Energy datasets

Consumption data, grid analytics, renewable resources

  • 140 ready-made datasets
  • 8 formats, Excel to Parquet
  • First download free
What the 140 cover1 square = 1 dataset
  • Grid & network assets38
  • Meters & demand31
  • Buildings & carbon28
  • Renewables & EV16
  • Fuels & markets13
  • Weather & climate9
  • Everything else5
Grouped by dataset title and tags.

140 datasets · page 4 of 6

Showing all 24 on this page

Renewables & EV

Net Metering and Distributed Generation (DG) Production

Bidirectional energy flow records for net metered customers with distributed generation

This dataset provides detailed bidirectional energy flow records for net metered customers with distributed generation systems such as solar PV and wind. It includes customer and meter identifiers, location, generation type, energy imported and exported, net energy, and generation credits, enabling analysis of renewable energy production, grid interaction, and billing. The dataset is ideal for utilities, regulators, and researchers seeking to optimize distributed energy resources and assess net metering impacts.

20 cols

  • generation_type
  • generation_capacity_kw
  • net_energy_kwh
  • generation_credits_kwh
  • +16
Open in factory
generation_type
solar_pv
generation_capacity_kw
7.5
net_energy_kwh
90.65

Meters & demandTop 10 most opened

AMI Tamper and Theft Detection Events

Security events from smart meters, highlighting potential tampering

This dataset records detailed security events from smart meters, highlighting potential tampering, electricity theft, and abnormal consumption patterns. It includes event specifics, meter and customer identifiers, location data, consumption metrics, severity ratings, and resolution status, making it ideal for utility fraud detection, operational analytics, and regulatory reporting.

20 cols

  • event_type
  • consumption_before_event
  • consumption_after_event
  • tamper_flag
  • +16
Open in factory
event_type
tampering
consumption_before_event
153.4
consumption_after_event
153.4

Meters & demandTop 10 most opened

Commercial & Industrial (C&I) Demand Profiles

Active demand (kW), reactive power (kVAR), power factor

This dataset provides granular 15-minute interval load profiles for commercial and industrial customers, including active demand (kW), reactive power (kVAR), power factor, and total harmonic distortion (THD) measurements. It enables detailed analysis of energy consumption patterns, power quality, and operational efficiency across diverse sectors, supporting grid management, energy optimization, and benchmarking.

18 cols

  • industry_sector
  • demand_kw
  • customer_name
  • customer_type
  • +14
Open in factory
industry_sector
Manufacturing
demand_kw
715.6
customer_name
Westfield Manufacturing

Meters & demand

Residential Smart Meter Enrollment and Device Inventory

Service address and contact information

This dataset provides a detailed inventory of residential smart meters, capturing device specifications, installation details, firmware, communication modules, and comprehensive customer linkage including service address and contact information. It enables utilities and energy providers to manage device assets, monitor enrollment status, and support customer service operations. The data is ideal for asset tracking, operational analytics, and regulatory compliance.

19 cols

  • meter_serial_number
  • meter_make
  • meter_model
  • enrollment_status
  • +15
Open in factory
meter_serial_number
A93R-2384J
meter_make
Landis+Gyr
meter_model
E350

Grid & network assets

AMI Outage Detection and Last Gasp Events

Precise timestamps, meter and customer identifiers

This dataset provides near real-time smart meter outage and restoration events, including precise timestamps, meter and customer identifiers, and detailed location information. It enables utilities to rapidly detect outages, verify restorations, and analyze outage patterns for improved grid reliability and customer service.

15 cols

  • event_type
  • outage_duration_minutes
  • meter_location_street
  • restoration_confirmed
  • +11
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event_type
last_gasp
meter_location_street
123 Oakwood Ave
restoration_confirmed
false

Meters & demand

AMI Billing Determinants and Usage Summary

Total and time-of-use electricity consumption, peak demand, service days

This dataset provides detailed monthly billing summaries derived from smart meter interval data, including total and time-of-use electricity consumption, peak demand, service days, and metering multipliers. It enables granular analysis of energy usage patterns, billing accuracy, and tariff impacts for utilities and energy analysts. The dataset is ideal for operational reporting, customer segmentation, and regulatory compliance in the energy sector.

15 cols

  • billing_period_start
  • billing_period_end
  • billing_amount
  • service_days
  • +11
Open in factory
billing_period_start
2023-01-01
billing_period_end
2023-01-31
billing_amount
68.35

Fuels & markets

Fuel Oil and Diesel Inventory for Peaking Units

Inventory and usage records for fuel oil

This dataset provides detailed, time-stamped inventory and usage records for fuel oil and diesel storage at peaking units, emergency generators, and black start units. It includes tank levels, delivery events, burn rates during critical periods, and precise facility locations, supporting operational planning, compliance, and emergency response. The comprehensive structure enables tracking, forecasting, and optimization of fuel resources for grid reliability.

19 cols

  • fuel_type
  • unit_name
  • unit_type
  • tank_capacity_gallons
  • +15
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fuel_type
#2 diesel
unit_name
Peaker CT-Alpha
unit_type
combustion turbine

Fuels & markets

Emissions Allowance Trading - CO2, NOx, SO2

Environmental emissions allowance trading for major cap-and-trade programs

This dataset provides granular records of environmental emissions allowance trading for major cap-and-trade programs, including CO2, NOx, and SO2. It includes detailed auction results, allowance prices, compliance periods, and facility-level transaction data, enabling robust analysis of market dynamics, regulatory compliance, and environmental impact. Ideal for policy evaluation, market research, and emissions tracking.

22 cols

  • allowance_price
  • total_allowances_sold
  • program
  • pollutant
  • +18
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allowance_price
4.12
total_allowances_sold
20000
program
RGGI

Fuels & markets

Wholesale Electricity Market Prices - Day-Ahead and Real-Time

Breakdowns by energy, congestion, and loss components for day-ahead

This dataset provides granular locational marginal price (LMP) data from major US ISO/RTO electricity markets, including breakdowns by energy, congestion, and loss components for day-ahead and real-time intervals. It enables comprehensive analysis of market dynamics, risk management, and operational strategies for generation dispatch and financial hedging. Ideal for market participants, analysts, and researchers seeking insights into price formation and grid operations.

14 cols

  • price_type
  • price_datetime
  • lmp_price
  • market_date
  • +10
Open in factory
price_type
day-ahead
lmp_price
38.55
node_name
New Jersey Zone Bus

Renewables & EV

Renewable Energy Certificate (REC) Trading and Pricing

Technology type, market pricing, compliance market, and generation state

This dataset provides granular records of Renewable Energy Certificate (REC) transactions, including technology type, market pricing, compliance market, and generation state. It enables comprehensive analysis of REC market trends, supports regulatory compliance, and facilitates transparency in renewable energy trading for utilities, regulators, and market analysts.

13 cols

  • rec_vintage_year
  • rec_quantity_mwh
  • rec_price_per_mwh
  • technology_type
  • +9
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rec_vintage_year
2022
rec_quantity_mwh
100.5
rec_price_per_mwh
38.25

Fuels & markets

Uranium Fuel Inventory and Nuclear Refueling Schedules

Up-to-date information on uranium fuel inventory, enrichment levels

This dataset provides detailed, up-to-date information on uranium fuel inventory, enrichment levels, refueling outage schedules, and spent fuel pool storage for pressurized and boiling water nuclear reactors. It enables operational planning, regulatory compliance, and risk assessment for nuclear fuel management across multiple reactor sites.

19 cols

  • fuel_assembly_count
  • spent_fuel_pool_capacity
  • spent_fuel_pool_current_load
  • spent_fuel_pool_utilization_percent
  • +15
Open in factory
fuel_assembly_count
193
spent_fuel_pool_capacity
1200
spent_fuel_pool_current_load
965

Fuels & markets

Coal Pricing and Transportation Costs

Delivered prices, transportation costs, coal quality metrics

This dataset provides granular details on coal purchase contracts, including delivered prices, transportation costs, coal quality metrics, and mine origin information. It enables comprehensive analysis of fuel procurement, cost of generation, and supply chain efficiency for energy producers and regulators.

30 cols

  • coal_type
  • transportation_cost_rail_freight
  • transportation_cost_demurrage
  • coal_quality_sulfur_content_pct
  • +26
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coal_type
bituminous
transportation_cost_rail_freight
13.25
transportation_cost_demurrage
1.75

Fuels & markets

Coal Inventory and Deliveries to Power Plants

Tonnage, delivery method, fuel quality metrics (heat content, sulfur, ash)

This dataset provides comprehensive records of coal stockpile inventories and delivery events at power plants, including tonnage, delivery method, fuel quality metrics (heat content, sulfur, ash), and burn rates. It enables detailed analysis of fuel security, supply chain logistics, and emissions compliance for energy producers and regulators.

