One survey. Five ways into the question.
We know the risk.
Life is the complicated part.
Follow the survey from recognition to routine, then back to a day outdoors.
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Methods and limits
Source: CDC/NCHS Rapid Surveys System, Round 1, August 2023. Total sample: 7,599 U.S. adults. Analysis weight: WEIGHT_M1.
All percentages apply the analysis weight to valid responses for the specified measure or subgroup. Missing, refused, and unknown responses are excluded from each denominator.
The use questions refer to being outdoors in the sun during warm weather. Face use excludes makeup or moisturizer containing sunscreen.
Interpretation
This is a cross-sectional self-report survey. It cannot establish individual change over time, causal effects, actual reapplication counts, shade use, sunburn occurrence, or product effectiveness.
Confidence intervals and significance tests are not shown. Differences are descriptive. Coverage and nonresponse bias may remain after weighting.
Beach characters are decorative illustrations, not respondents. The 100-icon arrays represent rounded percentages; skin color never encodes data.
Official codebook
Public-use dataset (CSV)
Survey design and weighting
CDC sunscreen overview
Behind the visualization
A beach story, grounded in survey data.
This existing dataset connects beliefs, reported sunscreen use, and purchase considerations to a thesis about enjoyable outdoor experiences. It offers patterns to investigate through interviews, rather than explanations for individual choices.
01 / PROPORTION100-icon arrays
Make the share of adults easy to grasp. A fresh array marks the subgroup change; exact labels accompany rounded icon counts.
02 / COMPARISONAligned bars
Make product priorities and subgroup differences easier to compare. Separate ratings are not parts of one whole, so a pie chart would mislead.
03 / NARRATIVEScroll-led sequence
An estimate-and-reveal interaction, response regrouping, and chapter transitions let readers explore the findings. A funnel was not selected because these data do not track people over time.
Interaction references: The Pudding: A Love Story and Growing Up With K-Pop. Original artwork and story retained for this project.
Illustration: AI-generated for this project using user-supplied visual references. Decorative scene only.
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