Sense-making with visualizations
Practice creating visualizations to summarize many things at once, relationships between things in one place, or exceedingly complex ideas in one place. Recognize that visuals can be more efficient or compelling than other forms of communication.
K–2 Competencies
Create data visualizations to represent an aspect of the student's daily life. e.g., draw a map of the playground and stick figures to represent each student's favorite apparatus
Create bar graphs and picture graphs to represent a small data set. e.g., whole number scales, concrete situations
Classroom resources
Data Science Starter Kit Module 5: Telling the Story - Visualization and Communication
Welcome to the culminating skill of data science—communicating your findings effectively so others can understand and act on them! This module focuses on how to create clear visualizations and compelling narratives that make data accessible and meaningful to different audiences.🔗
Visualization and Communication isn’t about creating fancy graphics or impressive presentations. It’s about developing the empathy and clarity to think, “How can I help others understand what this data means and why it matters to them?” The best data science in the world is useless if it can’t be understood and applied by the people who need it.
3–5 Competencies
Create data visualizations to summarize categorical data.
Display groups or categories in visualizations using complementary or contrasting colors to highlight differences.
Display continuously scaled data in visualization using shading.
Classroom resources
Data Science Starter Kit Module 5: Telling the Story - Visualization and Communication
Welcome to the culminating skill of data science—communicating your findings effectively so others can understand and act on them! This module focuses on how to create clear visualizations and compelling narratives that make data accessible and meaningful to different audiences.🔗
Visualization and Communication isn’t about creating fancy graphics or impressive presentations. It’s about developing the empathy and clarity to think, “How can I help others understand what this data means and why it matters to them?” The best data science in the world is useless if it can’t be understood and applied by the people who need it.
6–8 Competencies
Create data visualizations that use multiple variables.
Create a data visualization, collect feedback from the target audience, and revise the visualization based on feedback.
Create map visualizations to display location data. e.g., events at certain spots on a map, data by state or region
Classroom resources
Data Science Starter Kit Module 5: Telling the Story - Visualization and Communication
Welcome to the culminating skill of data science—communicating your findings effectively so others can understand and act on them! This module focuses on how to create clear visualizations and compelling narratives that make data accessible and meaningful to different audiences.🔗
Visualization and Communication isn’t about creating fancy graphics or impressive presentations. It’s about developing the empathy and clarity to think, “How can I help others understand what this data means and why it matters to them?” The best data science in the world is useless if it can’t be understood and applied by the people who need it.
9–10 Competencies
Use computer-based analysis tools to make basic descriptive summaries of a dataset. e.g., bar charts, histograms, line graphs, scatterplots
Quickly or informally estimate relationships visually by adding lines of best fit with a computer-based tool.
Classroom resources
Data Science Starter Kit Module 5: Telling the Story - Visualization and Communication
Welcome to the culminating skill of data science—communicating your findings effectively so others can understand and act on them! This module focuses on how to create clear visualizations and compelling narratives that make data accessible and meaningful to different audiences.🔗
Visualization and Communication isn’t about creating fancy graphics or impressive presentations. It’s about developing the empathy and clarity to think, “How can I help others understand what this data means and why it matters to them?” The best data science in the world is useless if it can’t be understood and applied by the people who need it.
11–12 Competencies
Create data visualizations that illustrate complex bivariate relationships. e.g., exponential, quadratic
Edit data visualizations to optimize it for your intended audience and the audience's different needs. e.g., "chartjunk" can be distracting for some audience but necessary for others
Classroom resources
Data Science Starter Kit Module 5: Telling the Story - Visualization and Communication
Welcome to the culminating skill of data science—communicating your findings effectively so others can understand and act on them! This module focuses on how to create clear visualizations and compelling narratives that make data accessible and meaningful to different audiences.🔗
Visualization and Communication isn’t about creating fancy graphics or impressive presentations. It’s about developing the empathy and clarity to think, “How can I help others understand what this data means and why it matters to them?” The best data science in the world is useless if it can’t be understood and applied by the people who need it.
Advanced Competencies
Demonstrate presentation skills to fully communicate depth and breadth of a visualization to an audience.
Present both 1) basic visual summaries of the data2) additional visualizations that “go deeper” into the story the data is telling, and relationships discovered within the data visualizatione.g., new relationships within subsets, significant outliers, complex or overlapping control variables
Classroom resources
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