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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 7 new columns ({'as_of', 'name', 'win_rate_pct', 'total', 'losses', 'wins', 'group'}) and 14 missing columns ({'entry_date', 'strikes', 'strikes_kind', 'outcome', 'week_label', 'engine', 'week', 'modeled_pnl_usd', 'expiry', 'direction', 'reconstruction_suspect', 'ticker', 'tier', 'structure'}).
This happened while the csv dataset builder was generating data using
hf://datasets/tickerseer/tickerseer-open-data/ledger-scorecard/2026-W41.csv (at revision 1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77), ['hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/ledger-rows.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/ledger-scorecard/2026-W41.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/ledger-scorecard/2026-W42.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/market-structure/2026-08.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/market-structure/2026-09.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/market-structure/2026-10.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-07.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-08.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-09.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-10.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 784, 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 795, 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
as_of: string
group: string
name: string
wins: int64
losses: int64
total: int64
win_rate_pct: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1051
to
{'week': Value('string'), 'week_label': Value('string'), 'ticker': Value('string'), 'engine': Value('string'), 'direction': Value('string'), 'structure': Value('string'), 'strikes': Value('string'), 'strikes_kind': Value('string'), 'tier': Value('float64'), 'entry_date': Value('string'), 'expiry': Value('string'), 'outcome': Value('string'), 'modeled_pnl_usd': Value('float64'), 'reconstruction_suspect': Value('bool')}
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 7 new columns ({'as_of', 'name', 'win_rate_pct', 'total', 'losses', 'wins', 'group'}) and 14 missing columns ({'entry_date', 'strikes', 'strikes_kind', 'outcome', 'week_label', 'engine', 'week', 'modeled_pnl_usd', 'expiry', 'direction', 'reconstruction_suspect', 'ticker', 'tier', 'structure'}).
This happened while the csv dataset builder was generating data using
hf://datasets/tickerseer/tickerseer-open-data/ledger-scorecard/2026-W41.csv (at revision 1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77), ['hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/ledger-rows.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/ledger-scorecard/2026-W41.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/ledger-scorecard/2026-W42.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/market-structure/2026-08.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/market-structure/2026-09.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/market-structure/2026-10.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-07.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-08.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-09.csv', 'hf://datasets/tickerseer/tickerseer-open-data@1b989e12d527ce5a26b4ba90edd3a5b6ffeb4b77/valuation-temperature/2026-10.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.
