Proper case formatting for last names

[czello]

I have a challenge of how to deal with input data that has last names that could have multiple capital letters, sometimes with a space before it and sometimes without a space before the second capital letter.

While the Proper Casing might seem like a good way to standardize things, it really doesn't help me when I have last name data like this:

LaSage

McDonald

Mc Donald

MacDonald

Van Horn

VanBoxtel

D'Acquisto

Smith Edwards

German-Edwards

Any best practices for dealing with this so I'm not left with Lasage, Mcdonald, Macdonald, etc.?

[OTrieger]

This is a nice challenge, you can share it with Alteryx team so they can add it to the weekly challenge.

[Carolyn]

@DavidP has a suggestion on this post for how to handle it. You add a space after the "Mc" before "Donald" so it becomes "Mc Donald", etc. Then Title Case will handle it properly and then you can remove the space. "LaSage" is a bit of a weird one, but the rest should work with what David described. 

https://community.alteryx.com/t5/Alteryx-Designer-Desktop-Discussions/Use-of-Title-Case-vs-RegEx-for...

[nagakavyasri]

@czello You can use mapping input as below:

[czello]

It looks like you have made a file of mapping names in order to get this to work.

In my case, it is over 40,000 records/rows a month, which would take a lot of time and have a bunch of variations.  How would people do this with even larger data sets?

[Qiu]

@czello 
I somehow agree with @nagakavyasri on this one.
With those exceptions, it might be a good idea to have a library of last names then keep improving that list.

https://listophile.com/names/last/common/