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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 4 new columns ({'volatility_7d', 'last_price', 'sharpe_ratio', 'drift_7d'}) and 6 missing columns ({'mid_price', 'low_price', 'market_price', 'rarity', 'price_date', 'high_price'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sailorpepe/tcg-market-intelligence/tcg_volatility_stats.csv (at revision 8c64822b1052e72d5a399d8e71a644c3fe25ad13), [/tmp/hf-datasets-cache/medium/datasets/20881111187520-config-parquet-and-info-sailorpepe-tcg-market-int-eb1b4a76/hub/datasets--sailorpepe--tcg-market-intelligence/snapshots/8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_market_data.csv (origin=hf://datasets/sailorpepe/tcg-market-intelligence@8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_market_data.csv), /tmp/hf-datasets-cache/medium/datasets/20881111187520-config-parquet-and-info-sailorpepe-tcg-market-int-eb1b4a76/hub/datasets--sailorpepe--tcg-market-intelligence/snapshots/8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_volatility_stats.csv (origin=hf://datasets/sailorpepe/tcg-market-intelligence@8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_volatility_stats.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/python3.12/site-packages/datasets/builder.py", line 1893, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
product_id: int64
name: string
game: string
drift_7d: double
volatility_7d: double
last_price: double
sharpe_ratio: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1085
to
{'product_id': Value('int64'), 'name': Value('string'), 'game': Value('string'), 'rarity': Value('float64'), 'market_price': Value('float64'), 'low_price': Value('float64'), 'mid_price': Value('float64'), 'high_price': Value('float64'), 'price_date': 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 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1895, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
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 4 new columns ({'volatility_7d', 'last_price', 'sharpe_ratio', 'drift_7d'}) and 6 missing columns ({'mid_price', 'low_price', 'market_price', 'rarity', 'price_date', 'high_price'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sailorpepe/tcg-market-intelligence/tcg_volatility_stats.csv (at revision 8c64822b1052e72d5a399d8e71a644c3fe25ad13), [/tmp/hf-datasets-cache/medium/datasets/20881111187520-config-parquet-and-info-sailorpepe-tcg-market-int-eb1b4a76/hub/datasets--sailorpepe--tcg-market-intelligence/snapshots/8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_market_data.csv (origin=hf://datasets/sailorpepe/tcg-market-intelligence@8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_market_data.csv), /tmp/hf-datasets-cache/medium/datasets/20881111187520-config-parquet-and-info-sailorpepe-tcg-market-int-eb1b4a76/hub/datasets--sailorpepe--tcg-market-intelligence/snapshots/8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_volatility_stats.csv (origin=hf://datasets/sailorpepe/tcg-market-intelligence@8c64822b1052e72d5a399d8e71a644c3fe25ad13/tcg_volatility_stats.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.
