alan-turing-institute / TuringDataStories

TuringDataStories: An open community creating “Data Stories”: A mix of open data, code, narrative 💬, visuals 📊📈 and knowledge 🧠 to help understand the world around us.
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Create a final box plot with comparison operations over different time periods #46

Closed kevinxufs closed 4 years ago

crangelsmith commented 4 years ago

I created a summary plot comparing the two time periods, and i found something interesting when comparing the rates of deaths in care home + hospices and everything else:

*Rates in all covid deaths:

image

Rates in care homes and hospices:

image

Rates in hospitals and homes:

image

This makes sense, the index of deprivation on the care home area not necessarily affect the residents. So I think our story is in the third figure, where the change in the first bin is significant with respect to the others.

Also this show how the epidemic came later to the care homes that the rest of cases (which is a know fact), but it is nice to see it in the data :)

These plot is now in notebook draft 1.4