_num)) |>
+  mutate(D = ifelse(week > 27, 1, 0)) |> 
+  mutate(Cresc = ifelse(week > 23 & week < 27, 1, 0))
+#scale the age numbers and calculate the week offset here
+windowed_data$scaled_project_age <- scale(windowed_data$age_in_days)
+windowed_data$scaled_event_gap <- scale(windowed_data$event_gap)
+windowed_data$week_offset <- windowed_data$week - 27
+#break out the different type of commit actions
+all_actions_data <- windowed_data[which(windowed_data$observation_type == "all"),]
+mrg_actions_data <- windowed_data[which(windowed_data$observation_type == "mrg"),]
+#logging
+all_actions_data$logged_count <- log(all_actions_data$count)
+all_actions_data$log1p_count <- log1p(all_actions_data$count)
+#EDA
+range(all_actions_data$log1p_count) # 0.000000 6.745236
+mean(all_actions_data$log1p_count) # 1.200043
+var(all_actions_data$log1p_count) # 1.753764
+median(all_actions_data$log1p_count) # 0.6931472
+# now for merge
+mrg_actions_data$logged_count <- log(mrg_actions_data$count)
+mrg_actions_data$log1p_count <- log1p(mrg_actions_data$count)
+#imports for models 
+library(lme4)
+library(optimx)
+library(lattice)
+#model
+print("fitting model")
+all_gmodel <- glmer.nb(log1p_count ~ Cresc * week_offset + scaled_project_age + scaled_event_gap + (Cresc * week_offset | upstream_vcs_link),
+              control=glmerControl(optimizer="bobyqa",
+                                           optCtrl=list(maxfun=2e5)), nAGQ=0, data=all_actions_data)
+#all_gmodel <- readRDS("0710_contrib_all.rda")
+summary(all_gmodel)
+saveRDS(all_gmodel, "0710_contrib_cresc.rda")
+range(all_actions_data$log1p_count)
+all_residuals <- residuals(all_gmodel)
+qqnorm(all_residuals)
+
diff --git a/R/contribRDDAnalysis.R b/R/contribRDDAnalysis.R
index 9b6b545..33c875b 100644
--- a/R/contribRDDAnalysis.R
+++ b/R/contribRDDAnalysis.R
@@ -3,6 +3,8 @@ library(plyr)
 #get the contrib data instead
 try(setwd(dirname(rstudioapi::getActiveDocumentContext()$path)))
 contrib_df <- read_csv("../final_data/deb_contrib_did.csv")
+contrib_df <- contrib_df |>
+  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]
@@ -58,12 +60,12 @@ library(optimx)
 library(lattice)
 #model
 print("fitting 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("0710_contrib_all.rda")
+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("0711_contrib_all.rda")
 summary(all_gmodel)
-#saveRDS(all_gmodel, "0710_contrib_all.rda")
+saveRDS(all_gmodel, "0711_contrib_all_01.rda")
 
 all_residuals <- residuals(all_gmodel)
 qqnorm(all_residuals)
@@ -81,6 +83,6 @@ g <- test_glmer_ranef_D |>
   geom_linerange(aes(ymin= conf.low, ymax= conf.high)) +
   theme_bw()
 g
-ggsave("0710contrib_d_goups.png", g)
-write.csv(test_glmer_ranef_D, "0710_contrib_inter_groupings.csv")
+ggsave("0711contrib_d_goups.png", g)
+write.csv(test_glmer_ranef_D, "0711_contrib_inter_groupings.csv")
 print("all pau")
diff --git a/R/final_models/0710_contrib_cresc.rda b/R/final_models/0710_contrib_cresc.rda
new file mode 100644
index 0000000..62d97f8
Binary files /dev/null and b/R/final_models/0710_contrib_cresc.rda differ
diff --git a/R/final_models/0711_contrib_all_rdd.rda b/R/final_models/0711_contrib_all_rdd.rda
new file mode 100644
index 0000000..15b66f1
Binary files /dev/null and b/R/final_models/0711_contrib_all_rdd.rda differ
diff --git a/R/model_presentation.R b/R/model_presentation.R
index bdb7887..1aaecf7 100644
--- a/R/model_presentation.R
+++ b/R/model_presentation.R
@@ -2,16 +2,16 @@ library(tidyverse)
 library(texreg)
 
 readme_rdd <- readRDS("final_models/0624_readme_all_rdd.rda")
-contrib_rdd <- readRDS("final_models/0624_contrib_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'), 
+       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/deb_contrib_interaction_groupings.csv')
+contrib_groupings <- read.csv('../final_data/0711_contrib_inter_groupings.csv')
 
 subdirColors <-
   setNames( c('firebrick1', 'forestgreen', 'cornflowerblue')
diff --git a/final_data/.~lock.deb_contrib_interaction_groupings.csv# b/final_data/.~lock.deb_contrib_interaction_groupings.csv#
deleted file mode 100644
index e01b556..0000000
--- a/final_data/.~lock.deb_contrib_interaction_groupings.csv#
+++ /dev/null
@@ -1 +0,0 @@
-Matt Gaughan,mgone,pa-dhcp-10-120-228-176.gp-vpn.northwestern.private,10.07.2024 17:45,file:///Users/mgone/Library/Application%20Support/OpenOffice/4;
\ No newline at end of file
diff --git a/final_data/deb_contrib_interaction_groupings.csv b/final_data/deb_contrib_interaction_groupings.csv
index f889d28..e6ca7cb 100644
--- a/final_data/deb_contrib_interaction_groupings.csv
+++ b/final_data/deb_contrib_interaction_groupings.csv
@@ -1,452 +1,452 @@
 "","effect","group","level","term","estimate","std.error","conf.low","conf.high","ranef_grouping","rank"
-"1","ran_vals","upstream_vcs_link","git://git.lttng.org/lttng-ust.git","D:week_offset",-0.14343353126856,0.093590861545269,-0.326868249179362,0.0400011866422424,1,108
-"2","ran_vals","upstream_vcs_link","https://0xacab.org/schleuder/schleuder.git","D:week_offset",0.217521942173135,0.0403261803443731,0.138484081064096,0.296559803282173,2,391
-"3","ran_vals","upstream_vcs_link","https://bitbucket.org/sshguard/sshguard.git","D:week_offset",0.178816099543403,0.0468557313216902,0.0869805536836052,0.270651645403202,2,363
-"4","ran_vals","upstream_vcs_link","https://codeberg.org/freedroid/freedroid-src.git","D:week_offset",0.0149756524807766,0.073476679179275,-0.129035992414206,0.15898729737576,1,229
-"5","ran_vals","upstream_vcs_link","https://git.osgeo.org/gitea/postgis/postgis.git","D:week_offset",0.235789924147101,0.0375639676199696,0.162165900495532,0.30941394779867,2,405
-"6","ran_vals","upstream_vcs_link","https://github.com/01org/isa-l.git","D:week_offset",-0.0691011124385337,0.0869168160161968,-0.239454941481173,0.101252716604106,1,167
-"7","ran_vals","upstream_vcs_link","https://github.com/abishekvashok/cmatrix.git","D:week_offset",-0.117226933497625,0.100283994443394,-0.313779950832492,0.0793260838372428,1,135
-"8","ran_vals","upstream_vcs_link","https://github.com/AFLplusplus/AFLplusplus.git","D:week_offset",0.230055283316337,0.0401813331607999,0.151301317470364,0.30880924916231,2,403
-"9","ran_vals","upstream_vcs_link","https://github.com/ahmetb/kubectx","D:week_offset",-0.113898406495094,0.0926095598991827,-0.295409808521597,0.0676129955314091,1,140
-"10","ran_vals","upstream_vcs_link","https://github.com/akheron/jansson.git","D:week_offset",-0.248466617953105,0.125583011034176,-0.494604796650187,-0.00232843925602313,0,45
-"11","ran_vals","upstream_vcs_link","https://github.com/alanxz/rabbitmq-c.git","D:week_offset",0.117938350828667,0.0539540144939308,0.0121904255992102,0.223686276058123,2,313
-"12","ran_vals","upstream_vcs_link","https://github.com/alastair/python-musicbrainz-ngs","D:week_offset",-0.104634604010699,0.090476314283234,-0.281964921459764,0.0726957134383669,1,144
-"13","ran_vals","upstream_vcs_link","https://github.com/analogdevicesinc/libiio.git","D:week_offset",0.167622669455418,0.0490134646463388,0.0715580439910671,0.263687294919769,2,347
-"14","ran_vals","upstream_vcs_link","https://github.com/andialbrecht/sqlparse.git","D:week_offset",-0.027365978674621,0.0854101165145656,-0.194766730958539,0.140034773609297,1,200
-"15","ran_vals","upstream_vcs_link","https://github.com/angband/angband","D:week_offset",0.240676453254237,0.0400974761104264,0.162086844206846,0.319266062301627,2,412
-"16","ran_vals","upstream_vcs_link","https://github.com/apache/trafficserver","D:week_offset",-0.129052215823339,0.0904530248177364,-0.30633688675881,0.0482324551121321,1,123
-"17","ran_vals","upstream_vcs_link","https://github.com/ARMmbed/yotta.git","D:week_offset",0.211392010429409,0.0404581319364317,0.132095528952233,0.290688491906585,2,389
-"18","ran_vals","upstream_vcs_link","https://github.com/assimp/assimp","D:week_offset",0.253178054625147,0.0367518088920836,0.181145832829964,0.32521027642033,2,423
-"19","ran_vals","upstream_vcs_link","https://github.com/astropy/astropy-helpers","D:week_offset",0.204248545679257,0.0428173246970527,0.120328131358676,0.288168959999838,2,382
-"20","ran_vals","upstream_vcs_link","https://github.com/audacity/audacity.git","D:week_offset",0.282671436258803,0.0334417143201757,0.217126880609982,0.348215991907625,2,442
-"21","ran_vals","upstream_vcs_link","https://github.com/aws/aws-cli","D:week_offset",0.220798393749673,0.0380668651921129,0.146188708968791,0.295408078530556,2,394
-"22","ran_vals","upstream_vcs_link","https://github.com/aws/aws-xray-sdk-python","D:week_offset",0.089971741958592,0.0612241959327901,-0.0300254770521002,0.209968960969284,1,283
-"23","ran_vals","upstream_vcs_link","https://github.com/awslabs/amazon-ecr-credential-helper","D:week_offset",-0.253402183177636,0.12080404956209,-0.490173769505924,-0.0166305968493475,0,39
-"24","ran_vals","upstream_vcs_link","https://github.com/axel-download-accelerator/axel.git","D:week_offset",-0.0504304315206898,0.0819243854224827,-0.210999276404334,0.110138413362954,1,179
-"25","ran_vals","upstream_vcs_link","https://github.com/Backblaze/B2_Command_Line_Tool","D:week_offset",0.164198510151985,0.051577114188247,0.0631092239165112,0.265287796387459,2,343
-"26","ran_vals","upstream_vcs_link","https://github.com/Backblaze/b2-sdk-python.git","D:week_offset",0.17344137716946,0.0490576821751541,0.0772900869411458,0.269592667397775,2,356
-"27","ran_vals","upstream_vcs_link","https://github.com/bbatsov/powerpack.git","D:week_offset",-0.340853787108222,0.135229620987505,-0.605898973886734,-0.0758086003297107,0,13
-"28","ran_vals","upstream_vcs_link","https://github.com/Beep6581/RawTherapee","D:week_offset",0.24146626646148,0.0377106398727184,0.167554770476992,0.315377762445968,2,413
-"29","ran_vals","upstream_vcs_link","https://github.com/biojava/biojava.git","D:week_offset",0.18710821161902,0.0459507362272694,0.0970464235504721,0.277169999687568,2,371
-"30","ran_vals","upstream_vcs_link","https://github.com/bit-team/backintime","D:week_offset",-0.0606984354628982,0.093260670667245,-0.24348599114475,0.122089120218953,1,172
-"31","ran_vals","upstream_vcs_link","https://github.com/bitletorg/weupnp.git","D:week_offset",-0.277710362376033,0.121781339564623,-0.516397401911737,-0.0390233228403279,0,33
-"32","ran_vals","upstream_vcs_link","https://github.com/bk138/gromit-mpx.git","D:week_offset",0.0334669177581722,0.0756160691524764,-0.114737854433172,0.181671689949516,1,245
-"33","ran_vals","upstream_vcs_link","https://github.com/Blosc/c-blosc","D:week_offset",0.0963280817768958,0.0603898100035874,-0.0220337708633521,0.214689934417144,1,292
-"34","ran_vals","upstream_vcs_link","https://github.com/bobek/pkg-pimd","D:week_offset",0.0956049345632438,0.0587798823067337,-0.0196015177734575,0.210811386899945,1,291
-"35","ran_vals","upstream_vcs_link","https://github.com/boxbackup/boxbackup.git","D:week_offset",-0.222177414773541,0.115872999106374,-0.449284319802675,0.00492949025559344,1,59
-"36","ran_vals","upstream_vcs_link","https://github.com/brunonova/drmips","D:week_offset",0.00108056122211887,0.0725248817186433,-0.141065594929449,0.143226717373687,1,222
-"37","ran_vals","upstream_vcs_link","https://github.com/c-ares/c-ares.git","D:week_offset",-0.205881377783179,0.112044079800811,-0.425483738873701,0.0137209833073434,1,69
-"38","ran_vals","upstream_vcs_link","https://github.com/c4urself/bump2version","D:week_offset",-0.224420186663801,0.117368295081879,-0.454457817951152,0.00561744462355082,1,58
-"39","ran_vals","upstream_vcs_link","https://github.com/calamares/calamares.git","D:week_offset",0.273849479273666,0.0354305270837845,0.204406922236177,0.343292036311154,2,437
-"40","ran_vals","upstream_vcs_link","https://github.com/canonical/lightdm.git","D:week_offset",-0.306442323169316,0.130173711278754,-0.561578109009588,-0.0513065373290434,0,26
-"41","ran_vals","upstream_vcs_link","https://github.com/capistrano/capistrano.git","D:week_offset",0.194769909748224,0.0424154264088416,0.111637201597986,0.277902617898463,2,373
-"42","ran_vals","upstream_vcs_link","https://github.com/capistrano/sshkit.git","D:week_offset",-0.178593878213529,0.0985156401031684,-0.371680984729649,0.0144932283025912,1,86
-"43","ran_vals","upstream_vcs_link","https://github.com/ceres-solver/ceres-solver.git","D:week_offset",0.0512396236449679,0.0680310374419691,-0.0820987595721875,0.184578006862123,1,257
-"44","ran_vals","upstream_vcs_link","https://github.com/cesbit/libcleri.git","D:week_offset",0.000425687550591938,0.0769074755270241,-0.150310194624271,0.151161569725455,1,221
-"45","ran_vals","upstream_vcs_link","https://github.com/CESNET/libyang","D:week_offset",-0.354925727391472,0.140221531244665,-0.629754878488073,-0.0800965762948708,0,11
-"46","ran_vals","upstream_vcs_link","https://github.com/cespare/reflex.git","D:week_offset",-0.0555251800735025,0.0861364229513876,-0.224349466815331,0.113299106668326,1,177
-"47","ran_vals","upstream_vcs_link","https://github.com/checkpoint-restore/criu.git","D:week_offset",-0.158367081096707,0.106706066333037,-0.367507128041402,0.050772965847988,1,96
-"48","ran_vals","upstream_vcs_link","https://github.com/cleishm/libneo4j-client","D:week_offset",0.108265495808088,0.0557999036682022,-0.00110030572239296,0.217631297338568,1,303
-"49","ran_vals","upstream_vcs_link","https://github.com/clojure/core.cache","D:week_offset",-0.334807700386583,0.13238852613097,-0.594284443569623,-0.0753309572035424,0,15
-"50","ran_vals","upstream_vcs_link","https://github.com/clojure/tools.logging.git","D:week_offset",-0.267111333915189,0.117265334811672,-0.496947166781098,-0.0372755010492803,0,37
-"51","ran_vals","upstream_vcs_link","https://github.com/ClusterLabs/pacemaker","D:week_offset",0.228658484178411,0.0391038741319364,0.152016299223828,0.305300669132994,2,402
-"52","ran_vals","upstream_vcs_link","https://github.com/codedread/scour.git","D:week_offset",0.144530596017835,0.0533819134620611,0.0399039682063615,0.249157223829309,2,331
-"53","ran_vals","upstream_vcs_link","https://github.com/codership/galera","D:week_offset",-0.243980540572216,0.121197595707201,-0.481523463171175,-0.00643761797325645,0,49
-"54","ran_vals","upstream_vcs_link","https://github.com/colmap/colmap","D:week_offset",0.225966221789773,0.0401777383465056,0.147219301650349,0.304713141929198,2,397
-"55","ran_vals","upstream_vcs_link","https://github.com/composer/semver","D:week_offset",-0.0679164036626199,0.0845014892856098,-0.233536279302412,0.0977034719771726,1,169
-"56","ran_vals","upstream_vcs_link","https://github.com/coq/coq","D:week_offset",-0.0913112207359393,0.0835280280204006,-0.255023147355577,0.0724007058836983,1,156
-"57","ran_vals","upstream_vcs_link","https://github.com/coreruleset/coreruleset.git","D:week_offset",0.0760808522471989,0.06414356186767,-0.049638218853551,0.201799923347949,1,271
-"58","ran_vals","upstream_vcs_link","https://github.com/CorsixTH/CorsixTH.git","D:week_offset",0.0870157854339357,0.0573209258243605,-0.0253311647423028,0.199362735610174,1,279
-"59","ran_vals","upstream_vcs_link","https://github.com/cubiq/iscroll","D:week_offset",-0.124302665982192,0.0952517822862178,-0.310992728726429,0.0623873967620455,1,129
-"60","ran_vals","upstream_vcs_link","https://github.com/cucumber/aruba.git","D:week_offset",0.000225481739866817,0.072502387666195,-0.141876586879036,0.14232755035877,1,218
-"61","ran_vals","upstream_vcs_link","https://github.com/cyrusimap/cyrus-sasl.git","D:week_offset",-0.173130232273793,0.108191839082802,-0.385182340297239,0.0389218757496527,1,91
-"62","ran_vals","upstream_vcs_link","https://github.com/DamienCassou/beginend.git","D:week_offset",-0.247117694979301,0.116975051572076,-0.476384583150285,-0.0178508068083171,0,48
-"63","ran_vals","upstream_vcs_link","https://github.com/darold/pgbadger.git","D:week_offset",0.170322232260518,0.0455317936959582,0.0810815564649324,0.259562908056104,2,349
-"64","ran_vals","upstream_vcs_link","https://github.com/dask/partd.git","D:week_offset",-0.216880346927582,0.113519582804682,-0.43937464076477,0.00561394690960643,1,61
-"65","ran_vals","upstream_vcs_link","https://github.com/datalad/datalad","D:week_offset",0.114194500388202,0.0524686255106852,0.0113578840689396,0.217031116707465,2,308
-"66","ran_vals","upstream_vcs_link","https://github.com/davesteele/comitup","D:week_offset",0.0240403774356214,0.0715401127308923,-0.116175666966863,0.164256421838106,1,239
-"67","ran_vals","upstream_vcs_link","https://github.com/davidcelis/api-pagination.git","D:week_offset",-0.0463944282732173,0.0804829382939186,-0.204138088699257,0.111349232152823,1,184
-"68","ran_vals","upstream_vcs_link","https://github.com/ddclient/ddclient.git","D:week_offset",0.110257042920202,0.0568678827859783,-0.00120195921736113,0.221716045057764,1,305
-"69","ran_vals","upstream_vcs_link","https://github.com/deckar01/task_list.git","D:week_offset",-0.247188257875225,0.115488561000661,-0.473541678062877,-0.0208348376875732,0,47
-"70","ran_vals","upstream_vcs_link","https://github.com/defunkt/mustache","D:week_offset",0.0300987222535469,0.0670127715678762,-0.1012438965237,0.161441341030794,1,243
-"71","ran_vals","upstream_vcs_link","https://github.com/developit/preact.git","D:week_offset",0.279903271345889,0.0343181997060134,0.212640835907849,0.347165706783928,2,441
-"72","ran_vals","upstream_vcs_link","https://github.com/Diaoul/subliminal.git","D:week_offset",0.0906407933106597,0.0594561721668811,-0.02589116279504,0.207172749416359,1,284
-"73","ran_vals","upstream_vcs_link","https://github.com/django-haystack/django-haystack","D:week_offset",-0.0593369561205915,0.079811992739593,-0.215765587424566,0.097091675183383,1,174
-"74","ran_vals","upstream_vcs_link","https://github.com/doctrine/instantiator","D:week_offset",-0.123780762802715,0.0899629243245038,-0.300104854422644,0.0525433288172152,1,130
-"75","ran_vals","upstream_vcs_link","https://github.com/doctrine/sql-formatter.git","D:week_offset",0.178272571537589,0.0508614643789127,0.0785859331539532,0.277959209921225,2,361
-"76","ran_vals","upstream_vcs_link","https://github.com/donnemartin/gitsome","D:week_offset",0.287990691851413,0.0325974239503036,0.224100914920034,0.351880468782791,2,446
-"77","ran_vals","upstream_vcs_link","https://github.com/doorkeeper-gem/doorkeeper-openid_connect.git","D:week_offset",0.0896482055514353,0.0600934066773067,-0.0281327072444046,0.207429118347275,1,282
-"78","ran_vals","upstream_vcs_link","https://github.com/dpmb/dpmb","D:week_offset",-0.122511657324944,0.0896838082100148,-0.298288691412971,0.0532653767630823,1,131
-"79","ran_vals","upstream_vcs_link","https://github.com/drwetter/testssl.sh.git","D:week_offset",0.0867642410042476,0.061165944323014,-0.033118806949242,0.206647288957737,1,278
-"80","ran_vals","upstream_vcs_link","https://github.com/easyrdf/easyrdf.git","D:week_offset",0.106751474792637,0.060178926724866,-0.0111970542163752,0.224700003801649,1,302
-"81","ran_vals","upstream_vcs_link","https://github.com/eavgerinos/pkg-pick","D:week_offset",-0.230780869215154,0.115520383141742,-0.457196659653236,-0.0043650787770724,0,56
-"82","ran_vals","upstream_vcs_link","https://github.com/eclipse-ee4j/eclipselink.git","D:week_offset",0.102117918415544,0.0593393274422253,-0.0141850262380465,0.218420863069135,1,295
-"83","ran_vals","upstream_vcs_link","https://github.com/elastic/elasticsearch-ruby","D:week_offset",-0.0321722670001246,0.075281309630621,-0.17972092258515,0.115376388584901,1,196
-"84","ran_vals","upstream_vcs_link","https://github.com/elasticsearch/curator.git","D:week_offset",0.171643036100371,0.0463529177370676,0.0807929867573703,0.262493085443371,2,351
-"85","ran_vals","upstream_vcs_link","https://github.com/Electrostatics/apbs","D:week_offset",0.100460430938604,0.0639109529285538,-0.024802735018996,0.225723596896204,1,294
-"86","ran_vals","upstream_vcs_link","https://github.com/elves/elvish.git","D:week_offset",0.204007696343887,0.0415881830269313,0.122496355428641,0.285519037259132,2,381
-"87","ran_vals","upstream_vcs_link","https://github.com/emacs-lsp/lsp-mode.git","D:week_offset",0.277710611970463,0.0350846305610297,0.208945999659952,0.346475224280975,2,439
-"88","ran_vals","upstream_vcs_link","https://github.com/emcrisostomo/fswatch.git","D:week_offset",-0.165276070378748,0.104606615093739,-0.37030126850712,0.039749127749625,1,94
-"89","ran_vals","upstream_vcs_link","https://github.com/EnterpriseDB/mysql_fdw.git","D:week_offset",-0.0323344684006113,0.0816284342212387,-0.192323259588636,0.127654322787413,1,195
-"90","ran_vals","upstream_vcs_link","https://github.com/eproxus/meck.git","D:week_offset",-0.158778615181727,0.10210710633994,-0.358904866173611,0.0413476358101576,1,95
-"91","ran_vals","upstream_vcs_link","https://github.com/erlware/erlware_commons.git","D:week_offset",0.0357376444778018,0.0676620829257512,-0.0968776011756331,0.168352890131237,1,248
-"92","ran_vals","upstream_vcs_link","https://github.com/eslint/eslint-scope.git","D:week_offset",-0.0368628538839463,0.080502080950675,-0.194644033227797,0.120918325459905,1,193
-"93","ran_vals","upstream_vcs_link","https://github.com/EsotericSoftware/kryo.git","D:week_offset",-0.370396950871801,0.139207022982073,-0.643237702311704,-0.0975561994318984,0,3
-"94","ran_vals","upstream_vcs_link","https://github.com/EttusResearch/uhd","D:week_offset",0.226831756310505,0.0400267482940238,0.148380771235968,0.305282741385041,2,400
-"95","ran_vals","upstream_vcs_link","https://github.com/Exa-Networks/exabgp","D:week_offset",-0.0434867001215633,0.0856808840242253,-0.211418146972598,0.124444746729472,1,188
-"96","ran_vals","upstream_vcs_link","https://github.com/Exiv2/exiv2.git","D:week_offset",0.0415735494879859,0.0709019917613296,-0.0973918007963757,0.180538899772347,1,251
-"97","ran_vals","upstream_vcs_link","https://github.com/fail2ban/fail2ban","D:week_offset",-0.147518707653777,0.0921803147396009,-0.328188804626962,0.0331513893194071,1,104
-"98","ran_vals","upstream_vcs_link","https://github.com/fgrehm/vagrant-lxc","D:week_offset",0.116578960083436,0.0529430980272312,0.0128123947200896,0.220345525446783,2,311
-"99","ran_vals","upstream_vcs_link","https://github.com/flask-restful/flask-restful","D:week_offset",-0.145901033616809,0.0914944156534423,-0.325226793084094,0.0334247258504755,1,105
-"100","ran_vals","upstream_vcs_link","https://github.com/florimondmanca/djangorestframework-api-key","D:week_offset",0.141756592640256,0.0557663681046963,0.0324565196064485,0.251056665674064,2,327
-"101","ran_vals","upstream_vcs_link","https://github.com/flot/flot","D:week_offset",0.0393087349290362,0.0632090001685494,-0.0845786289001068,0.163196098758179,1,250
-"102","ran_vals","upstream_vcs_link","https://github.com/Fluidsynth/fluidsynth.git","D:week_offset",0.269281925824418,0.034425072372534,0.201810023809067,0.33675382783977,2,433
-"103","ran_vals","upstream_vcs_link","https://github.com/fog/fog-local","D:week_offset",-0.208907836816435,0.106655048295676,-0.417947890245339,0.000132216612468788,1,68
-"104","ran_vals","upstream_vcs_link","https://github.com/fog/fog-rackspace","D:week_offset",-0.193953394844493,0.107748978416189,-0.405137511911207,0.0172307222222204,1,78
-"105","ran_vals","upstream_vcs_link","https://github.com/fonttools/fonttools.git","D:week_offset",0.261078014025456,0.0361576818177792,0.19021025989815,0.331945768152762,2,427
-"106","ran_vals","upstream_vcs_link","https://github.com/freelan-developers/freelan","D:week_offset",-0.00832602000229422,0.0718105984136352,-0.149072206601288,0.1324201665967,1,213
-"107","ran_vals","upstream_vcs_link","https://github.com/fuzzylite/fuzzylite","D:week_offset",0.000273518711309312,0.0790328905674668,-0.154628100395021,0.15517513781764,1,219
-"108","ran_vals","upstream_vcs_link","https://github.com/galaxyproject/bioblend","D:week_offset",0.0764746973589851,0.0643549440109373,-0.0496586751295436,0.202608069847514,1,272
-"109","ran_vals","upstream_vcs_link","https://github.com/gazebosim/gz-transport","D:week_offset",0.0207091375558582,0.0715948858784825,-0.119614260243223,0.161032535354939,1,235
-"110","ran_vals","upstream_vcs_link","https://github.com/gcsideal/syslog-ng-debian","D:week_offset",-0.14210893626218,0.0991412943082132,-0.336422302486963,0.0522044299626038,1,110
-"111","ran_vals","upstream_vcs_link","https://github.com/geopython/geolinks.git","D:week_offset",-0.269510096355799,0.128743404794191,-0.521842532999475,-0.0171776597121223,0,36
-"112","ran_vals","upstream_vcs_link","https://github.com/geopython/stetl.git","D:week_offset",0.0510899949672243,0.0678384394003206,-0.081870903024807,0.184050892959256,1,256
-"113","ran_vals","upstream_vcs_link","https://github.com/github/git-lfs.git","D:week_offset",0.11713483093078,0.0527217755165288,0.013802049717378,0.220467612144182,2,312
-"114","ran_vals","upstream_vcs_link","https://github.com/GoalSmashers/clean-css.git","D:week_offset",0.183316996542685,0.0444163021244741,0.0962626440522655,0.270371349033104,2,366
-"115","ran_vals","upstream_vcs_link","https://github.com/gohugoio/hugo.git","D:week_offset",0.235592522805135,0.0377144539272576,0.161673551411115,0.309511494199155,2,404
-"116","ran_vals","upstream_vcs_link","https://github.com/google/benchmark","D:week_offset",0.0767296212860521,0.0610914528100263,-0.0430074259848278,0.196466668556932,1,273
-"117","ran_vals","upstream_vcs_link","https://github.com/google/brotli","D:week_offset",0.138694412933704,0.0506691152372032,0.0393847719402761,0.238004053927132,2,325
-"118","ran_vals","upstream_vcs_link","https://github.com/google/flatbuffers.git","D:week_offset",-0.115548035139419,0.093972637089175,-0.299731019366455,0.068634949087617,1,137
-"119","ran_vals","upstream_vcs_link","https://github.com/google/fscrypt","D:week_offset",-0.00826382310557442,0.0750493591667026,-0.155357864135123,0.138830217923974,1,214
-"120","ran_vals","upstream_vcs_link","https://github.com/google/googletest.git","D:week_offset",0.135900256166778,0.0517435937709072,0.0344846759451287,0.237315836388427,2,323
-"121","ran_vals","upstream_vcs_link","https://github.com/google/gopacket.git","D:week_offset",-0.0951013438465205,0.0851064282185329,-0.261906878007688,0.0717041903146473,1,151
-"122","ran_vals","upstream_vcs_link","https://github.com/google/jimfs.git","D:week_offset",-0.0775915765631364,0.086474016841173,-0.247077535170346,0.0918943820440727,1,162
-"123","ran_vals","upstream_vcs_link","https://github.com/google/stenographer","D:week_offset",0.199379866558069,0.0419214590729032,0.117215316595809,0.281544416520329,2,378
-"124","ran_vals","upstream_vcs_link","https://github.com/google/yapf.git","D:week_offset",-0.104490861704129,0.0855804668728073,-0.272225494554954,0.0632437711466967,1,146
-"125","ran_vals","upstream_vcs_link","https://github.com/GoogleCloudPlatform/cloudsql-proxy.git","D:week_offset",-0.0971037046851953,0.0925913878592526,-0.27857949016791,0.084372080797519,1,149
-"126","ran_vals","upstream_vcs_link","https://github.com/googlei18n/fontmake.git","D:week_offset",-0.0471793245341304,0.0830173818220898,-0.209890402996236,0.115531753927976,1,182
-"127","ran_vals","upstream_vcs_link","https://github.com/gpodder/mygpoclient","D:week_offset",-0.149711961589099,0.101643473120643,-0.348929508169124,0.0495055849909251,1,102
-"128","ran_vals","upstream_vcs_link","https://github.com/Graylog2/gelf-rb","D:week_offset",-0.37517126710774,0.138905401095745,-0.647420850513492,-0.102921683701989,0,1
-"129","ran_vals","upstream_vcs_link","https://github.com/Grokzen/redis-py-cluster","D:week_offset",0.112654863970164,0.0563095554999363,0.00229016320482993,0.223019564735499,2,306
-"130","ran_vals","upstream_vcs_link","https://github.com/guessit-io/guessit.git","D:week_offset",0.258129453898087,0.0363924325628618,0.186801596765075,0.329457311031099,2,426
-"131","ran_vals","upstream_vcs_link","https://github.com/guillaumechereau/goxel.git","D:week_offset",0.277351653845997,0.0363305438448494,0.206145096371339,0.348558211320655,2,438
-"132","ran_vals","upstream_vcs_link","https://github.com/Haivision/srt.git","D:week_offset",-0.114547116965071,0.0896262144811463,-0.290211269418779,0.0611170354886384,1,139
-"133","ran_vals","upstream_vcs_link","https://github.com/hamcrest/hamcrest-php.git","D:week_offset",-0.294838407640057,0.131175064835742,-0.551936810387818,-0.0377400048922966,0,28
-"134","ran_vals","upstream_vcs_link","https://github.com/HandBrake/HandBrake","D:week_offset",0.144107039875415,0.0508319070001947,0.0444783328895443,0.243735746861286,2,329
-"135","ran_vals","upstream_vcs_link","https://github.com/HaxeFoundation/haxe-debian","D:week_offset",-0.19505716442784,0.104298541987427,-0.399478550363235,0.00936422150755573,1,76
-"136","ran_vals","upstream_vcs_link","https://github.com/highlightjs/highlight.js","D:week_offset",0.218226877946447,0.0425132000190775,0.134902537041508,0.301551218851387,2,392
-"137","ran_vals","upstream_vcs_link","https://github.com/howardabrams/node-mocks-http","D:week_offset",0.0037176073025763,0.0705931261183785,-0.134642377445539,0.142077592050692,1,225
-"138","ran_vals","upstream_vcs_link","https://github.com/htop-dev/htop","D:week_offset",0.091892871629606,0.0595312640761066,-0.024786261913706,0.208572005172918,1,288
-"139","ran_vals","upstream_vcs_link","https://github.com/httpie/httpie","D:week_offset",0.00946068236002516,0.0704525399025476,-0.128623758468339,0.147545123188389,1,228
-"140","ran_vals","upstream_vcs_link","https://github.com/httprb/http.rb","D:week_offset",-0.171040253317336,0.0974211747594229,-0.361982247177388,0.0199017405427152,1,92
-"141","ran_vals","upstream_vcs_link","https://github.com/i18next/i18next","D:week_offset",-0.137739053443923,0.0982674991838786,-0.330339812695144,0.0548617058072979,1,113
-"142","ran_vals","upstream_vcs_link","https://github.com/Icinga/icinga2","D:week_offset",0.237835884792998,0.0380528516586457,0.163253666033007,0.312418103552988,2,409
-"143","ran_vals","upstream_vcs_link","https://github.com/Icinga/icingaweb2.git","D:week_offset",0.00564786313570664,0.0715676923604798,-0.134622236347476,0.145917962618889,1,226
-"144","ran_vals","upstream_vcs_link","https://github.com/iem-projects/ambix.git","D:week_offset",-0.183752622375023,0.101181021194519,-0.382063779835265,0.0145585350852189,1,84
-"145","ran_vals","upstream_vcs_link","https://github.com/ignitionrobotics/ign-cmake.git","D:week_offset",0.0829121444550366,0.0613122585296789,-0.0372576740739428,0.203081962984016,1,276
