12 data management tools are analyzed in detail, having reached the inclusion threshold of 20 user reviews each.
For convenience, the product names we use in The Data Management Survey are sometimes abbreviated and are not always the official product names used by the vendors at the time of publication.
We asked respondents explicitly about their experiences with products from a predefined list, with the option to nominate other products.
Where respondents said they were using an ‘other’ product, but from the context it was clear that they were actually using one of the listed products, we reclassified their data accordingly.
The table to the right shows the data management products included in our detailed analysis.