Verb that means "to find the difference of two states"

Context

I have two sets of data, dataset1 and dataset2. They may be different from each other, both in content and in structure. I am going to generate the list of these differences.

Example

dataset1 has a column called "Name", dataset2 does not have this column, so adding the column "Name" to dataset2 would be generated in this list of actions.

Conclusion

I need a verb that describes that whole process.

I am going to _____________ dataset1 and dataset2

One that comes to mind is differentiate, but I have seen that used more in pure mathematics and I don't feel like it captures the actual intent.

Solution 1:

The correct term is compare:

• to examine (two or more objects, ideas, people, etc.) in order to note similarities and differences (Dictionary.com)
• to examine the character or qualities of especially in order to discover resemblances or differences (Merriam-Webster)

Because you are working with data and performing a detailed analysis of one or more aspects of these data sets, you could also use the term analyze.

• to study or determine the nature and relationship of the parts of by analysis (Merriam-Webster)

However, this word lacks the specific meaning that you are looking at two things, not just one.

If you don't need a single word, you could state:

I am going to comprehensively identify the list of differences in content and structure...

That is precise, but at the cost of being quite verbose.