This is part of our Excel Interview Questions series. Subscribe for more questions.
VLOOKUP or INDEX+MATCH? When you should use each function and why?
This is such a great question to ask in interviews. So in my first installment of Excel interview questions, let me answer it.
Watch the answer – video
I made a video explaining both formulas and how to answer such interview question in detail. There is a quick demo of VLOOKUP, INDEX&MATCH and array use of INDEX too. Watch it below or on Chandoo.org YouTube Channel.
What is VLOOKUP?
VLOOKUP is Excel’s data search function. Given some data, you can use VLOOKUP to answer questions about it. Say you have data like this,
You can use VLOOKUP to answer questions like,
- How many customers did “Jonathan” have?
- What is the net sales for “Jessy“?
Example VLOOKUP formulas:
To answer above questions, we can use below formulas:
- VLOOKUP(“Jonathan”, Sales, 2, false)
- VLOOKUP(“Jessy”, Sales, 3, false)
What is INDEX+MATCH?
INDEX+MATCH combination formula helps you answer same questions as VLOOKUP, but they also allow you to answer questions about data from anywhere (not just the left most column).
For example, you can answer questions like:
- Who had net sales of 2,133?
- Whose profit is 570?
- What is net sales of “Jessy“?
Example INDEX+MATCH formulas:
To answer above questions, you can use below INDEX+MATCH formulas.
- =INDEX(Sales[Sales Person], MATCH(2133, Sales[Net Sales], 0))
- =INDEX(Sales[Sales Person], MATCH(570, Sales[Profit / Loss], 0))
- =INDEX(Sales[Net Sales], MATCH(“Jessy”, Sales[Sales Person], 0))
When to use VLOOKUP?
VLOOKUP is a good option when you have simple data or lookup situations. Let’s say you just need to lookup details for someone or something out of a any sized data-set. Use VLOOKUP. It is easy to use and works as long as you are looking up on the left and returning values from right.
When to use INDEX+MATCH?
INDEX+MATCH combination is good for,
- Looking up anywhere in data (not just in the left)
- with large data-sets
- when performing multiple lookups (usually thousands or more)
Why not just use INDEX+MATCH all the time?
This depends on your style. I prefer to use VLOOKUP for simple situations as it is easy to write. But whenever I am building a complex report or model with thousands of lookups, I try to use INDEX+MATCH formulas.
How to make lookups faster?
The best way to make lookups faster is by avoiding them. We can use relationships feature of Excel to connect tables and analyze without writing multiple lookup formulas.
But if you can’t use that, then rely on INDEX+MATCH structure as it allows better performance. To speed up lookups, follow below ideas:
- Sort your data. If you can sort your data, that will make lookups very fast. You can omit the FALSE or 0 parameter in VLOOKUP / MATCH formulas with sorted data. Of course, the result will be wrong if what you are looking for is not there. But this can be solved by using an IF formula like this:
- On sorted tables, =IF(MATCH(“Jessica”,Sales[Sales Person])<>”Jessica”, “Not found”, INDEX(Sales[Net Sales], MATCH(“Jessica”, Sales[Sales Person])))
- Lookup once, get many times. For example, if you have multiple INDEX+MATCH formulas all doing same MATCH, then calculate the MATCH result once in a cell and refer to that in INDEX formulas.
- Use array notation of INDEX. We can return arrays with INDEX formula. This tends to be faster than writing multiple INDEX formulas.
- Use Dynamic Array functions (NEW). Excel 2019 is going to introduce powerful array functions like FILTER(), SORT() etc to dynamically generate array of results from your questions. If you have access to them, consider using them over normal array INDEX formulas.
Learn more about lookup formulas
If you want to learn all about VLOOKUP, INDEX+MATCH or other lookup techniques, check these links.
- All about VLOOKUP and INDEX+MATCH formulas
- VLOOKUP multiple matches – trick
- INDEX formula and arrays
- Lookup last value
- The ultimate lookup trick – Multi-condition vlookup
What is your answer?
Imagine you have this question in an interview. How would you answer it. Please share your response in comments.
Also, if you have any suggestions for Excel Interview Questions series, please post or email. 🙂
30 Responses to “Rescue oddly shaped data – Battle between Formulas, VBA and Power Query”
Nice use of Power Query! Power Query is simply awesome! But somehow a lot of people are punishing themselves by not using it (not learning it).
An imperfect 4th approach for consideration... no codes at all...
Select myrange.
Go to Special --> Blank
Delete Cell --> Shift cell left
90% done... now we just need to move the data of 2nd column to the bottom of 1st column
Of course... Power Query is the best.
Cheers,
There is another way but it involves multiple steps:
Copy the values in column E, move the cursor to F5, Paste Special with Skip Blanks, OK
Copy the values in column D, move the cursor to F8, Paste Special with Skip Blanks, OK
And so on.
This works perfectly, albeit a little clumsily apart from the values in B17 and C16, which can be moved with simple copy and paste
Power Query Forever! I do not know how I survived for so long without knowing and using this tool, I can not recommend it to my colleagues, but by the way they prefer to suffer to learn.
My congratulations here from Brazil.
I rolled my eyes when I saw that data
Using decimal places is a nice trick to order data, thanks for that
And tweaking the first formula a bit, you can use OFFSET instead of INDIRECT
=OFFSET($A$1, MIN(IF(myrange, ROW(myrange)), ROWS(A$1:A1))-1, RIGHT(TEXT(MIN(IF(myrange, ROW(myrange) + COLUMN(myrange)*0.00001), ROWS(A$1:A1)), ".00000"), 5)-1)
Tried the above formula with the downloaded oddly shaped data file and I could not get it to work. I get #value without ctrl+shift+enter, and #ref with ctrl+shift+enter.
