Metadata
Overview
Metadata is data about data or data that defines or describes other data. Metadata is additional information or documentation about your dataset that will make it easier for others to understand and put your data into context. Good metadata is critical in humanitarian response as datasets are often incomplete or the “best available” and have limitations or discrepancies. Noting the issues related to the datasets allows others to understand how and if they can use the datasets.
When metadata is included with a dataset:
It improves understanding of the dataset (reduces questions and confusion of its use and history)
Increases credibility/reliability of data
Provides transparency about data that is not complete or not perfect (sets expectations and can provide the purpose of the dataset)
It can increase interest by others who may have data you are missing
It can improve the discoverability on HDX or other data sharing sites. For an explanation of HDX recommended metadata please read this guide.
Where Metadata can be found
When developing metadata for Common Operational Datasets (or any dataset that is shared on HDX) consider where it will be located:
on HDX | In / with the Dataset | in COD-AB web services |
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3 Tiered Process of Metadata
To balance the need for metadata against the burden of creating and maintaining it, OCHA recommends a 3-tiered system of metadata options:
Tier 1: Emergency Metadata
Tier 2: Basic Metadata
Tier 3: Full Metadata
Tier 1: Emergency Metadata
Emergency metadata recognizes the fact that during times of crisis, there is likely to be no metadata. Production and sharing of datasets is happening too quickly to allow for detailed metadata. In those cases, the best approach is to make sure that the dataset is, to the extent possible, self-explanatory. The Emergency Metadata approach requires:
Dataset filenames are according to the naming convention
Unnecessary attributes are removed
Attribute names are clear
If some attributes are too complex to be easily understood from the attribute name, add a simple text file to the dataset distribution explaining the attribute names. This file should have the exact same name as the dataset with _METADATA.txt added at the end. The Basic Metadata Template can be used for this purpose, though in this case, only the Data Dictionary element is needed.
Tier 2: Basic Metadata
Basic metadata is for use when there is more time to properly document a dataset, but perhaps not enough resources to produce the full Tier 3 metadata. Tier 2 is also useful when a dataset is too complex to be easily understood from the Tier 1 metadata. Basic metadata requires attaching a simple text file, based on the Basic Metadata Template. This template is based on the UNGIWG subset of the ISO 19115 metadata specification. This file should have the exact same name as the dataset with _METADATA.txt added at the end.
Tier 3: Full Metadata
During data preparedness activities, when there is time to fully document datasets,