DATASET CATALOG

Swine risk datasets,
built on 27 years of farm data

Productivity, mortality, cost, and supply — packaged by analysis grain and buyer. Korean farm-level data is the moat; global data adds context.

N ≥ 10 anonymized Parquet · CSV · API weekly pipeline · annual grain
AVAILABLE
Korea Productivity & Cost Benchmark

Regional reproduction and cost benchmarks — PSY, MSY, NPD, farrowing rate, litter and per-account cost structure.

GRAIN · COVERAGE
region × year · 2018–2026
BEST FOR
Ag lenders, consultants, feed companies
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PREVIEW
Korea Mortality & Biosecurity 11yr

Eleven years of regional mortality, culling, abortion and reproductive-failure events. Longitudinal risk map — not replicable from public stats.

GRAIN · COVERAGE
region × year · 2015–2026
BEST FOR
Insurers, biosecurity, vet consulting
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PREVIEW
Global Pork Trade & Supply

Trade, supply-use balance and slaughter across major producing nations. Market context layer for global pork intelligence.

GRAIN · COVERAGE
country × year · 50+ countries
BEST FOR
Commodity traders, food companies
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Q3 2026
Korea Swine Monthly Risk

Monthly supply and mortality time series for sharper, in-season risk tracking. Built from daily-source extraction.

GRAIN · COVERAGE
region × month · 2020–2026
BEST FOR
Insurers, lenders, risk analysts
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Q3 2026
Global Feed & FX Driver Pack

Corn, soybean meal, FX and energy drivers — a companion context pack for cost and margin analysis.

GRAIN · COVERAGE
driver × date · 2000–2026
BEST FOR
Feed companies, hedging desks
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AVAILABLE
Global Pig Price & Market Pack

Monthly pig prices across 34 countries, monthly slaughter, inventory, and OECD-FAO outlook to 2034 — the price and forward-looking layer that FAO annual data lacks.

GRAIN · COVERAGE
country × month · 34 countries · 1990–2034
BEST FOR
Price analysts, traders, processors
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ON REQUEST
Custom Data Cut

Need a specific region, period, metric set, or delivery format? We package a custom cut from the same governed sources.

GRAIN · COVERAGE
your spec
BEST FOR
Enterprise, research, government
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LIVE PREVIEW

Korea Productivity & Cost Benchmark

A compact, high-signal annual benchmark — refined from farm-level production history, not a raw event feed. Built for risk screening, productivity comparison, and market intelligence.

Preview the signal below — the full 2018–2026 table is available on request.

Regional Productivity Index · 2023 · national avg = 100
Sejong124
Gyeongbuk123
Gangwon122
Gyeongnam110
Jeonbuk106
Gyeonggi99
Jeonnam98
Chungnam97
Chungbuk84
Jeju82

Indexed & rounded. A 40+ point spread between top and bottom regions — the gap is the signal.

Sample rows · 2023 · 10 regions · 8 of 35 columns
yearregionfarm_countavg_psyavg_lsyavg_npdfarrowing_%total_born
2023Sejong10252.3488214
2023Gyeongbuk50252.3428313
2023Gangwon11252.3418214
2023Gyeongnam44232.2477512
2023Jeonbuk82222.0447412
2023Gyeonggi97202.0556711
2023Jeonnam58202.1457312
2023Chungnam155201.9466711
2023Chungbuk36171.8616410
2023Jeju68171.8536310
Full dataset · quality & coverage
Grain  region × year Period  2018–2026 Columns  35 Coverage  Korea swine farm panel · 10 provinces Privacy  N ≥ 10 anonymized Refresh  weekly pipeline · annual grain Delivery  CSV · Parquet · API
Request full accessGet the complete 2018–2026 benchmark table.
View full data dictionary — all 35 columns
columngroupdefinitionnullable
yearkeyCalendar year (2018–2026)required
region_namekeyProvince name (10 regions)required
region_codekeyRegion coderequired
farm_countkeyNumber of farms aggregated (N≥10)required
avg_psyreproductionPigs weaned per sow per yearrequired
avg_lsyreproductionLitters per sow per yearrequired
avg_msyreproductionMarket hogs per sow per yearnullable
avg_npdreproductionNon-productive daysrequired
avg_farrowing_ratereproductionFarrowing rate (%)required
avg_total_bornreproductionTotal born per litterrequired
avg_weaned_pigletsreproductionWeaned piglets per litterrequired
avg_pre_weaning_mortalityreproductionPre-weaning mortality (%)nullable
avg_sow_culling_ratereproductionSow culling rate (%)required
avg_sow_countinventoryAverage sow count per farmrequired
total_sow_countinventoryTotal sow countrequired
death_countmortalityDeath eventsrequired
culling_countmortalityCulling eventsrequired
abortion_countmortalityAbortion eventsrequired
slaughter_countsupplySlaughter head countrequired
supply_tonssupplySupply volume (tons)required
avg_carcass_kgsupplyAverage carcass weight (kg)required
cost_feed_cost_krw_nationalcostFeed cost, national (KRW)required
cost_piglet_purchase_cost_krw_nationalcostPiglet purchase cost (KRW)required
cost_veterinary_drug_cost_krw_nationalcostVeterinary & drug cost (KRW)required
cost_utility_cost_krw_nationalcostUtility cost (KRW)required
cost_repair_cost_krw_nationalcostRepair cost (KRW)required
cost_depreciation_cost_krw_nationalcostDepreciation cost (KRW)required
cost_financial_cost_krw_nationalcostFinancial cost (KRW)required
cost_management_cost_krw_nationalcostManagement cost (KRW)required
cost_other_cost_krw_nationalcostOther cost (KRW)required
is_partial_yearmetaTrue if year is in progress (YTD)required
data_sourcemetaSource basis labelrequired
anonymizationmetaAnonymization rule (N≥10)required
built_atmetaBuild timestamprequired
dataset_versionmetaDataset versionrequired
Request full access Preview the signal. Request access to the full dataset.
KOREA × GLOBAL

How Korean and global data work together

We do not blend them into one predictive number — backtests showed those correlations are spurious. Instead, global data is a context layer and bundle around the Korean moat.

Moat — Korean farm data

27 years of farm-level production and mortality. The paid flagship — impossible to reconstruct from public statistics.

Context — global market

Where Korea sits in world trade, supply and price. Free / low-cost lead-gen, never sold as a prediction.

Bundle — Korea-in-Global

Korean flagship + global trade as a packaged bundle — kept as separate tables, never force-joined.

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