Data Audits: Defining Data to Avoid Confusion
This is part 5 of a 5 part series on Data Audits.
Validating Data Definitions While it’s easy to think about data in a vacuum, data is only as good as the meanings that we attach…
Tagged: data audit
Data Audit: Detecting Low-Quality Data
This is part 4 of a 5 part series on Data Audits.
Identifying Quality Problems Now that you have a baseline, the next step in your data audit is to see what doesn’t match. As we…
Data Audits: Identifying Problems with a Baseline
This is part 3 of a 5 part series on Data Audits.
Establishing the Baseline You won’t be able to identify any problems in your data until you establish what your data should look like. Establishing…
Data Audits: Creating Criteria for Insightful Data
This is part 2 of a 5 part series on Data Audits.
When doing a data audit, the first step is choosing the criteria that you will use to evaluate your data. Your criteria will be…
Data Audits
This is part 1 of a 5 part series on Data Audits.
Whether you can be data driven depends greatly on whether you can trust your data. While in the past we’ve covered how Numbers Lie…