US Grid Hourly Operations & Power Plants (EIA)
Hourly US electric-grid demand, generation, fuel mix and interchange from the official EIA grid monitor, joined with the EIA-860/923 power-plant master library.
- Records
- 60,657,958 records
- Refresh
- Quarterly refresh
- Formats
- CSV + Parquet
- Coverage
- United States (all balancing authorities)
- Packages
- 25
- Total volume
- 2.3 GB
Slices from
$149
Open-tier snapshots are free below — paid plans add monthly refreshes & support.
Request access / Get a sampleRequest a quote or a free sample — we reply within one business day.
What you get
- S — CAISO full-year 2025 hourly demand/generation/fuel mix/interchange
- M — All US balancing authorities 2025 hourly + EIA-860/923 plant library
- L — Full history: multi-year hourly series and plant-level generation
- Data dictionary, datasheet and QA report included with every package
Sample preview
First 50 rows of the real free-sample file — the identical schema you get in every package. Click a column to sort, or filter across all rows.
| AEC | 2020-03-31T23:00:00Z | 2020 | 494.0 | 1072.0 | 565.0 | 71.0 |
| AEC | 2020-12-24T04:00:00Z | 2020 | 547.0 | 933.0 | 451.0 | -91.0 |
| AECI | 2019-04-12T17:00:00Z | 2019 | 2250.0 | 2231.0 | 2138.0 | -112.0 |
| AECI | 2020-07-20T10:00:00Z | 2020 | 2127.0 | 2262.0 | 2192.0 | 65.0 |
| AECI | 2020-10-01T16:00:00Z | 2020 | 2191.0 | 2133.0 | 2469.0 | 278.0 |
| AECI | 2020-10-04T21:00:00Z | 2020 | 2040.0 | 2181.0 | 2411.0 | 371.0 |
| AECI | 2021-10-04T03:00:00Z | 2021 | 2343.0 | 2355.0 | 2676.0 | 333.0 |
| AECI | 2023-12-14T00:00:00Z | 2023 | 2838.0 | 2986.0 | 2947.0 | 109.0 |
| AECI | 2025-03-17T07:00:00Z | 2025 | 2301.0 | 2277.0 | 2630.0 | 329.0 |
| AVA | 2019-02-02T02:00:00Z | 2019 | 1808.0 | 1750.0 | 1121.0 | -687.0 |
50 rows · 7 columns — swipe → · page 1 of 5
Download the free sample pack
Real rows with the identical schema — enter your work email and we issue a download link instantly. No credit card, no spam.
Coverage statistics
- Records
- 60,657,958
- Hourly observations
- 5,084,393
- Fields
- 136
- Time coverage
- 2019-01-01 – 2026-08-05
- Largest package
- 527.4 MB
Available packages
Real contents of the current builds — row counts, sizes and checksums come from the packaging manifest, not estimates.
| Slice | Scope | Rows | Size | Snapshot | Monthly |
|---|---|---|---|---|---|
| S — single-iso-year | One ISO, one year: CAISO (CISO) full 2025 — hourly demand/forecast/generation/interchange, load-zone subregion demand, hourly fuel mix, plus the CAISO BA dimension row and gap report | 209,518 | 1.8 MB | $149 | $49/mo |
| M — us-single-year | Full US, one year (2025): every balancing authority's hourly demand/forecast/generation/interchange + fuel mix + subregions, all interconnection flows, EIA-860 plant/generator/utility master data, EIA-923 2025 plant-month generation, 2025 state retail prices and generation | 7,929,603 | 72.9 MB | $499 | $199/mo |
| L — full-history-subscription | Full history, monthly refresh subscription: hourly grid operations for every BA since 2015 (~150M observations incl. fuel mix, interchange, subregions), EIA-923 plant-month generation 2017-2025, full state price/generation history since 2001, EIA-860 master data | 60,657,958 | 527.4 MB | $1499 | $149/mo |
Built from the EIA official bulk files: hourly grid operations for every US balancing authority since 2015 (demand, generation, interchange, fuel mix), EIA-860 plant/generator/utility master data, EIA-923 plant-level monthly generation 2017-2025, and state-level retail electricity prices and generation.
Free Open Data — full downloads
This dataset is part of the DataForge Open Data program: the upstream license (Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream data: public domain, official US EIA bulk data (17 U.S.C. §105)) permits free redistribution, so the complete packages below are free — no signup. Please cite DataForge (data.zalize.com) with a backlink when you use or share this data.
| Package | Rows | Size | Download |
|---|---|---|---|
| S — EIA Grid — S (CAISO full-year 2025 hourly: demand/gen/fuel mix/interchange) | 209,518 | 1.8 MB | Free download |
| M — EIA Grid — M (all US BAs 2025 hourly + EIA-860/923 plant library) | 7,929,603 | 72.9 MB | Free download |
| L — EIA Grid — L (full history since 2015, monthly refresh subscription) | 60,657,958 | 527.4 MB | Free download |
License: Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream data: public domain, official US EIA bulk data (17 U.S.C. §105) · Attribution: DataForge (data.zalize.com), built from official US EIA bulk data
Full package inventory
Every package registered in the delivery catalog for this dataset — 25 packages, 2.3 GB total , 360,845,211 rows. Sizes, row counts and SHA-256 checksums come straight from the packaging pipeline.
