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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'venue', 'ts', 'rate_pct', 'asset', 'period_hours', 'apr_pct'}) and 7 missing columns ({'spot_usd', 'symbol', 'annualized_pct', 'expiry', 'tenor', 'date', 'future_usd'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data/borrow-rates.csv (at revision 5f561cb0ffc822535a4176cc9819372f7b0edeef), ['hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/basis-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/borrow-rates.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/cot-weekly.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/daily-market.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/daily-symbols.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/dvol-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/etf-flows.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/etf-fund-flows.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/etf-issuer-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/hl-whales-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/jupiter-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/kimchi-premium-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/leverage-tiers.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/liquidations-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/listings.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/metric-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/options-flow-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/options-oi-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/orderbook-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/positioning-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/premium-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/quantum-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/rsi-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/slippage-hourly.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/stablecoin-pegs-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/theme-indices-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/tradfi-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-fees.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-markets-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-networks.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-settlements.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/whale-trades-daily.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
venue: string
asset: string
ts: string
rate_pct: double
period_hours: int64
apr_pct: double
source: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1069
to
{'date': Value('string'), 'symbol': Value('string'), 'tenor': Value('string'), 'expiry': Value('string'), 'spot_usd': Value('float64'), 'future_usd': Value('float64'), 'annualized_pct': Value('float64'), 'source': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'venue', 'ts', 'rate_pct', 'asset', 'period_hours', 'apr_pct'}) and 7 missing columns ({'spot_usd', 'symbol', 'annualized_pct', 'expiry', 'tenor', 'date', 'future_usd'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data/borrow-rates.csv (at revision 5f561cb0ffc822535a4176cc9819372f7b0edeef), ['hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/basis-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/borrow-rates.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/cot-weekly.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/daily-market.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/daily-symbols.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/dvol-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/etf-flows.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/etf-fund-flows.