Data · dataset · 2024
Cryptocurrency and S&P 500 Hourly Price Data (Feb 2022 - Feb 2024)
Listed in ScienceDB
This dataset contains hourly price data for Bitcoin, Ethereum, and the S&P 500 Index, sourced from Yahoo Finance.
Description
The data spans from February 24, 2022, to February 21, 2024, and includes the following three files:BTC Data (btc_data.csv): Bitcoin's USD price from February 24, 2022, to February 21, 2024, with 17,165 hourly data points.ETH Data (en_data.csv): Ethereum's USD price over the same period, consisting of 12,342 hourly data points.S&P 500 Data (sp500_data.csv): Hourly closing prices for the S&P 500 index, with 11,221 data points.The datasets are divided into training and testing sets, with 80% of the data allocated for training and 20% for testing.
The data is intended for multi-step time series prediction tasks, with a forecast horizon of 32 time steps.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.16913 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.16913 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |