COVID-EMDA+ (Coronavirus Disease - Electricity Market Data Aggregation+)

This data hub, COVID-EMDA+ (Coronavirus Disease - Electricity Market Data Aggregation+), is specifically designed to track the potential impacts of COVID-19 on the existing U.S. electricity markets. Many different data sources are merged and harmonized here in order to enable further interdisciplinary researches. (https://github.com/tamu-engineering-research/COVID-EMDA)

Publication: https://www.cell.com/joule/fulltext/S2542-4351(20)30398-6#%20

This data hub contains five major components: U.S. electricity market data, public health data, weather data, mobile device location data, and satellite images. For some categories, multiple data sources are carefully gathered to ensure accuracy.

  • Electricity Market Data includes the generation mix, metered load profiles and day-ahead locational marginal prices data. We also include the day-ahead load forecasting, congestion price, forced outage and renewable curtailment data as the supplementary source. (Link: CAISO, MISO, ISO-NE, NYISO, PJM, SPP, ERCOT, EIA, EnergyOnline)

  • Public Health Data includes the COVID-19 confirmed cases, deaths data, infection rate and fatal rate. We aggregate and fine-tune the data to market and city levels. (Link: John Hopkins CSSE)

  • Weather Data includes temperature, relative humidity, wind speed and dew point data. Typical weather stations are selected according to their geological locations and data quality. (Link: Iowa State Univ IEM, NOAA)

  • Mobile Device Location Data includes social distancing data and patterns of visits to Point of Interests (POIs). These data are derived by aggregating and processing the real-time GPS location of cellphone users by Census Block Group. To obtain the access to the original data, please click the link below and apply for SafeGraph's permission (totally free). (Link: Mobility Data from SafeGraph)

  • Night Time Light (NTL) Satellite Data includes the raw satellite image taken at night time in each area. (Link: NTL Images from NASA)

The original data sources for the COVID-EMDA+ data hub are listed at https://www.cell.com/cms/10.1016/j.joule.2020.08.017/attachment/a9f9c743-1252-41f4-bba3-913f3b01aa5a/mmc1.pdf.

Dataset Identifier
covid-emda-coronavirus-disease-electricity-market-data-aggregation0@ornl
Source
OpenEnergy Hub
Last processing
{{ ctx.dataset.metas.metadata_processed|formatMeta:'datetime' }} (metadata)
{{ ctx.dataset.metas.data_processed|formatMeta:'datetime' }} (data)

Dataset schema

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