DemystData has partnered with hundreds of data providers across a range of use-cases. Not only can you use the external data from these providers to enhance your decision making, but now you also get a comprehensive look at the underlying attribute and metadata statistics of these external data solutions.
With DemystData’s panel stats feature, you get to know the in-depth performance of the providers over the course of time. We accomplish this by running each data product against a predefined set of inputs in order to present you with valuable stats, like:
- attribute_consistency_rate : Attribute value consistency from one month to another for the same set of input
- num_distinct_values : Unique values encountered for the attribute so far
- field_is_populated_rate : How often we see values populated for the attribute
- hit_rate : Matches found by the product for the input entity set
- error_rate : Error rate encountered for the product
Check out our hosted notebooks to see them in action. Want to know even more about panel stats, contact us!