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datasets

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motivation

This repository provides a production-grade Python library (tgedr-datasets) for building and running automated data pipelines that collect, validate, and store financial market data. It orchestrates the extraction of stock tickers, daily OHLCV prices (via Yahoo Finance), and news articles (via Alpha Vantage, NewsAPI, and Finnhub), transforms them into structured formats, validates them against ODCS data contracts, and loads them into Hugging Face datasets.

datalake pipelines

tickers prices articles

articles

download @ hugging face

articles metrics

prices

download @ hugging face

prices metrics

tickers

download @ hugging face

tickers metrics

development

  • main requirements:

    • uv
    • bash
  • Clone the repository like this:

    git clone git@github.com:jtviegas/datasets
    
  • cd into the folder: cd datasets

  • install requirements: ./helper.sh reqs

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2.0.21 This release

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