Nothing
Using tuber"
In tuber: Client for the YouTube API
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>"
)
tuber: Access YouTube from R
Install, Load the package
To install the latest version from CRAN:
install.packages("tuber")
The latest development version of the package will always be on GitHub. Instructions for installing the package from Github are provided below.
# install.packages('devtools')
devtools::install_github("soodoku/tuber", build_vignettes = TRUE)
Next, load the package:
library(tuber)
Using the package
To get going, get the application id and password from Google Developer Console (see https://developers.google.com/youtube/v3/getting-started). Enable YouTube APIs. Create OAuth credentials, being sure to select 'Other' as your Application Type. Then set the application id and password via the yt_oauth function. For more information about YouTube OAuth, see YouTube OAuth Guide.
yt_oauth("998136489867-5t3tq1g7hbovoj46dreqd6k5kd35ctjn.apps.googleusercontent.com", "MbOSt6cQhhFkwETXKur-L9rN")
## Waiting for authentication in browser...
## Press Esc/Ctrl + C to abort
## Authentication complete.
Get Statistics of a Video
get_stats(video_id="N708P-A45D0")
## No. of Views 525112
## No. of Likes 5576
## No. of Dislikes 3564
## No. of Favorites 0
## No. of Comments 5329
Get Information About a Video
get_video_details(video_id="N708P-A45D0")
Get Caption of a Video
get_captions(video_id="yJXTXN4xrI8")
## <?xml version="1.0" encoding="utf-8"?>
## <transcript>
## <text start="6.614" dur="1.549">Every four seconds,</text>
## <text start="8.163" dur="1.534">someone is diagnosed with</text>
## <text start="9.697" dur="1.885">Alzheimer&#39;s disease.</text>
## <text start="11.582" dur="2.172">It&#39;s the most common cause of dementia,</text>
## <text start="13.754" dur="2.859">affecting over 40 million people worldwide,</text>
## <text start="16.613" dur="2.52">and yet finding a cure is something that still</text>
## <text start="19.133" dur="2.482">eludes researchers today.</text>
## <text start="21.615" dur="3.273">Dr. Alois Alzheimer, a German psychiatrist,</text>
## <text start="24.888" dur="3.047">first described the symptoms in 1901</text>
## <text start="27.935" dur="2.46">when he noticed that a particular hospital patient</text>
## <text start="30.395" dur="1.917">had some peculiar problems,</text>
## <text start="32.312" dur="1.803">including difficulty sleeping,</text>
## <text start="34.115" dur="3.37">disturbed memory, drastic mood changes,</text>
## <text start="37.485" dur="2.166">and increasing confusion.</text>
## <text start="39.651" dur="1.877">When the patient passed away,</text>
## <text start="41.528" dur="2.211">Alzheimer was able to do an autopsy</text>
## <text start="43.739" dur="2.04">and test his idea that perhaps</text>
## <text start="45.779" dur="2.421">her symptoms were caused by irregularities</text>
## <text start="48.2" dur="1.963">in the brain&#39;s structure.</text>
## <text start="50.163" dur="1.951">What he found beneath the microscope</text>
## <text start="52.114" dur="2.473">were visible differences in brain tissue</text>
## <text start="54.587" dur="2.194">in the form of misfolded proteins</text>
## <text start="56.781" dur="1.334">called plaques,</text>
## <text start="58.115" dur="2.433">and neurofibrillary tangles.</text>
## <text start="60.548" dur="2.378">Those plaques and tangles work together</text>
## <text start="62.926" dur="2.419">to break down the brain&#39;s structure.</text>
## <text start="65.345" dur="1.792">Plaques arise when another protein</text>
## <text start="67.137" dur="2.643">in the fatty membrane surrounding nerve cells</text>
## <text start="69.78" dur="2.697">gets sliced up by a particular enzyme,</text>
## <text start="72.477" dur="2.585">resulting in beta-amyloid proteins,</text>
## <text start="75.062" dur="1.799">which are sticky and have a tendency</text>
## <text start="76.861" dur="1.587">to clump together.</text>
## <text start="78.448" dur="1.952">That clumping is what forms the things</text>
## <text start="80.4" dur="2.131">we know as plaques.</text>
## <text start="82.531" dur="1.793">These clumps block signaling</text>
## <text start="84.324" dur="1.502">and, therefore, communication</text>
## <text start="85.826" dur="2.336">between cells, and also seem to trigger</text>
## <text start="88.162" dur="2.536">immune reactions that cause the destruction</text>
## <text start="90.698" dur="2.134">of disabled nerve cells.