SlideShare ist ein Scribd-Unternehmen logo
1 von 21
A Data Quality Tale inspired by Dr. Seuss




                            Jim Harris
                      Blogger‐in‐Chief
                    www.ocdqblog.com
Jim Harris
        Blogger‐in‐Chief
       www.ocdqblog.com



     E‐mail
     jim.harris@ocdqblog.com

     Twitter
     twitter.com/ocdqblog

     LinkedIn
     linkedin.com/in/jimharris




Oh, the Data You’ll Show!        Copyright © 2010, Jim Harris. All rights reserved.   2
Oh, the Data You’ll Show!   Copyright © 2010, Jim Harris. All rights reserved.   3
Congratulations!
Today is your day.
You’re off to make your data presentations!
You’re off and away!

You have brains in your head.
You have pretty charts and graphs in your slides.
With data transparency, you’ll show you have nothing to hide.
You’re on your own, and you know what you know.

But your Data Quality may decide, where it is you may go.


Oh, the Data You’ll Show!       Copyright © 2010, Jim Harris. All rights reserved.   4
You looked up and down columns, then across every row, 
  With patience and care.

About some data you said: 
 “I think that we need better quality here.”

With your head full of brains, 
  And data under your supervision, 
You’re too smart to advise a not‐so‐good business decision.



Oh, the Data You’ll Show!       Copyright © 2010, Jim Harris. All rights reserved.   5
Oh, the Data You’ll Show!   Copyright © 2010, Jim Harris. All rights reserved.   6
You’ll be on your way up!
You’ll be providing great business insights!
You’ll join the high fliers who soar to high heights.

You won’t lag behind, 
  Because you have parallel processing speed.
You’ll analyze the whole database, 
  And you’ll soon take the lead.
Wherever you fly, 
  You’ll be the best of the best.
Wherever you go, 
  Your data analysis will help you top all the rest.
Oh, the Data You’ll Show!        Copyright © 2010, Jim Harris. All rights reserved.   7
Except when you don’t.
          Because, sometimes, you won’t.

    I’m sorry to say so but, sadly, it’s true.
             Poor Data Quality
                      and 
           Bad Business Decisions 
                  can happen
             Yes—Even to YOU!




Oh, the Data You’ll Show!          Copyright © 2010, Jim Harris. All rights reserved.   8
You will discover data sources without any meta‐mark. 
Nothing is labeled, leaving all business context in the dark. 

Data that could cause quite a chagrin!  
 Do you dare to stay out?  Do you dare to go in?
How much could you lose?  How much could you win?

And if you go in, should you JOIN LEFT or JOIN RIGHT ?
 Or JOIN LEFT‐and‐three‐quarters?
With this data, you will feel like you are SQL querying blind.

Simple it’s not, I’m afraid you will find,
For a fine mind‐maker‐upper to make up their mind.

Oh, the Data You’ll Show!        Copyright © 2010, Jim Harris. All rights reserved.   9
You can get so confused that you’ll start racing down 
             Long winding rows at a break‐necking pace…




       Grinding on for gigabytes across a weird‐ish and wild 
       Tablespace, headed, I fear, toward a most useless place…

                            The Analysis Paralysis Place
                              For people just analyzing

Oh, the Data You’ll Show!                 Copyright © 2010, Jim Harris. All rights reserved.   10
Analyzing and analyzing…
 With no end in sight,

Analyzing and analyzing…
 With no way to know what’s wrong or what’s right.

Analyzing and analyzing…
 Until three in the morning, and until the Nth degree,

Analyzing and analyzing…
 Refusing to seek help from any business or data SME.


Oh, the Data You’ll Show!      Copyright © 2010, Jim Harris. All rights reserved.   11
No!  That’s not for you!

Somehow you’ll escape all that Analysis Paralysis,
And hopefully without any of that costly psychoanalysis.

You’ll discover a way out of that place, so dismal and so dark,
Because when it comes to clear thinking, 
  You’re a bright little spark.




