An interactive way to explore 2d arrays (especially for correlations and coincidences).
You can:
- Load any
csvfile with numerical values (first column and first row specify the labels). - Lookup values.
- Sort rows and columns.
- Explore multidimensional data (e.g. 100 dimensions).
Examples of usage:
- Exploring correlation matrix.
- Looking at projections of variables on principal components.
- Discovering dependencies between two sets of variables (e.g. countries vs diseases).
CC-BY Piotr Migdał at Compass Inc.
- examples
- polishing sorting
- autodetect of correlation vs count data
- ? Gray lines when mouse-on
- Importance, principal component, linkage sorts?
- Make sorting more consistent
- Alphabetic and Orginal as buttons
- pseudo-symmetric sort, when first one axis, then automatically along the other
- Bootstrap or some other nice interface? Or rather keep it bare-bone?
- Easier search for / filtering variables?
- Some listing of previously loaded csv files?
- Some scales, not only -1 to 1 (so it will be usable also for counts)
- How to work with many variables?
- Make first n variables bigger?
- If and how allow more datapoints per pixes (e.g. also Spearman correl)
- How to expand it into a 2d scatter/histogram plot per each correlation?
- Show how much position changed?