Curated dataset package

Antimicrobial Resistance (AMR) Weather And Mobility Context Dataset

What weather, climate, agriculture, mobility, and AMR context can be joined by geography and reporting period?

Included package

Weather, pollinator, mobility, and AMR context layers

Preview shows mapped records, source mix, key fields, source URLs, and known limitations.

mapped records with source URLs latitude/longitude or source geography, observation dates, and reporting periods source lineage and limitations CSV/JSON or brief exports after purchase
Row grain

state/country + year/month + context layer + named measurement + source owner

Key fields in the package
source_stream record_id date location published_field published_value source_url limitation
Map preview

Mapped records by place and reporting period

Integrated dataset preview is capped until purchase.
DeepWave integrated dataset

Integrated dataset preview

DeepWave records include dates, locations, measured values or source-published status fields, source lineage, quality, and limitations from the integrated public-source package.

DeepWave record
Origin airport departures
2025 annual context
Alaska

Annual sum of T-100 origin-airport departures for a curated state airport set.

Departure volume is a mobility context variable, not an antimicrobial-resistance measurement or causal explanation.
Value and lineage
120904.0 departures
air mobility and flight-path exposure
Lineage: BTS T-100 Traffic Market data
DeepWave record
Origin airport freight
2025 annual context
Alaska

Annual sum of T-100 origin-airport freight pounds for a curated state airport set.

Freight volume is a mobility context variable only and should not be interpreted as AMR transport or exposure proof.
Value and lineage
5843130522.0 pounds
air mobility and flight-path exposure
Lineage: BTS T-100 Traffic Market data
DeepWave record
Origin airport passengers
2025 annual context
Alaska

Annual sum of T-100 origin-airport passengers for a curated state airport set.

Air mobility context supports correlation screening only. It does not prove organism movement, exposure pathway, travel-associated AMR acquisition, or transmission.
Value and lineage
3723579.0 passengers
air mobility and flight-path exposure
Lineage: BTS T-100 Traffic Market data
DeepWave record
Days with maximum temperature at or above 90 F
2025 annual context
Alaska

Count of days with daily maximum 2-meter air temperature at or above 90 F at the state centroid.

Heat-day context supports exploratory screening only. It is not an AMR event, patient exposure, or causal mechanism.
Value and lineage
0.0 days
weather and climate exposure
Lineage: Open-Meteo Historical Weather API
DeepWave record
Mean daily temperature
2025 annual context
Alaska

Annual mean of daily 2-meter air temperature at the state centroid from the Open-Meteo historical archive.

State-centroid weather context supports correlation screening only. It is not an official statewide climate normal, exposure measurement, patient record, or AMR causal finding.
Value and lineage
10.82 degrees Fahrenheit
weather and climate exposure
Lineage: Open-Meteo Historical Weather API
DeepWave record
Total annual precipitation
2025 annual context
Alaska

Annual sum of daily precipitation at the state centroid from the Open-Meteo historical archive.

State-centroid precipitation context supports correlation screening only. It is not an official statewide precipitation average or an AMR exposure-source measurement.
Value and lineage
80.43 inches
weather and climate exposure
Lineage: Open-Meteo Historical Weather API
DeepWave record
Wet days at or above 0.25 inches
2025 annual context
Alaska

Count of days with at least 0.25 inches of precipitation at the state centroid from the Open-Meteo historical archive.

Wet-day context supports exploratory screening only. It does not establish weather-driven antimicrobial resistance.
Value and lineage
91.0 days
weather and climate exposure
Lineage: Open-Meteo Historical Weather API
DeepWave record
Origin airport departures
2025 annual context
Alabama

Annual sum of T-100 origin-airport departures for a curated state airport set.

Departure volume is a mobility context variable, not an antimicrobial-resistance measurement or causal explanation.
Value and lineage
42315.0 departures
air mobility and flight-path exposure
Lineage: BTS T-100 Traffic Market data
DeepWave record
Origin airport freight
2025 annual context
Alabama

Annual sum of T-100 origin-airport freight pounds for a curated state airport set.

Freight volume is a mobility context variable only and should not be interpreted as AMR transport or exposure proof.
Value and lineage
51336762.0 pounds
air mobility and flight-path exposure
Lineage: BTS T-100 Traffic Market data
DeepWave record
Origin airport passengers
2025 annual context
Alabama

Annual sum of T-100 origin-airport passengers for a curated state airport set.

Air mobility context supports correlation screening only. It does not prove organism movement, exposure pathway, travel-associated AMR acquisition, or transmission.
Value and lineage
2843669.0 passengers
air mobility and flight-path exposure
Lineage: BTS T-100 Traffic Market data
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Use boundary

What this dataset should not be used for

causal claims about AMR; it is a joined context layer for screening and modeling