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Data

Counts, indicators, comparisons, and change over time

Use public data carefully. A count, rate, service total, spending figure, or housing outcome means little without its definition, geography, time period, and method.

San Francisco skyline silhouetted beneath a crimson sunset
Stu Berman / @stuinsf · Used with permission

The central data question is not simply “what is the number?” It is whether two numbers describe the same population, geography, period, and method well enough to support comparison.

Point-in-Time counts, HMIS service records, housing inventories, budgets, contracts, and program outcomes answer different questions. Bay Evidence keeps those distinctions visible.

Indicators

Definitions, units, source systems, update frequency, and limits for the measures used across Bay Evidence.

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Comparisons

Cross-county and cross-jurisdiction comparisons with clear warnings when measures are not directly comparable.

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Source Explorer

See how verified sources are distributed by year, publisher, geography, and broad source type.

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Downloads

Export the verified public source list as CSV or JSON for research and independent analysis.

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Data Quality

Understand revisions, exclusions, missing data, methodology changes, and limits on comparison.

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Geographic visualization will return only when Bay Evidence has an actual map product worth publishing. The former placeholder route now redirects here rather than presenting an unfinished room.