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Agenda
Section Nine: Data
Filtering and Cleaning Data
Exploring Two Columns
Big, Open, and Crowdsourcing Data
Machine Learning
Algorithms (see unit 6) and Algorithmic Bias
Telling a Data Story
Standards
Standards
CSP Conceptual Framework
DAT-2 - Programs can be used to process data, which allows users to discover information and create new knowledge.
DAT-2.A - Describe what information can be extracted from data.
DAT-2.B - Describe what information can be extracted from the metadata.
DAT-2.D - Extract information from data using a program.
DAT-2.E - Explain how programs can be used to gain insight and knowledge from data.
CSTA K-12 Computer Science Standards (2017)
DA - Data & Analysis
3A-DA-11 - Create interactive data visualizations using software tools to help others better understand real-world phenomena.
3B-DA-05 - Use data analysis tools and techniques to identify patterns in data representing complex systems.
3B-DA-06 - Select data collection tools and techniques to generate data sets that support a claim or communicate information.
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