export_fake

Save a data.frame to CSV, RDS, or Parquet based on the file extension.

Generate privacy-preserving synthetic datasets that mirror structure, types, factor levels, and missingness; export bundles for 'LLM' workflows (data plus 'JSON' schema and guidance); and build fake data directly from 'SQL' database tables without reading real rows. Methods are related to approaches in Nowok, Raab and Dibben (2016) <doi:10.32614/RJ-2016-019> and the foundation-model overview by Bommasani et al. (2021) <doi:10.48550/arXiv.2108.07258>.

Zobaer Ahmed

FakeDataR

Privacy-Preserving Synthetic Data for 'LLM' Workflows

export_fake function

<dl><dt>x</dt>
<dd>A data.frame (e.g., output of <code>generate_fake_data()</code>).</dd>
<dt>path</dt>
<dd>File path. Supported extensions: <code>.csv</code>, <code>.rds</code>, <code>.parquet</code>.</dd></dl>

Arguments

Save a fake dataset to disk — export_fake

<dl>

<dt>x</dt>
<dd>A data.frame (e.g., output of <code>generate_fake_data()</code>).</dd>


<dt>path</dt>
<dd>File path. Supported extensions: <code>.csv</code>, <code>.rds</code>, <code>.parquet</code>.</dd>

</dl>

export_fake: Save a fake dataset to disk

Description

Usage

Value

Arguments