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Data analysis workshop for beginners (PyCon SK 2024)

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Data analysis workshop for beginners (PyCon SK 2024)

We will use NYC taxi dataset, data from January, 2015. This is modified dataset from https://s3.amazonaws.com/datashader-data/nyc_taxi_wide.parq used in holoviz ecosystem https://holoviz.org/. Column names are shortened. For workshop we will need only the sample of 310000 records (data/nyc_taxi_sample.parq). Full modified dataset is available at https://feelmath.eu/Download/nyc_taxi.parq.

For running the notebooks, modules panel, ipyleaflet, polars, pandas, pyarrow, fastparquet, plotly need to be installed.

Docker image with all workshop files can be pulled by docker pull misolietavec/daworkshop. The Dockerfile in this directory is for creating such (or similar) images. Running with

docker run -p 3500:8888 misolietavec/daworkshop

will give you Jupyterlab application at http://127.0.0.1:3500/lab.

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