Painting a portrait

How do COVID-19 admissions evolve over time?

Anthony B. Masters
3 min readFeb 9, 2021

‘Protect the NHS’ is the appeal from the UK government, ordering people to stay at home. Pressure on healthcare services is important to understand during a pandemic.

This is part of the government campaign. (Image: Public Health England)

How do COVID-19 admissions and patient levels change over time?

Evolving over time

We can plot COVID-19 admissions and COVID-19 patients in hospitals in England. NHS England use the following definitions:

  • COVID-19 admission: admissions with positive tests plus in-patient diagnoses. For hospital admissions, the person must have a positive SARS-CoV-2 test in the prior 14 days. NHS England counts in-patient diagnoses against the day before their diagnosis.
  • COVID-19 patients (or hospital cases): the number of confirmed COVID-19 patients in hospital at 8am. This measure includes all hospitals.

Prof Johnson (Bristol) produces graphs showing admissions and patients over time.

Each dot represents a day. (Image: Twitter/BristOliver)

Using R, we are going to produce a similar graph using ggplot2.

Straight from the API

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Anthony B. Masters
Anthony B. Masters

Written by Anthony B. Masters

This blog looks at the use of statistics in Britain and beyond. It is written by RSS Statistical Ambassador and Chartered Statistician @anthonybmasters.

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