chat notes
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chatnotes.md
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chatnotes.md
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S
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17:38
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chat
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S
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17:53
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https://apps.fas.usda.gov/opendatawebV2/#/signup
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For supply demand data
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S
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17:54
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Yahoo Finance API
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price data
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2️⃣ 🌱 Supply & Demand Reports
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USDA API → WASDE Report, Crop Production
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FAO API → Global Coffee Production & Trade Statistics
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https://www.fao.org/faostat/en/#home
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S
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17:56
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📈 Market Prices & Volume
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Yahoo Finance API → Coffee Futures Prices (KC=F)
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Alpha Vantage API → Market Data
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🌱 Supply & Demand Reports
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USDA API → WASDE Report, Crop Production
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FAO API → Global Coffee Production
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💵 Macroeconomic Indicators
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FRED API → Interest rates, Inflation, Employment
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EIA API → Fuel Prices for Transportation
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📝 Options Positioning & Futures Sentiment
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CFTC COT Data → Commitment of Traders Report (CFTC)
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Barchart API → Options Sentiment & Futures Positioning (Free Tier Available)
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CBOE → Put/Call Ratios (via Web Scraping)
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⛅ Weather Data (Affects Coffee Crop Yields)
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OpenWeatherMap API → Real-Time Weather for Coffee Regions
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NOAA API → Historical Climate Trends
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📦 Coffee Supply Chain Data
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ICE US Futures Data → Coffee Warehouse Stocks (via Web Scraping)
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S
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18:01
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https://www.cftc.gov/MarketReports/CommitmentsofTraders/index.htm
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S
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18:05
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📦 Major Commodity Market Categories
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🔹 1. Energy
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WTI Crude (CME NYMEX)
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Brent Crude (ICE Futures Europe)
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Natural Gas (CME NYMEX)
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RBOB Gasoline
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Heating Oil
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EUA/UKA Carbon Futures (ICE ENDEX)
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✅ ~6 Major Energy Contracts
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🌾 2. Agricultural & Soft Commodities
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🥖 Grains & Oilseeds (CME CBOT)
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Corn
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Wheat (SRW, HRW, Spring)
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Soybeans (+ soybean meal, oil)
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Oats
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Rough Rice
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☕ Softs (ICE US)
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Coffee
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Cocoa
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Sugar
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Cotton
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Orange Juice
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✅ ~12 Major Agri/Soft Contracts
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🛢️ 3. Metals
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🪙 Precious (COMEX, CME, TOCOM)
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Gold
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Silver
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Platinum
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Palladium
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🏗️ Industrial (COMEX, LME)
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Copper
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Aluminum (LME)
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Zinc
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Nickel
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Tin
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Lead
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✅ ~10 Major Metal Markets
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🧾 4. Environmental Markets
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EUA (European Union Allowances) – ICE ENDEX
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UKA (UK Carbon Allowances) – ICE FUTURES EUROPE
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California Carbon Allowances (CCA) – ICE US
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✅ ~3–4 liquid environmental futures
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S
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18:06
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🏛️ 5. Financial Commodities (Index Futures)
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While not physical commodities, index futures often traded alongside:
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S&P 500 / E-mini / Micro
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NASDAQ (NQ)
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Dow (YM)
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DAX (Eurex)
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STOXX 50 (Eurex)
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✅ ~5 traded “commodity-like” index futures
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📊 Estimated Count of Major Commodity Markets
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Category Estimated Major Contracts
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Energy 6
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Agriculture / Softs 12
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Metals 10
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Environmental/Carbon 4
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Financial/Index Futures 5
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🎯 Total: ~35–40 major commodity markets traded globally on public exchanges.
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You
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18:19
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https://git-scm.com
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Hover over a message to pin it
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keep
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S
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18:31
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🌍 2. NASA Harvest / GES DISC / LP DAAC
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NASA’s contribution to agriculture & food security monitoring.
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✅ Products:
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MODIS, VIIRS, SMAP, and Landsat 8/9
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Crop phenology, yield models
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NDVI, surface temperature, soil moisture
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🔗 API / Tools:
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NASA Earthdata Search
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LP DAAC APIs (MODIS, SMAP)
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GES DISC APIs
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✅ Great for global-scale crop health tracking.
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🛰️ 3. Planet API (Commercial, High-Res)
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Daily 3–5m resolution satellite imagery. Used by hedge funds, agri-tech, & analysts.
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✅ Features:
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3m resolution imagery
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Near real-time crop monitoring
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Field-level yield prediction
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Cloud-free composite generation
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🔗 API: https://developers.planet.com/docs/
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Python SDK available
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📦 Free trial available; paid plans for large-scale use.
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🧠 4. OpenET API (Evapotranspiration & Irrigation)
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Track crop water use via satellite — vital for yield and drought analysis.
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✅ Data:
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Landsat-based evapotranspiration (ET)
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Available for western U.S. and expanding
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🔗 https://openetdata.org/api
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🌐 5. Gro Intelligence API (Crop Forecasts + Satellite Fusion)
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Commercial API aggregating satellite, weather, economics & trade data.
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Global crop forecasts
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Custom yield models
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Soil/climate overlays
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🔗 https://gro-intelligence.com
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💰 Requires subscription but highly respected.
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🛰️ 6. Radiant Earth / Sentinel API (AI + Satellite for Crops)
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AI-ready satellite imagery datasets for crop classification.
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Public datasets for machine learning
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Available through Radiant MLHub
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🔗 https://www.radiant.earth/
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Startup
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