Un document administratif traduit mot à mot se repère à la première ligne.
Arabe ⇄ français : attestations, contrats, CV, correspondance. Traduction humaine, registre officiel, mise en page conservée.
https://t.co/IxtW9V1zuN
#traduction
Administrative Arabic and administrative French are two different registers.
Machine translation keeps the meaning and loses the tone — which is exactly what an official reader notices first.
Documents, contracts, attestations:
https://t.co/IxtW9V1zuN
#translation
Four date formats. Duplicate rows. Amounts stored as text. Blank rows scattered through.
This is what an exported spreadsheet usually looks like — and what it looks like after.
I clean them properly: https://t.co/KPKcW1Hzlf
#DataCleaning