week string | week_label string | ticker string | engine string | direction string | structure string | strikes string | strikes_kind string | tier float64 | entry_date string | expiry string | outcome string | modeled_pnl_usd float64 | reconstruction_suspect bool |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026-05-11 | Week of May 11, 2026 | AMAT | SeerForecast | Bearish | Bear Call Spread | $457.38 / $480.25 | modeled | 1 | 2026-05-13 | 2026-05-15 | Win | 705.88 | false |
2026-05-11 | Week of May 11, 2026 | ATRO | SeerForecast | Bearish | Bear Call Spread | $66.52 / $70.84 | modeled | null | 2026-05-12 | 2026-05-15 | Win | 188.24 | false |
2026-05-11 | Week of May 11, 2026 | BABA | SeerForecast | Bullish | Bull Call Spread | $156.04 / $144.48 | modeled | 2 | 2026-05-13 | 2026-05-15 | Loss | -700 | false |
2026-05-11 | Week of May 11, 2026 | CEG | SeerForecast | Bullish | Bull Put Spread | $257.60 / $244.72 | modeled | 3 | 2026-05-13 | 2026-05-15 | Win | 188.24 | false |
2026-05-11 | Week of May 11, 2026 | CPA | SeerForecast | Bullish | Bull Call Spread | $121 / $112.04 | modeled | null | 2026-05-13 | 2026-05-15 | Win | 742.86 | false |
2026-05-11 | Week of May 11, 2026 | CSCO | SeerForecast | Bearish | Bear Call Spread | $106.56 / $111.89 | modeled | 2 | 2026-05-13 | 2026-05-15 | Loss | -700 | false |
2026-05-11 | Week of May 11, 2026 | GLBE | SeerForecast | Bullish | Bull Call Spread | $33.50 / $29.91 | modeled | 1 | 2026-05-11 | 2026-05-15 | Loss | -1,500 | false |
2026-05-11 | Week of May 11, 2026 | NU | SeerForecast | Bullish | Bull Call Spread | $14.10 / $12.82 | modeled | 1 | 2026-05-13 | 2026-05-15 | Loss | -1,500 | false |
2026-05-11 | Week of May 11, 2026 | NXT | SeerForecast | Bearish | Bear Call Spread | $132.89 / $140.86 | modeled | null | 2026-05-12 | 2026-05-15 | Loss | -400 | false |
2026-05-11 | Week of May 11, 2026 | ONON | SeerForecast | Bullish | Bull Call Spread | $39.64 / $35.39 | modeled | 2 | 2026-05-13 | 2026-05-15 | Win | 180 | false |
2026-05-11 | Week of May 11, 2026 | RBC | SeerForecast | Bearish | Bear Call Spread | $597.51 / $627.39 | modeled | null | 2026-05-15 | 2026-05-15 | Win | 188.24 | false |
2026-05-11 | Week of May 11, 2026 | WIX | SeerForecast | Bullish | Bull Call Spread | $87.24 / $79.31 | modeled | 3 | 2026-05-11 | 2026-05-15 | Loss | -400 | false |
2026-05-11 | Week of May 11, 2026 | YETI | SeerForecast | Bullish | Bull Call Spread | $45.01 / $40.92 | modeled | 3 | 2026-05-11 | 2026-05-15 | Win | 89 | false |
2026-05-11 | Week of May 11, 2026 | ZBRA | SeerForecast | Bullish | Bull Call Spread | $271.44 / $246.76 | modeled | 1 | 2026-05-13 | 2026-05-15 | Win | 686.27 | false |
2026-05-18 | Week of May 18, 2026 | ADI | SeerForecast | Bearish | Bear Call Spread | $455 / $465 | modeled | 2 | 2026-05-18 | 2026-05-22 | Win | 466.67 | false |
2026-05-18 | Week of May 18, 2026 | DE | SeerForecast | Bearish | Bear Call Spread | $590 / $600 | modeled | 2 | 2026-05-18 | 2026-05-22 | Win | 233.33 | false |
