top of page

Analyzing and interpreting data

Below is the progression of the Science and Engineering Practice of Analyzing and Interpreting Data, followed by Performance Expectations that make use of this Science and Engineering Practice.

4. Analyzing and interpreting data

Scientific investigations produce data that must be analyzed in order to derive meaning. Because data patterns and trends are not always obvious, scientists use a range of tools—including tabulation, graphical interpretation, visualization, and statistical analysis—to identify the significant features and patterns in the data. Scientists identify sources of error in the investigations and calculate the degree of certainty in the results. Modern technology makes the collection of large data sets much easier, providing secondary sources for analysis.

Primary School (K-2)
Analyzing data in K–2 builds on prior experiences and progresses to collecting, recording, and sharing observations.
Elemenatry School (3-5)
Analyzing data in 3–5 builds on K–2 experiences and progresses to introducing quantitative approaches to collecting data and conducting multiple trials of qualitative observations. When possible and feasible, digital tools should be used.
Middle School (6-8)
Analyzing data in 6–8 builds on K–5 experiences and progresses to extending quantitative analysis to investigations, distinguishing between correlation and causation, and basic statistical techniques of data and error analysis.
High School (9-12)
Analyzing data in 9–12 builds on K–8 experiences and progresses to introducing more detailed statistical analysis, the comparison of data sets for consistency, and the use of models to generate and analyze data.

Add paragraph text. Click “Edit Text” to customize this theme across your site. You can update and reuse text themes.

Analyzing and interpreting data

By grade 12, students should be able to • Analyze data systematically, either to look for salient patterns or to test whether data are consistent with an initial hypothesis. • Recognize when data are in conflict with expectations and consider what revisions in the initial model are needed. • Use spreadsheets, databases, tables, charts, graphs, statistics, mathematics, and information and computer technology to collate, summarize, and display data and to explore relationships between variables, especially those representing input and output. • Evaluate the strength of a conclusion that can be inferred from any data set, using appropriate grade-level mathematical and statistical techniques. • Recognize patterns in data that suggest relationships worth investigating further. Distinguish between causal and correlational relationships. • Collect data from physical models and analyze the performance of a design under a range of conditions.
!
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now
  • This is a great place to add more information about the product such as sizing, material, care and cleaning instructions. This is also a great space to write what makes this product special.

    Start Now
    Start Now
    Start Now

Last updated:

Last updated:

Add a Title

Lessons

Read More

Our lessons are tailored to help you learn science more efficiently and with more clarity. We provide concise information on scientific principles, theories and practices, for beginners and experts alike.

STEM Activities

Read More

Change the text to include your own content. Adjust the font, size or scale to customize the style.

Courses

Read More

Change the text to include your own content. Adjust the font, size or scale to customize the style.

Item Four

Read More

Change the text to include your own content. Adjust the font, size or scale to customize the style.

Item Five

Read More

Change the text to include your own content. Adjust the font, size or scale to customize the style.

Item Six

Read More

Change the text to include your own content. Adjust the font, size or scale to customize the style.

Thanks for submitting!

bottom of page