Oh, the Data You’ll Show!       Copyright © 2010, Jim Harris. All rights reserved.   12
Oh, the Data You’ll Show!   Copyright © 2010, Jim Harris. All rights reserved.   13
There is fun to be done!  And work too, that’s for sure.  
 But even work feels like a game you have already won.

The magical things that you can do with data, will make you 
 The winning‐est winner of all.

Among your co‐workers and friends, everyone and all, 
 You will truly stand the tallest of the tall.

You’ll be famous as famous can be, 
  With the whole World Wide Web watching you win on 
           and   

Oh, the Data You’ll Show!       Copyright © 2010, Jim Harris. All rights reserved.   14
Except when they don’t.
                            Because, sometimes, they won’t.

       I’m afraid that sometimes you’ll play lonely games too.
        Games you can’t win because you’ll play against you.

                    All Alone!  Whether you like it or not,
                 Alone will be something you’ll be quite a lot.




Oh, the Data You’ll Show!                   Copyright © 2010, Jim Harris. All rights reserved.   15
And when you’re alone, 
 There’s a very good chance you will meet, 
Data that scares you and convinces you, 
 It’s time to retreat.

There are some operational source systems, 
 That regularly do spawn,
Data that can scare you so very much, 
 You won’t want to go on.




Oh, the Data You’ll Show!      Copyright © 2010, Jim Harris. All rights reserved.   16
But on you will go…
 Though the data quality be most foul.

On you will go…
 Though the hidden data defects do prowl.

On you will go…
 Though it might take quite awhile, and leave quite a scar, 
 You’ll overcome your data’s problems, whatever they are.




Oh, the Data You’ll Show!       Copyright © 2010, Jim Harris. All rights reserved.   17
Oh, the Data You’ll Show!   Copyright © 2010, Jim Harris. All rights reserved.   18
Proceed with great care and with great tact, 
  Always remembering that,
  Data Quality is a Great Balancing Act.

Just never forget to be dexterous and deft,
And never mix up your RIGHT JOIN with your LEFT.

Kid, you’ll move data mountains!
Today is your day!
Your data analysis is waiting.
So you had better get underway!


Oh, the Data You’ll Show!       Copyright © 2010, Jim Harris. All rights reserved.   19
And will you succeed?

           Yes!  You will, indeed!

   (99.999 percent guaranteed.)




Oh, the Data You’ll Show!     Copyright © 2010, Jim Harris. All rights reserved.   20
As you probably already do know…

Since it really does quite easily show… 

This data quality tale was inspired by:


  Oh, the Places Youʹll Go!



 Oh, the Data You’ll Show!      Copyright © 2010, Jim Harris. All rights reserved.   21

Weitere ähnliche Inhalte

Ähnlich wie Oh, the Data You’ll Show!

Data Days 2014 - Nina Dierks
Data Days 2014 - Nina DierksData Days 2014 - Nina Dierks
Data Days 2014 - Nina Dierksdatadays
 
Big Data, Small Data, Data that Totally Rocks - SMWTO
Big Data, Small Data, Data that Totally Rocks - SMWTOBig Data, Small Data, Data that Totally Rocks - SMWTO
Big Data, Small Data, Data that Totally Rocks - SMWTORob Clark
 
Why Your Big Data Project Will Fail, and How to Avoid It
Why Your Big Data Project Will Fail, and How to Avoid ItWhy Your Big Data Project Will Fail, and How to Avoid It
Why Your Big Data Project Will Fail, and How to Avoid It303Computing
 
A hands-on introduction to your first data science project - Emma Grasmeder *...
A hands-on introduction to your first data science project - Emma Grasmeder *...A hands-on introduction to your first data science project - Emma Grasmeder *...
A hands-on introduction to your first data science project - Emma Grasmeder *...Thoughtworks
 
The 7 steps to escape spreadsheet hell
The 7 steps to escape spreadsheet hellThe 7 steps to escape spreadsheet hell
The 7 steps to escape spreadsheet hellVicky Bradford
 
Texting And Driving Essays. How to Write a Texting While Driving Essay That D...
Texting And Driving Essays. How to Write a Texting While Driving Essay That D...Texting And Driving Essays. How to Write a Texting While Driving Essay That D...
Texting And Driving Essays. How to Write a Texting While Driving Essay That D...Brandy Johnson
 