-"146","ran_vals","upstream_vcs_link","https://github.com/igraph/igraph.git","D:week_offset",-0.324592100815892,0.131850526821979,-0.583014384729603,-0.0661698169021809,0,18
-"147","ran_vals","upstream_vcs_link","https://github.com/ImageOptim/libimagequant.git","D:week_offset",0.0166758942605136,0.0728536203175,-0.126114577705142,0.159466366226169,1,230
-"148","ran_vals","upstream_vcs_link","https://github.com/include-what-you-use/include-what-you-use","D:week_offset",-0.133988411376354,0.0987566505185262,-0.327547889626474,0.0595710668737666,1,118
-"149","ran_vals","upstream_vcs_link","https://github.com/infirit/caja-admin","D:week_offset",-0.169135620910127,0.102459811968703,-0.36995316223153,0.0316819204112762,1,93
-"150","ran_vals","upstream_vcs_link","https://github.com/Intel-Media-SDK/MediaSDK","D:week_offset",-0.281390188517649,0.125010554065111,-0.526406372172664,-0.0363740048626349,0,31
-"151","ran_vals","upstream_vcs_link","https://github.com/intel/compute-runtime","D:week_offset",0.308998219237714,0.0312833941651931,0.247683893359765,0.370312545115662,2,450
-"152","ran_vals","upstream_vcs_link","https://github.com/intel/intel-vaapi-driver.git","D:week_offset",0.140961527516978,0.0512880767188155,0.0404387443117726,0.241484310722184,2,326
-"153","ran_vals","upstream_vcs_link","https://github.com/intel/libva.git","D:week_offset",-0.07454660013662,0.0861940001914687,-0.243483736195337,0.094390535922097,1,165
-"154","ran_vals","upstream_vcs_link","https://github.com/intridea/grape-entity","D:week_offset",0.0521721808245707,0.0649875597009314,-0.0752010956324014,0.179545457281543,1,258
-"155","ran_vals","upstream_vcs_link","https://github.com/intridea/multi_json","D:week_offset",-0.135622672508082,0.0927899858394814,-0.317487702879447,0.046242357863283,1,115
-"156","ran_vals","upstream_vcs_link","https://github.com/ioquake/ioq3","D:week_offset",0.122427306774566,0.0550720768790433,0.0144880195378198,0.230366594011311,2,315
-"157","ran_vals","upstream_vcs_link","https://github.com/Iotic-Labs/py-ubjson","D:week_offset",-0.0673240654803492,0.0898859625354936,-0.243497314765633,0.108849183804935,1,170
-"158","ran_vals","upstream_vcs_link","https://github.com/ipython/ipykernel.git","D:week_offset",0.112997140907642,0.0546457672406071,0.00589340520849382,0.220100876606791,2,307
-"159","ran_vals","upstream_vcs_link","https://github.com/ipython/ipython_genutils","D:week_offset",-0.0749003000822612,0.0884279890943633,-0.248215973932514,0.0984153737679914,1,164
-"160","ran_vals","upstream_vcs_link","https://github.com/ipython/traitlets.git","D:week_offset",0.178315259023505,0.0449635604632421,0.0901882998988614,0.266442218148149,2,362
-"161","ran_vals","upstream_vcs_link","https://github.com/isaacs/inherits","D:week_offset",-0.337444374694744,0.135420546829988,-0.602863769248241,-0.0720249801412476,0,14
-"162","ran_vals","upstream_vcs_link","https://github.com/isaacs/node-glob.git","D:week_offset",-0.0154744434684853,0.0747198555284774,-0.161922669234337,0.130973782297366,1,208
-"163","ran_vals","upstream_vcs_link","https://github.com/jaap-karssenberg/zim-desktop-wiki.git","D:week_offset",-0.0850062080108637,0.0874077381116719,-0.25632222667985,0.0863098106581221,1,158
-"164","ran_vals","upstream_vcs_link","https://github.com/JabRef/jabref.git","D:week_offset",0.0202532778490043,0.0690919925844257,-0.115164539236579,0.155671094934587,1,234
-"165","ran_vals","upstream_vcs_link","https://github.com/jackfranklin/gulp-load-plugins","D:week_offset",-0.150695062697133,0.10033199399516,-0.347342157424736,0.04595203203047,1,101
-"166","ran_vals","upstream_vcs_link","https://github.com/janestreet/sexplib.git","D:week_offset",-0.253061466412411,0.124330174816622,-0.496744131244558,-0.00937880158026339,0,40.5
-"167","ran_vals","upstream_vcs_link","https://github.com/janestreet/variantslib.git","D:week_offset",-0.253061466412411,0.124330174816622,-0.496744131244558,-0.00937880158026339,0,40.5
-"168","ran_vals","upstream_vcs_link","https://github.com/jashkenas/backbone","D:week_offset",0.18346133061642,0.0426318521700777,0.0999044357688322,0.267018225464008,2,367
-"169","ran_vals","upstream_vcs_link","https://github.com/jashkenas/coffeescript","D:week_offset",-0.0455618979094931,0.077948141653695,-0.198337448212562,0.107213652393575,1,186
-"170","ran_vals","upstream_vcs_link","https://github.com/jashkenas/underscore.git","D:week_offset",0.149084455383851,0.0479142606661844,0.0551742301322656,0.242994680635437,2,334
-"171","ran_vals","upstream_vcs_link","https://github.com/javaparser/javaparser.git","D:week_offset",0.189389273010018,0.0439087583316123,0.103329688074185,0.275448857945851,2,372
-"172","ran_vals","upstream_vcs_link","https://github.com/jazzband/django-sortedm2m.git","D:week_offset",-0.134227793147637,0.0968822629583113,-0.324113539286666,0.0556579529913919,1,117
-"173","ran_vals","upstream_vcs_link","https://github.com/jbeder/yaml-cpp","D:week_offset",-0.0307929371480581,0.0813942894262759,-0.190322812970788,0.128736938674672,1,198
-"174","ran_vals","upstream_vcs_link","https://github.com/JDimproved/JDim.git","D:week_offset",0.172910909371665,0.0477077416642794,0.0794054539259362,0.266416364817393,2,353
-"175","ran_vals","upstream_vcs_link","https://github.com/jendrikseipp/vulture.git","D:week_offset",-0.289406147159323,0.127889828616165,-0.540065605236007,-0.0387466890826397,0,29
-"176","ran_vals","upstream_vcs_link","https://github.com/jmcnamara/XlsxWriter","D:week_offset",0.149595710041495,0.0482658935228674,0.0549962970550298,0.24419512302796,2,336
-"177","ran_vals","upstream_vcs_link","https://github.com/joaotavora/yasnippet","D:week_offset",-0.0596956969120845,0.0833129101167632,-0.222986000188163,0.103594606363994,1,173
-"178","ran_vals","upstream_vcs_link","https://github.com/jobovy/galpy.git","D:week_offset",0.115966593715831,0.0549883379340657,0.00819143179534425,0.223741755636317,2,310
-"179","ran_vals","upstream_vcs_link","https://github.com/joewing/jwm","D:week_offset",-0.048243858589975,0.0819156168399251,-0.208795517367611,0.112307800187661,1,180
-"180","ran_vals","upstream_vcs_link","https://github.com/jquery/jquery.git","D:week_offset",0.186355709604703,0.042014316959805,0.104009161528435,0.268702257680971,2,369
-"181","ran_vals","upstream_vcs_link","https://github.com/jquery/qunit.git","D:week_offset",0.0602128439368539,0.0627882752694919,-0.062849914242737,0.183275602116445,1,264
-"182","ran_vals","upstream_vcs_link","https://github.com/jquery/sizzle.git","D:week_offset",0.103146756595423,0.0555211660647104,-0.00567272927107694,0.211966242461923,1,297
-"183","ran_vals","upstream_vcs_link","https://github.com/jtesta/ssh-audit.git","D:week_offset",0.00320174960323539,0.0764318458214638,-0.146601915478752,0.153005414685223,1,224
-"184","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_client","D:week_offset",0.109574021846569,0.0546001393411365,0.00255971518707311,0.216588328506065,2,304
-"185","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_console","D:week_offset",0.0228887594707022,0.070215024615698,-0.114730159949659,0.160507678891063,1,238
-"186","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_core","D:week_offset",0.174876981936008,0.0470927102537107,0.0825769659043548,0.267176997967661,2,357
-"187","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbconvert","D:week_offset",0.195545898879547,0.0429616789733863,0.111342555376338,0.279749242382756,2,374
-"188","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbformat","D:week_offset",-0.00995088141617611,0.0746951629302439,-0.156350710578805,0.136448947746453,1,212
-"189","ran_vals","upstream_vcs_link","https://github.com/jupyter/notebook.git","D:week_offset",0.264329468300472,0.0340955160657897,0.197503484777217,0.331155451823727,2,430
-"190","ran_vals","upstream_vcs_link","https://github.com/kaminari/kaminari","D:week_offset",-0.108549604908751,0.0911194872673569,-0.287140518242526,0.0700413084250249,1,143
-"191","ran_vals","upstream_vcs_link","https://github.com/KDAB/hotspot.git","D:week_offset",0.120738258345805,0.0552104725290995,0.012527720619332,0.228948796072278,2,314
-"192","ran_vals","upstream_vcs_link","https://github.com/kelektiv/node-uuid","D:week_offset",0.0907919620660569,0.060864688088192,-0.0285006345170636,0.210084558649177,1,285
-"193","ran_vals","upstream_vcs_link","https://github.com/keras-team/keras","D:week_offset",0.271102706902278,0.0335658428921992,0.205314863722837,0.336890550081718,2,434
-"194","ran_vals","upstream_vcs_link","https://github.com/keymanapp/keyman","D:week_offset",0.215185579552377,0.045034341039348,0.126919893047761,0.303451266056993,2,390
-"195","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/SPIRV-LLVM-Translator","D:week_offset",0.0675164724539108,0.0643721974389759,-0.0586507161321834,0.193683661040005,1,269
-"196","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/Vulkan-Tools","D:week_offset",0.291461234990943,0.0314237958287206,0.229871726909111,0.353050743072775,2,447
-"197","ran_vals","upstream_vcs_link","https://github.com/kilobyte/ndctl","D:week_offset",0.169532032362282,0.0483236766872731,0.0748193664546694,0.264244698269895,2,348
-"198","ran_vals","upstream_vcs_link","https://github.com/kilobyte/pmemkv","D:week_offset",0.164655949473797,0.0500740951594617,0.066512526402821,0.262799372544773,2,344
-"199","ran_vals","upstream_vcs_link","https://github.com/kivy/kivy","D:week_offset",0.225727182431612,0.0371517278267506,0.152911133927747,0.298543230935478,2,396
-"200","ran_vals","upstream_vcs_link","https://github.com/korfuri/django-prometheus","D:week_offset",-0.209265151752075,0.113819500078893,-0.432347272645059,0.0138169691409097,1,67
-"201","ran_vals","upstream_vcs_link","https://github.com/Leaflet/Leaflet.markercluster","D:week_offset",-0.0457532038032144,0.0783728872410113,-0.199361240160015,0.107854832553586,1,185
-"202","ran_vals","upstream_vcs_link","https://github.com/letsencrypt/letsencrypt","D:week_offset",0.262415391562438,0.034100054685918,0.195580512507192,0.329250270617683,2,429
-"203","ran_vals","upstream_vcs_link","https://github.com/libcgroup/libcgroup","D:week_offset",0.131900121968829,0.0589948153144103,0.0162724086779931,0.247527835259665,2,319
-"204","ran_vals","upstream_vcs_link","https://github.com/libevent/libevent","D:week_offset",-0.365697232693808,0.139509116549817,-0.63913007664645,-0.0922643887411657,0,6
-"205","ran_vals","upstream_vcs_link","https://github.com/librsync/librsync","D:week_offset",-0.0685130242995542,0.080901882609276,-0.227077800495223,0.0900517518961141,1,168
-"206","ran_vals","upstream_vcs_link","https://github.com/libwww-perl/HTTP-Message.git","D:week_offset",-0.141199634852484,0.0989195271202954,-0.335078345375996,0.0526790756710283,1,111
-"207","ran_vals","upstream_vcs_link","https://github.com/libxsmm/libxsmm","D:week_offset",-0.361271635615594,0.139798391585669,-0.635271448220133,-0.0872718230110553,0,9
-"208","ran_vals","upstream_vcs_link","https://github.com/linuxmint/cjs.git","D:week_offset",-0.191173031569497,0.108912938321018,-0.404638468129125,0.0222924049901315,1,79
-"209","ran_vals","upstream_vcs_link","https://github.com/LLNL/sundials.git","D:week_offset",0.0918582925863932,0.0601371432265611,-0.0260083422707933,0.20972492744358,1,287
-"210","ran_vals","upstream_vcs_link","https://github.com/locationtech/jts.git","D:week_offset",0.0588471618584253,0.0662627502394828,-0.0710254421275338,0.188719765844384,1,262
-"211","ran_vals","upstream_vcs_link","https://github.com/log2timeline/plaso","D:week_offset",0.178134917867936,0.0461527991418131,0.0876770937642713,0.268592741971601,2,360
-"212","ran_vals","upstream_vcs_link","https://github.com/lostisland/faraday_middleware","D:week_offset",-0.212582678344019,0.111193003284989,-0.430516960115442,0.00535160342740437,1,64
-"213","ran_vals","upstream_vcs_link","https://github.com/luakit/luakit","D:week_offset",0.256210649439084,0.0358464753508683,0.18595284877868,0.326468450099489,2,424
-"214","ran_vals","upstream_vcs_link","https://github.com/lualdap/lualdap.git","D:week_offset",-0.0132968517416456,0.0814397402520126,-0.172915809545887,0.146322106062596,1,209
-"215","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/penlight","D:week_offset",0.0994070667848199,0.0558690601284794,-0.0100942789171024,0.208908412486742,1,293
-"216","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/say.git","D:week_offset",0.00810308389878259,0.071428011305985,-0.131893245748268,0.148099413545833,1,227
-"217","ran_vals","upstream_vcs_link","https://github.com/lxc/lxcfs.git","D:week_offset",-0.143058457230844,0.0933251858363784,-0.325972460320653,0.0398555458589651,1,109
-"218","ran_vals","upstream_vcs_link","https://github.com/major/MySQLTuner-perl","D:week_offset",-0.320268340858197,0.128656348899953,-0.572430151084524,-0.0681065306318697,0,20
-"219","ran_vals","upstream_vcs_link","https://github.com/mapbox/leaflet-image","D:week_offset",-0.0927873582264545,0.0935916601516038,-0.27622364137691,0.0906489249240015,1,155
-"220","ran_vals","upstream_vcs_link","https://github.com/mapbox/mapnik-vector-tile.git","D:week_offset",0.197908595421129,0.0435152483555626,0.112620275865911,0.283196914976348,2,376
-"221","ran_vals","upstream_vcs_link","https://github.com/markdown-it/markdown-it","D:week_offset",0.220764046361307,0.0391659065243637,0.144000280151692,0.297527812570922,2,393
-"222","ran_vals","upstream_vcs_link","https://github.com/math-comp/math-comp","D:week_offset",0.158054704882834,0.0516756549146638,0.0567722823725725,0.259337127393095,2,341
-"223","ran_vals","upstream_vcs_link","https://github.com/mathjax/MathJax","D:week_offset",0.155968715370246,0.0493310709471126,0.0592815929951146,0.252655837745377,2,340
-"224","ran_vals","upstream_vcs_link","https://github.com/matlab2tikz/matlab2tikz","D:week_offset",0.17340161818794,0.0448883644963518,0.0854220404501837,0.261381195925696,2,354
-"225","ran_vals","upstream_vcs_link","https://github.com/MatMoul/g810-led.git","D:week_offset",0.177723689422215,0.0486108040117039,0.0824482642997399,0.27299911454469,2,359
-"226","ran_vals","upstream_vcs_link","https://github.com/matrix-org/synapse.git","D:week_offset",0.287171023817353,0.031417731914861,0.225593400788291,0.348748646846416,2,445
-"227","ran_vals","upstream_vcs_link","https://github.com/matthewdeanmartin/terminaltables","D:week_offset",-0.112147898637368,0.0935686981341644,-0.29553917706063,0.0712433797858944,1,141
-"228","ran_vals","upstream_vcs_link","https://github.com/maxmind/geoip-api-perl.git","D:week_offset",-0.213890767247409,0.115239233849803,-0.439755515199012,0.0119739807041943,1,62
-"229","ran_vals","upstream_vcs_link","https://github.com/mfontanini/libtins.git","D:week_offset",0.177708600619386,0.0455890487366601,0.0883557070060908,0.267061494232681,2,358
-"230","ran_vals","upstream_vcs_link","https://github.com/michaelrsweet/htmldoc.git","D:week_offset",-0.12842219324276,0.106307919058524,-0.336781885868866,0.079937499383346,1,124
-"231","ran_vals","upstream_vcs_link","https://github.com/mishoo/UglifyJS2","D:week_offset",0.266214163775287,0.0356233287345376,0.196393722446162,0.336034605104411,2,431
-"232","ran_vals","upstream_vcs_link","https://github.com/mlpack/ensmallen","D:week_offset",0.160412763914587,0.0491349373384227,0.0641100563486457,0.256715471480527,2,342
-"233","ran_vals","upstream_vcs_link","https://github.com/mlpack/mlpack","D:week_offset",0.209170261790763,0.0417656058418838,0.127311178548175,0.291029345033351,2,388
-"234","ran_vals","upstream_vcs_link","https://github.com/moment/moment.git","D:week_offset",0.105909527709105,0.0534471155369247,0.00115510617918109,0.210663949239028,2,299
-"235","ran_vals","upstream_vcs_link","https://github.com/mongodb/mongo-c-driver","D:week_offset",-0.144760749840038,0.0926891293471021,-0.326428105118732,0.0369066054386569,1,106
-"236","ran_vals","upstream_vcs_link","https://github.com/mongoengine/flask-mongoengine","D:week_offset",-0.119929365492125,0.0938700597989458,-0.30391130192468,0.06405257094043,1,133
-"237","ran_vals","upstream_vcs_link","https://github.com/Mottie/tablesorter.git","D:week_offset",0.224808299866205,0.038937422792539,0.148492353542019,0.30112424619039,2,395
-"238","ran_vals","upstream_vcs_link","https://github.com/mqttjs/mqtt-packet","D:week_offset",-0.129065034191928,0.0973294351997744,-0.319827221819111,0.0616971534352552,1,122
-"239","ran_vals","upstream_vcs_link","https://github.com/mruby-debian/mruby","D:week_offset",0.248982960016341,0.034731492882592,0.180910484837152,0.317055435195531,2,420
-"240","ran_vals","upstream_vcs_link","https://github.com/mvz/ruby-gir-ffi","D:week_offset",0.0713753503855622,0.0661478777210389,-0.0582721076014334,0.201022808372558,1,270
-"241","ran_vals","upstream_vcs_link","https://github.com/mypaint/libmypaint","D:week_offset",0.09364989299198,0.0598551667018415,-0.0236640780322704,0.21096386401623,1,290
-"242","ran_vals","upstream_vcs_link","https://github.com/mypaint/mypaint","D:week_offset",0.0884770570337499,0.0576976665219287,-0.0246082913412328,0.201562405408733,1,281
-"243","ran_vals","upstream_vcs_link","https://github.com/NagiosEnterprises/nrpe.git","D:week_offset",-0.359864105655732,0.13989140029076,-0.634046211972498,-0.0856819993389657,0,10
-"244","ran_vals","upstream_vcs_link","https://github.com/namhyung/uftrace","D:week_offset",0.236424578871813,0.0385726619302136,0.160823550700755,0.312025607042871,2,407
-"245","ran_vals","upstream_vcs_link","https://github.com/netty/netty","D:week_offset",-0.189589745389477,0.101366091075403,-0.388263633150874,0.00908414237192012,1,81
-"246","ran_vals","upstream_vcs_link","https://github.com/nicolargo/glances","D:week_offset",-0.370240488393516,0.13921699696855,-0.643100788487697,-0.0973801882993354,0,4
-"247","ran_vals","upstream_vcs_link","https://github.com/nikic/PHP-Parser","D:week_offset",-0.247546998660816,0.123475667075483,-0.48955485909582,-0.00553913822581181,0,46
-"248","ran_vals","upstream_vcs_link","https://github.com/ninja-build/ninja.git","D:week_offset",0.0485291936900524,0.0678500867400274,-0.0844545326683198,0.181512920048425,1,255
-"249","ran_vals","upstream_vcs_link","https://github.com/nixxcode/amsynth.git","D:week_offset",0.0577404439762551,0.0666577972308365,-0.0729064378849582,0.188387325837468,1,261
-"250","ran_vals","upstream_vcs_link","https://github.com/nodejs/node-gyp.git","D:week_offset",0.0224776396366953,0.0746277428928128,-0.123790048680733,0.168745327954123,1,237
-"251","ran_vals","upstream_vcs_link","https://github.com/nojhan/liquidprompt.git","D:week_offset",-0.094799840144904,0.0837570107059745,-0.25896056458135,0.0693608842915417,1,152
-"252","ran_vals","upstream_vcs_link","https://github.com/npm/abbrev-js","D:week_offset",-0.212688233757916,0.113299846445533,-0.434751852245079,0.00937538472924782,1,63
-"253","ran_vals","upstream_vcs_link","https://github.com/npm/nopt","D:week_offset",-0.104533221778109,0.0980570972254707,-0.296721600768574,0.0876551572123556,1,145
-"254","ran_vals","upstream_vcs_link","https://github.com/ntop/nDPI.git","D:week_offset",-0.0991959051002352,0.0879570152112043,-0.271588487101837,0.0731966769013669,1,148
-"255","ran_vals","upstream_vcs_link","https://github.com/Nuitka/Nuitka","D:week_offset",0.0246524671104742,0.0739867434475797,-0.120358885380187,0.169663819601135,1,240
-"256","ran_vals","upstream_vcs_link","https://github.com/numba/numba.git","D:week_offset",0.105823098891109,0.0537879057623831,0.000400740793003243,0.211245456989214,2,298
-"257","ran_vals","upstream_vcs_link","https://github.com/nvbn/thefuck.git","D:week_offset",0.179303958651927,0.0457650884482268,0.0896060335441128,0.269001883759742,2,364
-"258","ran_vals","upstream_vcs_link","https://github.com/oauth-xx/oauth-ruby","D:week_offset",-0.000241927003861373,0.0814677426909631,-0.159915768579925,0.159431914572202,1,217
-"259","ran_vals","upstream_vcs_link","https://github.com/ocaml/dune.git","D:week_offset",0.284046814884857,0.0331802793650777,0.219014662332327,0.349078967437386,2,443
-"260","ran_vals","upstream_vcs_link","https://github.com/OCamlPro/alt-ergo.git","D:week_offset",0.135858977214337,0.0557544261671856,0.026582309947956,0.245135644480719,2,322
-"261","ran_vals","upstream_vcs_link","https://github.com/ocsigen/js_of_ocaml.git","D:week_offset",0.0930971243158447,0.0610657944928979,-0.0265896335775594,0.212783882209249,1,289
-"262","ran_vals","upstream_vcs_link","https://github.com/olive-editor/olive","D:week_offset",-0.196186952083598,0.108894853031507,-0.409616942127134,0.0172430379599383,1,74
-"263","ran_vals","upstream_vcs_link","https://github.com/oneapi-src/oneTBB.git","D:week_offset",0.204419838168973,0.0449724572732521,0.116275441617132,0.292564234720813,2,383
-"264","ran_vals","upstream_vcs_link","https://github.com/open-power/skiboot.git","D:week_offset",-0.328292699453209,0.132373656109214,-0.58774029792916,-0.0688451009772592,0,16
-"265","ran_vals","upstream_vcs_link","https://github.com/openalpr/openalpr","D:week_offset",-0.190295933961976,0.102696762958655,-0.391577890689786,0.010986022765834,1,80
-"266","ran_vals","upstream_vcs_link","https://github.com/opencontainers/runc","D:week_offset",0.152062131880246,0.0476587845351412,0.0586526306444147,0.245471633116077,2,338
-"267","ran_vals","upstream_vcs_link","https://github.com/OpenPrinting/cups-filters","D:week_offset",-0.251165233220819,0.121291828966905,-0.488892849614944,-0.0134376168266936,0,42
-"268","ran_vals","upstream_vcs_link","https://github.com/openstreetmap/osm2pgsql.git","D:week_offset",0.164766987617811,0.046863649716341,0.0729159219896821,0.25661805324594,2,345
-"269","ran_vals","upstream_vcs_link","https://github.com/openSUSE/open-build-service","D:week_offset",-0.209862694831119,0.105256431212457,-0.416161509148752,-0.00356388051348508,0,66
-"270","ran_vals","upstream_vcs_link","https://github.com/OpenTTD/OpenTTD.git","D:week_offset",0.186958643455231,0.0452043186109317,0.0983598070321308,0.27555747987833,2,370
-"271","ran_vals","upstream_vcs_link","https://github.com/osantana/dicteval.git","D:week_offset",-0.205248876211614,0.11122900313388,-0.423253716390312,0.0127559639670842,1,70
-"272","ran_vals","upstream_vcs_link","https://github.com/OSGeo/PROJ.git","D:week_offset",0.0304878421530369,0.0678682481575403,-0.102531479929569,0.163507164235643,1,244
-"273","ran_vals","upstream_vcs_link","https://github.com/OSGeo/shapelib.git","D:week_offset",-0.200256909028932,0.116916015893116,-0.429408089395352,0.0288942713374875,1,72
-"274","ran_vals","upstream_vcs_link","https://github.com/osmcode/libosmium.git","D:week_offset",0.173432188936731,0.0465783153718806,0.082140368347297,0.264724009526166,2,355
-"275","ran_vals","upstream_vcs_link","https://github.com/osmcode/osmium-tool.git","D:week_offset",0.000319911925084343,0.0732594076099151,-0.143265888519089,0.143905712369257,1,220
-"276","ran_vals","upstream_vcs_link","https://github.com/P403n1x87/austin","D:week_offset",-0.109801674480537,0.0924393359820924,-0.290979443760236,0.0713760947991614,1,142
-"277","ran_vals","upstream_vcs_link","https://github.com/PDAL/PDAL.git","D:week_offset",0.208265742870108,0.0402094172914041,0.129456733139614,0.287074752600602,2,387
-"278","ran_vals","upstream_vcs_link","https://github.com/pdfminer/pdfminer.six.git","D:week_offset",-0.134360758094595,0.0954725908407459,-0.321483597653185,0.0527620814639958,1,116
-"279","ran_vals","upstream_vcs_link","https://github.com/pgbackrest/pgbackrest","D:week_offset",0.249882523516913,0.0383287422643383,0.174759569106092,0.325005477927735,2,421
-"280","ran_vals","upstream_vcs_link","https://github.com/pgRouting/pgrouting.git","D:week_offset",0.201905193552596,0.0429479660083888,0.117728726966904,0.286081660138289,2,380
-"281","ran_vals","upstream_vcs_link","https://github.com/philpem/printer-driver-ptouch.git","D:week_offset",0.144884511313749,0.0565519119765361,0.0340448005828586,0.255724222044639,2,332
-"282","ran_vals","upstream_vcs_link","https://github.com/phpmyadmin/motranslator","D:week_offset",-0.0437971572312176,0.0813693069159319,-0.20327806823343,0.115683753770995,1,187
-"283","ran_vals","upstream_vcs_link","https://github.com/plastex/plastex","D:week_offset",-0.351976609369315,0.140421631745538,-0.627197950240915,-0.0767552684977142,0,12
-"284","ran_vals","upstream_vcs_link","https://github.com/plotly/plotly.R.git","D:week_offset",0.201280405893077,0.042217441022577,0.118535741969382,0.284025069816771,2,379
-"285","ran_vals","upstream_vcs_link","https://github.com/porridge/bambam","D:week_offset",0.0913118098375048,0.0665033577396281,-0.0390323761831494,0.221655995858159,1,286
-"286","ran_vals","upstream_vcs_link","https://github.com/PracticallyGreen/omniauth-saml.git","D:week_offset",-0.0468178067073026,0.080550947072429,-0.204694761889855,0.11105914847525,1,183
-"287","ran_vals","upstream_vcs_link","https://github.com/prawnpdf/prawn","D:week_offset",0.085140253623075,0.0569910857444897,-0.0265602218759588,0.196840729122109,1,277
-"288","ran_vals","upstream_vcs_link","https://github.com/prehor/amavisd-milter","D:week_offset",-0.12085479315302,0.0936589402901532,-0.304422942951908,0.0627133566458677,1,132
-"289","ran_vals","upstream_vcs_link","https://github.com/processone/eimp.git","D:week_offset",-0.232362768900667,0.117970740840184,-0.463581172176936,-0.00114436562439901,0,55
-"290","ran_vals","upstream_vcs_link","https://github.com/processone/fast_tls.git","D:week_offset",-0.218677217146883,0.114645578124793,-0.443378421258251,0.00602398696448536,1,60
-"291","ran_vals","upstream_vcs_link","https://github.com/processone/pkix.git","D:week_offset",-0.101467146843139,0.0979219361957664,-0.29339061508327,0.0904563213969927,1,147
-"292","ran_vals","upstream_vcs_link","https://github.com/processone/stun.git","D:week_offset",-0.233262287166941,0.117948852679558,-0.464437790436695,-0.00208678389718672,0,54
-"293","ran_vals","upstream_vcs_link","https://github.com/prometheus/haproxy_exporter","D:week_offset",-0.0566493715380261,0.0831573155903587,-0.21963471514616,0.106335972070108,1,175
-"294","ran_vals","upstream_vcs_link","https://github.com/prometheus/mysqld_exporter","D:week_offset",-0.139480928368777,0.0945539585312922,-0.324803281685804,0.0458414249482492,1,112
-"295","ran_vals","upstream_vcs_link","https://github.com/prometheus/node_exporter","D:week_offset",-0.0107134236661665,0.0735869033482,-0.154941103962468,0.133514256630135,1,210
-"296","ran_vals","upstream_vcs_link","https://github.com/prometheus/pushgateway","D:week_offset",-0.19437383501218,0.103702208042408,-0.397626427892579,0.00887875786821968,1,77
-"297","ran_vals","upstream_vcs_link","https://github.com/prometheus/snmp_exporter","D:week_offset",-0.0203258846794824,0.0799988722261726,-0.177120793046602,0.136469023687638,1,206
-"298","ran_vals","upstream_vcs_link","https://github.com/psf/black.git","D:week_offset",-0.0319467917847753,0.0767277535445327,-0.182330425346725,0.118436841777174,1,197
-"299","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/clj-kitchensink.git","D:week_offset",-0.0211758363022882,0.0787516206246255,-0.175526176450716,0.133174503846139,1,205
-"300","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/marionette-collective","D:week_offset",-0.0523681711291916,0.081865319660943,-0.212821249247499,0.108084906989115,1,178
-"301","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-apache","D:week_offset",0.226342682477137,0.0379194334001375,0.152021958698702,0.300663406255571,2,399
-"302","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-concat","D:week_offset",0.0538390952241851,0.064467470538323,-0.0725148252053249,0.180193015653695,1,260
-"303","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-firewall","D:week_offset",-0.0277235830162956,0.0743121289866556,-0.173372679444636,0.117925513412044,1,199
-"304","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-mysql","D:week_offset",0.155841375047934,0.0480662285513203,0.0616332982146752,0.250049451881192,2,339
-"305","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-ntp.git","D:week_offset",-0.0255688400304697,0.0784068707197589,-0.179243482781685,0.128105802720746,1,203
-"306","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-postgresql.git","D:week_offset",0.132406095346228,0.0511385047358558,0.0321764678407192,0.232635722851736,2,320
-"307","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-xinetd","D:week_offset",-0.239793459642385,0.11440602782509,-0.464025153793849,-0.0155617654909201,0,52
-"308","ran_vals","upstream_vcs_link","https://github.com/py-pdf/pypdf","D:week_offset",0.248085605792918,0.0403770615504997,0.168948019352381,0.327223192233454,2,418
-"309","ran_vals","upstream_vcs_link","https://github.com/pydanny/cached-property.git","D:week_offset",-0.242775945773805,0.11431934109255,-0.466837737051553,-0.0187141544960562,0,51
-"310","ran_vals","upstream_vcs_link","https://github.com/pydicom/pydicom.git","D:week_offset",0.172305147847788,0.0468636283680435,0.0804541240615532,0.264156171634023,2,352
-"311","ran_vals","upstream_vcs_link","https://github.com/pyjokes/pyjokes","D:week_offset",-0.249126435865611,0.118343011801232,-0.481074476818024,-0.0171783949131971,0,44
-"312","ran_vals","upstream_vcs_link","https://github.com/pypa/pipenv.git","D:week_offset",0.3385628404457,0.02783807202034,0.284001221886801,0.393124459004599,2,451
-"313","ran_vals","upstream_vcs_link","https://github.com/pyparsing/pyparsing","D:week_offset",0.151247530065219,0.0515772451630717,0.050157987123806,0.252337073006632,2,337
-"314","ran_vals","upstream_vcs_link","https://github.com/pytest-dev/pytest-bdd.git","D:week_offset",-0.00484383960817626,0.0765713110741675,-0.154920851562557,0.145233172346205,1,215
-"315","ran_vals","upstream_vcs_link","https://github.com/python-bugzilla/python-bugzilla","D:week_offset",-0.133126009800003,0.0967212641793056,-0.322696204130626,0.0564441845306197,1,119
-"316","ran_vals","upstream_vcs_link","https://github.com/python-social-auth/social-app-django.git","D:week_offset",-0.175998192746247,0.100955282488371,-0.373866910472522,0.0218705249800281,1,88
-"317","ran_vals","upstream_vcs_link","https://github.com/rackerlabs/kthresher","D:week_offset",-0.0234623119314141,0.0823960180847371,-0.18495553984701,0.138030915984182,1,204
-"318","ran_vals","upstream_vcs_link","https://github.com/rails/jbuilder","D:week_offset",-0.117507992671928,0.0961929884886894,-0.306042785675035,0.0710268003311795,1,134
