datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
world-signals
World Signals — a daily cross-country snapshot of attention
One folder per day under data/YYYY-MM-DD/, and the same files copied to latest/.
Built every morning (JST) by the EmpireOS world model. Nothing is generated by a model; every row is a measurement from a public source.
file
what
source
search_trends.csv
rising searches, 30 countries, with approximate traffic and the headline that drove them
Google Trends daily RSS
podcast_charts.csv
top-100 podcasts, 30… See the full description on the dataset page: https://huggingface.co/datasets/Lilambd/world-signals.FinRL_BTC_news_signals
Overview
This news dataset is created for FinAI Contest 2025 Task 1 FinRL-DeepSeek for Crypto Trading. We collected BTC news for the training and testing period from different sources [1] [2]. For each news, we use the DeepSeek chat model to extract the sentiment score, risk level, and their correpsonding confidence level and one-sentence reasoning.
Column
Description
date_time
Timestamp of when the news article was published (in UTC).
title
Title of the news article.… See the full description on the dataset page: https://huggingface.co/datasets/SecureFinAI-Lab/FinRL_BTC_news_signals.ringdown-damping-signals
Ring-Down Damping Signals: 12K Labelled Decay Waveforms
How this dataset was created
This is original data created programmatically — it was not collected, recorded, scraped, or
derived from any external source. Each of the 12,000 signals was generated from scratch by a
deterministic, seeded Python program:
Draw the label theta uniformly at random from [1, 5], plus a random overall base-decay rate.
Pick a random number of tones ("modes", 30–55), each with a… See the full description on the dataset page: https://huggingface.co/datasets/botfx/ringdown-damping-signals.unnat-alpha-signals-india
🚀 Unnat Alpha Signals India (UASI)
Institutional Multi-Factor Quantitative Intelligence & Alpha Signals for Indian Equities (NSE / BSE)
📌 Executive Summary
Unnat Alpha Signals India (UASI) is an institutional-grade quantitative equities intelligence dataset curated and maintained by Unnat Stock AI (a flagship sovereign fintech division of Unnat AI Solutions and Unnat Tuition Centre).
This dataset provides researchers, algorithmic traders, quantitative… See the full description on the dataset page: https://huggingface.co/datasets/unnattuition/unnat-alpha-signals-india.aikyatansinha_s-and-p-500-institutional-signals-dataset
S&P 500 Institutional Signals Dataset
S&P 500 Institutional Derivatives: Vectorized Black-Scholes & Z-Score Analysis
Dataset Info
Source: Kaggle
Original Size: 28.60 MB
Kaggle Downloads: 8
Files: 1
Files
SP500_Institutional_Signals.csv
Mirrored from Kaggle
vicroads-traffic-signals
Data Description
The project uses SCATS (Sydney Coordinated Adaptive Traffic System) traffic flow data from 2014 to 2024 SCAT. The data includes:
Traffic volume counts at 15-minute intervals
Multiple detector sites across road networks
Additional contextual data like public holidays, school locations, traffic lights etc.
The raw data is preprocessed and transformed into a format suitable for time series prediction models.
GitHub: PinkBro
File and versions:… See the full description on the dataset page: https://huggingface.co/datasets/PinkBro/vicroads-traffic-signals.crypto-ai-trading-signals-datasetdiplomatic_signalsprediction_market_signals