product_id int64 | name string | game string | rarity null | market_price float64 | low_price float64 | mid_price float64 | high_price float64 | price_date string |
|---|---|---|---|---|---|---|---|---|
658,218 | Darkwing Duck - Dashing Gadgeteer | Disney Lorcana | null | 0.22 | 0.08 | 0.3 | 9 | 2026-04-12 |
658,219 | Launchpad - Trusty Sidekick | Disney Lorcana | null | 0.19 | 0.05 | 0.2 | 5.35 | 2026-04-12 |
658,220 | Angel - Siren Singer | Disney Lorcana | null | 1.91 | 1.67 | 1.96 | 5 | 2026-04-12 |
658,221 | Stitch - Carefree Snowboarder | Disney Lorcana | null | 2.18 | 1.5 | 2.45 | 4 | 2026-04-12 |
662,983 | No. 2 Trainer (2013) | Pokemon | null | null | null | null | null | null |
662,989 | No. 2 Trainer (2006) | Pokemon | null | null | null | null | null | null |
662,991 | No. 1 Trainer (2012) | Pokemon | null | null | null | null | null | null |
662,992 | No. 3 Trainer (2018) | Pokemon | null | null | null | null | null | null |
664,819 | Disney Lorcana: Winterspell Booster Box | Disney Lorcana | null | 116.71 | 109.99 | 120 | 162.44 | 2026-04-12 |
664,820 | Disney Lorcana: Winterspell Booster Box Case | Disney Lorcana | null | 486.2 | 495.15 | 537.57 | 579.99 | 2026-04-12 |
664,821 | Disney Lorcana: Winterspell Booster Pack | Disney Lorcana | null | 5.23 | 4.32 | 5.84 | 9.99 | 2026-04-12 |
664,822 | Disney Lorcana: Winterspell Sleeved Booster Pack | Disney Lorcana | null | 8.07 | 6.99 | 9.66 | 11.95 | 2026-04-12 |
664,823 | Disney Lorcana: Winterspell Sleeved Booster Pack Art Bundle [Set of 3] | Disney Lorcana | null | 31.99 | 38.99 | 38.99 | 38.99 | 2026-04-12 |
664,826 | Disney Lorcana: Winterspell Illumineer's Trove | Disney Lorcana | null | 49.97 | 43 | 49.99 | 64 | 2026-04-12 |
666,906 | Mega Evolution: Ascended Heroes Collection - Erika | Pokemon | null | 24.1 | 21 | 24.99 | 55 | 2026-03-28 |
666,907 | Mega Evolution: Ascended Heroes Collection - Larry | Pokemon | null | 22.73 | 16.2 | 24.05 | 57.99 | 2026-03-28 |
666,908 | Mega Evolution: Ascended Heroes Tech Sticker Collection - Charmander | Pokemon | null | 33.24 | 19.99 | 35 | 75 | 2026-03-28 |
666,909 | Mega Evolution: Ascended Heroes Tech Sticker Collection - Gastly | Pokemon | null | 32.67 | 28 | 35.9 | 75 | 2026-03-28 |
668,328 | Disney Lorcana: Winterspell Gift Box - Scrooge McDuck | Disney Lorcana | null | 18.72 | 18.58 | 28 | 42.95 | 2026-04-12 |
668,330 | Disney Lorcana: Winterspell Collection Starter Set - Stitch Edition | Disney Lorcana | null | 25.15 | 24 | 28.71 | 39.99 | 2026-04-12 |
668,496 | Ascended Heroes Elite Trainer Box | Pokemon | null | 117.37 | 112 | 129.95 | 555 | 2026-03-28 |
668,497 | Ascended Heroes Pokemon Center Elite Trainer Box (Exclusive) | Pokemon | null | 385.02 | 377 | 422.5 | 1,000 | 2026-03-28 |
668,530 | Ascended Heroes Mini Tins 5-Pack | Pokemon | null | 117.09 | 105 | 180 | 199.81 | 2026-03-28 |
668,531 | Ascended Heroes Mini Tin [Pikachu & Tepig] | Pokemon | null | 23.85 | 19 | 25 | 45 | 2026-03-28 |
668,532 | Ascended Heroes Mini Tin [Riolu & Darumaka] | Pokemon | null | 24.38 | 19.01 | 25 | 44.31 | 2026-03-28 |
