Richard Young

District level case data can be obtained from the NICD site in JSON form by looking at the requests that populate the charts here: https://www.nicd.ac.za/diseases-a-z-index/disease-index-covid-19/surveillance-reports/national-covid-19-daily-report For example: EC: https://nmclist.nicd.ac.za/App_JSON/DashProvincialCumulativeTests_1.json FS:...

[MalariaDrugImagesGHS.zip](https://github.com/qiskit-community/qiskit-camp-africa-19/files/3954924/MalariaDrugImagesGHS.zip)

This test in Aqua shows how to initialise the state of a circuit to a custom vector. https://github.com/Qiskit/qiskit-aqua/blob/0a9e3df421dc24e16e552909f72942e101cc7643/test/aqua/test_initial_state_custom.py

Look at point number 7 https://developer.ibm.com/recipes/tutorials/kmeans-clusterization-algorithm-with-quantum-circuit-part-2/

https://towardsdatascience.com/an-approach-to-choosing-the-number-of-components-in-a-principal-component-analysis-pca-3b9f3d6e73fe