Analyzing and Visualizing Data

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Presentation transcript:

Analyzing and Visualizing Data Dr. Lam TECM 4180

Project 2 Creating an infographic that visualizes data Competencies: Researching, analyzing, and synthesizing primary data Visualizing data and information Telling a compelling, rhetorically driven story using words and images

What we’ll cover Different types of graphics When to use graphics What graphics to choose What to include with a graphic

Types of graphics Graphic Type Description Examples Decorative Visuals added for aesthetic appeal or humor Person riding a bike in a lesson on how a bike pump works Representational Visuals that illustrate the appearance of an object Screen captures Photograph of equipment Organizational Visuals that show qualitative relationships among content A matrix like this table A concept map A tree diagram Relational Visuals that summarize quantitative relationships A bar graph or pie chart A map with circles of different sizes

Types of graphics (cont.) Graphic Type Description Examples Transformational Visuals that illustrate changes in time or space Animated demonstration of software A time-lapse of seed germination Interpretive Visuals that make intangible phenomena visible and concrete Drawings of molecules

Poll Text CHRISLAM138 to 22333

Image 1

Options A: Decorative B : Representational C: Organizational D: Relational E: Transformational F: Interpretive

Image 2

Options A: Decorative B : Representational C: Organizational D: Relational E: Transformational F: Interpretive

Image 3

Options A: Decorative B : Representational C: Organizational D: Relational E: Transformational F: Interpretive

Image 4

Options A: Decorative B : Representational C: Organizational D: Relational E: Transformational F: Interpretive

Image 5

Options A: Decorative B : Representational C: Organizational D: Relational E: Transformational F: Interpretive

Image 6

Options A: Decorative B : Representational C: Organizational D: Relational E: Transformational F: Interpretive

Tables Purpose: To help your readers find data or other information rapidly Tables can be useful to compare data, but may not be as effective as a more visual representation Include a descriptive title, row and column headings, unit of measure (if needed), and source Can you think of other ways to visualize this comparison? Comparison of Foods Food Calories Fat Apple 101 Apple Pop tart 191 2.9g

Line Graph Purpose: To show trends and cycles; To show the relationship between two or more variables Tend to be good for interval-level variables (numerical data) If there is just one line, what is the main point of the visualization? Two lines?

What’s wrong with this line graph?

What’s wrong with this line graph?

Line graphs: things to avoid Ethical labeling/scale Time across x-axis

Bar Graph Purpose: To help readers compare quantities and see trends at a glance Tend to be good to display categorical variables (non-numerical variables)

What’s wrong with this bar graph?

What’s wrong with this bar graph?

Bar Graphs: Things to avoid Ethical labeling/scale 3-D representations Overly complex bar graphs that try to do too much

Pie Chart Purpose: To show the composition of a whole

What’s wrong with this?

What’s wrong with this?

What’s wrong with this?

Pie Charts: Things to avoid Not representing parts of a whole Not adding up to a whole Overly complex representations or too many comparisons

Pictographs Purpose: To help readers compare quantities and see trends Simply introduces an additional visual element to an already existing graph (bar, line, etc.)

Things to consider for your project Your infographic should (probably) use multiple types of visuals (organizational, representative, decorative, etc.) The interesting trends occur when you look at multiple variables side by side Variable 1: Gender Variable 2: Income Variable: Time It’s ok to use multiple visuals to tell your story. You don’t have to accomplish it all with one visual