diff --git a/events2.csv b/events2.csv
index 1b936f6..9ff6fac 100644
--- a/events2.csv
+++ b/events2.csv
@@ -1,5 +1,5 @@
 type,title,startDate,endDate,time,timestamp,location,url,eventType,videocast,description,keywords,Notes,speaker,,date_to_timestamp,time_fraction,timestamp_calc
-Scientific programming,Intro to R: Data wrangling ,8/30/24,8/30/24,1:00 PM,1724976000.54,Remote,https://nih.zoomgov.com/s/1606195791,Training,yes,"Overview of R programming language, data manipulation, and data visualization",R,NIAID only,Mina Peyton / Yuyan Yi,,1724976000.00,0.54,1724976000.54
-Scientific programming,Intro to R: Data visualization ,9/6/24,9/6/24,1:00 PM,1725580800.54,Remote,https://nih.zoomgov.com/s/1606474134,Training,yes,"Overview of R programming language, data manipulation, and data visualization",R,NIAID only,Mina Peyton / Yuyan Yi,,1725580800.00,0.54,1725580800.54
-Scientific programming,Intro to R: Data analysis,9/13/24,9/13/24,1:00 PM,1726185600.54,Remote,https://nih.zoomgov.com/s/1614425984,Training,yes,"Overview of R programming language, data manipulation, and data visualization",R,NIAID only,Mina Peyton / Yuyan Yi,,1726185600.00,0.54,1726185600.54
-Data Science,Real-world data analysis in R,9/20/24,9/20/24,1:00 PM,1726790400.54,Remote,https://nih.zoomgov.com/s/1603727457,Training,yes,"Overview of real-world data and statistical analysis concepts, data analysis and visualization of a real-world dataset",R,NIAID only,Mina Peyton / Yuyan Yi,,1726790400.00,0.54,1726790400.54
\ No newline at end of file
+Scientific programming,Intro to R: Data wrangling ,8/30/24,8/30/24,1:00 PM,1724976000.54,Remote,https://nih.zoomgov.com/meeting/register/vJItceihqzwjG8zd_2DT6MPNBnDW-weO5Mc,Training,yes,"Overview of R programming language, data manipulation, and data visualization",R,NIAID only,Mina Peyton / Yuyan Yi,,1724976000.00,0.54,1724976000.54
+Scientific programming,Intro to R: Data visualization ,9/6/24,9/6/24,1:00 PM,1725580800.54,Remote,https://nih.zoomgov.com/meeting/register/vJItce2vqjopHkifaPaJDTNXWnd4lpIVqos,Training,yes,"Overview of R programming language, data manipulation, and data visualization",R,NIAID only,Mina Peyton / Yuyan Yi,,1725580800.00,0.54,1725580800.54
+Scientific programming,Intro to R: Data analysis,9/13/24,9/13/24,1:00 PM,1726185600.54,Remote,https://nih.zoomgov.com/meeting/register/vJIsc-2qqzIiHjQSlPgChx2Y8ZSqYQAVpJ8,Training,yes,"Overview of R programming language, data manipulation, and data visualization",R,NIAID only,Mina Peyton / Yuyan Yi,,1726185600.00,0.54,1726185600.54
+Data Science,Real-world data analysis in R,9/20/24,9/20/24,1:00 PM,1726790400.54,Remote,https://nih.zoomgov.com/meeting/register/vJItdO6qqT8vHcm1uNVl7qLADShJAAiY20M,Training,yes,"Overview of real-world data and statistical analysis concepts, data analysis and visualization of a real-world dataset",R,NIAID only,Mina Peyton / Yuyan Yi,,1726790400.00,0.54,1726790400.54
\ No newline at end of file
diff --git a/events2.xlsx b/events2.xlsx
index 32e6d26..a5e5256 100644
Binary files a/events2.xlsx and b/events2.xlsx differ