Subsetting “zoo” objects

The following makes use of the zoo package. You may need to install it from CRAN using the code install.packages("zoo") if you want to run this on your computer. (The package is already installed on the notebook container, however.)

library(zoo)


Attaching package: 'zoo'

The following objects are masked from 'package:base':

    as.Date, as.Date.numeric


as.yearqtr("1945 Q2")

[1] "1945 Q2"

The file “zpresidents.RData” was created in an earlier example.

load("zpresidents.RData")

zpresidents[as.yearqtr("1945 Q2")]

1945 Q2 
     87 

qtrs3 <- as.yearqtr(paste(1960:1969,"Q3"))
zpresidents[qtrs3]

1960 Q3 1961 Q3 1962 Q3 1963 Q3 1964 Q3 1965 Q3 1966 Q3 1967 Q3 1968 Q3 1969 Q3 
     61      71      62      62      69      69      56      38      35      65 

qtrs <- paste(rep(1960:1964,each=4),rep(4:1,4),sep="-")
qtrs

 [1] "1960-4" "1960-3" "1960-2" "1960-1" "1961-4" "1961-3" "1961-2" "1961-1"
 [9] "1962-4" "1962-3" "1962-2" "1962-1" "1963-4" "1963-3" "1963-2" "1963-1"
[17] "1964-4" "1964-3" "1964-2" "1964-1"

zpresidents[as.yearqtr(qtrs)]

1960 Q1 1960 Q2 1960 Q3 1960 Q4 1961 Q1 1961 Q2 1961 Q3 1961 Q4 1962 Q1 1962 Q2 
     71      62      61      57      72      83      71      78      79      71 
1962 Q3 1962 Q4 1963 Q1 1963 Q2 1963 Q3 1963 Q4 1964 Q1 1964 Q2 1964 Q3 1964 Q4 
     62      74      76      64      62      57      80      73      69      69 

load("unemployment-z.RData")

unemployment.z[as.Date("1997-12-31")]

           Germany France  Italy Netherlands Belgium Luxembourg
1997-12-31  11.412 12.438 12.251        5.59  12.691      3.616

window(zpresidents,
       start = as.yearqtr("1969-1"),
       end   = as.yearqtr("1974-2"))

1969 Q1 1969 Q2 1969 Q3 1969 Q4 1970 Q1 1970 Q2 1970 Q3 1970 Q4 1971 Q1 1971 Q2 
     59      65      65      56      66      53      61      52      51      48 
1971 Q3 1971 Q4 1972 Q1 1972 Q2 1972 Q3 1972 Q4 1973 Q1 1973 Q2 1973 Q3 1973 Q4 
     54      49      49      61      NA      NA      68      44      40      27 
1974 Q1 1974 Q2 
     28      25 

window(unemployment.z,
       start = as.Date("1980-12-31"),
       end   = as.Date("1989-12-31"))

           Germany France  Italy Netherlands Belgium Luxembourg
1980-12-31   3.190  6.246  5.574       4.015   8.029      0.721
1981-12-31   4.505  7.396  6.269       5.818  10.279      1.042
1982-12-31   6.441  8.041  6.918       8.519  12.030      1.302
1983-12-31   7.921  8.253  7.694      10.987  13.319      1.630
1984-12-31   7.932  9.660  8.504      10.604  13.363      1.750
1985-12-31   8.002 10.234  8.611       9.191  12.442      1.688
1986-12-31   7.661 10.373  9.896       8.394  11.792      1.478
1987-12-31   7.611 10.479 10.248       7.982  11.461      1.710
1988-12-31   7.598  9.975 10.451       7.785  10.422      1.564
1989-12-31   6.863  9.348 10.214       6.917   9.377      1.420

Downloadable R script and interactive version

Explanation

The link with the “jupyterhub” icon directs you to an interactive Jupyter1 notebook, which runs inside a Docker container2. There are two variants of the interative notebook. One shuts down after 60 seconds and does not require a sign it. The other requires sign in using your ORCID3 credentials, yet shuts down only after 24 hours. (There is no guarantee that such a container persists that long, it may be shut down earlier for maintenance purposes.) After shutdown all data within the container will be reset, i.e. all files created by the user will be deleted.4

Above you see a rendered version of the Jupyter notebook.5

1

For more information about Jupyter see http://jupyter.org. The Jupyter notebooks make use of the RKernel package.

2

For more information about Docker see https://docs.docker.com/. The container images are run with docker spawner.

3

ORCID is a free service for the authentication of researchers. It also allows to showcase publications and contributions to the academic community such as peer review.. See https://info.orcid.org/what-is-orcid/ for more information.

4

The Jupyter notebooks come with NO WARRANTY whatsoever. They are provided for educational and illustrative purposes only. Do not use them for production work.

5

The notebook is rendered with the help of the nbsphinx extension.