Cite this data

If you use this data in your research, please cite the accompanying paper.

Dataset citation

To cite the dataset itself (separate from the paper):

Elkassabgi, Ahmed. 2026. HF Data Library: High-Frequency U.S. Equity Data (1-Minute OHLCV) (version 1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19501605

CITATION.cff

A machine-readable CITATION.cff file is available in the GitHub repository. GitHub will display a "Cite this repository" button automatically.

cff-version: 1.2.0
title: "HF Data Library"
message: "If you use this data, please cite it as below."
type: dataset
authors:
  - family-names: Elkassabgi
    given-names: Ahmed
    affiliation: "University of Central Arkansas"
    orcid: "https://orcid.org/0000-0002-5926-7493"
url: "https://hfdatalibrary.com"
license: CC-BY-4.0
version: "1.0"
date-released: "2026-04-09"

DOI

This dataset has a persistent DOI via Zenodo:

10.5281/zenodo.19501605

Each major version receives its own DOI, ensuring citations reference a specific, immutable snapshot of the data. The record is indexed by OpenAIRE, with submissions pending to re3data.org, Google Dataset Search, and ICPSR.

Zenodo record: https://zenodo.org/records/19501605