GeoPCA: a tool for multivariate analysis of angular data, based on principal component geodesics



Select an input file (Windows .csv format)

File:

An example of the input file

In this example file rows correspond to different nucleotide structures, while columns represent dihedral angles.
It is a standard type of input if considering data points as molecular structures.

Software examples for obtaining dihedral angles:

Biopython (general, Python required)
Bio3D (general, R required)
Torsions (proteins, single pdb as an input):
StrucTools (proteins, single pdb as an input)
AMIGOS (RNA, Perl required)

Please be prepared to wait a few minutes for output depending on the size of the dataset and the load on the server.

After starting the upload process do not navigate away from this page as it will automatically take you to the results download page

It is necessary to upload properly prepared files (in Windows .csv format), with no special characters included. We plan to add support for other formats in future.


Citation: Karen Sargsyan, Jon Wright, Carmay Lim, "GeoPCA: a new tool for multivariate analysis of dihedral angles based on principal component geodesics" Nucl. Acids Res. (2012) 40 (3): e25.

Python scripts for spherical and linear K-means