diff --git a/resources/youtube_anvil_wdl_data.csv b/resources/youtube_anvil_wdl_data.csv
index 6393e80..bbbe207 100644
--- a/resources/youtube_anvil_wdl_data.csv
+++ b/resources/youtube_anvil_wdl_data.csv
@@ -8,7 +8,7 @@ Check out the Getting Started Guide here: https://jhudatascience.org/AnVIL_Book_
 AnVIL Help: https://help.anvilproject.org/
 
 You can see the slides for this video here: https://docs.google.com/presentation/d/1Dioe_Qd3hdJ0UAP4LA6gJsm07Lr1wRpax5FLYr6xU3M",AnVIL Project,PL6aYJ_0zJ4uB1dXNWtmisnX51hMSxrE_j,0,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/qtRcFEx31lY/default.jpg,120,90,https://i.ytimg.com/vi/qtRcFEx31lY/mqdefault.jpg,320,180,https://i.ytimg.com/vi/qtRcFEx31lY/hqdefault.jpg,480,360,https://i.ytimg.com/vi/qtRcFEx31lY/sddefault.jpg,640,480,https://i.ytimg.com/vi/qtRcFEx31lY/maxresdefault.jpg,1280,720,youtube#video,qtRcFEx31lY,qtRcFEx31lY,2023-10-27T10:48:59Z,public
-youtube#playlistItem,bYa8YOoywBbs6dyVZbX75PdYC2c,UEw2YVlKXzB6SjR1QjFkWE5XdG1pc25YNTFoTVN4ckVfai4wMTcyMDhGQUE4NTIzM0Y5,2023-10-27T14:25:11Z,UCBbHCj7kUogAMFyBAzzzfUw,Run Workflow,"This video will give you a quick introduction to Run Workflow.
+youtube#playlistItem,MuXSHPQEk1nQJLvRy50j5GACuow,UEw2YVlKXzB6SjR1QjFkWE5XdG1pc25YNTFoTVN4ckVfai4wMTcyMDhGQUE4NTIzM0Y5,2023-10-27T14:25:11Z,UCBbHCj7kUogAMFyBAzzzfUw,Run Workflow,"This video will give you a quick introduction to Run Workflow.
 
 WDL Workflows Guide: https://jhudatascience.org/AnVIL_Book_WDL
 
diff --git a/resources/youtube_demos_data.csv b/resources/youtube_demos_data.csv
index 28e3141..fc4c465 100644
--- a/resources/youtube_demos_data.csv
+++ b/resources/youtube_demos_data.csv
@@ -53,7 +53,7 @@ youtube#playlistItem,4yaf9J-_L2pl1VLIKG0KQBmRyww,UEw2YVlKXzB6SjR1Qzk3OEM1N1AzVGd
 Learn about upcoming AnVIL Demos: https://help.anvilproject.org/c/demos/5.
 Find the AnVIL Book with the demo instructions to bring SRA data into AnVIL: https://hutchdatascience.org/AnVIL_SRA_Data/.
 Find the AnVIL Book with the demo instructions to subset or downsample data in AnVIL: https://hutchdatascience.org/AnVIL_Data_Subsetting/.",AnVIL Project,PL6aYJ_0zJ4uC978C57P3TgAAfB38uy58E,8,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/yAwQKft1LS8/default.jpg,120,90,https://i.ytimg.com/vi/yAwQKft1LS8/mqdefault.jpg,320,180,https://i.ytimg.com/vi/yAwQKft1LS8/hqdefault.jpg,480,360,https://i.ytimg.com/vi/yAwQKft1LS8/sddefault.jpg,640,480,https://i.ytimg.com/vi/yAwQKft1LS8/maxresdefault.jpg,1280,720,youtube#video,yAwQKft1LS8,yAwQKft1LS8,2024-06-27T17:00:47Z,public
-youtube#playlistItem,H3H9hsKmd3XwjuccZyy8WxtFbsM,UEw2YVlKXzB6SjR1Qzk3OEM1N1AzVGdBQWZCMzh1eTU4RS5GNjNDRDREMDQxOThCMDQ2,2024-06-27T12:56:16Z,UCBbHCj7kUogAMFyBAzzzfUw,AnVIL Demos: Single Cell with Bioconductor - 2024/05/23,"In this demo, Elizabeth Humphries from the Fred Hutchinson Cancer Research Center showed the Single Cell with Bioconductor activity as part of the AnVIL Demos Book: https://hutchdatascience.org/AnVIL_Demos/single-cell-with-bioconductor-overview.html. 
+youtube#playlistItem,uy4fUpUAZlv4a01oUQ75Gk0US2M,UEw2YVlKXzB6SjR1Qzk3OEM1N1AzVGdBQWZCMzh1eTU4RS5GNjNDRDREMDQxOThCMDQ2,2024-06-27T12:56:16Z,UCBbHCj7kUogAMFyBAzzzfUw,AnVIL Demos: Single Cell with Bioconductor - 2024/05/23,"In this demo, Elizabeth Humphries from the Fred Hutchinson Cancer Research Center showed the Single Cell with Bioconductor activity as part of the AnVIL Demos Book: https://hutchdatascience.org/AnVIL_Demos/single-cell-with-bioconductor-overview.html. 
 