</text>
## <text start="92.832" dur="2.782">In Alzheimer&#39;s disease, neurofibrillary tangles</text>
## <text start="95.614" dur="3.085">are built from a protein known as tau.</text>
## <text start="98.699" dur="2.89">The brain&#39;s nerve cells contain a network of tubes</text>
## <text start="101.589" dur="2.024">that act like a highway for food molecules</text>
## <text start="103.613" dur="1.563">among other things.</text>
## <text start="105.176" dur="2.543">Usually, the tau protein ensures that these tubes</text>
## <text start="107.719" dur="2.256">are straight, allowing molecules</text>
## <text start="109.975" dur="1.917">to pass through freely.</text>
## <text start="111.892" dur="1.709">But in Alzheimer&#39;s disease,</text>
## <text start="113.601" dur="3.463">the protein collapses into twisted strands or tangles,</text>
## <text start="117.064" dur="1.832">making the tubes disintegrate,</text>
## <text start="118.896" dur="2.505">obstructing nutrients from reaching the nerve cell</text>
## <text start="121.401" dur="2.628">and leading to cell death.</text>
## <text start="124.029" dur="2.336">The destructive pairing of plaques and tangles</text>
## <text start="126.365" dur="2.332">starts in a region called the hippocampus,</text>
## <text start="128.697" dur="2.419">which is responsible for forming memories.</text>
## <text start="131.116" dur="1.713">That&#39;s why short-term memory loss</text>
## <text start="132.829" dur="2.702">is usually the first symptom of Alzheimer&#39;s.</text>
## <text start="135.531" dur="1.884">The proteins then progressively invade</text>
## <text start="137.415" dur="1.616">other parts of the brain,</text>
## <text start="139.031" dur="1.834">creating unique changes that signal</text>
## <text start="140.865" dur="2.416">various stages of the disease.</text>
## <text start="143.281" dur="1.235">At the front of the brain,</text>
## <text start="144.516" dur="3.536">the proteins destroy the ability to process logical thoughts.</text>
## <text start="148.052" dur="3.168">Next, they shift to the region that controls emotions,</text>
## <text start="151.22" dur="2.337">resulting in erratic mood changes.</text>
## <text start="153.557" dur="1.224">At the top of the brain,</text>
## <text start="154.781" dur="2.364">they cause paranoia and hallucinations,</text>
## <text start="157.145" dur="2.053">and once they reach the brain&#39;s rear,</text>
## <text start="159.198" dur="1.999">the plaques and tangles work together</text>
## <text start="161.197" dur="2.418">to erase the mind&#39;s deepest memories.</text>
## <text start="163.615" dur="1.621">Eventually the control centers governing</text>
## <text start="165.236" dur="2.794">heart rate and breathing are overpowered as well</text>
## <text start="168.03" dur="1.796">resulting in death.</text>
## <text start="169.826" dur="2.039">The immensely destructive nature of this disease</text>
## <text start="171.865" dur="2.999">has inspired many researchers to look for a cure</text>
## <text start="174.864" dur="3.752">but currently they&#39;re focused on slowing its progression.</text>
## <text start="178.616" dur="1.387">One temporary treatment</text>
## <text start="180.003" dur="2.627">helps reduce the break down of acetylcholine,</text>
## <text start="182.63" dur="2.653">an important chemical messenger in the brain</text>
## <text start="185.283" dur="2.519">which is decreased in Alzheimer&#39;s patients</text>
## <text start="187.802" dur="3.063">due to the death of the nerve cells that make it.</text>
## <text start="190.865" dur="2.316">Another possible solution is a vaccine</text>
## <text start="193.181" dur="2.461">that trains the body&#39;s immune system to attack</text>
## <text start="195.642" dur="3.587">beta-amyloid plaques before they can form clumps.</text>
## <text start="199.229" dur="2.801">But we still need to find an actual cure.</text>
## <text start="202.03" dur="1.75">Alzheimer&#39;s disease was discovered</text>
## <text start="203.78" dur="1.669">more than a century ago,</text>
## <text start="205.449" dur="2.664">and yet still it is not well understood.</text>
## <text start="208.113" dur="1.667">Perhaps one day we&#39;ll grasp</text>
## <text start="209.78" dur="2.916">the exact mechanisms at work behind this threat</text>
## <text start="212.696" dur="2.214">and a solution will be unearthed.</text>
## </transcript>
##
Search Videos
res <- yt_search("Barack Obama")
head(res[, 1:3])
## publishedAt channelId title
## 1 2016-09-06T11:20:20.000Z UC6CZwQv8cbZco3wOwtp7W2g See How Obama Ignored Xi Jinping & Welcomed PM Modi At G20 Summit !
