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workflow.md•823 B
# Project Workflow
## Step 1: Define the Question
- Clarify what business question you're trying to answer
- Identify key stakeholders and their needs
- Document assumptions and constraints
## Step 2: Gather Data
- Identify relevant data sources
- Check data freshness and quality
- Document any data limitations
## Step 3: Explore and Clean
- Run summary statistics
- Check for missing values and outliers
- Validate data types and ranges
## Step 4: Analyze
- Start with simple aggregations
- Build complexity gradually
- Validate intermediate results
## Step 5: Synthesize
- Summarize key findings
- Connect insights to business question
- Identify next steps or follow-up questions
## Step 6: Communicate
- Tailor presentation to audience
- Lead with insights, not methodology
- Include actionable recommendations