Finding Nearby Zipcodes using Excel Formulas:
Recently, I had a peculiar problem.
I have a list of zip codes and I wanted to find out nearest zip codes for each of them.
Now, If I wanted to find out near by zip codes for one area, I could go and search in Google. But, how to do it for dozens of them?
Today, lets understand how you can use Excel (that’s right) to do this automatically. We will be using Excel 2013 for this.
A little background – Excel 2013 Web Formulas
In Excel 2013, Microsoft has introduced 3 powerful new formulas. These will help you fetch & parse XML / HTML data from web. The formulas are,
- ENCODEURL: to encode web URLs (replaces special characters in URLs with % codes like space becomes %20, / becomes %2F etc…)
- WEBSERVICE: connects to a webservice / website and fetches response as XML / HTML.
- FILTERXML: extracts a portion of XML/HTML using specified XPATH.
Using these formulas and web services, we can quickly fetch near by zipcodes for any input value.
Step 1: Find a web-service that can tell us near by zipcodes
I am sure there are many web sites that can offer a service like this. After searching a while, I came across a website called as
geonames.org which has many webservices around address / zip code search. The service I have used is,
Find nearby postal codes.
This service is available as XML & JSON. Since Excel 2013 formulas only process XML data, I went with XML service. The service API url is this:
http://api.geonames.org/findNearbyPostalCodes?postalcode=
ZIPCODE&country=US&radius=15&username=
UNAME&maxRows=10
ZIPCODE is where you enter the zipcode from which you want to find nearby zipcodes
UNAME is where you enter your user name for geonames.org.
Click here to register with geonames.org.
Step 2: List all original Zip codes in a column
This is simple. Just paste all original zip codes in a column.
Step 3: Write WEBSERVICE Formula
First enter the API URL in a cell like B1. (Make sure your user name is included in the service url)
Now write WEBSERVICE formulas so that we can fetch XML listing for each of the zip codes. Assuming zip codes are in A3:Ax, in adjacent column write =WEBSERVICE(SUBSTITUTE($B$1,”ZIPCODE”,A3))
And drag it down to fill down the formula for all zipcodes.
Step 4: Write FILTERXML formulas
Now that we have full XML corresponding to each zip code, we need to parse this XML to extract the nearby zip code numbers. The original XML looks something like this:
To extract the zipcodes alone, we need to use FILTERXML formula.
FILTERXML takes 2 inputs – XML text, Xpath.
XML text is what WEBSERVICE has generated.
XPATH will tell Excel, which portion of XML to extract.
What is XPATH?
If you imagine XML as a tree, then XPATH is the language you use to tell how to navigate to a certain node in that tree. Since XPATH is a complex world, I think explaining all the syntax & nuances can be hard. So I will leave you with 2 useful links.
So what is the XPATH for nearby zip code.
As you can see in above image, the response from geonames has 10 code nodes, each containing one zip code (in the postalcode child node).
If we write =FILTERXML(b3,”/geonames/code/postalcode”) we will get all the postalcodes as an array.
Since Excel cannot show arrays in cells, it will show one of the 10 values.
So we need 10 cells to show these 10 zip codes. Once you have 10 cells, you can use either INDEX formula or alternative XPATH syntax (/geonames/code[1]/postalcode for first code, ../code[2]/.. for second code etc.) to extract all the 10 zip codes.
Things to keep in mind
Web formulas (WEBSERVICE formula to be specific) can be really slow depending on your net connection and webserver speeds. Since for most data, we do not need a live connection once the data is fetched, it would be good idea to replace WEBSERVICE formula with results once you have the XML.
Also, working with XPATH can be frustrating if the source XML is not correctly formatted or you are not familiar with right XPATH commands. In such cases, use SUBSTITUE or Text formulas to strip away un-necessary portions of webservice text before feeding it to FILTERXML.
Last but not least, Web formulas are compatible only with Excel 2013 or above. So you need to replace all formulas with results when emailing the workbooks to colleagues who are using older versions of Excel.
Download Example File – Finding Nearby Zipcodes
Click here to download the Excel workbook. Play with it to understand how the formulas are working. Please note that this file is protected as I do not want you to use my username for geonames.org.
Do you use Excel Web formulas?
Although Excel 2013 includes only 3 web formulas, they can let us do several interesting things. I am playing with them often to see what additional uses we can put them to.
What about you? Have you used Excel 2013 web formulas? What is your experience like? Please share using comments.
More on using Excel to get data from web
If you often need data from external websites for your Excel analysis work, check out below articles too:
Do not worry, you are not time traveling or seeing things. Its just that, this year I have decided to publish our Easter Egg a few days early.
Go to value field settings