Sorry, it was SMALL, not MIN.
Add with CTRL+SHIFT+ENTER.
Thank you for your formula. Like the indirect formula I tested this one in older versions of EXCEL and it worked without ALTERATION in EXCEL 95. Very impressive.
Too complicated
Use =Sum to summarize all the sells to the left and Bobs Your Uncle
@Bertie... I am afraid that won't work when you have more than one value in a row.
I tested this formula in versions of Excel all the way back to Excel 95
=IF(ISERROR(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(MyRange"",ROW(MyRange)+COLUMN(MyRange)*0.00001),ROWS(A$1:A9)),"00000.00000"),".","C"),FALSE)),"",(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(MyRange"",ROW(MyRange)+COLUMN(MyRange)*0.00001),ROWS(A$1:A9)),"00000.00000"),".","C"),FALSE)))
So there are multiple ways of cleaning up messy data by formulas.
Wow.. Excel 95. Who knew people still use that. But as you have shown, Excel has all these beautiful and powerful functions for 23 years. It has data sciency stuff before DS was even a thing.
I had a problem with pasting the formula in the original post.
Formula should be: =IF(ISERROR(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(myrange"",ROW(myrange)+COLUMN(myrange)*0.00001),ROWS(A$1:A1)),"00000.00000"),".","C"),FALSE)),"",(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(myrange"",ROW(myrange)+COLUMN(myrange)*0.00001),ROWS(A$1:A1)),"00000.00000"),".","C"),FALSE)))
EXCEL even in a 16 bit version, is a very robust and capable program.
I don't like the VBA code. If you have a blank row in MyRange, the last entry in the range is doubled up in the paste.here range.
Not really. The macro is writing one cell at a time from paste.here. You have to clean the range before, which I was too lazy to write. But a line like Range(range("paste.here"), range("paste.here").end(xldown)).clearcontents should do the trick.
Adding Range(range("paste.here"), range("paste.here").end(xldown)).clearcontents fixed the problem.
for step split column by delimiter i am not getting option of split into rows or columns. Can you help me in this
Thanks Chandoo for promoting Power Query.
To simplify further, you can "Unpivot Columns" instead of right click on the newly created column and split it by comma in to rows in step 3 of Power Query.
i used
=LOOKUP(10000,B5:F5)
and got the answers. I just plagiarized this formula somewhere and use it, maybe you can explain why it works.
Regards
@Johan... I am not sure if the formula works correctly. When I tested it with the sample data in this post, it showed #N/As in two cells. Essentially, it will only give first value in each row. So if a row has multiple values, then subsequent values are missed. LOOKUP() function goes thru a list and finds the first value that is less than or equal to the input - in this case 10000 in B5:F5.
I have the need to convert pdf's to excel on occasion and they often come out a mess like this. I have used:
Cell G2 =COUNT(myrange)
Cell G3 =IFERROR(IF(G2-1<1,"",G2-1),"") copied down to G100
Cell H2 =IFERROR(LARGE(myrange,G2),"") copied down to H100
Waouw...
=IFERROR(INDIRECT("R" & SUBSTITUTE(TEXT(SMALL(IF(myrange "", ROW(myrange) + COLUMN(myrange)*0.00001),
ROWS(A$1:A1)), "00000.00000"), ".", "C"), FALSE), "")
but CTRL Shift Enter with {} before and after 🙂 😀
Here's a way with pivot table
https://www.bookkempt.com/2018/02/aligning-non-contiguous-data.html
This is brilliant. Bookmarked 🙂
Another possibility.
This assumes that you have a row index 'k' to use in the SMALL function and a column index 'h' to identify the columns of 'myRange'.
If you define 'coord' to refer to
=k+h/10 [assuming h<10]
then it will be possible to recover values later based upon location within 'myRange'. The formula 'nb' that identifies non-blanks by coordinates is given by
= SMALL( IF(myRange"", coord), k )
Finally, to unpick the pieces
= INDEX( myRange, INT(nb), 10*MOD(nb, 1) )
Whilst I am here and making trouble the PQ solution is also a tad over-complicated. All that is needed is to unpivot the entire table and remove the Attribute column.
The advanced editor would show
let
Source = Excel.CurrentWorkbook(){[Name="myRange"]}[Content],
#"Unpivoted Columns" = Table.UnpivotOtherColumns(Source, {}, "Attribute", "Value"),
#"Removed Columns" = Table.RemoveColumns(#"Unpivoted Columns",{"Attribute"})
in
#"Removed Columns"
1.fill the blank cells with 0
2.the requested column value=sum of those mess number column
but this can be used in only one column has value
Chandoo
And if we use the formula SEARCH (100000000, B5: F5)
JC
Another approach with Power Query, it will still work if the number of columns changed:
let
Source = Excel.CurrentWorkbook(){[Name="myrange"]}[Content],
#"Added Custom" = Table.AddColumn(Source, "List", each Record.ToList(_)),
#"Removed Other Columns" = Table.SelectColumns(#"Added Custom",{"List"}),
#"Expanded LIst" = Table.ExpandListColumn(#"Removed Other Columns", "List"),
#"Filtered Rows" = Table.SelectRows(#"Expanded LIst", each ([List] null))
in
#"Filtered Rows"
Cool idea to use Record.ToList as added column. Thanks for sharing this.
Nowadays, you can just use TOCOL on Excel 2024, MS 365, and Web Excel. It has a parameter to ignore blanks/errors/both.