datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
poly-xrp-orderbookbybit-linear-perps-xrpusdtCryptoLM-Ripple-XRP-USDT
XRP Price Dataset with Technical Indicators
Welcome to the XRP / USDT Price Dataset with Technical Indicators, hosted by the WinkingFace Team. This dataset is designed to provide comprehensive historical data on XRP prices along with a variety of technical indicators to aid in cryptocurrency trading analysis and research. The dataset is updated every 3 minutes (delayed 1 minute).
Dataset Description
This dataset includes the following columns:
timestamp: The date and… See the full description on the dataset page: https://huggingface.co/datasets/WinkingFace/CryptoLM-Ripple-XRP-USDT.gspc-xrpl-16
XRPL 16 — reader mirror
XRPL reader n=16, writes_board=false. Reader facts, not board grades. Not Archax/OpenEden.
SWIFT census (live): https://councilof.ai/api/swift
XRPL reader (live): https://councilof.ai/api/xrpl
Alias / internance of the XRPL reader-16. Canonical live reader: GET https://councilof.ai/api/xrpl. Does not write the GSPC board. Not a certificate.
The live board is the authority
GET https://councilof.ai/api/gspc — quote totals.public_count.… See the full description on the dataset page: https://huggingface.co/datasets/csoai/gspc-xrpl-16.registry-harvest-xrpl-mica-lei
Free-registry harvest — XRPL issuers × MiCA × LEI
Public registers and public ledgers joined, read 2026-09-04T07:12:30Z. Every source is free, keyless and re-runnable by
anyone. No part of this needed a relationship, an API key, or anyone's permission.
The finding
Of the 16 XRPL issued assets in the CSOAI reader, 5 join to a MiCA e-money-token authorisation.
group
n
declares an on-chain domain
enforces allowlisting
retains freeze capability… See the full description on the dataset page: https://huggingface.co/datasets/csoai/registry-harvest-xrpl-mica-lei.xrpl-16-reader
XRPL reader n=16 — mirror of /api/xrpl
DISCOVERED / reader mirror — mirrors live GET https://councilof.ai/api/xrpl (kind=reader · writes_board=false · n=16): identity-verified XRPL issued assets. Not a grade. Not clients. Never a writer of the board at https://councilof.ai/api/gspc.
SWIFT census (live): https://councilof.ai/api/swift
XRPL reader (live): https://councilof.ai/api/xrpl
Sixteen names, verbatim from the live reader. Archax and OpenEden are not on this reader; they… See the full description on the dataset page: https://huggingface.co/datasets/csoai/xrpl-16-reader.xrpusdt_spot_1m_05_2021_to_03_2026
XRPUSDT Spot 1-Minute OHLCV Dataset
1-minute OHLCV candlestick data for the XRP/USDT spot pair on Binance,
covering May 1, 2021 to February 28, 2026.
Rows: 2,541,600
Completeness: 100.00%
Time Range: May 1, 2021 — February 28, 2026
Columns
Column
Type
Description
timestamp
datetime64[ns]
Candle open time (UTC)
open
float64
Opening price (USDT)
high
float64
Highest price in the candle
low
float64
Lowest price in the candle
close
float64
Closing… See the full description on the dataset page: https://huggingface.co/datasets/Mindbyte-89/xrpusdt_spot_1m_05_2021_to_03_2026.xrp-ohlcv-pack-free-sample
Ripple OHLCV Pack — Full 6.5-Year Dataset (Free)
6 timeframes · 3.4M candles (1m) · 2020–2026 · Free, no email required
Complete Ripple 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 XRP/USDT tick-level trades
Quick Start
import… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/xrp-ohlcv-pack-free-sample.xrp-usdt-1h-candles
XRP-USDT 1-Hour Candles
Full-history 1-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:00:00Z to 2026-08-13T23:00:00Z (72,481 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-1h-candles.xrp-tick-level-trade-data-free-sample
XRP Tick-Level Trade Data — Free 1-Week Sample
Free sample of tick-level trade data for XRP/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: 14,953,863 (verified)
Format: Apache Parquet (ZSTD compressed)
Period: February 19–26, 2025… See the full description on the dataset page: https://huggingface.co/datasets/jalvart/xrp-tick-level-trade-data-free-sample.xrpusdt_spot_1m_05_2021_to_03_2026
XRPUSDT Spot 1-Minute OHLCV Dataset
1-minute OHLCV candlestick data for the XRP/USDT spot pair on Binance,
covering May 1, 2021 to February 28, 2026.
Rows: 2,541,600
Completeness: 100.00%
Time Range: May 1, 2021 — February 28, 2026
Columns
Column
Type
Description
timestamp
datetime64[ns]
Candle open time (UTC)
open
float64
Opening price (USDT)
high
float64
Highest price in the candle
low
float64
Lowest price in the candle
close
float64
Closing… See the full description on the dataset page: https://huggingface.co/datasets/Torch-Trade/xrpusdt_spot_1m_05_2021_to_03_2026.XRPxrpusdt_spot_1m_05_2021_to_03_2026
xrpusdt_spot_1m_05_2021_to_03_2026 (TsFile)
Apache TsFile version of Torch-Trade/xrpusdt_spot_1m_05_2021_to_03_2026.