-"319","ran_vals","upstream_vcs_link","https://github.com/rails/jquery-rails.git","D:week_offset",-0.153223658273867,0.0953131936776692,-0.34003408513359,0.0335867685858552,1,100
-"320","ran_vals","upstream_vcs_link","https://github.com/rails/rails-dom-testing","D:week_offset",-0.199477221841801,0.11364964220215,-0.42222642741388,0.0232719837302769,1,73
-"321","ran_vals","upstream_vcs_link","https://github.com/rails/rails-html-sanitizer","D:week_offset",-0.315058019330867,0.130436912622643,-0.570709670325845,-0.059406368335889,0,22
-"322","ran_vals","upstream_vcs_link","https://github.com/rails/sprockets.git","D:week_offset",-0.0890128766060651,0.0872104493518929,-0.25994221641133,0.0819164631991995,1,157
-"323","ran_vals","upstream_vcs_link","https://github.com/rakhimov/scram.git","D:week_offset",0.0623845307184847,0.0605057295556262,-0.0562045200688634,0.180973581505833,1,268
-"324","ran_vals","upstream_vcs_link","https://github.com/ranger/ranger.git","D:week_offset",-0.366733116978841,0.139442082708094,-0.64003457701596,-0.093431656941722,0,5
-"325","ran_vals","upstream_vcs_link","https://github.com/Ranks/emojione","D:week_offset",0.0609919136923095,0.0631807981012781,-0.0628401751006922,0.184824002485311,1,265
-"326","ran_vals","upstream_vcs_link","https://github.com/rbenv/ruby-build.git","D:week_offset",0.0216919108911238,0.0754751636085736,-0.126236691508949,0.169620513291196,1,236
-"327","ran_vals","upstream_vcs_link","https://github.com/rclone/rclone.git","D:week_offset",0.106462669561296,0.0550178831684276,-0.00137039995445423,0.214295739077047,1,301
-"328","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/dcfldd","D:week_offset",-0.189513900925059,0.112645977524646,-0.410295959876673,0.0312681580265549,1,82
-"329","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/nbtscan","D:week_offset",-0.154645153747322,0.107308296770004,-0.364965550658866,0.055675243164221,1,99
-"330","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/openrdate","D:week_offset",-0.125171886210153,0.101108230606787,-0.323340376740026,0.0729966043197211,1,128
-"331","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/packit","D:week_offset",0.00225291414477885,0.0760538229460893,-0.146809839716142,0.1513156680057,1,223
-"332","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/scrot","D:week_offset",-0.183755179758157,0.112791547025057,-0.404822549687825,0.0373121901715114,1,83
-"333","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/sniffit","D:week_offset",-0.363028548876352,0.13968298180011,-0.636802162457731,-0.0892549352949739,0,8
-"334","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/stress","D:week_offset",-0.0838674035901277,0.0971582843858761,-0.274294141786145,0.10655933460589,1,159
-"335","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/txt2html","D:week_offset",-0.195400766201,0.113787495320662,-0.418420158920517,0.0276186265185165,1,75
-"336","ran_vals","upstream_vcs_link","https://github.com/RiotGames/buff-extensions","D:week_offset",-0.271860719645558,0.11935257993794,-0.50578747778586,-0.0379339615052575,0,35
-"337","ran_vals","upstream_vcs_link","https://github.com/robert7/nixnote2","D:week_offset",0.262030556923725,0.0364974653047857,0.190496839399344,0.333564274448105,2,428
-"338","ran_vals","upstream_vcs_link","https://github.com/ropensci/RNeXML.git","D:week_offset",0.128850544479396,0.0527185334752589,0.0255241175501198,0.232176971408673,2,317
-"339","ran_vals","upstream_vcs_link","https://github.com/ros/robot_state_publisher","D:week_offset",-0.144488542027629,0.105688571614611,-0.351634335969748,0.0626572519144903,1,107
-"340","ran_vals","upstream_vcs_link","https://github.com/royhills/arp-scan","D:week_offset",0.103034223406413,0.0633199084184868,-0.0210705165981956,0.227138963411022,1,296
-"341","ran_vals","upstream_vcs_link","https://github.com/rr-debugger/rr.git","D:week_offset",0.236161794200642,0.0370075684840404,0.163628292816524,0.308695295584761,2,406
-"342","ran_vals","upstream_vcs_link","https://github.com/rsnapshot/rsnapshot.git","D:week_offset",-0.0967235981911489,0.0866927479792764,-0.266638261951338,0.0731910655690404,1,150
-"343","ran_vals","upstream_vcs_link","https://github.com/rsyslog/rsyslog-doc","D:week_offset",-0.182550220934418,0.106543039028706,-0.391370740234128,0.0262702983652924,1,85
-"344","ran_vals","upstream_vcs_link","https://github.com/ruby-ldap/ruby-net-ldap.git","D:week_offset",0.13184250604265,0.0508916335211634,0.0320967372267587,0.231588274858542,2,318
-"345","ran_vals","upstream_vcs_link","https://github.com/scikit-learn-contrib/imbalanced-learn.git","D:week_offset",0.244274451848114,0.0375788199327642,0.170621318198381,0.317927585497848,2,416
-"346","ran_vals","upstream_vcs_link","https://github.com/scop/bash-completion","D:week_offset",-0.047336861667739,0.0781316793810722,-0.200472139306271,0.105798415970793,1,181
-"347","ran_vals","upstream_vcs_link","https://github.com/seccomp/libseccomp","D:week_offset",-0.115944494504422,0.0948310098270149,-0.301809858382935,0.0699208693740916,1,136
-"348","ran_vals","upstream_vcs_link","https://github.com/selectize/selectize.js","D:week_offset",-0.309690064060707,0.133516420761204,-0.571377440097363,-0.0480026880240502,0,24
-"349","ran_vals","upstream_vcs_link","https://github.com/SELinuxProject/selinux.git","D:week_offset",0.0538017685013199,0.0677731440236297,-0.0790311529040403,0.18663468990668,1,259
-"350","ran_vals","upstream_vcs_link","https://github.com/SethMMorton/natsort.git","D:week_offset",-0.202574608785799,0.11425973911165,-0.426519582327576,0.0213703647559776,1,71
-"351","ran_vals","upstream_vcs_link","https://github.com/silx-kit/pyFAI","D:week_offset",0.273385652174173,0.0347344383394223,0.205307404005678,0.341463900342668,2,435
-"352","ran_vals","upstream_vcs_link","https://github.com/simd-everywhere/simde","D:week_offset",0.25772154086105,0.0370803707986576,0.18504534956229,0.33039773215981,2,425
-"353","ran_vals","upstream_vcs_link","https://github.com/sinatra/sinatra.git","D:week_offset",0.061517344665775,0.0631555294362604,-0.0622652184538546,0.185299907785405,1,266
-"354","ran_vals","upstream_vcs_link","https://github.com/skvadrik/re2c","D:week_offset",0.183928755899354,0.048485980651736,0.088897980066845,0.278959531731862,2,368
-"355","ran_vals","upstream_vcs_link","https://github.com/slime/slime","D:week_offset",-0.130398718698117,0.088044450504753,-0.302962670726052,0.0421652333298185,1,121
-"356","ran_vals","upstream_vcs_link","https://github.com/smarty-php/smarty.git","D:week_offset",0.059444095998207,0.0698541769299713,-0.0774675749542254,0.196355766950639,1,263
-"357","ran_vals","upstream_vcs_link","https://github.com/solnic/virtus.git","D:week_offset",0.24276684429551,0.037557453855127,0.169155587388436,0.316378101202584,2,415
-"358","ran_vals","upstream_vcs_link","https://github.com/sopel-irc/sopel.git","D:week_offset",0.208069652453973,0.0398277754303212,0.130008647026195,0.286130657881752,2,386
-"359","ran_vals","upstream_vcs_link","https://github.com/spacetelescope/gwcs","D:week_offset",0.10625144130745,0.058517911881997,-0.00844155843175275,0.220944441046652,1,300
-"360","ran_vals","upstream_vcs_link","https://github.com/squizlabs/PHP_CodeSniffer","D:week_offset",0.144521141324571,0.0488414167204059,0.0487937235986632,0.240248559050479,2,330
-"361","ran_vals","upstream_vcs_link","https://github.com/stachenov/quazip.git","D:week_offset",-0.0946584567803228,0.092579374553484,-0.276110696616395,0.0867937830557497,1,153
-"362","ran_vals","upstream_vcs_link","https://github.com/stephane/libmodbus.git","D:week_offset",-0.0650508424604091,0.0896652665641932,-0.240791535590411,0.110689850669593,1,171
-"363","ran_vals","upstream_vcs_link","https://github.com/supercollider/supercollider.git","D:week_offset",0.244360784356158,0.0374505294345574,0.170959095462468,0.317762473249848,2,417
-"364","ran_vals","upstream_vcs_link","https://github.com/swaywm/wlroots","D:week_offset",0.149067988900521,0.0498719047517362,0.0513208517467066,0.246815126054336,2,333
-"365","ran_vals","upstream_vcs_link","https://github.com/syncthing/syncthing.git","D:week_offset",0.228100253017175,0.0379053724945978,0.153807088107188,0.302393417927162,2,401
-"366","ran_vals","upstream_vcs_link","https://github.com/tarantool/tarantool","D:week_offset",0.285372919200456,0.034958579289442,0.216855362842462,0.35389047555845,2,444
-"367","ran_vals","upstream_vcs_link","https://github.com/terser/terser","D:week_offset",0.266648618532797,0.0356989022426102,0.196680055849665,0.33661718121593,2,432
-"368","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/factory_girl.git","D:week_offset",-0.0750236926797295,0.0878384112710359,-0.247183815230177,0.0971364298707178,1,163
-"369","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/shoulda-matchers","D:week_offset",0.0271612662491632,0.0647462358761725,-0.0997390242026701,0.154061556700996,1,242
-"370","ran_vals","upstream_vcs_link","https://github.com/tinfoil/devise-two-factor.git","D:week_offset",-0.127065894442186,0.0970331847448711,-0.317247441847354,0.0631156529629828,1,125
-"371","ran_vals","upstream_vcs_link","https://github.com/tkf/emacs-jedi.git","D:week_offset",0.149246089371992,0.0501698170823378,0.050915054779648,0.247577123964337,2,335
-"372","ran_vals","upstream_vcs_link","https://github.com/tmuxinator/tmuxinator","D:week_offset",-0.094603658675246,0.0851261757739008,-0.261447897333718,0.0722405799832255,1,154
-"373","ran_vals","upstream_vcs_link","https://github.com/totalopenstation/totalopenstation.git","D:week_offset",-0.0269896199343353,0.0817987912725493,-0.187312304807441,0.13333306493877,1,201
-"374","ran_vals","upstream_vcs_link","https://github.com/tpm2-software/tpm2-abrmd.git","D:week_offset",0.127230567879323,0.0529374849189295,0.0234750040060892,0.230986131752557,2,316
-"375","ran_vals","upstream_vcs_link","https://github.com/tqdm/tqdm.git","D:week_offset",0.0168043677152542,0.0722881345224493,-0.124877772458333,0.158486507888841,1,231
-"376","ran_vals","upstream_vcs_link","https://github.com/troglobit/inadyn","D:week_offset",-0.364387683033532,0.139594224507093,-0.637987335517232,-0.0907880305498318,0,7
-"377","ran_vals","upstream_vcs_link","https://github.com/Tux/Text-CSV_XS.git","D:week_offset",-0.0565895130785693,0.0842964828603073,-0.22180758350817,0.108628557351031,1,176
-"378","ran_vals","upstream_vcs_link","https://github.com/twbs/bootstrap-sass","D:week_offset",0.0250926592334293,0.066934500303234,-0.106096550684095,0.156281869150953,1,241
-"379","ran_vals","upstream_vcs_link","https://github.com/twisted/twisted.git","D:week_offset",0.278134669186714,0.0314835034262876,0.216428136364047,0.339841202009381,2,440
-"380","ran_vals","upstream_vcs_link","https://github.com/ua-parser/uap-core.git","D:week_offset",-0.321023716767551,0.128814856677882,-0.573496196529888,-0.0685512370052145,0,19
-"381","ran_vals","upstream_vcs_link","https://github.com/un33k/django-ipware","D:week_offset",-0.326239844490685,0.136064584611568,-0.592921529900762,-0.0595581590806083,0,17
-"382","ran_vals","upstream_vcs_link","https://github.com/unknown-horizons/unknown-horizons.git","D:week_offset",0.273764543743998,0.0317156501540164,0.211603011695853,0.335926075792142,2,436
-"383","ran_vals","upstream_vcs_link","https://github.com/varietywalls/variety.git","D:week_offset",0.133929719999153,0.0550765004597494,0.0259817627035406,0.241877677294766,2,321
-"384","ran_vals","upstream_vcs_link","https://github.com/varvet/pundit","D:week_offset",-0.0326086097105273,0.0786363860211705,-0.18673309418641,0.121515874765356,1,194
-"385","ran_vals","upstream_vcs_link","https://github.com/vim-airline/vim-airline.git","D:week_offset",0.0463291409998695,0.0638587042056426,-0.0788316193425865,0.171489901342325,1,252
-"386","ran_vals","upstream_vcs_link","https://github.com/vim-syntastic/syntastic","D:week_offset",0.0345547013577136,0.0633712008429155,-0.0896505699514552,0.158759972666882,1,246
-"387","ran_vals","upstream_vcs_link","https://github.com/virt-manager/virt-manager","D:week_offset",0.206917791444402,0.042963659481983,0.122710566215672,0.291125016673131,2,385
-"388","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/beaker","D:week_offset",0.248620353631711,0.035696978905035,0.178655560620956,0.318585146642466,2,419
-"389","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/librarian-puppet.git","D:week_offset",0.0367688837563903,0.0696094613077809,-0.0996631533900946,0.173200920902875,1,249
-"390","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/pypuppetdb","D:week_offset",-0.0720935557519852,0.0875565213075416,-0.24370118412638,0.0995140726224102,1,166
-"391","ran_vals","upstream_vcs_link","https://github.com/webcamoid/webcamoid.git","D:week_offset",-0.0403446616301501,0.0801582170628826,-0.197451880138344,0.116762556878044,1,191
-"392","ran_vals","upstream_vcs_link","https://github.com/websocket-client/websocket-client","D:week_offset",0.196692505359118,0.0467428787881701,0.105078146400583,0.288306864317652,2,375
-"393","ran_vals","upstream_vcs_link","https://github.com/X0rg/CPU-X.git","D:week_offset",-0.310332527321005,0.132839520208528,-0.5706932026533,-0.0499718519887096,0,23
-"394","ran_vals","upstream_vcs_link","https://github.com/Xastir/Xastir.git","D:week_offset",-0.263900126572524,0.124716628787267,-0.508340227268819,-0.01946002587623,0,38
-"395","ran_vals","upstream_vcs_link","https://github.com/Xaviju/inkscape-open-symbols","D:week_offset",-0.126601436948615,0.0944252541961966,-0.3116715344042,0.0584686605069702,1,126
-"396","ran_vals","upstream_vcs_link","https://github.com/xtaran/unburden-home-dir","D:week_offset",-0.0181629744027475,0.0788200609833992,-0.172647455189461,0.136321506383965,1,207
-"397","ran_vals","upstream_vcs_link","https://github.com/ycm-core/ycmd","D:week_offset",-0.0824952501447325,0.0840500588439236,-0.247230338377295,0.0822398380878299,1,160
-"398","ran_vals","upstream_vcs_link","https://github.com/ycm-core/YouCompleteMe","D:week_offset",0.237605712115638,0.0363874419461529,0.166287636411636,0.308923787819639,2,408
-"399","ran_vals","upstream_vcs_link","https://github.com/yrro/command-t","D:week_offset",-0.158261460308577,0.102120976127917,-0.35841489558537,0.0418919749682153,1,97
-"400","ran_vals","upstream_vcs_link","https://github.com/ytdl-org/youtube-dl.git","D:week_offset",0.29351971558062,0.0305064446722939,0.23372818272656,0.35331124843468,2,449
-"401","ran_vals","upstream_vcs_link","https://github.com/zaach/jison","D:week_offset",-0.371658292619482,0.139126825575918,-0.644341860031666,-0.0989747252072972,0,2
-"402","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-builder-gradle-debian-packaging.git","D:week_offset",-0.309086927694336,0.128941587745671,-0.561807795785262,-0.0563660596034097,0,25
-"403","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-debian-packaging.git","D:week_offset",-0.130816838155066,0.0935034688906681,-0.314080269610337,0.0524465933002046,1,120
-"404","ran_vals","upstream_vcs_link","https://github.com/zeromq/czmq.git","D:week_offset",0.226287300581361,0.0378117557625926,0.152177621094455,0.300396980068268,2,398
-"405","ran_vals","upstream_vcs_link","https://github.com/zkat/ssri.git","D:week_offset",-0.1146218364687,0.091913716226613,-0.294769409958096,0.0655257370206966,1,138
-"406","ran_vals","upstream_vcs_link","https://github.com/zloirock/core-js.git","D:week_offset",0.0772977126219179,0.0603326595457032,-0.040952127179177,0.195547552423013,1,275
-"407","ran_vals","upstream_vcs_link","https://github.com/zmartzone/cjose.git","D:week_offset",-0.211470426923722,0.115749470008213,-0.438335219369419,0.0153943655219755,1,65
-"408","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/BTrees.git","D:week_offset",-0.280047308234734,0.130371053141775,-0.535569877019171,-0.0245247394502969,0,32
-"409","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.deprecation.git","D:week_offset",-0.237580599263915,0.121373895222799,-0.475469062563939,0.000307864036109218,1,53
-"410","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.event","D:week_offset",-0.227579885853923,0.123134201798755,-0.46891848664457,0.013758714936724,1,57
-"411","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.i18nmessageid","D:week_offset",-0.174285252773265,0.107610450647057,-0.385197860401622,0.0366273548550918,1,89
-"412","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.interface.git","D:week_offset",-0.28461984218259,0.130010503969751,-0.539435747575205,-0.0298039367899761,0,30
-"413","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.proxy","D:week_offset",-0.31542850119736,0.136711100543023,-0.583377334548519,-0.0474796678462011,0,21
-"414","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.schema","D:week_offset",-0.249634964892205,0.122394383845766,-0.489523549139878,-0.00974638064453254,0,43
-"415","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testing","D:week_offset",-0.272547519036153,0.128609361909926,-0.524617236454286,-0.0204778016180195,0,34
-"416","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testrunner","D:week_offset",-0.24326044544034,0.120721689968348,-0.479870609931112,-0.00665028094956843,0,50
-"417","ran_vals","upstream_vcs_link","https://github.com/zsh-users/antigen","D:week_offset",-0.00128277546020932,0.0725948746872615,-0.14356611530944,0.141000564389022,1,216
-"418","ran_vals","upstream_vcs_link","https://gitlab.com/gnutls/libtasn1","D:week_offset",-0.0392638568370844,0.0866883749092759,-0.209169949537571,0.130642235863402,1,192
-"419","ran_vals","upstream_vcs_link","https://gitlab.com/ixion/ixion.git","D:week_offset",-0.125832009896396,0.095775716376662,-0.313548964588177,0.0618849447953842,1,127
-"420","ran_vals","upstream_vcs_link","https://gitlab.com/libidn/libidn2","D:week_offset",0.076852465483438,0.0601915022550822,-0.0411207111118846,0.194825642078761,1,274
-"421","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/libosinfo.git","D:week_offset",0.137491734510302,0.0548931236873471,0.0299031890841994,0.245080279936405,2,324
-"422","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db-tools.git","D:week_offset",0.0184341849358689,0.0755656222944245,-0.12967171323056,0.166540083102298,1,232
-"423","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db.git","D:week_offset",0.206193576406908,0.0448406395374364,0.11830753786979,0.294079614944027,2,384
-"424","ran_vals","upstream_vcs_link","https://gitlab.com/o9000/tint2","D:week_offset",0.046566427527712,0.0649864638376761,-0.0808047010767477,0.173937556132172,1,253
-"425","ran_vals","upstream_vcs_link","https://gitlab.com/oath-toolkit/oath-toolkit","D:week_offset",-0.17801535974432,0.113652220409429,-0.400769618509808,0.0447388990211676,1,87
-"426","ran_vals","upstream_vcs_link","https://gitlab.com/orcus/orcus","D:week_offset",-0.136701266406755,0.0964986420552417,-0.32583512939205,0.0524325965785414,1,114
-"427","ran_vals","upstream_vcs_link","https://gitlab.dune-project.org/core/dune-common","D:week_offset",0.164915811105886,0.0469604354603687,0.0728750489052459,0.256956573306527,2,346
-"428","ran_vals","upstream_vcs_link","https://gitlab.freedesktop.org/pulseaudio/pulseaudio.git","D:week_offset",0.0871962485026885,0.0609850503496422,-0.032332253777972,0.206724750783349,1,280
-"429","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/balsa","D:week_offset",-0.0101458860027618,0.0745962912100552,-0.156351930154732,0.136060158149208,1,211
-"430","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/clutter.git","D:week_offset",-0.0258235088994109,0.0797697513089316,-0.182169348520634,0.130522330721812,1,202
-"431","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/folks","D:week_offset",-0.148944047195644,0.104473429706934,-0.353708206762612,0.0558201123713245,1,103
-"432","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gcr.git","D:week_offset",-0.17317042312192,0.106206336073192,-0.381331016755334,0.0349901705114945,1,90
-"433","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gdk-pixbuf","D:week_offset",0.0347979013862131,0.0680364225229908,-0.0985510363957986,0.168146839168225,1,247
-"434","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/geary.git","D:week_offset",0.198937773602459,0.0441154595055734,0.1124730618101,0.285402485394818,2,377
-"435","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gjs.git","D:week_offset",0.182611336056974,0.0466642092634723,0.0911511665335278,0.27407150558042,2,365
-"436","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/glade","D:week_offset",0.14222462030978,0.0510489127389093,0.0421705898915902,0.24227865072797,2,328
-"437","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-builder.git","D:week_offset",0.238527539124738,0.0372488558034077,0.165521123284733,0.311533954964742,2,411
-"438","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-calendar.git","D:week_offset",-0.042333001370072,0.0806165558625446,-0.200338547418321,0.115672544678177,1,190
-"439","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-clocks.git","D:week_offset",0.241707772948882,0.0401070056727103,0.163099486302626,0.320316059595138,2,414
-"440","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-desktop.git","D:week_offset",0.0477695821398641,0.067032146848112,-0.0836110114888356,0.179150175768564,1,254
-"441","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gvfs.git","D:week_offset",0.0186755093834711,0.0708690684819531,-0.12022531245906,0.157576331226002,1,233
-"442","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/json-glib.git","D:week_offset",-0.0778858278302951,0.094300057353977,-0.262710543984151,0.106938888323561,1,161
-"443","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/libgweather.git","D:week_offset",0.170499084585983,0.0495467344902635,0.0733892694334979,0.267608899738468,2,350
-"444","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/template-glib.git","D:week_offset",-0.15558150727989,0.0971406695180661,-0.345973720969408,0.0348107064096272,1,98
-"445","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/vala.git","D:week_offset",0.25217485337863,0.0371846828444627,0.179294214226939,0.325055492530321,2,422
-"446","ran_vals","upstream_vcs_link","https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb","D:week_offset",0.238358276605302,0.0380391760096443,0.163802861624819,0.312913691585785,2,410
-"447","ran_vals","upstream_vcs_link","https://invent.kde.org/office/ghostwriter","D:week_offset",-0.0432543511941282,0.086976300358831,-0.213724767405975,0.127216065017719,1,189
-"448","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kscreen.git","D:week_offset",0.0622136694166409,0.0662664853081184,-0.0676662551693237,0.192093594002606,1,267
-"449","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kwin.git","D:week_offset",0.293149136531852,0.0332742597747165,0.227932785761178,0.358365487302526,2,448
-"450","ran_vals","upstream_vcs_link","https://salsa.debian.org/emacsen-team/magithub","D:week_offset",0.114703003362382,0.0550355686268932,0.00683527098498887,0.222570735739775,2,309
-"451","ran_vals","upstream_vcs_link","https://salsa.debian.org/ruby-team/ruby-github-markup","D:week_offset",-0.29911701436146,0.127493321807645,-0.548999333373819,-0.0492346953491002,0,27
+"1","ran_vals","upstream_vcs_link","git://git.lttng.org/lttng-ust.git","D:week_offset",-0.155058202800277,0.0991714275358908,-0.349430629066047,0.0393142234654923,1,100
+"2","ran_vals","upstream_vcs_link","https://0xacab.org/schleuder/schleuder.git","D:week_offset",0.202106253415032,0.0440239640685209,0.115820869384046,0.288391637446019,2,387
+"3","ran_vals","upstream_vcs_link","https://bitbucket.org/sshguard/sshguard.git","D:week_offset",0.180230916143429,0.0506846410621692,0.0808908450922378,0.279570987194621,2,366
+"4","ran_vals","upstream_vcs_link","https://codeberg.org/freedroid/freedroid-src.git","D:week_offset",0.00680212259327509,0.0780218137268541,-0.146117822319852,0.159722067506402,1,226
+"5","ran_vals","upstream_vcs_link","https://git.osgeo.org/gitea/postgis/postgis.git","D:week_offset",0.232501365819225,0.0410754831185425,0.151994898259298,0.313007833379151,2,416
+"6","ran_vals","upstream_vcs_link","https://github.com/01org/isa-l.git","D:week_offset",-0.0657444931908477,0.0912344164710432,-0.24456066362462,0.113071677242925,1,168
+"7","ran_vals","upstream_vcs_link","https://github.com/abishekvashok/cmatrix.git","D:week_offset",-0.0966311941717062,0.1034815973691,-0.299451398077818,0.106189009734405,1,151
+"8","ran_vals","upstream_vcs_link","https://github.com/AFLplusplus/AFLplusplus.git","D:week_offset",0.200634134350168,0.0438736759996899,0.114643309521397,0.28662495917894,2,386
+"9","ran_vals","upstream_vcs_link","https://github.com/ahmetb/kubectx","D:week_offset",-0.12177410430105,0.097935790794477,-0.313724727055674,0.070176518453574,1,135
+"10","ran_vals","upstream_vcs_link","https://github.com/akheron/jansson.git","D:week_offset",-0.242823601612603,0.127292164278076,-0.492311659111788,0.00666445588658154,1,41
+"11","ran_vals","upstream_vcs_link","https://github.com/alanxz/rabbitmq-c.git","D:week_offset",0.148334300906337,0.0575253998431987,0.0355865890174019,0.261082012795273,2,335
+"12","ran_vals","upstream_vcs_link","https://github.com/alastair/python-musicbrainz-ngs","D:week_offset",-0.0983489353435664,0.0954134621219024,-0.285355884742772,0.0886580140556389,1,148
+"13","ran_vals","upstream_vcs_link","https://github.com/analogdevicesinc/libiio.git","D:week_offset",0.140466080905718,0.0532421418859807,0.0361134003494244,0.244818761462011,2,331
+"14","ran_vals","upstream_vcs_link","https://github.com/andialbrecht/sqlparse.git","D:week_offset",-0.0518424321007397,0.090190253370681,-0.228612080463817,0.124927216262337,1,181
+"15","ran_vals","upstream_vcs_link","https://github.com/angband/angband","D:week_offset",0.210097176552956,0.0440261643228867,0.123807480102656,0.296386873003256,2,394
+"16","ran_vals","upstream_vcs_link","https://github.com/apache/trafficserver","D:week_offset",-0.152558988507906,0.0963328785251816,-0.341367960944334,0.0362499839285222,1,104
+"17","ran_vals","upstream_vcs_link","https://github.com/ARMmbed/yotta.git","D:week_offset",0.200455304466913,0.0440853665073629,0.114049573867233,0.286861035066592,2,385
+"18","ran_vals","upstream_vcs_link","https://github.com/assimp/assimp","D:week_offset",0.234487009587313,0.0403427882209606,0.155416597638304,0.313557421536322,2,418
+"19","ran_vals","upstream_vcs_link","https://github.com/astropy/astropy-helpers","D:week_offset",0.226734599040391,0.0464785585332282,0.135638298261927,0.317830899818855,2,407
+"20","ran_vals","upstream_vcs_link","https://github.com/audacity/audacity.git","D:week_offset",0.261161411971194,0.0369629504232881,0.18871536037921,0.333607463563178,2,438
+"21","ran_vals","upstream_vcs_link","https://github.com/aws/aws-cli","D:week_offset",0.217040592107299,0.0415216540374156,0.135659645615432,0.298421538599165,2,399
+"22","ran_vals","upstream_vcs_link","https://github.com/aws/aws-xray-sdk-python","D:week_offset",0.086420882255417,0.0653416677317704,-0.041646433188636,0.21448819769947,1,283
+"23","ran_vals","upstream_vcs_link","https://github.com/awslabs/amazon-ecr-credential-helper","D:week_offset",-0.243873438218141,0.123760864827673,-0.48644027597591,-0.00130660046037148,0,40
+"24","ran_vals","upstream_vcs_link","https://github.com/axel-download-accelerator/axel.git","D:week_offset",-0.0529527966070418,0.0872671649066047,-0.223993296856905,0.118087703642821,1,180
+"25","ran_vals","upstream_vcs_link","https://github.com/Backblaze/B2_Command_Line_Tool","D:week_offset",0.152138371129223,0.0557264369079464,0.0429165618029043,0.261360180455541,2,337
+"26","ran_vals","upstream_vcs_link","https://github.com/Backblaze/b2-sdk-python.git","D:week_offset",0.149644363914586,0.0532157483415479,0.0453434137548052,0.253945314074367,2,336
+"27","ran_vals","upstream_vcs_link","https://github.com/bbatsov/powerpack.git","D:week_offset",-0.309475067587842,0.137467304989564,-0.57890603441917,-0.0400441007565128,0,13
+"28","ran_vals","upstream_vcs_link","https://github.com/Beep6581/RawTherapee","D:week_offset",0.224146568389303,0.0413226186111561,0.143155724164552,0.305137412614053,2,405
+"29","ran_vals","upstream_vcs_link","https://github.com/biojava/biojava.git","D:week_offset",0.175973130189223,0.0500067112532339,0.077961777147591,0.273984483230855,2,359
+"30","ran_vals","upstream_vcs_link","https://github.com/bit-team/backintime","D:week_offset",-0.0686523472063205,0.0967788461907584,-0.258335400205548,0.121030705792907,1,166
+"31","ran_vals","upstream_vcs_link","https://github.com/bitletorg/weupnp.git","D:week_offset",-0.241204842226606,0.125154687382677,-0.486503521993022,0.00409383753980982,1,43
+"32","ran_vals","upstream_vcs_link","https://github.com/bk138/gromit-mpx.git","D:week_offset",0.0411117659496471,0.079158093417413,-0.11403524623334,0.196258778132634,1,253
+"33","ran_vals","upstream_vcs_link","https://github.com/Blosc/c-blosc","D:week_offset",0.0931633853662711,0.0645033688112591,-0.033260894385301,0.219587665117843,1,291
+"34","ran_vals","upstream_vcs_link","https://github.com/bobek/pkg-pimd","D:week_offset",0.106740580018547,0.0630379893447973,-0.0168116087550754,0.230292768792169,1,305
+"35","ran_vals","upstream_vcs_link","https://github.com/boxbackup/boxbackup.git","D:week_offset",-0.211544745334452,0.119001997831184,-0.444784375171887,0.021694884502983,1,60
+"36","ran_vals","upstream_vcs_link","https://github.com/brunonova/drmips","D:week_offset",0.00135802015387823,0.0772492824786099,-0.150047791335758,0.152763831643515,1,222
+"37","ran_vals","upstream_vcs_link","https://github.com/c-ares/c-ares.git","D:week_offset",-0.169407001886269,0.115310943984677,-0.395412299119551,0.0565982953470131,1,91
+"38","ran_vals","upstream_vcs_link","https://github.com/c4urself/bump2version","D:week_offset",-0.212512660847643,0.120418164181134,-0.448527925727097,0.0235026040318105,1,58
+"39","ran_vals","upstream_vcs_link","https://github.com/calamares/calamares.git","D:week_offset",0.241001685537818,0.0390856833491821,0.164395153862284,0.317608217213351,2,422
+"40","ran_vals","upstream_vcs_link","https://github.com/canonical/lightdm.git","D:week_offset",-0.292212508265173,0.132323985194527,-0.551562753537256,-0.0328622629930893,0,21
