Abstract The combination of persistent homology and discrete Morse theory has proven very effective in visualizing analyzing big heterogeneous data. Indeed, topology provides computable coarse summaries data independently from specific coordinate systems does so robustly to noise. Moreover, the geometric content a gradient vector field is useful for visualization purposes. case multivariate sti...