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.Rhistory
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knit(Users/hgg11/Desktop/intro_to_R.txt, output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit(intro_to_R.txt, output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit('intro_to_R.txt', output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit('Users/hgg11/Desktop/intro_to_R.txt', output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit('intro_to_R.rmd', output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit('intro_to_R.Rmd', output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit('intro_to_R.Rmd', output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit('Users/hgg11/Desktop/intro_to_R.Rmd', output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
knit('/Users/hgg11/Desktop/intro_to_R.Rmd', output = NULL, tangle = FALSE, text = NULL, quiet = FALSE,
envir = parent.frame(), encoding = getOption("encoding"))
```{r view-data}
arbuthnot
```
View(arbuthnot)
{r dim-data}
dim(arbuthnot)
names(arbuthnot)
arbuthnot
arbuthnot
names(arbuthnot)
View(arbuthnot)
arbuthnot$boys
# type your code for the Question 2 here, and Knit
arbuthnot$girls
ggplot(data = arbuthnot, aes(x = year, y = girls)) +
geom_point()
ggplot(data = arbuthnot, aes(x = year, y = girls)) +
geom_point()
ggplot(data = arbuthnot, aes(x = year, y = girls)) +
geom_point()
5218 + 4683
arbuthnot$boys + arbuthnot$girls
arbuthnot <- arbuthnot %>%
mutate(total = boys + girls)
ggplot(data = arbuthnot, aes(x = year, y = total)) +
geom_line()
ggplot(data = arbuthnot, aes(x = year, y = total)) +
geom_line() +
geom_point()
ggplot(data = arbuthnot, aes(x = year, y = total/boys)) +
geom_line() +
ggplot(data = arbuthnot, aes(x = year, y = total)) +
geom_line()
ggplot(data = arbuthnot, aes(x = year, y = total/boys)) +
geom_line()
ggplot(data = arbuthnot, aes(x = year, y = boys/total)) +
geom_line()
# type your code for the Exercise here, and Knit
ggplot(data = arbuthnot, aes(x = year, y = boys/total)) +
+ geom_line()
# type your code for the Exercise here, and Knit
> ggplot(data = arbuthnot, aes(x = year, y = boys/total)) +
# type your code for the Exercise here, and Knit
ggplot(data = arbuthnot, aes(x = year, y = boys/total)) +
+ + geom_line()
# type your code for the Exercise here, and Knit
ggplot(data = arbuthnot, aes(x = year, y = boys/total)) +
+ + geom_line()
data(present)
data(present)
data(present)
# type your code for Question 4 here, and Knit
range(present$year)
# type your code for Question 4 here, and Knit
3
# type your code for Exercise here, and Knit
range(present$year)
present <- present %>%
mutate(total = boys + girls)
present <- present %>%
mutate(prop_boys = boys/total)
ggplot(data = present, aes(x = year, y = prop_boys)) +
geom_line()
# type your code for Question 5 here, and Knit
ggplot(data = present, aes(x = year, y = prop_boys)) +
+ geom_line()
install.packages(devtools)
install.packages("devtools")
devtools::install_github('BergelsonLab/blabr')
library(blabr)
##########################################################
# The default paths listed here are the ones pointing #
# to input/output folders in Seedlings/Code/blab, which #
# is also where a copy of this script lives. If #
# you need to run this script in some other location, #
# or want to set different input/outputs, you need to #
# set the following paths yourself. #
##########################################################
# folder with all the individual basiclevel csv's
all_bl_dir <- "../all_bl/02-07-18"
# folder to output the by-month csv's to
per_month_output_dir <- "../basiclevel_bymonth"
# all_audio.csv output
all_audio_out <- "../output/all_audio.csv"
# all_video.csv output
all_video_out <- "../output/all_video.csv"
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel"
############################
# where the magic happens: #
############################
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
library(blabr)
# folder with all the individual basiclevel csv's
all_bl_dir <- "../all_bl/02-07-18"
# folder to output the by-month csv's to
per_month_output_dir <- "../basiclevel_bymonth"
# all_audio.csv output
all_audio_out <- "../output/all_audio.csv"
# all_video.csv output
all_video_out <- "../output/all_video.csv"
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel"
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
library(tidyverse)
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
setwd("~/code/blab/generate_all_bl")
setwd("/Volumes/pn-opus-2/Seedlings/Code/blab/generate_all_bl")
library(blabr)
# folder with all the individual basiclevel csv's
all_bl_dir <- "../all_bl/02-07-18"
# folder to output the by-month csv's to
per_month_output_dir <- "../output/basiclevel_bymonth"
# all_audio.csv output
all_audio_out <- "../output/all_audio.csv"
# all_video.csv output
all_video_out <- "../output/all_video.csv"
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel"
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
