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Ask HN: How are you cleaning and transforming data before imports/uploads?

Published on: 2025-07-10 08:27:15

Hi all, I’m curious how folks handle the prep work for data imports/uploads into systems like Salesforce, Workday, NetSuite, or really any app that uses template based import for data loading, migration, or implementation. Specifically: - How do you manage conversions/transformations like formatting dates, getting everything aligned with the templates, mapping old codes to new ones, etc. - Are you primarily using Excel, custom scripts, Power Query or something else? - What are the most tedious/painful parts of this process and what have you found that works? Really appreciate any insights and am curious to learn from everyone's experience. ... Read full article.