My email list is…
- 75.57% Male
- 24.43% Female
- 15.27% Ages 16-20
- 37.40% Ages 21-30
- 31.30% Ages 31-40
- 9.16% Ages 41-50
- 5.34% Ages 51-60
- 1.53% Ages 61+
I determined this using a picture of your face.
Let me explain…
I confess, I’m a nerd and I love myself a good API.
This post is very nerdy and may be overly technical, but I was still compelled to give the methodology a try.
Without further ado…
Here’s my little hack for segmenting your email list by approximated age, ethnicity, gender, and magnitude of smile featured in your social network profile picture:
What You’ll Need:
- An Export of Your Email List
- FullContact Person API
- Face++ API
- SEOTools for Excel
But for the purposes of this post, I’ll go over how to do the process using Excel and SEOTools for Excel.
Start by export your list’s email addresses to be opened within Excel.
You should only focus on the column with Email addresses (unless you already have social media account information in your list).
Sign-up for the FullContact Person API here.
The free version will give you access to 250 API matches per month. This is usually good enough for me!
Note: Of course there is premium pricing available if you require it.
They email you your API key. Just append it to the API URL:
So, in Excel, I create an FullContact API URL column:
Where A2 is equal to the cell with first user’s email address.
Next, create a column for their social profile image. Use SEOTools for Excel using the JsonPathOnURL function:
The URL field should be a cell from the FullContact API URL column, and then the JsonPath should be photos.url (you might want to source it from another field).
Tip: I usually use JSONView, an Chrome extension, to help me quickly find the JSONPath.
Once you drag down, you should have list of image URLs for your email list contacts.
Now, onto the Face++, the facial recognition API…
You need to register for it. It’s free.
Check out the demo:
It’s very cool.
Anyway, create an app and get an API key.
The Face++ API call looks like this…
Like you did with FullContact, make a column for the Face++ API URL, the formula will look something like this:
And drag those cells down…
Make a column for Age, Age Range, Gender, Ethnicity, and Smile Magnitude.
Each one of these columns will use the JsonPathOnURL function in SEOTools.
As an example, you grab age with the JSONPath “face.attribute.age.range”.
The Excel formula would be “=JsonPathOnUrl(E4,”face.attribute.age.value”)”
I also added two column to deal with the age range. So, it will estimate someone is 25 years old with and age range of 7, meaning that it is estimate should be within +/- 7 years. So I have a low age column that is “=F4-G4” and a high age column set is set to “=F4+G4”.
I drop some conditional formatting on my Smile Magnitude Column. It seems to be a range between 1 and 100.
The excel output will end up looking something like this in the end…
You can now add segments by these various criteria in your email list. If you go with a Knime implementation, you can go as far to automate ALL of this.