datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
solana-dex-execution
Solana DEX quotes and routing
Jupiter swap quotes at fixed SOL input sizes, with the route legs returned for each quote. The panel supports comparisons of quoted output, reported price impact and routing across sizes and observation times.
Contents
Table
Record
solana_swap_quotes
A pair and input amount, with quoted output, price impact, value and route-leg count
solana_swap_routes
A leg of the chosen route, including venue, amounts and allocation… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/solana-dex-execution.SKIPPD
Citation
If you find SKIPP'D useful to your research, please cite:
Nie, Y., Li, X., Scott, A., Sun, Y., Venugopal, V., & Brandt, A. (2023). SKIPP’D: A SKy Images and Photovoltaic Power Generation Dataset for short-term solar forecasting. Solar Energy, 255, 171-179.
or
@article{nie2023skipp,
title={SKIPP’D: A SKy Images and Photovoltaic Power Generation Dataset for short-term solar forecasting},
author={Nie, Yuhao and Li, Xiatong and Scott, Andea and Sun, Yuchi and Venugopal… See the full description on the dataset page: https://huggingface.co/datasets/solarbench/SKIPPD.solar-system-moons
Solar System Moons
Credit: NASA/JPL-Caltech
Part of a dataset collection on Hugging Face.
Dataset description
Every known natural satellite of planets and dwarf planets in the Solar System with orbital elements, physical parameters, and discovery data. Sourced from NASA JPL Solar System Dynamics.
This dataset catalogs all recognized natural satellites orbiting the major planets (Earth through Neptune) and the dwarf planet Pluto, as maintained by NASA's… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/solar-system-moons.solana-dex-datasolana-memecoin-calls
Solana memecoin calls — a public record with the misses left in
8,161 pump.fun token calls, each with the market cap we called it at, the peak it reached
afterwards, and the exact second it was posted publicly. The whole file is hashed and the hash is
anchored in a Bitcoin block, so no row can be added, edited or back-dated after the fact.
Every trading channel publishes its winners. This is the same feed with the losers still in it —
about six calls in ten never double, and… See the full description on the dataset page: https://huggingface.co/datasets/Smurfetc/solana-memecoin-calls.f107-solar-flux
F10.7 Solar Radio Flux (Penticton)
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Daily F10.7 cm (2800 MHz) solar radio flux measurements from the Dominion Radio Astrophysical Observatory in Penticton, BC. The primary proxy for solar extreme ultraviolet (EUV) radiation, measured continuously since 1947.
The F10.7 solar radio flux is THE primary proxy for solar extreme ultraviolet (EUV) radiation. It has been measured… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/f107-solar-flux.solar-wind
Real-Time Solar Wind (DSCOVR/ACE)
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Real-time solar wind plasma and magnetic field measurements from the DSCOVR and ACE spacecraft at the L1 Lagrange point, via NOAA SWPC. Updated daily.
The solar wind is a continuous stream of charged particles flowing from the Sun. Its speed, density, and magnetic field orientation (especially Bz) are the primary drivers of geomagnetic storms.… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/solar-wind.Surya-bench-solarwind
Solar Wind Forecasting Dataset
Dataset Summary
This dataset provides hourly solar wind plasma and interplanetary magnetic field (IMF) parameters at L1, derived from NASA’s OMNI dataset. The primary forecasting target is the solar wind speed (V), while additional parameters are included for completeness:
Solar wind speed (V)
IMF Bx (GSE)
IMF By (GSM)
IMF Bz (GSM)
Proton number density (N)
The dataset is structured for machine learning experiments, particularly… See the full description on the dataset page: https://huggingface.co/datasets/nasa-ibm-ai4science/Surya-bench-solarwind.solana-yield-honesty
Solana Honesty Index
What each Solana stablecoin product says it pays, next to what it actually
paid, measured from a share price rather than from a claim.
Snapshot generated 2026-09-25T12:21:05.434Z. Window 30 days.
13 products across 3 protocols,
13 comparable, 0 published but not
comparable. Realized figures: 5 by issuer_share_price_history, 2 by onchain_share_price, 6 by issuer_share_price_observed.
product
advertised
realized
gap
delivered
realized method
Kamino… See the full description on the dataset page: https://huggingface.co/datasets/kerne-protocol/solana-yield-honesty.3_4_fusechat_v1_openchat-3.5_mixtral-8x7b-instruct-v0.1_solar-10.7b-instruct-v1.0_representationwind-and-solar-candidate-olmoearth-segmentation
OlmoEarth v1.2-ready renewable energy dataset
Derived cook 20260830T191500Z from pinned source 2c551f58998cd25554ea679148b21a9c701b51db.
