Companies need to create a help desk for data, similar to the help desk they created for hardware, software, application, network, and user problems.
Can you imagine if companies didn’t have a computer help desk and each department had figure out their own computer issues? If each department had to find, load, configure, and troubleshoot their own hardware and software?
But isn’t that how most companies operate when it comes to data and data projects?
Continue reading →
Like this:
Like Loading...
Filed under Audit, Data Analytics, How to...
Tagged as analytic, analyze, backlog, champion, citizen, cost, data, data scientist, drill, driven, expense, help desk, hole, ODBC, query, REST, Security, transform, validate, value

This is the second of 3 posts; this post describes the audit, some speed bumps, and the audit results.
Read the first post here, which provides the background on the audit and the audit’s scope.
Continue reading →
Like this:
Like Loading...
Filed under ACL, Audit, Case Files, Data Analytics, Scripting (ACL)
Tagged as alteryx, Audit, batman, CAE, catwoman, changes, data, disappear, documentation, error, false positive, feels like, Power BI, request, SAS, scripts, Security, source files, speed bump, tableau, test environment, trifecta, validate, visual studio, workpaper, youtube
As I explained in the last Excel post, you can check for blank and invalid data in Excel several ways.
In this post, I will focus on the insights and issues encountered by sorting each column from A to Z and then Z to A.
Sounds pretty simple, but I’m willing to bet you will be surprised to learn a thing or two…
For a list of the reasons why you must validate data before analyzing it, see Why You Must Validate Data.
Continue reading →
Like this:
Like Loading...
Filed under Data Analytics, How to..., Technology
Tagged as alpha, analytics, blank, excel, false, filter, non-printable, reverse, snowflake, sort, symbol, true, validate
You can check for blank and invalid data in Excel several ways.
Depending on the size of the file and your preferences, you can either scroll through the dropdown list, sort each column from A to Z and then Z to A, or apply a filter.
Sometimes, you need to use a combination of these methods.
It’s important to know how these methods treat data differently and to be aware of their limitations.
Continue reading →
Like this:
Like Loading...
Filed under Audit, Data Analytics, Excel, How to...
Tagged as amount, analytics, blank, character, data, date, dropdown, excel, filter, numeric, sort, space, text, validate
Here’s a list of my basic data analytic procedures for Excel.
As I add more posts to the series, I’ll update this list.
I created this series because:
1) I often get asked by new AND EXPERIENCED auditors how to do these tasks,
2) when I review workpapers, I realize too many auditors are not aware of these functions,
Continue reading →
Like this:
Like Loading...
Filed under Audit, Data Analytics, Free, How to..., Security
Tagged as blank, column, data, duplicates, excel, flash fill, identify, invalid, powerpivot, transfrom, unique, validate, value
Do you perform appropriate population validation of the data you rely on in an audit?
Population validation is simply gaining confidence that the data you are using in your audit contains all the appropriate data for your audit objectives (e.g., your server list includes all the SOX servers).
For the difference between population validation and data validation, see Why You Must Validate Data.
So how do you do population validation? Let’s look at an example…
Continue reading →
Like this:
Like Loading...
Filed under Audit, How to...
Tagged as 5 whys, alter, comfort, confidence, data, duplicates, manipulate, observe, population, question, rely, SME, sox, spider sense, validate, validation
A colleague of mine is doing some testing for an audit director that changes her mind frequently on how to deal with audit findings. Occasionally, she is all about nailing control owners who do not have all their ducks groomed and in a row. At other times, she pushes Audit to work as hard as possible to pass all controls.
Continue reading →
Like this:
Like Loading...