| Package | Date | Rows | Size | sha256 | Access |
|---|---|---|---|---|---|
| energy-tier2-L-2026-08-04.ziptier L | 2026-08-04 | 60,657,958 | 527.4 MB | Free download | |
| energy-tier1-M-2026-08-04.ziptier M | 2026-08-04 | 7,929,603 | 72.9 MB | Free download | |
| energy-tier1-S-2026-08-04.ziptier S | 2026-08-04 | 209,518 | 1.8 MB | Free download | |
| energy-full.tar.zst | — | — | 790.2 MB | B2B only | |
| eba_data.parquet | — | 152,229,132 | 386.2 MB | B2B only | |
| elec_data.parquet | — | 60,049,721 | 222.9 MB | B2B only | |
| ba_fuel_generation_hourly.parquet | — | 25,743,651 | 99.8 MB | B2B only | |
| ba_interchange_hourly.parquet | — | 22,485,770 | 89.4 MB | B2B only | |
| ba_hourly.parquet | — | 5,084,393 | 51.6 MB | B2B only | |
| pet_data.parquet | — | 17,089,709 | 30.3 MB | B2B only | |
| plant_month_generation.parquet | — | 1,708,200 | 25.2 MB | B2B only | |
| ba_subregion_hourly.parquet | — | 5,287,747 | 22.8 MB | B2B only | |
| elec_series.parquet | — | 765,755 | 15.2 MB | B2B only | |
| pet_series.parquet | — | 181,036 | 3.6 MB | B2B only | |
| ng_data.parquet | — | 1,055,695 | 2.7 MB | B2B only | |
| state_generation_monthly.parquet | — | 208,777 | 1.1 MB | B2B only | |
| plants.parquet | — | 16,132 | 772 KB | B2B only | |
| plant_profiles.parquet | — | 16,132 | 741 KB | B2B only | |
| generators.parquet | — | 26,856 | 664 KB | B2B only | |
| ng_series.parquet | — | 16,054 | 393 KB | B2B only | |
| state_electricity_prices.parquet | — | 73,505 | 151 KB | B2B only | |
| utilities.parquet | — | 6,643 | 149 KB | B2B only | |
| eba_series.parquet | — | 3,072 | 50 KB | B2B only | |
| balancing_authorities.parquet | — | 82 | 5 KB | B2B only | |
| eba_gap_report.parquet | — | 70 | 3 KB | B2B only |
How to get this data
All packages are hosted on the Hugging Face Hub: free/open packages live in a public dataset repo (direct downloads, no signup); paid or restricted editions are delivered from a private repo with token access after approval.
Hugging Face Hub — primary Public · Free
- Browse zalizedata/us-grid-hourly-power-plants-dataset →
- Load with
load_dataset,hf://or the hf CLI — snippets below.
DataForge (this site)
# Download the whole dataset repo (hf CLI — pip install -U huggingface_hub)
hf download zalizedata/us-grid-hourly-power-plants-dataset --repo-type dataset --local-dir us-grid-hourly-power-plants-datasetProtocol access (hf://, resolve links, token auth for private repos) is documented in the developer docs →
Pricing
One-time snapshot or monthly subscription, invoiced — pick a tier and request a quote; we reply within one business day and deliver via a time-limited download link. Prices are for the Internal Analytics tier; AI-training and redistribution tiers available — see License. Tiers marked “Request access” require a short approval step before delivery. Snapshots of the open tiers are also free above — paid plans add monthly refreshes and support.
| Tier | Scope | One-time snapshot | Subscription | Access |
|---|---|---|---|---|
| S — single-iso-year | One ISO, one year: CAISO (CISO) full 2025 — hourly demand/forecast/generation/interchange, load-zone subregion demand, hourly fuel mix, plus the CAISO BA dimension row and gap report | $149 | $49/mo | Request quote |
| M — us-single-year POPULAR | Full US, one year (2025): every balancing authority's hourly demand/forecast/generation/interchange + fuel mix + subregions, all interconnection flows, EIA-860 plant/generator/utility master data, EIA-923 2025 plant-month generation, 2025 state retail prices and generation | $499 | $199/mo | Request quote |
| L — full-history-subscription | Full history, monthly refresh subscription: hourly grid operations for every BA since 2015 (~150M observations incl. fuel mix, interchange, subregions), EIA-923 plant-month generation 2017-2025, full state price/generation history since 2001, EIA-860 master data | $1499 | $149/mo | Request quote |
AI-training use requires the AI-Training tier (1.5× base); redistribution licensing is quoted individually. Annual subscriptions get 2 months free. License details →
Update frequency & delivery
- Source: official US EIA bulk data (hourly grid monitor EBA plus EIA-860/923 plant surveys) — US government works in the public domain (17 U.S.C. §105).
- Every package ships with a MANIFEST (per-file row counts, bytes, sha256) for verification.
Compliance & provenance
Collected only from publicly accessible pages and endpoints — no login-required data, no CAPTCHA solving, no forged authentication. Collection is rate-limited with an identified User-Agent, and collection logs are retained. PII is removed or pseudonymized. Every record carries its source URL and collection timestamp. Sold under a tiered commercial license.
FAQ
How is the data delivered?
The S and M packages are part of the DataForge Open Data program — download them free, no signup, from the Open Data page (GitHub Release and Zenodo DOI mirrors included). The full L edition and monthly refreshes are paid.
Can I use this data commercially?
Academic and personal use is free under CC BY-NC 4.0 (attribution + backlink). Commercial use of the DataForge curated layer requires a DataForge commercial license. Upstream EIA data is US-government public domain.
What if I need a custom slice?
Custom cuts of the EIA grid data are available on request — contact us for a quote within one business day.
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