2026-05-18 | Week of May 18, 2026 | ELF | SeerForecast | Bullish | Bull Call Spread | $62 / $56 | modeled | 2 | 2026-05-18 | 2026-05-22 | Loss | -700 | false |
2026-05-18 | Week of May 18, 2026 | INTU | SeerForecast | Bullish | Bull Call Spread | $400 / $375 | modeled | 2 | 2026-05-18 | 2026-05-22 | Loss | -700 | false |
2026-05-18 | Week of May 18, 2026 | KEYS | SeerForecast | Bearish | Bear Call Spread | $380 / $390 | modeled | 2 | 2026-05-18 | 2026-05-22 | Win | 300 | false |
2026-05-18 | Week of May 18, 2026 | LSPD | SeerForecast | Bullish | Bull Call Spread | $10.50 / $9 | modeled | 3 | 2026-05-18 | 2026-05-22 | Loss | -400 | false |
2026-05-18 | Week of May 18, 2026 | NDSN | SeerForecast | Bearish | Bear Call Spread | $289.78 / $304.27 | modeled | 3 | 2026-05-18 | 2026-05-22 | Win | 188.24 | false |
2026-05-18 | Week of May 18, 2026 | NVDA | SeerForecast | Bullish | Bull Call Spread | $255 / $230 | modeled | 1 | 2026-05-18 | 2026-05-22 | Loss | -1,500 | false |
2026-05-18 | Week of May 18, 2026 | RAMP | SeerForecast | Bullish | Bull Call Spread | $33 / $29 | modeled | 1 | 2026-05-18 | 2026-05-22 | Win | 2,785.71 | false |
2026-05-18 | Week of May 18, 2026 | TOL | SeerForecast | Bullish | Bull Call Spread | $145 / $132 | modeled | 2 | 2026-05-18 | 2026-05-22 | Loss | -378.46 | false |
2026-05-18 | Week of May 18, 2026 | VRT | SeerForecast | Bearish | Bear Put Spread | $298.53 / $317.58 | modeled | 3 | 2026-05-18 | 2026-05-22 | Loss | -400 | false |
2026-05-18 | Week of May 18, 2026 | WDAY | SeerForecast | Bullish | Bull Call Spread | $132 / $120 | modeled | 1 | 2026-05-18 | 2026-05-22 | Win | 1,407.14 | false |
2026-05-25 | Week of May 25, 2026 | AZO | SeerForecast | Bearish | Bear Call Spread | $3,576.83 / $3,755.67 | modeled | 3 | 2026-05-22 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | BBY | SeerForecast | Bullish | Bull Call Spread | $70.06 / $63.69 | modeled | 3 | 2026-05-27 | 2026-05-29 | Win | 742.86 | false |
2026-05-25 | Week of May 25, 2026 | BOX | SeerForecast | Bullish | Bull Put Spread | $24.35 / $23.13 | modeled | 3 | 2026-05-22 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | BRZE | SeerForecast | Bullish | Bull Put Spread | $23.11 / $21.95 | modeled | 3 | 2026-05-27 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | COST | SeerForecast | Bearish | Bear Call Spread | $1,043.30 / $1,095.46 | modeled | 2 | 2026-05-28 | 2026-05-29 | Win | 329.41 | false |
2026-05-25 | Week of May 25, 2026 | CRM | SeerForecast | Bullish | Bull Call Spread | $194.76 / $177.05 | modeled | 2 | 2026-05-27 | 2026-05-29 | Win | 831.34 | false |
2026-05-25 | Week of May 25, 2026 | DELL | SeerForecast | Bullish | Bull Call Spread | $348.18 / $316.53 | modeled | 2 | 2026-05-28 | 2026-05-29 | Win | 1,300 | false |
2026-05-25 | Week of May 25, 2026 | ESTC | SeerForecast | Bullish | Bull Put Spread | $54.15 / $51.44 | modeled | 3 | 2026-05-28 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | HQY | SeerForecast | Bullish | Bull Put Spread | $81.37 / $77.30 | modeled | 3 | 2026-05-27 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | LULU | SeerForecast | Bullish | Bull Put Spread | $123.18 / $117.02 | modeled | 3 | 2026-05-27 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | MDB | SeerForecast | Bullish | Bull Put Spread | $306.14 / $290.83 | modeled | 3 | 2026-05-28 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | MRVL | SeerForecast | Bullish | Bull Call Spread | $218.52 / $198.65 | modeled | 2 | 2026-05-27 | 2026-05-29 | Loss | -65.88 | false |
