Few days back, I ran my first ever webinar, on a topic called, “How to be a BETTER Analyst?” (here is the replay link, in case you missed it). It was a huge success. More than 1,100 people attended the live webinar and hundreds more watched the replay. As part of the webinar, we had interactive Q&A. Viewers posted their questions and I replied to as many of them as I can.
After the webinar, I wanted to make sure I covered all the questions. So I downloaded the chat history. There were more than 700 messages in it. And I am not in the mood to read line by line to find-out the questions. A good portion of chat messages were not questions but stuff like ‘hello everyone, I am from Idaho’, ‘Wow, Chandoo has beard!”, “Enjoying a beer in Belgium while watching webinar” etc. So I wanted a quick way to flag the messages as question or not.

I did what any sensible Excel analyst would do.
I made myself a hot cup of coffee, started playing games on my iPhone while sipping it.
Of course after a cup of coffee and a bout of Candy Crush, I wrote simple Excel formula to find-out if the text in a cell is question or not. Let me share the formula & logic with you.
Let’s take a look at the data
This is how the downloaded chat history looked like when imported to Excel. The column on right is where we need to write formula to find out if the comment is a question or not.
For the sake of simplicity, assume this data is in column B, starting with cell B5.
The logic for identifying questions
In real life, finding if the other person is asking a question or just saying something can be tricky. For example, last evening my wife said, “Shall we go shopping?” and I assumed it was a question and said “no”. Apparently, it wasn’t a question. You can guess the rest.
Unlike real life, in Excel, we can come up with good enough approximation to nail down questions.
For example, if a cell contains any of the below words, we can say it is a question.
What, why, how, who, when, where, is it, can I, can you, which, is this, are you, can we, are we, am I
This is a pretty good way to separate questions from non-questions.
Let’s assume all the question words are maintained in a named range called q.words
Writing the formula
So here is the formula to check if a cell contains question or not.
=SUMPRODUCT(COUNTIFS(B5,"*"&q.words&"*"))>0
How does this formula work?
Remember, B5 is the cell in question (no pun).
We need to see anywhere in B5, one of the question words occur.
This is where COUNTIFS formula helps. It can count how many times a value has occurred in a range.
In our case, if B5 contains any of the question words. Note that B5 can contain other text too (apart from question words).
The formula COUNTIFS(B5,"*"&q.words&"*") will return an array of size 15 (as q.words contains 15 question words).
Let’s assume B5 has the text – “Why didn’t you take your wife to shopping?”
So, our COUNTIFS(B5...) will return the array {0;1;0;0;0;0;0;0;0;0;0;0;0;0;0}
The second item is 1 because second question word is Why.
If B5 has this text – “How I wish I took my wife to shopping. Can I take her now?”
COUNTIFS(..) will return this array {0;0;1;0;0;0;0;1;0;0;0;0;0;0;0} because it found the question words How and Can I.
But we don’t want the array…
You are right. We don’t need the array of 15 elements. We just want to know if any of the questions are present in the B5 cell.
So, we pass this array to SUMPRODUCT, which sums up all the numbers and tells us single value.
We then check if this value is >0 or not.
So there you have it. A formula to find out if a cell has question or not.
A question for you…
Do you conduct text analysis using Excel? What techniques do you use? Please share your approach & formulas in the comments.
Bonus material for text analysis using Excel
If you deal with lots of text data, you will find below resources very useful.
- Finding patterns in Text – case study problem
- Extracting file name from full path
- Analyzing search keywords & finding word frequency
- Analyzing 20,000 comments – Case study
- Sentiment analysis of text using Excel
- More on text processing & analysis using Excel
Now if you excuse me, I need to take my wife for shopping. 🙂














39 Responses to “11 very useful excel keyboard shortcuts you may not know”
You asked about a favorite keyboard shortcut: I often right click the navigation arrows at the bottom of an Excel workbook to get a list of the worksheets. I can click the one I want without having to scroll left or right.
I regularly use the networkdays(x,y,z) function to show the number of working days between two given dates. To exclude public holidays I reference a list of dates ("z" in the above reference) which I periodically update to reflect upcoming non-working days. To keep the sheet looking tidy for other users, I like to hide this column when I'm done, and then unhide it when I update the sheet.
With 40 separate workbooks to edit, these shortcuts make it a breeze...
? Hide selected column: CTRL+0 [zero]
? Unhide hidden column(s) within selection: CTRL+SHIFT+) [closed parenthesis]
If an "Autofit Selection" keyboard shortcut (not just a key sequence) existed, I'd be as happy as a clam!
you can use Alt+o+c+a to autofit selection
Is there a way to auto arrange the column width as you enter the data. Without a macro
You may use alternative key of hide the selected cell by ---print + H key
Unhide---prnt+U keys
You may use alternative key of hide the selected cell by ---print + H key
Unhide---prnt+U keys
[...] 11 very useful excel keyboard shortcuts you may not know [...]
[...] 11 very useful excel keyboard shortcuts [...]
[...] an Excel Conditional Formatting Rock Star 11 very useful excel keyboard shortcuts 73 Free Designer Quality Excel Chart Templates Tracking mutual fund / Stock portfolios using Excel [...]
Hello Chandoo, thanks for sharing this information. With some of the shortcuts I seem to have difficulties as they do not seem to work on the German keyboard.
Can you maybe verify that those combos are only working with the keyboard setup you are using? What would be a good source to lookup combinations for other layouts?
Regards, 1xoid1
@1xoid1 ... Thanks for visiting PHD and taking timeout to ask your question. Unfortunately all my German can be summarized to one phrase: "guten tag".
I wont be able to help you, but I can request other readers to respond. So if you know German or use German keyboard and can answer 1xoid1's question, then you get a free donut.
