This application lets users cluster data stored on Geoscience ANALYST objects using the Scikit-Learn KMeans clustering algorithm. Leveraging Plotly visualization tools, users are able to assess the clustering results using histogram, box, scatter, inertia, and cross-correlation plots together with the 3D viewing efficiency of Geoscience ANALYST. This is a perfect tool to conduct meaningful Exploratory Data Analysis (EDA), generate rock classifications, or map alteration footprints.

  • Cluster data on any support: points, voxets, surfaces, structural measurements, etc.
  • Quickly assess data quality
  • Data normalization
  • Scalable distribution to change weights of features
  • View results in Geoscience ANALYST and compare to other geoscientific data for your project

Available now https://geoapps.readthedocs.io/en/latest/content/apps/kmeans_clustering.html

Latest news

Geoscience ANALYST
October, 10 2019

Geoscience ANALYST Pro Geophysics Consortium

Today we are highlighting our new, industry-led, research consortium focused on delivering software and methods that make the use of advanced geophysics a day-to-day, practical reality for industry...
Read more
Geoscience ANALYST
August, 28 2019

New geophysical tools in Geoscience ANALYST

Coming up later in 2019 is the launch of new geophysical tools. It includes a new interface for the industry-standard UBC-GIF forward modelling...
Read more
Q&A
April, 01 2019

Q&A Mineral Resources Tasmania

The construction of plausible geological models. 3D interpretation and modelling process is of a cyclical nature...
Read more
Software tips
January, 11 2021

Upload global descriptions

In Geoscience INTEGRATOR, add an editable global description during import to save time and reduce errors...
Read more
Software tips
April, 01 2019

Operations on array properties

In GOCAD, this command, found in the Property menu, allows the user to perform various operations (scaling, DC shift...
Read more
Q&A
May, 30 2019

Q&A Irish Centre for Research in Applied Geosciences

We had a chat with Dr. Roisin Kyne from Teck Resources and Dr. Koen Torremans from iCRAG about the importance of 3D analysis and modelling...
Read more
Developer’s sandbox
September, 01 2022

GEOH5 open format

We developed geoh5 based on free and open-source HDF5 technology because of its many advantages: wide acceptance across numerous data-intensive industries...
Read more
Software tips
December, 01 2020

Editing property transparency

In GOCAD Mining Suite, when you select a property its transparency can be edited...
Read more
Software tips
June, 06 2022

Coordinate system transformations

In Geoscience ANALYST Pro version 4.0, you can apply coordinate system transformations to...
Read more
Software tips
March, 06 2020

Area-select in Viewport

In Geoscience ANALYST you can multi-select data in the Viewport to highlight them in the Data Table.
Read more
Software tips
September, 14 2020

Managing import templates

In Geoscience INTEGRATOR it is possible to edit Import template names and no-data values, activate/deactivate templates, see...
Read more
Software tips
May, 01 2022

Drape Voxet properties on surfaces

In GOCAD Mining Suite you can texturally drape your images and 2D gridded data onto surfaces, for example...
Read more

Please contact our team for additional information about our products and services