# CattleWeight AI > CattleWeight AI builds contactless cattle weight estimation and market intelligence for ranchers, feedlots, processors, and agtech partners. CattleWeight AI combines LiDAR-based cattle weight estimation with practical livestock management resources. Cattle Market Pulse is a free cattle market dashboard that connects prices, weight classes, feed pressure, crop inputs, weather risk, trade, policy, disease alerts, historical lead-lag drivers, scenario models, and regional market context. ## Core Pages - [Homepage](https://cattleweightestimation.com/): CattleWeight AI product overview, early access path, and partnership entry point. - [Cattle Market Pulse](https://cattleweightestimation.com/market-pulse): Free cattle, dairy, crop, feed, weather, disease, trade, and policy intelligence by region, built around source evidence, geo market nodes, historical lead-lag drivers, scenario models, and producer decisions. - [Cattle Market Pulse Data Feed](https://cattleweightestimation.com/market-pulse/data.json): Machine-readable JSON feed for localized regional market briefs, current cattle market reports, market signals, source evidence links, historical drivers, geo market nodes, scenario models, weather/feed notes, disease notes, trade/policy notes, and source families. - [Cattle Market Pulse Daily Briefing JSON](https://cattleweightestimation.com/market-pulse/daily-briefing.json): Region-filtered JSON briefing for today's cattle, dairy, feed, weather, disease, trade, and farm-market changes. It returns ranked changes, producer actions, public sources, historical drivers, scenarios, and local markets. - [Cattle Market Pulse Daily Briefing Markdown](https://cattleweightestimation.com/market-pulse/daily-briefing.md): Plain-text daily regional market brief for readers, feed automation, and direct citation. - [Cattle Market Pulse Daily Briefing RSS](https://cattleweightestimation.com/market-pulse/daily-briefing.xml): RSS feed of the top daily market changes for the selected region, sector, and language. - [Cattle Market Pulse Market Wire JSON](https://cattleweightestimation.com/market-pulse/wire.json): Region-filtered daily wire for current cattle-market news, reports, public data, driver impacts, time signals, watch-next clusters, evidence links, historical patterns, scenarios, and producer moves. - [Cattle Market Pulse Market Wire Markdown](https://cattleweightestimation.com/market-pulse/wire.md): Plain-text daily regional market wire for direct citation, with query filters such as ?region=latin-america&lang=pt. - [Cattle Market Pulse Weekly Intelligence JSON](https://cattleweightestimation.com/market-pulse/weekly-intelligence.json): Region-filtered weekly issue combining market moves, producer actions, scenarios, historical patterns, local market boards, decision traces, and citable evidence. - [Cattle Market Pulse Weekly Intelligence Markdown](https://cattleweightestimation.com/market-pulse/weekly-intelligence.md): Plain-text weekly regional market issue with query filters such as ?region=latin-america§or=feed&lang=pt. - [Cattle Market Pulse Search](https://cattleweightestimation.com/market-pulse/search.json): Region-filtered search across daily briefs, local boards, decision traces, public sources, current evidence, scenarios, historical rules, and producer actions. - [Cattle Market Pulse Decision Cockpit JSON](https://cattleweightestimation.com/market-pulse/decision-cockpit.json): Region-filtered producer decision cockpit for sell/hold, forage, feed, disease, trade, input-cost, and dairy-margin questions. It returns current evidence, public source families, source graph links, historical rules, scenarios, decision chains, and actions. - [Cattle Market Pulse Decision Cockpit Markdown](https://cattleweightestimation.com/market-pulse/decision-cockpit.md): Readable producer decision brief for direct citation, with active question, current signals, producer action, source families, past pattern, scenario tests, and source-to-decision routes. - [Cattle Market Pulse Decision Readiness](https://cattleweightestimation.com/market-pulse/decision-readiness.json): Region-filtered readiness board that ranks producer decisions as ready, watch, or thin using current market evidence, historical patterns, scenarios, local markets, and next checks. - [Cattle Market Pulse Impact Matrix](https://cattleweightestimation.com/market-pulse/impact-matrix.json): Region-filtered source-to-action matrix grouped by price, feed, weather, disease, trade, input-cost, dairy, macro, and water pressure. It returns source, effect, history, scenario, evidence, and producer action for each path. - [Cattle Market Pulse Impact Graph