"Schemaless" databases like Neo4j and MongoDB may not have predefined or 
restrictive schemas, but we all know this doesn't absolve us from regular 
Data Engineering tasks like Data Profiling and Data Modeling. In fact, the 
lack of structure makes it more important to monitor the dynamic schema 
developing in your data store so that software engineers and data 
scientists can have reasonable expectations of data quality and 
completeness. 

Are there any techniques, scripts, or softwares people know of or use in 
production systems for monitoring changes in schema and the completeness of 
graphs we would expect to be complete? 

I've used Talend briefly for data profiling before, is it still one of the 
better solutions?

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