Data Analyst

Dataset-wide patterns across every synced application and submission, plus pipeline/ETL health. Figures reflect whatever has been processed so far — see each card's note for what's still partial.

Pipeline health

Latest run per stage, and how much of the backlog (document downloads, submission processing) is still outstanding.

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Objection / support volume over time

Processed submissions, grouped by the month their application was lodged.

Themes raised

Keys present in submissions.themes across all processed submissions.

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Where objections come from (site address)

Suburbs of the development site itself, ranked by submission volume (min. 5 submissions).

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Where objectors/supporters live

Suburb the submitter gave (street-level approximate, no house numbers — min. 5 submissions).

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Repeat applicants

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Net submission stance vs. decision

By application type: does a net-objection or net-support application actually get approved or refused more often?

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