nesstarR

nesstarR reads .Nesstar binary files into R data frames and writes them to CSV files.

.Nesstar is the file format of Nesstar Publisher. Nesstar Publisher is survey documentation software from the International Household Survey Network (IHSN). Statistical agencies, for example the Ministry of Statistics and Programme Implementation (MoSPI), India, publish survey microdata in this format. nesstarR does not need Nesstar software.

Installation

install.packages("nesstarR")

# Development version
devtools::install_github("saketkc/nesstarR")

Quick start

library(nesstarR)

x <- nesstar_parse("path/to/file.Nesstar")
x
#> <nesstar_binary>
#>  File      : file.Nesstar 
#>  Datasets  : 3

nesstar_datasets(x)
#>   dataset_number row_count variable_count
#> 1              1    500000             42
#> 2              2    120000             18
#> 3              3     80000             31

nesstar_variables(x, dataset_number = 1)

# Read all columns, or only the columns that you specify
df <- nesstar_read_dataset(x, dataset_number = 1)
df_subset <- nesstar_read_dataset(x, dataset_number = 1, columns = c("AGE", "DISTRICT", "INCOME"))

Metadata

A .Nesstar file contains XML blocks with variable labels and category codes. Huffman coding compresses these blocks.

meta <- nesstar_metadata(x)

# one entry per dataset
ds <- meta$datasets[[1]]
ds$file_name       # original survey file name
ds$variables[[1]]  # list(name, label, categories)

Some older NSS files do not contain these XML blocks. For these files, nesstar_metadata() gives a warning and returns NULL.

Export to CSV

nesstar_export() writes each dataset to a different CSV file. By default, it reads 50,000 rows at a time. This limits the memory use for large files.

# All datasets, gzip-compressed (default)
nesstar_export(x, output_dir = "./data")
# Writes: data/file_ds1.csv.gz, data/file_ds2.csv.gz, ...

# Specific datasets, plain CSV, smaller chunks
nesstar_export(
  x,
  output_dir = "./data",
  datasets   = c(1, 2),
  compress   = FALSE,
  chunk_size = 10000L
)

The function returns the output file paths invisibly.

Format notes

A .Nesstar file has two column types:

• Mode 1 (string): fixed-width UTF-16LE fields. nesstarR returns them as character.
• Mode 5 (numeric): packed formats, from 4-bit values to IEEE 754 float64. nesstarR returns them as numeric. Missing values become NA.

The parser finds the byte order of the file. It tries little-endian first and then big-endian. It converts all strings to UTF-8.