 Learn about upcoming AnVIL Demos: https://help.anvilproject.org/c/demos/5.",AnVIL Project,PL6aYJ_0zJ4uC978C57P3TgAAfB38uy58E,9,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/44X-m-JLPTA/default.jpg,120,90,https://i.ytimg.com/vi/44X-m-JLPTA/mqdefault.jpg,320,180,https://i.ytimg.com/vi/44X-m-JLPTA/hqdefault.jpg,480,360,https://i.ytimg.com/vi/44X-m-JLPTA/sddefault.jpg,640,480,https://i.ytimg.com/vi/44X-m-JLPTA/maxresdefault.jpg,1280,720,youtube#video,44X-m-JLPTA,44X-m-JLPTA,2024-06-27T18:00:02Z,public
 youtube#playlistItem,rWoUj2ItXiDkmGE452Jc-vSk5UE,UEw2YVlKXzB6SjR1Qzk3OEM1N1AzVGdBQWZCMzh1eTU4RS45NDk1REZENzhEMzU5MDQz,2024-06-27T12:31:00Z,UCBbHCj7kUogAMFyBAzzzfUw,AnVIL Demos: QC Analysis Pipeline from CCDG on AnVIL - 2024/06/20,"In this demo, Jason Walker from Washington University in Saint Louis presented on the NHGRI consortium Centers for Common Disease Genomics Quality Control (QC) Analysis Pipeline for WGS data available to run in AnVIL.
diff --git a/resources/youtube_gdscn_sars_data.csv b/resources/youtube_gdscn_sars_data.csv
index 36aeb0a..1f13552 100644
--- a/resources/youtube_gdscn_sars_data.csv
+++ b/resources/youtube_gdscn_sars_data.csv
@@ -17,7 +17,7 @@ Check out the activity! https://jhudatascience.org/GDSCN_Book_SARS_Galaxy_on_AnV
 AnVIL Help: https://help.anvilproject.org/
 