JSON](https://cattleweightestimation.com/market-pulse/impact-graph.json): Region-filtered graph paths that explain source to current signal to market effect to past pattern to forward scenario to producer action. - [Cattle Market Pulse Impact Graph Markdown](https://cattleweightestimation.com/market-pulse/impact-graph.md): Plain-text impact paths for direct citation, with query filters such as ?region=latin-america§or=feed&lang=es. - [Cattle Market Pulse Geo Workbench JSON](https://cattleweightestimation.com/market-pulse/geo-workbench.json): Selected-market workbench for one geography. It returns map nodes, coordinates, evidence, source families, local market links, historical drivers, scenario pressure, a signal-to-action chain, and producer actions. - [Cattle Market Pulse Geo Workbench Markdown](https://cattleweightestimation.com/market-pulse/geo-workbench.md): Plain-text selected-market workbench for direct citation, with query filters such as ?region=latin-america&geoNode=mato-grosso§or=beef&lang=pt. - [Cattle Market Pulse Source Fusion](https://cattleweightestimation.com/market-pulse/source-fusion.json): Region-filtered source-layer feed that connects country source targets to live evidence, source graph edges, historical drivers, scenarios, local markets, and producer actions. - [Cattle Market Pulse Evidence Graph](https://cattleweightestimation.com/market-pulse/source-graph.json): Region-filtered graph that connects market feed layers to current evidence, source evidence links, historical lead-lag patterns, scenarios, local markets, and producer decisions. - [Cattle Market Pulse Forecast Memory](https://cattleweightestimation.com/market-pulse/forecast-memory.json): Region-filtered forecast memory that matches current signals to historical lead-lag patterns, stored scenario pressure, run memory, public evidence, and producer actions. - [Cattle Market Pulse Scenario Ensemble](https://cattleweightestimation.com/market-pulse/scenario-ensemble.json): Region-filtered shock portfolio that ranks cattle, dairy, feed, crop, weather, disease, trade, water, policy, and farm-input scenarios by current evidence, source coverage, history, stress outputs, and producer actions. - [Cattle Market Pulse Operations Pulse](https://cattleweightestimation.com/market-pulse/operations-pulse.json): Region-filtered daily pulse for beef, dairy, feed/crop, and mixed farms. It condenses market changes, public evidence, historical rules, scenarios, tradeoffs, and producer actions into a short operational read. - [Cattle Market Pulse Confidence Board](https://cattleweightestimation.com/market-pulse/confidence.json): Region-filtered signal-confidence feed that explains which public source layers are strong, watchlisted, or thin, and what each layer means before sale, feed, dairy, water, trade, disease, and finance decisions. - [Cattle Market Pulse Shock Watch](https://cattleweightestimation.com/market-pulse/shock-watch.json): Region-filtered JSON monitor for trade, disease, weather, policy, logistics, feed, macro, freight, and public-news shocks connected to producer actions, scenarios, history, source families, and source graph edges. - [Cattle Market Pulse Shock Watch Markdown](https://cattleweightestimation.com/market-pulse/shock-watch.md): Readable shock monitor for quoting what changed, what to watch, producer action, scenarios, and latest evidence. - [Cattle Market Pulse Market Calendar](https://cattleweightestimation.com/market-pulse/calendar.json): Region-filtered JSON calendar that ranks what to review today, this week, in the next 30 days, and when event-driven alerts arrive before sale, feed, health, movement, or coverage decisions. - [Cattle Market Pulse Operation Playbooks](https://cattleweightestimation.com/market-pulse/playbooks.json): Region-filtered JSON playbooks for beef, dairy, feed/crop, and mixed farms. It turns public evidence, market events, driver impacts, historical rules, and scenarios into producer actions. - [Cattle Market Pulse Intelligence Briefs](https://cattleweightestimation.com/market-pulse/briefs.json): Compact JSON briefs that can be filtered by region, sector, and language. Each brief connects a producer question to evidence, public source families, source graph edges, historical drivers, and scenarios. - [Cattle Market Pulse Source Graph](https://cattleweightestimation.com/market-pulse/graph.json): Compact JSON graph filtered by region, sector, and language. It connects public source families to current signals, causal source links, historical drivers, scenarios, and producer actions. - [Cattle Market Pulse Knowledge Graph](https://cattleweightestimation.com/market-pulse/knowledge-graph.json): Unified JSON graph filtered by