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RamiKrispin
Create a data package
Data requirements Frequency:
-
[x] Hourly
-
[x] Daily
-
[x] Monthly
-
[ ] Quarterly
Structure: -
[x] Seasonal
-
[x] Multiple seasonal
-
[x] Linear trend
-
[ ] Non-linear trend
Resources
US hourly demand for electricity by subregion
API: EIA
Dashboard: https://www.eia.gov/opendata/browser/electricity/rto/region-sub-ba-data
API URL: https://api.eia.gov/v2/electricity/rto/region-sub-ba-data/data/
METHOD: GET
SERIES DESCRIPTION: Hourly demand by balancing authority subregion. Source: Form EIA-930 Product: Hourly Electric Grid Monitor
Header:
"X-Params": {
"frequency": "hourly",
"data": [
"value"
],
"facets": {},
"start": null,
"end": null,
"sort": [
{
"column": "parent",
"direction": "desc"
}
],
"offset": 0,
"length": 5000,
"api-version": "2.0.2"
}
US hourly demand and net generation of electricity by subregion
Dashboard: https://www.eia.gov/opendata/browser/electricity/rto/region-data
API URL: https://api.eia.gov/v2/electricity/rto/region-data/data/
METHOD: GET
SERIES DESCRIPTION: Hourly demand, day-ahead demand forecast, net generation, and interchange by balancing authority. Source: Form EIA-930 Product: Hourly Electric Grid Monitor
Header:
"X-Params": {
"frequency": "hourly",
"data": [
"value"
],
"facets": {
"type": [
"D",
"NG"
]
},
"start": null,
"end": null,
"sort": [
{
"column": "period",
"direction": "desc"
}
],
"offset": 0,
"length": 5000,
"api-version": "2.0.2"
}
Monthly demand for natural gas
Dashboard: https://www.eia.gov/opendata/browser/natural-gas/sum/lsum
API URL: https://api.eia.gov/v2/natural-gas/sum/lsum/data/
METHOD: GET
Header:
"X-Params": {
"frequency": "monthly",
"data": [
"value"
],
"facets": {
"series": [
"N3010NY2"
]
},
"start": null,
"end": null,
"sort": [
{
"column": "period",
"direction": "desc"
}
],
"offset": 0,
"length": 5000,
"api-version": "2.0.2"
}
Vehicle Miles Traveled
Source: FRED
Link: https://fred.stlouisfed.org/series/TRFVOLUSM227NFWA
Total Vehicle Sales
Source: FRED
Link: https://fred.stlouisfed.org/series/TOTALNSA
Total Construction Spending: Total Construction in the United States
Source: FRED
Link: https://fred.stlouisfed.org/series/TTLCON
Air Traffic Passenger Statistics
Source: SF Data Portal
Link: https://data.sfgov.org/Transportation/Air-Traffic-Passenger-Statistics/rkru-6vcg
Air Traffic Landings Statistics
Source: SF Data Portal
Link: https://data.sfgov.org/Transportation/Air-Traffic-Landings-Statistics/fpux-q53t
Recommendation from LinkedIn post:
- https://db.nomics.world/
- https://datasetsearch.research.google.com/
- Eurostat Tourism - https://ec.europa.eu/eurostat/databrowser/view/TOUR_OCC_NIM__custom_1357282/default/table?lang=en
- Income and Wealth Inequality in America, 1949–2016 - https://www.journals.uchicago.edu/doi/10.1086/708815
- https://zenodo.org/record/2582968
- Open sky - https://opensky-network.org/
- California ISO - http://www.caiso.com/todaysoutlook/pages/default.aspx
- https://physionet.org/about/database/
- https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0177312
- https://journals.humankinetics.com/view/journals/jab/33/6/article-p464.xml
- https://github.com/TenanATC/EMG
Recommendation from Twitter post:
- TFL data - https://t.co/sdzmokWiqW
- Road crash data - stats19 https://docs.ropensci.org/stats19/
- IPEADATA API https://github.com/gomesleduardo/ipeadatar
- Envirnmental data - https://twitter.com/USGS_DataSci/status/1384541933222178816
- Water data - https://waterdata.usgs.gov/blog/tags/dataretrieval/
Daily demand, day-ahead demand forecast, net generation, and interchange by balancing authority
Dashboard: https://www.eia.gov/opendata/browser/electricity/rto/daily-region-data
API URL: https://api.eia.gov/v2/electricity/rto/daily-region-data/data/
METHOD: GET
Header:
"X-Params": {
"frequency": "daily",
"data": [
"value"
],
"facets": {
"timezone": [
"Pacific"
],
"type": [
"D"
]
},
"start": null,
"end": null,
"sort": [
{
"column": "period",
"direction": "desc"
}
],
"offset": 0,
"length": 5000,
"api-version": "2.0.2"
}