## 2 2016-09-05T06:01:17.000Z UC6RJ7-PaXg6TIH2BzZfTV7w PM Modi Meets Barack Obama at G20 Summit 2016
## 3 2008-03-24T16:31:53.000Z UC4o-h3-3GhrmHB6ytgO3oIQ Top 20 Obama Pastor Comments You Never Saw
## 4 2016-09-03T06:43:38.000Z UC5aeU5hk31cLzq_sAExLVWg LIVE: Obama arrives in China for G20 summit
## 5 2016-09-20T01:30:42.000Z UCmWHDwXFvdKc8OVBbb2dMZg Buy Lot of 20 Obama, 44th U.S. President, 56th Presidential Inauguration coins!
## 6 2016-09-03T06:57:05.000Z UCgrNz-aDmcr2uuto8_DL2jg US President Obama arrives in Hangzhou for G20 Summit
Get Comments on a video
res <- get_comment_threads(c(video_id="N708P-A45D0"))
head(res)
## authorDisplayName authorProfileImageUrl authorChannelUrl
## 1 Tony Rx https://lh5.googleusercontent.com/-OL_t2gRZ8RI/AAAAAAAAAAI/AAAAAAAAACg/tXnqTDNYXec/photo.jpg?sz=50 http://www.youtube.com/channel/UCqKvEBPMtbmh020d56WrQXQ
## 2 Kevin Manning https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCEF-WytcLvgijQIklAbteUw
## 3 Kevin Manning https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCEF-WytcLvgijQIklAbteUw
## 4 TheDrunkenRocketMan https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCvTypSrsihX3fr2zCZivmwA
## 5 pangratata https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCETB8ILZueyFMCFWMF0p3Yg
## 6 pangratata https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCETB8ILZueyFMCFWMF0p3Yg
Get statistics of all the videos in a channel
a <- list_channel_resources(filter = c(channel_id = "UCT5Cx1l4IS3wHkJXNyuj4TA"), part="contentDetails")
# Uploaded playlists:
playlist_id <- a$items[[1]]$contentDetails$relatedPlaylists$uploads
# Get videos on the playlist
vids <- get_playlist_items(filter= c(playlist_id=playlist_id))
# Video ids
vid_ids <- as.vector(vids$contentDetails.videoId)
# Function to scrape stats for all vids
get_all_stats <- function(id) {
get_stats(id)
}
# Get stats and convert results to data frame
res <- lapply(vid_ids, get_all_stats)
res_df <- do.call(rbind, lapply(res, data.frame))
head(res_df)
## id viewCount likeCount dislikeCount favoriteCount commentCount
## 1 91gZ4taDiDE 906 4 1 0 0
## 2 bHPCvSqTxn4 706 0 0 0 0
## 3 h2UPH87kjhc 458 1 0 0 0
## 4 E2VtxjljZCE 391 0 0 0 0
## 5 5Ajfk620fA0 175000 5 0 0 0
## 6 PdI3HjulcA4 575 3 2 0 3
Try the tuber package in your browser
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tuber documentation built on July 8, 2020, 5:49 p.m.
