How integrated systematics is harnessing the conservation potential of megadiverse, taxonomically complex groups

Data files used for the analysis of herbarium specimen record changes across two snapshots of a monographic database in the paper "How integrated systematics is harnessing the conservation potential of megadiverse, taxonomically complex groups".
The two files are:
1. specimen_data.csv - Each row is the data held in the monographic database for a particular specimen in a particular snapshot. The fields include an id for each specimen, the specimen species name, the coordinates of where the specimen was collected, the year the specimen was collected, indication of if the specimen was identified to species, and the snapshot that particular set of data was taken from.
2. name_change_data.csv - Each row is a change in the name recorded in the database for a specimen. The fields are the species name in the first snapshot, the species name in the second snapshot, and a classification of the name change.
Due to sensitivity issues, all species names have been replaced unique identifiers. This allows someone to reproduce the analysis described in the paper, without providing them the entire monographic database.
Code to reproduce the analysis can be found on Github (https://github.com/barnabywalker/monographic_db_changes_analysis).