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&As
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
Geoscience INTEGRATOR
December, 07 2020

Footprints project public data repository available soon

Project-generated and previously public data, models, and documents from the NSERC-CMIC mineral exploration project, “Integrated Multi-Parameter Footprints of Ore Systems...
Read more
Software tips
July, 01 2019

Imago drillhole imagery light table connection

In GOCAD, you can now connect to your Imago account by...
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
About us
June, 21 2019

20 years of modelling the earth!

Mira Geoscience marks its 20th anniversary championing integrated interpretation for better earth modelling, interpretation, and data management...
Read more
Software tips
August, 10 2020

Importing and visualizing VP Geophysics models

In Geoscience ANALYST v3.1, VP Model objects can now be imported by a simple drag and drop! You can then visualize the model and,...
Read more
Software releases
September, 24 2019

GOCAD Mining Suite upcoming release

Our next GOCAD release takes adventage of usability and improvements implemented by Emerson-Paradigm...
Read more
Software tips
January, 05 2021

Copying drillholes in a grid pattern

In Geoscience ANALYST you can copy an existing drillhole’s collar and deviation in a grid pattern to map a mineralized horizon...
Read more
Virtual Lecture – Archive
February, 11 2021

15 tips in 15 minutes – Geoscience ANALYST Free Viewer

Past event, view here or on our YouTube channel...
Read more
News
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

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