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Citizen Science Data Hub

Citizen Science Data Hub (CSDH) — notebooks

Example notebooks for the Citizen Science Data Hub (CSDH) — Fundación Ibercivis. One notebook per dataset in the public gallery:

https://data.ibercivis.es

The CSDH is the data platform (gallery + JupyterHub). The training modules of the Citizen Science Data Academy live on the ECS Academy (the Data Analysis 1-5 series: Jupyter, Python, NumPy, Pandas and visualization).

How to use them

  • Nothing to install: from each dataset's page in the gallery, the "Work on this dataset" button opens the notebook in the CSDH JupyterHub (https://jupyterhub.ibercivis.es) with the data already mounted at /srv/data. Sign in with your GitHub account.
  • Start from the beginning: index.ipynb.
  • Get the original back after editing your copy: the Restore cell at the end of each notebook, or restore.ipynb.
  • On your own machine: clone the repo and download the data from the Zenodo link in each notebook's header (adjust the DATA path).

Take part

Questions, results and challenges: in this repository's Discussions.

Licenses

  • Notebooks are published under CC-BY-4.0, except those derived from datasets with a ShareAlike license (marcsi-marine), which are CC-BY-SA-4.0.
  • Each dataset keeps its original license, shown in the notebook header and on its gallery page.

Maintenance

Notebooks are generated from a template with the gallery metadata (scripts/generate_notebooks.py in the platform repo) and validated by running them against the real data. To suggest improvements, open an issue or a PR.


ECS project — T3.4. Non-commercial service.

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Example notebooks for the Citizen Science Data Hub (CSDH) — data.ibercivis.es

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