You can use r and the following script.

http://www.statmethods.net/advstats/factor.html

Down load r from

https://cran.r-project.org/bin/windows/base/

To learn r do some tutorials

https://cran.r-project.org/doc/manuals/R-intro.pdf

and watch some videos

https://www.youtube.com/watch?v=cX532N_XLIs&list=PLqzoL9-eJTNBDdKgJgJzaQcY6OXmsXAHU

https://www.youtube.com/watch?v=5zk93CpKYhg

https://www.youtube.com/watch?v=Heh7Nv4qimU

Or use an excel addin

http://wak2.web.rice.edu/bio/WagnerKamakuraDownloads.htm

You may also want to see following link where queries relating to your questions have been addressed:

https://www.researchgate.net/post/What_is_your_favorite_software_for_Principal_Component_Analysis

I would suggest for R software, it works great. However, there are also many GUI based software such as Solo, Simca-P etc. Matlab is also a good option.

Hope this helps.

MATLAB is equally good option.

U may try The Unscrambler from Camo

You should test Unscrambler X (download a free 30 day trial). Other options of GUI based softwares are SPSS or Origin. R is free but you have to write your scripts.

I think Minitab is suitable. I would also like to see the links below.

https://www.researchgate.net/post/What_are_the_good_software_for_doing_Principal_Component_Analysis

https://www.researchgate.net/post/Can_someone_suggest_a_good_free_software_for_Principal_Component_Analysis

https://www.researchgate.net/post/What_is_your_favorite_software_for_Principal_Component_Analysis

BioVinci can be an option. The PCA there is quite simple to use and easy to understand. Just need to drag and drop columns to their right places. You can go here to see the PCA plot example: https://vinci.bioturing.com/panel/workset/build/principal-component-analysis

many, here is Matlab s/w

Article Principal component analysis - a tutorial

I am using Matlab for this operation.

If you use any other operation like classification, you can use RapidMiner studio.

I'd suggest BioVinci. Pretty and easy.

https://biit.cs.ut.ee/clustvis/

I made a small free web utility to perform online PCA available here :

https://web.rniapps.net/webigloo/pca/

The data can be uploaded as a tab delimited file along with it's associated metadata (refer to the sample files in the webpage) and visually explore the output.

Also try : https://web.rniapps.net/webigloo

I did PCA in R.

Please see the details in the article Article Size does matter: Parallel evolution of adaptive thermal tol...

and

supplementary material

https://onlinelibrary.wiley.com/action/downloadSupplement?doi=10.1002%2Fece3.4550&file=ece34550-sup-0001-AppendixS1.docx

Origin Pro

Minitab

The Unscrambler

Simca Umetrics

XLStat

Statgraphics

Statistica

Those are the list of software with good GUI and output

biovinci is not free...

You can Use SAS for that, even Excel STAT also, but these are not free. But surely, you can use free trial of these.

I use SPSS 23.0. It is user friendly. you can please try.

SPSS 23.0 Or Excel Stat or free software like R can be used.

SPSS cab be used to determine PCA

canoco5 is the best and easiest software for PCA and DCA

I use spss for pca

R is by far the best FREE option out there that I could find.

Has anyone considered Simca Umetrics? Its a beautiful software for PCA and PLS. The grapics is superb

Using Genstat Statistical packageis easy and accurate for PCA which i believe means Principle Component Analysis.

I want to proceed Water Quality for River Basin. I can use PCA with R programming.

I used to apply PAST (PAleontological STatistical software) in my research which provide very good statistics and visulization. very simple and fast software

http://priede.bf.lu.lv/ftp/pub/TIS/datu_analiize/PAST/2.17c/download.html

Thanks Hatem

R with statmodel

I use STATISTICA or SPSS

You can perform the PCA in any statistical software. Here is the code in Python for PCA https://www.reneshbedre.com/blog/principal-component-analysis.html

XLSTAT

Minitab

Gnu Regression, Econometrics and Time-series Library - Gretl is another statistical analysis tool that can help in PCA

OriginLab

R, BioVinci, Past, and C2

thanks so much for your kind attention. Please keep in touch.

regards,

Myo

Python 3 comes in handy. Very easy too when you want to plot pca using jupyter notebook as your text editor

SPSS can be used for PCA

GRETL can be used for PCA Analysis

You can use python coding too. It's quite interesting. I can help you with some codes if you are in