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- * The actual database - a flat sqlite file - is ironate.db.zip, it needs to be unzipped, of course. * The database-schema.txt file (in this directory) contains information regarding the database. * See irony_stats.py for instructions on how to reproduce our analyses. This also gives examples on working with the database in python (and in SQL, since we issue queries directly). Note that this requires sklearn, numpy, & statsmodels modules to be installed.