+"41","ran_vals","upstream_vcs_link","https://github.com/capistrano/capistrano.git","D:week_offset",0.20913258004225,0.0459453130199178,0.119081421264792,0.299183738819708,2,393
+"42","ran_vals","upstream_vcs_link","https://github.com/capistrano/sshkit.git","D:week_offset",-0.172838483376452,0.104415272633961,-0.377488657174945,0.0318116904220417,1,85
+"43","ran_vals","upstream_vcs_link","https://github.com/ceres-solver/ceres-solver.git","D:week_offset",0.0495432274182149,0.0724661525692418,-0.0924878217156838,0.191574276552114,1,260
+"44","ran_vals","upstream_vcs_link","https://github.com/cesbit/libcleri.git","D:week_offset",-0.00675020004783936,0.0816929890956457,-0.166865516464728,0.15336511636905,1,214
+"45","ran_vals","upstream_vcs_link","https://github.com/CESNET/libyang","D:week_offset",-0.334937260485963,0.141488935615742,-0.612250478503724,-0.0576240424682024,0,1
+"46","ran_vals","upstream_vcs_link","https://github.com/cespare/reflex.git","D:week_offset",-0.0178286562328009,0.0895595859668112,-0.19336221919807,0.157704906732468,1,204
+"47","ran_vals","upstream_vcs_link","https://github.com/checkpoint-restore/criu.git","D:week_offset",-0.165392308286927,0.11055408253565,-0.382074328400669,0.0512897118268156,1,93
+"48","ran_vals","upstream_vcs_link","https://github.com/cleishm/libneo4j-client","D:week_offset",0.0979388593115834,0.0601261058169544,-0.0199061426202914,0.215783861243458,1,297
+"49","ran_vals","upstream_vcs_link","https://github.com/clojure/core.cache","D:week_offset",-0.297781309987588,0.135107626514884,-0.56258739199345,-0.0329752279817267,0,20
+"50","ran_vals","upstream_vcs_link","https://github.com/clojure/tools.logging.git","D:week_offset",-0.241660653469577,0.120970092250583,-0.478757677487209,-0.00456362945194566,0,42
+"51","ran_vals","upstream_vcs_link","https://github.com/ClusterLabs/pacemaker","D:week_offset",0.222600961492278,0.0427898459825634,0.138734404462437,0.306467518522118,2,403
+"52","ran_vals","upstream_vcs_link","https://github.com/codedread/scour.git","D:week_offset",0.163554145559105,0.057405036729383,0.051042341038315,0.276065950079894,2,349
+"53","ran_vals","upstream_vcs_link","https://github.com/codership/galera","D:week_offset",-0.209082445255378,0.123760767241142,-0.45164909174706,0.0334842012363047,1,61
+"54","ran_vals","upstream_vcs_link","https://github.com/colmap/colmap","D:week_offset",0.216814819914755,0.0438599462495117,0.13085090490185,0.302778734927661,2,397
+"55","ran_vals","upstream_vcs_link","https://github.com/composer/semver","D:week_offset",-0.0681299526875841,0.0899167003886369,-0.244363447057991,0.108103541682823,1,167
+"56","ran_vals","upstream_vcs_link","https://github.com/coq/coq","D:week_offset",-0.131618804372577,0.0898269148162214,-0.307676322254719,0.044438713509564,1,126
+"57","ran_vals","upstream_vcs_link","https://github.com/coreruleset/coreruleset.git","D:week_offset",0.0864792751495297,0.0681273861330231,-0.0470479480320491,0.220006498331109,1,284
+"58","ran_vals","upstream_vcs_link","https://github.com/CorsixTH/CorsixTH.git","D:week_offset",0.0921786648432772,0.0614122132935488,-0.0281870614229704,0.212544391109525,1,290
+"59","ran_vals","upstream_vcs_link","https://github.com/cubiq/iscroll","D:week_offset",-0.120698410577177,0.100427212575392,-0.317532130292693,0.0761353091383386,1,136
+"60","ran_vals","upstream_vcs_link","https://github.com/cucumber/aruba.git","D:week_offset",0.0135176534183038,0.0768403048563866,-0.137086576661292,0.1641218834979,1,230
+"61","ran_vals","upstream_vcs_link","https://github.com/cyrusimap/cyrus-sasl.git","D:week_offset",-0.169889229753792,0.111843305110848,-0.389098079682979,0.049319620175395,1,89
+"62","ran_vals","upstream_vcs_link","https://github.com/DamienCassou/beginend.git","D:week_offset",-0.227376011182943,0.120622957670383,-0.463792663925593,0.00904064155970688,1,48
+"63","ran_vals","upstream_vcs_link","https://github.com/darold/pgbadger.git","D:week_offset",0.1857380514287,0.0491126946629979,0.0894789387055118,0.281997164151889,2,372
+"64","ran_vals","upstream_vcs_link","https://github.com/dask/partd.git","D:week_offset",-0.220369451465461,0.117183740786967,-0.450045362981594,0.00930646005067165,1,56
+"65","ran_vals","upstream_vcs_link","https://github.com/datalad/datalad","D:week_offset",0.0975922801127816,0.0566344279887938,-0.0134091590302814,0.208593719255845,1,296
+"66","ran_vals","upstream_vcs_link","https://github.com/davesteele/comitup","D:week_offset",-0.0118950135815093,0.0766976691601776,-0.162219682833626,0.138429655670607,1,210
+"67","ran_vals","upstream_vcs_link","https://github.com/davidcelis/api-pagination.git","D:week_offset",-0.0291324990617335,0.0846891441897264,-0.195120171555117,0.13685517343165,1,195
+"68","ran_vals","upstream_vcs_link","https://github.com/ddclient/ddclient.git","D:week_offset",0.071338729518985,0.0619280453555706,-0.0500380090108964,0.192715468048866,1,274
+"69","ran_vals","upstream_vcs_link","https://github.com/deckar01/task_list.git","D:week_offset",-0.225780453998659,0.119378478996574,-0.459757973361115,0.00819706536379602,1,49
+"70","ran_vals","upstream_vcs_link","https://github.com/defunkt/mustache","D:week_offset",0.0357949609569283,0.0711122034585401,-0.103582396683095,0.175172318596952,1,248
+"71","ran_vals","upstream_vcs_link","https://github.com/developit/preact.git","D:week_offset",0.25508708368145,0.0378400802437077,0.180921889231677,0.329252278131223,2,432
+"72","ran_vals","upstream_vcs_link","https://github.com/Diaoul/subliminal.git","D:week_offset",0.101514340614972,0.0635475042517961,-0.0230364790259543,0.226065160255898,1,301
+"73","ran_vals","upstream_vcs_link","https://github.com/django-haystack/django-haystack","D:week_offset",-0.0492628270726194,0.0848585754072721,-0.215582578650249,0.11705692450501,1,183
+"74","ran_vals","upstream_vcs_link","https://github.com/doctrine/instantiator","D:week_offset",-0.127448259374005,0.095752686931347,-0.315120077182385,0.0602235584343739,1,132
+"75","ran_vals","upstream_vcs_link","https://github.com/doctrine/sql-formatter.git","D:week_offset",0.186199806412099,0.054797067119108,0.0787995284002237,0.293600084423975,2,373
+"76","ran_vals","upstream_vcs_link","https://github.com/donnemartin/gitsome","D:week_offset",0.281754513801635,0.0362500540588897,0.210705713408581,0.352803314194688,2,448
+"77","ran_vals","upstream_vcs_link","https://github.com/doorkeeper-gem/doorkeeper-openid_connect.git","D:week_offset",0.0914904987945826,0.0642572035086283,-0.0344513058295896,0.217432303418755,1,288
+"78","ran_vals","upstream_vcs_link","https://github.com/dpmb/dpmb","D:week_offset",-0.151762508896084,0.0966929141893892,-0.341277138267508,0.037752120475341,1,106
+"79","ran_vals","upstream_vcs_link","https://github.com/drwetter/testssl.sh.git","D:week_offset",0.0660770211223543,0.0656307915468192,-0.0625569665862672,0.194711008830976,1,271
+"80","ran_vals","upstream_vcs_link","https://github.com/easyrdf/easyrdf.git","D:week_offset",0.0943965626527292,0.0645365885724575,-0.0320928266343668,0.220885951939825,1,293
+"81","ran_vals","upstream_vcs_link","https://github.com/eavgerinos/pkg-pick","D:week_offset",-0.218212025735033,0.118909263944091,-0.451269900493618,0.0148458490235532,1,57
+"82","ran_vals","upstream_vcs_link","https://github.com/eclipse-ee4j/eclipselink.git","D:week_offset",0.0988808085845673,0.0635857997041168,-0.0257450687636794,0.223506685932814,1,299
+"83","ran_vals","upstream_vcs_link","https://github.com/elastic/elasticsearch-ruby","D:week_offset",-0.0351646787205566,0.080576142849634,-0.193091016718994,0.122761659277881,1,190
+"84","ran_vals","upstream_vcs_link","https://github.com/elasticsearch/curator.git","D:week_offset",0.17328270591686,0.0502978018420823,0.0747008258048464,0.271864586028874,2,357
+"85","ran_vals","upstream_vcs_link","https://github.com/Electrostatics/apbs","D:week_offset",0.102972283053715,0.0678095615467854,-0.0299320153854364,0.235876581492867,1,303
+"86","ran_vals","upstream_vcs_link","https://github.com/elves/elvish.git","D:week_offset",0.187751196470853,0.0456084007877997,0.0983603735342973,0.277142019407409,2,374
+"87","ran_vals","upstream_vcs_link","https://github.com/emacs-lsp/lsp-mode.git","D:week_offset",0.247831291315579,0.0387565835030861,0.171869783485712,0.323792799145447,2,425
+"88","ran_vals","upstream_vcs_link","https://github.com/emcrisostomo/fswatch.git","D:week_offset",-0.141541584357378,0.108426276657247,-0.354053181583359,0.0709700128686016,1,114
+"89","ran_vals","upstream_vcs_link","https://github.com/EnterpriseDB/mysql_fdw.git","D:week_offset",-0.00237004921732077,0.0852882101507109,-0.169531869418598,0.164791770983956,1,218
+"90","ran_vals","upstream_vcs_link","https://github.com/eproxus/meck.git","D:week_offset",-0.146348281659997,0.10614935834816,-0.354397201004427,0.0617006376844334,1,108
+"91","ran_vals","upstream_vcs_link","https://github.com/erlware/erlware_commons.git","D:week_offset",0.0647530718555698,0.0714441733783624,-0.0752749348712558,0.204781078582395,1,268
+"92","ran_vals","upstream_vcs_link","https://github.com/eslint/eslint-scope.git","D:week_offset",-0.022879917709992,0.084942304582209,-0.189363775454953,0.143603940034969,1,200
+"93","ran_vals","upstream_vcs_link","https://github.com/EsotericSoftware/kryo.git","D:week_offset",-0.334825883347482,0.14149599129319,-0.612152930238927,-0.0574988364560367,0,8
+"94","ran_vals","upstream_vcs_link","https://github.com/EttusResearch/uhd","D:week_offset",0.206591990199657,0.0437809202121458,0.120782963373829,0.292401017025484,2,391
+"95","ran_vals","upstream_vcs_link","https://github.com/Exa-Networks/exabgp","D:week_offset",-0.0551037394572122,0.0904222674073843,-0.232328126976135,0.122120648061711,1,176
+"96","ran_vals","upstream_vcs_link","https://github.com/Exiv2/exiv2.git","D:week_offset",0.0617145452252872,0.0743498260311831,-0.0840084360526503,0.207437526503225,1,265
+"97","ran_vals","upstream_vcs_link","https://github.com/fail2ban/fail2ban","D:week_offset",-0.154752463959508,0.0982011999065045,-0.347223279014875,0.0377183510958585,1,101
+"98","ran_vals","upstream_vcs_link","https://github.com/fgrehm/vagrant-lxc","D:week_offset",0.121194041885471,0.0570439088994328,0.00939003490519927,0.232998048865744,2,315
+"99","ran_vals","upstream_vcs_link","https://github.com/flask-restful/flask-restful","D:week_offset",-0.141594374618984,0.0971529393542499,-0.332010636745517,0.0488218875075504,1,113
+"100","ran_vals","upstream_vcs_link","https://github.com/florimondmanca/djangorestframework-api-key","D:week_offset",0.157307510030281,0.0594886151541152,0.0407119668380515,0.27390305322251,2,342
+"101","ran_vals","upstream_vcs_link","https://github.com/flot/flot","D:week_offset",0.0436395552654212,0.0677773095980956,-0.0892015305158671,0.17648064104671,1,256
+"102","ran_vals","upstream_vcs_link","https://github.com/Fluidsynth/fluidsynth.git","D:week_offset",0.25129184768912,0.0379863102729567,0.176840047648561,0.325743647729679,2,429
+"103","ran_vals","upstream_vcs_link","https://github.com/fog/fog-local","D:week_offset",-0.19573873575799,0.111342247221611,-0.413965530270102,0.0224880587541226,1,69
+"104","ran_vals","upstream_vcs_link","https://github.com/fog/fog-rackspace","D:week_offset",-0.17985373044246,0.111810966393353,-0.39899919765005,0.0392917367651313,1,79
+"105","ran_vals","upstream_vcs_link","https://github.com/fonttools/fonttools.git","D:week_offset",0.241706509861274,0.0397351495579096,0.163827047807458,0.319585971915089,2,423
+"106","ran_vals","upstream_vcs_link","https://github.com/freelan-developers/freelan","D:week_offset",-0.0240460489650743,0.0772699579631455,-0.175492383659763,0.127400285729615,1,198
+"107","ran_vals","upstream_vcs_link","https://github.com/fuzzylite/fuzzylite","D:week_offset",0.0195673383207281,0.0827107307040778,-0.142542714994256,0.181677391635712,1,235
+"108","ran_vals","upstream_vcs_link","https://github.com/galaxyproject/bioblend","D:week_offset",0.0652298251024927,0.0688653225115966,-0.069743726803972,0.200203377008957,1,269
+"109","ran_vals","upstream_vcs_link","https://github.com/gazebosim/gz-transport","D:week_offset",0.00581354442239221,0.0761928015759154,-0.143521602547609,0.155148691392393,1,225
+"110","ran_vals","upstream_vcs_link","https://github.com/gcsideal/syslog-ng-debian","D:week_offset",-0.128084105755059,0.103588543055531,-0.331113919354877,0.0749457078447596,1,130
+"111","ran_vals","upstream_vcs_link","https://github.com/geopython/geolinks.git","D:week_offset",-0.271226813845031,0.130204301837032,-0.526422556077797,-0.0160310716122655,0,30
+"112","ran_vals","upstream_vcs_link","https://github.com/geopython/stetl.git","D:week_offset",0.0746847185384466,0.0715129223229715,-0.0654780336437878,0.214847470720681,1,276
+"113","ran_vals","upstream_vcs_link","https://github.com/github/git-lfs.git","D:week_offset",0.106959352136023,0.0569465605358877,-0.00465385555774657,0.218572559829793,1,306
+"114","ran_vals","upstream_vcs_link","https://github.com/GoalSmashers/clean-css.git","D:week_offset",0.18142206365471,0.0481592676091916,0.0870316336188679,0.275812493690552,2,368
+"115","ran_vals","upstream_vcs_link","https://github.com/gohugoio/hugo.git","D:week_offset",0.225101990549359,0.0412538937416391,0.144245844593704,0.305958136505014,2,406
+"116","ran_vals","upstream_vcs_link","https://github.com/google/benchmark","D:week_offset",0.0983561760428039,0.0650089099285175,-0.0290589460912987,0.225771298176906,1,298
+"117","ran_vals","upstream_vcs_link","https://github.com/google/brotli","D:week_offset",0.130232471544051,0.0548614540829683,0.022705997401935,0.237758945686166,2,324
+"118","ran_vals","upstream_vcs_link","https://github.com/google/flatbuffers.git","D:week_offset",-0.0931660466938853,0.0979048410006853,-0.285056008967349,0.0987239155795782,1,154
+"119","ran_vals","upstream_vcs_link","https://github.com/google/fscrypt","D:week_offset",-0.0201048380701766,0.0799134273393434,-0.176732277536448,0.136522601396095,1,201
+"120","ran_vals","upstream_vcs_link","https://github.com/google/googletest.git","D:week_offset",0.115236094233068,0.0559093012283103,0.0056558774247787,0.224816311041357,2,311
+"121","ran_vals","upstream_vcs_link","https://github.com/google/gopacket.git","D:week_offset",-0.0978710911705915,0.0909692202553775,-0.276167486572823,0.08042530423164,1,150
+"122","ran_vals","upstream_vcs_link","https://github.com/google/jimfs.git","D:week_offset",-0.062209683899862,0.0910453765230077,-0.240655342843846,0.116235975044122,1,170
+"123","ran_vals","upstream_vcs_link","https://github.com/google/stenographer","D:week_offset",0.19931393680978,0.0454485254275673,0.110236463821296,0.288391409798265,2,383
+"124","ran_vals","upstream_vcs_link","https://github.com/google/yapf.git","D:week_offset",-0.13500846259872,0.0924236942964492,-0.3161555747379,0.0461386495404602,1,123
+"125","ran_vals","upstream_vcs_link","https://github.com/GoogleCloudPlatform/cloudsql-proxy.git","D:week_offset",-0.100738068989471,0.0969804002827049,-0.29081616074985,0.0893400227709087,1,146
+"126","ran_vals","upstream_vcs_link","https://github.com/googlei18n/fontmake.git","D:week_offset",-0.036124825478773,0.087379605922976,-0.207385706071109,0.135136055113563,1,189
+"127","ran_vals","upstream_vcs_link","https://github.com/gpodder/mygpoclient","D:week_offset",-0.139823215971902,0.105735308184932,-0.347060611908612,0.0674141799648072,1,117
+"128","ran_vals","upstream_vcs_link","https://github.com/Graylog2/gelf-rb","D:week_offset",-0.334834737769959,0.141495430266961,-0.612160685070201,-0.0575087904697172,0,6
+"129","ran_vals","upstream_vcs_link","https://github.com/Grokzen/redis-py-cluster","D:week_offset",0.121337424244469,0.0603145744739275,0.00312303053271198,0.239551817956225,2,316
+"130","ran_vals","upstream_vcs_link","https://github.com/guessit-io/guessit.git","D:week_offset",0.269941350807253,0.0400296210046316,0.191484735323387,0.348397966291119,2,442
+"131","ran_vals","upstream_vcs_link","https://github.com/guillaumechereau/goxel.git","D:week_offset",0.290849296077684,0.0404590734873667,0.211550969194585,0.370147622960782,2,450
+"132","ran_vals","upstream_vcs_link","https://github.com/Haivision/srt.git","D:week_offset",-0.138274501812645,0.0954689523882209,-0.325390210135327,0.0488412065100375,1,119
+"133","ran_vals","upstream_vcs_link","https://github.com/hamcrest/hamcrest-php.git","D:week_offset",-0.277040184511514,0.132914425559768,-0.53754767163449,-0.0165326973885376,0,29
+"134","ran_vals","upstream_vcs_link","https://github.com/HandBrake/HandBrake","D:week_offset",0.119424063892642,0.0551603400275868,0.011311784063589,0.227536343721696,2,314
+"135","ran_vals","upstream_vcs_link","https://github.com/HaxeFoundation/haxe-debian","D:week_offset",-0.188529415070798,0.109227808660638,-0.40261198615588,0.0255531560142847,1,72
+"136","ran_vals","upstream_vcs_link","https://github.com/highlightjs/highlight.js","D:week_offset",0.184645020870234,0.0465416449086371,0.0934250730680535,0.275864968672415,2,370
+"137","ran_vals","upstream_vcs_link","https://github.com/howardabrams/node-mocks-http","D:week_offset",-0.00840911254477103,0.075868393585559,-0.157108431537376,0.140290206447834,1,212
+"138","ran_vals","upstream_vcs_link","https://github.com/htop-dev/htop","D:week_offset",0.0780683693645289,0.0642259487578185,-0.0478121770737103,0.203948915802768,1,278
+"139","ran_vals","upstream_vcs_link","https://github.com/httpie/httpie","D:week_offset",0.0134478888333227,0.0754036179440998,-0.134340486641131,0.161236264307776,1,229
+"140","ran_vals","upstream_vcs_link","https://github.com/httprb/http.rb","D:week_offset",-0.172833539742152,0.102878809156356,-0.374472300460979,0.028805220976675,1,86
+"141","ran_vals","upstream_vcs_link","https://github.com/i18next/i18next","D:week_offset",-0.175509753629885,0.103727260880772,-0.378811449171189,0.0277919419114187,1,84
+"142","ran_vals","upstream_vcs_link","https://github.com/Icinga/icinga2","D:week_offset",0.222371420439859,0.0416515737073283,0.14073583607408,0.304007004805638,2,402
+"143","ran_vals","upstream_vcs_link","https://github.com/Icinga/icingaweb2.git","D:week_offset",-0.0172150256846251,0.0768276849781377,-0.167794521257364,0.133364469888114,1,206
+"144","ran_vals","upstream_vcs_link","https://github.com/iem-projects/ambix.git","D:week_offset",-0.188687408906167,0.106385525525,-0.397199207411533,0.0198243895991984,1,71
+"145","ran_vals","upstream_vcs_link","https://github.com/ignitionrobotics/ign-cmake.git","D:week_offset",0.0626680129889598,0.0657857702312318,-0.0662697273594818,0.191605753337401,1,267
+"146","ran_vals","upstream_vcs_link","https://github.com/igraph/igraph.git","D:week_offset",-0.285395020905602,0.134519113056676,-0.549047637728959,-0.0217424040822452,0,23
+"147","ran_vals","upstream_vcs_link","https://github.com/ImageOptim/libimagequant.git","D:week_offset",0.0248928839502376,0.0771073396947238,-0.126234724795117,0.176020492695592,1,238
+"148","ran_vals","upstream_vcs_link","https://github.com/include-what-you-use/include-what-you-use","D:week_offset",-0.128451770804729,0.10324629879747,-0.330810797984831,0.0739072563753725,1,129
+"149","ran_vals","upstream_vcs_link","https://github.com/infirit/caja-admin","D:week_offset",-0.160230246874256,0.10713581461771,-0.370212584979328,0.0497520912308148,1,98
+"150","ran_vals","upstream_vcs_link","https://github.com/Intel-Media-SDK/MediaSDK","D:week_offset",-0.262758201041293,0.127652908211313,-0.512953303657264,-0.0125630984253212,0,34
+"151","ran_vals","upstream_vcs_link","https://github.com/intel/compute-runtime","D:week_offset",0.277030588164576,0.0348174773698121,0.208789586487206,0.345271589841946,2,443
+"152","ran_vals","upstream_vcs_link","https://github.com/intel/intel-vaapi-driver.git","D:week_offset",0.130064488558816,0.0555654662935071,0.0211581758393682,0.238970801278265,2,323
+"153","ran_vals","upstream_vcs_link","https://github.com/intel/libva.git","D:week_offset",-0.0828769212207079,0.0916427665687143,-0.262493443138999,0.0967396006975834,1,163
+"154","ran_vals","upstream_vcs_link","https://github.com/intridea/grape-entity","D:week_offset",0.0735413115551371,0.0689499727998555,-0.0615981518675961,0.20868077497787,1,275
+"155","ran_vals","upstream_vcs_link","https://github.com/intridea/multi_json","D:week_offset",-0.11497922681719,0.0975965461471521,-0.30626494228111,0.0763064886467294,1,138
+"156","ran_vals","upstream_vcs_link","https://github.com/ioquake/ioq3","D:week_offset",0.109918851276244,0.0592412813905175,-0.00619192664717268,0.226029629199662,1,309
+"157","ran_vals","upstream_vcs_link","https://github.com/Iotic-Labs/py-ubjson","D:week_offset",-0.0407079977713806,0.0933888296948336,-0.223746740531599,0.142330744988838,1,186
+"158","ran_vals","upstream_vcs_link","https://github.com/ipython/ipykernel.git","D:week_offset",0.115948090323274,0.0588325228907939,0.000638464337689354,0.231257716308858,2,312
+"159","ran_vals","upstream_vcs_link","https://github.com/ipython/ipython_genutils","D:week_offset",-0.0533092492341802,0.0927212080988639,-0.235039477710997,0.128420979242637,1,179
+"160","ran_vals","upstream_vcs_link","https://github.com/ipython/traitlets.git","D:week_offset",0.180272581358742,0.048705669588166,0.0848112231230289,0.275733939594455,2,367
+"161","ran_vals","upstream_vcs_link","https://github.com/isaacs/inherits","D:week_offset",-0.309450636167761,0.137468628889764,-0.5788841977958,-0.0400170745397211,0,15
+"162","ran_vals","upstream_vcs_link","https://github.com/isaacs/node-glob.git","D:week_offset",-0.0134445573381694,0.0798666818200917,-0.169980377270269,0.14309126259393,1,207
+"163","ran_vals","upstream_vcs_link","https://github.com/jaap-karssenberg/zim-desktop-wiki.git","D:week_offset",-0.111567190271935,0.0931257724192312,-0.294090350246102,0.0709559697022312,1,140
+"164","ran_vals","upstream_vcs_link","https://github.com/JabRef/jabref.git","D:week_offset",0.0309294338414474,0.0732309709644132,-0.112600631801701,0.174459499484596,1,242
+"165","ran_vals","upstream_vcs_link","https://github.com/jackfranklin/gulp-load-plugins","D:week_offset",-0.141332890380958,0.104976829563682,-0.347083695536974,0.0644179147750587,1,115
+"166","ran_vals","upstream_vcs_link","https://github.com/janestreet/sexplib.git","D:week_offset",-0.231040997809717,0.126494008325077,-0.478964698386978,0.0168827027675435,1,45.5
+"167","ran_vals","upstream_vcs_link","https://github.com/janestreet/variantslib.git","D:week_offset",-0.231040997809717,0.126494008325077,-0.478964698386978,0.0168827027675435,1,45.5
+"168","ran_vals","upstream_vcs_link","https://github.com/jashkenas/backbone","D:week_offset",0.190046821135798,0.0462216256283005,0.0994540995974359,0.280639542674161,2,377
+"169","ran_vals","upstream_vcs_link","https://github.com/jashkenas/coffeescript","D:week_offset",-0.0284844920519692,0.0823465689007604,-0.189880801347906,0.132911817243967,1,196
+"170","ran_vals","upstream_vcs_link","https://github.com/jashkenas/underscore.git","D:week_offset",0.161867944002409,0.0518020465500696,0.0603377984388053,0.263398089566013,2,347
+"171","ran_vals","upstream_vcs_link","https://github.com/javaparser/javaparser.git","D:week_offset",0.178237140348831,0.0475522214911123,0.0850364988413796,0.271437781856283,2,360
+"172","ran_vals","upstream_vcs_link","https://github.com/jazzband/django-sortedm2m.git","D:week_offset",-0.150404688350486,0.102066127060082,-0.350450621429735,0.0496412447287635,1,107
+"173","ran_vals","upstream_vcs_link","https://github.com/jbeder/yaml-cpp","D:week_offset",-0.00172072810742916,0.0850189197199897,-0.168354748763111,0.164913292548253,1,221
+"174","ran_vals","upstream_vcs_link","https://github.com/JDimproved/JDim.git","D:week_offset",0.153515091426113,0.0517928770174319,0.0520029178162344,0.255027265035992,2,338
+"175","ran_vals","upstream_vcs_link","https://github.com/jendrikseipp/vulture.git","D:week_offset",-0.271202347975252,0.130205241205594,-0.526399931336566,-0.0160047646139382,0,32
+"176","ran_vals","upstream_vcs_link","https://github.com/jmcnamara/XlsxWriter","D:week_offset",0.160537665930569,0.0518123327443151,0.0589873597967058,0.262087972064431,2,345
+"177","ran_vals","upstream_vcs_link","https://github.com/joaotavora/yasnippet","D:week_offset",-0.0500800484612176,0.0879846639895516,-0.222526821072597,0.122366724150162,1,182
+"178","ran_vals","upstream_vcs_link","https://github.com/jobovy/galpy.git","D:week_offset",0.101281409752712,0.0591925316428708,-0.0147338204210626,0.217296639926486,1,300
+"179","ran_vals","upstream_vcs_link","https://github.com/joewing/jwm","D:week_offset",-0.059314486843747,0.0872204793847584,-0.230263485152192,0.111634511464698,1,174
+"180","ran_vals","upstream_vcs_link","https://github.com/jquery/jquery.git","D:week_offset",0.193491065187862,0.0455178135621957,0.104277789950949,0.282704340424774,2,379
+"181","ran_vals","upstream_vcs_link","https://github.com/jquery/qunit.git","D:week_offset",0.0853879239998235,0.0665413642996364,-0.0450307535096231,0.21580660150927,1,281
+"182","ran_vals","upstream_vcs_link","https://github.com/jquery/sizzle.git","D:week_offset",0.123636903653083,0.0592470225573322,0.00751487324947983,0.239758934056686,2,318
+"183","ran_vals","upstream_vcs_link","https://github.com/jtesta/ssh-audit.git","D:week_offset",-0.0230238047488432,0.0816531782559037,-0.183061093353643,0.137013483855957,1,199
+"184","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_client","D:week_offset",0.108471942747771,0.0588122913603095,-0.00679803016671184,0.223741915662254,1,308
+"185","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_console","D:week_offset",0.0397307256731836,0.0743411698169114,-0.105975289736539,0.185436741082906,1,251
+"186","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_core","D:week_offset",0.18940195942432,0.0508521755248438,0.0897335268601174,0.289070391988523,2,376
+"187","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbconvert","D:week_offset",0.200382999829582,0.0466169393469717,0.10901547764003,0.291750522019135,2,384
+"188","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbformat","D:week_offset",-0.00214105542062759,0.0794143298821513,-0.157790281846027,0.153508171004772,1,219
+"189","ran_vals","upstream_vcs_link","https://github.com/jupyter/notebook.git","D:week_offset",0.261681290164795,0.0375337703977556,0.188116451981199,0.335246128348392,2,439
+"190","ran_vals","upstream_vcs_link","https://github.com/kaminari/kaminari","D:week_offset",-0.0979496441347993,0.096102209780937,-0.286306514140149,0.0904072258705502,1,149
+"191","ran_vals","upstream_vcs_link","https://github.com/KDAB/hotspot.git","D:week_offset",0.102110130289972,0.0597130110906558,-0.0149252208561536,0.219145481436099,1,302
+"192","ran_vals","upstream_vcs_link","https://github.com/kelektiv/node-uuid","D:week_offset",0.0655942763474181,0.0656120897421096,-0.0630030564975265,0.194191609192363,1,270
+"193","ran_vals","upstream_vcs_link","https://github.com/keras-team/keras","D:week_offset",0.259382742998825,0.0370459421911304,0.186774030530857,0.331991455466794,2,437
+"194","ran_vals","upstream_vcs_link","https://github.com/keymanapp/keyman","D:week_offset",0.203573757101492,0.0489486085572334,0.107636247235966,0.299511266967019,2,388
+"195","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/SPIRV-LLVM-Translator","D:week_offset",0.0342426539172533,0.0691645868759894,-0.101317445365278,0.169802753199784,1,246
+"196","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/Vulkan-Tools","D:week_offset",0.278495903444975,0.0348267927751098,0.21023664390872,0.34675516298123,2,447
+"197","ran_vals","upstream_vcs_link","https://github.com/kilobyte/ndctl","D:week_offset",0.154216845518357,0.0522812212650373,0.0517475347711142,0.2566861562656,2,340
+"198","ran_vals","upstream_vcs_link","https://github.com/kilobyte/pmemkv","D:week_offset",0.174466403386581,0.0539782380428399,0.0686710008736854,0.280261805899478,2,358
+"199","ran_vals","upstream_vcs_link","https://github.com/kivy/kivy","D:week_offset",0.229089941778778,0.0405165971244057,0.149678870638823,0.308501012918732,2,412
+"200","ran_vals","upstream_vcs_link","https://github.com/korfuri/django-prometheus","D:week_offset",-0.179562458410277,0.116918535901414,-0.408718577902202,0.0495936610816483,1,80
+"201","ran_vals","upstream_vcs_link","https://github.com/Leaflet/Leaflet.markercluster","D:week_offset",-0.0619858379780031,0.0839968716486967,-0.226616681223482,0.102645005267476,1,171
+"202","ran_vals","upstream_vcs_link","https://github.com/letsencrypt/letsencrypt","D:week_offset",0.255575666189064,0.0374518691602255,0.182171351481316,0.328979980896812,2,434
+"203","ran_vals","upstream_vcs_link","https://github.com/libcgroup/libcgroup","D:week_offset",0.140290985786295,0.0626943463573279,0.0174123248916522,0.263169646680938,2,329
+"204","ran_vals","upstream_vcs_link","https://github.com/libevent/libevent","D:week_offset",-0.334795536435998,0.141497914242872,-0.612126352239564,-0.0574647206324307,0,10
+"205","ran_vals","upstream_vcs_link","https://github.com/librsync/librsync","D:week_offset",-0.0846979299280587,0.086561291493055,-0.25435494370972,0.0849590838536024,1,162
+"206","ran_vals","upstream_vcs_link","https://github.com/libwww-perl/HTTP-Message.git","D:week_offset",-0.144814667840494,0.103823244966452,-0.34830448873282,0.0586751530518324,1,109
+"207","ran_vals","upstream_vcs_link","https://github.com/libxsmm/libxsmm","D:week_offset",-0.334893890675461,0.141491682730507,-0.612212492939222,-0.0575752884116998,0,3
+"208","ran_vals","upstream_vcs_link","https://github.com/linuxmint/cjs.git","D:week_offset",-0.203132796194079,0.113070861284821,-0.424747612013253,0.0184820196250955,1,65
+"209","ran_vals","upstream_vcs_link","https://github.com/LLNL/sundials.git","D:week_offset",0.0780827191432645,0.064458071225476,-0.048252778971586,0.204418217258115,1,279
+"210","ran_vals","upstream_vcs_link","https://github.com/locationtech/jts.git","D:week_offset",0.0785290259535127,0.070339078134569,-0.0593330338959912,0.216391085803017,1,280
+"211","ran_vals","upstream_vcs_link","https://github.com/log2timeline/plaso","D:week_offset",0.17943464232378,0.0500161924681944,0.0814047064422959,0.277464578205265,2,364
+"212","ran_vals","upstream_vcs_link","https://github.com/lostisland/faraday_middleware","D:week_offset",-0.171631161512845,0.114619092062766,-0.396280453896547,0.0530181308708574,1,88
+"213","ran_vals","upstream_vcs_link","https://github.com/luakit/luakit","D:week_offset",0.237235511092644,0.0393458879099055,0.160118987849479,0.314352034335809,2,420
