topic Workflow ideas for new projects in Discussions https://community.jmp.com/t5/Discussions/Workflow-ideas-for-new-projects/m-p/372819#M62272 <P>Hi all,&nbsp;<BR /><BR />After a year of playing around with JMP, I'm extremely satisfied with using it as my main data exploration platform. However, I'm overwhelmed about the tremendous amount of ways I can begin to explore my data. When starting a new project, let's say a biomonitoring study for instance, where does one begin their workflow? Are there any literature on JMP for starting a project from beginning to reporting?&nbsp;<BR /><BR /><U>My initial plan (feel free to judge):</U></P><UL><LI>Explore missing data.&nbsp;</LI><LI>Impute missing data.&nbsp;</LI><LI>Explore outliers.&nbsp;</LI><LI>Reduce dimensionality with PCA, UMAP.&nbsp;</LI><LI>Clustering HCA.</LI><LI>Factor Analysis?</LI></UL><P>I do not think there is a definitive answer here, but I'm looking to get some good material to figure out how to best manage this project.&nbsp;</P> Fri, 09 Jun 2023 00:31:23 GMT MikeDereviankin 2023-06-09T00:31:23Z Workflow ideas for new projects https://community.jmp.com/t5/Discussions/Workflow-ideas-for-new-projects/m-p/372819#M62272 <P>Hi all,&nbsp;<BR /><BR />After a year of playing around with JMP, I'm extremely satisfied with using it as my main data exploration platform. However, I'm overwhelmed about the tremendous amount of ways I can begin to explore my data. When starting a new project, let's say a biomonitoring study for instance, where does one begin their workflow? Are there any literature on JMP for starting a project from beginning to reporting?&nbsp;<BR /><BR /><U>My initial plan (feel free to judge):</U></P><UL><LI>Explore missing data.&nbsp;</LI><LI>Impute missing data.&nbsp;</LI><LI>Explore outliers.&nbsp;</LI><LI>Reduce dimensionality with PCA, UMAP.&nbsp;</LI><LI>Clustering HCA.</LI><LI>Factor Analysis?</LI></UL><P>I do not think there is a definitive answer here, but I'm looking to get some good material to figure out how to best manage this project.&nbsp;</P> Fri, 09 Jun 2023 00:31:23 GMT https://community.jmp.com/t5/Discussions/Workflow-ideas-for-new-projects/m-p/372819#M62272 MikeDereviankin 2023-06-09T00:31:23Z