EarthquakesETL add-on for Orange 3 data mining software.
Project description
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:
- Orange3>=3.38.1
- psycopg2>=2.9.10
- pandas>=2.2.3
- 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
- Sphinx>=8.1.3
- PyQtWebEngine>=5.15.7
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.
Project details
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