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EarthquakesETL add-on for Orange 3 data mining software.

Project description

GitHub PyPI Python PostgreSQL Orange Data Mining

Orange3 EarthquakesETL

EarthquakesETL add-on for Orange 3 data mining for acquiring global earthquake data via APIs, cleaning the data through a configurable node, and generating seismic attributes for machine learning modeling.

Installation

Orange add-on installer

Install from Orange add-on installer through Options -> Add-ons.

Using pip

To install the add-on with pip use

pip install EarthquakesETL

To install the add-on from source, run

python setup.py install

To register this add-on with Orange, but keep the code in the development directory (do not copy it to Python's site-packages directory), run

python setup.py develop

You can also run

pip install -e .

which is sometimes preferable as you can pip uninstall packages later.

Anaconda

If using Anaconda Python distribution, simply run

pip install EarthquakesETL

Required Dependencies:

  • psycopg2-binary
  • SQLAlchemy>=2.0.40
  • bcrypt>=4.3.3
  • geopandas>=1.0.1
  • bs4>=0.0.2
  • typing>=3.7.4.3
  • openquake.engine>=3.23.1
  • fiona>=1.10.1
  • dataclasses>=0.6
  • numpy>=1.26.4
  • numba==0.58.1
  • llvmlite==0.41.1

Usage

After the installation, the widgets from this add-on are registered with Orange. To run Orange from the terminal, use

orange-canvas

or

python3 -m Orange.canvas

New widgets are in the toolbox bar under EarthquakesETL section.

Workflow Example

This is an example of how you can use this add-on.

Workflow Example

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