Background
The Monkepox: Daily Confirmed Cases datasets comes from the ‘Monkeypox Data Explorer’ from ourworldindata. You can view these data by clicking on the following link: https://ourworldindata.org/monkeypox
The Monkeypox Data Explorer is updated every hour and allows you to explore the data produced by the World Health Organization. Created by Edouard Mathieu, Fiona Spooner, Saloni Dattani, Hannah Ritchie and Max Roser.
Data
glimpse(mp_raw)Rows: 16,321
Columns: 15
$ location <chr> "Andorra", "Andorra", "Andorra", "Ando…
$ iso_code <chr> "AND", "AND", "AND", "AND", "AND", "AN…
$ date <date> 2022-07-25, 2022-07-26, 2022-07-27, 2…
$ total_cases <dbl> 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4,…
$ total_deaths <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ new_cases <dbl> 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0,…
$ new_deaths <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ new_cases_smoothed <dbl> 0.29, 0.43, 0.43, 0.43, 0.43, 0.43, 0.…
$ new_deaths_smoothed <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ new_cases_per_million <dbl> 25.049, 12.525, 0.000, 0.000, 0.000, 0…
$ total_cases_per_million <dbl> 25.049, 37.574, 37.574, 37.574, 37.574…
$ new_cases_smoothed_per_million <dbl> 3.632, 5.386, 5.386, 5.386, 5.386, 5.3…
$ new_deaths_per_million <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ total_deaths_per_million <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ new_deaths_smoothed_per_million <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…New Cases
Date versus new cases
ggplot(data = mp_raw,
mapping = aes(x = date,
y = new_cases,
group = location)) +
geom_line()New Cases Smoothed
Date versus new cases smoothed
ggplot(data = mp_raw,
mapping = aes(x = date,
y = new_cases_smoothed,
group = location)) +
geom_line()New Cases per Million
Date versus new cases per million
ggplot(
data = mp_raw,
mapping = aes(x = date,
y = new_cases_per_million,
group = location)) +
geom_line()