DEMO of GIST (Guaranteed Visibility in Scatterplots with Tolerance)

Downloading...
Dataset
Fashion
Projection Method
TSNE
Number of elements
10000
Dataset
Fashion
Projection Method
Isomap
Number of elements
10000
Dataset
Fashion
Projection Method
MDS
Number of elements
10000
Dataset
Fashion
Projection Method
UMAP
Number of elements
10000
Dataset
MNIST
Projection Method
Isomap
Number of elements
10000
Dataset
MNIST
Projection Method
MDS
Number of elements
10000
Dataset
MNIST
Projection Method
TSNE
Number of elements
10000
Dataset
MNIST
Projection Method
UMAP
Number of elements
10000
Dataset
Twinpeaks
Projection Method
Isomap
Number of elements
1024
Dataset
Twinpeaks
Projection Method
MDS
Number of elements
1024
Dataset
Twinpeaks
Projection Method
TSNE
Number of elements
1024
Dataset
Twinpeaks
Projection Method
UMAP
Number of elements
1024
Dataset
Broken Swissroll
Projection Method
MDS
Number of elements
1024
Dataset
Broken Swissroll
Projection Method
TSNE
Number of elements
1024
Dataset
Broken Swissroll
Projection Method
UMAP
Number of elements
1024
Dataset
Helix
Projection Method
Isomap
Number of elements
1024
Dataset
Helix
Projection Method
MDS
Number of elements
1024
Dataset
Helix
Projection Method
TSNE
Number of elements
1024
Dataset
Helix
Projection Method
UMAP
Number of elements
1024
Dataset
Swissroll
Projection Method
Isomap
Number of elements
1024
Dataset
Swissroll
Projection Method
MDS
Number of elements
1024
Dataset
Swissroll
Projection Method
TSNE
Number of elements
1024
Dataset
Swissroll
Projection Method
UMAP
Number of elements
1024
Dataset
Abalone
Number of elements
4177
Dataset
Avila
Number of elements
5672
Dataset
Barcelona Accidents
Number of elements
10284
Dataset
COVID-19 deaths
Number of elements
49479
Dataset
Clothes
Number of elements
26569
Dataset
Condition based maintenance
Number of elements
10000
Dataset
Copter
Number of elements
55476
Dataset
Crowd sourced mapping
Number of elements
10845
Dataset
CS rankings
Number of elements
86326
Dataset
Epileptic Seizure Recognition Data Set
Number of elements
11500
Dataset
GNFUV
Number of elements
10090
Dataset
GaAsH6
Number of elements
61348
Dataset
Gas Sensor Array Drift Dataset Data Set
Number of elements
13837
Dataset
Gesture Phase
Number of elements
4845
Dataset
Grammatical facial expression
Number of elements
12903
Dataset
GridGena
Number of elements
48962
Dataset
Manhattan
Number of elements
13987
Dataset
Music
Number of elements
23448
Dataset
News
Number of elements
42000
Dataset
News popularity
Number of elements
93238
Dataset
Paleontology
Number of elements
46278
Dataset
Satimage
Number of elements
3759
Dataset
Sensorless drive diagnosis
Number of elements
42552
Dataset
Swiss roll 2d
Number of elements
8000
Dataset
Swiss roll 3d
Number of elements
10000
Dataset
Telescope
Number of elements
19020

Instructions

Zoomin by  drawing a rectangle  with your mouse over the area of interest. This will remove the overlap in that area with the specified tolerance.
Zoomout by right clicking on the view.
Clicking the Update button will recompute the current view according to the tolerance set with the slider.
If the whole dataset is display, the whole layout will be adjusted. If a portion of the dataset has been zoomed in, only the selected portion will be adjusted.
On large datasets, it is recommended to first adjust the whole layout with a moderate tolerance before zooming in on area of interest, with lower tolerances.

You can either download the current layout as an image as rendered on screen or download the position and size of each node as text.