Word Vector Clustered Heatmap: Data Discovery.

I’ve used Python to cluster the word vectors of critical minerals and their ores (copper, lithium, nickel, cobalt and REE) to Lithostratigraphy in a corpus of geological texts.

In the heatmap the greens are above the mean (cosine), reds below the mean, whites are around the mean.

Minerals and Lithostrat with ‘similar’ profiles will cluster together.

You can choose what to plot e.g. lithology v minerals etc etc. Useful for data discovery just using patterns in text.

#naturallanguageprocessing #criticalminerals #datadiscovery #analytics #datascience #geosciences