CLI-MAP SOURCE LIBRARY · ALL WLS SIGNAL SOURCES · EOSE LABS INC. · DAY 84
📡 SOURCE LIBRARY — EVERY DATA SOURCE IN THE SIGNAL STACK
VERIFIED SOURCES · FREE & OPEN · ALL 8 HELIXES
γ₁ = 14.134725141734693 · 45 SOURCES · FILTER BY HELIX · ALL FREE OR FREE TIER UNLESS NOTED
🌍 8 HELIXES📡 SOURCES📋 METHODOLOGY
ENERGYFREEMonthly
JODI Oil Database
https://jodidata.org
Country self-reported production — baseline for all energy analysis
ENERGYFREEMonthly
OPEC Monthly Oil Market Report
https://opec.org/opec_web/en/publications/338.htm
Official OPEC production + reserve figures
ENERGYFREEMonthly
EIA International Energy Data
https://eia.gov/international/data/world
US EIA — most comprehensive free energy database
ENERGYFREEAnnual
BP Statistical Review
https://bp.com/statisticalreview
Global energy in one spreadsheet — gold standard for historical data
ENERGYFREEWeekly
⭐ Baker Hughes Global Rig Count
https://bakerhughes.com/rig-count
Leading indicator for field activity — download as Excel
ENERGYFREEMonthly
EIA Short-Term Energy Outlook
https://eia.gov/steo
EIA's supply/demand forecast
ENERGYFREEAnnual
Aramco Annual Reports
https://aramco.com/en/investors
Post-2019 IPO contains field-level data never disclosed before
ENERGYFREEQuarterly
SLB SEC Filings (earnings)
https://sec.gov
Middle East commentary in earnings calls is surprisingly candid
MARKETFREEWeekly
CFTC Commitment of Traders
https://cftc.gov/MarketReports/CommitmentsofTraders
Speculative positioning in crude — extreme longs precede crashes
MARKETFREELive
CME Crude Futures Curve
https://cmegroup.com/markets/energy/crude-oil/light-sweet-crude.html
WTI/Brent forward curve to 2030+ — what sophisticated money believes
SATELLITEFREE TIERNear real-time
⭐ Kayrros Methane Watch
https://kayrros.com/methane-watch
Satellite methane — 2-10x company-reported. ±30% uncertainty.
SATELLITEFREEAnnual
⭐ IEA Global Methane Tracker 2025
https://iea.org/reports/global-methane-tracker-2025
Confirmed 80% undercount. Most important free emissions source.
SATELLITEFREEDaily
ESA Sentinel-5P
https://sentinel.esa.int
Raw atmospheric methane + CO2 from orbit
SATELLITEFREEDaily
⭐ NASA Black Marble Nighttime Lights
https://earthdata.nasa.gov/learn/find-data/near-real-time/black-marble
Independent GDP proxy. Liaoning proved the methodology.