2026-05-25 | Week of May 25, 2026 | NCNO | SeerForecast | Bullish | Bull Put Spread | $14.28 / $13.57 | modeled | 3 | 2026-05-27 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | NTAP | SeerForecast | Bullish | Bull Call Spread | $156.17 / $141.97 | modeled | 2 | 2026-05-28 | 2026-05-29 | Win | 1,300 | false |
2026-05-25 | Week of May 25, 2026 | OKTA | SeerForecast | Bullish | Bull Put Spread | $89.04 / $84.59 | modeled | 3 | 2026-05-28 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | PATH | SeerForecast | Bullish | Bull Call Spread | $12.74 / $11.58 | modeled | 2 | 2026-05-28 | 2026-05-29 | Loss | -458.62 | false |
2026-05-25 | Week of May 25, 2026 | SMTC | SeerForecast | Bearish | Bear Call Spread | $164.62 / $172.85 | modeled | 3 | 2026-05-22 | 2026-05-29 | Win | 188.24 | false |
2026-05-25 | Week of May 25, 2026 | SNPS | SeerForecast | Bearish | Bear Call Spread | $552.22 / $579.83 | modeled | 2 | 2026-05-27 | 2026-05-29 | Win | 329.41 | false |
2026-05-25 | Week of May 25, 2026 | ZS | SeerForecast | Bullish | Bull Put Spread | $173.52 / $164.84 | modeled | 3 | 2026-05-26 | 2026-05-29 | Loss | -400 | false |
2026-06-01 | Week of Jun 1, 2026 | AVGO | SeerForecast | Bullish | Bull Put Spread | $449.76 / $427.27 | modeled | 1 | 2026-06-03 | 2026-06-05 | Loss | -1,500 | false |
2026-06-01 | Week of Jun 1, 2026 | CRWD | SeerForecast | Bearish | Bear Call Spread | $212.13 / $240.77 | modeled | 3 | 2026-06-03 | 2026-06-05 | Win | 188.24 | false |
2026-06-01 | Week of Jun 1, 2026 | DOCU | SeerForecast | Bullish | Bull Put Spread | $47.88 / $45.49 | modeled | 1 | 2026-06-04 | 2026-06-05 | Win | 133.65 | false |
2026-06-01 | Week of Jun 1, 2026 | LULU | SeerForecast | Bullish | Bull Put Spread | $117.42 / $111.55 | modeled | 2 | 2026-06-04 | 2026-06-05 | Loss | -230.01 | false |
2026-06-01 | Week of Jun 1, 2026 | MDT | SeerForecast | Bullish | Bull Put Spread | $69.44 / $65.97 | modeled | 3 | 2026-06-02 | 2026-06-05 | Win | 188.24 | false |
2026-06-01 | Week of Jun 1, 2026 | PANW | SeerForecast | Bearish | Bear Call Spread | $317.98 / $340.24 | modeled | 2 | 2026-06-02 | 2026-06-05 | Win | 329.41 | false |
2026-06-01 | Week of Jun 1, 2026 | PVH | SeerForecast | Bullish | Bull Put Spread | $92.07 / $87.47 | modeled | 3 | 2026-06-03 | 2026-06-05 | Loss | -400 | false |
2026-06-01 | Week of Jun 1, 2026 | RBRK | SeerForecast | Bullish | Bull Put Spread | $72.38 / $68.76 | modeled | null | 2026-06-04 | 2026-06-05 | Win | 188.24 | false |
2026-06-01 | Week of Jun 1, 2026 | ULTA | SeerForecast | Bullish | Bull Put Spread | $465.18 / $441.92 | modeled | 3 | 2026-06-02 | 2026-06-05 | Win | 188.24 | false |
2026-06-01 | Week of Jun 1, 2026 | VEEV | SeerForecast | Bullish | Bull Put Spread | $168 / $159.60 | modeled | 2 | 2026-06-03 | 2026-06-05 | Win | 329.41 | false |