 Use the slides from this video: https://docs.google.com/presentation/d/1097pZ-m7u22TBs6vqgbqPT1TH4FwdCY4P89WLTp2wT4/edit?usp=sharing",Genomic Data Science Community Network,PLzgm426KgvriINOUpgrBjTZXHIDZXOOz0,1,Genomic Data Science Community Network,UCpPm7MPoB8uOFSN-6xeCaLw,https://i.ytimg.com/vi/kELyrelihP8/default.jpg,120,90,https://i.ytimg.com/vi/kELyrelihP8/mqdefault.jpg,320,180,https://i.ytimg.com/vi/kELyrelihP8/hqdefault.jpg,480,360,https://i.ytimg.com/vi/kELyrelihP8/sddefault.jpg,640,480,youtube#video,kELyrelihP8,kELyrelihP8,2023-03-02T14:39:42Z,public
-youtube#playlistItem,nllZ1_4AjnURjO213RlkgpyY6iU,UEx6Z200MjZLZ3ZyaUlOT1VwZ3JCalRaWEhJRFpYT096MC41MzJCQjBCNDIyRkJDN0VD,2023-03-02T14:41:00Z,UCpPm7MPoB8uOFSN-6xeCaLw,The sequencing revolution,"In this video, we’ll talk about the sequencing revolution that has made wide-scale genetic variant detection possible. 
+youtube#playlistItem,CcijRuBEwCAQ_m6iq2dsZ4Vg05E,UEx6Z200MjZLZ3ZyaUlOT1VwZ3JCalRaWEhJRFpYT096MC41MzJCQjBCNDIyRkJDN0VD,2023-03-02T14:41:00Z,UCpPm7MPoB8uOFSN-6xeCaLw,The sequencing revolution,"In this video, we’ll talk about the sequencing revolution that has made wide-scale genetic variant detection possible. 
 
 Knowing about this technology will help us understand and interpret genomic sequencing results. Remember that detecting variants means finding slightly different versions of an organism that are genetically different from others.
 
diff --git a/resources/youtube_gdscn_soil_project_data.csv b/resources/youtube_gdscn_soil_project_data.csv
index 64f9e90..334b607 100644
--- a/resources/youtube_gdscn_soil_project_data.csv
+++ b/resources/youtube_gdscn_soil_project_data.csv
@@ -2,7 +2,7 @@ kind,etag,id,snippet.publishedAt,snippet.channelId,snippet.title,snippet.descrip
 youtube#playlistItem,gQJmf1iJKovHo1CS8BVUU70jEDg,UEx6Z200MjZLZ3ZyaGhlbG9CZGxTV3NoTTl2MlZ2SkVjWC41NkI0NEY2RDEwNTU3Q0M2,2023-10-16T20:48:52Z,UCpPm7MPoB8uOFSN-6xeCaLw,GDSCN Soil Sampling - Composite Sample Homogenization,"This video shows you how to homogenize your composite soil sample.
 
 For more, check out the ""Materials"" tab on https://gdscnsoil.fredhutch.org/.",Genomic Data Science Community Network,PLzgm426KgvrhheloBdlSWshM9v2VvJEcX,0,Genomic Data Science Community Network,UCpPm7MPoB8uOFSN-6xeCaLw,https://i.ytimg.com/vi/bOoZP0UXrt0/default.jpg,120,90,https://i.ytimg.com/vi/bOoZP0UXrt0/mqdefault.jpg,320,180,https://i.ytimg.com/vi/bOoZP0UXrt0/hqdefault.jpg,480,360,https://i.ytimg.com/vi/bOoZP0UXrt0/sddefault.jpg,640,480,https://i.ytimg.com/vi/bOoZP0UXrt0/maxresdefault.jpg,1280,720,youtube#video,bOoZP0UXrt0,bOoZP0UXrt0,2023-10-16T21:06:23Z,public
-youtube#playlistItem,3aKfzeCc_9YG8xvNF_QmwpSbbF8,UEx6Z200MjZLZ3ZyaGhlbG9CZGxTV3NoTTl2MlZ2SkVjWC4yODlGNEE0NkRGMEEzMEQy,2023-10-16T21:11:46Z,UCpPm7MPoB8uOFSN-6xeCaLw,GDSCN Soil Sampling - Preparing DNA Sample,"This video shows you how to prepare the DNA sample from the composite soil sample.
+youtube#playlistItem,stt7FeEyd4B14T0v9RPhscaRsow,UEx6Z200MjZLZ3ZyaGhlbG9CZGxTV3NoTTl2MlZ2SkVjWC4yODlGNEE0NkRGMEEzMEQy,2023-10-16T21:11:46Z,UCpPm7MPoB8uOFSN-6xeCaLw,GDSCN Soil Sampling - Preparing DNA Sample,"This video shows you how to prepare the DNA sample from the composite soil sample.
 
