Q: 1
To ensure data quality and efficient integration of data, which of the following best describes the main topic that should be covered in initial discussions with a vendor providing the external data?
Options
Discussion
Option C is better. The tricky part is A sounds relevant, but you can't even measure data quality unless everyone agrees on the basic formats first. Formats come before metrics or audits. So for initial talks, C is the key step. Anyone see it differently?
Makes sense to pick C. You need that initial agreement on field and file formats or nothing else works, since integration relies on compatible structure first. Pretty sure that's the core step before you even talk audits or metrics, but open to other takes.
Probably C here. You can’t even talk about quality or audits until the file/field formats are sorted. Saw this stressed in the official guide and some practice questions too, but let me know if you’ve seen a different angle.
C, not A. Format specs are step one before you can talk quality or audits.
C . Had something like this in a mock and format specs were the first thing to nail down for smooth data intake. Metrics and audits come later after you can actually process the files, right?
C here. The main trap is A since quality metrics matter, but without the agreed formats first, you can't even get to measuring anything. Pretty sure that's how most exam questions word this.
Why not A if the vendor mandates a single format for everyone? Wouldn't quality metrics come first then?
C , unless the vendor forces a fixed proprietary format. Then maybe A would matter more first.
C/D? I saw a similar question in a prep test and it was all about initial format specs, but standard dictionaries (D) sometimes get mentioned too if integration depends on them. Still, pretty sure C is the main focus. Agree?
C tbh
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