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/etf-issuer-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/hl-whales-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/jupiter-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/kimchi-premium-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/leverage-tiers.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/liquidations-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/listings.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/metric-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/options-flow-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/options-oi-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/orderbook-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/positioning-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/premium-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/quantum-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/rsi-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/slippage-hourly.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/stablecoin-pegs-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/theme-indices-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/tradfi-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-fees.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-markets-daily.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-networks.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/venue-settlements.csv', 'hf://datasets/bykarantelicom/bykaranteli-crypto-derivatives-data@5f561cb0ffc822535a4176cc9819372f7b0edeef/whale-trades-daily.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)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.
date string | symbol string | tenor string | expiry string | spot_usd float64 | future_usd float64 | annualized_pct float64 | source string |
|---|---|---|---|---|---|---|---|
2026-08-06 | BTC | current_quarter | 2026-09-25 | 64,448.7 | 64,807.7 | 4.1047 | bykaranteli.com |
2026-08-06 | BTC | next_quarter | 2026-12-25 | 64,448.7 | 65,523.9 | 4.333 | bykaranteli.com |
2026-08-06 | ETH | current_quarter | 2026-09-25 | 1,909.02 | 1,914.31 | 2.042 | bykaranteli.com |
2026-08-06 | ETH | next_quarter | 2026-12-25 | 1,909.01 | 1,928.47 | 2.6476 | bykaranteli.com |
2026-08-07 | BTC | current_quarter | 2026-09-25 | 64,271.22 | 64,643.7 | 4.2888 | bykaranteli.com |
2026-08-07 | BTC | next_quarter | 2026-12-25 | 64,271.22 | 65,358.2 | 4.3992 | bykaranteli.com |
2026-08-07 | ETH | current_quarter | 2026-09-25 | 1,900.8 | 1,906.06 | 2.0478 | bykaranteli.com |
2026-08-07 | ETH | next_quarter | 2026-12-25 | 1,900.8 | 1,920.05 | 2.6343 | bykaranteli.com |
2026-08-08 | BTC | current_quarter | 2026-09-25 | 64,895.08 | 65,243.8 | 4.0589 | bykaranteli.com |
2026-08-08 | BTC | next_quarter | 2026-12-25 | 64,895.09 | 65,972.8 | 4.3507 | bykaranteli.com |
2026-08-08 | ETH | current_quarter | 2026-09-25 | 1,914.31 | 1,919.92 | 2.2136 | bykaranteli.com |
2026-08-08 | ETH | next_quarter | 2026-12-25 | 1,914.31 | 1,934.85 | 2.811 | bykaranteli.com |
2026-08-09 | BTC | current_quarter | 2026-09-25 | 64,960.28 | 65,311.4 | 4.169 | bykaranteli.com |
2026-08-09 | BTC | next_quarter | 2026-12-25 | 64,960.28 | 66,036.5 | 4.3717 | bykaranteli.com |
2026-08-09 | ETH | current_quarter | 2026-09-25 | 1,918.39 | 1,924.1 | 2.2957 | bykaranteli.com |
2026-08-09 | ETH | next_quarter | 2026-12-25 | 1,918.38 | 1,936.01 | 2.425 | bykaranteli.com |
2026-08-10 | BTC | current_quarter | 2026-09-25 | 65,133.99 | 65,484.2 | 4.2366 | bykaranteli.com |
2026-08-10 | BTC | next_quarter | 2026-12-25 | 65,133.99 | 66,198.3 | 4.3432 | bykaranteli.com |
2026-08-10 | ETH | current_quarter | 2026-09-25 | 1,921.56 | 1,926.37 | 1.9724 | bykaranteli.com |
2026-08-10 | ETH | next_quarter | 2026-12-25 | 1,921.78 | 1,940.8 | 2.6306 | bykaranteli.com |
2026-08-11 | BTC | current_quarter | 2026-09-25 | 63,978.45 | 64,300.3 | 4.0513 | bykaranteli.com |
