Why is Debugging Data Flows Hard?

User study observations from how humans debug errors in large data flows

Maeda Hanafi
Towards Data Science
12 min readAug 19, 2022

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“Where are these errors in my output coming from?!” Findings errors in the outputs of the large data flows are a common issue. Large data flows ingest several datasets, which are processed through many code modules which are potentially written by multiple developers.

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Currently building human-centered AI solutions at IBM Research. Also, every day I write in my journal. Sometimes I share those snippets here.