 For more, check out the ""Materials"" tab on https://gdscnsoil.fredhutch.org/.",Genomic Data Science Community Network,PLzgm426KgvrhheloBdlSWshM9v2VvJEcX,1,Genomic Data Science Community Network,UCpPm7MPoB8uOFSN-6xeCaLw,https://i.ytimg.com/vi/4EvzJpp3Brs/default.jpg,120,90,https://i.ytimg.com/vi/4EvzJpp3Brs/mqdefault.jpg,320,180,https://i.ytimg.com/vi/4EvzJpp3Brs/hqdefault.jpg,480,360,https://i.ytimg.com/vi/4EvzJpp3Brs/sddefault.jpg,640,480,https://i.ytimg.com/vi/4EvzJpp3Brs/maxresdefault.jpg,1280,720,youtube#video,4EvzJpp3Brs,4EvzJpp3Brs,2023-10-16T21:17:15Z,public
 youtube#playlistItem,DzU26pF5W4w5G7qRsD6kzFKGcBo,UEx6Z200MjZLZ3ZyaGhlbG9CZGxTV3NoTTl2MlZ2SkVjWC4wMTcyMDhGQUE4NTIzM0Y5,2023-10-16T21:13:02Z,UCpPm7MPoB8uOFSN-6xeCaLw,GDSCN Soil Sampling - Preparing Heavy Metal Testing Sample,"This video shows you how to prepare the heavy metal testing sample from the composite soil sample.
diff --git a/resources/youtube_getting_started_data.csv b/resources/youtube_getting_started_data.csv
index 386d6c1..35e77a4 100644
--- a/resources/youtube_getting_started_data.csv
+++ b/resources/youtube_getting_started_data.csv
@@ -3,7 +3,7 @@ youtube#playlistItem,YQdZ2ITXY2pOb8UvHF7Zr9ePDzI,UEw2YVlKXzB6SjR1RDZTU1ZJdUVTOWI
 
 Give us feedback: https://docs.google.com/forms/d/e/1FAIpQLScrDVb_utm55pmb_SHx-RgELTEbCCWdLea0T3IzS0Oj00GE4w/viewform?usp=pp_url&entry.1565230805=Why+AnVIL+on+YouTube
 Check out the slides here: https://docs.google.com/presentation/d/1_CXM3bVvauH6eahRg94zjC6fc6NGDrrnCt33jAABPRk/edit?usp=sharing",AnVIL Project,PL6aYJ_0zJ4uD6SSVIuES9b79-00qvecHb,0,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/XC5qzj-yZb8/default.jpg,120,90,https://i.ytimg.com/vi/XC5qzj-yZb8/mqdefault.jpg,320,180,https://i.ytimg.com/vi/XC5qzj-yZb8/hqdefault.jpg,480,360,https://i.ytimg.com/vi/XC5qzj-yZb8/sddefault.jpg,640,480,NA,NA,NA,youtube#video,XC5qzj-yZb8,XC5qzj-yZb8,2021-08-27T20:08:31Z,public
-youtube#playlistItem,a2oGzS6ofq-9NqOub1eHpLl6ZQA,UEw2YVlKXzB6SjR1RDZTU1ZJdUVTOWI3OS0wMHF2ZWNIYi4yODlGNEE0NkRGMEEzMEQy,2023-09-25T20:01:30Z,UCBbHCj7kUogAMFyBAzzzfUw,Starting Jupyter on the AnVIL Platform,"Welcome to the Starting Jupyter tutorial!
+youtube#playlistItem,2qG83HqGIUOywByh3h0nuGQzMtI,UEw2YVlKXzB6SjR1RDZTU1ZJdUVTOWI3OS0wMHF2ZWNIYi4yODlGNEE0NkRGMEEzMEQy,2023-09-25T20:01:30Z,UCBbHCj7kUogAMFyBAzzzfUw,Starting Jupyter on the AnVIL Platform,"Welcome to the Starting Jupyter tutorial!
 
