diff --git a/_data/projects.csv b/_data/projects.csv
index dfb0d104..fdd3f28f 100644
--- a/_data/projects.csv
+++ b/_data/projects.csv
@@ -1,41 +1,41 @@
-id,key,title,long_title,tech_methods,rses,start,end,department,level,show
-1,,Neurodegenerative Dementia,Neurodegenerative Dementia,,Daniele Tartarini,01/03/2020,28/02/2023,Computer Science,2,0
-2,,EMODnet,EMODnet,,Anna Krystalli,01/01/2020,18/04/2023,Animal and Plant Science,2,1
-4,citcom,CITCoM,Casual Inference for Testing of Computational Models,"Python, Docker, HPC, machine learning",Robert Turner,01/01/2021,01/07/2024,Computer Science,1,1
-5,flamegpu2,FLAME GPU 2,FLAME GPU 2,"FLAME GPU, CUDA, C++, Python, ABM, simulation, HPC","Paul Richmond, Mozhgan Kabiri Chimeh, Peter Heywood, Robert Chisholm, Matt Leach",23/11/2016,,,1,1
-6,,Strituvad,Strituvad,,"Peter Heywood, David Wilby",16/04/2018,01/11/2021,Mathematics and Statistics,2,1
-7,bbsrc_chaste,BBSRC: Cell Modelling,BBSRC: Cell Modelling,"C++, cell, simulation, Docker, Python, HPC",Twin Karmakharm,01/10/2018,30/09/2021,Mathematics and Statistics,2,1
-8,,CompBioMed2,CompBioMed2,,Daniele Tartarini,01/10/2019,30/09/2023,INSIGNEO,2,1
-9,primage,Primage,Primage,"C++, CUDA, Python, HPC, FLAME GPU, ABM, simulation",Robert Chisholm,01/01/2019,31/12/2022,INSIGNEO,1,1
-10,,Google DNI Journalist,Google DNI Journalist,,"David Jones, Twin Karmakharm",01/01/2019,01/01/2020,Computer Science,2,1
-11,,ELG,ELG,,David Jones,07/01/2019,01/01/2020,Computer Science,2,1
-12,brc,BRC,NIHR Sheffield Biomedical Research Centre,"databases, Ansible, training, MATLAB, R, REDCap, XNAT, servers","Anna Krystalli, Will Furnass, Robert Turner",01/05/2018,31/03/2022,INSIGNEO,1,1
-13,,E2EEHM Vibration Analytics,E2EEHM Vibration Analytics,,David Jones,01/11/2019,31/03/2020,Automatic Control and Systems Engineering,2,1
-16,,Insigneo TO 2019,Insigneo TO 2019,,Daniele Tartarini,01/08/2019,01/08/2021,INSIGNEO,2,0
-17,,ACCE DTP,ACCE DTP,,Anna Krystalli,01/01/2020,30/04/2020,University of York,2,1
-19,,Reprohacks,Reprohacks,,Anna Krystalli,01/01/2020,31/03/2020,N8 ,2,1
-21,,RateSetter+,RateSetter+,,John Charlton,18/11/2019,17/03/2021,Mechanical Engineering,2,1
-22,pykale,Prognostic: Cardiac MRI with ML,pykale (Multimodal/transfer learning on graphs/images/videos),"Python, version control, static analysis, GitHub, testing, machine learning","David Jones, Robert Turner, Will Furnass",01/10/2020,30/09/2021,Computer Science,1,1
-24,polar,Polar Portal,Polar Portal: Sea ice edge detection,"Python, Docker, MATLAB",Robert Turner,01/11/2019,01/02/2020,Geography,1,1
-25,,A Network For Lemons,A Network For Lemons,,Anna Krystalli,09/09/2019,08/09/2020,Management School,2,1
-27,comsciimpact,IMPACT Acceleration,IMPACT Acceleration,machine learning,David Wilby,01/08/2019,31/07/2021,Computer Science,1,1
-28,itshpc,IT Services HPC Support 2019-2021,IT Services HPC Support 2019-2021,"HPC, Slurm, Puppet, Nagios, collectd, Grafana, InfluxDB, SGE, Grid Engine, Singularity",Will Furnass,01/08/2019,01/08/2021,IT Services,1,1
-30,,Accelerate,Accelerate,,"Peter Heywood, Mozhgan Kabiri Chimeh, Matt Leach",01/03/2016,01/10/2021,Computer Science,2,1
-31,com4521,Teaching Support for GPU Module,Teaching Support for GPU Module,"teaching, C, OpenMP, CUDA, HPC","Paul Richmond, Mozhgan Kabiri Chimeh, Robert Chisholm, John Charlton, Peter Heywood",01/09/2015,,Computer Science,1,1
