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You are correct, building a database of scientific papers is the starting point. From there you can run queries against the data to ask questions. paperai is an example of this.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.