17 cols

  • plant_name
  • coal_stockpile_tonnage
  • delivery_method
  • delivery_tonnage
  • +13
Open in factory
plant_name
Paducah River Energy Station
coal_stockpile_tonnage
320000
delivery_method
barge

Fuels & markets

Natural Gas Henry Hub and Regional Spot Prices

Daily natural gas spot prices for Henry Hub

This dataset provides daily natural gas spot prices for Henry Hub and major regional trading hubs across the United States, enabling detailed market analysis, procurement planning, and risk management. Each record includes hub identifiers, region, benchmark status, and standardized price units, making it ideal for energy market participants and analysts.

10 cols

  • hub_name
  • hub_code
  • price_usd_per_mmbtu
  • currency
  • +6
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hub_name
Henry Hub
hub_code
HH
price_usd_per_mmbtu
3.04

Fuels & markets

Natural Gas Storage Inventory and Injections/Withdrawals

Weekly, region-specific underground natural gas storage inventories

This dataset provides weekly, region-specific underground natural gas storage inventories, seasonal injections and withdrawals, working gas capacities, and detailed comparisons to five-year averages. It enables robust analysis of supply trends, market volatility, and seasonal storage dynamics, supporting informed decision-making in energy trading and risk management.

10 cols

  • working_gas_inventory_bcf
  • weekly_injection_withdrawal_bcf
  • working_gas_capacity_bcf
  • five_year_avg_inventory_bcf
  • +6
Open in factory
working_gas_inventory_bcf
1023.8
weekly_injection_withdrawal_bcf
-102.1
working_gas_capacity_bcf
1185

Fuels & marketsTop 10 most opened

Natural Gas Pipeline Receipt and Delivery Points

Volumes, heating values, facility information

This dataset provides detailed daily records of natural gas receipts and deliveries at interstate pipeline points, including volumes, heating values, facility information, and pipeline capacity constraints. It enables granular analysis of pipeline operations, energy generation, and infrastructure bottlenecks, supporting both operational monitoring and strategic planning in the energy sector.

19 cols

  • point_name
  • point_type
  • pipeline_name
  • pipeline_capacity_mmbtu
  • +15
Open in factory
point_name
Scranton North Receipt Station
point_type
receipt
pipeline_name
Northeast Express Pipeline

Weather & climate

Climate Data for Long-Term Planning and Resilience

Temperature, precipitation, and extreme events—across diverse geographic locations

This dataset provides comprehensive historical and projected climate data—including temperature, precipitation, and extreme events—across diverse geographic locations. It supports infrastructure planning, flood and wildfire risk mapping, and grid resilience investment analysis, making it invaluable for long-term climate adaptation and risk management strategies.

21 cols

  • grid_resilience_score
  • location_name
  • location_latitude
  • location_longitude
  • +17
Open in factory
grid_resilience_score
82.5
location_name
Los Angeles
location_latitude
34.05

Weather & climate

Ice and Snow Accumulation Forecasts for Line Loading

Location, loading zone, and outage risk assessment

This dataset provides detailed winter weather forecasts for ice and snow accumulation on transmission and distribution conductors, including location, loading zone, and outage risk assessment. It enables utilities and grid operators to evaluate infrastructure vulnerability and proactively manage outage risks during severe weather events.

16 cols

  • forecast_datetime
  • loading_zone
  • forecast_ice_accumulation_mm
  • forecast_snow_accumulation_mm
  • +12
Open in factory
loading_zone
Heavy
forecast_ice_accumulation_mm
15.7
forecast_snow_accumulation_mm
28.2

Weather & climate

Wind Speed Forecasts for Wind Generation

Model type, confidence scores, and optional power generation estimates

This dataset provides detailed day-ahead hub-height wind speed and direction forecasts for wind farm locations, including model type, confidence scores, and optional power generation estimates. It is designed for power grid operators, energy analysts, and wind farm managers to optimize wind power scheduling, grid balancing, and operational planning using advanced mesoscale and machine learning models.

15 cols

  • wind_farm_name
  • forecast_datetime
  • forecasted_wind_speed_mps
  • forecasted_wind_direction_deg
  • +11
Open in factory
wind_farm_name
Eagle Ridge
forecasted_wind_speed_mps
15.6
forecasted_wind_direction_deg
187.4

Weather & climate

Solar Irradiance and Cloud Cover for PV Forecasting

High-resolution solar irradiance measurements (GHI, DNI

This dataset provides high-resolution solar irradiance measurements (GHI, DNI, DHI) from ground-based sensors alongside satellite-derived cloud cover and motion vectors, enabling accurate short-term and day-ahead photovoltaic (PV) power forecasting. Each record is geo-tagged and time-stamped, supporting advanced analytics, model training, and grid integration studies for renewable energy systems.

