Prebuilt dataset packs

AI-ready signal packs powered by SourceFusion.

DeepWave packages fragmented public and unconventional data into governed CSV, RAG-ready JSONL, model-feature tables, API payloads, and data-quality outputs. These packs are the prebuilt signal products; custom SourceFusion processing handles documents, web pages, APIs, feeds, tables, and other source domains.

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Available packs

Evaluate coverage before procurement.

Each package includes visible sample records, RAG-ready chunks, schema, lineage fields, model features, data-quality fields, and an access path for account or private-offer procurement.

Location-window prediction features for DC Metro and selected metros

Extreme Weather Signal Dataset

Location-grained AI-ready dataset for extreme-weather prediction research. Each row combines forecast and alert evidence with historical, atmospheric, mobility, infrastructure, and activity context for heat, flooding, severe storms, high winds, tornadoes, tropical cyclones including hurricanes and typhoons, winter weather, and wildfire weather.

$397

Sample available Private package Exports unlock after payment confirmation

Weather researchers Restoration analysts Risk teams AI data teams

Full package includes

extreme_weather_fusion.csv
grid_cell_features.csv
rag_documents.jsonl
model_features.csv
source_records.csv
data_quality.csv

AI-ready because

Grid-cell rows combine time, place, official weather context, DeepWave feature layers, and quality fields.
Exports include RAG-ready JSONL, model_features.csv, source lineage, and package manifest.
Hazard coverage includes heat, flooding, severe storms, high winds, tornadoes, tropical cyclones, winter weather, and wildfire weather.

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Observation-first antimicrobial resistance dataset

Antimicrobial Resistance (AMR) Priority Pathogens Dataset

Curated One Health Antimicrobial Resistance (AMR) dataset organized by pathogen, antimicrobial, year, geography, source stream, evidence type, measured resistance, antibiotic-use pressure, susceptibility context, gene/marker evidence, source lineage, quality score, and limitations.

$497

Sample available Private package Exports unlock after payment confirmation

Public-health analysts Antimicrobial Resistance (AMR) researchers AI data teams Research consultants

Full package includes

amr_observations.csv
amr_source_connections.csv
antimicrobial_use_pressure.csv
rag_documents.jsonl
model_features.csv
source_records.csv

AI-ready because

Rows preserve pathogen, antimicrobial, geography, reporting period, denominator fields, and limitations.
Exports include RAG-ready JSONL, genotype/reference context, source lineage, and quality records.
Built for surveillance analytics, retrieval workflows, anomaly detection, and model features.

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Aviation-weather evidence for contrail research

Contrail Research Dataset

Curated contrail research dataset that organizes public flight, airport-weather, atmospheric, corridor, time-window, and observation evidence into AI-ready records with source quality and limitations.

$697

Sample available Private package Exports unlock after payment confirmation

Aviation-climate researchers Atmospheric analysts AI data teams Environmental consultants

Full package includes

contrail_integrated_observations.csv
flight_weather_context.csv
rag_documents.jsonl
model_features.csv
source_records.csv
data_quality.csv

AI-ready because

Corridor-time records join flight, aviation weather, atmospheric context, traffic, and visual-reference evidence.
Exports include RAG-ready JSONL, model_features.csv, source lineage, and quality fields.
Built for atmospheric research, retrieval workflows, and weather-adjacent feature engineering.

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Public Antimicrobial Resistance (AMR) evidence, markers, source lineage, and outbreak-watch scoring

Antimicrobial Resistance (AMR) Public Source Signal Dataset

AI-ready Antimicrobial Resistance (AMR) signal dataset that combines public resistance observations, genotype/resource evidence, literature metadata, sequence metadata, governance context, source lineage, quality scoring, and limitations for source-grounded preparedness workflows.

$397

Sample available Private package Exports unlock after payment confirmation

Antimicrobial Resistance (AMR) researchers Preparedness teams AI data teams Academic labs

Full package includes

amr_observations.csv
source_records.csv
genotype_markers.csv
literature_evidence.csv
source_lineage.csv
data_quality.csv

AI-ready because

Geo-time rows align weather, climate, agriculture, mobility, and AMR context by reporting period.
Exports include RAG-ready JSONL, model_features.csv, source lineage, and quality fields.
Built for correlation screening, retrieval workflows, and AI-ready enrichment.

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

PermitPulse Construction Activity Dataset

AI-ready dataset package for construction and permit-market analysis, with permit records, public-space permits, business-license context, local requests, public infrastructure repair records, geography, time, valuation/fee/unit/status fields, source lineage, quality fields, and retrieval-ready context.

$397

Sample available Private package Exports unlock after payment confirmation

Contractors Suppliers Market analysts Real estate investors

Full package includes

permit_observations.csv
project_activity_timeseries.csv
rag_documents.jsonl
model_features.csv
source_records.csv
data_quality.csv

AI-ready because

Rows normalize time, place, source family, entity labels, measurements, and limitations.
Exports include RAG-ready JSONL, model-feature tables, source lineage, and package manifest.
Built for retrieval workflows, analytics, forecasting, and enterprise data integration.

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Funding opportunities, awards, notices, and pursuit evidence

GrantSignal Funding Opportunities Dataset

AI-ready dataset package for public funding analysis, with open and forecasted grants, notices, award history, research funding, disaster funding, deadlines, amount evidence, geography, source lineage, quality fields, and retrieval-ready context.

$397

Sample available Private package Exports unlock after payment confirmation

Grant consultants Nonprofits Municipalities Research offices

Full package includes

funding_observations.csv
deadline_timeline.csv
rag_documents.jsonl
model_features.csv
source_records.csv
data_quality.csv

AI-ready because

Rows normalize time, place, source family, entity labels, measurements, and limitations.
Exports include RAG-ready JSONL, model-feature tables, source lineage, and package manifest.
Built for retrieval workflows, analytics, forecasting, and enterprise data integration.

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Need a different source domain?

Use SourceFusion for pages, files, feeds, APIs, and custom records.

Prebuilt packs are ready-made DeepWave datasets. SourceFusion processing is the engine for PDFs, reports, web pages, public APIs, source files, tables, geospatial/time-series data, RAG chunks, and model features.

Document pages

Documents

PDF, report, HTML, OCR, and web processing.

Records

Datasets

Normalized observations and source-linked rows.

Chunks

RAG

Retrieval-ready JSONL with metadata.

Feeds

Delivery

APIs, scheduled files, and private endpoints.

View SourceFusion pricing

Delivery

Files, APIs, data-quality records, and private marketplace offers.

Payment confirmation unlocks dataset exports. API feeds, dedicated refresh cadences, private endpoints, AWS Marketplace, and Azure Marketplace follow the selected product package.

Review

Open sample records and schema.

Provision

Use account access or private offer terms.

Unlock

Access CSV, JSONL, API JSON, and manifest files.

Integrate

Use in models, dashboards, and workflows.