2026-06-08 | Week of Jun 8, 2026 | ADBE | SeerForecast | Bullish | Bull Put Spread | $202.39 / $192.27 | modeled | 2 | 2026-06-11 | 2026-06-12 | Win | 329.41 | false |
2026-06-08 | Week of Jun 8, 2026 | CASY | SeerForecast | Bullish | Bull Put Spread | $707.37 / $672 | modeled | 3 | 2026-06-09 | 2026-06-12 | Win | 188.24 | false |
2026-06-08 | Week of Jun 8, 2026 | CHWY | SeerForecast | Bullish | Bull Put Spread | $18.77 / $17.83 | modeled | 3 | 2026-06-09 | 2026-06-12 | Win | 188.24 | false |
2026-06-08 | Week of Jun 8, 2026 | CNM | SeerForecast | Bullish | Bull Put Spread | $49.49 / $47.02 | modeled | 3 | 2026-06-09 | 2026-06-12 | Loss | -88.02 | false |
2026-06-08 | Week of Jun 8, 2026 | LEN | SeerForecast | Bearish | Bear Call Spread | $99.58 / $105.06 | modeled | 2 | 2026-06-11 | 2026-06-12 | Win | 329.41 | false |
2026-06-08 | Week of Jun 8, 2026 | ORCL | SeerForecast | Bearish | Bear Call Spread | $228.64 / $260.65 | modeled | 3 | 2026-06-10 | 2026-06-12 | Win | 188.24 | false |
2026-06-08 | Week of Jun 8, 2026 | RH | SeerForecast | Bullish | Bull Put Spread | null | null | 3 | 2026-06-11 | 2026-06-12 | Win | null | true |
2026-06-15 | Week of Jun 15, 2026 | ACN | SeerForecast | Bullish | Bull Put Spread | $144.91 / $137.66 | modeled | 1 | 2026-06-17 | 2026-06-19 | Loss | -1,500 | false |
2026-06-15 | Week of Jun 15, 2026 | KMX | SeerForecast | Bearish | Bear Call Spread | $54.72 / $57.46 | modeled | 2 | 2026-06-16 | 2026-06-19 | Win | 329.41 | false |
2026-06-15 | Week of Jun 15, 2026 | KR | SeerForecast | Bullish | Bull Put Spread | $57.72 / $54.83 | modeled | 2 | 2026-06-17 | 2026-06-19 | Loss | -504.09 | false |
2026-06-15 | Week of Jun 15, 2026 | LZB | SeerForecast | Bullish | Bull Put Spread | $32.96 / $31.31 | modeled | 3 | 2026-06-16 | 2026-06-19 | Win | 188.24 | false |
2026-06-22 | Week of Jun 22, 2026 | AMD | SeerForecast | Bullish | Long Call | $551.63 | modeled | null | 2026-06-22 | 2026-06-26 | Loss | null | false |
2026-06-22 | Week of Jun 22, 2026 | CCL | SeerForecast | Bullish | Bull Put Spread | $27.78 / $26.39 | modeled | 2 | 2026-06-22 | 2026-06-26 | Win | 329.41 | false |
2026-06-22 | Week of Jun 22, 2026 | FDX | SeerForecast | Bullish | Bull Put Spread | $304.12 / $294.12 | modeled | 2 | 2026-06-22 | 2026-06-26 | Win | 329.41 | false |
2026-06-22 | Week of Jun 22, 2026 | KBH | SeerForecast | Bearish | Bear Put Spread | $46.81 / $49.95 | modeled | 3 | 2026-06-22 | 2026-06-26 | Loss | -400 | false |
2026-06-22 | Week of Jun 22, 2026 | MU | SeerForecast | Bullish | Bull Put Spread | $906.82 / $861.48 | modeled | 1 | 2026-06-24 | 2026-06-26 | Win | 705.88 | false |
2026-06-22 | Week of Jun 22, 2026 | PAYX | SeerForecast | Bullish | Bull Put Spread | $90.19 / $85.68 | modeled | 2 | 2026-06-23 | 2026-06-26 | Win | 329.41 | false |
2026-06-29 | Week of Jun 29, 2026 | NKE | SeerForecast | Bullish | Bull Put Spread | $36.15 / $33.15 | modeled | 3 | 2026-06-30 | 2026-07-03 | Win | 54.55 | false |
2026-06-29 | Week of Jun 29, 2026 | STZ | SeerForecast | Bullish | Bull Put Spread | $127.65 / $121.27 | modeled | 2 | 2026-06-30 | 2026-07-03 | Win | 94.66 | false |
2026-06-29 | Week of Jun 29, 2026 | TAP | SeerForecast | Bullish | Bull Call Spread | $43.22 / $39.29 | modeled | null | 2026-06-29 | 2026-07-03 | Loss | -400 | false |
