fanplot: ips – R documentation

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ips

ONS International Passenger Survey Long-Term International Migration 1975-2012

Description

Immigration, emigration and net migration flow counts (and their confidence intervals) for the UK from the International Passenger Survey (IPS) conducted by the Office of National Statistics. Data formatted from the 2012 release of the Long-Term International Migration Statistics.

Usage

data(ips)

Format

A data frame with 38 observations on the following 7 variables.

year: a numeric vector
imm: a numeric vector
imm.ci: a numeric vector
emi: a numeric vector
emi.ci: a numeric vector
net: a numeric vector
net.ci: a numeric vector

Details

Data differ slightly from the final adjusted migration estimates published by the ONS, that take account of certain types of migration that the IPS doesn't pick up, such as asylum seekers, people migrating for longer or shorter than they thought they would, and migration over land to and from Northern Ireland.

Source

Annual statistics on flows of international migrants to and from the UK and England and Wales by the Office of National Statistics. Retrieved from "1.02 IPS Margins of Error, 1975-2012" spreadsheet at:

http://www.ons.gov.uk/ons/publications/re-reference-tables.html?edition=tcm

Examples

#standard plot
net<-ts(ips$net, start=1975)
plot(net, ylim=range(net-ips$net.ci, net+ips$net.ci))
lines(net+ips$net.ci, lty=2, col="red")
lines(net-ips$net.ci, lty=2, col="red")

#simulate values
ips.sim <- matrix(NA, nrow = 10000, ncol=length(net))
for (i in 1:length(net))
  ips.sim[, i] <- rnorm(10000, mean = ips$net[i], sd =ips$net.ci[i]/1.96)

#spaghetti plot
plot(net, ylim=range(net-ips$net.ci, net+ips$net.ci), type = "n")
fan(ips.sim, style="spaghetti", start=tsp(net)[1], n.spag=50)

#box plot
plot(net, ylim=range(net-ips$net.ci, net+ips$net.ci), type = "n")
fan(ips.sim, style="boxplot", start=tsp(net)[1], llab=TRUE, outline=FALSE)

#box fan
plot(net, ylim=range(net-ips$net.ci, net+ips$net.ci), type = "n")
fan(ips.sim, style="boxfan", type="interval", start=tsp(net)[1])

fanplot

Visualisation of Sequential Probability Distributions Using Fan Charts

v3.4.2

GPL-2

Authors

Guy J. Abel [aut, cre] (<https://orcid.org/0000-0002-4893-5687>)

Initial release

ips