2026-08-11 | BTC | next_quarter | 2026-12-25 | 63,977.6 | 64,933.6 | 4.0009 | bykaranteli.com |
2026-08-11 | ETH | current_quarter | 2026-09-25 | 1,872.97 | 1,878.35 | 2.3133 | bykaranteli.com |
2026-08-11 | ETH | next_quarter | 2026-12-25 | 1,872.97 | 1,891.89 | 2.7047 | bykaranteli.com |
2026-08-12 | BTC | current_quarter | 2026-09-25 | 63,602.49 | 63,902.6 | 3.8857 | bykaranteli.com |
2026-08-12 | BTC | next_quarter | 2026-12-25 | 63,602.49 | 64,606.6 | 4.2582 | bykaranteli.com |
2026-08-12 | ETH | current_quarter | 2026-09-25 | 1,881.81 | 1,886.32 | 1.9736 | bykaranteli.com |
2026-08-12 | ETH | next_quarter | 2026-12-25 | 1,881.59 | 1,900.53 | 2.715 | bykaranteli.com |
2026-08-13 | BTC | current_quarter | 2026-09-25 | 63,608.43 | 63,926.8 | 4.2169 | bykaranteli.com |
2026-08-13 | BTC | next_quarter | 2026-12-25 | 63,608.44 | 64,632.8 | 4.376 | bykaranteli.com |
2026-08-13 | ETH | current_quarter | 2026-09-25 | 1,883.17 | 1,888.71 | 2.4786 | bykaranteli.com |
2026-08-13 | ETH | next_quarter | 2026-12-25 | 1,883.17 | 1,902.03 | 2.7214 | bykaranteli.com |
2026-08-14 | BTC | current_quarter | 2026-09-25 | 63,503.24 | 63,874.7 | 5.0447 | bykaranteli.com |
2026-08-14 | BTC | next_quarter | 2026-12-25 | 63,503.23 | 64,557.7 | 4.546 | bykaranteli.com |
2026-08-14 | ETH | current_quarter | 2026-09-25 | 1,886.25 | 1,891 | 2.1718 | bykaranteli.com |
2026-08-14 | ETH | next_quarter | 2026-12-25 | 1,886.39 | 1,904.72 | 2.6602 | bykaranteli.com |
2026-08-15 | BTC | current_quarter | 2026-09-25 | 63,012.38 | 63,333.1 | 4.4958 | bykaranteli.com |
2026-08-15 | BTC | next_quarter | 2026-12-25 | 63,012.38 | 64,017.4 | 4.3995 | bykaranteli.com |
2026-08-15 | ETH | current_quarter | 2026-09-25 | 1,882.29 | 1,886.61 | 2.0272 | bykaranteli.com |
2026-08-15 | ETH | next_quarter | 2026-12-25 | 1,882.29 | 1,901.15 | 2.7638 | bykaranteli.com |
2026-08-16 | BTC | current_quarter | 2026-09-25 | 63,071.74 | 63,371.6 | 4.3036 | bykaranteli.com |
2026-08-16 | BTC | next_quarter | 2026-12-25 | 63,071.74 | 64,075.7 | 4.4242 | bykaranteli.com |
2026-08-16 | ETH | current_quarter | 2026-09-25 | 1,882.58 | 1,887.87 | 2.5436 | bykaranteli.com |
2026-08-16 | ETH | next_quarter | 2026-12-25 | 1,882.53 | 1,902.08 | 2.8864 | bykaranteli.com |
2026-08-17 | BTC | current_quarter | 2026-09-25 | 62,905.26 | 63,170.4 | 3.9124 | bykaranteli.com |
2026-08-17 | BTC | next_quarter | 2026-12-25 | 62,905.25 | 63,906.6 | 4.4583 | bykaranteli.com |
2026-08-17 | ETH | current_quarter | 2026-09-25 | 1,875.16 | 1,879.88 | 2.3364 | bykaranteli.com |
2026-08-17 | ETH | next_quarter | 2026-12-25 | 1,875.16 | 1,894.57 | 2.8991 | bykaranteli.com |
2026-08-18 | BTC | current_quarter | 2026-09-25 | 64,440 | 64,743.6 | 4.4873 | bykaranteli.com |
2026-08-18 | BTC | next_quarter | 2026-12-25 | 64,452.78 | 65,470 | 4.4544 | bykaranteli.com |
2026-08-18 | ETH | current_quarter | 2026-09-25 | 1,910.88 | 1,915.09 | 2.0984 | bykaranteli.com |
2026-08-18 | ETH | next_quarter | 2026-12-25 | 1,911.27 | 1,929.87 | 2.7467 | bykaranteli.com |
2026-08-19 | BTC | current_quarter | 2026-09-25 | 64,562 | 64,848 | 4.3322 | bykaranteli.com |
2026-08-19 | BTC | next_quarter | 2026-12-25 | 64,562.01 | 65,588.9 | 4.5241 | bykaranteli.com |
2026-08-19 | ETH | current_quarter | 2026-09-25 | 1,912.64 | 1,917.09 | 2.2753 | bykaranteli.com |
2026-08-19 | ETH | next_quarter | 2026-12-25 | 1,912.6 | 1,932.42 | 2.9476 | bykaranteli.com |
2026-08-20 | BTC | current_quarter | 2026-09-25 | 69,572.42 | 69,780 | 2.9982 | bykaranteli.com |
2026-08-20 | BTC | next_quarter | 2026-12-25 | 69,574.85 | 70,594.5 | 4.2013 | bykaranteli.com |
2026-08-20 | ETH | current_quarter | 2026-09-25 | 2,259.14 | 2,262.08 | 1.3077 | bykaranteli.com |
2026-08-20 | ETH | next_quarter | 2026-12-25 | 2,259.4 | 2,279.35 | 2.5313 | bykaranteli.com |
2026-08-21 | BTC | current_quarter | 2026-09-25 | 73,470.03 | 73,767.3 | 4.181 | bykaranteli.com |