 Give us feedback: https://docs.google.com/forms/d/e/1FAIpQLScrDVb_utm55pmb_SHx-RgELTEbCCWdLea0T3IzS0Oj00GE4w/viewform?usp=pp_url&entry.1565230805=Starting+Jupyter+on+YouTube
 Check out the slides here: https://docs.google.com/presentation/d/1GYUP874Qd7K3S0Ls6iWY_M4jywpRb53qw0f78OBCFwk/edit?usp=sharing",AnVIL Project,PL6aYJ_0zJ4uD6SSVIuES9b79-00qvecHb,1,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/T5xCxFHGpPE/default.jpg,120,90,https://i.ytimg.com/vi/T5xCxFHGpPE/mqdefault.jpg,320,180,https://i.ytimg.com/vi/T5xCxFHGpPE/hqdefault.jpg,480,360,https://i.ytimg.com/vi/T5xCxFHGpPE/sddefault.jpg,640,480,NA,NA,NA,youtube#video,T5xCxFHGpPE,T5xCxFHGpPE,2021-08-26T11:33:28Z,public
diff --git a/resources/youtube_metadata.csv b/resources/youtube_metadata.csv
index 801e4cf..bfbf196 100644
--- a/resources/youtube_metadata.csv
+++ b/resources/youtube_metadata.csv
@@ -1,2 +1,2 @@
 playlist_id,view_count,sub_count,vid_count
-UUBbHCj7kUogAMFyBAzzzfUw,5362,108,57
+UUBbHCj7kUogAMFyBAzzzfUw,5466,109,57
diff --git a/resources/youtube_shorts_data.csv b/resources/youtube_shorts_data.csv
index ad61aa1..74270b5 100644
--- a/resources/youtube_shorts_data.csv
+++ b/resources/youtube_shorts_data.csv
@@ -9,7 +9,7 @@ youtube#playlistItem,D_puppDDNVOspW7VeCDeUu5IVz4,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalB
 Check out the Getting Started Guide here: https://jhudatascience.org/AnVIL_Book_Getting_Started/
 
 You can see the slides for this video here: https://docs.google.com/presentation/d/1xps-CJbFGxoGy0vAWwSyT2nF3yuUSyNtYm8WGoVBSk8/edit?usp=sharing.",AnVIL Project,PL6aYJ_0zJ4uCABkMngSYjPo_3c-nUUmio,1,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/WHtuBIR7MSk/default.jpg,120,90,https://i.ytimg.com/vi/WHtuBIR7MSk/mqdefault.jpg,320,180,https://i.ytimg.com/vi/WHtuBIR7MSk/hqdefault.jpg,480,360,https://i.ytimg.com/vi/WHtuBIR7MSk/sddefault.jpg,640,480,https://i.ytimg.com/vi/WHtuBIR7MSk/maxresdefault.jpg,1280,720,youtube#video,WHtuBIR7MSk,WHtuBIR7MSk,2022-05-03T20:31:06Z,public
-youtube#playlistItem,RBB5fgV-xYr809gPq8l3PxOb7Pk,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalBvXzNjLW5VVW1pby4wMTcyMDhGQUE4NTIzM0Y5,2022-05-03T19:53:59Z,UCBbHCj7kUogAMFyBAzzzfUw,AnVIL for Lead Investigators,"This video will give you a quick introduction to the AnVIL project and how it can help research for you and your lab.
+youtube#playlistItem,yaOGeArsmcTJV0nQf5KEXKPjLhg,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalBvXzNjLW5VVW1pby4wMTcyMDhGQUE4NTIzM0Y5,2022-05-03T19:53:59Z,UCBbHCj7kUogAMFyBAzzzfUw,AnVIL for Lead Investigators,"This video will give you a quick introduction to the AnVIL project and how it can help research for you and your lab.
 