668,533 | Ascended Heroes Mini Tin [Zorua & Cramorant] | Pokemon | null | 23.98 | 18.01 | 25 | 49.99 | 2026-03-28 |
668,534 | Ascended Heroes Mini Tin [Togepi & Totodile] | Pokemon | null | 24.54 | 19.01 | 25 | 44.31 | 2026-03-28 |
668,535 | Ascended Heroes Mini Tin [Clefairy & Chikorita] | Pokemon | null | 25.02 | 21 | 25 | 44.31 | 2026-03-28 |
668,536 | Premium Poster Collection: Mega Lucario | Pokemon | null | 119.15 | 113.5 | 124.75 | 170.99 | 2026-03-28 |
668,537 | Premium Poster Collection: Mega Gardevoir | Pokemon | null | 116.91 | 102.6 | 125 | 222 | 2026-03-28 |
668,541 | Ascended Heroes Booster Bundle | Pokemon | null | 121.88 | 119.28 | 119.98 | 305 | 2026-03-28 |
668,576 | Anna - Soothing Sister | Disney Lorcana | null | 2.47 | 1.99 | 2.97 | 13.62 | 2026-04-12 |
668,577 | Do You Want To Build A Snowman? | Disney Lorcana | null | 1.07 | 0.79 | 1.4 | 6.88 | 2026-04-12 |
668,603 | Maze of Muertos Booster Box [1st Edition] | Yu-Gi-Oh! | null | 80.97 | 69.95 | 79.95 | 89.99 | 2026-04-12 |
668,604 | Maze of Muertos Booster Pack [1st Edition] | Yu-Gi-Oh! | null | 4.5 | 3.99 | 4.99 | 10 | 2026-04-12 |
670,163 | Scrooge McDuck - Miserly Ebenezer | Disney Lorcana | null | 0.08 | 0.01 | 0.1 | 5.08 | 2026-04-12 |
670,164 | Jiminy Cricket - Ghost of Christmas Past | Disney Lorcana | null | 0.07 | 0.01 | 0.15 | 5.07 | 2026-04-12 |
670,179 | Starter Deck EX: The Beat of Ki | Dragon Ball Fusion World | null | 34.31 | 29.99 | 34.96 | 59.94 | 2026-04-12 |
670,181 | Starter Deck EX: The Beat of Ki Display | Dragon Ball Fusion World | null | 141 | 129.99 | 169.95 | 196.89 | 2026-04-12 |
670,270 | Willie the Giant - Ghost of Christmas Present | Disney Lorcana | null | 0.35 | 0.15 | 0.45 | 2 | 2026-04-12 |
672,189 | Son Goku - FS12-01 | Dragon Ball Fusion World | null | 0.56 | 0.29 | 0.61 | 1.98 | 2026-04-12 |
672,391 | Ascended Heroes First Partners Deluxe Pin Collection | Pokemon | null | 48.42 | 36 | 57.99 | 151 | 2026-03-28 |
672,392 | Ascended Heroes First Partners Deluxe Pin Collection Case | Pokemon | null | 322.53 | 269 | 324.42 | 499.99 | 2026-03-28 |
672,393 | Perfect Order 3 Pack Blister [Chikorita] | Pokemon | null | 28.46 | 20 | 30.74 | 54.99 | 2026-03-28 |
672,394 | Perfect Order Booster Box | Pokemon | null | 206.99 | 199.99 | 227.34 | 330.59 | 2026-03-28 |
672,395 | Perfect Order Booster Box Case | Pokemon | null | 1,266.22 | 1,170.99 | 1,292.09 | 1,650 | 2026-03-28 |
672,396 | Perfect Order Booster Bundle | Pokemon | null | 40.72 | 34.99 | 49.55 | 99.99 | 2026-03-28 |
672,397 | Perfect Order Booster Bundle Case | Pokemon | null | 1,098.82 | 1,049.88 | 1,050 | 1,099.99 | 2026-03-28 |
672,398 | Perfect Order Booster Pack | Pokemon | null | 8.38 | 6.16 | 8.9 | 14.99 | 2026-03-28 |
672,399 | Perfect Order Booster Pack Art Bundle [Set of 4] | Pokemon | null | 39.94 | 29.99 | 39.89 | 44.99 | 2026-03-28 |
672,400 | Perfect Order Build & Battle Box | Pokemon | null | 47.02 | 46.44 | 50.01 | 70 | 2026-03-28 |
672,401 | Perfect Order Elite Trainer Box | Pokemon | null | 75.8 | 69.95 | 88.98 | 160 | 2026-03-28 |