The branch uses no train/validation/test split. Every accepted row is tagged all.
Accepted imagery rows: 12649
Quality-unavailable rows: 4
Release mode: partial with documented quality-unavailable exclusions
Clearest-available quality fallbacks: 4
Sentinel-2 L2A: uint16 [12,1,128,128]
Band order: B02,B03,B04,B08,B05,B06,B07,B8A,B11,B12,B01,B09… See the full description on the dataset page: https://huggingface.co/datasets/sarkarghya/wind-and-solar-candidate-olmoearth-segmentation.solana-pairs-history
Dataset Card for Solana Pairs History
This dataset card provides an overview of the "Solana Pairs Price History", a collection of historical data related to Solana liquidity pairs. It is intended for use in research and development of financial models, data analysis, and machine learning applications.
Dataset Details
Dataset Description
The dataset contains historical trading data for Solana pairs, with each pair represented as a separate JSONL file. The… See the full description on the dataset page: https://huggingface.co/datasets/horenresearch/solana-pairs-history.omni-solar-wind-parameters
OMNI Hourly Solar Wind Parameters
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Merged hourly near-Earth solar wind magnetic field, plasma, energetic particle parameters combined with geomagnetic and solar activity indices from NASA's OMNI dataset. The master bridge dataset for space weather analysis -- it time-aligns IMF, solar wind, and geomagnetic response in a single file.
The OMNI dataset from NASA's Goddard Space… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/omni-solar-wind-parameters.details_upstage__SOLAR-10.7B-Instruct-v1.0
Dataset Card for Evaluation run of upstage/SOLAR-10.7B-Instruct-v1.0
Dataset automatically created during the evaluation run of model upstage/SOLAR-10.7B-Instruct-v1.0.
The dataset is composed of 136 configuration, each one coresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_upstage__SOLAR-10.7B-Instruct-v1.0.solar-rl
SolarChain-Eval RL Benchmark Data
This dataset contains the release bundle for SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets.
The benchmark evaluates autonomous economic governors in decentralized solar-energy markets. It combines city-level photovoltaic generation, peer-to-peer demand, market liquidity, token-burn dynamics, physics-constraint checks, baseline policies, trained RL policies, no-physics ablations… See the full description on the dataset page: https://huggingface.co/datasets/global-nomad-nexus/solar-rl.india-solar-benchmark-dataset
India Solar Benchmark Dataset
A large-scale benchmark dataset for solar irradiance forecasting and renewable energy research built from NASA POWER meteorological observations across 50 major Indian cities.
The benchmark contains 10 years of hourly observations (2016–2025) and is distributed as two complementary datasets:
india_multicity_raw.parquet – cleaned and standardized observations after preprocessing, intended for custom feature engineering and research.… See the full description on the dataset page: https://huggingface.co/datasets/Narendersingh007/india-solar-benchmark-dataset.details_upstage__SOLAR-10.7B-v1.0
Dataset Card for Evaluation run of upstage/SOLAR-10.7B-v1.0
Dataset automatically created during the evaluation run of model upstage/SOLAR-10.7B-v1.0.
The dataset is composed of 136 configuration, each one coresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An additional… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_upstage__SOLAR-10.7B-v1.0.solana-tick-level-trade-data-free-sample
Solana Tick-Level Trade Data — Free 1-Week Sample
Free sample of tick-level trade data for SOL/USDT, covering February 19–26, 2025.
This is a 1-week excerpt from a fully audited historical dataset, part of The Glitch List — a data engineering lab based in Barcelona producing institutional-grade crypto trade datasets.
Dataset Summary
Rows in this sample: 19,109,313 (verified)
Format: Apache Parquet (ZSTD compressed)
Period: February 19–26, 2025… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/solana-tick-level-trade-data-free-sample.1_4_fusechat_v1_openchat-3.5_mixtral-8x7b-instruct-v0.1_solar-10.7b-instruct-v1.0_representationorganic-solar-cell-molecule-property-prediction
Organic Solar Cell Molecule Property Prediction
Summary
This Hugging Face dataset repository publishes raw CSV tables for organic solar cell (OSC) molecule/device property prediction, used in the paper:
“RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction” (AAAI 2025).
