Datadory notebook
How Competitive Intel Product Teams Use Multi Utilities Data
Datadory delivers how competitive intel product teams use multi utilities data with comprehensive historical coverage, validated schemas, and standardized fields — delivered daily, weekly, or on demand.
1,744 datasets. Pick your catch.
What does competitive intel work look like when your rivals run monopoly wires?
Competitive intelligence teams covering multi-utilities inherit an odd brief. Most of the industry's revenue sits in transmission and distribution networks that are legal monopolies, so the rivals stakeholders ask about are usually three other things: entrants fighting for retail supply accounts, adjacent-fuel challengers, and peer network operators whose relative performance decides regulatory allowances. None of them publish a product roadmap, which pushes the evidence base toward regulators, multilateral banks and federal measurement agencies instead of press releases.
The catalog slice reflects that. Datadory catalogs 4 primary datasets for Multi-Utilities plus 6 pooled related records, and every one of the 10 is free - sourced from hydrology agencies, multilateral banks, regulators and ML communities. That matches the wider catalog, where 1,437 of 1,744 datasets carry no charge. The honest framing for a product team: these sources tell you where competition is possible and how big the prize is, and only occasionally who won last month. Used that way, they anchor a defensible watch.
Which datasets expose a rival supplier's market share and switching?
Great Britain is the exception where competitor structure is published outright. The Ofgem Data Portal holds roughly 85 indicator charts on the GB gas and electricity industry - retail (21), wholesale (14), networks (29) and customer service (21) - refreshed roughly quarterly against a published release calendar.
How do you size the markets a utility competitor actually plays in?
Four indicators carry most of the competitive weight: access to electricity (% of population), electric power consumption (kWh per capita), transmission and distribution losses, and enterprise-survey measures such as value lost due to electrical outages. Loss rates and outage losses are effectively a heat map of where grid-efficiency vendors and metering firms concentrate, and electrification trajectories tell you which markets can support a first entrant at all.
For operator footprints inside Europe, pair it with the EU Open Data Portal's telecommunications carrier datasets - a quality-9 official-API harvest refreshed daily across a portal listing 1,725,936 datasets from 210 catalogues in 36 countries. Coverage maps and authorisation registers show where operators hold permission to compete, which is the closest public proxy to a market-entry ledger.
Where do operational signals surface before a rival comments?
Physical inputs move first. USGS Water Services serves keyless REST APIs - Instantaneous Values, Daily Values, Statistics, Site search and Groundwater Levels, plus the joint USGS/EPA water-quality service - covering roughly 1.5 million monitored US sites as JSON, RDB, KML or waterml. Instantaneous Values reach from October 1, 2007 onward (some unapproved data limited to 120 days), while daily statistics extend back over a century; the verified record for Potomac River site 01646500 begins in 1931. For teams watching hydropower-adjacent operators, gauge readings are a leading indicator: inflow stress and drought show up in five-minute data long before management commentary. Two operational constraints matter - recent readings are flagged provisional, and USGS blocks IPs with HTTP 403 for excessive pulling, so scope queries efficiently.
Gas-exposed rivals report through EIA instead. The EIA Natural Gas Data Portal is the pool's only quality-10 record: eight topic sections spanning supply-disposition, prices, reserves and storage, with weekly working-gas storage archived from the early 1990s, monthly series generally back to 1973 and some price series to 1922. Company-level detail survives through Form EIA-176 via the NGQS query system, and the JSON API v2 needs only a free registered key. Note that NYMEX Henry Hub futures prices republished by EIA carry the exchange's own redistribution considerations.
In Europe, the OPSD Time Series Package provides hourly load, wind and solar generation for 32 countries (version 2020-10-06, covering 2015 through mid-2020). Treat it as calibration rather than a live feed, and use it the way our tagging suggests: benchmark bidding-zone output against a rival's claimed performance.
Ranked: which sources earn a slot in a utility competitor watch?
Ranked by how directly each feeds a competitor signal, with access and terms alongside:
What does a five-step utility competitor watch look like?
A build order that pays off fastest first, using only the sources above:
- Snapshot the regulatory scoreboard. Pull the underlying CSV behind Ofgem's 21 retail charts and the 29 network series; store each quarterly release and diff supplier shares, entries and exits, and RIIO performance against the prior snapshot.
- Wire physical leading indicators. Schedule keyless USGS calls (period=P1D, parameterCd=00060) on gauges upstream of watched hydro assets, respecting provisional flags and rate limits, and poll EIA weekly storage figures for gas-exposed peers.
- Benchmark operating posture monthly. Export EIA Electricity Data Browser series - net generation, retail sales, average price, customer accounts across 19 topics, 24 fuel types and 62 geographies - and calibrate European comparisons against OPSD's hourly panel, remembering its series stop in mid-2020.
Where to go next
This is the competitive-intel-product-teams angle on the industry. The multi-utilities data guide is the pillar post, scoring all 10 records by workflow; the same evidence base framed for research studies sits in the market-researchers cluster. For shortlists and the full catalog view, start at the free list and the industry hub, then browse everything tagged for this persona.
Pick up where this leaves off
Every one of these ships with sample rows before you commit to anything.
Ofgem Data Portal - UK Energy Market Indicators
field spine (Category · series columns · id …+2 more
World Bank Energy & Mining - World Development Indicators (Topic 5)
EU Open Data Portal - Telecommunications Carrier Datasets
USGS Water Services - Instantaneous, Daily and Statistics REST APIs
EIA Natural Gas Data Portal
series / Sourcekey · period · value …+2 more
OPSD Time Series Package - European Load, Wind & Solar Hourly
utc_timestamp · cet_cest_timestamp · load_actual …+6 more
Want rows instead of a pitch? Name the datasets.
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Get a sampleQuestions worth asking
Can you track a rival utility's market share with public data?
In Great Britain, yes. Ofgem's 21 retail indicator charts include electricity and gas supply market shares by company, supplier entries and exits, and switching volumes, each carrying its underlying raw series; supplier counts reach back to December 2004. Elsewhere, aggregators stop at national or state level, so share work shifts to benchmarks such as RIIO network performance.