2026-07-06 | Week of Jul 6, 2026 | LEVI | SeerForecast | Bullish | Bull Put Spread | $21.79 / $20.70 | modeled | 3 | 2026-07-08 | 2026-07-10 | Win | 188.24 | false |
2026-07-06 | Week of Jul 6, 2026 | PEP | SeerForecast | Bullish | Bull Put Spread | $136.10 / $129.29 | modeled | 2 | 2026-07-08 | 2026-07-10 | Win | 329.41 | false |
2026-07-06 | Week of Jul 6, 2026 | PSMT | SeerForecast | Bullish | Bull Put Spread | $174.25 / $165.54 | modeled | 3 | 2026-07-08 | 2026-07-10 | Win | 188.24 | false |
2026-07-13 | Week of Jul 13, 2026 | AEHR | SeerForecast | Bullish | Bull Put Spread | null | null | 3 | 2026-07-14 | 2026-07-17 | Win | null | true |
2026-07-13 | Week of Jul 13, 2026 | ALV | SeerForecast | Bullish | Bull Put Spread | $115.42 / $109.65 | modeled | 3 | 2026-07-16 | 2026-07-17 | Win | 188.24 | false |
2026-07-13 | Week of Jul 13, 2026 | ASML | SeerForecast | Bullish | Bull Put Spread | $1,631.48 / $1,549.91 | modeled | 3 | 2026-07-14 | 2026-07-17 | Win | 188.24 | false |
2026-07-13 | Week of Jul 13, 2026 | BAC | SeerForecast | Bullish | Bull Put Spread | $56.52 / $53.69 | modeled | 2 | 2026-07-13 | 2026-07-17 | Win | 329.41 | false |
2026-07-13 | Week of Jul 13, 2026 | C | SeerForecast | Bullish | Bull Put Spread | $132.30 / $125.69 | modeled | 2 | 2026-07-13 | 2026-07-17 | Loss | -229.68 | false |
2026-07-13 | Week of Jul 13, 2026 | FAST | SeerForecast | Bearish | Bear Call Spread | $49.48 / $52.94 | modeled | 3 | 2026-07-10 | 2026-07-17 | Win | 188.24 | false |
2026-07-13 | Week of Jul 13, 2026 | FITB | SeerForecast | Bullish | Bull Put Spread | $56.40 / $53.58 | modeled | 3 | 2026-07-16 | 2026-07-17 | Win | 188.24 | false |
2026-07-13 | Week of Jul 13, 2026 | JPM | SeerForecast | Bullish | Bull Put Spread | $317.80 / $301.91 | modeled | 3 | 2026-07-13 | 2026-07-17 | Win | 188.24 | false |
2026-07-13 | Week of Jul 13, 2026 | NFLX | SeerForecast | Bullish | Bull Put Spread | $65.80 / $62.51 | modeled | 3 | 2026-07-16 | 2026-07-17 | Win | 188.24 | false |
2026-07-13 | Week of Jul 13, 2026 | PNC | SeerForecast | Bullish | Bull Put Spread | $237.40 / $225.53 | modeled | 2 | 2026-07-14 | 2026-07-17 | Win | 329.41 | false |
2026-07-13 | Week of Jul 13, 2026 | TFC | SeerForecast | Bullish | Bull Put Spread | $50.09 / $47.59 | modeled | 2 | 2026-07-16 | 2026-07-17 | Win | 329.41 | false |
2026-07-13 | Week of Jul 13, 2026 | UAL | SeerForecast | Bullish | Bull Put Spread | $113.73 / $108.04 | modeled | 2 | 2026-07-14 | 2026-07-17 | Win | 329.41 | false |
2026-07-13 | Week of Jul 13, 2026 | UNH | SeerForecast | Bullish | Bull Put Spread | $385.04 / $365.79 | modeled | 2 | 2026-07-15 | 2026-07-17 | Win | 329.41 | false |
2026-07-13 | Week of Jul 13, 2026 | USB | SeerForecast | Bullish | Bull Call Spread | $66.70 / $62.34 | modeled | null | 2026-07-13 | 2026-07-17 | Loss | -190.3 | false |
2026-07-13 | Week of Jul 13, 2026 | WFC | SeerForecast | Bullish | Bull Put Spread | $82.38 / $78.26 | modeled | 2 | 2026-07-13 | 2026-07-17 | Win | 329.41 | false |
2026-07-20 | Week of Jul 20, 2026 | AR | SeerForecast | Bullish | Bull Put Spread | $30.24 / $28.73 | modeled | null | 2026-07-20 | 2026-07-24 | Win | 188.24 | false |
