Recently, I had to make a bunch of panel charts. After wrangling with Excel (and a tiny bit of VBA) to create them, I wondered if we are suffering needlessly by being too loyal to Excel. I switched to R and could create these panel charts in almost no time (well, first I had to learn how to pivot the data using dplyr). Today, let me share the experience.
The scenario – Visualize employee performance ratings
Around July, most companies in NZ have their employee performance reviews (or rem reviews). In August, all this review data is, well, reviewed so managers can decide whether any moderation (curve fitting) is needed and how much hike to offer. To help with this process, you need to first understand what proportion of staff are in each rating category. If you are head of a large company, then naturally, you want to know how this spread looks like at overall level as well as individual business group, branch levels, ie at various hierarchies.
The solution – Panel Charts
One quick and easy way to do this is by making lots of charts.
Enter Panel Charts.
Let’s say you have 80 branches, spread across 10 business groups. Each branch has different number of people. To understand if the ratings are normally spread in a branch, you can make a column chart showing number of people in each rating category. Then to see how this spread looks across the company, simply create 80 charts, one per branch.
Related: Introduction to Excel Panel Charts.
80 Charts – that is not fun!!!
Tell me about it. You might need a strong cup of espresso and right mood for lots of copy pasting.
Or you could use some VBA to do the dirty work for you.
In either case, you are going to waste (and hate) that afternoon.
An alternative – use Sparklines
If you are not in the mood for manic copy pasting, then you could use sparklines to cheat. Once you make 80 sparklines, you can just move them around so they look like an 8×10 grid.
It is still a lot of work, but less annoying than creating 80 charts.
A better solution – use R
If you are familiar with programming (VBA/C or something else) you can quickly learn the basics of R and use simple code to convert raw data to elegant panel chart in almost no time.
OK, show me how.
Watch below video. I explain both Excel sparkline and R approaches. As the process is elaborate (especially the Excel one), I am using video format. See it below or on Chandoo.org channel.
Download the resources – Excel file, R code and CSV
Use below links to download files:
- R code panel-gen.r
- Excel workbook with sparkline panel charts – panel-charts
- Raw data in CSV format – rem-data
Have you used R yet?
R is fun, interesting and challenging. If you have some free time, pick it up. It is free and offers heaps of possibilities for statistical analysis, data science, modeling, visualization, data cleanup and exploration. If you are looking for a book, I suggest R for Data Science by Hadley Wickham and Garret Grolemund.
If you are doing some R programming, please share your experiences and thoughts in comments.
32 Responses to “Extract Numbers from Text using Excel VBA [Video]”
Interesting that you are posting this at the same time as Doug http://yoursumbuddy.com/regex-function-sum-numbers-string/
Looks like two different articles about two different subjects, extracting numbers in text vs. summing all the numbers in text. Also, articles are published 20 days apart. Is the interesting part that there were two articles written about Visual Basic techniques within this month?
Sorry, that should have said 1 day, not 20. Was looking at the wrong thing. I still think it's just a nice coincidences to have multiple articles about VB written. Dick Kusleika also routinely writes about VB at dailydoseofexcel.com
What a lucky coincidence. I know about Doug's blog, but havent had a chance to read it in a while. Thanks for sharing the link.
I think that the best lesson that can come from the several salary survey solutions is that one should have anticipated the variety of monetary units. If the survey utilized drop down currency lists and limited the salary field to whole numbers only, etc. the resulting input would have been far cleaner. Sorry, Chandoo, but the messy input was, in my opinion, self-inflicted.
You are right. Since there are more than 200 different currencies, I thought a currency field would complicate the survey. The bigger problem was, Google Docs (which I used for survey) does not have an option to capture only numbers. Input fields were by text, so people entered in lots of different formats.
But I am happy how it turned out. It taught me several lessons on how to clean data.
Next time I will use a better tool to capture such responses.
Your post made me check how the "regular" and "irregular" decimal separators look like in different countries and it appears to be really interesting case. Take a look:
http://en.wikipedia.org/wiki/Decimal_mark
Cheers.
I am pretty sure you can replace this code block from your article...
If Text Like "*.*,*" Then
european = True
Else
european = False
End If
with this single line of code...
european = Format$(0, ".") = ","
Just to follow up on my previous post, I think I may have misunderstood the intent of your code. You were not looking to see if the computer system was using a dot for the decimal point, rather, you were looking to see if the Text was using a dot as the decimal point, weren't you? If so, then you could use this single line of code as to replace your If..Then..Else block...
european = Text Like "*.*,*"
But what if the number in Text was not large enough to display a thousands separator? Or what if it were a whole number? In either of those cases your original test, and my replacement for it, will fail. Maybe this would be a better test...
european = Right(Format$(Text, "."), 1) = ","
You are right. I am checking if the text has European format. And I loved your one line shortcut. I did not think of using LIKE in such context. Thanks for sharing that.
Again, you are right that this method would fail if the number is not big enough for a thousands separator. Since my data has annual salaries, all numbers are usually in thousands. So I did not think about it.
Hi ,
I have a question please. I'm working on a report that has alphanumeric on it and I only need to retrieve 7 integers that starts with 7 and 3 example SCM RIS PX RIS 02 - 7152349, ADSF\243434134, CM532345 and i need to get the 7152349. Can you please help me on this? I truly appreciate your help!
Thank you very much!