2026-08-21 | BTC | next_quarter | 2026-12-25 | 73,470.03 | 74,607.6 | 4.4738 | bykaranteli.com |
2026-08-21 | ETH | current_quarter | 2026-09-25 | 2,336.44 | 2,340.89 | 1.9681 | bykaranteli.com |
2026-08-21 | ETH | next_quarter | 2026-12-25 | 2,336.35 | 2,358.32 | 2.7171 | bykaranteli.com |
2026-08-22 | BTC | current_quarter | 2026-09-25 | 77,864.01 | 78,141.8 | 3.794 | bykaranteli.com |
2026-08-22 | BTC | next_quarter | 2026-12-25 | 77,920.21 | 79,040.3 | 4.1866 | bykaranteli.com |
2026-08-22 | ETH | current_quarter | 2026-09-25 | 2,500.83 | 2,503.48 | 1.1269 | bykaranteli.com |
2026-08-22 | ETH | next_quarter | 2026-12-25 | 2,501.39 | 2,524.57 | 2.699 | bykaranteli.com |
2026-08-23 | BTC | current_quarter | 2026-09-25 | 77,074 | 77,376 | 4.2919 | bykaranteli.com |
2026-08-23 | BTC | next_quarter | 2026-12-25 | 77,074 | 78,256.1 | 4.5029 | bykaranteli.com |
2026-08-23 | ETH | current_quarter | 2026-09-25 | 2,420.64 | 2,426.06 | 2.4526 | bykaranteli.com |
2026-08-23 | ETH | next_quarter | 2026-12-25 | 2,420.64 | 2,444.64 | 2.9109 | bykaranteli.com |
2026-08-24 | BTC | current_quarter | 2026-09-25 | 77,616.93 | 78,030.8 | 6.0213 | bykaranteli.com |
2026-08-24 | BTC | next_quarter | 2026-12-25 | 77,623.99 | 78,863.3 | 4.7253 | bykaranteli.com |
2026-08-24 | ETH | current_quarter | 2026-09-25 | 2,458.73 | 2,464.34 | 2.5765 | bykaranteli.com |
2026-08-24 | ETH | next_quarter | 2026-12-25 | 2,458.73 | 2,485.14 | 3.1791 | bykaranteli.com |
2026-08-25 | BTC | current_quarter | 2026-09-25 | 78,920.36 | 79,268.2 | 5.136 | bykaranteli.com |
2026-08-25 | BTC | next_quarter | 2026-12-25 | 78,920.36 | 80,087.5 | 4.4129 | bykaranteli.com |
2026-08-25 | ETH | current_quarter | 2026-09-25 | 2,477.63 | 2,483.62 | 2.8172 | bykaranteli.com |
2026-08-25 | ETH | next_quarter | 2026-12-25 | 2,477.64 | 2,503.37 | 3.0988 | bykaranteli.com |
2026-08-26 | BTC | current_quarter | 2026-09-25 | 78,380 | 78,604.5 | 3.4478 | bykaranteli.com |
2026-08-26 | BTC | next_quarter | 2026-12-25 | 78,405.87 | 79,558.3 | 4.422 | bykaranteli.com |
2026-08-26 | ETH | current_quarter | 2026-09-25 | 2,438.54 | 2,443.8 | 2.5965 | bykaranteli.com |
2026-08-26 | ETH | next_quarter | 2026-12-25 | 2,438.78 | 2,461.52 | 2.8052 | bykaranteli.com |
2026-08-27 | BTC | current_quarter | 2026-09-25 | 78,837.5 | 79,109.2 | 4.2899 | bykaranteli.com |
2026-08-27 | BTC | next_quarter | 2026-12-25 | 78,837.51 | 80,008.9 | 4.5073 | bykaranteli.com |
2026-08-27 | ETH | current_quarter | 2026-09-25 | 2,502.3 | 2,508.38 | 3.0245 | bykaranteli.com |
2026-08-27 | ETH | next_quarter | 2026-12-25 | 2,502.33 | 2,528.76 | 3.204 | bykaranteli.com |
2026-08-28 | BTC | current_quarter | 2026-09-25 | 80,267.88 | 80,476.5 | 3.3494 | bykaranteli.com |
2026-08-28 | BTC | next_quarter | 2026-12-25 | 80,268.05 | 81,401.3 | 4.3187 | bykaranteli.com |
2026-08-28 | ETH | current_quarter | 2026-09-25 | 2,509.02 | 2,514.71 | 2.9226 | bykaranteli.com |
2026-08-28 | ETH | next_quarter | 2026-12-25 | 2,509.02 | 2,534.14 | 3.0626 | bykaranteli.com |
2026-08-29 | BTC | current_quarter | 2026-09-25 | 77,818.25 | 78,088.6 | 4.641 | bykaranteli.com |
2026-08-29 | BTC | next_quarter | 2026-12-25 | 77,818.24 | 79,010.5 | 4.7262 | bykaranteli.com |
2026-08-29 | ETH | current_quarter | 2026-09-25 | 2,442.18 | 2,448.38 | 3.3914 | bykaranteli.com |
2026-08-29 | ETH | next_quarter | 2026-12-25 | 2,442.18 | 2,466.09 | 3.0201 | bykaranteli.com |
2026-08-30 | BTC | current_quarter | 2026-09-25 | 78,177.5 | 78,426.1 | 4.4094 | bykaranteli.com |
2026-08-30 | BTC | next_quarter | 2026-12-25 | 78,177.49 | 79,382.8 | 4.7965 | bykaranteli.com |
2026-08-30 | ETH | current_quarter | 2026-09-25 | 2,456.45 | 2,461.85 | 3.0482 | bykaranteli.com |
2026-08-30 | ETH | next_quarter | 2026-12-25 | 2,456.45 | 2,479.09 | 2.8673 | bykaranteli.com |
End of preview.