-32,,SoBigData++,SoBigData++,,"David Jones, Twin Karmakharm",01/01/2020,01/01/2022,Computer Science,2,1
-33,,RISIS II (includes WeVerfiy and some ELG),RISIS II (includes WeVerfiy and some ELG),,"Twin Karmakharm, David Wilby",01/01/2020,30/06/2021,Computer Science,2,1
-34,gpy,Learning to move as a human,Multiple output Gaussian processes for GPy,"Python, Gaussian processes, documentation, testing, continuous integration, MATLAB, machine learning",Robert Turner,01/10/2019,01/01/2021,Computer Science,1,1
-40,jade2,JADE II Support,JADE II Support,"deep learning, HPC, teaching, user support, machine learning","Anna Krystalli, Twin Karmakharm",01/02/2020,01/08/2021,IT Services,2,1
-45,basisflow,BasisFlow,BasisFlow,,Twin Karmakharm,01/01/2021,31/12/2023,Chemistry,2,1
-53,ramp,RAMP SCRC Covid Support,RAMP SCRC Covid Support,"Python, agile, testing, continuous integration, documentation",Robert Turner,01/05/2020,01/08/2020,Computer Science,2,1
-55,,IFPRI,IFPRI,,David Wilby,01/07/2020,01/08/2020,Computer Science,2,1
-56,,Opening Up Minds,Opening Up Minds,,Anna Krystalli,18/01/2021,18/06/2021,Psychology,2,1
-57,floodfotm,Flood Modelling Festival of the Mind,Flood Modelling Festival of the Mind,"GPU, unreal engine, FLAME GPU","Matt Leach, Paul Richmond",01/07/2020,01/09/2020,Civil Engineering,2,1
-58,ratesetter,RateSetter / Merseyrail,RateSetter / Merseyrail,"C++, FLAME GPU, ABM",Twin Karmakharm,18/11/2019,01/12/2020,Mechanical Engineering,2,1
-64,scrc-pipeline,SCRC Follow on,Covid epidemiology data pipeline,"Python, agile, testing, continuous integration, documentation",Robert Turner,01/01/2021,01/01/2022,External,1,1
-65,holeintheroad,Hole in the Road,Hole in the Road,"VR, Unity",Matt Leach,24/09/2020,13/10/2020,Computer Science,1,1
-71,,JBC: Data and Data Science,JBC: Data and Data Science,,"David Jones, David Wilby",01/01/2021,01/07/2021,Department of Health and Social Care,2,1
-75,airqo,AirQo: Air Quality (Google),AirQo: Kampala Air Quality,"Python, Scrum, testing, machine learning, Gaussian processes, containers, cloud, continuous integration",Robert Turner,01/03/2021,01/09/2021,Computer Science,1,1
-78,,Rail Transport,Rail Transport,,"John Charlton, Peter Heywood",29/01/2021,28/11/2021,Mechanical Engineering,2,1
-79,rumour_veracity, Rumour Veracity, Rumour Veracity,"NLP, deep learning, social media, Python, Javascript, Django, Vue.js, full stack, machine learning","Twin Karmakharm, David Wilby",01/01/2019,30/06/2021,Computer Science,2,1
-,firstdraftcoviddash,FirstDraft × GATE COVID Dashboard,FirstDraft × GATE COVID Data Deficits Dashboard,"Python, Django, Vue.js, Javascript, web apps, elasticsearch, PostgreSQL, databases","David Wilby, Twin Karmakharm",01/06/2020,31/07/2020,Computer Science,1,1
+id,key,title,commercial_partner_funding,licences,long_title,tech_methods,rses,start,end,department,level,show
+1,,Neurodegenerative Dementia,,,Neurodegenerative Dementia,,Daniele Tartarini,01/03/2020,28/02/2023,Computer Science,2,0
+2,,EMODnet,,,EMODnet,,Anna Krystalli,01/01/2020,18/04/2023,Animal and Plant Science,2,1
+4,citcom,CITCoM,No,MIT,Casual Inference for Testing of Computational Models,"Python, Docker, HPC, machine learning",Robert Turner,01/01/2021,01/07/2024,Computer Science,1,1