Ronaldo Essay. Online assignment writing service.
Ronaldo Essay. Online assignment writing service.Ronaldo Essay. Online assignment writing service.
Ronaldo Essay. Online assignment writing service.Samantha Edwards
 
Information Architecture 101
Information Architecture 101Information Architecture 101
Information Architecture 101Christina Wodtke
 
150 App - Your 150 best friends, nothing more.
150 App - Your 150 best friends, nothing more.150 App - Your 150 best friends, nothing more.
150 App - Your 150 best friends, nothing more.Tristan Bochu
 
Closing Statement Example Essay
Closing Statement Example EssayClosing Statement Example Essay
Closing Statement Example EssayMaria Gomez
 
How to Lie with Design Research
How to Lie with Design ResearchHow to Lie with Design Research
How to Lie with Design ResearchDan Saffer
 
Corp Web Risks and Concerns
Corp Web Risks and ConcernsCorp Web Risks and Concerns
Corp Web Risks and ConcernsPINT Inc
 
Fight Spam and Hackers!
Fight Spam and Hackers!Fight Spam and Hackers!
Fight Spam and Hackers!Liz Henry
 

Ähnlich wie Oh, the Data You’ll Show! (14)

Data Days 2014 - Nina Dierks
Data Days 2014 - Nina DierksData Days 2014 - Nina Dierks
Data Days 2014 - Nina Dierks
 
Big Data, Small Data, Data that Totally Rocks - SMWTO
Big Data, Small Data, Data that Totally Rocks - SMWTOBig Data, Small Data, Data that Totally Rocks - SMWTO
Big Data, Small Data, Data that Totally Rocks - SMWTO
 
Why Your Big Data Project Will Fail, and How to Avoid It
Why Your Big Data Project Will Fail, and How to Avoid ItWhy Your Big Data Project Will Fail, and How to Avoid It
Why Your Big Data Project Will Fail, and How to Avoid It
 
A hands-on introduction to your first data science project - Emma Grasmeder *...
A hands-on introduction to your first data science project - Emma Grasmeder *...A hands-on introduction to your first data science project - Emma Grasmeder *...
A hands-on introduction to your first data science project - Emma Grasmeder *...
 
Gunning for granny
Gunning for grannyGunning for granny
Gunning for granny
 
The 7 steps to escape spreadsheet hell
The 7 steps to escape spreadsheet hellThe 7 steps to escape spreadsheet hell
The 7 steps to escape spreadsheet hell
 
Texting And Driving Essays. How to Write a Texting While Driving Essay That D...
Texting And Driving Essays. How to Write a Texting While Driving Essay That D...Texting And Driving Essays. How to Write a Texting While Driving Essay That D...
Texting And Driving Essays. How to Write a Texting While Driving Essay That D...
 
Ronaldo Essay. Online assignment writing service.
Ronaldo Essay. Online assignment writing service.Ronaldo Essay. Online assignment writing service.
Ronaldo Essay. Online assignment writing service.
 
Information Architecture 101
Information Architecture 101Information Architecture 101
Information Architecture 101
 
150 App - Your 150 best friends, nothing more.
150 App - Your 150 best friends, nothing more.150 App - Your 150 best friends, nothing more.
150 App - Your 150 best friends, nothing more.
 
Closing Statement Example Essay
Closing Statement Example EssayClosing Statement Example Essay
Closing Statement Example Essay
 
How to Lie with Design Research
How to Lie with Design ResearchHow to Lie with Design Research
How to Lie with Design Research
 
Corp Web Risks and Concerns
Corp Web Risks and ConcernsCorp Web Risks and Concerns
Corp Web Risks and Concerns
 
Fight Spam and Hackers!
Fight Spam and Hackers!Fight Spam and Hackers!
Fight Spam and Hackers!
 

Kürzlich hochgeladen

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 

Kürzlich hochgeladen (20)

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 

Oh, the Data You’ll Show!