672,402 | Perfect Order Elite Trainer Box Case | Pokemon | null | 864.88 | 710 | 824.99 | 1,242.04 | 2026-03-28 |
672,403 | Perfect Order Half Booster Boxes | Pokemon | null | null | null | null | null | null |
672,404 | Perfect Order Pokemon Center Elite Trainer Box | Pokemon | null | 129.67 | 120 | 250.88 | 600 | 2026-03-28 |
672,405 | Perfect Order Pokemon Center Elite Trainer Box Case | Pokemon | null | null | null | null | null | null |
672,406 | Perfect Order Premium Checklane Blister [Meganium Line] | Pokemon | null | 16.31 | 12 | 15 | 16.98 | 2026-03-28 |
672,407 | Perfect Order Premium Checklane Blister [Cinderace Line] | Pokemon | null | 16.52 | 17.99 | 18.98 | 19.99 | 2026-03-28 |
672,408 | Perfect Order Premium Checklane Blister [Steelix Line] | Pokemon | null | 16.97 | 15 | 16 | 20.98 | 2026-03-28 |
672,409 | Perfect Order Premium Checklane Blister [Clawitzer Line] | Pokemon | null | 14.96 | 13.99 | 15 | 16.98 | 2026-03-28 |
672,410 | Perfect Order Single Pack Blister [Makuhita] | Pokemon | null | 12.91 | 7.49 | 11.24 | 15.95 | 2026-03-28 |
672,411 | Perfect Order Sleeved Booster Case | Pokemon | null | 1,031.43 | 1,020 | 1,079.91 | 1,199.9 | 2026-03-28 |
672,412 | Perfect Order Sleeved Booster Pack | Pokemon | null | 10.18 | 5.99 | 10 | 14.99 | 2026-03-28 |
672,413 | Perfect Order Sleeved Booster Pack Art Bundle [Set of 4] | Pokemon | null | 57.68 | 34.99 | 45 | 77 | 2026-03-28 |
672,414 | Code Card - Perfect Order Booster Box | Pokemon | null | null | 0.13 | 0.13 | 0.13 | 2026-03-28 |
672,415 | Code Card - Perfect Order Booster Bundle | Pokemon | null | null | 0.05 | 0.05 | 0.05 | 2026-03-28 |
672,416 | Code Card - Perfect Order Booster Pack | Pokemon | null | 0.23 | 0.1 | 0.23 | 5.98 | 2026-03-28 |
672,417 | Code Card - Perfect Order Build & Battle Box | Pokemon | null | null | 0.47 | 0.75 | 7.98 | 2026-03-28 |
672,418 | Code Card - Perfect Order Elite Trainer Box | Pokemon | null | null | 0.1 | 0.1 | 0.1 | 2026-03-28 |
672,419 | Code Card - Perfect Order Half Booster Boxes | Pokemon | null | null | null | null | null | null |
672,420 | Code Card - Perfect Order Pokemon Center Elite Trainer Box | Pokemon | null | null | null | null | null | null |
672,421 | Code Card - Perfect Order Sleeved Booster Pack | Pokemon | null | null | 1 | 1 | 1 | 2026-03-28 |
672,431 | Pete - Ghost of Christmas Future | Disney Lorcana | null | 6.95 | 5.5 | 8.99 | 14.49 | 2026-04-12 |
672,432 | Graveyard of Christmas Future - Lonely Resting Place | Disney Lorcana | null | 1.74 | 0.96 | 2.16 | 15 | 2026-04-12 |
672,433 | Scrooge McDuck - Reformed Ebenezer | Disney Lorcana | null | 2.54 | 1 | 3.99 | 24.61 | 2026-04-12 |
672,434 | Ascended Heroes Booster Pack | Pokemon | null | 10.87 | 10 | 11.59 | 24.99 | 2026-03-28 |
672,733 | Ascended Heroes Mega Meganium ex Box | Pokemon | null | 69.2 | 69.19 | 69.19 | 69.19 | 2026-03-28 |
672,734 | Ascended Heroes Mega Emboar ex Box | Pokemon | null | 69.48 | 69.44 | 69.44 | 79.99 | 2026-03-28 |
672,735 | Ascended Heroes Mega Feraligatr ex Box | Pokemon | null | 69.46 | 69.45 | 69.45 | 69.45 | 2026-03-28 |