+"214","ran_vals","upstream_vcs_link","https://github.com/lualdap/lualdap.git","D:week_offset",-0.00426104974934904,0.0856458139005147,-0.172123760420978,0.16360166092228,1,217
+"215","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/penlight","D:week_offset",0.115138347864993,0.0597799945657379,-0.00202828847985319,0.23230498420984,1,310
+"216","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/say.git","D:week_offset",0.0351813418216689,0.0755066436535998,-0.112808960332886,0.183171643976224,1,247
+"217","ran_vals","upstream_vcs_link","https://github.com/lxc/lxcfs.git","D:week_offset",-0.152237942448543,0.099366483198462,-0.346992670787933,0.0425167858908471,1,105
+"218","ran_vals","upstream_vcs_link","https://github.com/major/MySQLTuner-perl","D:week_offset",-0.290689334371278,0.131479278101062,-0.548383984162684,-0.0329946845798715,0,22
+"219","ran_vals","upstream_vcs_link","https://github.com/mapbox/leaflet-image","D:week_offset",-0.0715399432580352,0.0973370078228054,-0.262316972953627,0.119237086437557,1,165
+"220","ran_vals","upstream_vcs_link","https://github.com/mapbox/mapnik-vector-tile.git","D:week_offset",0.204737733119794,0.0472325088528628,0.112163716868713,0.297311749370874,2,389
+"221","ran_vals","upstream_vcs_link","https://github.com/markdown-it/markdown-it","D:week_offset",0.21700490500482,0.0428223425160022,0.133074655939818,0.300935154069823,2,398
+"222","ran_vals","upstream_vcs_link","https://github.com/math-comp/math-comp","D:week_offset",0.167435155210543,0.0555780621083291,0.0585041551476875,0.276366155273398,2,350
+"223","ran_vals","upstream_vcs_link","https://github.com/mathjax/MathJax","D:week_offset",0.178449854851806,0.0530470047933251,0.0744796359691653,0.282420073734447,2,362
+"224","ran_vals","upstream_vcs_link","https://github.com/matlab2tikz/matlab2tikz","D:week_offset",0.161596321385189,0.0486984260296406,0.0661491602633056,0.257043482507073,2,346
+"225","ran_vals","upstream_vcs_link","https://github.com/MatMoul/g810-led.git","D:week_offset",0.189360070718518,0.0526087803770516,0.0862487559089191,0.292471385528116,2,375
+"226","ran_vals","upstream_vcs_link","https://github.com/matrix-org/synapse.git","D:week_offset",0.27712835904202,0.0347305626408122,0.209057707103215,0.345199010980824,2,444
+"227","ran_vals","upstream_vcs_link","https://github.com/matthewdeanmartin/terminaltables","D:week_offset",-0.0988719674007323,0.0981037534537181,-0.291151790918217,0.0934078561167522,1,147
+"228","ran_vals","upstream_vcs_link","https://github.com/maxmind/geoip-api-perl.git","D:week_offset",-0.195954434518958,0.118382668478259,-0.427980201130092,0.0360713320921749,1,68
+"229","ran_vals","upstream_vcs_link","https://github.com/mfontanini/libtins.git","D:week_offset",0.171303709174061,0.0494371280830271,0.0744087186322345,0.268198699715888,2,355
+"230","ran_vals","upstream_vcs_link","https://github.com/michaelrsweet/htmldoc.git","D:week_offset",-0.123070597857437,0.108884961350016,-0.336481200561505,0.0903400048466309,1,134
+"231","ran_vals","upstream_vcs_link","https://github.com/mishoo/UglifyJS2","D:week_offset",0.254752857288749,0.0392328867357064,0.177857812277225,0.331647902300272,2,431
+"232","ran_vals","upstream_vcs_link","https://github.com/mlpack/ensmallen","D:week_offset",0.135194183836031,0.0535392781275701,0.0302591269477209,0.240129240724342,2,326
+"233","ran_vals","upstream_vcs_link","https://github.com/mlpack/mlpack","D:week_offset",0.193547250528543,0.04541153349532,0.104542280394982,0.282552220662105,2,380
+"234","ran_vals","upstream_vcs_link","https://github.com/moment/moment.git","D:week_offset",0.116182289381299,0.0571698649305788,0.00413141311634557,0.228233165646253,2,313
+"235","ran_vals","upstream_vcs_link","https://github.com/mongodb/mongo-c-driver","D:week_offset",-0.135121387102531,0.0981984456818309,-0.327586803976733,0.0573440297716697,1,122
+"236","ran_vals","upstream_vcs_link","https://github.com/mongoengine/flask-mongoengine","D:week_offset",-0.0953139285737168,0.0984778975568073,-0.288327061058284,0.0976992039108504,1,152
+"237","ran_vals","upstream_vcs_link","https://github.com/Mottie/tablesorter.git","D:week_offset",0.22333978553947,0.0425540214014841,0.139935436195214,0.306744134883725,2,404
+"238","ran_vals","upstream_vcs_link","https://github.com/mqttjs/mqtt-packet","D:week_offset",-0.109174604850249,0.101514231064515,-0.308138841654976,0.0897896319544786,1,141
+"239","ran_vals","upstream_vcs_link","https://github.com/mruby-debian/mruby","D:week_offset",0.25713897514008,0.0380535287415275,0.182555429322027,0.331722520958134,2,435
+"240","ran_vals","upstream_vcs_link","https://github.com/mvz/ruby-gir-ffi","D:week_offset",0.0569687053918896,0.0705283378559419,-0.0812642966952293,0.195201707479009,1,262
+"241","ran_vals","upstream_vcs_link","https://github.com/mypaint/libmypaint","D:week_offset",0.103124842123894,0.0641620480805529,-0.0226304612883175,0.228880145536105,1,304
+"242","ran_vals","upstream_vcs_link","https://github.com/mypaint/mypaint","D:week_offset",0.0913991016349386,0.0618465535161691,-0.0298179158246817,0.212616119094559,1,287
+"243","ran_vals","upstream_vcs_link","https://github.com/NagiosEnterprises/nrpe.git","D:week_offset",-0.334739739229776,0.141501450408463,-0.612077485790544,-0.0574019926690077,0,12
+"244","ran_vals","upstream_vcs_link","https://github.com/namhyung/uftrace","D:week_offset",0.217644115927815,0.0422871430947688,0.134762838452976,0.300525393402653,2,400
+"245","ran_vals","upstream_vcs_link","https://github.com/netty/netty","D:week_offset",-0.178282114768484,0.106583959115384,-0.387182835964326,0.0306186064273575,1,81
+"246","ran_vals","upstream_vcs_link","https://github.com/nicolargo/glances","D:week_offset",-0.334848788609973,0.141494540026451,-0.612172991070879,-0.0575245861490672,0,4
+"247","ran_vals","upstream_vcs_link","https://github.com/nikic/PHP-Parser","D:week_offset",-0.255539022864498,0.125630952887598,-0.501771165867638,-0.009306879861358,0,36
+"248","ran_vals","upstream_vcs_link","https://github.com/ninja-build/ninja.git","D:week_offset",0.0283312721545057,0.0726569859291162,-0.114073803491796,0.170736347800807,1,239
+"249","ran_vals","upstream_vcs_link","https://github.com/nixxcode/amsynth.git","D:week_offset",0.0330425476156303,0.0715872704477745,-0.107265924213536,0.173351019444797,1,245
+"250","ran_vals","upstream_vcs_link","https://github.com/nodejs/node-gyp.git","D:week_offset",0.0437919491335374,0.0782115344187217,-0.109499841502772,0.197083739769847,1,257
+"251","ran_vals","upstream_vcs_link","https://github.com/nojhan/liquidprompt.git","D:week_offset",-0.106042248062512,0.0896842664535396,-0.281820180291343,0.0697356841663191,1,143
+"252","ran_vals","upstream_vcs_link","https://github.com/npm/abbrev-js","D:week_offset",-0.165416414696213,0.11633418774536,-0.39342723284784,0.0625944034554141,1,92
+"253","ran_vals","upstream_vcs_link","https://github.com/npm/nopt","D:week_offset",-0.127925156941026,0.102287097464432,-0.328404184054452,0.0725538701724,1,131
+"254","ran_vals","upstream_vcs_link","https://github.com/ntop/nDPI.git","D:week_offset",-0.13942854456366,0.093984533375278,-0.323634845083008,0.0447777559556873,1,118
+"255","ran_vals","upstream_vcs_link","https://github.com/Nuitka/Nuitka","D:week_offset",0.0375917649627423,0.07807255369909,-0.115427628468543,0.190611158394028,1,249
+"256","ran_vals","upstream_vcs_link","https://github.com/numba/numba.git","D:week_offset",0.0947162869514722,0.0579162984775946,-0.0187975721824851,0.20823014608543,1,295
+"257","ran_vals","upstream_vcs_link","https://github.com/nvbn/thefuck.git","D:week_offset",0.179765479103064,0.0495057692354254,0.0827359543746788,0.276795003831449,2,365
+"258","ran_vals","upstream_vcs_link","https://github.com/oauth-xx/oauth-ruby","D:week_offset",-0.00660475066372422,0.0858589686675826,-0.174885237001939,0.161675735674491,1,215
+"259","ran_vals","upstream_vcs_link","https://github.com/ocaml/dune.git","D:week_offset",0.261781393888656,0.0366685231577556,0.189912409133182,0.33365037864413,2,440
+"260","ran_vals","upstream_vcs_link","https://github.com/OCamlPro/alt-ergo.git","D:week_offset",0.126950211412591,0.0598922016625649,0.0095636531991542,0.244336769626028,2,319
+"261","ran_vals","upstream_vcs_link","https://github.com/ocsigen/js_of_ocaml.git","D:week_offset",0.0772153299535634,0.0657602717547162,-0.051672434299247,0.206103094206374,1,277
+"262","ran_vals","upstream_vcs_link","https://github.com/olive-editor/olive","D:week_offset",-0.205459345776452,0.11328082194423,-0.427485676926237,0.0165669853733337,1,63
+"263","ran_vals","upstream_vcs_link","https://github.com/oneapi-src/oneTBB.git","D:week_offset",0.171085696145547,0.0490695130527152,0.0749112178233075,0.267260174467787,2,354
+"264","ran_vals","upstream_vcs_link","https://github.com/open-power/skiboot.git","D:week_offset",-0.304240471643869,0.134652108222247,-0.568153754201863,-0.0403271890858756,0,18
+"265","ran_vals","upstream_vcs_link","https://github.com/openalpr/openalpr","D:week_offset",-0.169529507284275,0.107334999138445,-0.379902239876266,0.0408432253077147,1,90
+"266","ran_vals","upstream_vcs_link","https://github.com/opencontainers/runc","D:week_offset",0.140442352250255,0.0515600158159054,0.0393865782087646,0.241498126291745,2,330
+"267","ran_vals","upstream_vcs_link","https://github.com/OpenPrinting/cups-filters","D:week_offset",-0.256586610240363,0.124032567025479,-0.499685974520351,-0.0134872459603748,0,35
+"268","ran_vals","upstream_vcs_link","https://github.com/openstreetmap/osm2pgsql.git","D:week_offset",0.159377793855325,0.0508263525045691,0.0597599734808322,0.258995614229817,2,343
+"269","ran_vals","upstream_vcs_link","https://github.com/openSUSE/open-build-service","D:week_offset",-0.201795353200746,0.110083747286152,-0.417555533164813,0.0139648267633219,1,66
+"270","ran_vals","upstream_vcs_link","https://github.com/OpenTTD/OpenTTD.git","D:week_offset",0.171458578332046,0.0491411425745116,0.0751437087268558,0.267773447937237,2,356
+"271","ran_vals","upstream_vcs_link","https://github.com/osantana/dicteval.git","D:week_offset",-0.208807160134703,0.11537847696488,-0.434944819576952,0.0173304993075465,1,62
+"272","ran_vals","upstream_vcs_link","https://github.com/OSGeo/PROJ.git","D:week_offset",0.017587225522235,0.072609167495144,-0.124724127715684,0.159898578760154,1,234
+"273","ran_vals","upstream_vcs_link","https://github.com/OSGeo/shapelib.git","D:week_offset",-0.204077841894851,0.11932846660409,-0.437957338769258,0.0298016549795574,1,64
+"274","ran_vals","upstream_vcs_link","https://github.com/osmcode/libosmium.git","D:week_offset",0.170704339759119,0.050682735593534,0.0713680033578266,0.270040676160412,2,353
+"275","ran_vals","upstream_vcs_link","https://github.com/osmcode/osmium-tool.git","D:week_offset",-0.00804587003156159,0.0783466569808545,-0.16160249602315,0.145510755960027,1,213
+"276","ran_vals","upstream_vcs_link","https://github.com/P403n1x87/austin","D:week_offset",-0.130340543559111,0.0980123173630843,-0.322441155632065,0.0617600685138444,1,127
+"277","ran_vals","upstream_vcs_link","https://github.com/PDAL/PDAL.git","D:week_offset",0.205839785781369,0.0438112737358503,0.119971267142277,0.291708304420461,2,390
+"278","ran_vals","upstream_vcs_link","https://github.com/pdfminer/pdfminer.six.git","D:week_offset",-0.162891375056092,0.101465602220836,-0.361760301078599,0.0359775509664144,1,95
+"279","ran_vals","upstream_vcs_link","https://github.com/pgbackrest/pgbackrest","D:week_offset",0.232272039448496,0.0420392551515169,0.149876613414633,0.314667465482359,2,415
+"280","ran_vals","upstream_vcs_link","https://github.com/pgRouting/pgrouting.git","D:week_offset",0.19132003356135,0.0470312491017457,0.0991404791739966,0.283499587948703,2,378
+"281","ran_vals","upstream_vcs_link","https://github.com/philpem/printer-driver-ptouch.git","D:week_offset",0.153969611687296,0.060487221044637,0.0354168369148945,0.272522386459698,2,339
+"282","ran_vals","upstream_vcs_link","https://github.com/phpmyadmin/motranslator","D:week_offset",-0.0454762860188925,0.0858305981404842,-0.213701167145772,0.122748595107987,1,185
+"283","ran_vals","upstream_vcs_link","https://github.com/plastex/plastex","D:week_offset",-0.334774830639485,0.141499226397357,-0.612108218218584,-0.0574414430603865,0,11
+"284","ran_vals","upstream_vcs_link","https://github.com/plotly/plotly.R.git","D:week_offset",0.194921816717043,0.0459049929811528,0.104949683763419,0.284893949670666,2,381
+"285","ran_vals","upstream_vcs_link","https://github.com/porridge/bambam","D:week_offset",0.0875275955009818,0.0706385648522898,-0.0509214475291032,0.225976638531067,1,285
+"286","ran_vals","upstream_vcs_link","https://github.com/PracticallyGreen/omniauth-saml.git","D:week_offset",-0.0553357263651031,0.0860900413339854,-0.224069106807279,0.113397654077073,1,175
+"287","ran_vals","upstream_vcs_link","https://github.com/prawnpdf/prawn","D:week_offset",0.0883400964203192,0.0610239918515002,-0.0312647298014869,0.207944922642125,1,286
+"288","ran_vals","upstream_vcs_link","https://github.com/prehor/amavisd-milter","D:week_offset",-0.144361618545494,0.0994847696044122,-0.339348183980407,0.050624946889419,1,112
+"289","ran_vals","upstream_vcs_link","https://github.com/processone/eimp.git","D:week_offset",-0.223778370965765,0.120886720348853,-0.460711989058682,0.0131552471271511,1,50
+"290","ran_vals","upstream_vcs_link","https://github.com/processone/fast_tls.git","D:week_offset",-0.212197845036426,0.117932930589018,-0.443342141582163,0.0189464515093121,1,59
+"291","ran_vals","upstream_vcs_link","https://github.com/processone/pkix.git","D:week_offset",-0.0887376371986876,0.101105693631051,-0.286901155347488,0.109425880950113,1,160
+"292","ran_vals","upstream_vcs_link","https://github.com/processone/stun.git","D:week_offset",-0.22372532775103,0.120887889887655,-0.460661238097878,0.0132105825958188,1,51
+"293","ran_vals","upstream_vcs_link","https://github.com/prometheus/haproxy_exporter","D:week_offset",-0.0456122080012932,0.0876964881117764,-0.21749416627102,0.126269750268434,1,184
+"294","ran_vals","upstream_vcs_link","https://github.com/prometheus/mysqld_exporter","D:week_offset",-0.137806268907847,0.0998295570437193,-0.333468605306124,0.0578560674904296,1,120
+"295","ran_vals","upstream_vcs_link","https://github.com/prometheus/node_exporter","D:week_offset",-0.0119951947269423,0.0783436965314756,-0.16554601834437,0.141555628890485,1,208
+"296","ran_vals","upstream_vcs_link","https://github.com/prometheus/pushgateway","D:week_offset",-0.186847453901605,0.108708190365421,-0.399911591842355,0.0262166840391448,1,75
+"297","ran_vals","upstream_vcs_link","https://github.com/prometheus/snmp_exporter","D:week_offset",0.00372086536451114,0.0838538604195164,-0.16062968102239,0.168071411751412,1,223
+"298","ran_vals","upstream_vcs_link","https://github.com/psf/black.git","D:week_offset",-0.0740953961261321,0.083031715122971,-0.236834567341745,0.0886437750894808,1,164
+"299","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/clj-kitchensink.git","D:week_offset",0.00745807632787505,0.0826734433117952,-0.154578895041157,0.169495047696907,1,227
+"300","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/marionette-collective","D:week_offset",-0.0538486494152322,0.0868134432716265,-0.223999871601531,0.116302572771067,1,178
+"301","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-apache","D:week_offset",0.23110181270681,0.0413380884963736,0.150080648064188,0.312122977349431,2,414
+"302","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-concat","D:week_offset",0.0698606200937709,0.0685226142588094,-0.0644412359800261,0.204162476167568,1,272
+"303","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-firewall","D:week_offset",-0.0119912962087839,0.0790578038057011,-0.166941744364792,0.142959151947224,1,209
+"304","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-mysql","D:week_offset",0.163084253131231,0.0517718678871644,0.0616132566600226,0.264555249602439,2,348
+"305","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-ntp.git","D:week_offset",0.0105304379007824,0.0822253235898712,-0.150628234952517,0.171689110754082,1,228
+"306","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-postgresql.git","D:week_offset",0.137021962053343,0.0549250017086314,0.0293709368536242,0.244672987253061,2,328
+"307","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-xinetd","D:week_offset",-0.223570362628536,0.118245072141383,-0.455326445374988,0.0081857201179151,1,52
+"308","ran_vals","upstream_vcs_link","https://github.com/py-pdf/pypdf","D:week_offset",0.208854203633928,0.0443739078902332,0.121882942315773,0.295825464952083,2,392
+"309","ran_vals","upstream_vcs_link","https://github.com/pydanny/cached-property.git","D:week_offset",-0.221383670265904,0.118377879385075,-0.453400050426877,0.0106327098950685,1,55
+"310","ran_vals","upstream_vcs_link","https://github.com/pydicom/pydicom.git","D:week_offset",0.155947435493595,0.0509040680269444,0.056177295494207,0.255717575492983,2,341
+"311","ran_vals","upstream_vcs_link","https://github.com/pyjokes/pyjokes","D:week_offset",-0.223085154340366,0.121756302626338,-0.461723122378749,0.0155528136980159,1,53
+"312","ran_vals","upstream_vcs_link","https://github.com/pypa/pipenv.git","D:week_offset",0.325507225367767,0.0313124903571578,0.26413587200148,0.386878578734054,2,451
+"313","ran_vals","upstream_vcs_link","https://github.com/pyparsing/pyparsing","D:week_offset",0.129828685510131,0.0559161805720658,0.020234985435844,0.239422385584419,2,322
+"314","ran_vals","upstream_vcs_link","https://github.com/pytest-dev/pytest-bdd.git","D:week_offset",-0.0601793206416417,0.083035923757485,-0.222926740629326,0.102568099346043,1,172
+"315","ran_vals","upstream_vcs_link","https://github.com/python-bugzilla/python-bugzilla","D:week_offset",-0.119348473258579,0.101169992958966,-0.317638015774324,0.0789410692571656,1,137
+"316","ran_vals","upstream_vcs_link","https://github.com/python-social-auth/social-app-django.git","D:week_offset",-0.177408722659052,0.105930502511918,-0.385028692446641,0.0302112471285372,1,82
+"317","ran_vals","upstream_vcs_link","https://github.com/rackerlabs/kthresher","D:week_offset",-0.0106228860282425,0.0861436334508476,-0.179461305089324,0.158215533032839,1,211
+"318","ran_vals","upstream_vcs_link","https://github.com/rails/jbuilder","D:week_offset",-0.0939873035030945,0.0998771407052704,-0.289742902164264,0.101768295158075,1,153
+"319","ran_vals","upstream_vcs_link","https://github.com/rails/jquery-rails.git","D:week_offset",-0.144392021239864,0.100851345676365,-0.342057026557939,0.0532729840782114,1,111
+"320","ran_vals","upstream_vcs_link","https://github.com/rails/rails-dom-testing","D:week_offset",-0.163824050399825,0.116364421552731,-0.391894125725014,0.0642460249253636,1,94
+"321","ran_vals","upstream_vcs_link","https://github.com/rails/rails-html-sanitizer","D:week_offset",-0.284584752773216,0.132966579027931,-0.54519445881546,-0.0239750467309718,0,25
+"322","ran_vals","upstream_vcs_link","https://github.com/rails/sprockets.git","D:week_offset",-0.0923851570561409,0.092681361842319,-0.274037288305211,0.0892669741929292,1,155
+"323","ran_vals","upstream_vcs_link","https://github.com/rakhimov/scram.git","D:week_offset",0.0423531419570673,0.0653767466147601,-0.0857829268342634,0.170489210748398,1,254
+"324","ran_vals","upstream_vcs_link","https://github.com/ranger/ranger.git","D:week_offset",-0.334821051897579,0.141496297426837,-0.612148698799948,-0.0574934049952109,0,9
+"325","ran_vals","upstream_vcs_link","https://github.com/Ranks/emojione","D:week_offset",0.0578950502841793,0.0677132765945846,-0.0748205331164054,0.190610633684764,1,263
+"326","ran_vals","upstream_vcs_link","https://github.com/rbenv/ruby-build.git","D:week_offset",0.00398949579753399,0.0799906483325196,-0.152789294034213,0.160768285629281,1,224
+"327","ran_vals","upstream_vcs_link","https://github.com/rclone/rclone.git","D:week_offset",0.0946490040630817,0.0591979656796455,-0.0213768766270616,0.210674884753225,1,294
+"328","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/dcfldd","D:week_offset",-0.18416972285437,0.115894170211207,-0.41131812248649,0.0429786767777504,1,78
+"329","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/nbtscan","D:week_offset",-0.153706776181083,0.110853044982533,-0.370974751923447,0.0635611995612815,1,103
+"330","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/openrdate","D:week_offset",-0.128497440076107,0.105281225265823,-0.334844849845367,0.0778499696931534,1,128
+"331","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/packit","D:week_offset",0.015574747103771,0.0802921399287944,-0.141794955398316,0.172944449605858,1,232
+"332","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/scrot","D:week_offset",-0.171808846501007,0.115595225323832,-0.39837132492051,0.0547536319184967,1,87
+"333","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/sniffit","D:week_offset",-0.334929781282399,0.141489409329866,-0.612243927762783,-0.0576156348020159,0,2
+"334","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/stress","D:week_offset",-0.0900565020688873,0.100873175246157,-0.287764292557552,0.107651288419777,1,158
+"335","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/txt2html","D:week_offset",-0.187791327389093,0.116869465801301,-0.416851271252079,0.0412686164738934,1,73
+"336","ran_vals","upstream_vcs_link","https://github.com/RiotGames/buff-extensions","D:week_offset",-0.240218736933743,0.123013960500652,-0.481321669110653,0.000884195243167546,1,44
+"337","ran_vals","upstream_vcs_link","https://github.com/robert7/nixnote2","D:week_offset",0.24865244311437,0.0402228357835062,0.169817133622628,0.32748775260611,2,426
+"338","ran_vals","upstream_vcs_link","https://github.com/ropensci/RNeXML.git","D:week_offset",0.146161173006518,0.0566627645500054,0.0351041952240349,0.257218150789002,2,334
+"339","ran_vals","upstream_vcs_link","https://github.com/ros/robot_state_publisher","D:week_offset",-0.114755900907588,0.108352719108675,-0.327123327987576,0.0976115261723997,1,139
+"340","ran_vals","upstream_vcs_link","https://github.com/royhills/arp-scan","D:week_offset",0.0854860105641233,0.0678154970414062,-0.0474299212307155,0.218401942358962,1,282
+"341","ran_vals","upstream_vcs_link","https://github.com/rr-debugger/rr.git","D:week_offset",0.235733076051872,0.0404262226168455,0.156499135691857,0.314967016411888,2,419
+"342","ran_vals","upstream_vcs_link","https://github.com/rsnapshot/rsnapshot.git","D:week_offset",-0.104542328350868,0.0927233265225759,-0.286276708861865,0.0771920521601278,1,144
+"343","ran_vals","upstream_vcs_link","https://github.com/rsyslog/rsyslog-doc","D:week_offset",-0.177402816052671,0.110530105909112,-0.394037842841929,0.0392322107365865,1,83
+"344","ran_vals","upstream_vcs_link","https://github.com/ruby-ldap/ruby-net-ldap.git","D:week_offset",0.132540039754133,0.0550245034443318,0.0246939947360426,0.240386084772223,2,325
+"345","ran_vals","upstream_vcs_link","https://github.com/scikit-learn-contrib/imbalanced-learn.git","D:week_offset",0.239748883778345,0.0412393773030679,0.158921189519474,0.320576578037217,2,421
+"346","ran_vals","upstream_vcs_link","https://github.com/scop/bash-completion","D:week_offset",-0.0635445893444166,0.0834985838373254,-0.227198806425673,0.100109627736839,1,169
+"347","ran_vals","upstream_vcs_link","https://github.com/seccomp/libseccomp","D:week_offset",-0.13209838552605,0.0998305487397785,-0.327762665612887,0.0635658945607859,1,125
+"348","ran_vals","upstream_vcs_link","https://github.com/selectize/selectize.js","D:week_offset",-0.305003457763791,0.134780320947821,-0.569168032646269,-0.0408388828813127,0,17
+"349","ran_vals","upstream_vcs_link","https://github.com/SELinuxProject/selinux.git","D:week_offset",0.0443012056599956,0.0723419671434813,-0.0974864445120077,0.186088855831999,1,258
+"350","ran_vals","upstream_vcs_link","https://github.com/SethMMorton/natsort.git","D:week_offset",-0.18493869355834,0.117250983720291,-0.414746398802004,0.0448690116853231,1,77
+"351","ran_vals","upstream_vcs_link","https://github.com/silx-kit/pyFAI","D:week_offset",0.252273846984101,0.0383261542692981,0.177155964950351,0.327391729017851,2,430
+"352","ran_vals","upstream_vcs_link","https://github.com/simd-everywhere/simde","D:week_offset",0.227940511666148,0.0407672602160083,0.148038149894399,0.307842873437897,2,409
+"353","ran_vals","upstream_vcs_link","https://github.com/sinatra/sinatra.git","D:week_offset",0.0703565778526629,0.067247678312809,-0.061446449684378,0.202159605389704,1,273
+"354","ran_vals","upstream_vcs_link","https://github.com/skvadrik/re2c","D:week_offset",0.170660839367723,0.0527296843442051,0.0673125571369151,0.27400912159853,2,352
+"355","ran_vals","upstream_vcs_link","https://github.com/slime/slime","D:week_offset",-0.140825363905446,0.0938187123553539,-0.324706661197862,0.043055933386971,1,116
+"356","ran_vals","upstream_vcs_link","https://github.com/smarty-php/smarty.git","D:week_offset",0.0313964129654055,0.0743180954666842,-0.114264377548905,0.177057203479716,1,243
+"357","ran_vals","upstream_vcs_link","https://github.com/solnic/virtus.git","D:week_offset",0.269258219332825,0.0411650192190854,0.188576264240519,0.349940174425132,2,441
+"358","ran_vals","upstream_vcs_link","https://github.com/sopel-irc/sopel.git","D:week_offset",0.215859419846567,0.0432037713664852,0.131181583971953,0.300537255721181,2,396
+"359","ran_vals","upstream_vcs_link","https://github.com/spacetelescope/gwcs","D:week_offset",0.0933301387514038,0.0629573662835658,-0.0300640317258815,0.216724309228689,1,292
+"360","ran_vals","upstream_vcs_link","https://github.com/squizlabs/PHP_CodeSniffer","D:week_offset",0.142826093444399,0.0526245749836809,0.0396838217746569,0.245968365114141,2,332
+"361","ran_vals","upstream_vcs_link","https://github.com/stachenov/quazip.git","D:week_offset",-0.0912984565493508,0.0970172962736509,-0.281448863123159,0.0988519500244569,1,156
+"362","ran_vals","upstream_vcs_link","https://github.com/stephane/libmodbus.git","D:week_offset",-0.0350567517681284,0.0929734638803781,-0.217281392491605,0.147167888955348,1,191
+"363","ran_vals","upstream_vcs_link","https://github.com/supercollider/supercollider.git","D:week_offset",0.228943114426499,0.0411983991681031,0.148195735836312,0.309690493016686,2,411
+"364","ran_vals","upstream_vcs_link","https://github.com/swaywm/wlroots","D:week_offset",0.128925777103183,0.054030043753924,0.0230288372623686,0.234822716943997,2,321
+"365","ran_vals","upstream_vcs_link","https://github.com/syncthing/syncthing.git","D:week_offset",0.230231848587736,0.0413497993067567,0.149187731178534,0.311275965996939,2,413
+"366","ran_vals","upstream_vcs_link","https://github.com/tarantool/tarantool","D:week_offset",0.249627175075113,0.0386433593940778,0.173887582421083,0.325366767729143,2,428
+"367","ran_vals","upstream_vcs_link","https://github.com/terser/terser","D:week_offset",0.25515984976516,0.0393669797479624,0.178001987279036,0.332317712251284,2,433
+"368","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/factory_girl.git","D:week_offset",-0.0545233371165453,0.0918581149103298,-0.234561934028533,0.125515259795443,1,177
+"369","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/shoulda-matchers","D:week_offset",0.0325021013400627,0.0695379057562292,-0.103789689502487,0.168793892182612,1,244
+"370","ran_vals","upstream_vcs_link","https://github.com/tinfoil/devise-two-factor.git","D:week_offset",-0.103297602364902,0.101326123257266,-0.30189315464221,0.0952979499124053,1,145
+"371","ran_vals","upstream_vcs_link","https://github.com/tkf/emacs-jedi.git","D:week_offset",0.178256553329708,0.05401692193504,0.0723853317813185,0.284127774878098,2,361
+"372","ran_vals","upstream_vcs_link","https://github.com/tmuxinator/tmuxinator","D:week_offset",-0.0890921848672468,0.0905084347317779,-0.266485457238626,0.088301087504132,1,159
+"373","ran_vals","upstream_vcs_link","https://github.com/totalopenstation/totalopenstation.git","D:week_offset",-0.0385835361570533,0.0862538052857206,-0.207637888046596,0.13047081573249,1,188
+"374","ran_vals","upstream_vcs_link","https://github.com/tpm2-software/tpm2-abrmd.git","D:week_offset",0.107410190433084,0.0572816786866789,-0.00485983676680177,0.219680217632971,1,307
+"375","ran_vals","upstream_vcs_link","https://github.com/tqdm/tqdm.git","D:week_offset",0.0147012602863836,0.0770707853785029,-0.136354703315698,0.165757223888465,1,231
+"376","ran_vals","upstream_vcs_link","https://github.com/troglobit/inadyn","D:week_offset",-0.33483685432411,0.141495296162335,-0.612162538784114,-0.057511169864105,0,5
+"377","ran_vals","upstream_vcs_link","https://github.com/Tux/Text-CSV_XS.git","D:week_offset",-0.0403650823102446,0.0884896669350655,-0.213801642506918,0.133071477886429,1,187
+"378","ran_vals","upstream_vcs_link","https://github.com/twbs/bootstrap-sass","D:week_offset",0.0398299561986992,0.0709711857805865,-0.0992710118713516,0.17893092426875,1,252
+"379","ran_vals","upstream_vcs_link","https://github.com/twisted/twisted.git","D:week_offset",0.277696085904428,0.0347779342199081,0.209532587376705,0.345859584432151,2,445
+"380","ran_vals","upstream_vcs_link","https://github.com/ua-parser/uap-core.git","D:week_offset",-0.285312492326416,0.131684798772443,-0.543409955231808,-0.0272150294210241,0,24
+"381","ran_vals","upstream_vcs_link","https://github.com/un33k/django-ipware","D:week_offset",-0.309472747520397,0.137467430705487,-0.578903960750407,-0.0400415342903868,0,14
+"382","ran_vals","upstream_vcs_link","https://github.com/unknown-horizons/unknown-horizons.git","D:week_offset",0.278428404383139,0.0349733069565979,0.209881982327943,0.346974826438335,2,446
+"383","ran_vals","upstream_vcs_link","https://github.com/varietywalls/variety.git","D:week_offset",0.123296679287384,0.0594184081413671,0.00683873931160325,0.239754619263165,2,317
+"384","ran_vals","upstream_vcs_link","https://github.com/varvet/pundit","D:week_offset",-0.0273170300857829,0.083572373559724,-0.191115872365369,0.136481812193804,1,197
+"385","ran_vals","upstream_vcs_link","https://github.com/vim-airline/vim-airline.git","D:week_offset",0.0237880617605628,0.0691460200930924,-0.111735647296181,0.159311770817307,1,237
+"386","ran_vals","upstream_vcs_link","https://github.com/vim-syntastic/syntastic","D:week_offset",0.0294732594347098,0.0678236605490841,-0.103458672541165,0.162405191410585,1,241