setwd("/Volumes/pn-opus/Seedlings/Code/blab/generate_all_bl")
library(blabr)
all_bl_dir <- "../all_bl/03-15-18"
per_month_output_dir <- "../output/basiclevel_bymonth"
all_audio_out <- "../output/all_audio.csv"
all_video_out <- "../output/all_video.csv"
all_bl_out <- "../output/all_basiclevel"
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
audiostats <- concat_all_bl(audiomonths, all_audio_out)
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
videostats <- concat_all_bl(videomonths, all_video_out)
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
View(all_bl)
csv.write(all_bl, "problems.csv")
write.csv(all_bl, "problems.csv")
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
videostats <- concat_all_bl(videomonths, all_video_out)
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
View(all_bl)
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
audiostats <- concat_all_bl(audiomonths, all_audio_out)
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
videostats <- concat_all_bl(videomonths, all_video_out)
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
setwd("/Volumes/pn-opus/Seedlings/Code/blab/generate_all_bl")
library(blabr)
all_bl_dir <- "../all_bl/04-09-18"
per_month_output_dir <- "../output/basiclevel_bymonth"
all_audio_out <- "../output/all_audio.csv"
all_video_out <- "../output/all_video.csv"
all_bl_out <- "../output/all_basiclevel"
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
audiostats <- concat_all_bl(audiomonths, all_audio_out)
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
videostats <- concat_all_bl(videomonths, all_video_out)
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
summary(all_bl)
library(feather)
abl <- read_feather("../output/all_basiclevel.feather")
summary(abl)
setwd("/Volumes/pn-opus/Seedlings/Code/blab/generate_all_bl")
library(blabr)
all_bl_dir <- "../all_bl/04-11-18"
# folder to output the by-month csv's to
per_month_output_dir <- "../output/basiclevel_bymonth"
# all_audio.csv output
all_audio_out <- "../output/all_audio.csv"
# all_video.csv output
all_video_out <- "../output/all_video.csv"
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel"
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
write.csv(all_bl, "problems.csv")
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
setwd("/Volumes/pn-opus/Seedlings/Code/blab/generate_all_bl")
library(blabr)
# folder with all the individual basiclevel csv's
all_bl_dir <- "../all_bl/04-11-18"
# folder to output the by-month csv's to
per_month_output_dir <- "../output/basiclevel_bymonth"
# all_audio.csv output
all_audio_out <- "../output/all_audio.csv"
# all_video.csv output
all_video_out <- "../output/all_video.csv"
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel"
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
View(audiomonths)
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
library(blabr)
# folder with all the individual basiclevel csv's
all_bl_dir <- "../all_bl/05-31-18"
# folder to output the by-month csv's to
per_month_output_dir <- "../output/basiclevel_bymonth"
# all_audio.csv output
all_audio_out <- "../output/all_audio.csv"
# all_video.csv output
all_video_out <- "../output/all_video.csv"
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel"
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
audiostats
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
# if there were errors, run this to print report
write.csv(all_bl, "problems.csv")
# folder with all the individual basiclevel csv's
all_bl_dir <- "../all_bl/05-31-18"
# folder to output the by-month csv's to
per_month_output_dir <- "../output/basiclevel_bymonth"
# all_audio.csv output
all_audio_out <- "../output/all_audio.csv"
# all_video.csv output
all_video_out <- "../output/all_video.csv"
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel"
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
all_bl
# if there were errors, run this to print report
write.csv(all_bl, "problems.csv")
videostats
View(videostats)
View(audiostats)
View(videostats)
View(audiostats)
View(videostats)
View(all_bl)
library(blabr)
library(feather)
date_collect <- '04-03-19'
# folder with all the individual basiclevel csv's
all_bl_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/all_bl/", date_collect, sep='')
# folder to output the by-month csv's to
per_month_output_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/basiclevel_bymonth", sep='')
# all_audio.csv output
all_audio_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_audio.csv",sep='')
# all_video.csv output
all_video_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_video.csv",sep='')
all_bl_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_basiclevel",sep='')
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl_NA <- join_full_audio_video(audiostats, videostats, all_bl_out, keep_na=TRUE)
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl_NA <- join_full_audio_video(audiostats, videostats, all_bl_out, keep_na=TRUE)