region, sector, node kind, source, category, search, and language. It connects source families, source targets, live evidence, historical drivers, scenarios, geo markets, local markets, and producer decisions. - [Cattle Market Pulse History Archive](https://cattleweightestimation.com/market-pulse/history.json): Citable JSON run archive filtered by region, sector, source, scenario, and language. It shows how source coverage, graph density, market events, source health, and scenario pressure changed across stored updates. - [Cattle Market Pulse Scenario Tests](https://cattleweightestimation.com/market-pulse/scenarios.json): Compact JSON scenario stress tests filtered by region, sector, scenario, language, and intensity. It returns stress outputs, evidence, historical drivers, source graph links, and producer actions. - [Cattle Market Pulse Source Catalog](https://cattleweightestimation.com/market-pulse/sources.json): Compact JSON source catalog filtered by region, sector, category, status, priority, search, and language. It exposes mapped source families, source health, current evidence counts, graph links, and discovery targets. - [Cattle Market Pulse Geographies](https://cattleweightestimation.com/market-pulse/geographies.json): Compact JSON geo-market feed filtered by region, sector, search, and language. It exposes market nodes, coordinates, local risks, producer decisions, evidence, source graph links, historical drivers, and scenarios. - [Cattle Market Pulse Data Library](https://cattleweightestimation.com/market-pulse/data-library.json): Decision-first JSON market data library filtered by region, search, language, sector, status, and country. It exposes country market layers, producer questions, daily decision use, current evidence, impact routes, historical patterns, scenarios, and local markets. - [Cattle Market Pulse Data Library Markdown](https://cattleweightestimation.com/market-pulse/data-library.md): Readable Markdown market data library for quoting regional data layers and producer actions. - [Cattle Market Pulse Source Atlas](https://cattleweightestimation.com/market-pulse/source-atlas.json): Full JSON source atlas filtered by region, country, sector, category, status, priority, source class, search, and language. It exposes thousands of country/source-layer targets with related source families, graph edges, historical drivers, scenarios, geographies, and decision coverage. - [Cattle Market Pulse Local Markets](https://cattleweightestimation.com/market-pulse/local-markets.json): Compact JSON local-market atlas filtered by region, country, sector, kind, search, and language. It exposes country boards, pasture basins, feed belts, dairy belts, and trade corridors with producer decisions, watch signals, public source layers, historical drivers, and scenarios. - [Cattle Market Pulse Local Boards](https://cattleweightestimation.com/market-pulse/local-boards.json): Daily country, pasture-basin, feed-belt, dairy-belt, and trade-corridor boards with local actions, public source layers, current evidence, source graph links, historical rules, and scenarios. - [Cattle Market Pulse Decision Traces](https://cattleweightestimation.com/market-pulse/decision-traces.json): Source-to-action traces that connect public sources, current signals, causal drivers, historical lead-lag rules, forward scenarios, evidence rows, and producer actions. - [Cattle Weight Calculator](https://cattleweightestimation.com/cattle-weight-calculator): Cattle weight estimation calculator and educational resource. - [Body Condition Score Calculator](https://cattleweightestimation.com/bcs-calculator): Body condition score calculator for cattle and livestock management. - [Blog](https://cattleweightestimation.com/blog): Cattle weight, livestock management, body condition score, and ranch technology articles. ## Market Intelligence - [Cattle Market Pulse](https://cattleweightestimation.com/market-pulse): Answers questions about cattle market dashboards, dairy and crop/feed pressure, feeder value by weight class, regional market reads, weather and feed pressure, trade policy, animal health risk, source evidence drivers, historical lead-lag signals, scenario outcomes, geo market nodes, and producer decision notes. - [Cattle Market Pulse JSON](https://cattleweightestimation.com/market-pulse/data.json): Best endpoint for agents that need normalized Cattle Market Pulse facts without parsing visual charts. - [Cattle Market Pulse Daily Briefing JSON](https://cattleweightestimation.com/market-pulse/daily-briefing.json): Best endpoint for daily regional market questions, with query filters such as ?region=latin-america§or=feed&lang=pt. - [Cattle Market Pulse Daily Briefing