04 Nov 2018

Excel users who don’t know this concept waste hours manually looking through their data. A filter helps but creating a valid lookup key is what Mr Carlson needs!

 

WKRP in Cincinnati?

A sitcom from the late 70s. I liked this series especially the Les Nessman character. 

Who was your favorite character? Leave a comment below.

 

 

The Challenge

WKRP manager Arthur Carlson has the awkward task of laying off Johnny Fever.

 

 

 

 

 

 

 

 

Johnny wants his term code so he can go home and sleep. Arthur’s data has several rows for the same person. If he does a vlookup he will get the wrong term code for Johnny (vlookup returns the first match it finds).   

 

 

 

 

 

 

 

Get my Excel file and follow along.

 

 

Helper Column Solution

Here is the list of employees that Mr Carlson needs to terminate.

 

 

 

 

 

Sheet ‘new data’ has multiple rows for the same employee (with different Status codes). I created a helper formula in column B to concatenate ID and Status.

This is the formula  =C5&”_”&F5  I used in column B. I could also use CONCATENATE function.

 

 

 

 

 

 

 

 

 

 

The formula below looks into column B to find the key and returns the Code (column G).

=INDEX(‘new data’!$G$5:$G$31,MATCH(D11&”_”&”Term”,’new data’!$B$5:$B$31,0))

This formula is added beside the list of employees that Mr Carlson needs to terminate.

My file lists solution steps in more detail. Read the next section to see what I should’ve done first!

 

 

Know Your Data!!

I made a dangerous assumption: What if there’s more than 1 row per person with a Status of ‘Term’ ? Which one is correct?

Below, COUNTIFS function in column H (Verify) counts the rows for each ID with a Status of ‘Term’.

=COUNTIFS(‘new data’!$C$5:$C$32,$D11,’new data’!$F$5:$F$32,”Term”)

 

 

 

 

 

The result is 1 for each terminated employee so we can assume that the data is clean.

 

 

Array Formula Solution

If you don’t want to use a helper column then we can solve this using a single array formula.

=INDEX(‘new data’!$G$5:$G$31,MATCH(D11&”_”&$F$7,’new data’!$C$5:$C$31&”_”&’new data’!$F$5:$F$31,0))

To enter the above formula hold ‘Control’ & ‘Shift’ keys and then press ‘Enter’. Arrays takes time to learn but they can answer complex questions in a single formula.

 

 

Real Case

This was a real case from someone I know who needed help. She was spending an hour or two every month searching through data to find the correct code. Often when working with data there’s a missing concept that would make the task so much easier. In this case it was the concatenated key concept. It takes some time to  learn a new concept but then your Excel skills become stronger and you can complete your work quicker.

It was also important to use Excel’s COUNTIFS function to confirm the assumption that each terminated employee only had 1 row with Status ‘Term’. If someone had two rows with Status ‘Term’ then that would be a problem (which one is correct?).

 

 

About Me

My name is Kevin Lehrbass. I live in Markham Ontario Canada. I’ve been a Data Analyst since 2001.

I this post I used these functions: INDEX, MATCH, COUNTIFS. VLOOKUP could be used instead of INDEX MATCH.

These are some of the most common and useful functions in Excel. Once you know COUNTIFS then SUMIFS and AVERAGEIFS are easy.

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