How Market Researchers Use Oil and Gas Exploration & Production Data

The workflow reality for a market researcher is different from a reservoir engineer's: you rarely need per-well pressure data, but you constantly need defensible country-level numbers that survive a client challenging the provenance. The persona brief is explicit about what wins the room - geographic granularity, cross-country comparability, methodology documentation and citable institutional sources - and upstream oil and gas is unusually rich in exactly those four things because statistical agencies, not vendors, publish most of it.

Ranked by fit for this persona, the industry sits 60th of the 136 industries that clear the relevance bar for market researchers, with 10 strongly relevant records out of 13 relevant ones - behind internet services infrastructure but ahead of pharmaceuticals. That ranking matters less than the shape underneath it: the datasets that matter here are macro series you can cite by institution name.

The second pillar is the JODI-Oil World Database, monthly standardized supply-and-demand data covering 114 participating economies - more than 90% of global oil supply - from January 2002 onward, downloadable as annual CSVs with no registration at all. Its roughly 283,000 rows per annual primary CSV give you crude and product production, refinery throughput, imports, exports, stocks and demand on one consistent template, which is precisely the cross-country comparability consultants hunt for.

For European deliverables, the Eurostat Energy Database supplies harmonized EU oil balances from 1990 and monthly gas data from January 2008, served as JSON-stat and SDMX with no integration key required. When a deck needs a single citable line across all three, the Global Registry of Fossil Fuels benchmarks national output across 139 countries - about 99% of global production - under a Carbon Tracker-linked masthead clients recognize.

A monthly balance table is the backbone of any energy market-entry study, and you can assemble one for free. Pull JODI-Gas for natural gas - production, pipeline imports and exports, LNG trade and inland deliveries for 88 economies representing about 90% of global gas supply, monthly since January 2009, with each flow reported in up to three units (volume, energy and mass). Pair it with JODI-Oil's product-level flows and you have both fuels on official national submissions rather than modeled estimates.

When the client wants US state detail instead of country detail, two regulators fill the gap. The Railroad Commission of Texas ships a PDQ dump of lease-month production from 1993 to current - roughly 25 GB uncompressed - alongside ledgers, Full Wellbore files, drilling permits since 1976 and P-5 operator records, all free with no registration, split by RRC district and county. New York's annual well-level series runs 2001 to present, one record per well per year.

Archival bulk access matters when a project needs reproducibility months later. Catalyst Cooperative's PUDL Raw EIA Bulk API Archive mirrors everything EIA publishes in bulk - natural gas, petroleum, international energy, SEDS and outlooks - as about 1.6 GB of Frictionless Data Packages on Zenodo in the commercial delivery terms, so a pinned snapshot can be cited verbatim in a methodology appendix.

Energy-transition sections are now standard in sector reports, and two free trackers carry them. The Global Methane Emitters Tracker (GMET) attributes modelled emissions to 18,023 assets across 166 countries, linking roughly 3,475 individual satellite-detected plume observations to oil and gas extraction areas, gas pipelines and LNG terminals; the December 2025 release is an eight-sheet Excel workbook free under commercial delivery terms 4.0. Quote it with its caveat intact - the figures are modelled estimates derived from partner data, not measurements - and the number stays defensible.

The Global Registry of Fossil Fuels (GRFF) converts production and reserves into CO2e using IPCC tiered factors across 46,741 asset-level records in 89 countries, and it is the slice's lone GraphQL API, so you can query national series programmatically instead of hand-copying spreadsheets. Both publish recommended citations, which is exactly what a challenged methodology appendix needs.

For labor-market color in the same report, Rigzone's public job listings span 19 categories with US, Middle East, UK/North Sea and Canada emphasis - freely viewable but proprietary, so treat it as directional context rather than a cited series.

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