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Editorial Team
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Asked: 2026-05-27T04:32:42+00:00

I am working in MYSQL and need to extract user data to be pulled

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I am working in MYSQL and need to extract user data to be pulled into a view. I will be using the data in an email client, so I cannot do this in the app layer.

The problem is that each data field for the user is contained in separate rows (this is how WordPress sets up the data structure).

For example, wp_usermeta has multiple rows of data for each user like this:

user_id   meta_key       meta_data
   2      first_name     Jane
   2      last_name      Austin
   2      email          jane@me.com
   3      first_name     Jack
   3      last_name      Palmer
   3      email          jack@me.com

I need the data to be combined into one row, separate fields, like this:

user_id  first_name  last_name  email
2        Jane        Austin     jane@email.com
3        Paul        Parker     jack@email.com

I have searched around and cannot find this exact problem anywhere (I found a lot of concatenation, but that is not what I need).

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1 Answer

  1. Editorial Team

    If these are the only columns you are concerned with, this will work for you:

    SELECT um.user_id
   , fn.meta_data AS first_name
   , ln.meta_data AS last_name
   , e.meta_data AS email
FROM wp_userMeta AS um
LEFT JOIN wp_user_Meta AS fn ON um.user_id = fn.user_id
   AND fn.meta_key = 'first_name'
LEFT JOIN wp_user_Meta AS ln ON um.user_id = ln.user_id
   AND ln.meta_key = 'last_name'
LEFT JOIN wp_user_Meta AS e ON um.user_id = e.user_id
   AND e.meta_key = 'email'
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