________________  ___________________________________________ ___  _____ ._.
\_   _____/  _  \ \_   ___ \__    ___/\_____  \__    ___/    |   \/     \| |
 |    __)/  /_\  \/    \  \/ |    |    /   |   \|    |  |    |   /  \ /  \ |
 |     \/    |    \     \____|    |   /    |    \    |  |    |  /    Y    \|
 \___  /\____|__  /\______  /|____|   \_______  /____|  |______/\____|__  /_
     \/         \/        \/                  \/                        \/\/

general purpose curation of data sources