Data Analyst

Statistical reasoning

Owns analytical SoQL — deltas (yoy/qoq/mom), percentiles, correlations across datasets, top-N with ties broken. Returns structured findings + viz spec + confidence + caveats.

Triggered by orchestrator (delegate_to)on-demand

What this agent actually does, step by step.

01
Receives (query, dataset_ids[], context) via callSpecialist()
02
Picks an analytical SoQL shape: count + group by, percentile_disc, year-over-year delta
03
Hits the cache layer first; falls through to live Socrata when stale
04
Computes confidence based on row count + null density
05
Surfaces caveats when columns have >20% nulls or values look bucketed
06
Returns envelope: { findings: [{text, value, unit, baseline}], viz_spec, confidence, caveats }

Inputs & outputs.

Inputs

· query: string
· dataset_ids: string[]
· context: object

Outputs

· AgentEnvelope with findings + viz_spec + confidence + caveats

Where this agent lives in the codebase.

app/lib/specialists.ts

Live TS implementation — dataAnalyst()

Last 12 runs that touched this agent.

auto-refresh 60s

07:49 PM
Show austin crash report data trend over the last 24 months by quarter render this to a Miro board
26 events · y2wy-tgr5
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07:49 PM
How does 311 volume in flood-prone zips compare to the last year? render this to a Miro board
18 events · xwdj-i9he
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07:48 PM
How do food inspection failures this year compare to last year? render this to a Miro board
11 events · ecmv-9xxi
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08:25 PM
Show dallas police active calls trend over the last 24 months by quarter
23 events · 9fxf-t2tr
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08:24 PM
Show austin crash report data trend over the last 24 months by quarter
24 events · y2wy-tgr5
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08:23 PM
Top 5 outliers in texas state expenditures by county 2024 this year
24 events · 2zpi-yjjs
Replay →
08:22 PM
Show texas state expenditures by county 2024 trend over the last 24 months by quarter
14 events · 2zpi-yjjs
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08:20 PM
Show dallas 311 service requests trend over the last 24 months by quarter
24 events · gc4d-8a49
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08:19 PM
Show crime reports trend over the last 24 months by quarter
22 events · fdj4-gpfu
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08:17 PM
Show active franchise tax permit holders trend over the last 24 months by quarter
20 events · 9cir-efmm
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08:16 PM
Top 5 outliers in mixed beverage gross receipts this year
22 events · naix-2893
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08:16 PM
Join mixed beverage gross receipts with code violations by zip for the same period
41 events · 6wtj-zbtb
Replay →