+"387","ran_vals","upstream_vcs_link","https://github.com/virt-manager/virt-manager","D:week_offset",0.183727000872178,0.0467964300146003,0.0920076834385126,0.275446318305844,2,369
+"388","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/beaker","D:week_offset",0.248905354600188,0.0391506431196873,0.17217150411402,0.325639205086356,2,427
+"389","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/librarian-puppet.git","D:week_offset",0.0621428407245543,0.0731574337422764,-0.0812430946116827,0.205528776060791,1,266
+"390","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/pypuppetdb","D:week_offset",-0.106272520376908,0.0933327154863476,-0.289201281309473,0.0766562405556574,1,142
+"391","ran_vals","upstream_vcs_link","https://github.com/webcamoid/webcamoid.git","D:week_offset",-0.0346560327396472,0.0849488773010792,-0.201152772776874,0.13184070729758,1,193
+"392","ran_vals","upstream_vcs_link","https://github.com/websocket-client/websocket-client","D:week_offset",0.178968028891956,0.0509211323593851,0.0791644434155645,0.278771614368348,2,363
+"393","ran_vals","upstream_vcs_link","https://github.com/X0rg/CPU-X.git","D:week_offset",-0.302701845582222,0.134397753686189,-0.566116602410237,-0.0392870887542069,0,19
+"394","ran_vals","upstream_vcs_link","https://github.com/Xastir/Xastir.git","D:week_offset",-0.229756791737895,0.127158643935148,-0.478983154173738,0.0194695706979482,1,47
+"395","ran_vals","upstream_vcs_link","https://github.com/Xaviju/inkscape-open-symbols","D:week_offset",-0.137677827607829,0.10002810043158,-0.333729301895681,0.0583736466800233,1,121
+"396","ran_vals","upstream_vcs_link","https://github.com/xtaran/unburden-home-dir","D:week_offset",-0.00210658585998893,0.083081500847926,-0.164943335303458,0.16073016358348,1,220
+"397","ran_vals","upstream_vcs_link","https://github.com/ycm-core/ycmd","D:week_offset",-0.0910610215265085,0.0901119022746985,-0.267677104563311,0.0855550615102935,1,157
+"398","ran_vals","upstream_vcs_link","https://github.com/ycm-core/YouCompleteMe","D:week_offset",0.24354570006473,0.039769847968263,0.165598230376301,0.321493169753159,2,424
+"399","ran_vals","upstream_vcs_link","https://github.com/yrro/command-t","D:week_offset",-0.154582172792726,0.106404439829734,-0.363131042654164,0.0539666970687117,1,102
+"400","ran_vals","upstream_vcs_link","https://github.com/ytdl-org/youtube-dl.git","D:week_offset",0.286113494686348,0.0338299773141042,0.219807957552897,0.352419031819799,2,449
+"401","ran_vals","upstream_vcs_link","https://github.com/zaach/jison","D:week_offset",-0.334828462805509,0.14149582785397,-0.61215518936197,-0.0575017362490488,0,7
+"402","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-builder-gradle-debian-packaging.git","D:week_offset",-0.283882224932748,0.131444571055024,-0.541508850163912,-0.0262555997015848,0,26
+"403","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-debian-packaging.git","D:week_offset",-0.144477283915902,0.0993448591490869,-0.339189629897317,0.0502350620655128,1,110
+"404","ran_vals","upstream_vcs_link","https://github.com/zeromq/czmq.git","D:week_offset",0.218275939910604,0.0413048256564852,0.137319969236186,0.29923191058502,2,401
+"405","ran_vals","upstream_vcs_link","https://github.com/zkat/ssri.git","D:week_offset",-0.132344026956926,0.0978974635988727,-0.324219529788537,0.0595314758746852,1,124
+"406","ran_vals","upstream_vcs_link","https://github.com/zloirock/core-js.git","D:week_offset",0.0429263113842989,0.0657164477609955,-0.0858755594191601,0.171728182187758,1,255
+"407","ran_vals","upstream_vcs_link","https://github.com/zmartzone/cjose.git","D:week_offset",-0.186470097918404,0.118545570021625,-0.41881514568756,0.0458749498507522,1,76
+"408","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/BTrees.git","D:week_offset",-0.278508106889959,0.131715745468127,-0.536666224204332,-0.0203499895755863,0,28
+"409","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.deprecation.git","D:week_offset",-0.245622918222784,0.123805952581619,-0.488278126354431,-0.00296771009113653,0,39
+"410","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.event","D:week_offset",-0.222258775751392,0.124840620649363,-0.46694189603177,0.0224243445289862,1,54
+"411","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.i18nmessageid","D:week_offset",-0.197264795449736,0.11195691162524,-0.416696310055539,0.0221667191560681,1,67
+"412","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.interface.git","D:week_offset",-0.283766115712338,0.13144919576564,-0.541401805209747,-0.0261304262149277,0,27
+"413","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.proxy","D:week_offset",-0.309395608015603,0.137471611193359,-0.578835014851279,-0.0399562011799267,0,16
+"414","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.schema","D:week_offset",-0.255280623962126,0.124792594009282,-0.499869613757648,-0.0106916341666047,0,37
+"415","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testing","D:week_offset",-0.271124699338587,0.130208223046255,-0.526328127000206,-0.0159212716769684,0,33
+"416","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testrunner","D:week_offset",-0.248776776744896,0.123390787259909,-0.490618275798361,-0.00693527769143087,0,38
+"417","ran_vals","upstream_vcs_link","https://github.com/zsh-users/antigen","D:week_offset",-0.0176952956095648,0.0778215376612912,-0.170222706647223,0.134832115428093,1,205
+"418","ran_vals","upstream_vcs_link","https://gitlab.com/gnutls/libtasn1","D:week_offset",-0.0178917508276344,0.090029114489482,-0.194345572787052,0.158562071131783,1,203
+"419","ran_vals","upstream_vcs_link","https://gitlab.com/ixion/ixion.git","D:week_offset",-0.125592513212179,0.10064448272241,-0.322852074590765,0.0716670481664082,1,133
+"420","ran_vals","upstream_vcs_link","https://gitlab.com/libidn/libidn2","D:week_offset",0.0599689388157255,0.064947371952433,-0.0673255711015701,0.187263448733021,1,264
+"421","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/libosinfo.git","D:week_offset",0.12792610854789,0.0590015276713536,0.012285239279193,0.243566977816586,2,320
+"422","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db-tools.git","D:week_offset",0.0164896797358552,0.0798342348165798,-0.139982545237955,0.172961904709665,1,233
+"423","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db.git","D:week_offset",0.198260145312253,0.0487964609914601,0.102620839195978,0.293899451428529,2,382
+"424","ran_vals","upstream_vcs_link","https://gitlab.com/o9000/tint2","D:week_offset",0.0292820875127336,0.0698191198154049,-0.107560872757747,0.166125047783214,1,240
+"425","ran_vals","upstream_vcs_link","https://gitlab.com/oath-toolkit/oath-toolkit","D:week_offset",-0.192491790879267,0.116656367682459,-0.42113407010415,0.0361504883456154,1,70
+"426","ran_vals","upstream_vcs_link","https://gitlab.com/orcus/orcus","D:week_offset",-0.161657168206873,0.101919852084514,-0.36141640760217,0.0381020711884235,1,97
+"427","ran_vals","upstream_vcs_link","https://gitlab.dune-project.org/core/dune-common","D:week_offset",0.160035647805326,0.0509163277404315,0.0602414792090425,0.259829816401609,2,344
+"428","ran_vals","upstream_vcs_link","https://gitlab.freedesktop.org/pulseaudio/pulseaudio.git","D:week_offset",0.0515521939392625,0.0657197566312385,-0.0772561621307024,0.180360550009227,1,261
+"429","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/balsa","D:week_offset",-0.0320583975096509,0.0799861961393769,-0.188828461203186,0.124711666183884,1,194
+"430","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/clutter.git","D:week_offset",-0.0349864881202833,0.0848730008298097,-0.201334513006548,0.131361536765982,1,192
+"431","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/folks","D:week_offset",-0.158485986570448,0.10833263402556,-0.370814047610904,0.0538420744700073,1,99
+"432","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gcr.git","D:week_offset",-0.187698088482895,0.110617617268612,-0.404504634385011,0.0291084574192201,1,74
+"433","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gdk-pixbuf","D:week_offset",0.0200552839174079,0.072955455369026,-0.122934781081602,0.163045348916418,1,236
+"434","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/geary.git","D:week_offset",0.184895130957516,0.0479581755127069,0.0908988341883599,0.278891427726673,2,371
+"435","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gjs.git","D:week_offset",0.169212221843761,0.0507290320260289,0.0697851461021654,0.268639297585357,2,351
+"436","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/glade","D:week_offset",0.14513052803948,0.0550565505671318,0.0372216718148938,0.253039384264067,2,333
+"437","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-builder.git","D:week_offset",0.227641337601734,0.0407547872985897,0.147763422298907,0.30751925290456,2,408
+"438","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-calendar.git","D:week_offset",-0.0597310041187655,0.0861195430289551,-0.228522206820565,0.109060198583034,1,173
+"439","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-clocks.git","D:week_offset",0.228316523600951,0.044016998214895,0.142044792392192,0.314588254809709,2,410
+"440","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-desktop.git","D:week_offset",0.0385433475867897,0.0713601866493135,-0.101320048175921,0.1784067433495,1,250
+"441","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gvfs.git","D:week_offset",-0.00444460747060116,0.0762769995748193,-0.153944779486024,0.145055564544822,1,216
+"442","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/json-glib.git","D:week_offset",-0.0854152996373558,0.0985406781529082,-0.278551479829209,0.107720880554497,1,161
+"443","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/libgweather.git","D:week_offset",0.13579981114601,0.0539373305821221,0.0300845857828203,0.2415150365092,2,327
+"444","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/template-glib.git","D:week_offset",-0.162838304519594,0.102837914185094,-0.364396912567599,0.0387203035284102,1,96
+"445","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/vala.git","D:week_offset",0.232513507621676,0.0408175399562042,0.152512599369991,0.31251441587336,2,417
+"446","ran_vals","upstream_vcs_link","https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb","D:week_offset",0.21403592076014,0.0416824285800636,0.132339861955052,0.295731979565227,2,395
+"447","ran_vals","upstream_vcs_link","https://invent.kde.org/office/ghostwriter","D:week_offset",-0.0183853730053331,0.0900791755236796,-0.194937312788807,0.158166566778141,1,202
+"448","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kscreen.git","D:week_offset",0.0478860906476422,0.0707524396306222,-0.0907861428467217,0.186558324142006,1,259
+"449","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kwin.git","D:week_offset",0.258292951134391,0.0369099302984599,0.185950817077526,0.330635085191256,2,436
+"450","ran_vals","upstream_vcs_link","https://salsa.debian.org/emacsen-team/magithub","D:week_offset",0.0917119172174654,0.0593860458034307,-0.0246825937415047,0.208106428176435,1,289
+"451","ran_vals","upstream_vcs_link","https://salsa.debian.org/ruby-team/ruby-github-markup","D:week_offset",-0.271216329142116,0.130204704388263,-0.526412860360797,-0.0160197979234356,0,31
diff --git a/final_data/deb_contrib_interaction_groupings_stale.csv b/final_data/deb_contrib_interaction_groupings_stale.csv
new file mode 100644
index 0000000..f889d28
--- /dev/null
+++ b/final_data/deb_contrib_interaction_groupings_stale.csv
@@ -0,0 +1,452 @@
+"","effect","group","level","term","estimate","std.error","conf.low","conf.high","ranef_grouping","rank"
+"1","ran_vals","upstream_vcs_link","git://git.lttng.org/lttng-ust.git","D:week_offset",-0.14343353126856,0.093590861545269,-0.326868249179362,0.0400011866422424,1,108
+"2","ran_vals","upstream_vcs_link","https://0xacab.org/schleuder/schleuder.git","D:week_offset",0.217521942173135,0.0403261803443731,0.138484081064096,0.296559803282173,2,391
+"3","ran_vals","upstream_vcs_link","https://bitbucket.org/sshguard/sshguard.git","D:week_offset",0.178816099543403,0.0468557313216902,0.0869805536836052,0.270651645403202,2,363
+"4","ran_vals","upstream_vcs_link","https://codeberg.org/freedroid/freedroid-src.git","D:week_offset",0.0149756524807766,0.073476679179275,-0.129035992414206,0.15898729737576,1,229
+"5","ran_vals","upstream_vcs_link","https://git.osgeo.org/gitea/postgis/postgis.git","D:week_offset",0.235789924147101,0.0375639676199696,0.162165900495532,0.30941394779867,2,405
+"6","ran_vals","upstream_vcs_link","https://github.com/01org/isa-l.git","D:week_offset",-0.0691011124385337,0.0869168160161968,-0.239454941481173,0.101252716604106,1,167
+"7","ran_vals","upstream_vcs_link","https://github.com/abishekvashok/cmatrix.git","D:week_offset",-0.117226933497625,0.100283994443394,-0.313779950832492,0.0793260838372428,1,135
+"8","ran_vals","upstream_vcs_link","https://github.com/AFLplusplus/AFLplusplus.git","D:week_offset",0.230055283316337,0.0401813331607999,0.151301317470364,0.30880924916231,2,403
+"9","ran_vals","upstream_vcs_link","https://github.com/ahmetb/kubectx","D:week_offset",-0.113898406495094,0.0926095598991827,-0.295409808521597,0.0676129955314091,1,140
+"10","ran_vals","upstream_vcs_link","https://github.com/akheron/jansson.git","D:week_offset",-0.248466617953105,0.125583011034176,-0.494604796650187,-0.00232843925602313,0,45
+"11","ran_vals","upstream_vcs_link","https://github.com/alanxz/rabbitmq-c.git","D:week_offset",0.117938350828667,0.0539540144939308,0.0121904255992102,0.223686276058123,2,313
+"12","ran_vals","upstream_vcs_link","https://github.com/alastair/python-musicbrainz-ngs","D:week_offset",-0.104634604010699,0.090476314283234,-0.281964921459764,0.0726957134383669,1,144
+"13","ran_vals","upstream_vcs_link","https://github.com/analogdevicesinc/libiio.git","D:week_offset",0.167622669455418,0.0490134646463388,0.0715580439910671,0.263687294919769,2,347
+"14","ran_vals","upstream_vcs_link","https://github.com/andialbrecht/sqlparse.git","D:week_offset",-0.027365978674621,0.0854101165145656,-0.194766730958539,0.140034773609297,1,200
+"15","ran_vals","upstream_vcs_link","https://github.com/angband/angband","D:week_offset",0.240676453254237,0.0400974761104264,0.162086844206846,0.319266062301627,2,412
+"16","ran_vals","upstream_vcs_link","https://github.com/apache/trafficserver","D:week_offset",-0.129052215823339,0.0904530248177364,-0.30633688675881,0.0482324551121321,1,123
+"17","ran_vals","upstream_vcs_link","https://github.com/ARMmbed/yotta.git","D:week_offset",0.211392010429409,0.0404581319364317,0.132095528952233,0.290688491906585,2,389
+"18","ran_vals","upstream_vcs_link","https://github.com/assimp/assimp","D:week_offset",0.253178054625147,0.0367518088920836,0.181145832829964,0.32521027642033,2,423
+"19","ran_vals","upstream_vcs_link","https://github.com/astropy/astropy-helpers","D:week_offset",0.204248545679257,0.0428173246970527,0.120328131358676,0.288168959999838,2,382
+"20","ran_vals","upstream_vcs_link","https://github.com/audacity/audacity.git","D:week_offset",0.282671436258803,0.0334417143201757,0.217126880609982,0.348215991907625,2,442
+"21","ran_vals","upstream_vcs_link","https://github.com/aws/aws-cli","D:week_offset",0.220798393749673,0.0380668651921129,0.146188708968791,0.295408078530556,2,394
+"22","ran_vals","upstream_vcs_link","https://github.com/aws/aws-xray-sdk-python","D:week_offset",0.089971741958592,0.0612241959327901,-0.0300254770521002,0.209968960969284,1,283
+"23","ran_vals","upstream_vcs_link","https://github.com/awslabs/amazon-ecr-credential-helper","D:week_offset",-0.253402183177636,0.12080404956209,-0.490173769505924,-0.0166305968493475,0,39
+"24","ran_vals","upstream_vcs_link","https://github.com/axel-download-accelerator/axel.git","D:week_offset",-0.0504304315206898,0.0819243854224827,-0.210999276404334,0.110138413362954,1,179
+"25","ran_vals","upstream_vcs_link","https://github.com/Backblaze/B2_Command_Line_Tool","D:week_offset",0.164198510151985,0.051577114188247,0.0631092239165112,0.265287796387459,2,343
+"26","ran_vals","upstream_vcs_link","https://github.com/Backblaze/b2-sdk-python.git","D:week_offset",0.17344137716946,0.0490576821751541,0.0772900869411458,0.269592667397775,2,356
+"27","ran_vals","upstream_vcs_link","https://github.com/bbatsov/powerpack.git","D:week_offset",-0.340853787108222,0.135229620987505,-0.605898973886734,-0.0758086003297107,0,13
+"28","ran_vals","upstream_vcs_link","https://github.com/Beep6581/RawTherapee","D:week_offset",0.24146626646148,0.0377106398727184,0.167554770476992,0.315377762445968,2,413
+"29","ran_vals","upstream_vcs_link","https://github.com/biojava/biojava.git","D:week_offset",0.18710821161902,0.0459507362272694,0.0970464235504721,0.277169999687568,2,371
+"30","ran_vals","upstream_vcs_link","https://github.com/bit-team/backintime","D:week_offset",-0.0606984354628982,0.093260670667245,-0.24348599114475,0.122089120218953,1,172
+"31","ran_vals","upstream_vcs_link","https://github.com/bitletorg/weupnp.git","D:week_offset",-0.277710362376033,0.121781339564623,-0.516397401911737,-0.0390233228403279,0,33
+"32","ran_vals","upstream_vcs_link","https://github.com/bk138/gromit-mpx.git","D:week_offset",0.0334669177581722,0.0756160691524764,-0.114737854433172,0.181671689949516,1,245
+"33","ran_vals","upstream_vcs_link","https://github.com/Blosc/c-blosc","D:week_offset",0.0963280817768958,0.0603898100035874,-0.0220337708633521,0.214689934417144,1,292
+"34","ran_vals","upstream_vcs_link","https://github.com/bobek/pkg-pimd","D:week_offset",0.0956049345632438,0.0587798823067337,-0.0196015177734575,0.210811386899945,1,291
+"35","ran_vals","upstream_vcs_link","https://github.com/boxbackup/boxbackup.git","D:week_offset",-0.222177414773541,0.115872999106374,-0.449284319802675,0.00492949025559344,1,59
+"36","ran_vals","upstream_vcs_link","https://github.com/brunonova/drmips","D:week_offset",0.00108056122211887,0.0725248817186433,-0.141065594929449,0.143226717373687,1,222
+"37","ran_vals","upstream_vcs_link","https://github.com/c-ares/c-ares.git","D:week_offset",-0.205881377783179,0.112044079800811,-0.425483738873701,0.0137209833073434,1,69
+"38","ran_vals","upstream_vcs_link","https://github.com/c4urself/bump2version","D:week_offset",-0.224420186663801,0.117368295081879,-0.454457817951152,0.00561744462355082,1,58
+"39","ran_vals","upstream_vcs_link","https://github.com/calamares/calamares.git","D:week_offset",0.273849479273666,0.0354305270837845,0.204406922236177,0.343292036311154,2,437
+"40","ran_vals","upstream_vcs_link","https://github.com/canonical/lightdm.git","D:week_offset",-0.306442323169316,0.130173711278754,-0.561578109009588,-0.0513065373290434,0,26
+"41","ran_vals","upstream_vcs_link","https://github.com/capistrano/capistrano.git","D:week_offset",0.194769909748224,0.0424154264088416,0.111637201597986,0.277902617898463,2,373
+"42","ran_vals","upstream_vcs_link","https://github.com/capistrano/sshkit.git","D:week_offset",-0.178593878213529,0.0985156401031684,-0.371680984729649,0.0144932283025912,1,86
+"43","ran_vals","upstream_vcs_link","https://github.com/ceres-solver/ceres-solver.git","D:week_offset",0.0512396236449679,0.0680310374419691,-0.0820987595721875,0.184578006862123,1,257
+"44","ran_vals","upstream_vcs_link","https://github.com/cesbit/libcleri.git","D:week_offset",0.000425687550591938,0.0769074755270241,-0.150310194624271,0.151161569725455,1,221
+"45","ran_vals","upstream_vcs_link","https://github.com/CESNET/libyang","D:week_offset",-0.354925727391472,0.140221531244665,-0.629754878488073,-0.0800965762948708,0,11
+"46","ran_vals","upstream_vcs_link","https://github.com/cespare/reflex.git","D:week_offset",-0.0555251800735025,0.0861364229513876,-0.224349466815331,0.113299106668326,1,177
+"47","ran_vals","upstream_vcs_link","https://github.com/checkpoint-restore/criu.git","D:week_offset",-0.158367081096707,0.106706066333037,-0.367507128041402,0.050772965847988,1,96
+"48","ran_vals","upstream_vcs_link","https://github.com/cleishm/libneo4j-client","D:week_offset",0.108265495808088,0.0557999036682022,-0.00110030572239296,0.217631297338568,1,303
+"49","ran_vals","upstream_vcs_link","https://github.com/clojure/core.cache","D:week_offset",-0.334807700386583,0.13238852613097,-0.594284443569623,-0.0753309572035424,0,15
+"50","ran_vals","upstream_vcs_link","https://github.com/clojure/tools.logging.git","D:week_offset",-0.267111333915189,0.117265334811672,-0.496947166781098,-0.0372755010492803,0,37
+"51","ran_vals","upstream_vcs_link","https://github.com/ClusterLabs/pacemaker","D:week_offset",0.228658484178411,0.0391038741319364,0.152016299223828,0.305300669132994,2,402
+"52","ran_vals","upstream_vcs_link","https://github.com/codedread/scour.git","D:week_offset",0.144530596017835,0.0533819134620611,0.0399039682063615,0.249157223829309,2,331
+"53","ran_vals","upstream_vcs_link","https://github.com/codership/galera","D:week_offset",-0.243980540572216,0.121197595707201,-0.481523463171175,-0.00643761797325645,0,49
+"54","ran_vals","upstream_vcs_link","https://github.com/colmap/colmap","D:week_offset",0.225966221789773,0.0401777383465056,0.147219301650349,0.304713141929198,2,397
+"55","ran_vals","upstream_vcs_link","https://github.com/composer/semver","D:week_offset",-0.0679164036626199,0.0845014892856098,-0.233536279302412,0.0977034719771726,1,169
+"56","ran_vals","upstream_vcs_link","https://github.com/coq/coq","D:week_offset",-0.0913112207359393,0.0835280280204006,-0.255023147355577,0.0724007058836983,1,156
+"57","ran_vals","upstream_vcs_link","https://github.com/coreruleset/coreruleset.git","D:week_offset",0.0760808522471989,0.06414356186767,-0.049638218853551,0.201799923347949,1,271
+"58","ran_vals","upstream_vcs_link","https://github.com/CorsixTH/CorsixTH.git","D:week_offset",0.0870157854339357,0.0573209258243605,-0.0253311647423028,0.199362735610174,1,279
+"59","ran_vals","upstream_vcs_link","https://github.com/cubiq/iscroll","D:week_offset",-0.124302665982192,0.0952517822862178,-0.310992728726429,0.0623873967620455,1,129
+"60","ran_vals","upstream_vcs_link","https://github.com/cucumber/aruba.git","D:week_offset",0.000225481739866817,0.072502387666195,-0.141876586879036,0.14232755035877,1,218
+"61","ran_vals","upstream_vcs_link","https://github.com/cyrusimap/cyrus-sasl.git","D:week_offset",-0.173130232273793,0.108191839082802,-0.385182340297239,0.0389218757496527,1,91
+"62","ran_vals","upstream_vcs_link","https://github.com/DamienCassou/beginend.git","D:week_offset",-0.247117694979301,0.116975051572076,-0.476384583150285,-0.0178508068083171,0,48
+"63","ran_vals","upstream_vcs_link","https://github.com/darold/pgbadger.git","D:week_offset",0.170322232260518,0.0455317936959582,0.0810815564649324,0.259562908056104,2,349
+"64","ran_vals","upstream_vcs_link","https://github.com/dask/partd.git","D:week_offset",-0.216880346927582,0.113519582804682,-0.43937464076477,0.00561394690960643,1,61
+"65","ran_vals","upstream_vcs_link","https://github.com/datalad/datalad","D:week_offset",0.114194500388202,0.0524686255106852,0.0113578840689396,0.217031116707465,2,308
+"66","ran_vals","upstream_vcs_link","https://github.com/davesteele/comitup","D:week_offset",0.0240403774356214,0.0715401127308923,-0.116175666966863,0.164256421838106,1,239
+"67","ran_vals","upstream_vcs_link","https://github.com/davidcelis/api-pagination.git","D:week_offset",-0.0463944282732173,0.0804829382939186,-0.204138088699257,0.111349232152823,1,184
+"68","ran_vals","upstream_vcs_link","https://github.com/ddclient/ddclient.git","D:week_offset",0.110257042920202,0.0568678827859783,-0.00120195921736113,0.221716045057764,1,305
+"69","ran_vals","upstream_vcs_link","https://github.com/deckar01/task_list.git","D:week_offset",-0.247188257875225,0.115488561000661,-0.473541678062877,-0.0208348376875732,0,47
+"70","ran_vals","upstream_vcs_link","https://github.com/defunkt/mustache","D:week_offset",0.0300987222535469,0.0670127715678762,-0.1012438965237,0.161441341030794,1,243
+"71","ran_vals","upstream_vcs_link","https://github.com/developit/preact.git","D:week_offset",0.279903271345889,0.0343181997060134,0.212640835907849,0.347165706783928,2,441
+"72","ran_vals","upstream_vcs_link","https://github.com/Diaoul/subliminal.git","D:week_offset",0.0906407933106597,0.0594561721668811,-0.02589116279504,0.207172749416359,1,284
+"73","ran_vals","upstream_vcs_link","https://github.com/django-haystack/django-haystack","D:week_offset",-0.0593369561205915,0.079811992739593,-0.215765587424566,0.097091675183383,1,174
+"74","ran_vals","upstream_vcs_link","https://github.com/doctrine/instantiator","D:week_offset",-0.123780762802715,0.0899629243245038,-0.300104854422644,0.0525433288172152,1,130
+"75","ran_vals","upstream_vcs_link","https://github.com/doctrine/sql-formatter.git","D:week_offset",0.178272571537589,0.0508614643789127,0.0785859331539532,0.277959209921225,2,361
+"76","ran_vals","upstream_vcs_link","https://github.com/donnemartin/gitsome","D:week_offset",0.287990691851413,0.0325974239503036,0.224100914920034,0.351880468782791,2,446
+"77","ran_vals","upstream_vcs_link","https://github.com/doorkeeper-gem/doorkeeper-openid_connect.git","D:week_offset",0.0896482055514353,0.0600934066773067,-0.0281327072444046,0.207429118347275,1,282
+"78","ran_vals","upstream_vcs_link","https://github.com/dpmb/dpmb","D:week_offset",-0.122511657324944,0.0896838082100148,-0.298288691412971,0.0532653767630823,1,131
+"79","ran_vals","upstream_vcs_link","https://github.com/drwetter/testssl.sh.git","D:week_offset",0.0867642410042476,0.061165944323014,-0.033118806949242,0.206647288957737,1,278
+"80","ran_vals","upstream_vcs_link","https://github.com/easyrdf/easyrdf.git","D:week_offset",0.106751474792637,0.060178926724866,-0.0111970542163752,0.224700003801649,1,302
+"81","ran_vals","upstream_vcs_link","https://github.com/eavgerinos/pkg-pick","D:week_offset",-0.230780869215154,0.115520383141742,-0.457196659653236,-0.0043650787770724,0,56
+"82","ran_vals","upstream_vcs_link","https://github.com/eclipse-ee4j/eclipselink.git","D:week_offset",0.102117918415544,0.0593393274422253,-0.0141850262380465,0.218420863069135,1,295
+"83","ran_vals","upstream_vcs_link","https://github.com/elastic/elasticsearch-ruby","D:week_offset",-0.0321722670001246,0.075281309630621,-0.17972092258515,0.115376388584901,1,196
+"84","ran_vals","upstream_vcs_link","https://github.com/elasticsearch/curator.git","D:week_offset",0.171643036100371,0.0463529177370676,0.0807929867573703,0.262493085443371,2,351
+"85","ran_vals","upstream_vcs_link","https://github.com/Electrostatics/apbs","D:week_offset",0.100460430938604,0.0639109529285538,-0.024802735018996,0.225723596896204,1,294
+"86","ran_vals","upstream_vcs_link","https://github.com/elves/elvish.git","D:week_offset",0.204007696343887,0.0415881830269313,0.122496355428641,0.285519037259132,2,381
+"87","ran_vals","upstream_vcs_link","https://github.com/emacs-lsp/lsp-mode.git","D:week_offset",0.277710611970463,0.0350846305610297,0.208945999659952,0.346475224280975,2,439
+"88","ran_vals","upstream_vcs_link","https://github.com/emcrisostomo/fswatch.git","D:week_offset",-0.165276070378748,0.104606615093739,-0.37030126850712,0.039749127749625,1,94
+"89","ran_vals","upstream_vcs_link","https://github.com/EnterpriseDB/mysql_fdw.git","D:week_offset",-0.0323344684006113,0.0816284342212387,-0.192323259588636,0.127654322787413,1,195
+"90","ran_vals","upstream_vcs_link","https://github.com/eproxus/meck.git","D:week_offset",-0.158778615181727,0.10210710633994,-0.358904866173611,0.0413476358101576,1,95
+"91","ran_vals","upstream_vcs_link","https://github.com/erlware/erlware_commons.git","D:week_offset",0.0357376444778018,0.0676620829257512,-0.0968776011756331,0.168352890131237,1,248
+"92","ran_vals","upstream_vcs_link","https://github.com/eslint/eslint-scope.git","D:week_offset",-0.0368628538839463,0.080502080950675,-0.194644033227797,0.120918325459905,1,193
+"93","ran_vals","upstream_vcs_link","https://github.com/EsotericSoftware/kryo.git","D:week_offset",-0.370396950871801,0.139207022982073,-0.643237702311704,-0.0975561994318984,0,3
+"94","ran_vals","upstream_vcs_link","https://github.com/EttusResearch/uhd","D:week_offset",0.226831756310505,0.0400267482940238,0.148380771235968,0.305282741385041,2,400
+"95","ran_vals","upstream_vcs_link","https://github.com/Exa-Networks/exabgp","D:week_offset",-0.0434867001215633,0.0856808840242253,-0.211418146972598,0.124444746729472,1,188
+"96","ran_vals","upstream_vcs_link","https://github.com/Exiv2/exiv2.git","D:week_offset",0.0415735494879859,0.0709019917613296,-0.0973918007963757,0.180538899772347,1,251
+"97","ran_vals","upstream_vcs_link","https://github.com/fail2ban/fail2ban","D:week_offset",-0.147518707653777,0.0921803147396009,-0.328188804626962,0.0331513893194071,1,104
+"98","ran_vals","upstream_vcs_link","https://github.com/fgrehm/vagrant-lxc","D:week_offset",0.116578960083436,0.0529430980272312,0.0128123947200896,0.220345525446783,2,311
+"99","ran_vals","upstream_vcs_link","https://github.com/flask-restful/flask-restful","D:week_offset",-0.145901033616809,0.0914944156534423,-0.325226793084094,0.0334247258504755,1,105
+"100","ran_vals","upstream_vcs_link","https://github.com/florimondmanca/djangorestframework-api-key","D:week_offset",0.141756592640256,0.0557663681046963,0.0324565196064485,0.251056665674064,2,327
+"101","ran_vals","upstream_vcs_link","https://github.com/flot/flot","D:week_offset",0.0393087349290362,0.0632090001685494,-0.0845786289001068,0.163196098758179,1,250
+"102","ran_vals","upstream_vcs_link","https://github.com/Fluidsynth/fluidsynth.git","D:week_offset",0.269281925824418,0.034425072372534,0.201810023809067,0.33675382783977,2,433
+"103","ran_vals","upstream_vcs_link","https://github.com/fog/fog-local","D:week_offset",-0.208907836816435,0.106655048295676,-0.417947890245339,0.000132216612468788,1,68
+"104","ran_vals","upstream_vcs_link","https://github.com/fog/fog-rackspace","D:week_offset",-0.193953394844493,0.107748978416189,-0.405137511911207,0.0172307222222204,1,78
+"105","ran_vals","upstream_vcs_link","https://github.com/fonttools/fonttools.git","D:week_offset",0.261078014025456,0.0361576818177792,0.19021025989815,0.331945768152762,2,427
+"106","ran_vals","upstream_vcs_link","https://github.com/freelan-developers/freelan","D:week_offset",-0.00832602000229422,0.0718105984136352,-0.149072206601288,0.1324201665967,1,213