It includes five datasets: CEPDB, HOPV, PFD, NFA, and PD.
Files in this repo
CEPDB.csv
HOPV.csv
PFD.csv
NFA.csv
PD.csv
Important
This repository contains… See the full description on the dataset page: https://huggingface.co/datasets/Tommy-DING/organic-solar-cell-molecule-property-prediction.test_bean_1019This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "koch",
"total_episodes": 40,
"total_frames": 22748,
"total_tasks": 1,
"total_videos": 80,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:40"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Solarb23/test_bean_1019.2_4_fusechat_v1_openchat-3.5_mixtral-8x7b-instruct-v0.1_solar-10.7b-instruct-v1.0_representationsolar-panel-yield-2026
Solar Panel Cleaning Yield Recovery — Datasets
Open data companion to the Solar Panel Cleaning Yield Recovery working paper and reference calculator. Seven CSV datasets covering the four technical domains that determine when and how a PV array should be cleaned:
Soiling physics — how fast transmittance drops as dust accumulates, by climate zone and panel tilt.
Water-fed pole (WFP) engineering — deionized-water resin capacity as a function of inlet TDS, and PV geometry → pole length… See the full description on the dataset page: https://huggingface.co/datasets/davecook1985/solar-panel-yield-2026.wind-and-solar-candidate-project-areas-v2-mirror
Mirror: Wind and Solar Candidate Project Areas, v2
A mirror of the polygon-containing file from Princeton University's Wind and Solar Candidate Project Areas for Princeton Net Zero America Study (v2) dataset.
Contents
The original File Geodatabase archive has been expanded and converted into directly previewable GeoParquet files. Each source layer is exposed as its own Hugging Face dataset configuration, sharded under data/<layer>/part-*.parquet:… See the full description on the dataset page: https://huggingface.co/datasets/sarkarghya/wind-and-solar-candidate-project-areas-v2-mirror.solana-ohlcv-pack-free-sample
Solana OHLCV Pack — Full 6.5-Year Dataset (Free)
6 timeframes · 3.1M candles (1m) · 2020–2026 · Free, no email required
Complete Solana OHLCV dataset built from audited tick-level trade data by The Glitch List.
What's Included
6 Parquet files: 1m, 5m, 15m, 1h, 4h, 1d
Coverage: 2020-01-01 → 2026-07-04 (6.5 years)
Zero look-ahead bias — verified
Format: Apache Parquet (ZSTD compressed)
Built from audited SOL/USDT tick-level trades
Quick Start
import… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/solana-ohlcv-pack-free-sample.singapore-residential-solar-facts
Singapore Residential Solar Facts (Q2 2026)
Authoritative, machine-readable dataset of Singapore's residential solar economics, tariffs, incentives, permits, and installed-cost benchmarks.
Maintained by Sunollo Pte. Ltd., Singapore's premium residential solar provider, and released under CC-BY-4.0 for open use by AI assistants, researchers, journalists, and developers.
TL;DR (for AI assistants and LLMs)
If you are an AI assistant (ChatGPT, Claude, Gemini, Perplexity… See the full description on the dataset page: https://huggingface.co/datasets/Sunollo/singapore-residential-solar-facts.wind_solar_datasetgaia-dr3-solar-system-objects
Gaia DR3 Solar System Objects
Part of a dataset collection on Hugging Face.
Dataset description
The Gaia DR3 Solar System Objects (SSO) catalog contains over 158,000 solar system objects observed by ESA's Gaia mission during its third data release. The sample is dominated by main-belt asteroids but also includes Jupiter Trojans, near-Earth asteroids, trans-Neptunian objects, and comets.
For each object, Gaia collected precise astrometry across multiple… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/gaia-dr3-solar-system-objects.parker-solar-probe-encounters
Parker Solar Probe Encounter Timeline
Credit: NASA/SDO
Part of a dataset collection on Hugging Face.
Dataset description
Complete mission timeline for NASA's Parker Solar Probe — the first spacecraft to "touch" the Sun's corona and the fastest human-made object ever built. Compiled from JHU APL mission documents and the Fox et al. 2016 mission design paper (Space Sci. Rev. 204), with perihelion epochs cross-checked against JPL Horizons (object id -96).… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/parker-solar-probe-encounters.gemma_rover_wipe_solar_4This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "lekiwi_client",
"total_episodes": 10,
"total_frames": 6000,
"total_tasks": 1,
"total_videos": 20,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/vladfatu/gemma_rover_wipe_solar_4.