Markdown](https://cattleweightestimation.com/market-pulse/daily-briefing.md): Best readable endpoint for a daily regional market brief, with query filters such as ?region=latin-america§or=feed&lang=pt. - [Cattle Market Pulse Daily Briefing RSS](https://cattleweightestimation.com/market-pulse/daily-briefing.xml): Best subscription endpoint for daily regional market changes, with query filters such as ?region=latin-america§or=feed&lang=pt. - [Cattle Market Pulse Market Wire JSON](https://cattleweightestimation.com/market-pulse/wire.json): Best endpoint for current daily market changes by region, with query filters such as ?region=latin-america&lang=pt. - [Cattle Market Pulse Market Wire Markdown](https://cattleweightestimation.com/market-pulse/wire.md): Best plain-text endpoint for quoting current regional cattle-market changes, with query filters such as ?region=latin-america&lang=es. - [Cattle Market Pulse Weekly Intelligence JSON](https://cattleweightestimation.com/market-pulse/weekly-intelligence.json): Weekly regional issue with market moves, producer checklist, scenario board, history-to-forecast patterns, local market boards, and decision traces. - [Cattle Market Pulse Weekly Intelligence Markdown](https://cattleweightestimation.com/market-pulse/weekly-intelligence.md): Readable weekly regional issue, with query filters such as ?region=latin-america§or=feed&lang=pt. - [Cattle Market Pulse Search JSON](https://cattleweightestimation.com/market-pulse/search.json): Best endpoint for query-style regional market questions, with query filters such as ?region=latin-america&q=Brazil%20feed&lang=pt. - [Cattle Market Pulse Decision Cockpit JSON](https://cattleweightestimation.com/market-pulse/decision-cockpit.json): Best structured endpoint for producer decision questions, with query filters such as ?region=latin-america&lens=dairy-cull-margin&lang=pt. - [Cattle Market Pulse Decision Cockpit Markdown](https://cattleweightestimation.com/market-pulse/decision-cockpit.md): Best readable endpoint for quoting producer decision answers, with query filters such as ?region=latin-america&lens=forage-water-pressure&lang=es. - [Cattle Market Pulse Decision Readiness JSON](https://cattleweightestimation.com/market-pulse/decision-readiness.json): Best endpoint for asking whether a regional producer decision is ready, watchlisted, or thin, with query filters such as ?region=latin-america§or=feed&lang=es. - [Cattle Market Pulse Impact Matrix JSON](https://cattleweightestimation.com/market-pulse/impact-matrix.json): Best endpoint for source-to-action pressure questions, with query filters such as ?region=latin-america&pressure=feed&lang=pt. - [Cattle Market Pulse Impact Graph JSON](https://cattleweightestimation.com/market-pulse/impact-graph.json): Best endpoint for explaining how current public data affects future cattle, dairy, feed, crop, health, trade, or weather decisions. - [Cattle Market Pulse Impact Graph Markdown](https://cattleweightestimation.com/market-pulse/impact-graph.md): Best readable endpoint for quoting source-to-future impact paths. - [Cattle Market Pulse Geo Workbench JSON](https://cattleweightestimation.com/market-pulse/geo-workbench.json): Best endpoint for a specific geography such as Mato Grosso, Northern Mexico, Queensland, Pampas, or Waikato, with query filters such as ?region=latin-america&geoNode=mato-grosso§or=beef&lang=pt. - [Cattle Market Pulse Geo Workbench Markdown](https://cattleweightestimation.com/market-pulse/geo-workbench.md): Best readable endpoint for quoting a selected market node, its current evidence, past pattern, forward scenario, and producer action. - [Cattle Market Pulse Source Fusion JSON](https://cattleweightestimation.com/market-pulse/source-fusion.json): Best endpoint for questions about which public source layers back a regional producer decision, with query filters such as ?region=latin-america§or=dairy&sourceClass=trade-flow&lang=pt. - [Cattle Market Pulse Evidence Graph JSON](https://cattleweightestimation.com/market-pulse/source-graph.json): Best endpoint for traversing market feed to evidence to history to scenario to producer decision, with query filters such as ?region=latin-america§or=dairy&lang=pt&limit=500. - [Cattle Market Pulse Forecast Memory JSON](https://cattleweightestimation.com/market-pulse/forecast-memory.json): Best endpoint for questions about how current market signals compare with past patterns and what producers should watch next, with query filters such as ?region=latin-america§or=feed&lang=es. - [Cattle Market Pulse Scenario Ensemble JSON](https://cattleweightestimation.com/market-pulse/scenario-ensemble.json): Best endpoint for questions about which market shocks matter