Before You Touch Data: Business Understanding & Data Collection
📰 Medium · Data Science
Understand the business context before collecting data for analytics to ensure effective decision-making
Action Steps
- Define business objectives using stakeholder interviews
- Identify key performance indicators (KPIs) to measure success
- Determine data sources and collection methods
- Assess data quality and potential biases
- Develop a data collection plan aligned with business goals
Who Needs to Know This
Data analysts and scientists benefit from understanding the business context to collect relevant data and make informed decisions
Key Insight
💡 Business understanding is crucial for effective data collection and analysis
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📊 Before touching data, understand the business context to make informed decisions #dataanalytics #businessunderstanding
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