Here you will find our presentation we had for the Quantum Do.Data, the data to play with and some python scripts. A huge thanks to the team of Quantum Analytics for letting us talk about things we like.
Feel free to contact us!
Have a great day!
We exported the date from the stunning OpenSky Network. You can use the data for exploration purpose. For forther information, please consider de license! https://opensky-network.org/datasets/states/LICENSE.txt
The description of the data structure is located here: https://opensky-network.org/impala-guide. Scroll to the chapter The Columns
.
You can either download it by clone or download
and download zip
or use your prefered git client.
To work with the date, we recommend to use GeoPandas, a python library made for geospatial data. It's not allways easy to install, so we don't give you an exact installation documentation.
Theoretically you can install it by pip.
pip3 install geopandas
For more information, read de install manual or google it.
All examples run in a jupyter notebook. Install it with pip
pip3 install jupyter
Now open the terminal/console (on Mac: terminal
on windows cmd
) and navigate to this repository. Start the terminal with:
jupyter notebook
Because GitHub has a file size restriction, we had to split the data into numerous files. Lets create one big file:
Open the file python/0 Concatenate Files.ipynb and run it. This will create the file /data_generated/20180521.csv
During development, we use a sampled file, to preserve our computer. Run the File python/1. sampling.ipynb. Be aware: This is not a scientific sample, it will just take every 10th data point.
This script plots a map of a certain region and saves it as PNG or SVG.
The script: python/2. plot zurich airport.ipynb
This scripts compares the departure time of longtail and shorttail Swiss planes.
The script: 3. Swiss Planes Timetable.ipynb
In this tutorial, you learn how to create a 3D-Website (like this one: http://simonhuwiler.ch/doData) with QGIS. You need to install QGIS for this!
The tutorial: 4. Create 3D-HTML-Website with QGIS.ipynb