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knitr::opts_chunk$set( collapse = TRUE, comment = "#>" )
tuber: Access YouTube from R
Install, Load the package
To install the latest version from CRAN:
install.packages("tuber")
The latest development version of the package will always be on GitHub. Instructions for installing the package from Github are provided below.
# install.packages('devtools') devtools::install_github("soodoku/tuber", build_vignettes = TRUE)
Next, load the package:
library(tuber)
Using the package
To get going, get the application id and password from Google Developer Console (see https://developers.google.com/youtube/v3/getting-started). Enable YouTube APIs. Create OAuth credentials, being sure to select 'Other' as your Application Type. Then set the application id and password via the yt_oauth function. For more information about YouTube OAuth, see YouTube OAuth Guide.
yt_oauth("998136489867-5t3tq1g7hbovoj46dreqd6k5kd35ctjn.apps.googleusercontent.com", "MbOSt6cQhhFkwETXKur-L9rN")
## Waiting for authentication in browser... ## Press Esc/Ctrl + C to abort ## Authentication complete.
Get Statistics of a Video
get_stats(video_id="N708P-A45D0")
## No. of Views 525112 ## No. of Likes 5576 ## No. of Dislikes 3564 ## No. of Favorites 0 ## No. of Comments 5329
Get Information About a Video
get_video_details(video_id="N708P-A45D0")
Get Caption of a Video
get_captions(video_id="yJXTXN4xrI8")
## <?xml version="1.0" encoding="utf-8"?> ## <transcript> ## <text start="6.614" dur="1.549">Every four seconds,</text> ## <text start="8.163" dur="1.534">someone is diagnosed with</text> ## <text start="9.697" dur="1.885">Alzheimer&#39;s disease.</text> ## <text start="11.582" dur="2.172">It&#39;s the most common cause of dementia,</text> ## <text start="13.754" dur="2.859">affecting over 40 million people worldwide,</text> ## <text start="16.613" dur="2.52">and yet finding a cure is something that still</text> ## <text start="19.133" dur="2.482">eludes researchers today.</text> ## <text start="21.615" dur="3.273">Dr. Alois Alzheimer, a German psychiatrist,</text> ## <text start="24.888" dur="3.047">first described the symptoms in 1901</text> ## <text start="27.935" dur="2.46">when he noticed that a particular hospital patient</text> ## <text start="30.395" dur="1.917">had some peculiar problems,</text> ## <text start="32.312" dur="1.803">including difficulty sleeping,</text> ## <text start="34.115" dur="3.37">disturbed memory, drastic mood changes,</text> ## <text start="37.485" dur="2.166">and increasing confusion.</text> ## <text start="39.651" dur="1.877">When the patient passed away,</text> ## <text start="41.528" dur="2.211">Alzheimer was able to do an autopsy</text> ## <text start="43.739" dur="2.04">and test his idea that perhaps</text> ## <text start="45.779" dur="2.421">her symptoms were caused by irregularities</text> ## <text start="48.2" dur="1.963">in the brain&#39;s structure.</text> ## <text start="50.163" dur="1.951">What he found beneath the microscope</text> ## <text start="52.114" dur="2.473">were visible differences in brain tissue</text> ## <text start="54.587" dur="2.194">in the form of misfolded proteins</text> ## <text start="56.781" dur="1.334">called plaques,</text> ## <text start="58.115" dur="2.433">and neurofibrillary tangles.</text> ## <text start="60.548" dur="2.378">Those plaques and tangles work together</text> ## <text start="62.926" dur="2.419">to break down the brain&#39;s structure.</text> ## <text start="65.345" dur="1.792">Plaques arise when another protein</text> ## <text start="67.137" dur="2.643">in the fatty membrane surrounding nerve cells</text> ## <text start="69.78" dur="2.697">gets sliced up by a particular enzyme,</text> ## <text start="72.477" dur="2.585">resulting in beta-amyloid proteins,</text> ## <text start="75.062" dur="1.799">which are sticky and have a tendency</text> ## <text start="76.861" dur="1.587">to clump together.