672,737 | Ascended Heroes Mega ex Boxes Case | Pokemon | null | 582.32 | 499.88 | 499.88 | 699.99 | 2026-03-28 |
673,067 | Ohana Means Family | Disney Lorcana | null | 19.57 | 19.01 | 21.06 | 40 | 2026-04-12 |
673,068 | Ohana Means Family (Enchanted) | Disney Lorcana | null | 156.52 | 171 | 175 | 222.69 | 2026-04-12 |
673,069 | Pleakley - Arctic Naturalist | Disney Lorcana | null | 0.28 | 0.14 | 0.35 | 5.28 | 2026-04-12 |
673,070 | Jumba Jookiba - Prolific Inventor | Disney Lorcana | null | 0.5 | 0.24 | 0.6 | 5.73 | 2026-04-12 |
673,071 | Snowball Fight | Disney Lorcana | null | 0.16 | 0.05 | 0.25 | 5.16 | 2026-04-12 |
673,081 | Mickey Mouse - Snowboard Ace | Disney Lorcana | null | 0.32 | 0.14 | 0.35 | 7.36 | 2026-04-12 |
673,297 | Pocahontas - Peacekeeper | Disney Lorcana | null | 6.13 | 4.68 | 7.51 | 44.99 | 2026-04-12 |
673,298 | Pocahontas - Peacekeeper (Iconic) | Disney Lorcana | null | 507.87 | 735 | 937.27 | 1,102.5 | 2026-04-12 |
673,299 | Moana - Curious Explorer | Disney Lorcana | null | 15.28 | 14.75 | 18.3 | 60 | 2026-04-12 |
673,300 | Moana - Curious Explorer (Iconic) | Disney Lorcana | null | 613.69 | 1,396 | 1,397.79 | 1,420 | 2026-04-12 |
673,301 | Dr. Hamsterviel - Infamous Scientist | Disney Lorcana | null | 0.19 | 0.03 | 0.22 | 5 | 2026-04-12 |
673,302 | Elsa - Concerned Sister | Disney Lorcana | null | 0.06 | 0.01 | 0.15 | 5.06 | 2026-04-12 |
673,303 | Elsa - Ice Artisan | Disney Lorcana | null | 5.3 | 4.99 | 6.5 | 50 | 2026-04-12 |
673,304 | Freeze the Vine | Disney Lorcana | null | 0.53 | 0.34 | 0.56 | 8 | 2026-04-12 |
673,305 | Gantu - Hamsterviel's Accomplice | Disney Lorcana | null | 0.09 | 0.02 | 0.18 | 5.1 | 2026-04-12 |
673,306 | Reuben - Sandwich Expert | Disney Lorcana | null | 0.51 | 0.23 | 0.52 | 6.2 | 2026-04-12 |
673,307 | The Cold Never Bothered Me | Disney Lorcana | null | 0.58 | 0.24 | 0.7 | 7.5 | 2026-04-12 |
673,308 | The Frozen Vine - Monstrous Plant | Disney Lorcana | null | 0.28 | 0.15 | 0.28 | 1 | 2026-04-12 |
673,311 | Angel - Experiment 624 | Disney Lorcana | null | 39.93 | 34.75 | 40.01 | 53.46 | 2026-04-12 |
673,318 | Genie - Magical Researcher | Disney Lorcana | null | 2.33 | 1 | 3 | 7 | 2026-04-12 |
End of preview.
TCG Market Intelligence Dataset - 370K+ Trading Card Products
Overview
This dataset contains real market data for 188,669 trading card game products across 7 games, including daily price snapshots and computed financial metrics.
Files
tcg_market_data.csv
Current market prices for all tracked products.
tcg_volatility_stats.csv
7-day rolling financial metrics computed using the Shroomy Oracle statistical engine.
Games Covered
- Pokemon (782 products)
- Magic: The Gathering (838 products)
- Yu-Gi-Oh! (148 products)
- One Piece (309 products)
- Disney Lorcana (275 products)
Dragon Ball Fusion World (118 products)
Full tutorial: https://dev.to/sailor_pepe_7920f552c5b9a/build-an-autonomous-pokemon-card-trading-agent-with-ai-grading-monte-carlo-pricing-2b86
License
- Data sourced from TCGCSV. Provided for research and educational purposes.
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