Guten Tag 🙂
To Sam Krysiak.
Shortcut to Autofit Selection (assuming you mean autofit columns). If you right click toolbar, click customise. From Commands tab/Categories select Built-in Menus.
In Categories window scroll down and select Columns and drag drop it onto toolbar. Then click the new toolbar Columns button and drag drop Autofit button onto your toolbar (note Autofit for Columns will no longer appear in your menus, only on toolbar).
Remove Columns button from toolbar (if you want to keep clutter down) drag and drop it off of your toolbar.
Close Customise box.
Now to Autofit columns just press "Alt" then "A".
Comment 8 correction - 2nd paragraph should read
"In Commands window...
@1xoid1:
Read the following text as follows: The key ,[;] is the one right to the M on the German keyboard. Here are the differences you have to know when using a German keyboard:
2. Press strg .[:] for inserting the current date (and strg shift .[:] for inserting current time)
3. Press strg ,[;] to copy values from cell above
8. Press strg shift –[_] to apply an outline border
10. Press strg-shift S to activate the font drop down (Schriftgroesse)
11. Press strg-shift G to activate the font size (Groesse)
Number 10 and 11 do not work with Excel 2007 anymore, but strg-shift-P shows the font tab of the cell format dialogue in Excel 2007.
All other shortcuts should work on a German keyboard exactly as Chandoo described them.
More information needed? Download a complete list with all shortcuts for Microsoft Excel in German (for free):
http://www.freeware-download.com/downloaddetails/5655.html
@Chandoo: please do not send a donut, unless you are able to attach one to an email. Otherwise the donut might be able to walk by itself, when it arrives here in Germany...
I forgot to mention:
For all readers using an English keyboard: Chip Pearson offers a comprehensive list of Excel shortcuts on the English keyboard:
http://www.cpearson.com/excel/ShortCuts.aspx
[...] your own keyboard shortcuts in Excel 2007, knowing a few keyboard shortcuts in excel is a huge help. Lyte Byte describes a nifty way to create your own key board shortcuts in [...]
[...] Select a bunch of cells and click on the Sigma symbol on the standard tool bar. Alternatively you can use Alt+= keyboard shortcut. [...]
I do some data entries column A,column B ,Column C , A and B have 10 to 12 digit codes , C has the names ; Kindly suggest me a format or formula for excel to avoid duplication of entries in all the the three columns.
Regards,
Prashant
@Prashant... You can use conditional formatting to highlight duplicate entries in the three columns. That way whenever you type a dupe value in a cell the formatting would highlight the values so that you can avoid the error.
check this post for more on using this way to handling duplicates: http://chandoo.org/wp/2008/03/13/want-to-be-an-excel-conditional-formatting-rock-star-read-this/
If you are looking for a way to remove duplicates from an existing range, you can try one of the various techniques we have described here. Try these tips:
http://chandoo.org/wp/2008/11/06/unique-duplicate-missing-items-excel-help/
http://chandoo.org/wp/2008/08/01/15-fun-things-with-excel/
[...] good alternative (although manual) is to use keyboard shortcuts CTRL + ; or CTRL + : to insert current date and time in the active cell. Since this places the [...]
Your site doesn't correctly work in safari browser
Hi GesyimmeliA: Can you tell me which version of Safari on which OS has this problem. I use Macbook at home and loaded the site quite often in Safari and never seen any layout or content issues. Are you facing any script issues while posting comments or somethings like that ?
Hey Chandoo. Great site. Learning lots.
My favorite Excel shortcut has got to be Alt+Down when over an autofilter drop down. Learning that changed my life. That was one of the last things I needed to use a mouse for. Changed my life.
[...] are a big advocate of keyboard shortcuts. I think learning a handful of keyboard shortcuts can improve your productivity tremendously, [...]
My favourit keyboard shortcut is control and 1 (use the 1 above the letters on the keyboard, not the number pad) for format cells.
Favourite shortcut: alt + shift + right/left arrow for grouping/ungrouping!
[...] Select a bunch of cells and click on the Sigma symbol on the standard tool bar. Alternatively you can use Alt+= keyboard shortcut. [...]
[...] clicking on these: excel keyboard shortcuts, excel mouse tips & tricks, excel productivity tips part 1 & part [...]
Martin Williamson thanks for the autofit tip! You rock.
In order to generate charts/bar graph with a single key:
1. Select the data
2. Press F11
3. Magic.... 🙂
F3 = Paste a Name or the entire list of Names
Crtl + F3 = Name Manager
Crtl + : = Inserts current time.
F12 = Save As
Mistake!
Crtl + Shift + : = Inserts current time.
SIR U R THE BEST PERSON WHO SHARES A WONDERFULL AND IMPORTANT TIPS IN EXCEL. THANKS AND KEEP ROCKING.
How do i hide / unhide a work sheet using the keyboard.
Great!
Other useful excel shortcuts
http://webtutorialplus.blogspot.com/2012/01/excel-quick-tip-useful-encoding-hotkeys.html
input in one cell 1a23bc output in two cell one of 123 and other one is abc how to possible, please help me.
Hey cool shortcuts but excel have more shortcuts then you listet.
i find a big database of supportet shortcuts for Excel 2007 here
http://www.veodin.com/excel-2007-shortcuts/
[...] INTEREST Date with my sheet – 10 tips on using date / time in excel http://chandoo.org/wp/2008/07/29/excel-keyboard-shortcuts/ [...]
Great article with some very useful follow-up comments and tips.
One simple question … how do you vertically align the drop-down filter button in a cell with a larger than normal height?
It’s easy enough to do so with a cell’s contents but the drop-down filter button stubbornly remains at the bottom and I need it at the top!
I’ve looked everywhere and haven’t located an explanation to what I am sure is considered an Excel basic.
Cheers