We, analysts take pride in the fact that we tell stories. But what if you have a boss, client or colleague who wouldn’t buy the story?
This is a problem we face often. Let’s say your boss has stubborn opinion about something, like more advertising leads to more sales. You know the data doesn’t support this theory. But how do you change your boss’ mind?
Here is an interesting way, showcased in NY Times recently.

Changing stubborn opinions with visualizations – 3 step process:
Assuming we are talking about ad spend vs. sales example:
- Ask your boss to draw a line that (s)he thinks to be true.
- Then show the line from original data (or observations).
- Tell your boss how accurate / wrong his(her) line is.
This technic can be very persuasive if you make it interactive.
For more on how NY Times implemented it, check out this page:
How family income affects children’s college chances
Your thoughts please:
Here are 2 questions for you:
- How do you change someone’s mind using data?
- How would you implement these concepts in Excel?
Go ahead and share your thoughts in the comments section.
I have a stubborn opinion that only 1% people who read articles on Chandoo.org leave comments. Change my mind. 🙂














6 Responses to “Using Lookup Formulas with Excel Tables [Video]”
H1 !
this is my very first comment.
Can you use same technique with Excel 2003 lists ?
thanks 😀
Thanks, Chandoo! I like seeing the sneak peak of what's to come on Friday too 🙂
@Damian.. Welcome to chandoo.org. Thanks for the comments.
Yes, you can use the same with Excel 2003 lists too.
@Tom.. You have seen future and its awesome.. isnt it?
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Hi, is there a vlookup formula for the second example (IDlist)? I used a similar formula to look up the ID for the person, but the reverse way (look up the person with the ID) comes up N/A.