Curated dataset package

PermitPulse Construction Activity Dataset

Which permit, public-space, business, local-request, and repair records can be reused as a construction activity dataset?

View Map Preview Preview Records Pricing

Included package

Permit, project, license, and public-space activity evidence

Preview shows mapped records, source mix, key fields, source URLs, AI-ready export shape, and known limitations.

permit and public-space activity records business-license and local-request enrichment public infrastructure repair context RAG-ready JSONL, model-feature tables, and market rows with source links, dates, status, geography, valuation, fee, unit, or public-project amount

Row grain

jurisdiction + date + permit/project/license/request stream + valuation, fee, unit count, or status

Key fields in the package

permit_or_project_id issue_date status address_or_market_area activity_type valuation_fee_or_unit_count source_url adjacent_signal

AI-ready dataset

Prepared for RAG, model features, APIs, and governed delivery.

This is not a raw source dump. The package is structured, enriched, documented, and delivered with the files and metadata data teams need before moving it into production systems.

Structured for retrieval and modeling

Rows are normalized around jurisdiction + date + permit/project/license/request stream + valuation, fee, unit count, or status, with stable fields, source context, and reusable identifiers.

RAG-ready records

The package includes retrieval-ready JSONL with source text, metadata, geography, reporting period, and limitation context.

Model-feature outputs

Feature tables expose documented fields such as permit_or_project_id, issue_date, status, address_or_market_area, activity_type, valuation_fee_or_unit_count for analytics and workflow integration without publishing DeepWave scoring recipes.

Governed delivery

Schema, package manifest, data-quality records, source lineage, refresh cadence, and export files travel with the dataset.

Map preview

Mapped records by place and reporting period

Integrated dataset sample is capped until payment confirmation or private package access.

Preview records - not the full file

Preview of integrated_records.csv

This table shows 10 capped preview rows from integrated_records.csv. It is a preview of the export shape and sample records, not the full primary dataset file. Purchase unlocks the complete CSV/JSON package, source references, quality table, package manifest, and export-ready records. Public preview text intentionally withholds DeepWave scoring recipes.

source_record_id	reporting_period	location	source_stream	evidence_type	value_name	value	source_name	quality_score	limitations
`permitpulsedataset-preview-01`	2026-07-30 18:00 UTC	DC Metro central grid	construction activity preview	AI-ready preview row	construction_activity_signal	92 0-100 preview index	DC building permits - last 30 days	88/100	Use within the published source fields, dates, geography, license, and public-use limits.
`permitpulsedataset-preview-02`	2026-07-31 18:00 UTC	Arlington-Alexandria grid	construction activity preview	AI-ready preview row	construction_activity_signal	88 0-100 preview index	DC building permits - current year	87/100	Use within the published source fields, dates, geography, license, and public-use limits.
`permitpulsedataset-preview-03`	2026-08-01 18:00 UTC	Bethesda-Silver Spring grid	construction activity preview	AI-ready preview row	construction_activity_signal	84 0-100 preview index	DDOT construction and occupancy permits	86/100	Use within the published source fields, dates, geography, license, and public-use limits.
`permitpulsedataset-preview-04`	2026-08-02 18:00 UTC	Baltimore-Washington corridor	construction activity preview	AI-ready preview row	construction_activity_signal	80 0-100 preview index	DC active business license points	85/100	Use within the published source fields, dates, geography, license, and public-use limits.
`permitpulsedataset-preview-05`	2026-08-03 18:00 UTC	Dulles corridor	construction activity preview	AI-ready preview row	construction_activity_signal	76 0-100 preview index	OpenFEMA public assistance projects	84/100	Funding and recovery records are public context, not proof of open private opportunities.
`permitpulsedataset-preview-06`	2026-08-04 18:00 UTC	Prince George's County grid	construction activity preview	AI-ready preview row	construction_activity_signal	72 0-100 preview index	Census Building Permits Survey	83/100	Survey aggregates are not local buyer-intent records.
`permitpulsedataset-preview-07`	2026-08-05 18:00 UTC	Montgomery County grid	construction activity preview	AI-ready preview row	construction_activity_signal	68 0-100 preview index	Census ACS profile	82/100	ACS is baseline context, not permit evidence.
`permitpulsedataset-preview-08`	2026-08-06 18:00 UTC	Fairfax County grid	construction activity preview	AI-ready preview row	construction_activity_signal	64 0-100 preview index	SAM.gov contract opportunities	81/100	Portal access and API availability can vary.
`permitpulsedataset-preview-09`	2026-08-07 18:00 UTC	Richmond reference region	construction activity preview	AI-ready preview row	construction_activity_signal	60 0-100 preview index	DC building permits - last 30 days	80/100	Use within the published source fields, dates, geography, license, and public-use limits.
`permitpulsedataset-preview-10`	2026-08-08 18:00 UTC	Philadelphia reference region	construction activity preview	AI-ready preview row	construction_activity_signal	56 0-100 preview index	DC building permits - current year	79/100	Use within the published source fields, dates, geography, license, and public-use limits.

Use boundary

What this dataset should not be used for

unsupported claims beyond the linked public records and the published source fields