What can be done here (also see the bottom of the page for detailed instructions)

If you are using this , please cite us ! click to see Citation

Gopinath et al., (2021). grapesAgri1: Collection of Shiny Apps for Data Analysis in Agriculture. Journal of Open Source Software, 6(63), 3437, https://doi.org/10.21105/joss.03437 

You can scroll below for analysis of Randomized block Design or Two-way ANOVA. But we highly recommend try our advanced version of GRAPES called RAISINS. Powered by R, Python along with AI interpretations of tables. In RAISINS you can do the analysis of all variables together and get thesis/paper ready tables in a click. All possible graphs that you can draw in R and python. Also multivariate analysis capability using MANOVA and PCA along with interpretations. RAISINS is also online. You can access RAISINS at www.raisins.live. Our team will provide full statistical support through out your journey.  

See the YouTube video  tutorial:  https://www.youtube.com/watch?v=6dOj290_wqk&t=8s

-Dr Pratheesh P Gopinath

As requested by students a Monthly plan of RAISINS-RBD is available at just INR 200/-

Prepare excel file by reading instruction below and then proceed to analysis 

In this web application, you only just need to upload the Excel file in CSV format. To Prepare excel file follow the instructions below

How to save an excel file as CSV


Your final file should look like this

How to save your excel file as csv before proceeding for analysis?

click file --> save as