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STANDARDS

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US-VA

Math

Virginia Math

Data Science: Data and Computing

5.DS.12

The student will be able to select and utilize appropriate technological tools and functions within those tools to process and prepare data for analysis.

5.DS.12.a

Utilize technology tools to be able to access data effectively from multiple sources (e.g., tables, column separated values, spreadsheets, documents, databases).
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5.DS.12.b

Utilize tools and functions (in tools) to effectively explore the data for issues and errors before beginning to process it.
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5.DS.12.c

Define the (tools and technological) process to optimally ingest data and to export data after processing.
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5.DS.12.d

Utilize tools and their functions to clean and validate data by:

5.DS.12.d.i

removing data that are incomplete, incorrect, or duplicated;
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5.DS.12.d.ii

removing extraneous data or outliers; and
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5.DS.12.d.iii

standardizing data to conform to contextual norms (e.g., privacy, sensitive data).
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5.DS.12.e

Utilize tools and their functions to combine and store data by:

5.DS.12.e.i

merging multiple data sets for efficiency purposes; and
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5.DS.12.e.ii

optimizing storage of data based on volume, velocity, and variety.
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5.DS.12.f

Utilize tools to format and store the data appropriately to allow for effective analysis.
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5.DS.13

The student will be able to select and utilize appropriate technological tools and functions within those tools to analyze and communicate data effectively.

5.DS.13.a

Select and utilize technology tools to effectively generate conventional and unconventional visualizations of data to explore patterns and/or analyze a large data set.
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5.DS.13.b

Utilize specific functions in technology tools to perform descriptive and inferential statistical analysis.
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5.DS.13.c

Utilize coding to store and extract data more effectively for data analysis.
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5.DS.13.d

Select and apply features of technology tools effectively to organize, summarize and gain insight from data.
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5.DS.13.e

Select the appropriate visualization based on context and audience and create it using technology tools to effectively communicate an idea.
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