Converted rows: 2,541,600
Data files: ['xrpusdt_spot_1m_05_2021_to_03_2026.tsfile']
Usage
Install the Apache TsFile Python SDK (pip install tsfile) and read a converted file:
from pathlib import Path
from tsfile import TsFileReader
path = Path("xrpusdt_spot_1m_05_2021_to_03_2026.tsfile")
with TsFileReader(str(path)) as reader:
schemas =… See the full description on the dataset page: https://huggingface.co/datasets/THULab/xrpusdt_spot_1m_05_2021_to_03_2026.xrp-usdt-4h-candles
XRP-USDT 4-Hour Candles
Full-history 4-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:00:00Z to 2026-08-13T20:00:00Z (18,133 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-4h-candles.xrp-usdt-1m-candles
XRP-USDT 1-Minute Candles
Full-history minute-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:11:00Z to 2026-08-13T23:59:00Z (4,348,188 candles, UTC).
Covers the pair's entire listed history from first traded minute to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-1m-candles.cryptolake-binance-futures-xrp
Cryptolake raw market data — Binance USDT-M futures (XRP)
Raw market-data archive (Cryptolake subscription capture; coverage ~2024-11 .. 2026-06, gaps possible):
20-level order-book snapshots (book), trades, funding/mark-price (funding),
liquidations (forceOrders), open-interest polls. One snappy parquet per day per stream,
layout raw/<stream>/exchange=BINANCE_FUTURES/symbol=XRP-USDT-PERP/dt=<DAY>/.
Mirror of gs://market-data-0998ac51/raw/ (GCP->HF migration 2026-08-22; ledger:… See the full description on the dataset page: https://huggingface.co/datasets/delmiron27/cryptolake-binance-futures-xrp.xrpo-repro-artifactsrecorder-binance-futures-xrp
chronos recorder archive — Binance USDT-M futures XRP
L2 order-book (depth snapshots + diffs) and trades streams for XRPUSDT and XRPUSDC perpetuals.
Recorded 24/7 by the chronos market recorder (GitHub:
BlackDigitalStudio/crypto-market-recorder) on VM scalper-recorder (Tokyo) up to
2026-08-05 ~18:xx UTC. Hourly snappy-parquet files, layout preserved 1:1 from
gs://recorder-data-asia-0998ac51/chronos/scalper-recorder/...
(GCP->HF migration 2026-08-22; ledger:… See the full description on the dataset page: https://huggingface.co/datasets/delmiron27/recorder-binance-futures-xrp.xrp-usdt-12h-candles
XRP-USDT 12-Hour Candles
Full-history 12-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T00:00:00Z to 2026-08-13T12:00:00Z (6,048 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-12h-candles.TexttoVideolaurashin_New_Order_in_SEC_vs__Ripple_Over_XRP_Is_a_Win_for_Crypto_What_Happens_Now_-_Ep__518synthetic-trades-XRP-cleaned_params
Descriptive Statistics for final_pnl_ratio:
Count: 16603
Mean: -0.0464
Median: -0.0037
Standard Deviation: 0.1414
Min: -1.2449
Max: 0.1881
25th Percentile (Q1): -0.0208
75th Percentile (Q3): -0.0008
Total trades analyzed: 16603
Trade Range:
99% of trades have a Final PnL Ratio between: -1.0009 and 0.0186 (This means 99% of your PnL ratios fall within this range.)
Risk Analysis:
Number of trades with >30% loss (PnL < -0.30): 699
Probability of a catastrophic loss (>30% loss): 4.21%… See the full description on the dataset page: https://huggingface.co/datasets/ChavyvAkvar/synthetic-trades-XRP-cleaned_params.Humanlikexrpl-quantum-exposure-dataset
XRPL Quantum Exposure Dataset
Per-account quantum-vulnerability classification for all 7,810,364 XRPL accounts at ledger snapshot 2026-04-26. Includes the underlying ledger objects (every AccountRoot, every SignerList, every Escrow and PayChannel) and the per-account exposure analysis derived from a full-history scan of account_tx.
What's in this dataset
File
Rows
Description
account_classification.csv
7,810,364
Main deliverable. Per-account v4 risk… See the full description on the dataset page: https://huggingface.co/datasets/xVetx/xrpl-quantum-exposure-dataset.xrp-usdt-2h-candles
XRP-USDT 2-Hour Candles
Full-history 2-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:00:00Z to 2026-08-13T22:00:00Z (36,250 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-2h-candles.WealthBuilder5PlugplayXrpBrainsCryptostrategist