2026-07-20 | Week of Jul 20, 2026 | DECK | SeerForecast | Bullish | Bull Put Spread | null | null | 3 | 2026-07-23 | 2026-07-24 | Win | null | true |
2026-07-20 | Week of Jul 20, 2026 | DPZ | SeerForecast | Bullish | Bull Put Spread | null | null | 3 | 2026-07-17 | 2026-07-24 | Win | null | true |
2026-07-20 | Week of Jul 20, 2026 | EQT | SeerForecast | Bullish | Bull Put Spread | $45.17 / $42.91 | modeled | 2 | 2026-07-21 | 2026-07-24 | Win | 329.41 | false |
2026-07-20 | Week of Jul 20, 2026 | NEM | SeerForecast | Bullish | Bull Put Spread | $86.20 / $81.89 | modeled | 2 | 2026-07-23 | 2026-07-24 | Win | 329.41 | false |
2026-07-20 | Week of Jul 20, 2026 | NOW | SeerForecast | Bullish | Bull Put Spread | null | null | 2 | 2026-07-22 | 2026-07-24 | Win | null | true |
2026-07-20 | Week of Jul 20, 2026 | TSLA | SeerForecast | Bearish | Bear Call Spread | $411.41 / $452.55 | modeled | 3 | 2026-07-22 | 2026-07-24 | Win | 188.24 | false |
End of preview.
tickerseer open data
Aggregate tables from tickerseer.com, refreshed monthly. Everything here is either an aggregate over sub-industries or a row already published on the site. Per-stock ratings are not in this dataset.
Files
ledger-rows.csvledger-scorecard/2026-W41.csvledger-scorecard/2026-W42.csvmarket-structure/2026-08.csvmarket-structure/2026-09.csvmarket-structure/2026-10.csvvaluation-temperature/2026-07.csvvaluation-temperature/2026-08.csvvaluation-temperature/2026-09.csvvaluation-temperature/2026-10.csv
valuation-temperature/.csv
The monthly Valuation Temperature tables (https://tickerseer.com/reports/valuation-temperature):
cheapest (sub-industries by median PEG, with forward growth), quadrant
(the quality-against-value quadrant) and richest_vs_history (sub-industries
most above their own historical normal P/E) and, where the month file
carries it, market-structure/<YYYY-MM>.csv (whole-universe aggregates such as
the median overvaluation). Months 2026-07 to 2026-10. The universe column is
each month's own stamp, blank where the file carries none: 2026-07: no universe stamp, 2026-08: no universe stamp, 2026-09: no universe stamp, 2026-10: us. A month
with no stamp was computed over the unfiltered frame, which included some
companies domiciled outside the United States; each month's page on the site
discloses its own share.
ledger-scorecard/.csv and ledger-rows.csv
The settled earnings-week calls tickerseer published since 2026-05-11,
as of 2026-10-12. ledger-rows.csv is the same file the site serves at
https://tickerseer.com/track-record.csv: one row per settled call, with a modeled dollar
withheld where the reconstruction is marked suspect. The scorecard is the
per-structure and per-direction tally from https://tickerseer.com/research. Method pages:
https://tickerseer.com/docs (the ratings and valuation signals), https://tickerseer.com/indices/methodology
(the paper indices), https://tickerseer.com/track-record#methodology (how a call is graded).
Licence and citation
CC BY 4.0. Cite as: tickerseer, "tickerseer open data", https://tickerseer.com, retrieved on the date you read it. Kaggle id: tickerseer/tickerseer-open-data.
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