most now, with query filters such as ?region=latin-america§or=feed&lang=es. - [Cattle Market Pulse Operations Pulse JSON](https://cattleweightestimation.com/market-pulse/operations-pulse.json): Best endpoint for short daily beef, dairy, feed/crop, and mixed-farm operation questions, with query filters such as ?region=latin-america&operation=feed-crop&lang=pt. - [Cattle Market Pulse Confidence Board JSON](https://cattleweightestimation.com/market-pulse/confidence.json): Best endpoint for questions about whether a regional market signal is strongly supported, watchlisted, or thin, with query filters such as ?region=latin-america&lang=es. - [Cattle Market Pulse Shock Watch JSON](https://cattleweightestimation.com/market-pulse/shock-watch.json): Best endpoint for questions about market shocks, disease alerts, weather disruption, trade policy, freight, input costs, and geopolitical risk, with query filters such as ?region=latin-america§or=feed&lang=es. - [Cattle Market Pulse Shock Watch Markdown](https://cattleweightestimation.com/market-pulse/shock-watch.md): Best readable endpoint for quoting current market shocks, producer actions, historical patterns, and scenarios, with query filters such as ?region=latin-america§or=feed&lang=es. - [Cattle Market Pulse Market Calendar JSON](https://cattleweightestimation.com/market-pulse/calendar.json): Best endpoint for questions about what producers should check today, this week, next 30 days, or after event-driven alerts, with query filters such as ?region=latin-america§or=feed&window=today&lang=es. - [Cattle Market Pulse Operation Playbooks JSON](https://cattleweightestimation.com/market-pulse/playbooks.json): Best endpoint for beef, dairy, feed/crop, and mixed-farm action questions, with query filters such as ?region=latin-america&operation=feed-crop&lang=pt. - [Cattle Market Pulse Briefs JSON](https://cattleweightestimation.com/market-pulse/briefs.json): Best endpoint for concise citable regional answers, with query filters such as ?region=latin-america§or=dairy&lang=es. - [Cattle Market Pulse Graph JSON](https://cattleweightestimation.com/market-pulse/graph.json): Best endpoint for source-to-scenario causal chains, with query filters such as ?region=north-america§or=beef&lang=en. - [Cattle Market Pulse Knowledge Graph JSON](https://cattleweightestimation.com/market-pulse/knowledge-graph.json): Best endpoint for traversing source families, country source layers, live observations, driver impacts, market events, historical lead-lag drivers, scenarios, geo markets, local markets, and producer decisions. - [Cattle Market Pulse History Archive JSON](https://cattleweightestimation.com/market-pulse/history.json): Best endpoint for comparing stored update runs, source activity, source errors, graph growth, region evidence, and scenario pressure over time. - [Cattle Market Pulse Scenarios JSON](https://cattleweightestimation.com/market-pulse/scenarios.json): Best endpoint for scenario stress tests, with query filters such as ?region=latin-america&scenario=milk-margin-squeeze&lang=es&intensity=60. - [Cattle Market Pulse Sources JSON](https://cattleweightestimation.com/market-pulse/sources.json): Best endpoint for source coverage and connector readiness, with query filters such as ?region=latin-america§or=dairy&status=live&lang=es. - [Cattle Market Pulse Geographies JSON](https://cattleweightestimation.com/market-pulse/geographies.json): Best endpoint for local market-node answers, with query filters such as ?region=latin-america§or=dairy&lang=es. - [Cattle Market Pulse Geo Workbench JSON](https://cattleweightestimation.com/market-pulse/geo-workbench.json): Best endpoint for selected-market workbench answers, with query filters such as ?region=latin-america&geoNode=northern-mexico§or=feed&lang=es. - [Cattle Market Pulse Data Library JSON](https://cattleweightestimation.com/market-pulse/data-library.json): Best endpoint for asking which regional market layers a cattle producer should watch, with query filters such as ?region=latin-america&q=Brazil%20feed&lang=pt. - [Cattle Market Pulse Data Library Markdown](https://cattleweightestimation.com/market-pulse/data-library.md): Best readable endpoint for quoting regional market layers, current reads, and producer actions, with query filters such as ?region=latin-america&q=drought&lang=es. - [Cattle Market Pulse Source Atlas JSON](https://cattleweightestimation.com/market-pulse/source-atlas.json): Best endpoint for source-scale atlas queries, with query filters such as ?region=latin-america§or=dairy&lang=es&limit=5000. - [Cattle Market Pulse Local Markets JSON](https://cattleweightestimation.com/market-pulse/local-markets.json): Best endpoint for