ByKaranteli Crypto Derivatives Data (CC0)
Twenty CC0 CSV series recorded by ByKaranteli's own collection network (https://bykaranteli.com/data): daily liquidations per symbol and exchange, US spot ETF flows (total and per fund, plus the IBIT issuer primary-source series), funding and open interest per symbol, options open-interest snapshots and DVOL, CFTC COT positioning, Coinbase premium, narrative theme indices, venue markets, whale tape, stablecoin pegs, quantum-exposed Bitcoin supply, basis and carry, execution-cost ladders. Refreshed weekly from the live API; the same files are downloadable at any time from https://bykaranteli.com/api/v1/public/datasets. Docs: https://bykaranteli.com/developers
Files
daily-market.csv: BTC and ETH dominance, total market cap, stablecoin market cap and the Fear & Greed index, one row per UTC day, recorded from our own snapshots rather than exported from a third party.daily-symbols.csv: Daily funding rate, open interest and price rows for the major-USDT-perpetual basket: one row per symbol per UTC day.listings.csv: Every USDT-perpetual listing and delisting event our hourly scanner has recorded across Binance, OKX, Bybit, Gate.io, HTX and BingX.liquidations-daily.csv: Daily long and short liquidation totals in USD per symbol and exchange, recorded from our own live streams across Binance, Bybit, OKX, Gate, HTX and dYdX. One row per UTC day, symbol and exchange.etf-flows.csv: Daily net inflows, total net assets, cumulative inflow and value traded for the US spot Bitcoin and Ethereum ETFs, in USD. One row per US trading day and asset.etf-fund-flows.csv: Daily net inflow, net assets, cumulative inflow and management fee for every US spot Bitcoin and Ethereum ETF (IBIT, FBTC, GBTC, ARKB, ETHA and the rest), in USD. One row per US trading day and fund.etf-issuer-daily.csv: Daily shares outstanding, NAV and fund-level net assets read straight from BlackRock's own IBIT page, plus the issuer-implied flow (day-over-day change in shares x NAV) and the SoSoValue per-fund figucot-weekly.csv: Weekly CFTC Commitments of Traders positioning for CME Bitcoin, Micro Bitcoin, Ether and Micro Ether futures: open interest plus long and short contracts for every trader category.premium-daily.csv: Daily closing price gap between the US-regulated venue and the global market price for BTC and ETH, in percent, with both closes included. One row per day and symbol.dvol-daily.csv: Daily closes of the 30-day implied volatility index for Bitcoin and Ethereum options. One row per day and currency.options-oi-daily.csv: The latest daily open-interest snapshot of the full listed BTC and ETH option chain: per-instrument open interest, mark implied volatility and underlying price.metric-daily.csv: One daily value per metric across the whole platform: BTC close, Coinbase premium, DVOL, ETF net flow, Fear & Greed, daily funding and VPIN, plus quantum exposure. The substrate behind every "what haptheme-indices-daily.csv: Eight equal-weight crypto narrative indices (AI, RWA, DePIN, meme, L1, L2, DeFi, quantum) from Binance daily closes, rebased to 100 on 2025-01-01, one row per theme per day.venue-markets-daily.csv: Per venue, market and symbol: the last snapshot of each UTC day with price in USD, 24h volume, open interest and 8h-equivalent funding across 56 feeds on 43 exchanges.whale-trades-daily.csv: Per symbol per day: number of $1M+ aggressive prints, buy and sell notional and the buy share, from our own trade sockets.stablecoin-pegs-daily.csv: USDT, USDC, DAI and FDUSD per day: how many spot venues quote them against USD and the min, median and max price at the day's last snapshot.quantum-daily.csv: Daily first-party measurement of quantum-exposed Bitcoin classified from our own node's UTXO snapshot, with base_height, base_hash and txoutset_hash on every row so any figure can be re-verified againbasis-daily.csv: Quarterly futures basis snapshots per symbol and tenor: spot, future and the annualized cash-and-carry yield, captured daily. The trade behind much of the hedge-fund positioning in the COT report.slippage-hourly.csv: Hourly order-book walks per major perpetual: the average slippage in bps for $10K, $100K, $1M and $5M market orders on both sides, plus visible book depth. Order books cannot be backfilled; this archioptions-flow-daily.csv: Daily aggregate of the recorded Deribit + OKX options tape: trade count, notional and premium volume, put share and block-trade count per currency.
Provenance
Every series is recorded first-party by ByKaranteli's collection network (exchange WebSocket and REST feeds, an own Bitcoin Core node for the quantum series, official CFTC and issuer sources). Nothing is scraped from third-party aggregators. Licence: CC0 1.0, no attribution required. Live API and MCP server: https://bykaranteli.com/developers
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