SATELLITEFREEMonthly
⭐ GRACE-FO Groundwater Satellite
https://grace.jpl.nasa.gov
Aquifer depletion — the data under the food helix
SATELLITEFREEDays
Sentinel-1 InSAR Ground Deformation
https://sentinel.esa.int
Ground subsidence = aquifer collapse signal
SATELLITEFREE TRIALDaily
Planet Labs Visual Satellite
https://planet.com
Field activity, port activity — then paid
FLOWSFREE TIERLive
MarineTraffic AIS
https://marinetraffic.com
Tanker movements from key terminals
FLOWSFREE TIERDaily
Kpler
https://kpler.com
Physical cargo flows — industry standard
FLOWSFREE (reports)Weekly
Vortexa Insights
https://vortexa.com/insights
Cargo analytics reports
FLOWSFREEOngoing
Global Energy Monitor
https://globalenergymonitor.org
Facility-level tracking of energy infrastructure
DEBTFREEPeriodic
⭐ AidData CDFP Dataset
https://aiddata.org/data/aiddatas-global-chinese-development-finance-dataset-version-3-0
China's overseas development finance 2000-2021 — hidden debt source
DEBTFREE2021
AidData Banking on Belt & Road
https://aiddata.org/publications/banking-on-the-belt-and-road
Seminal hidden debt study — free download
DEBTFREE2019
⭐ Horn/Reinhart/Trebesch NBER w26050
https://nber.org/papers/w26050
Definitive academic source on China's overseas lending
DEBTFREEPer country
IMF Debt Sustainability Analysis
https://imf.org/en/Publications/DSA
Official — incomplete on hidden debt but required baseline
DEBTFREEBiannual
IMF World Economic Outlook
https://imf.org/en/Publications/WEO
Official GDP + debt figures for all countries
MARKETFREEDaily
⭐ MacroMicro Sovereign CDS
https://macromicro.me/cds
CDS spreads by country — market-priced sovereign stress
MARKETFREEAnnual
Damodaran Country Risk
https://pages.stern.nyu.edu/~adamodar
Country risk premiums + CDS by Damodaran — authoritative
DEBTFREEAnnual
World Bank International Debt Stats
https://data.worldbank.org/indicator/DT
Official debt by country
MARKETFREEMonthly
BIS Effective Exchange Rates
https://bis.org/statistics/eer.htm
Currency stress signals
MARKETFREEQuarterly
SWF Institute Fund Rankings
https://swfinstitute.org/fund-rankings
Sovereign wealth fund allocation shifts signal reserve confidence
LABORFREEQuarterly
⭐ Philippines DMW OFW Statistics
https://dmw.gov.ph/statistics
SINGLE BEST free proxy for Gulf labor market reality
LABORFREEAnnual
World Bank Remittance Data
https://data.worldbank.org/indicator/BX.TRF.PWKR.CD.DT
Remittance corridor flows — leads official stats
LABORFREEQuarterly
Saudi GASTAT Labor Survey
https://stats.gov.sa
Official Saudi labor — compare vs Philippines OFW for divergence
LABORFREEAnnual
SPE Membership Data
https://spe.org/en/about/annual-report
Petroleum engineer workforce trends
LABORFREEOngoing
H-1B Visa Filings
https://h1bdata.info
Oil/gas engineer visa filings — activity proxy
PROXYFREEMonthly
⭐ Ember Climate Electricity Data
https://ember-climate.org/data
Electricity consumption — nearly impossible to fake
PROXYFREEMonthly
World Steel Association
https://worldsteel.org/steel-by-topic/statistics
Industrial activity proxy
PROXYFREEMonthly
⭐ UN Comtrade OCTG Imports (HS 7304)
https://comtrade.un.org
Oil country tubular goods — secret drilling shows up here first
PROXYFREEAnnual
Global Carbon Project
https://globalcarbonproject.org/carbonbudget
Carbon budget tracking
ACADEMICFREE ABSTRACTSOngoing
SPE OnePetro
https://onepetro.org
Technical papers on specific field performance — search by field name
ACADEMICFREEOngoing
Oxford Institute for Energy Studies
https://oxfordenergy.org/publications
Highly credible independent energy research
ACADEMICFREEOngoing
Columbia SIPA Energy Policy
https://energypolicy.columbia.edu
Academic policy research on energy geopolitics
ACADEMICFREE2012
⭐ Henderson/Storeygard/Weil (2012)
https://doi.org/10.1257/aer.102.2.994
Foundational nighttime lights as GDP proxy — American Economic Review
ACADEMICFREE2010
Höök et al (2010) Nature
https://doi.org/10.1038/nenergy.2010.1
Validity of fossil fuel outlooks in IPCC scenarios
CLI-MAP SOURCE LIBRARY · 45 sources · γ₁=14.134725141734693 · EOSE Labs Inc. · Day 84
8 Helixes · Methodology