read_naaccr: Read NAACCR records from a file

In naaccr: Read Cancer Records in the NAACCR Format

Read NAACCR records from a file

Description

Read and parse cancer incidence records according to a NAACCR format from either fixed-width files (read_naaccr and read_naaccr_plain) or XML documents (read_naaccr_xml and read_naaccr_xml_plain).

Usage

read_naaccr_plain(
  input,
  version = NULL,
  format = NULL,
  keep_fields = NULL,
  skip = 0,
  nrows = Inf,
  buffersize = 10000,
  encoding = getOption("encoding")
)

read_naaccr(
  input,
  version = NULL,
  format = NULL,
  keep_fields = NULL,
  keep_unknown = FALSE,
  skip = 0,
  nrows = Inf,
  buffersize = 10000,
  encoding = getOption("encoding"),
  ...
)

read_naaccr_xml_plain(
  input,
  version = NULL,
  format = NULL,
  keep_fields = NULL,
  as_text = FALSE,
  encoding = getOption("encoding")
)

read_naaccr_xml(
  input,
  version = NULL,
  format = NULL,
  keep_fields = NULL,
  keep_unknown = FALSE,
  as_text = FALSE,
  encoding = getOption("encoding"),
  ...
)

Arguments

input	Either a string with a file name (containing no \n character), a connection object, or the text records themselves as a character vector.
version	An integer specifying the NAACCR format version for parsing the records. Use this or format, not both. If both version and format are NULL (default), the most recent NAACCR format will be used.
format	A record_format object for parsing the records.
keep_fields	Character vector of XML field names to keep in the dataset. If NULL (default), all columns are kept.
skip	An integer specifying the number of lines of the data file to skip before beginning to read data.
nrows	A number specifying the maximum number of records to read. Inf (the default) means "all records."
buffersize	Maximum number of lines to read at one time.
encoding	String giving the input's encoding. See the 'Encoding' section of file in the base package. For read_naaccr_xml and read_naaccr_xml_plain, this is a backup encoding. If the XML document includes an encoding specification, that will be used. Otherwise, encoding will be used.
keep_unknown	Logical indicating whether values of "unknown" should be a level in the factor or NA.
...	Additional arguments passed onto as.naaccr_record.
as_text	Logical indicating (if TRUE) that input is a character string containing XML or (if FALSE) it is the path to a file with XML content.

Details

read_naaccr and read_naaccr_xml return data sets suited for analysis in R. read_naaccr_plain and read_naaccr_xml_plain return data sets with the unchanged record values.

Anyone who wants to analyze the records in R should use read_naaccr or read_naaccr_xml. In the returned naaccr_record, columns are of appropriate classes, coded values are replaced with factors, and unknowns are replaced with NA.

read_naaccr_plain and read_naaccr_xml_plain is a "format strict" way to read incidence records. All values returned are the literal character values from the records. The only processing done is that leading and trailing whitespace is trimmed. This is useful if the values will be passed to other software that expects the plain NAACCR values.

For read_naaccr_plain and read_naaccr, if the version and format arguments are left NULL, the default format is version 18. This was the last format to be used for fixed-width files.

Value

For read_naaccr, a data.frame of the records. The columns included depend on the NAACCR record_format version. Columns are atomic vectors; there are too many to describe them all.

For read_naaccr_plain, a data.frame based on the record_format specified by either the version or format argument. The names of the columns will be those in the format's name column. All columns are character vectors.

Note

Some of the parameter text was shamelessly copied from the read.table and read.fwf help pages.

References

North American Association of Central Cancer Registries (October 2018). Standards for Cancer Registries Volume II: Data Standards and Data Dictionary. Twenty first edition. https://apps.naaccr.org/data-dictionary/.

North American Association of Central Cancer Registries (April 2019). NAACCR XML Data Exchange Standard. Version 1.4. https://www.naaccr.org/xml-data-exchange-standard/.

See Also

naaccr_record

Examples

  # This file has synthetic abstract records
  incfile <- system.file(
    "extdata", "synthetic-naaccr-18-abstract.txt",
    package = "naaccr"
  )
  fields <- c("ageAtDiagnosis", "sex", "sequenceNumberCentral")
  read_naaccr(incfile, version = 18, keep_fields = fields)
  recs <- read_naaccr_plain(incfile, version = 18, keep_fields = fields)
  recs
  # Note sequenceNumberCentral has been split in two: a number and a flag
  summary(recs[["sequenceNumberCentral"]])
  summary(recs[["sequenceNumberCentralFlag"]])

naaccr documentation built on Sept. 20, 2024, 5:07 p.m.