</text> ## <text start="78.448" dur="1.952">That clumping is what forms the things</text> ## <text start="80.4" dur="2.131">we know as plaques.</text> ## <text start="82.531" dur="1.793">These clumps block signaling</text> ## <text start="84.324" dur="1.502">and, therefore, communication</text> ## <text start="85.826" dur="2.336">between cells, and also seem to trigger</text> ## <text start="88.162" dur="2.536">immune reactions that cause the destruction</text> ## <text start="90.698" dur="2.134">of disabled nerve cells.</text> ## <text start="92.832" dur="2.782">In Alzheimer&#39;s disease, neurofibrillary tangles</text> ## <text start="95.614" dur="3.085">are built from a protein known as tau.</text> ## <text start="98.699" dur="2.89">The brain&#39;s nerve cells contain a network of tubes</text> ## <text start="101.589" dur="2.024">that act like a highway for food molecules</text> ## <text start="103.613" dur="1.563">among other things.</text> ## <text start="105.176" dur="2.543">Usually, the tau protein ensures that these tubes</text> ## <text start="107.719" dur="2.256">are straight, allowing molecules</text> ## <text start="109.975" dur="1.917">to pass through freely.</text> ## <text start="111.892" dur="1.709">But in Alzheimer&#39;s disease,</text> ## <text start="113.601" dur="3.463">the protein collapses into twisted strands or tangles,</text> ## <text start="117.064" dur="1.832">making the tubes disintegrate,</text> ## <text start="118.896" dur="2.505">obstructing nutrients from reaching the nerve cell</text> ## <text start="121.401" dur="2.628">and leading to cell death.</text> ## <text start="124.029" dur="2.336">The destructive pairing of plaques and tangles</text> ## <text start="126.365" dur="2.332">starts in a region called the hippocampus,</text> ## <text start="128.697" dur="2.419">which is responsible for forming memories.</text> ## <text start="131.116" dur="1.713">That&#39;s why short-term memory loss</text> ## <text start="132.829" dur="2.702">is usually the first symptom of Alzheimer&#39;s.</text> ## <text start="135.531" dur="1.884">The proteins then progressively invade</text> ## <text start="137.415" dur="1.616">other parts of the brain,</text> ## <text start="139.031" dur="1.834">creating unique changes that signal</text> ## <text start="140.865" dur="2.416">various stages of the disease.</text> ## <text start="143.281" dur="1.235">At the front of the brain,</text> ## <text start="144.516" dur="3.536">the proteins destroy the ability to process logical thoughts.</text> ## <text start="148.052" dur="3.168">Next, they shift to the region that controls emotions,</text> ## <text start="151.22" dur="2.337">resulting in erratic mood changes.</text> ## <text start="153.557" dur="1.224">At the top of the brain,</text> ## <text start="154.781" dur="2.364">they cause paranoia and hallucinations,</text> ## <text start="157.145" dur="2.053">and once they reach the brain&#39;s rear,</text> ## <text start="159.198" dur="1.999">the plaques and tangles work together</text> ## <text start="161.197" dur="2.418">to erase the mind&#39;s deepest memories.</text> ## <text start="163.615" dur="1.621">Eventually the control centers governing</text> ## <text start="165.236" dur="2.794">heart rate and breathing are overpowered as well</text> ## <text start="168.03" dur="1.796">resulting in death.</text> ## <text start="169.826" dur="2.039">The immensely destructive nature of this disease</text> ## <text start="171.865" dur="2.999">has inspired many researchers to look for a cure</text> ## <text start="174.864" dur="3.752">but currently they&#39;re focused on slowing its progression.