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl_NA <- join_full_audio_video(audiostats, videostats, all_bl_out, keep_na=TRUE)
library(blabr)
library(feather)
date_collect <- '05-09-19'
# folder with all the individual basiclevel csv's
all_bl_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/all_bl/", date_collect, sep='')
# folder to output the by-month csv's to
per_month_output_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/basiclevel_bymonth", sep='')
# all_audio.csv output
all_audio_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_audio.csv",sep='')
# all_video.csv output
all_video_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_video.csv",sep='')
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel_with_na"
all_bl_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_basiclevel",sep='')
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl_NA <- join_full_audio_video(audiostats, videostats, all_bl_out, keep_na=TRUE)
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
# if there were errors, run this to print report
write.csv(all_bl, "problems.csv")
library(tidyverse)
library(forcats)
library(blabr)
all_bl <- get_all_basiclevel()
View(all_bl)
all_bl %>% filter(utterance_type != "d" & "i" & "q" & "n" & "s" & "r")
all_bl
all_bl %>% filter(!utterance_type %in% c("d", "i", "q", "n", "s", "r"))
all_bl %>% filter(!object_present %in% c("y", "n"))
print(all_bl %>% filter(!object_present %in% c("y", "n")))
objpres<-all_bl %>% filter(!object_present %in% c("y", "n"))
View(objpres)
all_bl %>% filter(!object_present %in% c("y", "n", "u"))
all_bl %>% filter(onset == "0")
ordinal<-all_bl %>% filter(onset == "0")
View(ordinal)
ordinaloff<-all_bl %>% filter(offset == "0")
View(ordinaloff)
library(blabr)
find.package(blabr)
find.package("blabr")
update.packages("blabr")
install.packages("devtools")
devtools::install_github('BergelsonLab/blabr')
devtools::install_github('BergelsonLab/blabr', force = TRUE)
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
View(audiomonths)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
devtools::install_github('BergelsonLab/blabr')
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
devtools::install_github('BergelsonLab/blabr', force = TRUE)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
library(blabr)
devtools::install_github('BergelsonLab/blabr', force = TRUE)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
devtools::install_github('BergelsonLab/blabr', ref="27e8e9f")
library(blabr)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
devtools::install_github('BergelsonLab/blabr', ref="73a6718")
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
library(blabr)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
uninstall.packages("blabr")
uninstall("blabr")
remove.packages("blabr")
devtools::install_github('BergelsonLab/blabr')
library(blabr)
library(feather)
library(blabr)
library(feather)
date_collect <- '05-09-19'
# folder with all the individual basiclevel csv's
all_bl_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/all_bl/", date_collect, sep='')
# folder to output the by-month csv's to
per_month_output_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/basiclevel_bymonth", sep='')
# all_audio.csv output
all_audio_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_audio.csv",sep='')
# all_video.csv output
all_video_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_video.csv",sep='')
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel_with_na"
all_bl_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_basiclevel",sep='')
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# all video
videostats <- concat_all_bl(videomonths, all_video_out)
# all basiclevel
all_bl_NA <- join_full_audio_video(audiostats, videostats, all_bl_out, keep_na=TRUE)
all_bl <- join_full_audio_video(audiostats, videostats, all_bl_out)
# if there were errors, run this to print report
write.csv(all_bl, "problems.csv")
library(blabr)
library(feather)
library(tidyverse)
date_collect <- '07-29-19'
# folder with all the individual basiclevel csv's
all_bl_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/all_bl/", date_collect, sep='')
# folder to output the by-month csv's to
per_month_output_dir <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/basiclevel_bymonth", sep='')
# all_audio.csv output
all_audio_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_audio.csv",sep='')
# all_video.csv output
all_video_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_video.csv",sep='')
# all_basiclevel output name without extension (it will add the .csv and .feather)
all_bl_out <- "../output/all_basiclevel_with_na"
all_bl_out <- paste("/Volumes/pn-opus/Seedlings/Code/blab/output_abl_",date_collect,"/all_basiclevel",sep='')
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")
# audio by month
audiomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "audio")
# all audio
audiostats <- concat_all_bl(audiomonths, all_audio_out)
# video by month
videomonths <- concat_month_bl(all_bl_dir, per_month_output_dir, "video")