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Correlation versus Causation
Data Types
Sample Bias
Sense-making with visualizations
Data Collection Plans
21st century basic skills
Financial Literacy
AI Literacy
Media Literacy & Digital Citizenship
Durable Skills
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Creation & Curation
Designing for Data Collection
Substrand B2

Designing for Data Collection

The design of a data investigation is as important as the data collection process. Framing a data-based investigation requires identifying a problem or question to be explored. Additionally, the methods must be carefully chosen and the values and tradeoffs considered.

Substrand B2

Designing for Data Collection

The design of a data investigation is as important as the data collection process. Framing a data-based investigation requires identifying a problem or question to be explored. Additionally, the methods must be carefully chosen and the values and tradeoffs considered.

Concept B.2.1
Concept B.2.1

Designing data-based investigations

Identify problems and formulate questions that guide meaningful data collection and analysis.

Concept B.2.1
Concept B.2.1

Designing data-based investigations

Identify problems and formulate questions that guide meaningful data collection and analysis.

Concept B.2.2
Concept B.2.2

Data creation techniques & methods

Explore various ways to generate data through simulations, sensors, and automated collection methods.

AI Literacy
Concept B.2.2
Concept B.2.2

Data creation techniques & methods

Explore various ways to generate data through simulations, sensors, and automated collection methods.

AI Literacy
Concept B.2.3
Concept B.2.3

Creating data collection plans

Develop systematic plans that specify what data to collect, how to collect it, and from what sources to answer investigation questions.

Durable Skills
Concept B.2.3
Concept B.2.3

Creating data collection plans

Develop systematic plans that specify what data to collect, how to collect it, and from what sources to answer investigation questions.

Durable Skills
Concept B.2.4
Concept B.2.4

Finding secondary data

Explore, locate, evaluate, and retrieve datasets collected by others to address research questions and data investigations.

Media Literacy & Digital Citizenship
Concept B.2.4
Concept B.2.4

Finding secondary data

Explore, locate, evaluate, and retrieve datasets collected by others to address research questions and data investigations.

Media Literacy & Digital Citizenship

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