</text> ## <text start="178.616" dur="1.387">One temporary treatment</text> ## <text start="180.003" dur="2.627">helps reduce the break down of acetylcholine,</text> ## <text start="182.63" dur="2.653">an important chemical messenger in the brain</text> ## <text start="185.283" dur="2.519">which is decreased in Alzheimer&#39;s patients</text> ## <text start="187.802" dur="3.063">due to the death of the nerve cells that make it.</text> ## <text start="190.865" dur="2.316">Another possible solution is a vaccine</text> ## <text start="193.181" dur="2.461">that trains the body&#39;s immune system to attack</text> ## <text start="195.642" dur="3.587">beta-amyloid plaques before they can form clumps.</text> ## <text start="199.229" dur="2.801">But we still need to find an actual cure.</text> ## <text start="202.03" dur="1.75">Alzheimer&#39;s disease was discovered</text> ## <text start="203.78" dur="1.669">more than a century ago,</text> ## <text start="205.449" dur="2.664">and yet still it is not well understood.</text> ## <text start="208.113" dur="1.667">Perhaps one day we&#39;ll grasp</text> ## <text start="209.78" dur="2.916">the exact mechanisms at work behind this threat</text> ## <text start="212.696" dur="2.214">and a solution will be unearthed.</text> ## </transcript> ##
Search Videos
res <- yt_search("Barack Obama") head(res[, 1:3])
## publishedAt channelId title ## 1 2016-09-06T11:20:20.000Z UC6CZwQv8cbZco3wOwtp7W2g See How Obama Ignored Xi Jinping & Welcomed PM Modi At G20 Summit ! ## 2 2016-09-05T06:01:17.000Z UC6RJ7-PaXg6TIH2BzZfTV7w PM Modi Meets Barack Obama at G20 Summit 2016 ## 3 2008-03-24T16:31:53.000Z UC4o-h3-3GhrmHB6ytgO3oIQ Top 20 Obama Pastor Comments You Never Saw ## 4 2016-09-03T06:43:38.000Z UC5aeU5hk31cLzq_sAExLVWg LIVE: Obama arrives in China for G20 summit ## 5 2016-09-20T01:30:42.000Z UCmWHDwXFvdKc8OVBbb2dMZg Buy Lot of 20 Obama, 44th U.S. President, 56th Presidential Inauguration coins! ## 6 2016-09-03T06:57:05.000Z UCgrNz-aDmcr2uuto8_DL2jg US President Obama arrives in Hangzhou for G20 Summit
Get Comments on a video
res <- get_comment_threads(c(video_id="N708P-A45D0")) head(res)
## authorDisplayName authorProfileImageUrl authorChannelUrl ## 1 Tony Rx https://lh5.googleusercontent.com/-OL_t2gRZ8RI/AAAAAAAAAAI/AAAAAAAAACg/tXnqTDNYXec/photo.jpg?sz=50 http://www.youtube.com/channel/UCqKvEBPMtbmh020d56WrQXQ ## 2 Kevin Manning https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCEF-WytcLvgijQIklAbteUw ## 3 Kevin Manning https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCEF-WytcLvgijQIklAbteUw ## 4 TheDrunkenRocketMan https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCvTypSrsihX3fr2zCZivmwA ## 5 pangratata https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCETB8ILZueyFMCFWMF0p3Yg ## 6 pangratata https://lh3.googleusercontent.com/-XdUIqdMkCWA/AAAAAAAAAAI/AAAAAAAAAAA/4252rscbv5M/photo.jpg?sz=50 http://www.youtube.com/channel/UCETB8ILZueyFMCFWMF0p3Yg
Get statistics of all the videos in a channel
a <- list_channel_resources(filter = c(channel_id = "UCT5Cx1l4IS3wHkJXNyuj4TA"), part="contentDetails") # Uploaded playlists: playlist_id <- a$items[[1]]$contentDetails$relatedPlaylists$uploads # Get videos on the playlist vids <- get_playlist_items(filter= c(playlist_id=playlist_id)) # Video ids vid_ids <- as.vector(vids$contentDetails.videoId) # Function to scrape stats for all vids get_all_stats <- function(id) { get_stats(id) } # Get stats and convert results to data frame res <- lapply(vid_ids, get_all_stats) res_df <- do.call(rbind, lapply(res, data.frame)) head(res_df)
## id viewCount likeCount dislikeCount favoriteCount commentCount ## 1 91gZ4taDiDE 906 4 1 0 0 ## 2 bHPCvSqTxn4 706 0 0 0 0 ## 3 h2UPH87kjhc 458 1 0 0 0 ## 4 E2VtxjljZCE 391 0 0 0 0 ## 5 5Ajfk620fA0 175000 5 0 0 0 ## 6 PdI3HjulcA4 575 3 2 0 3
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