Data
Below you can find links to useful datasets that you could use:
- https://www.kaggle.com/datasets
- https://sada.nrf.ac.za/
- https://opendataza.gitbook.io/toolkit/
- https://sastat.org.za/data-sets
- https://datahub.io/pi
- https://southafrica.opendataforafrica.org/data#menu=topic
- https://africaopendata.org/dataset
- https://www.eservices.gov.za/tonkana/opendata/home.jsf
- https://docs.google.com/spreadsheets/d/1asrQMHp_aJrD-LqkmW9n5yLT6Cm-K1geBEn9nLfYb3E/edit#gid=388540894
- https://www.datafirst.uct.ac.za/dataportal/index.php/catalog/central/about
- https://www.scoda.co.za/
- https://openup.org.za/tools/dataportal.html
- https://www.statssa.gov.za/?page_id=1417
- https://www.nber.org/africa/
- https://web1.capetown.gov.za/web1/OpenDataPortal/
- https://researchdatadirectoryonafrica.com/page/
Code
Below you can find useful links to code and training that was conducted in 2019 for the datathon:
- https://datacarpentry.org/python-ecology-lesson/
- https://colab.research.google.com/notebooks/welcome.ipynb
- https://colab.research.google.com/drive/12G6RlDorficOa6PGiDiianauE7xpYFUm
- https://colab.research.google.com/drive/1GgZhn2opRxQsDUmxQfMk2fjbdtdUueD_
- https://www.digitalocean.com/community/tutorials/data-analysis-and-visualization-with-pandas-and-jupyter-notebook-in-python-3
- https://www.digitalocean.com/community/tutorials/a-guide-to-time-series-visualization-with-python-3
- https://www.digitalocean.com/community/tutorials/a-guide-to-time-series-forecasting-with-prophet-in-python-3