 Check out the Getting Started Guide here: https://jhudatascience.org/AnVIL_Book_Getting_Started/
 
@@ -37,7 +37,7 @@ youtube#playlistItem,gSPCI2ErTPCiAIdN4Lb2cZidYVg,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalB
 Check out the Getting Started Guide here: https://jhudatascience.org/AnVIL_Book_Getting_Started/
 
 You can see the slides for this video here: https://docs.google.com/presentation/d/1IOOzvnKoTMJdRLFjCup_9FqQpumP07NwoBb9mIlD7lM/edit?usp=sharing.",AnVIL Project,PL6aYJ_0zJ4uCABkMngSYjPo_3c-nUUmio,6,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/VKDBT4lTDv8/default.jpg,120,90,https://i.ytimg.com/vi/VKDBT4lTDv8/mqdefault.jpg,320,180,https://i.ytimg.com/vi/VKDBT4lTDv8/hqdefault.jpg,480,360,https://i.ytimg.com/vi/VKDBT4lTDv8/sddefault.jpg,640,480,https://i.ytimg.com/vi/VKDBT4lTDv8/maxresdefault.jpg,1280,720,youtube#video,VKDBT4lTDv8,VKDBT4lTDv8,2022-05-03T20:32:24Z,public
-youtube#playlistItem,ssA5vNtvTmxwI-4rdy152oz7hvM,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalBvXzNjLW5VVW1pby41NkI0NEY2RDEwNTU3Q0M2,2022-05-03T19:37:06Z,UCBbHCj7kUogAMFyBAzzzfUw,Reproducibility on AnVIL,"This video will give you a quick introduction to making your work more reproducible on AnVIL.
+youtube#playlistItem,CY-8GNLVQcDZLhkXGU8yF-_WeWk,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalBvXzNjLW5VVW1pby41NkI0NEY2RDEwNTU3Q0M2,2022-05-03T19:37:06Z,UCBbHCj7kUogAMFyBAzzzfUw,Reproducibility on AnVIL,"This video will give you a quick introduction to making your work more reproducible on AnVIL.
 
 Check out the Getting Started Guide here: https://jhudatascience.org/AnVIL_Book_Getting_Started/
 
@@ -78,7 +78,7 @@ Check out the Getting Started Guide here: https://jhudatascience.org/AnVIL_Book_
 Check out the Instructor Guide here: https://jhudatascience.org/AnVIL_Book_Instructor_Guide/
 
 You can see the slides for this video here: https://docs.google.com/presentation/d/1QJfkcwhCN0KzOC9zmfxhmsUI3I8UbSnDMUdyM2yJnEo/edit?usp=sharing.",AnVIL Project,PL6aYJ_0zJ4uCABkMngSYjPo_3c-nUUmio,12,AnVIL Project,UCBbHCj7kUogAMFyBAzzzfUw,https://i.ytimg.com/vi/6bjnPtWtHhg/default.jpg,120,90,https://i.ytimg.com/vi/6bjnPtWtHhg/mqdefault.jpg,320,180,https://i.ytimg.com/vi/6bjnPtWtHhg/hqdefault.jpg,480,360,https://i.ytimg.com/vi/6bjnPtWtHhg/sddefault.jpg,640,480,https://i.ytimg.com/vi/6bjnPtWtHhg/maxresdefault.jpg,1280,720,youtube#video,6bjnPtWtHhg,6bjnPtWtHhg,2022-05-03T20:02:29Z,public
-youtube#playlistItem,nThS3sHbJggtyOs23UA5Q_TEslw,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalBvXzNjLW5VVW1pby41Mzk2QTAxMTkzNDk4MDhF,2023-11-03T16:23:30Z,UCBbHCj7kUogAMFyBAzzzfUw,NIH Data Management and Sharing on AnVIL,"This video will give you a quick introduction to the AnVIL project and how it can help you comply with NIH's Data Management and Sharing Policy.
+youtube#playlistItem,xzuXBd-CK7v3B0Q4mwSZDGXFIJs,UEw2YVlKXzB6SjR1Q0FCa01uZ1NZalBvXzNjLW5VVW1pby41Mzk2QTAxMTkzNDk4MDhF,2023-11-03T16:23:30Z,UCBbHCj7kUogAMFyBAzzzfUw,NIH Data Management and Sharing on AnVIL,"This video will give you a quick introduction to the AnVIL project and how it can help you comply with NIH's Data Management and Sharing Policy.
 
 Check out the Getting Started Guide here: https://jhudatascience.org/AnVIL_Book_Getting_Started/