+5,flamegpu2,FLAME GPU 2,,MIT,FLAME GPU 2,"FLAME GPU, CUDA, C++, Python, ABM, simulation, HPC","Paul Richmond, Mozhgan Kabiri Chimeh, Peter Heywood, Robert Chisholm, Matt Leach",23/11/2016,,,1,1
+6,,Strituvad,,,Strituvad,,"Peter Heywood, David Wilby",16/04/2018,01/11/2021,Mathematics and Statistics,2,1
+7,bbsrc_chaste,BBSRC: Cell Modelling,,,BBSRC: Cell Modelling,"C++, cell, simulation, Docker, Python, HPC",Twin Karmakharm,01/10/2018,30/09/2021,Mathematics and Statistics,2,1
+8,,CompBioMed2,,,CompBioMed2,,Daniele Tartarini,01/10/2019,30/09/2023,INSIGNEO,2,1
+9,primage,Primage,,,Primage,"C++, CUDA, Python, HPC, FLAME GPU, ABM, simulation",Robert Chisholm,01/01/2019,31/12/2022,INSIGNEO,1,1
+10,,Google DNI Journalist,,,Google DNI Journalist,,"David Jones, Twin Karmakharm",01/01/2019,01/01/2020,Computer Science,2,1
+11,,ELG,,,ELG,,David Jones,07/01/2019,01/01/2020,Computer Science,2,1
+12,brc,BRC,No,Closed source,NIHR Sheffield Biomedical Research Centre,"databases, Ansible, training, MATLAB, R, REDCap, XNAT, servers","Anna Krystalli, Will Furnass, Robert Turner",01/05/2018,31/03/2022,INSIGNEO,1,1
+13,,E2EEHM Vibration Analytics,,,E2EEHM Vibration Analytics,,David Jones,01/11/2019,31/03/2020,Automatic Control and Systems Engineering,2,1
+16,,Insigneo TO 2019,No,NA,Insigneo TO 2019,,Daniele Tartarini,01/08/2019,01/08/2021,INSIGNEO,2,0
+17,,ACCE DTP,No,Creative Commons Attribution 4.0 International,ACCE DTP,,Anna Krystalli,01/01/2020,30/04/2020,University of York,2,1
+19,,Reprohacks,,,Reprohacks,,Anna Krystalli,01/01/2020,31/03/2020,"N8 ",2,1
+21,,RateSetter+,,,RateSetter+,,John Charlton,18/11/2019,17/03/2021,Mechanical Engineering,2,1
+22,pykale,Prognostic: Cardiac MRI with ML,No,MIT,pykale (Multimodal/transfer learning on graphs/images/videos),"Python, version control, static analysis, GitHub, testing, machine learning","David Jones, Robert Turner, Will Furnass",01/10/2020,30/09/2021,Computer Science,1,1
+24,polar,Polar Portal,No,Closed source,Polar Portal: Sea ice edge detection,"Python, Docker, MATLAB",Robert Turner,01/11/2019,01/02/2020,Geography,1,1
+25,,A Network For Lemons,,,A Network For Lemons,,Anna Krystalli,09/09/2019,08/09/2020,Management School,2,1
+27,comsciimpact,IMPACT Acceleration,,,IMPACT Acceleration,machine learning,David Wilby,01/08/2019,31/07/2021,Computer Science,1,1
+28,itshpc,IT Services HPC Support 2019-2021,No,NA,IT Services HPC Support 2019-2021,"HPC, Slurm, Puppet, Nagios, collectd, Grafana, InfluxDB, SGE, Grid Engine, Singularity",Will Furnass,01/08/2019,01/08/2021,IT Services,1,1
+30,,Accelerate,,,Accelerate,,"Peter Heywood, Mozhgan Kabiri Chimeh, Matt Leach",01/03/2016,01/10/2021,Computer Science,2,1
+31,com4521,Teaching Support for GPU Module,NA,NA,Teaching Support for GPU Module,"teaching, C, OpenMP, CUDA, HPC","Paul Richmond, Mozhgan Kabiri Chimeh, Robert Chisholm, John Charlton, Peter Heywood",01/09/2015,,Computer Science,1,1
+32,,SoBigData++,,,SoBigData++,,"David Jones, Twin Karmakharm",01/01/2020,01/01/2022,Computer Science,2,1
+33,,RISIS II (includes WeVerfiy and some ELG),,,RISIS II (includes WeVerfiy and some ELG),,"Twin Karmakharm, David Wilby",01/01/2020,30/06/2021,Computer Science,2,1
+34,gpy,Learning to move as a human,No,"Closed source, BSD 3-Clause",Multiple output Gaussian processes for GPy,"Python, Gaussian processes, documentation, testing, continuous integration, MATLAB, machine learning",Robert Turner,01/10/2019,01/01/2021,Computer Science,1,1
