GPS Jamming Exploratory Data Analysis

Reference

API reference for ADS-B Exchange https://www.adsbexchange.com/version-2-api-wip/

Mode-S.org by Junzi Sun https://mode-s.org/decode/content/ads-b/7-uncertainty.html https://mode-s.org/decode/book-the_1090mhz_riddle-junzi_sun.pdf

Commands

python -m venv venv
venv/scripts/activate
pip install pandas numpy matplotlib seaborn plotly geopandas scipy scikit-learn statsmodels requests ipykernel streamlit

Run Jupyter Notebooks as a docker service

docker run -d -p 8888:8888 --mount type=bind,source=$(pwd)/notebooks,target=/home/jovyan/work --name jupyter_container quay.io/jupyter/scipy-notebook:2024-05-27

Apache Spark with Jupyter Notebooks

docker run -d -p 8888:8888 --mount type=bind,source=$(pwd)/notebooks,target=/home/jovyan/work --name jupyter_container jupyter/pyspark-notebook

Save your notebooks in ./notebooks If you want, you can serve the notebooks at port 8888

python -m virtualenv -p C:\Users\ernes\AppData\Local\Programs\Python\Python311 venv