domains / data / pandas-data-transform / data-transform

data-transform

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authentic

The two copies are the same procedure. The FreedomIntelligence copy is a near-verbatim reproduction of the aipoch copy, with only minor frontmatter differences (adds a title, omits license/author) and a source link removed. No copy introduces material steps or constraints the other lacks, and there are no conflicting parameters. The aipoch copy is the more complete, addressable source with explicit license and author metadata, so it is the authentic procedure the other reproduces.

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