Hi-
The post was wonderful. Please take a look at this function also
Function ExtractNumber(InputString As String) As String
'Function evaluates an input string character by character
' and returns numeric only characters
'Declare counter variable
Dim i As Integer
'Reset input variable
ExtractNumber = ""
'Begin iteration; repeat for the length of the input string
For i = 1 To Len(InputString)
'Test current character for number
If IsNumeric(Mid(InputString, i, 1)) Then
'If number is found, add it to the output string
ExtractNumber = ExtractNumber & Mid(InputString, i, 1)
End If
Next i
End Function
Thank you so much. Your function code is amazing. It very useful for my lesson. Thank you so much.
To be more international.
At the beginning, for the rench format :
If fromThis.Value Like "*.*,*" Or fromThis.Value Like "* *,*" Then
european = True
End If
And at the end :
ElseIf ltr = "," And european And Len(retVal) > 0 Then
retVal = retVal & Application.DecimalSeparator
End If
Hi Chandoo,
Sorry, but your code does not work correctly with my Hungarian excel. My decimal separator is "," so
getNumber = CDbl(retVal)
will not convert the string to value, because you hard-coded "." as separator.
And, as you mentioned: "method would fail if the number is not big enough for a thousands separator" I would like to add: would fail if the user did not enter the thousand separator and also would fail if the thousand separator is not "," nor "." but " " (space chr) - as in Hungary.
This two functions could help to determine the system settings:
application.DecimalSeparator
application.ThousandsSeparator
Conclusion:
you say: "We do not need special treatment for regular format (61,000.30) as Excel & VBA are capable of dealing with these numbers by default." - it is true in case you system uses the regular format. 🙂
Cheers,
Kris
Awesome! It works !!
But how does one take into account negative numbers (say the list has negative numbers and I want to retain those negative numbers)
Thanks.
Hi. When I download this example, my excel is not showing formulas exactly. I wanted a ready version of this example, please. Thank you
Hi Chandoo,
Thanks for this brilliant article like many others that you have written for the benefit of many. Unfortunately, I am constantly having problems downloading your sample workbooks. I am currently using Excel 2007, and each time I try to download any of your sample workbooks, for e.g. the 'Extract Numbers Using VBA workbook', I get the following message 'This file is not in a recognizable format'.
I always get this message each time I try to download any of your sample workbooks. Please kindly advise me on how to resolve this.
Thank you.
Kenny
I have numbers like 12345-12-1 which I want to extract from text strings. 12345 might be variable there as 123, 1234, 12345, 123456,1234567 or so. When I get that in other cell (Column) I should see multiple entries of similar numbers with - (hyphen). How to do that?
@Madhav
Assuming your data is in cell A1
=LEFT(A1,FIND("-",A1)-1)
Thanks Hui for your response. Thank you for your time to find potential solution for my problem.
I tried your formula but was not successful in using the same.
here is more clarification so that you/others could help me.
Column A has following in Cells A1 to A4.. could be long..
ABCD 12345-12-1 XYZ 9878-02-9
LMNOPQ 12345-12-1 STQ 789748-98-5
NFHFKDJFKDS 123-23-1, NDKANSD
A FDSAFNDS 12345-12-1, ASNDSAND
from such data I need to extract the number with hyphens
remove , immediately after the numbers, separate the numbers with spaces
Column B shall look like:
12345-12-1 9878-02-9
12345-12-1 789748-98-5
123-23-1
2345-12-1
2 separate strings (numbers) having hyphen (-) therein should be separated with space.
@Madhev
Have a look at a solution using a simple UDF
https://www.dropbox.com/s/zexf4t9tmxmt3m9/Get_Numbers.xlsm?dl=1
Thanks Hui that worked well with the examples I provided.
I should have given following type of example:
2-ABCD 12345-12-1 X-2-YZ 9878-02-9
in the above case I do not want to extract a number and hyphen which is connected to or is part of text string..
Can you please help me modify the code to ignore numbers and - with text string.?
Thanks in advance.
@Madhav
So what is the answer expected from
2-ABCD 12345-12-1 X-2-YZ 9878-02-9
Thanks for your interest and time Hui.
so when I have text like
2-ABCD 12345-12-1 X-2-YZ 9878-02-9 3-abc-4-efg in Cell A2
in B2 the answer should be only numbers with hyphens and no text with numbers or hyphens
12345-12-1 9878-02-9 OR
12345-12-1 some delimiter (, or 😉 9878-02-9
The logic I thought was (but unable to do)
1. remove all strings containing text (and - and numbers) and then extract only numbers containing hyphens
2. Extract numbers in only following format ( # is a digit below) and ignore numbers and hyphens in any other format
#######-##-#
######-##-#
#####-##-#
####-##-#
###-##-#
##-##-#
Hope this helps.
Why not just use the function =getNumber ?
=getnumber doesn't extract numbers with hyphens..
also need to ignore numbers and hyphens associated with text string
When I use this code that code give me error
cdb1 is not highlight can u explain me
@Deepak
It runs fine for me
Select the first line and Press F9 to set a stop point
goto a cell and edit the function and press Enter
Then you can step through the code when it runs using F8
report back what happens
HI,
How can we add spaces between numbers and removing decimals.
how can we make spaces in the reesult e.g 25 655 2335
Dear Team,
I need to extract number (cheque number) from a cell (some numbers may repeat that to be ignored),
Text is - :-Inward Clg Cheque 00992924 00992924,BD
Result should be - 992924
Kindly help in getting formula for this (please email the code or VBA Code)