With over 15 years of experience, I consider myself a data quality expert. However, I know data quality is a marathon and more than just a dash.
In the long run, it’s not how fast you can go, or even how far you have come. We all go through different stages.
My current stage is social media, which is evolving me from an analog kid into a digital man—a modern data warrior with a mean, mean stride.
Some will sell their dreams for small desires, but my motivation cannot be crushed, because as my vital signs demonstrate—data quality is such a Rush.
Data Quality is such a Rush
From the very first data record, all the way down to the very last
Data quality is such a rush
You’ll feel like the peak will never pass
Seeing bad data, you grab a scrubbing brush
But focusing on cleansing alone is so one-sided
Defect prevention must also be provided
Although not every data future may always be pre-decided
Between cleansing and prevention your time must be sub-divided
Unstable data condition
Unreliable business decision
A symptom of corporate life
Requiring mental and environmental change
Atmospheric enterprise disturbance
Caused by the uncontrolled data flux
Of human interface and data exchange
Although the business impulse is pure
Sometimes data circuits get shorted
By internal incoherence
Signals get crossed
And the balance distorted
This is about more than just optimal business performance
This is about more than just another technical spark
This is about more than just the bottom line
Or taking another gamble on a lucky shot in the dark
Although everybody has got mixed feelings
About both the function and the form
Everybody needs to reverse their polarity
Everybody has got to elevate their norm
You need to leave out the fiction
And face the fact that this friction
Will only be worn by persistence
You need to leave out the excuses and conditions
And with your courageous convictions
You’ll drag this data quality dream into existence
It’s a test of ultimate will
The heartbreak climb uphill
But you’ve got to pick up the enterprise pace
If you want to stay in the competitive race
What your data quality says about your company
Is what decides if your success can become reality
Catch the gist, dispel the myth
Solve the mystery, catch my drift?
Always hopeful, yet discontent
You know resistance to change will never relent
You know changes aren’t permanent
But change is
When your data quality is under observation
You’ll closely monitor every technical station
You’ll pick up scraps of critical information
You’ll become adept at business adaptation
But enough of me giving speeches, because they’re oh so droll
I’ll leave you alone now and let you rock and roll
Although I’m good at teaching, sometimes I’m an impatient man
But I know that you’ll do the very best that you can
From the very first data record, all the way down to the very last
You’ll feel like the peak will never pass
Whether expressed with a fervent scream or in a quiet hush
Data quality is such a rush
* * *
This blog post was the result of an accepted challenge. For details, click: Challenge Jim



#1 by Phil Simon at February 17th, 2010
Very nice use of Subdivisions, Tom Sawyer, Marathon, Best I Can, and Vital Signs, man!
Challenge accepted and you get a passing grade from me.
While I’m *pretty* sure that Rush hasn’t written a song about data quality, integrity, or governance, perhaps drummer/lyricist Neil “The Professor” Peart (not pronounced “purt” but “PEEart”) will now be inspired.
Perhaps I ought to write a Star Trek post that weaves in serious thems.
Great job, Jim.
Exit the warrior….
#2 by Steve Sarsfield at February 17th, 2010
My favorite Rush line: “If you choose not to decide, you still have made a choice.” Kind of makes me think of match results.
#3 by Jim Harris at February 17th, 2010
Thanks for your comments, Phil and Steve.
I had a lot of fun writing this blog post. I have to admit that I even enjoyed some (
) of the Rush songs I listened to while performing my research.
Best Regards,
Jim
#4 by Harshendu Desai at March 1st, 2010
Hello Jim,
Yes, I agree with you. I want to add more in to this as:
Data Quality to Enterprise is a blind spot while driving Company’s information. No one knows where information is coming from and in what condition. No one knows what business rules and policies apply with data verification. May be it’s short sited.
The only time I have seen that people worry about quality when they move data from one system to another with RUSH. As we say in quote-unquote: “Garbage In, Garbage Out for data in the corporate systems”
Harshendu
#5 by Jim Harris at March 4th, 2010
Thanks for your comment, Harshendu.
Your feedback is greatly appreciated.
Best Regards,
Jim