Data Skills Lab

The Data Skills Lab is a collection of hands-on activities designed to enhance your data literacy and data-informed decision-making skills. Each activity provides a practical, real-world scenario where you can learn essential skills, from data interpretation and visualization to bias detection, data cleaning, and even basic predictive modeling. Whether you’re a beginner seeking foundational data knowledge or a professional looking to sharpen your analytical abilities, the Data Skills Lab offers a range of exercises tailored to various skill levels and business contexts.

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Systemic Questioning
Intermediate Quick

Learn how to identify flawed business questions and reframe them into specific, data-driven, and actionable inquiries. This interactive exercise will guide you through systemic thinking techniques to ensure you're asking the right questions that lead to better decisions.

Critical Thinking & Problem Solving with Data
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Practicing Smarter AI Consumption
Intermediate Medium

Practice making sense of and analyzing various AI outputs as a consumer of AI, including evaluating its trustworthiness and questioning its broader risks and impacts.

Artificial Intelligence
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Data Literacy Decision-Making
Beginner Quick

Develop your data literacy skills through real-world business scenarios. Practice evaluating data quality, interpreting insights, spotting biases, and making informed decisions to solve business challenges.

Data Literacy & Informed Decision-Making
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Analytical Thinking Challenge
Intermediate Medium

Sharpen your analytical thinking by tackling business problems that require evaluating data representativeness, distinguishing causation from correlation, and assessing decision risks.

Analytical Thinking & Decision-Making
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QUESTION Framework Exercise
Intermediate Medium

Learn how to transform vague challenges into powerful, actionable questions using the QUESTION framework. You'll practice crafting specific inquiries that drive clear, informed decision-making.

Strategic Questioning & Problem Framing
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Identifying Trends in Sales Data
Beginner Quick

Analyze retail sales data over time to identify key trends, seasonal patterns, and fluctuations, helping them make informed business recommendations.

Data Interpretation & Analysis
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Initiative Evaluation Exercise
Intermediate Medium

Prioritize business initiatives by evaluating their potential impact and feasibility. Work through structured assessments to make strategic, data-informed funding decisions.

Strategic Prioritization & Data Evaluation
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From Data to Narrative
Intermediate Medium

Turn raw survey data into a compelling, stakeholder-ready narrative. This exercise teaches you to extract key insights, frame a clear storyline, and present actionable recommendations.

Data Storytelling & Communication
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Business to Data Questions
Beginner Quick

Learn how to transform vague business inquiries into specific, actionable data questions. This activity walks you through a structured four-step process to bridge the gap between business needs and data insights.

Data Questioning & Business Analysis
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Data Opportunity Finder
Intermediate Medium

Use a five-step framework, this activity guides you through choosing a focus area, mapping processes, spotting pain points, checking data availability, and prioritizing the best opportunities for impact.

Data Opportunity Identification & Prioritization
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Spot the Misleading Visualization
Intermediate Medium

Strengthen your critical data literacy by identifying common visualization pitfalls. In this interactive challenge, you'll spot misleading charts, uncover how they distort information, and learn techniques for creating and interpreting honest, accurate visuals.

Data Literacy & Visualization Critique
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What Counts as Data?
Beginner Quick

Broaden your understanding of what "data" really includes. In this quick, interactive activity, you'll classify statements as quantitative data, qualitative data, assumptions, or noise—and discover why it matters for making better decisions.

Data Literacy & Critical Thinking
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Decode This Dashboard
Beginner Medium

Strengthen your data literacy by interpreting a simple business dashboard. Identify what’s going well, spot areas needing attention, and learn how to ask smarter questions about what the data does—and doesn't—show you.

Data Literacy & Visual Interpretation
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What's the Question?
Beginner Quick

Practice spotting clear, unclear, and misleading business questions. In this quick activity, you'll sharpen your ability to craft better, more specific questions that lead to stronger data collection and decision-making.

Critical Thinking & Questioning Skills
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Statistical Literacy Activity
Intermediate Medium

Build essential statistical literacy by interpreting real-world data scenarios. This activity helps you spot misleading statistics, understand limitations, and develop stronger, evidence-based conclusions from numbers and charts.

Statistical Literacy & Data Interpretation
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Evaluating Statistical Claims
Intermediate Medium

Learn to critically assess statistical language using the CLEAR framework. In this interactive activity, you'll evaluate real-world claims for causality, association, evidence strength, and measurability to sharpen your decision-making skills.

Statistical Literacy & Critical Thinking
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