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DATA-FLUENCY5 MIN READ

Sort Data Work by CRISP-DM Stage

Classify analytics tasks into CRISP-DM stages to sequence data work correctly.

sort-buckets stage-strip score-chips Place each analytics task in the CRISP-DM stage where it belongs. Business understanding Data understanding Data preparation Evaluation Define which customer action the churn score will trigger Agree whether churn means cancel, non-renew, or no usage for 60 days Check how many renewal dates are missing by segment Profile whether plan type is complete enough for account routing Deduplicate customer IDs created by the CRM migration Create a clean training table with one row per active account Compare model precision to the CSM capacity threshold Test whether the score improves save-plan selection versus today's rules

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