+"107","ran_vals","upstream_vcs_link","https://github.com/fuzzylite/fuzzylite","D:week_offset",0.000273518711309312,0.0790328905674668,-0.154628100395021,0.15517513781764,1,219
+"108","ran_vals","upstream_vcs_link","https://github.com/galaxyproject/bioblend","D:week_offset",0.0764746973589851,0.0643549440109373,-0.0496586751295436,0.202608069847514,1,272
+"109","ran_vals","upstream_vcs_link","https://github.com/gazebosim/gz-transport","D:week_offset",0.0207091375558582,0.0715948858784825,-0.119614260243223,0.161032535354939,1,235
+"110","ran_vals","upstream_vcs_link","https://github.com/gcsideal/syslog-ng-debian","D:week_offset",-0.14210893626218,0.0991412943082132,-0.336422302486963,0.0522044299626038,1,110
+"111","ran_vals","upstream_vcs_link","https://github.com/geopython/geolinks.git","D:week_offset",-0.269510096355799,0.128743404794191,-0.521842532999475,-0.0171776597121223,0,36
+"112","ran_vals","upstream_vcs_link","https://github.com/geopython/stetl.git","D:week_offset",0.0510899949672243,0.0678384394003206,-0.081870903024807,0.184050892959256,1,256
+"113","ran_vals","upstream_vcs_link","https://github.com/github/git-lfs.git","D:week_offset",0.11713483093078,0.0527217755165288,0.013802049717378,0.220467612144182,2,312
+"114","ran_vals","upstream_vcs_link","https://github.com/GoalSmashers/clean-css.git","D:week_offset",0.183316996542685,0.0444163021244741,0.0962626440522655,0.270371349033104,2,366
+"115","ran_vals","upstream_vcs_link","https://github.com/gohugoio/hugo.git","D:week_offset",0.235592522805135,0.0377144539272576,0.161673551411115,0.309511494199155,2,404
+"116","ran_vals","upstream_vcs_link","https://github.com/google/benchmark","D:week_offset",0.0767296212860521,0.0610914528100263,-0.0430074259848278,0.196466668556932,1,273
+"117","ran_vals","upstream_vcs_link","https://github.com/google/brotli","D:week_offset",0.138694412933704,0.0506691152372032,0.0393847719402761,0.238004053927132,2,325
+"118","ran_vals","upstream_vcs_link","https://github.com/google/flatbuffers.git","D:week_offset",-0.115548035139419,0.093972637089175,-0.299731019366455,0.068634949087617,1,137
+"119","ran_vals","upstream_vcs_link","https://github.com/google/fscrypt","D:week_offset",-0.00826382310557442,0.0750493591667026,-0.155357864135123,0.138830217923974,1,214
+"120","ran_vals","upstream_vcs_link","https://github.com/google/googletest.git","D:week_offset",0.135900256166778,0.0517435937709072,0.0344846759451287,0.237315836388427,2,323
+"121","ran_vals","upstream_vcs_link","https://github.com/google/gopacket.git","D:week_offset",-0.0951013438465205,0.0851064282185329,-0.261906878007688,0.0717041903146473,1,151
+"122","ran_vals","upstream_vcs_link","https://github.com/google/jimfs.git","D:week_offset",-0.0775915765631364,0.086474016841173,-0.247077535170346,0.0918943820440727,1,162
+"123","ran_vals","upstream_vcs_link","https://github.com/google/stenographer","D:week_offset",0.199379866558069,0.0419214590729032,0.117215316595809,0.281544416520329,2,378
+"124","ran_vals","upstream_vcs_link","https://github.com/google/yapf.git","D:week_offset",-0.104490861704129,0.0855804668728073,-0.272225494554954,0.0632437711466967,1,146
+"125","ran_vals","upstream_vcs_link","https://github.com/GoogleCloudPlatform/cloudsql-proxy.git","D:week_offset",-0.0971037046851953,0.0925913878592526,-0.27857949016791,0.084372080797519,1,149
+"126","ran_vals","upstream_vcs_link","https://github.com/googlei18n/fontmake.git","D:week_offset",-0.0471793245341304,0.0830173818220898,-0.209890402996236,0.115531753927976,1,182
+"127","ran_vals","upstream_vcs_link","https://github.com/gpodder/mygpoclient","D:week_offset",-0.149711961589099,0.101643473120643,-0.348929508169124,0.0495055849909251,1,102
+"128","ran_vals","upstream_vcs_link","https://github.com/Graylog2/gelf-rb","D:week_offset",-0.37517126710774,0.138905401095745,-0.647420850513492,-0.102921683701989,0,1
+"129","ran_vals","upstream_vcs_link","https://github.com/Grokzen/redis-py-cluster","D:week_offset",0.112654863970164,0.0563095554999363,0.00229016320482993,0.223019564735499,2,306
+"130","ran_vals","upstream_vcs_link","https://github.com/guessit-io/guessit.git","D:week_offset",0.258129453898087,0.0363924325628618,0.186801596765075,0.329457311031099,2,426
+"131","ran_vals","upstream_vcs_link","https://github.com/guillaumechereau/goxel.git","D:week_offset",0.277351653845997,0.0363305438448494,0.206145096371339,0.348558211320655,2,438
+"132","ran_vals","upstream_vcs_link","https://github.com/Haivision/srt.git","D:week_offset",-0.114547116965071,0.0896262144811463,-0.290211269418779,0.0611170354886384,1,139
+"133","ran_vals","upstream_vcs_link","https://github.com/hamcrest/hamcrest-php.git","D:week_offset",-0.294838407640057,0.131175064835742,-0.551936810387818,-0.0377400048922966,0,28
+"134","ran_vals","upstream_vcs_link","https://github.com/HandBrake/HandBrake","D:week_offset",0.144107039875415,0.0508319070001947,0.0444783328895443,0.243735746861286,2,329
+"135","ran_vals","upstream_vcs_link","https://github.com/HaxeFoundation/haxe-debian","D:week_offset",-0.19505716442784,0.104298541987427,-0.399478550363235,0.00936422150755573,1,76
+"136","ran_vals","upstream_vcs_link","https://github.com/highlightjs/highlight.js","D:week_offset",0.218226877946447,0.0425132000190775,0.134902537041508,0.301551218851387,2,392
+"137","ran_vals","upstream_vcs_link","https://github.com/howardabrams/node-mocks-http","D:week_offset",0.0037176073025763,0.0705931261183785,-0.134642377445539,0.142077592050692,1,225
+"138","ran_vals","upstream_vcs_link","https://github.com/htop-dev/htop","D:week_offset",0.091892871629606,0.0595312640761066,-0.024786261913706,0.208572005172918,1,288
+"139","ran_vals","upstream_vcs_link","https://github.com/httpie/httpie","D:week_offset",0.00946068236002516,0.0704525399025476,-0.128623758468339,0.147545123188389,1,228
+"140","ran_vals","upstream_vcs_link","https://github.com/httprb/http.rb","D:week_offset",-0.171040253317336,0.0974211747594229,-0.361982247177388,0.0199017405427152,1,92
+"141","ran_vals","upstream_vcs_link","https://github.com/i18next/i18next","D:week_offset",-0.137739053443923,0.0982674991838786,-0.330339812695144,0.0548617058072979,1,113
+"142","ran_vals","upstream_vcs_link","https://github.com/Icinga/icinga2","D:week_offset",0.237835884792998,0.0380528516586457,0.163253666033007,0.312418103552988,2,409
+"143","ran_vals","upstream_vcs_link","https://github.com/Icinga/icingaweb2.git","D:week_offset",0.00564786313570664,0.0715676923604798,-0.134622236347476,0.145917962618889,1,226
+"144","ran_vals","upstream_vcs_link","https://github.com/iem-projects/ambix.git","D:week_offset",-0.183752622375023,0.101181021194519,-0.382063779835265,0.0145585350852189,1,84
+"145","ran_vals","upstream_vcs_link","https://github.com/ignitionrobotics/ign-cmake.git","D:week_offset",0.0829121444550366,0.0613122585296789,-0.0372576740739428,0.203081962984016,1,276
+"146","ran_vals","upstream_vcs_link","https://github.com/igraph/igraph.git","D:week_offset",-0.324592100815892,0.131850526821979,-0.583014384729603,-0.0661698169021809,0,18
+"147","ran_vals","upstream_vcs_link","https://github.com/ImageOptim/libimagequant.git","D:week_offset",0.0166758942605136,0.0728536203175,-0.126114577705142,0.159466366226169,1,230
+"148","ran_vals","upstream_vcs_link","https://github.com/include-what-you-use/include-what-you-use","D:week_offset",-0.133988411376354,0.0987566505185262,-0.327547889626474,0.0595710668737666,1,118
+"149","ran_vals","upstream_vcs_link","https://github.com/infirit/caja-admin","D:week_offset",-0.169135620910127,0.102459811968703,-0.36995316223153,0.0316819204112762,1,93
+"150","ran_vals","upstream_vcs_link","https://github.com/Intel-Media-SDK/MediaSDK","D:week_offset",-0.281390188517649,0.125010554065111,-0.526406372172664,-0.0363740048626349,0,31
+"151","ran_vals","upstream_vcs_link","https://github.com/intel/compute-runtime","D:week_offset",0.308998219237714,0.0312833941651931,0.247683893359765,0.370312545115662,2,450
+"152","ran_vals","upstream_vcs_link","https://github.com/intel/intel-vaapi-driver.git","D:week_offset",0.140961527516978,0.0512880767188155,0.0404387443117726,0.241484310722184,2,326
+"153","ran_vals","upstream_vcs_link","https://github.com/intel/libva.git","D:week_offset",-0.07454660013662,0.0861940001914687,-0.243483736195337,0.094390535922097,1,165
+"154","ran_vals","upstream_vcs_link","https://github.com/intridea/grape-entity","D:week_offset",0.0521721808245707,0.0649875597009314,-0.0752010956324014,0.179545457281543,1,258
+"155","ran_vals","upstream_vcs_link","https://github.com/intridea/multi_json","D:week_offset",-0.135622672508082,0.0927899858394814,-0.317487702879447,0.046242357863283,1,115
+"156","ran_vals","upstream_vcs_link","https://github.com/ioquake/ioq3","D:week_offset",0.122427306774566,0.0550720768790433,0.0144880195378198,0.230366594011311,2,315
+"157","ran_vals","upstream_vcs_link","https://github.com/Iotic-Labs/py-ubjson","D:week_offset",-0.0673240654803492,0.0898859625354936,-0.243497314765633,0.108849183804935,1,170
+"158","ran_vals","upstream_vcs_link","https://github.com/ipython/ipykernel.git","D:week_offset",0.112997140907642,0.0546457672406071,0.00589340520849382,0.220100876606791,2,307
+"159","ran_vals","upstream_vcs_link","https://github.com/ipython/ipython_genutils","D:week_offset",-0.0749003000822612,0.0884279890943633,-0.248215973932514,0.0984153737679914,1,164
+"160","ran_vals","upstream_vcs_link","https://github.com/ipython/traitlets.git","D:week_offset",0.178315259023505,0.0449635604632421,0.0901882998988614,0.266442218148149,2,362
+"161","ran_vals","upstream_vcs_link","https://github.com/isaacs/inherits","D:week_offset",-0.337444374694744,0.135420546829988,-0.602863769248241,-0.0720249801412476,0,14
+"162","ran_vals","upstream_vcs_link","https://github.com/isaacs/node-glob.git","D:week_offset",-0.0154744434684853,0.0747198555284774,-0.161922669234337,0.130973782297366,1,208
+"163","ran_vals","upstream_vcs_link","https://github.com/jaap-karssenberg/zim-desktop-wiki.git","D:week_offset",-0.0850062080108637,0.0874077381116719,-0.25632222667985,0.0863098106581221,1,158
+"164","ran_vals","upstream_vcs_link","https://github.com/JabRef/jabref.git","D:week_offset",0.0202532778490043,0.0690919925844257,-0.115164539236579,0.155671094934587,1,234
+"165","ran_vals","upstream_vcs_link","https://github.com/jackfranklin/gulp-load-plugins","D:week_offset",-0.150695062697133,0.10033199399516,-0.347342157424736,0.04595203203047,1,101
+"166","ran_vals","upstream_vcs_link","https://github.com/janestreet/sexplib.git","D:week_offset",-0.253061466412411,0.124330174816622,-0.496744131244558,-0.00937880158026339,0,40.5
+"167","ran_vals","upstream_vcs_link","https://github.com/janestreet/variantslib.git","D:week_offset",-0.253061466412411,0.124330174816622,-0.496744131244558,-0.00937880158026339,0,40.5
+"168","ran_vals","upstream_vcs_link","https://github.com/jashkenas/backbone","D:week_offset",0.18346133061642,0.0426318521700777,0.0999044357688322,0.267018225464008,2,367
+"169","ran_vals","upstream_vcs_link","https://github.com/jashkenas/coffeescript","D:week_offset",-0.0455618979094931,0.077948141653695,-0.198337448212562,0.107213652393575,1,186
+"170","ran_vals","upstream_vcs_link","https://github.com/jashkenas/underscore.git","D:week_offset",0.149084455383851,0.0479142606661844,0.0551742301322656,0.242994680635437,2,334
+"171","ran_vals","upstream_vcs_link","https://github.com/javaparser/javaparser.git","D:week_offset",0.189389273010018,0.0439087583316123,0.103329688074185,0.275448857945851,2,372
+"172","ran_vals","upstream_vcs_link","https://github.com/jazzband/django-sortedm2m.git","D:week_offset",-0.134227793147637,0.0968822629583113,-0.324113539286666,0.0556579529913919,1,117
+"173","ran_vals","upstream_vcs_link","https://github.com/jbeder/yaml-cpp","D:week_offset",-0.0307929371480581,0.0813942894262759,-0.190322812970788,0.128736938674672,1,198
+"174","ran_vals","upstream_vcs_link","https://github.com/JDimproved/JDim.git","D:week_offset",0.172910909371665,0.0477077416642794,0.0794054539259362,0.266416364817393,2,353
+"175","ran_vals","upstream_vcs_link","https://github.com/jendrikseipp/vulture.git","D:week_offset",-0.289406147159323,0.127889828616165,-0.540065605236007,-0.0387466890826397,0,29
+"176","ran_vals","upstream_vcs_link","https://github.com/jmcnamara/XlsxWriter","D:week_offset",0.149595710041495,0.0482658935228674,0.0549962970550298,0.24419512302796,2,336
+"177","ran_vals","upstream_vcs_link","https://github.com/joaotavora/yasnippet","D:week_offset",-0.0596956969120845,0.0833129101167632,-0.222986000188163,0.103594606363994,1,173
+"178","ran_vals","upstream_vcs_link","https://github.com/jobovy/galpy.git","D:week_offset",0.115966593715831,0.0549883379340657,0.00819143179534425,0.223741755636317,2,310
+"179","ran_vals","upstream_vcs_link","https://github.com/joewing/jwm","D:week_offset",-0.048243858589975,0.0819156168399251,-0.208795517367611,0.112307800187661,1,180
+"180","ran_vals","upstream_vcs_link","https://github.com/jquery/jquery.git","D:week_offset",0.186355709604703,0.042014316959805,0.104009161528435,0.268702257680971,2,369
+"181","ran_vals","upstream_vcs_link","https://github.com/jquery/qunit.git","D:week_offset",0.0602128439368539,0.0627882752694919,-0.062849914242737,0.183275602116445,1,264
+"182","ran_vals","upstream_vcs_link","https://github.com/jquery/sizzle.git","D:week_offset",0.103146756595423,0.0555211660647104,-0.00567272927107694,0.211966242461923,1,297
+"183","ran_vals","upstream_vcs_link","https://github.com/jtesta/ssh-audit.git","D:week_offset",0.00320174960323539,0.0764318458214638,-0.146601915478752,0.153005414685223,1,224
+"184","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_client","D:week_offset",0.109574021846569,0.0546001393411365,0.00255971518707311,0.216588328506065,2,304
+"185","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_console","D:week_offset",0.0228887594707022,0.070215024615698,-0.114730159949659,0.160507678891063,1,238
+"186","ran_vals","upstream_vcs_link","https://github.com/jupyter/jupyter_core","D:week_offset",0.174876981936008,0.0470927102537107,0.0825769659043548,0.267176997967661,2,357
+"187","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbconvert","D:week_offset",0.195545898879547,0.0429616789733863,0.111342555376338,0.279749242382756,2,374
+"188","ran_vals","upstream_vcs_link","https://github.com/jupyter/nbformat","D:week_offset",-0.00995088141617611,0.0746951629302439,-0.156350710578805,0.136448947746453,1,212
+"189","ran_vals","upstream_vcs_link","https://github.com/jupyter/notebook.git","D:week_offset",0.264329468300472,0.0340955160657897,0.197503484777217,0.331155451823727,2,430
+"190","ran_vals","upstream_vcs_link","https://github.com/kaminari/kaminari","D:week_offset",-0.108549604908751,0.0911194872673569,-0.287140518242526,0.0700413084250249,1,143
+"191","ran_vals","upstream_vcs_link","https://github.com/KDAB/hotspot.git","D:week_offset",0.120738258345805,0.0552104725290995,0.012527720619332,0.228948796072278,2,314
+"192","ran_vals","upstream_vcs_link","https://github.com/kelektiv/node-uuid","D:week_offset",0.0907919620660569,0.060864688088192,-0.0285006345170636,0.210084558649177,1,285
+"193","ran_vals","upstream_vcs_link","https://github.com/keras-team/keras","D:week_offset",0.271102706902278,0.0335658428921992,0.205314863722837,0.336890550081718,2,434
+"194","ran_vals","upstream_vcs_link","https://github.com/keymanapp/keyman","D:week_offset",0.215185579552377,0.045034341039348,0.126919893047761,0.303451266056993,2,390
+"195","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/SPIRV-LLVM-Translator","D:week_offset",0.0675164724539108,0.0643721974389759,-0.0586507161321834,0.193683661040005,1,269
+"196","ran_vals","upstream_vcs_link","https://github.com/KhronosGroup/Vulkan-Tools","D:week_offset",0.291461234990943,0.0314237958287206,0.229871726909111,0.353050743072775,2,447
+"197","ran_vals","upstream_vcs_link","https://github.com/kilobyte/ndctl","D:week_offset",0.169532032362282,0.0483236766872731,0.0748193664546694,0.264244698269895,2,348
+"198","ran_vals","upstream_vcs_link","https://github.com/kilobyte/pmemkv","D:week_offset",0.164655949473797,0.0500740951594617,0.066512526402821,0.262799372544773,2,344
+"199","ran_vals","upstream_vcs_link","https://github.com/kivy/kivy","D:week_offset",0.225727182431612,0.0371517278267506,0.152911133927747,0.298543230935478,2,396
+"200","ran_vals","upstream_vcs_link","https://github.com/korfuri/django-prometheus","D:week_offset",-0.209265151752075,0.113819500078893,-0.432347272645059,0.0138169691409097,1,67
+"201","ran_vals","upstream_vcs_link","https://github.com/Leaflet/Leaflet.markercluster","D:week_offset",-0.0457532038032144,0.0783728872410113,-0.199361240160015,0.107854832553586,1,185
+"202","ran_vals","upstream_vcs_link","https://github.com/letsencrypt/letsencrypt","D:week_offset",0.262415391562438,0.034100054685918,0.195580512507192,0.329250270617683,2,429
+"203","ran_vals","upstream_vcs_link","https://github.com/libcgroup/libcgroup","D:week_offset",0.131900121968829,0.0589948153144103,0.0162724086779931,0.247527835259665,2,319
+"204","ran_vals","upstream_vcs_link","https://github.com/libevent/libevent","D:week_offset",-0.365697232693808,0.139509116549817,-0.63913007664645,-0.0922643887411657,0,6
+"205","ran_vals","upstream_vcs_link","https://github.com/librsync/librsync","D:week_offset",-0.0685130242995542,0.080901882609276,-0.227077800495223,0.0900517518961141,1,168
+"206","ran_vals","upstream_vcs_link","https://github.com/libwww-perl/HTTP-Message.git","D:week_offset",-0.141199634852484,0.0989195271202954,-0.335078345375996,0.0526790756710283,1,111
+"207","ran_vals","upstream_vcs_link","https://github.com/libxsmm/libxsmm","D:week_offset",-0.361271635615594,0.139798391585669,-0.635271448220133,-0.0872718230110553,0,9
+"208","ran_vals","upstream_vcs_link","https://github.com/linuxmint/cjs.git","D:week_offset",-0.191173031569497,0.108912938321018,-0.404638468129125,0.0222924049901315,1,79
+"209","ran_vals","upstream_vcs_link","https://github.com/LLNL/sundials.git","D:week_offset",0.0918582925863932,0.0601371432265611,-0.0260083422707933,0.20972492744358,1,287
+"210","ran_vals","upstream_vcs_link","https://github.com/locationtech/jts.git","D:week_offset",0.0588471618584253,0.0662627502394828,-0.0710254421275338,0.188719765844384,1,262
+"211","ran_vals","upstream_vcs_link","https://github.com/log2timeline/plaso","D:week_offset",0.178134917867936,0.0461527991418131,0.0876770937642713,0.268592741971601,2,360
+"212","ran_vals","upstream_vcs_link","https://github.com/lostisland/faraday_middleware","D:week_offset",-0.212582678344019,0.111193003284989,-0.430516960115442,0.00535160342740437,1,64
+"213","ran_vals","upstream_vcs_link","https://github.com/luakit/luakit","D:week_offset",0.256210649439084,0.0358464753508683,0.18595284877868,0.326468450099489,2,424
+"214","ran_vals","upstream_vcs_link","https://github.com/lualdap/lualdap.git","D:week_offset",-0.0132968517416456,0.0814397402520126,-0.172915809545887,0.146322106062596,1,209
+"215","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/penlight","D:week_offset",0.0994070667848199,0.0558690601284794,-0.0100942789171024,0.208908412486742,1,293
+"216","ran_vals","upstream_vcs_link","https://github.com/lunarmodules/say.git","D:week_offset",0.00810308389878259,0.071428011305985,-0.131893245748268,0.148099413545833,1,227
+"217","ran_vals","upstream_vcs_link","https://github.com/lxc/lxcfs.git","D:week_offset",-0.143058457230844,0.0933251858363784,-0.325972460320653,0.0398555458589651,1,109
+"218","ran_vals","upstream_vcs_link","https://github.com/major/MySQLTuner-perl","D:week_offset",-0.320268340858197,0.128656348899953,-0.572430151084524,-0.0681065306318697,0,20
+"219","ran_vals","upstream_vcs_link","https://github.com/mapbox/leaflet-image","D:week_offset",-0.0927873582264545,0.0935916601516038,-0.27622364137691,0.0906489249240015,1,155
+"220","ran_vals","upstream_vcs_link","https://github.com/mapbox/mapnik-vector-tile.git","D:week_offset",0.197908595421129,0.0435152483555626,0.112620275865911,0.283196914976348,2,376
+"221","ran_vals","upstream_vcs_link","https://github.com/markdown-it/markdown-it","D:week_offset",0.220764046361307,0.0391659065243637,0.144000280151692,0.297527812570922,2,393
+"222","ran_vals","upstream_vcs_link","https://github.com/math-comp/math-comp","D:week_offset",0.158054704882834,0.0516756549146638,0.0567722823725725,0.259337127393095,2,341
+"223","ran_vals","upstream_vcs_link","https://github.com/mathjax/MathJax","D:week_offset",0.155968715370246,0.0493310709471126,0.0592815929951146,0.252655837745377,2,340
+"224","ran_vals","upstream_vcs_link","https://github.com/matlab2tikz/matlab2tikz","D:week_offset",0.17340161818794,0.0448883644963518,0.0854220404501837,0.261381195925696,2,354
+"225","ran_vals","upstream_vcs_link","https://github.com/MatMoul/g810-led.git","D:week_offset",0.177723689422215,0.0486108040117039,0.0824482642997399,0.27299911454469,2,359
+"226","ran_vals","upstream_vcs_link","https://github.com/matrix-org/synapse.git","D:week_offset",0.287171023817353,0.031417731914861,0.225593400788291,0.348748646846416,2,445
+"227","ran_vals","upstream_vcs_link","https://github.com/matthewdeanmartin/terminaltables","D:week_offset",-0.112147898637368,0.0935686981341644,-0.29553917706063,0.0712433797858944,1,141
+"228","ran_vals","upstream_vcs_link","https://github.com/maxmind/geoip-api-perl.git","D:week_offset",-0.213890767247409,0.115239233849803,-0.439755515199012,0.0119739807041943,1,62
+"229","ran_vals","upstream_vcs_link","https://github.com/mfontanini/libtins.git","D:week_offset",0.177708600619386,0.0455890487366601,0.0883557070060908,0.267061494232681,2,358
+"230","ran_vals","upstream_vcs_link","https://github.com/michaelrsweet/htmldoc.git","D:week_offset",-0.12842219324276,0.106307919058524,-0.336781885868866,0.079937499383346,1,124
+"231","ran_vals","upstream_vcs_link","https://github.com/mishoo/UglifyJS2","D:week_offset",0.266214163775287,0.0356233287345376,0.196393722446162,0.336034605104411,2,431
+"232","ran_vals","upstream_vcs_link","https://github.com/mlpack/ensmallen","D:week_offset",0.160412763914587,0.0491349373384227,0.0641100563486457,0.256715471480527,2,342
+"233","ran_vals","upstream_vcs_link","https://github.com/mlpack/mlpack","D:week_offset",0.209170261790763,0.0417656058418838,0.127311178548175,0.291029345033351,2,388
+"234","ran_vals","upstream_vcs_link","https://github.com/moment/moment.git","D:week_offset",0.105909527709105,0.0534471155369247,0.00115510617918109,0.210663949239028,2,299
+"235","ran_vals","upstream_vcs_link","https://github.com/mongodb/mongo-c-driver","D:week_offset",-0.144760749840038,0.0926891293471021,-0.326428105118732,0.0369066054386569,1,106
+"236","ran_vals","upstream_vcs_link","https://github.com/mongoengine/flask-mongoengine","D:week_offset",-0.119929365492125,0.0938700597989458,-0.30391130192468,0.06405257094043,1,133
+"237","ran_vals","upstream_vcs_link","https://github.com/Mottie/tablesorter.git","D:week_offset",0.224808299866205,0.038937422792539,0.148492353542019,0.30112424619039,2,395
+"238","ran_vals","upstream_vcs_link","https://github.com/mqttjs/mqtt-packet","D:week_offset",-0.129065034191928,0.0973294351997744,-0.319827221819111,0.0616971534352552,1,122
+"239","ran_vals","upstream_vcs_link","https://github.com/mruby-debian/mruby","D:week_offset",0.248982960016341,0.034731492882592,0.180910484837152,0.317055435195531,2,420
+"240","ran_vals","upstream_vcs_link","https://github.com/mvz/ruby-gir-ffi","D:week_offset",0.0713753503855622,0.0661478777210389,-0.0582721076014334,0.201022808372558,1,270
+"241","ran_vals","upstream_vcs_link","https://github.com/mypaint/libmypaint","D:week_offset",0.09364989299198,0.0598551667018415,-0.0236640780322704,0.21096386401623,1,290
+"242","ran_vals","upstream_vcs_link","https://github.com/mypaint/mypaint","D:week_offset",0.0884770570337499,0.0576976665219287,-0.0246082913412328,0.201562405408733,1,281
+"243","ran_vals","upstream_vcs_link","https://github.com/NagiosEnterprises/nrpe.git","D:week_offset",-0.359864105655732,0.13989140029076,-0.634046211972498,-0.0856819993389657,0,10
+"244","ran_vals","upstream_vcs_link","https://github.com/namhyung/uftrace","D:week_offset",0.236424578871813,0.0385726619302136,0.160823550700755,0.312025607042871,2,407
+"245","ran_vals","upstream_vcs_link","https://github.com/netty/netty","D:week_offset",-0.189589745389477,0.101366091075403,-0.388263633150874,0.00908414237192012,1,81
+"246","ran_vals","upstream_vcs_link","https://github.com/nicolargo/glances","D:week_offset",-0.370240488393516,0.13921699696855,-0.643100788487697,-0.0973801882993354,0,4
+"247","ran_vals","upstream_vcs_link","https://github.com/nikic/PHP-Parser","D:week_offset",-0.247546998660816,0.123475667075483,-0.48955485909582,-0.00553913822581181,0,46
+"248","ran_vals","upstream_vcs_link","https://github.com/ninja-build/ninja.git","D:week_offset",0.0485291936900524,0.0678500867400274,-0.0844545326683198,0.181512920048425,1,255
+"249","ran_vals","upstream_vcs_link","https://github.com/nixxcode/amsynth.git","D:week_offset",0.0577404439762551,0.0666577972308365,-0.0729064378849582,0.188387325837468,1,261
+"250","ran_vals","upstream_vcs_link","https://github.com/nodejs/node-gyp.git","D:week_offset",0.0224776396366953,0.0746277428928128,-0.123790048680733,0.168745327954123,1,237
+"251","ran_vals","upstream_vcs_link","https://github.com/nojhan/liquidprompt.git","D:week_offset",-0.094799840144904,0.0837570107059745,-0.25896056458135,0.0693608842915417,1,152
+"252","ran_vals","upstream_vcs_link","https://github.com/npm/abbrev-js","D:week_offset",-0.212688233757916,0.113299846445533,-0.434751852245079,0.00937538472924782,1,63
+"253","ran_vals","upstream_vcs_link","https://github.com/npm/nopt","D:week_offset",-0.104533221778109,0.0980570972254707,-0.296721600768574,0.0876551572123556,1,145
+"254","ran_vals","upstream_vcs_link","https://github.com/ntop/nDPI.git","D:week_offset",-0.0991959051002352,0.0879570152112043,-0.271588487101837,0.0731966769013669,1,148
+"255","ran_vals","upstream_vcs_link","https://github.com/Nuitka/Nuitka","D:week_offset",0.0246524671104742,0.0739867434475797,-0.120358885380187,0.169663819601135,1,240
+"256","ran_vals","upstream_vcs_link","https://github.com/numba/numba.git","D:week_offset",0.105823098891109,0.0537879057623831,0.000400740793003243,0.211245456989214,2,298
+"257","ran_vals","upstream_vcs_link","https://github.com/nvbn/thefuck.git","D:week_offset",0.179303958651927,0.0457650884482268,0.0896060335441128,0.269001883759742,2,364
+"258","ran_vals","upstream_vcs_link","https://github.com/oauth-xx/oauth-ruby","D:week_offset",-0.000241927003861373,0.0814677426909631,-0.159915768579925,0.159431914572202,1,217
+"259","ran_vals","upstream_vcs_link","https://github.com/ocaml/dune.git","D:week_offset",0.284046814884857,0.0331802793650777,0.219014662332327,0.349078967437386,2,443
+"260","ran_vals","upstream_vcs_link","https://github.com/OCamlPro/alt-ergo.git","D:week_offset",0.135858977214337,0.0557544261671856,0.026582309947956,0.245135644480719,2,322
+"261","ran_vals","upstream_vcs_link","https://github.com/ocsigen/js_of_ocaml.git","D:week_offset",0.0930971243158447,0.0610657944928979,-0.0265896335775594,0.212783882209249,1,289
+"262","ran_vals","upstream_vcs_link","https://github.com/olive-editor/olive","D:week_offset",-0.196186952083598,0.108894853031507,-0.409616942127134,0.0172430379599383,1,74
+"263","ran_vals","upstream_vcs_link","https://github.com/oneapi-src/oneTBB.git","D:week_offset",0.204419838168973,0.0449724572732521,0.116275441617132,0.292564234720813,2,383
+"264","ran_vals","upstream_vcs_link","https://github.com/open-power/skiboot.git","D:week_offset",-0.328292699453209,0.132373656109214,-0.58774029792916,-0.0688451009772592,0,16
+"265","ran_vals","upstream_vcs_link","https://github.com/openalpr/openalpr","D:week_offset",-0.190295933961976,0.102696762958655,-0.391577890689786,0.010986022765834,1,80
+"266","ran_vals","upstream_vcs_link","https://github.com/opencontainers/runc","D:week_offset",0.152062131880246,0.0476587845351412,0.0586526306444147,0.245471633116077,2,338
+"267","ran_vals","upstream_vcs_link","https://github.com/OpenPrinting/cups-filters","D:week_offset",-0.251165233220819,0.121291828966905,-0.488892849614944,-0.0134376168266936,0,42
+"268","ran_vals","upstream_vcs_link","https://github.com/openstreetmap/osm2pgsql.git","D:week_offset",0.164766987617811,0.046863649716341,0.0729159219896821,0.25661805324594,2,345
+"269","ran_vals","upstream_vcs_link","https://github.com/openSUSE/open-build-service","D:week_offset",-0.209862694831119,0.105256431212457,-0.416161509148752,-0.00356388051348508,0,66
+"270","ran_vals","upstream_vcs_link","https://github.com/OpenTTD/OpenTTD.git","D:week_offset",0.186958643455231,0.0452043186109317,0.0983598070321308,0.27555747987833,2,370
+"271","ran_vals","upstream_vcs_link","https://github.com/osantana/dicteval.git","D:week_offset",-0.205248876211614,0.11122900313388,-0.423253716390312,0.0127559639670842,1,70
+"272","ran_vals","upstream_vcs_link","https://github.com/OSGeo/PROJ.git","D:week_offset",0.0304878421530369,0.0678682481575403,-0.102531479929569,0.163507164235643,1,244
+"273","ran_vals","upstream_vcs_link","https://github.com/OSGeo/shapelib.git","D:week_offset",-0.200256909028932,0.116916015893116,-0.429408089395352,0.0288942713374875,1,72
+"274","ran_vals","upstream_vcs_link","https://github.com/osmcode/libosmium.git","D:week_offset",0.173432188936731,0.0465783153718806,0.082140368347297,0.264724009526166,2,355
+"275","ran_vals","upstream_vcs_link","https://github.com/osmcode/osmium-tool.git","D:week_offset",0.000319911925084343,0.0732594076099151,-0.143265888519089,0.143905712369257,1,220
+"276","ran_vals","upstream_vcs_link","https://github.com/P403n1x87/austin","D:week_offset",-0.109801674480537,0.0924393359820924,-0.290979443760236,0.0713760947991614,1,142
+"277","ran_vals","upstream_vcs_link","https://github.com/PDAL/PDAL.git","D:week_offset",0.208265742870108,0.0402094172914041,0.129456733139614,0.287074752600602,2,387
+"278","ran_vals","upstream_vcs_link","https://github.com/pdfminer/pdfminer.six.git","D:week_offset",-0.134360758094595,0.0954725908407459,-0.321483597653185,0.0527620814639958,1,116
