Environment Import packages, packages needed are: from pprintjson import pprintjson as ppjson for human readable results import pandas as pd to create dataframe for queried information from habanero import Crossref habanero is the package used to query CrossRef Database API for information on USGS DOI’s for data releases Both data released and publication DOIs are found within a spreadsheet, this can be uploaded as a csv or can be used in excel. If uploaded, additional packages must be imported Packages are: