An initial interview to establish the needs and expected outcomes, followed by data appraisal and delivery of preliminary results. Next steps are definition of the cleaned data, preparation of a final draft on the established deliverables, followed by delivery of the cleaned data and basic exploratory analysis results. Upon demand, tools to clean and generate data can be made, along with data quality, monitoring and improvement procedures.
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