Ensure that all documentation and metadata are comprehensive and complete. Example actions might include: open and run the data files; inspect the contents in order to validate, clean, and/or enhance data for future use; look for missing documentation about codes used, the significance of “null” and “blank” values, or unclear acronyms.
Dataset citation “Tweet IDs annotated for enthusiasm and support towards social causes: CTE, cyberbullying, and LGBT” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-2603648_V1.
Dataset citation “PMC Turbo image and lidar data taken in July 2018, supplement to Geach et al. (2020) ‘Gravity Wave and Vortex Ring Formation Observed by PMC Turbo’” available from the Data Repository for the University of Minnesota at https://doi.org/10.13020/te3n-hj23.
Dataset citation “Fortran code for modeling the propagation of ULF waves in a 3-dimensional dipole magnetosphere” available from the Data Repository for the University of Minnesota at https://doi.org/10.13020/d1g7-c676.
Dataset citation “Pilgrim 2020.1” available from the Data Repository for the University of Minnesota at https://doi.org/10.13020/hhzs-3z47.
Dataset citation “Supporting data for ‘3D Printed Deformable Sensors’” available from the Data Repository for the University of Minnesota at https://doi.org/10.13020/vqfp-vq57.
Dataset citation “Data associated with publication ‘Compositional Measurements of Saturn’s Upper Atmosphere and Rings from Cassini INMS’ in the Journal of Geophysical Research: Planets.” available from Johns Hopkins University Data Archive at https://doi.org/10.7281/T1/QGOMA0.
Dataset citation “Acceleration and strain data for free vibration of pre-tensioned, partially-submerged beams” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-7897650_V1.
Dataset citation “UAV-based hyperspectral dataset for high-throughput yield phenotyping in wheat” available from the Data Repository for the University of Minnesota at https://doi.org/10.13020/0ch0-vb18.
Dataset citation “Dataset for ‘Formation of a three-phase spiral structure due to competitive growth of a peritectic phase with a metastable eutectic’” available from Deep Blue Data at https://doi.org/10.7302/71av-ch32.
Dataset citation “Xantusia vigilis ddRADseq fastq files” available from Deep Blue Data at https://doi.org/10.7302/mep1-5124.