+"279","ran_vals","upstream_vcs_link","https://github.com/pgbackrest/pgbackrest","D:week_offset",0.249882523516913,0.0383287422643383,0.174759569106092,0.325005477927735,2,421
+"280","ran_vals","upstream_vcs_link","https://github.com/pgRouting/pgrouting.git","D:week_offset",0.201905193552596,0.0429479660083888,0.117728726966904,0.286081660138289,2,380
+"281","ran_vals","upstream_vcs_link","https://github.com/philpem/printer-driver-ptouch.git","D:week_offset",0.144884511313749,0.0565519119765361,0.0340448005828586,0.255724222044639,2,332
+"282","ran_vals","upstream_vcs_link","https://github.com/phpmyadmin/motranslator","D:week_offset",-0.0437971572312176,0.0813693069159319,-0.20327806823343,0.115683753770995,1,187
+"283","ran_vals","upstream_vcs_link","https://github.com/plastex/plastex","D:week_offset",-0.351976609369315,0.140421631745538,-0.627197950240915,-0.0767552684977142,0,12
+"284","ran_vals","upstream_vcs_link","https://github.com/plotly/plotly.R.git","D:week_offset",0.201280405893077,0.042217441022577,0.118535741969382,0.284025069816771,2,379
+"285","ran_vals","upstream_vcs_link","https://github.com/porridge/bambam","D:week_offset",0.0913118098375048,0.0665033577396281,-0.0390323761831494,0.221655995858159,1,286
+"286","ran_vals","upstream_vcs_link","https://github.com/PracticallyGreen/omniauth-saml.git","D:week_offset",-0.0468178067073026,0.080550947072429,-0.204694761889855,0.11105914847525,1,183
+"287","ran_vals","upstream_vcs_link","https://github.com/prawnpdf/prawn","D:week_offset",0.085140253623075,0.0569910857444897,-0.0265602218759588,0.196840729122109,1,277
+"288","ran_vals","upstream_vcs_link","https://github.com/prehor/amavisd-milter","D:week_offset",-0.12085479315302,0.0936589402901532,-0.304422942951908,0.0627133566458677,1,132
+"289","ran_vals","upstream_vcs_link","https://github.com/processone/eimp.git","D:week_offset",-0.232362768900667,0.117970740840184,-0.463581172176936,-0.00114436562439901,0,55
+"290","ran_vals","upstream_vcs_link","https://github.com/processone/fast_tls.git","D:week_offset",-0.218677217146883,0.114645578124793,-0.443378421258251,0.00602398696448536,1,60
+"291","ran_vals","upstream_vcs_link","https://github.com/processone/pkix.git","D:week_offset",-0.101467146843139,0.0979219361957664,-0.29339061508327,0.0904563213969927,1,147
+"292","ran_vals","upstream_vcs_link","https://github.com/processone/stun.git","D:week_offset",-0.233262287166941,0.117948852679558,-0.464437790436695,-0.00208678389718672,0,54
+"293","ran_vals","upstream_vcs_link","https://github.com/prometheus/haproxy_exporter","D:week_offset",-0.0566493715380261,0.0831573155903587,-0.21963471514616,0.106335972070108,1,175
+"294","ran_vals","upstream_vcs_link","https://github.com/prometheus/mysqld_exporter","D:week_offset",-0.139480928368777,0.0945539585312922,-0.324803281685804,0.0458414249482492,1,112
+"295","ran_vals","upstream_vcs_link","https://github.com/prometheus/node_exporter","D:week_offset",-0.0107134236661665,0.0735869033482,-0.154941103962468,0.133514256630135,1,210
+"296","ran_vals","upstream_vcs_link","https://github.com/prometheus/pushgateway","D:week_offset",-0.19437383501218,0.103702208042408,-0.397626427892579,0.00887875786821968,1,77
+"297","ran_vals","upstream_vcs_link","https://github.com/prometheus/snmp_exporter","D:week_offset",-0.0203258846794824,0.0799988722261726,-0.177120793046602,0.136469023687638,1,206
+"298","ran_vals","upstream_vcs_link","https://github.com/psf/black.git","D:week_offset",-0.0319467917847753,0.0767277535445327,-0.182330425346725,0.118436841777174,1,197
+"299","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/clj-kitchensink.git","D:week_offset",-0.0211758363022882,0.0787516206246255,-0.175526176450716,0.133174503846139,1,205
+"300","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/marionette-collective","D:week_offset",-0.0523681711291916,0.081865319660943,-0.212821249247499,0.108084906989115,1,178
+"301","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-apache","D:week_offset",0.226342682477137,0.0379194334001375,0.152021958698702,0.300663406255571,2,399
+"302","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-concat","D:week_offset",0.0538390952241851,0.064467470538323,-0.0725148252053249,0.180193015653695,1,260
+"303","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-firewall","D:week_offset",-0.0277235830162956,0.0743121289866556,-0.173372679444636,0.117925513412044,1,199
+"304","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-mysql","D:week_offset",0.155841375047934,0.0480662285513203,0.0616332982146752,0.250049451881192,2,339
+"305","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-ntp.git","D:week_offset",-0.0255688400304697,0.0784068707197589,-0.179243482781685,0.128105802720746,1,203
+"306","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-postgresql.git","D:week_offset",0.132406095346228,0.0511385047358558,0.0321764678407192,0.232635722851736,2,320
+"307","ran_vals","upstream_vcs_link","https://github.com/puppetlabs/puppetlabs-xinetd","D:week_offset",-0.239793459642385,0.11440602782509,-0.464025153793849,-0.0155617654909201,0,52
+"308","ran_vals","upstream_vcs_link","https://github.com/py-pdf/pypdf","D:week_offset",0.248085605792918,0.0403770615504997,0.168948019352381,0.327223192233454,2,418
+"309","ran_vals","upstream_vcs_link","https://github.com/pydanny/cached-property.git","D:week_offset",-0.242775945773805,0.11431934109255,-0.466837737051553,-0.0187141544960562,0,51
+"310","ran_vals","upstream_vcs_link","https://github.com/pydicom/pydicom.git","D:week_offset",0.172305147847788,0.0468636283680435,0.0804541240615532,0.264156171634023,2,352
+"311","ran_vals","upstream_vcs_link","https://github.com/pyjokes/pyjokes","D:week_offset",-0.249126435865611,0.118343011801232,-0.481074476818024,-0.0171783949131971,0,44
+"312","ran_vals","upstream_vcs_link","https://github.com/pypa/pipenv.git","D:week_offset",0.3385628404457,0.02783807202034,0.284001221886801,0.393124459004599,2,451
+"313","ran_vals","upstream_vcs_link","https://github.com/pyparsing/pyparsing","D:week_offset",0.151247530065219,0.0515772451630717,0.050157987123806,0.252337073006632,2,337
+"314","ran_vals","upstream_vcs_link","https://github.com/pytest-dev/pytest-bdd.git","D:week_offset",-0.00484383960817626,0.0765713110741675,-0.154920851562557,0.145233172346205,1,215
+"315","ran_vals","upstream_vcs_link","https://github.com/python-bugzilla/python-bugzilla","D:week_offset",-0.133126009800003,0.0967212641793056,-0.322696204130626,0.0564441845306197,1,119
+"316","ran_vals","upstream_vcs_link","https://github.com/python-social-auth/social-app-django.git","D:week_offset",-0.175998192746247,0.100955282488371,-0.373866910472522,0.0218705249800281,1,88
+"317","ran_vals","upstream_vcs_link","https://github.com/rackerlabs/kthresher","D:week_offset",-0.0234623119314141,0.0823960180847371,-0.18495553984701,0.138030915984182,1,204
+"318","ran_vals","upstream_vcs_link","https://github.com/rails/jbuilder","D:week_offset",-0.117507992671928,0.0961929884886894,-0.306042785675035,0.0710268003311795,1,134
+"319","ran_vals","upstream_vcs_link","https://github.com/rails/jquery-rails.git","D:week_offset",-0.153223658273867,0.0953131936776692,-0.34003408513359,0.0335867685858552,1,100
+"320","ran_vals","upstream_vcs_link","https://github.com/rails/rails-dom-testing","D:week_offset",-0.199477221841801,0.11364964220215,-0.42222642741388,0.0232719837302769,1,73
+"321","ran_vals","upstream_vcs_link","https://github.com/rails/rails-html-sanitizer","D:week_offset",-0.315058019330867,0.130436912622643,-0.570709670325845,-0.059406368335889,0,22
+"322","ran_vals","upstream_vcs_link","https://github.com/rails/sprockets.git","D:week_offset",-0.0890128766060651,0.0872104493518929,-0.25994221641133,0.0819164631991995,1,157
+"323","ran_vals","upstream_vcs_link","https://github.com/rakhimov/scram.git","D:week_offset",0.0623845307184847,0.0605057295556262,-0.0562045200688634,0.180973581505833,1,268
+"324","ran_vals","upstream_vcs_link","https://github.com/ranger/ranger.git","D:week_offset",-0.366733116978841,0.139442082708094,-0.64003457701596,-0.093431656941722,0,5
+"325","ran_vals","upstream_vcs_link","https://github.com/Ranks/emojione","D:week_offset",0.0609919136923095,0.0631807981012781,-0.0628401751006922,0.184824002485311,1,265
+"326","ran_vals","upstream_vcs_link","https://github.com/rbenv/ruby-build.git","D:week_offset",0.0216919108911238,0.0754751636085736,-0.126236691508949,0.169620513291196,1,236
+"327","ran_vals","upstream_vcs_link","https://github.com/rclone/rclone.git","D:week_offset",0.106462669561296,0.0550178831684276,-0.00137039995445423,0.214295739077047,1,301
+"328","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/dcfldd","D:week_offset",-0.189513900925059,0.112645977524646,-0.410295959876673,0.0312681580265549,1,82
+"329","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/nbtscan","D:week_offset",-0.154645153747322,0.107308296770004,-0.364965550658866,0.055675243164221,1,99
+"330","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/openrdate","D:week_offset",-0.125171886210153,0.101108230606787,-0.323340376740026,0.0729966043197211,1,128
+"331","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/packit","D:week_offset",0.00225291414477885,0.0760538229460893,-0.146809839716142,0.1513156680057,1,223
+"332","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/scrot","D:week_offset",-0.183755179758157,0.112791547025057,-0.404822549687825,0.0373121901715114,1,83
+"333","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/sniffit","D:week_offset",-0.363028548876352,0.13968298180011,-0.636802162457731,-0.0892549352949739,0,8
+"334","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/stress","D:week_offset",-0.0838674035901277,0.0971582843858761,-0.274294141786145,0.10655933460589,1,159
+"335","ran_vals","upstream_vcs_link","https://github.com/resurrecting-open-source-projects/txt2html","D:week_offset",-0.195400766201,0.113787495320662,-0.418420158920517,0.0276186265185165,1,75
+"336","ran_vals","upstream_vcs_link","https://github.com/RiotGames/buff-extensions","D:week_offset",-0.271860719645558,0.11935257993794,-0.50578747778586,-0.0379339615052575,0,35
+"337","ran_vals","upstream_vcs_link","https://github.com/robert7/nixnote2","D:week_offset",0.262030556923725,0.0364974653047857,0.190496839399344,0.333564274448105,2,428
+"338","ran_vals","upstream_vcs_link","https://github.com/ropensci/RNeXML.git","D:week_offset",0.128850544479396,0.0527185334752589,0.0255241175501198,0.232176971408673,2,317
+"339","ran_vals","upstream_vcs_link","https://github.com/ros/robot_state_publisher","D:week_offset",-0.144488542027629,0.105688571614611,-0.351634335969748,0.0626572519144903,1,107
+"340","ran_vals","upstream_vcs_link","https://github.com/royhills/arp-scan","D:week_offset",0.103034223406413,0.0633199084184868,-0.0210705165981956,0.227138963411022,1,296
+"341","ran_vals","upstream_vcs_link","https://github.com/rr-debugger/rr.git","D:week_offset",0.236161794200642,0.0370075684840404,0.163628292816524,0.308695295584761,2,406
+"342","ran_vals","upstream_vcs_link","https://github.com/rsnapshot/rsnapshot.git","D:week_offset",-0.0967235981911489,0.0866927479792764,-0.266638261951338,0.0731910655690404,1,150
+"343","ran_vals","upstream_vcs_link","https://github.com/rsyslog/rsyslog-doc","D:week_offset",-0.182550220934418,0.106543039028706,-0.391370740234128,0.0262702983652924,1,85
+"344","ran_vals","upstream_vcs_link","https://github.com/ruby-ldap/ruby-net-ldap.git","D:week_offset",0.13184250604265,0.0508916335211634,0.0320967372267587,0.231588274858542,2,318
+"345","ran_vals","upstream_vcs_link","https://github.com/scikit-learn-contrib/imbalanced-learn.git","D:week_offset",0.244274451848114,0.0375788199327642,0.170621318198381,0.317927585497848,2,416
+"346","ran_vals","upstream_vcs_link","https://github.com/scop/bash-completion","D:week_offset",-0.047336861667739,0.0781316793810722,-0.200472139306271,0.105798415970793,1,181
+"347","ran_vals","upstream_vcs_link","https://github.com/seccomp/libseccomp","D:week_offset",-0.115944494504422,0.0948310098270149,-0.301809858382935,0.0699208693740916,1,136
+"348","ran_vals","upstream_vcs_link","https://github.com/selectize/selectize.js","D:week_offset",-0.309690064060707,0.133516420761204,-0.571377440097363,-0.0480026880240502,0,24
+"349","ran_vals","upstream_vcs_link","https://github.com/SELinuxProject/selinux.git","D:week_offset",0.0538017685013199,0.0677731440236297,-0.0790311529040403,0.18663468990668,1,259
+"350","ran_vals","upstream_vcs_link","https://github.com/SethMMorton/natsort.git","D:week_offset",-0.202574608785799,0.11425973911165,-0.426519582327576,0.0213703647559776,1,71
+"351","ran_vals","upstream_vcs_link","https://github.com/silx-kit/pyFAI","D:week_offset",0.273385652174173,0.0347344383394223,0.205307404005678,0.341463900342668,2,435
+"352","ran_vals","upstream_vcs_link","https://github.com/simd-everywhere/simde","D:week_offset",0.25772154086105,0.0370803707986576,0.18504534956229,0.33039773215981,2,425
+"353","ran_vals","upstream_vcs_link","https://github.com/sinatra/sinatra.git","D:week_offset",0.061517344665775,0.0631555294362604,-0.0622652184538546,0.185299907785405,1,266
+"354","ran_vals","upstream_vcs_link","https://github.com/skvadrik/re2c","D:week_offset",0.183928755899354,0.048485980651736,0.088897980066845,0.278959531731862,2,368
+"355","ran_vals","upstream_vcs_link","https://github.com/slime/slime","D:week_offset",-0.130398718698117,0.088044450504753,-0.302962670726052,0.0421652333298185,1,121
+"356","ran_vals","upstream_vcs_link","https://github.com/smarty-php/smarty.git","D:week_offset",0.059444095998207,0.0698541769299713,-0.0774675749542254,0.196355766950639,1,263
+"357","ran_vals","upstream_vcs_link","https://github.com/solnic/virtus.git","D:week_offset",0.24276684429551,0.037557453855127,0.169155587388436,0.316378101202584,2,415
+"358","ran_vals","upstream_vcs_link","https://github.com/sopel-irc/sopel.git","D:week_offset",0.208069652453973,0.0398277754303212,0.130008647026195,0.286130657881752,2,386
+"359","ran_vals","upstream_vcs_link","https://github.com/spacetelescope/gwcs","D:week_offset",0.10625144130745,0.058517911881997,-0.00844155843175275,0.220944441046652,1,300
+"360","ran_vals","upstream_vcs_link","https://github.com/squizlabs/PHP_CodeSniffer","D:week_offset",0.144521141324571,0.0488414167204059,0.0487937235986632,0.240248559050479,2,330
+"361","ran_vals","upstream_vcs_link","https://github.com/stachenov/quazip.git","D:week_offset",-0.0946584567803228,0.092579374553484,-0.276110696616395,0.0867937830557497,1,153
+"362","ran_vals","upstream_vcs_link","https://github.com/stephane/libmodbus.git","D:week_offset",-0.0650508424604091,0.0896652665641932,-0.240791535590411,0.110689850669593,1,171
+"363","ran_vals","upstream_vcs_link","https://github.com/supercollider/supercollider.git","D:week_offset",0.244360784356158,0.0374505294345574,0.170959095462468,0.317762473249848,2,417
+"364","ran_vals","upstream_vcs_link","https://github.com/swaywm/wlroots","D:week_offset",0.149067988900521,0.0498719047517362,0.0513208517467066,0.246815126054336,2,333
+"365","ran_vals","upstream_vcs_link","https://github.com/syncthing/syncthing.git","D:week_offset",0.228100253017175,0.0379053724945978,0.153807088107188,0.302393417927162,2,401
+"366","ran_vals","upstream_vcs_link","https://github.com/tarantool/tarantool","D:week_offset",0.285372919200456,0.034958579289442,0.216855362842462,0.35389047555845,2,444
+"367","ran_vals","upstream_vcs_link","https://github.com/terser/terser","D:week_offset",0.266648618532797,0.0356989022426102,0.196680055849665,0.33661718121593,2,432
+"368","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/factory_girl.git","D:week_offset",-0.0750236926797295,0.0878384112710359,-0.247183815230177,0.0971364298707178,1,163
+"369","ran_vals","upstream_vcs_link","https://github.com/thoughtbot/shoulda-matchers","D:week_offset",0.0271612662491632,0.0647462358761725,-0.0997390242026701,0.154061556700996,1,242
+"370","ran_vals","upstream_vcs_link","https://github.com/tinfoil/devise-two-factor.git","D:week_offset",-0.127065894442186,0.0970331847448711,-0.317247441847354,0.0631156529629828,1,125
+"371","ran_vals","upstream_vcs_link","https://github.com/tkf/emacs-jedi.git","D:week_offset",0.149246089371992,0.0501698170823378,0.050915054779648,0.247577123964337,2,335
+"372","ran_vals","upstream_vcs_link","https://github.com/tmuxinator/tmuxinator","D:week_offset",-0.094603658675246,0.0851261757739008,-0.261447897333718,0.0722405799832255,1,154
+"373","ran_vals","upstream_vcs_link","https://github.com/totalopenstation/totalopenstation.git","D:week_offset",-0.0269896199343353,0.0817987912725493,-0.187312304807441,0.13333306493877,1,201
+"374","ran_vals","upstream_vcs_link","https://github.com/tpm2-software/tpm2-abrmd.git","D:week_offset",0.127230567879323,0.0529374849189295,0.0234750040060892,0.230986131752557,2,316
+"375","ran_vals","upstream_vcs_link","https://github.com/tqdm/tqdm.git","D:week_offset",0.0168043677152542,0.0722881345224493,-0.124877772458333,0.158486507888841,1,231
+"376","ran_vals","upstream_vcs_link","https://github.com/troglobit/inadyn","D:week_offset",-0.364387683033532,0.139594224507093,-0.637987335517232,-0.0907880305498318,0,7
+"377","ran_vals","upstream_vcs_link","https://github.com/Tux/Text-CSV_XS.git","D:week_offset",-0.0565895130785693,0.0842964828603073,-0.22180758350817,0.108628557351031,1,176
+"378","ran_vals","upstream_vcs_link","https://github.com/twbs/bootstrap-sass","D:week_offset",0.0250926592334293,0.066934500303234,-0.106096550684095,0.156281869150953,1,241
+"379","ran_vals","upstream_vcs_link","https://github.com/twisted/twisted.git","D:week_offset",0.278134669186714,0.0314835034262876,0.216428136364047,0.339841202009381,2,440
+"380","ran_vals","upstream_vcs_link","https://github.com/ua-parser/uap-core.git","D:week_offset",-0.321023716767551,0.128814856677882,-0.573496196529888,-0.0685512370052145,0,19
+"381","ran_vals","upstream_vcs_link","https://github.com/un33k/django-ipware","D:week_offset",-0.326239844490685,0.136064584611568,-0.592921529900762,-0.0595581590806083,0,17
+"382","ran_vals","upstream_vcs_link","https://github.com/unknown-horizons/unknown-horizons.git","D:week_offset",0.273764543743998,0.0317156501540164,0.211603011695853,0.335926075792142,2,436
+"383","ran_vals","upstream_vcs_link","https://github.com/varietywalls/variety.git","D:week_offset",0.133929719999153,0.0550765004597494,0.0259817627035406,0.241877677294766,2,321
+"384","ran_vals","upstream_vcs_link","https://github.com/varvet/pundit","D:week_offset",-0.0326086097105273,0.0786363860211705,-0.18673309418641,0.121515874765356,1,194
+"385","ran_vals","upstream_vcs_link","https://github.com/vim-airline/vim-airline.git","D:week_offset",0.0463291409998695,0.0638587042056426,-0.0788316193425865,0.171489901342325,1,252
+"386","ran_vals","upstream_vcs_link","https://github.com/vim-syntastic/syntastic","D:week_offset",0.0345547013577136,0.0633712008429155,-0.0896505699514552,0.158759972666882,1,246
+"387","ran_vals","upstream_vcs_link","https://github.com/virt-manager/virt-manager","D:week_offset",0.206917791444402,0.042963659481983,0.122710566215672,0.291125016673131,2,385
+"388","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/beaker","D:week_offset",0.248620353631711,0.035696978905035,0.178655560620956,0.318585146642466,2,419
+"389","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/librarian-puppet.git","D:week_offset",0.0367688837563903,0.0696094613077809,-0.0996631533900946,0.173200920902875,1,249
+"390","ran_vals","upstream_vcs_link","https://github.com/voxpupuli/pypuppetdb","D:week_offset",-0.0720935557519852,0.0875565213075416,-0.24370118412638,0.0995140726224102,1,166
+"391","ran_vals","upstream_vcs_link","https://github.com/webcamoid/webcamoid.git","D:week_offset",-0.0403446616301501,0.0801582170628826,-0.197451880138344,0.116762556878044,1,191
+"392","ran_vals","upstream_vcs_link","https://github.com/websocket-client/websocket-client","D:week_offset",0.196692505359118,0.0467428787881701,0.105078146400583,0.288306864317652,2,375
+"393","ran_vals","upstream_vcs_link","https://github.com/X0rg/CPU-X.git","D:week_offset",-0.310332527321005,0.132839520208528,-0.5706932026533,-0.0499718519887096,0,23
+"394","ran_vals","upstream_vcs_link","https://github.com/Xastir/Xastir.git","D:week_offset",-0.263900126572524,0.124716628787267,-0.508340227268819,-0.01946002587623,0,38
+"395","ran_vals","upstream_vcs_link","https://github.com/Xaviju/inkscape-open-symbols","D:week_offset",-0.126601436948615,0.0944252541961966,-0.3116715344042,0.0584686605069702,1,126
+"396","ran_vals","upstream_vcs_link","https://github.com/xtaran/unburden-home-dir","D:week_offset",-0.0181629744027475,0.0788200609833992,-0.172647455189461,0.136321506383965,1,207
+"397","ran_vals","upstream_vcs_link","https://github.com/ycm-core/ycmd","D:week_offset",-0.0824952501447325,0.0840500588439236,-0.247230338377295,0.0822398380878299,1,160
+"398","ran_vals","upstream_vcs_link","https://github.com/ycm-core/YouCompleteMe","D:week_offset",0.237605712115638,0.0363874419461529,0.166287636411636,0.308923787819639,2,408
+"399","ran_vals","upstream_vcs_link","https://github.com/yrro/command-t","D:week_offset",-0.158261460308577,0.102120976127917,-0.35841489558537,0.0418919749682153,1,97
+"400","ran_vals","upstream_vcs_link","https://github.com/ytdl-org/youtube-dl.git","D:week_offset",0.29351971558062,0.0305064446722939,0.23372818272656,0.35331124843468,2,449
+"401","ran_vals","upstream_vcs_link","https://github.com/zaach/jison","D:week_offset",-0.371658292619482,0.139126825575918,-0.644341860031666,-0.0989747252072972,0,2
+"402","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-builder-gradle-debian-packaging.git","D:week_offset",-0.309086927694336,0.128941587745671,-0.561807795785262,-0.0563660596034097,0,25
+"403","ran_vals","upstream_vcs_link","https://github.com/zeroc-ice/ice-debian-packaging.git","D:week_offset",-0.130816838155066,0.0935034688906681,-0.314080269610337,0.0524465933002046,1,120
+"404","ran_vals","upstream_vcs_link","https://github.com/zeromq/czmq.git","D:week_offset",0.226287300581361,0.0378117557625926,0.152177621094455,0.300396980068268,2,398
+"405","ran_vals","upstream_vcs_link","https://github.com/zkat/ssri.git","D:week_offset",-0.1146218364687,0.091913716226613,-0.294769409958096,0.0655257370206966,1,138
+"406","ran_vals","upstream_vcs_link","https://github.com/zloirock/core-js.git","D:week_offset",0.0772977126219179,0.0603326595457032,-0.040952127179177,0.195547552423013,1,275
+"407","ran_vals","upstream_vcs_link","https://github.com/zmartzone/cjose.git","D:week_offset",-0.211470426923722,0.115749470008213,-0.438335219369419,0.0153943655219755,1,65
+"408","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/BTrees.git","D:week_offset",-0.280047308234734,0.130371053141775,-0.535569877019171,-0.0245247394502969,0,32
+"409","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.deprecation.git","D:week_offset",-0.237580599263915,0.121373895222799,-0.475469062563939,0.000307864036109218,1,53
+"410","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.event","D:week_offset",-0.227579885853923,0.123134201798755,-0.46891848664457,0.013758714936724,1,57
+"411","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.i18nmessageid","D:week_offset",-0.174285252773265,0.107610450647057,-0.385197860401622,0.0366273548550918,1,89
+"412","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.interface.git","D:week_offset",-0.28461984218259,0.130010503969751,-0.539435747575205,-0.0298039367899761,0,30
+"413","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.proxy","D:week_offset",-0.31542850119736,0.136711100543023,-0.583377334548519,-0.0474796678462011,0,21
+"414","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.schema","D:week_offset",-0.249634964892205,0.122394383845766,-0.489523549139878,-0.00974638064453254,0,43
+"415","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testing","D:week_offset",-0.272547519036153,0.128609361909926,-0.524617236454286,-0.0204778016180195,0,34
+"416","ran_vals","upstream_vcs_link","https://github.com/zopefoundation/zope.testrunner","D:week_offset",-0.24326044544034,0.120721689968348,-0.479870609931112,-0.00665028094956843,0,50
+"417","ran_vals","upstream_vcs_link","https://github.com/zsh-users/antigen","D:week_offset",-0.00128277546020932,0.0725948746872615,-0.14356611530944,0.141000564389022,1,216
+"418","ran_vals","upstream_vcs_link","https://gitlab.com/gnutls/libtasn1","D:week_offset",-0.0392638568370844,0.0866883749092759,-0.209169949537571,0.130642235863402,1,192
+"419","ran_vals","upstream_vcs_link","https://gitlab.com/ixion/ixion.git","D:week_offset",-0.125832009896396,0.095775716376662,-0.313548964588177,0.0618849447953842,1,127
+"420","ran_vals","upstream_vcs_link","https://gitlab.com/libidn/libidn2","D:week_offset",0.076852465483438,0.0601915022550822,-0.0411207111118846,0.194825642078761,1,274
+"421","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/libosinfo.git","D:week_offset",0.137491734510302,0.0548931236873471,0.0299031890841994,0.245080279936405,2,324
+"422","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db-tools.git","D:week_offset",0.0184341849358689,0.0755656222944245,-0.12967171323056,0.166540083102298,1,232
+"423","ran_vals","upstream_vcs_link","https://gitlab.com/libosinfo/osinfo-db.git","D:week_offset",0.206193576406908,0.0448406395374364,0.11830753786979,0.294079614944027,2,384
+"424","ran_vals","upstream_vcs_link","https://gitlab.com/o9000/tint2","D:week_offset",0.046566427527712,0.0649864638376761,-0.0808047010767477,0.173937556132172,1,253
+"425","ran_vals","upstream_vcs_link","https://gitlab.com/oath-toolkit/oath-toolkit","D:week_offset",-0.17801535974432,0.113652220409429,-0.400769618509808,0.0447388990211676,1,87
+"426","ran_vals","upstream_vcs_link","https://gitlab.com/orcus/orcus","D:week_offset",-0.136701266406755,0.0964986420552417,-0.32583512939205,0.0524325965785414,1,114
+"427","ran_vals","upstream_vcs_link","https://gitlab.dune-project.org/core/dune-common","D:week_offset",0.164915811105886,0.0469604354603687,0.0728750489052459,0.256956573306527,2,346
+"428","ran_vals","upstream_vcs_link","https://gitlab.freedesktop.org/pulseaudio/pulseaudio.git","D:week_offset",0.0871962485026885,0.0609850503496422,-0.032332253777972,0.206724750783349,1,280
+"429","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/balsa","D:week_offset",-0.0101458860027618,0.0745962912100552,-0.156351930154732,0.136060158149208,1,211
+"430","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/clutter.git","D:week_offset",-0.0258235088994109,0.0797697513089316,-0.182169348520634,0.130522330721812,1,202
+"431","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/folks","D:week_offset",-0.148944047195644,0.104473429706934,-0.353708206762612,0.0558201123713245,1,103
+"432","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gcr.git","D:week_offset",-0.17317042312192,0.106206336073192,-0.381331016755334,0.0349901705114945,1,90
+"433","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gdk-pixbuf","D:week_offset",0.0347979013862131,0.0680364225229908,-0.0985510363957986,0.168146839168225,1,247
+"434","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/geary.git","D:week_offset",0.198937773602459,0.0441154595055734,0.1124730618101,0.285402485394818,2,377
+"435","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gjs.git","D:week_offset",0.182611336056974,0.0466642092634723,0.0911511665335278,0.27407150558042,2,365
+"436","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/glade","D:week_offset",0.14222462030978,0.0510489127389093,0.0421705898915902,0.24227865072797,2,328
+"437","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-builder.git","D:week_offset",0.238527539124738,0.0372488558034077,0.165521123284733,0.311533954964742,2,411
+"438","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-calendar.git","D:week_offset",-0.042333001370072,0.0806165558625446,-0.200338547418321,0.115672544678177,1,190
+"439","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-clocks.git","D:week_offset",0.241707772948882,0.0401070056727103,0.163099486302626,0.320316059595138,2,414
+"440","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gnome-desktop.git","D:week_offset",0.0477695821398641,0.067032146848112,-0.0836110114888356,0.179150175768564,1,254
+"441","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/gvfs.git","D:week_offset",0.0186755093834711,0.0708690684819531,-0.12022531245906,0.157576331226002,1,233
+"442","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/json-glib.git","D:week_offset",-0.0778858278302951,0.094300057353977,-0.262710543984151,0.106938888323561,1,161
+"443","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/libgweather.git","D:week_offset",0.170499084585983,0.0495467344902635,0.0733892694334979,0.267608899738468,2,350
+"444","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/template-glib.git","D:week_offset",-0.15558150727989,0.0971406695180661,-0.345973720969408,0.0348107064096272,1,98
+"445","ran_vals","upstream_vcs_link","https://gitlab.gnome.org/GNOME/vala.git","D:week_offset",0.25217485337863,0.0371846828444627,0.179294214226939,0.325055492530321,2,422
+"446","ran_vals","upstream_vcs_link","https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb","D:week_offset",0.238358276605302,0.0380391760096443,0.163802861624819,0.312913691585785,2,410
+"447","ran_vals","upstream_vcs_link","https://invent.kde.org/office/ghostwriter","D:week_offset",-0.0432543511941282,0.086976300358831,-0.213724767405975,0.127216065017719,1,189
+"448","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kscreen.git","D:week_offset",0.0622136694166409,0.0662664853081184,-0.0676662551693237,0.192093594002606,1,267
+"449","ran_vals","upstream_vcs_link","https://invent.kde.org/plasma/kwin.git","D:week_offset",0.293149136531852,0.0332742597747165,0.227932785761178,0.358365487302526,2,448
+"450","ran_vals","upstream_vcs_link","https://salsa.debian.org/emacsen-team/magithub","D:week_offset",0.114703003362382,0.0550355686268932,0.00683527098498887,0.222570735739775,2,309
+"451","ran_vals","upstream_vcs_link","https://salsa.debian.org/ruby-team/ruby-github-markup","D:week_offset",-0.29911701436146,0.127493321807645,-0.548999333373819,-0.0492346953491002,0,27