Hugging Face's logo

Datasets:
Abraxasccs
/
kraken-market-data

Tasks:
Time Series Forecasting
Languages:
English
Size:
1K<n<10K
Tags:
finance
cryptocurrency
trading
market-data
parquet
kraken
License:
Dataset card Files
xet
Community
1
Dataset Viewer
Duplicate
The dataset viewer is not available for this split.
The info cannot be fetched for the config 'default' of the dataset.
Error code:   InfoError
Exception:    HfHubHTTPError
Message:      502 Server Error: Bad Gateway for url: https://huggingface.co/api/datasets/Abraxasccs/kraken-market-data/tree/f89a33d31a0f35ad792ca9afcac0401d34c73a55/data?expand=false&recursive=true&limit=1000&cursor=ZXlKbWFXeGxYMjVoYldVaU9pSmtZWFJoTDJOeWVYQjBieTkwY21Ga1pTOHlNREkxTFRFeUxURTRMekEwTG5CaGNuRjFaWFFpTENKMGNtVmxYMjlwWkNJNkltVmtNbVF4TTJVNU1UVXpORFU1TURSbE16VTNaV0U1T0RkbVltUmlZelE0WVRsa1kyVmhNVElpZlE9PToxMzAwMA%3D%3D
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 223, in compute_first_rows_from_streaming_response
                  info = get_dataset_config_info(path=dataset, config_name=config, token=hf_token)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 268, in get_dataset_config_info
                  builder = load_dataset_builder(
                            ^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1132, in load_dataset_builder
                  dataset_module = dataset_module_factory(
                                   ^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1031, in dataset_module_factory
                  raise e1 from None
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1004, in dataset_module_factory
                  ).get_module()
                    ^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 631, in get_module
                  patterns = get_data_patterns(base_path, download_config=self.download_config)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/data_files.py", line 473, in get_data_patterns
                  return _get_data_files_patterns(resolver)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/data_files.py", line 284, in _get_data_files_patterns
                  data_files = pattern_resolver(pattern)
                               ^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/data_files.py", line 360, in resolve_pattern
                  for filepath, info in fs.glob(pattern, detail=True, **glob_kwargs).items()
                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 521, in glob
                  return super().glob(path, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/fsspec/spec.py", line 604, in glob
                  allpaths = self.find(root, maxdepth=depth, withdirs=True, detail=True, **kwargs)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 563, in find
                  out = self._ls_tree(path, recursive=True, refresh=refresh, revision=resolved_path.revision, **kwargs)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 446, in _ls_tree
                  self._ls_tree(
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 463, in _ls_tree
                  for path_info in tree:
                                   ^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_api.py", line 3140, in list_repo_tree
                  for path_info in paginate(path=tree_url, headers=headers, params={"recursive": recursive, "expand": expand}):
                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/utils/_pagination.py", line 46, in paginate
                  hf_raise_for_status(r)
                File "/usr/local/lib/python3.12/site-packages/huggingface_hub/utils/_http.py", line 482, in hf_raise_for_status
                  raise _format(HfHubHTTPError, str(e), response) from e
              huggingface_hub.errors.HfHubHTTPError: 502 Server Error: Bad Gateway for url: https://huggingface.co/api/datasets/Abraxasccs/kraken-market-data/tree/f89a33d31a0f35ad792ca9afcac0401d34c73a55/data?expand=false&recursive=true&limit=1000&cursor=ZXlKbWFXeGxYMjVoYldVaU9pSmtZWFJoTDJOeWVYQjBieTkwY21Ga1pTOHlNREkxTFRFeUxURTRMekEwTG5CaGNuRjFaWFFpTENKMGNtVmxYMjlwWkNJNkltVmtNbVF4TTJVNU1UVXpORFU1TURSbE16VTNaV0U1T0RkbVltUmlZelE0WVRsa1kyVmhNVElpZlE9PToxMzAwMA%3D%3D

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Kraken Market Data

Real-time market data recorded from Kraken exchange WebSocket API.

Dataset Structure 

data/
  crypto/
    ticker/      # Price snapshots (bid, ask, last, volume, etc.)
    book/        # Order book depth (bids/asks as JSON)
    ohlc/        # OHLC candlestick data
    trade/       # Individual trade executions

Data Types

Ticker Schema

Column Type Description
ts Int64 Timestamp (milliseconds since epoch)
pair String Trading pair (e.g., "BTC/USD")
bid Float64 Best bid price
ask Float64 Best ask price
last Float64 Last trade price
volume Float64 24h volume
vwap Float64 24h VWAP
high Float64 24h high
low Float64 24h low
change_pct Float64 24h change percentage

Order Book Schema

Column Type Description
ts Int64 Timestamp (milliseconds since epoch)
pair String Trading pair
bids_json String JSON array of [price, qty] tuples
asks_json String JSON array of [price, qty] tuples

OHLC Schema

Column Type Description
ts Int64 Candle timestamp (milliseconds)
pair String Trading pair
open Float64 Open price
high Float64 High price
low Float64 Low price
close Float64 Close price
volume Float64 Volume
vwap Float64 Volume-weighted average price
trades Int64 Number of trades

Trade Schema

Column Type Description
ts Int64 Trade timestamp (milliseconds)
pair String Trading pair
side String "buy" or "sell"
price Float64 Trade price
qty Float64 Trade quantity
trade_id Int64 Exchange trade ID

Usage

Python (datasets library) 

from datasets import load_dataset

# Load ticker data
ds = load_dataset("Abraxasccs/kraken-market-data", data_dir="data/crypto/ticker")

# Load specific date
ds = load_dataset(
    "Abraxasccs/kraken-market-data",
    data_files="data/crypto/ticker/2025-12-17/*.parquet"
)

Python (pandas) 

import pandas as pd

# Direct parquet read
df = pd.read_parquet("hf://datasets/Abraxasccs/kraken-market-data/data/crypto/ticker/2025-12-17/13.parquet")

Rust 

use parquet::file::reader::FileReader;
// Download files from HuggingFace Hub first

Pairs Tracked

Crypto:

  • BTC/USD, BTC/EUR
  • ETH/USD, ETH/EUR
  • SOL/USD, SOL/EUR
  • DOT/USD, DOT/EUR
  • MATIC/USD, MATIC/EUR

Data Recording

Data is recorded continuously using a Rust trading bot:

  • Crypto sampling: Every 30 seconds
  • Flush interval: Every hour
  • Upload delay: 1 hour (ensures files are complete)

License

MIT

Downloads last month
6,180