country, basin, feed-belt, dairy-belt, and trade-corridor answers, with query filters such as ?region=latin-america&country=Brazil&lang=pt. - [Cattle Market Pulse Local Boards JSON](https://cattleweightestimation.com/market-pulse/local-boards.json): Best endpoint for daily local market action boards, with query filters such as ?region=latin-america&country=BR&lang=pt. - [Cattle Market Pulse Decision Traces JSON](https://cattleweightestimation.com/market-pulse/decision-traces.json): Best endpoint for explaining how current public data affects future producer decisions, with query filters such as ?region=latin-america§or=feed&lang=es. ## Current Update Snapshot Cattle Market Pulse refreshed its public update snapshot at 2026-06-06T11:33:23.605Z. The current snapshot contains 617 live public observations, 614 live driver impacts, 7 temporal baseline signals, and 189 current cattle market reports across 45 successful live source families, with a source window from 2026-05-28 to 2026-06-03. The current evidence map includes 151 decision paths, 8 decision lenses, and 9280 intelligence relationships linking public source families to signals, regions, sectors, geo nodes, drivers, scenarios, and producer actions. Current live official data layers include NASA POWER weather, USDA NASS official cattle/feedlot/slaughter/milk/crop/pasture report observations, USDA WASDE monthly feed/beef/dairy balance sheets, USDA FAS PSD cattle/beef/dairy/feed country balance sheets, USDA FAS Export Sales Reporting, WFP VAM physical-market food prices, World Bank commodity prices, FAOSTAT production baselines, FAO Food Price Index monthly food/meat/dairy/cereal/oil/sugar indices (30 live FAO food-price observations), Eurostat livestock and milk structure, EU Milk Market Observatory, MLA Australia cattle prices, USDA AMS market reports, USDA APHIS animal-health notices, BLS input prices, EIA diesel, USGS water, IBGE SIDRA, and Brazil Central Bank FX. ## Recent Articles - [Body Condition Score (BCS): Complete Guide for Cattle and Horses](https://cattleweightestimation.com/blog/body-condition-score-guide-cattle-horses): Learn how to assess and use Body Condition Score (BCS) to optimize livestock health, reproduction, and performance. Comprehensive guide covering both cattle and horses. - [Why Accurate Cattle Weight Matters for Your Bottom Line](https://cattleweightestimation.com/blog/why-accurate-cattle-weight-matters): Discover how precise weight measurements can increase your profitability by up to 15% through better pricing, health monitoring, and feed optimization. - [How LiDAR Technology Revolutionizes Cattle Weighing](https://cattleweightestimation.com/blog/lidar-technology-explained): Learn how the same technology used in self-driving cars is now helping ranchers get accurate cattle weights without scales or stress. - [Reduce Cattle Stress for Better Weight Gains](https://cattleweightestimation.com/blog/reduce-cattle-stress-better-gains): Stressed cattle gain weight slower and cost more to raise. Learn how contactless weighing eliminates a major source of stress in your operation. ## Source Notes Cattle Market Pulse maps 302037 public market series across 146 source families, 151 causal evidence links, 151 signal-to-action decision paths, 8 decision lenses, 12 historical driver models, and 20 geo market nodes. The local market atlas has 515 country, basin, belt, and corridor nodes across 103 countries. The regional coverage atlas has 5 regions and 20 geography nodes. The intelligence map contains 792 nodes and 9280 relationships, including 591 evidence-signal links, 1128 region links, 2126 sector links, 4673 geo links, 78 historical-driver links, 80 scenario links, and 604 decision-path links. The regional market atlas covers 103 countries and 4017 public feed targets, with 229175 estimated public tables or series for live regional market updates. The source registry currently has 43 live connector families, 17 API-ready families, 5 key-required families, 79 parser-needed families, and 2 licensed-data families. Source families include USDA, NOAA, NASA, NRCS, Copernicus, FAO, OECD-FAO, UN Comtrade, World Bank, IMF, FRED, BLS, GDELT, Statistics Canada, Agriculture Canada, CEPEA/ESALQ, IBGE SIDRA, CONAB, Brazil MAPA, Brazil ANA HidroWeb/SNIRH, Brazil CEMADEN, Argentina SMN, Bolsa de Comercio de Rosario, Chile ODEPA, Mexico SIAP/SNIIM/CONAGUA, Colombia AGRONET, Uruguay SNIG, Peru MIDAGRI SISAP, MLA, ABARES, BOM, Stats NZ, EU Agri-food, Eurostat, WOAH WAHIS, USDA APHIS, FEWS NET, WFP VAM, FAO GIEWS, national statistics offices, and country livestock ministries. The first regional dashboards are North America, Latin America, Oceania, Europe, and Africa + Asia.