Survey Dashboard

Hover any bar or column for the underlying numbers. Use the filters to choose respondents; every statistic is recalculated for the selection.
≡ Hover any bar or column for details

At a glance

Headline figures for the current selection.

Distribution

The two dashed lines mark the median and the average; the key below the chart names each one.

Respondents Median Average

Distribution and average by group

Each group is shown twice: first a response-frequency chart (how many people gave each answer — the survey question is quoted at the top, blanks and N/A excluded), then the average within each group. Every group is shown. Only groups with 10 or more answers are tested for significance, and the hover text of a smaller group states this. A group with fewer than 30 answers is reported as different only when the difference is significant at the 99% confidence level and is at least a quarter of the range of the scale. Beneath each average chart, any differences between groups that are statistically significant at the 95% confidence level are stated in plain language. Where a grouped dimension supports it, you can switch between grouped and fully detailed categories — the charts, averages, and significance are recalculated together.

Multi-select responses

Single-choice questions show the share of respondents giving each answer; multi-select questions show the share of respondents picking each option (denominator = respondents who answered, so totals can exceed 100%); categorized write-in answers are interleaved with the question they belong to.

What’s linked to the main measure

Each row is one factor linked to the main measure. A bar to the right of the center line means that respondents with more of that factor tend to report a higher the main measure; a bar to the left means that they tend to report a lower one. A longer bar is a stronger link. A link means that the two answers tend to change together.

What the labels mean. Every link is rank-based and tie-corrected. Clear pattern = the link is statistically significant at the 95% confidence level and at least moderately strong (a standardized strength of 0.30 or more — |Spearman ρ| for ordinal factors, η² for group differences, or a normalized gap for yes/no flags). Likely pattern = statistically significant at the 95% confidence level, with a strength below 0.30. Only factors with a statistically significant link are listed. A teal bar is a link to a higher figure, and a coral bar is a link to a lower figure.

A bar to the right: a higher the main measure A bar to the left: a lower one

Key relationships in the data

The strongest statistically significant relationships in the current selection, each stated in one sentence. The median is the middle value. This list is recalculated when the filters change.

Attitudes

Each bar is centered on the middle of the answer “Neither agree nor disagree,” so a bar that extends farther to the left shows more disagreement, and a bar that extends farther to the right shows more agreement. The percentage of respondents who agree or strongly agree is shown at the right. Every figure describes the respondents in the current selection.

More from the survey

The remaining survey questions, so coverage is complete. Each shows the response distribution, and banded questions show an average beneath the title (averages use the midpoint of each band). Hover any bar for the count and percentage.

Additional questions

Single-choice questions show the share of respondents giving each answer; multi-select questions show the share picking each option; hover any bar for the count and percentage.

Categorized open-ended responses

Free-text questions, with every written answer sorted into a recurring theme. Categories were derived from reading all responses; each bar shows how many answers are in that theme and its share of those who answered. Hover any bar for the count and percentage.

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