diff --git a/topics/rdm-tools.qmd b/topics/rdm-tools.qmd
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--- a/topics/rdm-tools.qmd
+++ b/topics/rdm-tools.qmd
@@ -51,7 +51,7 @@ If you have any questions about the tools listed below, you can contact the [IT
 
 - [ATLAS.ti](https://atlasti.com/) is a qualitative data analysis software that supports coding, text interpretation and multimedia analysis. You can find instructions for using the ATLAS.ti licence on the 🔒 [the VU Service Portal](https://services.vu.nl/esc?id=kb_article&table=kb_knowledge&sys_id=e8a8a1f4874bc15010be65b40cbb351c&recordUrl=%2Fkb_view.do%3Fsys_kb_id%3De8a8a1f4874bc15010be65b40cbb351c). ATLAS.ti provides [video tutorials](https://atlasti.com/video-tutorials) to help users get started. 
 
-- [SPSS](https://www.surfspot.nl/vu) is a quantitative statistical analysis software package used for data management, statistical analysis, and data visualisation. You can find instructions for using the SPSS licence on the 🔒 [the VU Service Portal](https://services.vu.nl/esc?id=kb_article&sysparm_article=KB0022399&table=kb_knowledge&searchTerm=spss). There are [free tutroials](https://resultnetsearch.com/?dn=how2stats.net&sksubid=44786252&_slsen=0) availible to help users get started. You can find more in-depth, paid tutorials by [Laerd Statistics](https://statistics.laerd.com/).
+- [SPSS](https://www.surfspot.nl/vu) is a quantitative statistical analysis software package used for data management, statistical analysis, and data visualisation. You can find instructions for using the SPSS licence on the 🔒 [the VU Service Portal](https://services.vu.nl/esc?id=kb_article&sysparm_article=KB0022399&table=kb_knowledge&searchTerm=spss). There are [free tutorials](https://resultnetsearch.com/?dn=how2stats.net&sksubid=44786252&_slsen=0) available to help users get started. You can find more in-depth, paid tutorials by [Laerd Statistics](https://statistics.laerd.com/).
 
 - [MATLAB](https://www.mathworks.com/academia/tah-portal/vrije-universiteit-amsterdam-30688271.html) is a programming language for numerical analysis, data visualisation, and algorithm development. You can find instructions for using the MATLAB licence on the 🔒 [the VU Service Portal](https://services.vu.nl/esc?id=kb_article&sysparm_article=KB0011916&table=kb_knowledge&searchTerm=matlab).