Covid-19 Mobility Tracker: Nicaragua

This repository contains data from the COVID-19 Mobility Report from Google for Nicaragua. I take the dataset from the repository pastelsky/covid-19-mobility-tracker that uses reverse-engineer from the PDFs to create the CSV files.

Folders structure

• data: contains the csv and rds files with data only for Nicaragua.
• scripts: contains R scripts that were used to create and clean the dataset, and plot the figures below.
• outputs\figures: contains the outputs from the R scripts.

UPDATE 🚩

Before, I created a script that scrape the data from different repositories and set up a tidy dataset for countries in Central America. Turns out that the updated version of the covdata package now also includes the Google Mobility Report dataset which makes it easier to plot the figures that I created before. Therefore, you can find a new script, 3_covdata that uses the package mentioned above to plot the figures below.

Figures

google_mobility %>% 
    filter(country_region_code == "NI") %>% 
    mutate(type = case_when(type == "retail" ~ "retail & recreation",
                            type == "grocery" ~ "grocery & pharmacy",
                            type == "transit" ~ "transit stations",
                            TRUE ~ type),
           type = str_to_title(type)) %>% 
    ggplot(aes(x = date, y = pct_diff, fill = type)) + 
    geom_ribbon(aes(ymin = 0, ymax = pct_diff)) + 
    geom_line(size = 1) +
    facet_wrap(~type) + 
    scale_y_continuous(labels = function(x) paste0(x, "%")) + 
    labs(x = NULL,
         y = NULL,
         color = NULL, 
         subtitle = "The baseline is the median value, for the day of the week, during the 5-week period Jan 3-Feb 6, 2020.",
         title = "Mobility changes in Nicaragua",
         caption = "Data: Google Community Mobility Report | Plot: @rrmaximiliano") + 
    theme_ipsum_rc() + 
    theme(
        legend.position = ""
    )

Credits

All data made available for use is by taken from Google Mobility Reports. The reverse-engineer tools were constructed by Shubham Kanodia. I do not claim ownership over the data hosted in this repository. For information related to the covdata package please refer to the official vignette.