ssb-metamock 0.1.0

Generate synthetic data from datadoc metadata

Metamock

Features

• Generate synthetic data from a Datadoc metadata document.
• Column data types will correspond with those specified in the metadata.
• Where Statistics Norway's classification system Klass is referenced, data will be generated from the codes.
• Choose the output file format from json, csv or parquet.
• Placeholder data is used where nothing more specific can be found in the metadata.

Example

metamock --datadoc-document tests/data/person_data_v1__DOC.json --output-path ~/metamock/output --output-filename datadoc_example --file-type csv

csvlook --delimiter ";" --max-columns 10 --max-rows 2 ~/metamock/output/datadoc_example.csv

| a | pers_id        |  tidspunkt | sivilstand | alm_inntekt | ... |
| - | -------------- | ---------- | ---------- | ----------- | --- |
| 0 | et             | 1977-08-22 | fugiat     |         696 | ... |
| 1 | nam            | 1986-08-05 | cum        |         692 | ... |
| 2 | exercitationem | 2000-06-17 | illum      |         476 | ... |
| 3 | dignissimos    | 1985-12-12 | ab         |         642 | ... |
| 4 | ipsa           | 2023-02-04 | nihil      |         189 | ... |
| ... | ...            |        ... | ...        |         ... | ... |

Installation

You can install Metamock via pipx:

pipx install ssb-metamock

Usage

Please see the Reference Guide for details.

Contributing

Contributions are very welcome. To learn more, see the Contributor Guide.

License

Distributed under the terms of the MIT license, Metamock is free and open source software.

Issues

If you encounter any problems, please file an issue along with a detailed description.

Credits

This project was generated from Statistics Norway's SSB PyPI Template.