16 cols

  • cloud_cover_percent
  • cloud_motion_vector_u
  • cloud_motion_vector_v
  • forecast_horizon_minutes
  • +12
Open in factory
cloud_cover_percent
2.3
cloud_motion_vector_u
2.1
cloud_motion_vector_v
3.2

Weather & climate

Hurricane and Tropical Storm Tracking

Storm positions, intensities, forecast tracks, cone of uncertainty

This dataset provides comprehensive, time-stamped forecasts and tracking data for hurricanes and tropical storms, including storm positions, intensities, forecast tracks, cone of uncertainty, storm surge predictions, and expected landfall details. It is designed to support coastal utility risk assessment, emergency response planning, and historical storm analysis, making it invaluable for infrastructure protection and disaster preparedness.

25 cols

  • storm_name
  • storm_type
  • storm_surge_feet
  • advisory_datetime
  • +21
Open in factory
storm_name
Alberto
storm_type
Tropical Storm
storm_surge_feet
2.2

Weather & climate

Lightning Strike Detection and Geolocation

Precise location, electrical characteristics

This dataset provides real-time, geolocated lightning strike records detected by ground-based networks, including precise location, electrical characteristics, and region-based density metrics. It enables outage correlation and crew safety monitoring, supporting operational decision-making for utilities and emergency management. The dataset is ideal for spatial analysis, risk assessment, and infrastructure protection.

12 cols

  • strike_datetime
  • strike_density_per_km2
  • network_source
  • latitude
  • +8
Open in factory
strike_density_per_km2
8.22
network_source
Vaisala
latitude
35.6895

Weather & climate

Heating Degree Days (HDD) and Cooling Degree Days (CDD)

Actual and normal values, base temperature settings

This dataset provides daily and monthly Heating Degree Days (HDD) and Cooling Degree Days (CDD) calculations across regions, including actual and normal values, base temperature settings, and population-weighted aggregations. It is designed for load forecasting, energy sales estimation, and climate impact analysis, supporting both granular and aggregated energy demand insights.

14 cols

  • hdd_actual
  • hdd_normal
  • cdd_actual
  • cdd_normal
  • +10
Open in factory
hdd_actual
1200.3
hdd_normal
1180.8
cdd_actual
0

Weather & climate

Numerical Weather Prediction (NWP) Model Forecasts

Temperature, wind, precipitation, cloud cover

This dataset provides granular, multi-model weather forecasts for multiple days, including temperature, wind, precipitation, cloud cover, and severe weather probabilities for specific locations and times. It is ideal for energy load forecasting, storm preparation, and operational planning, offering standardized outputs from leading NWP models such as GFS, NAM, HRRR, and ECMWF.

16 cols

  • model_name
  • forecast_run_datetime
  • forecast_valid_datetime
  • severe_weather_probability
  • +12
Open in factory
model_name
GFS
forecast_horizon_hours
3
location_latitude
40.7128

What’s inside. Column by column.

Columns and codes found in the sample rows of all 140 energy datasets.

Most common columnsDatasets, of 140
  1. log_id21
  2. record_id21
  3. sensor_id18
  4. building_id16
  5. temperature_celsius16
  6. building_name15
  7. humidity_percent14
  8. sensor_type14
  9. energy_consumed_kwh13
A customer from the Residential Smart Meter Enrollment and Device Inventory datasetGenerated
customer_first_name
Susan
customer_last_name
Morrison
service_address_city
Dallas

Generated

Standard codes in the sample rowsDatasets, of 140
  1. ISO 3166 countries75
  2. ISO 4217 currencies6

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

  • Heat pumps use 2×
  • Real tariff types
  • 2% missing reads
Preview 20 rows freeNo signup. No card.
Average daily use (kWh) by heating
010208Gas9Oil17Heat pump114Storage
Sample rows for: Smart meter reads for 2,000 homes, where homes with heat pumps use twice the electricity of gas-heated homes, with real tariff types and 2% of reads missing.
heatingtariffkwhmeter_id
Heat pumpEconomy 717.8MTR10231
GasFlat rate7.9MTR10232
Heat pumpEV tariff—MTR10233
OilFlat rate9.2MTR10234

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