examples

DAS Data Profiler Examples

This repository contains example uses of the DAS Data Profiler.

Profile and Generate a DQ Report on a sample of ArXiv Metadata

Profile Arxiv Metadata

Profile a dataset, and create a data quality report from a JSON data source, that looks like this:

Configure Custom Profile Masks

Custom Profile Masks

Create a custom profile mask, run it on a dataset, and analyse the output to trace some potential data quality issues.

Configure and Create Assertion Rules to run in the Data Profiler

Configure Assertion Rules

Create some assertion rules to run over the data source, and some to run over specific fields. Pass and failure rates are visualised in the report output, like this:

// TODO add image

Adding Reference Data

TBC: ONS Postcodes walkthough

Licensed under the MIT License, see LICENSE