+40,jade2,JADE II Support,No,NA,JADE II Support,"deep learning, HPC, teaching, user support, machine learning","Anna Krystalli, Twin Karmakharm",01/02/2020,01/08/2021,IT Services,2,1
+45,basisflow,BasisFlow,,,BasisFlow,,Twin Karmakharm,01/01/2021,31/12/2023,Chemistry,2,1
+53,ramp,RAMP SCRC Covid Support,Yes,"GPL, MIT, BSD",RAMP SCRC Covid Support,"Python, agile, testing, continuous integration, documentation",Robert Turner,01/05/2020,01/08/2020,Computer Science,2,1
+55,,IFPRI,,,IFPRI,,David Wilby,01/07/2020,01/08/2020,Computer Science,2,1
+56,,Opening Up Minds,,,Opening Up Minds,,Anna Krystalli,18/01/2021,18/06/2021,Psychology,2,1
+57,floodfotm,Flood Modelling Festival of the Mind,,,Flood Modelling Festival of the Mind,"GPU, unreal engine, FLAME GPU","Matt Leach, Paul Richmond",01/07/2020,01/09/2020,Civil Engineering,2,1
+58,ratesetter,RateSetter / Merseyrail,,,RateSetter / Merseyrail,"C++, FLAME GPU, ABM",Twin Karmakharm,18/11/2019,01/12/2020,Mechanical Engineering,2,1
+64,scrc-pipeline,SCRC Follow on,No,"BSD, GPL",Covid epidemiology data pipeline,"Python, agile, testing, continuous integration, documentation",Robert Turner,01/01/2021,01/01/2022,External,1,1
+65,holeintheroad,Hole in the Road,,,Hole in the Road,"VR, Unity",Matt Leach,24/09/2020,13/10/2020,Computer Science,1,1
+71,,JBC: Data and Data Science,,,JBC: Data and Data Science,,"David Jones, David Wilby",01/01/2021,01/07/2021,Department of Health and Social Care,2,1
+75,airqo,AirQo: Air Quality (Google),Yes,"Open source [no licence], GPL",AirQo: Kampala Air Quality,"Python, Scrum, testing, machine learning, Gaussian processes, containers, cloud, continuous integration",Robert Turner,01/03/2021,01/09/2021,Computer Science,1,1
+78,,Rail Transport,,,Rail Transport,,"John Charlton, Peter Heywood",29/01/2021,28/11/2021,Mechanical Engineering,2,1
+79,rumour_veracity," Rumour Veracity",,,Rumour Veracity,"NLP, deep learning, social media, Python, Javascript, Django, Vue.js, full stack, machine learning","Twin Karmakharm, David Wilby",01/01/2019,30/06/2021,Computer Science,2,1
+,firstdraftcoviddash,FirstDraft × GATE COVID Dashboard,,,FirstDraft × GATE COVID Data Deficits Dashboard,"Python, Django, Vue.js, Javascript, web apps, elasticsearch, PostgreSQL, databases","David Wilby, Twin Karmakharm",01/06/2020,31/07/2020,Computer Science,1,1
\ No newline at end of file
diff --git a/pages/collaboration/projects/projects.md b/pages/collaboration/projects/projects.md
index 028c638f..19e665a1 100644
--- a/pages/collaboration/projects/projects.md
+++ b/pages/collaboration/projects/projects.md
@@ -63,6 +63,10 @@ Filter: <a class="filter-link selected" href="">All</a> &middot; <a class="filte
             Technology and methods: <em>{{project.tech_methods}}</em>
             <br/>
             RSEs involved: <em>{{project.rses}}</em>
+            <br/>
+            All or part funded by an external partner: <em>{{project.commercial_partner_funding}}</em>
+            <br/>
+            Software licences used: <em>{{project.licences}}</em>
             <hr/>
             {% for project_description in project_descriptions %}
                 {% if project_description.key == project.key %}