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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: 'shuffled' as a scalar of type double
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 2312, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
return array_cast(
array,
...<2 lines>...
allow_decimal_to_str=allow_decimal_to_str,
)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2015, in array_cast
return array.cast(pa_type)
~~~~~~~~~~^^^^^^^^^
File "pyarrow/array.pxi", line 1147, in pyarrow.lib.Array.cast
File "/usr/local/lib/python3.14/site-packages/pyarrow/compute.py", line 412, in cast
return call_function("cast", [arr], options, memory_pool)
File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
result = GetResultValue(
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
raise convert_status(status)
pyarrow.lib.ArrowInvalid: Failed to parse string: 'shuffled' as a scalar of type double
The above exception was the direct cause of the following exception:
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 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
record_id string | symbol string | company string | date string | previous_date string | close float64 | previous_close float64 | direction string | category string | answer_type string | task string | target string | context_order null | prompt_id null | eval_scope null | prompt string | completion string | messages_json string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AAPL:2025-02-28:direction | AAPL | AAPL | 2025-02-28 | 2025-01-31 | 241.84 | 236 | higher | train_update | categorical | update | AAPL closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AAPL (AAPL)
Previous monthly close: 2025-01-31 at $236.00
Current monthly close: 2025-02-28 at $241.84
Write one concise factual market update. | AAPL closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AAPL (AAPL)\nPrevious monthly close: 2025-01-31 at $236.00\nCurrent monthly close: 2025-02-28 at $241.84\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AAPL closed higher on 2025-02-28 versus 2025-01-31."}] |
AAPL:2025-02-28:direction | AAPL | AAPL | 2025-02-28 | 2025-01-31 | 241.84 | 236 | higher | train_qa | categorical | qa | higher | null | null | null | Did AAPL close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did AAPL close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
ABBV:2025-02-28:direction | ABBV | ABBV | 2025-02-28 | 2025-01-31 | 209.03 | 183.9 | higher | train_update | categorical | update | ABBV closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: ABBV (ABBV)
Previous monthly close: 2025-01-31 at $183.90
Current monthly close: 2025-02-28 at $209.03
Write one concise factual market update. | ABBV closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: ABBV (ABBV)\nPrevious monthly close: 2025-01-31 at $183.90\nCurrent monthly close: 2025-02-28 at $209.03\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "ABBV closed higher on 2025-02-28 versus 2025-01-31."}] |
ABBV:2025-02-28:direction | ABBV | ABBV | 2025-02-28 | 2025-01-31 | 209.03 | 183.9 | higher | train_qa | categorical | qa | higher | null | null | null | Did ABBV close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did ABBV close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
ABT:2025-02-28:direction | ABT | ABT | 2025-02-28 | 2025-01-31 | 138.01 | 127.93 | higher | train_update | categorical | update | ABT closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: ABT (ABT)
Previous monthly close: 2025-01-31 at $127.93
Current monthly close: 2025-02-28 at $138.01
Write one concise factual market update. | ABT closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: ABT (ABT)\nPrevious monthly close: 2025-01-31 at $127.93\nCurrent monthly close: 2025-02-28 at $138.01\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "ABT closed higher on 2025-02-28 versus 2025-01-31."}] |
ABT:2025-02-28:direction | ABT | ABT | 2025-02-28 | 2025-01-31 | 138.01 | 127.93 | higher | train_qa | categorical | qa | higher | null | null | null | Did ABT close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did ABT close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
ADI:2025-02-28:direction | ADI | ADI | 2025-02-28 | 2025-01-31 | 230.06 | 211.89 | higher | train_update | categorical | update | ADI closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: ADI (ADI)
Previous monthly close: 2025-01-31 at $211.89
Current monthly close: 2025-02-28 at $230.06
Write one concise factual market update. | ADI closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: ADI (ADI)\nPrevious monthly close: 2025-01-31 at $211.89\nCurrent monthly close: 2025-02-28 at $230.06\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "ADI closed higher on 2025-02-28 versus 2025-01-31."}] |
ADI:2025-02-28:direction | ADI | ADI | 2025-02-28 | 2025-01-31 | 230.06 | 211.89 | higher | train_qa | categorical | qa | higher | null | null | null | Did ADI close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did ADI close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
ADP:2025-02-28:direction | ADP | ADP | 2025-02-28 | 2025-01-31 | 315.18 | 303.01 | higher | train_update | categorical | update | ADP closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: ADP (ADP)
Previous monthly close: 2025-01-31 at $303.01
Current monthly close: 2025-02-28 at $315.18
Write one concise factual market update. | ADP closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: ADP (ADP)\nPrevious monthly close: 2025-01-31 at $303.01\nCurrent monthly close: 2025-02-28 at $315.18\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "ADP closed higher on 2025-02-28 versus 2025-01-31."}] |
ADP:2025-02-28:direction | ADP | ADP | 2025-02-28 | 2025-01-31 | 315.18 | 303.01 | higher | train_qa | categorical | qa | higher | null | null | null | Did ADP close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did ADP close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
AMAT:2025-02-28:direction | AMAT | AMAT | 2025-02-28 | 2025-01-31 | 158.07 | 180.35 | lower | train_update | categorical | update | AMAT closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AMAT (AMAT)
Previous monthly close: 2025-01-31 at $180.35
Current monthly close: 2025-02-28 at $158.07
Write one concise factual market update. | AMAT closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AMAT (AMAT)\nPrevious monthly close: 2025-01-31 at $180.35\nCurrent monthly close: 2025-02-28 at $158.07\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AMAT closed lower on 2025-02-28 versus 2025-01-31."}] |
AMAT:2025-02-28:direction | AMAT | AMAT | 2025-02-28 | 2025-01-31 | 158.07 | 180.35 | lower | train_qa | categorical | qa | lower | null | null | null | Did AMAT close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did AMAT close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
AMD:2025-02-28:direction | AMD | AMD | 2025-02-28 | 2025-01-31 | 99.86 | 115.95 | lower | train_update | categorical | update | AMD closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AMD (AMD)
Previous monthly close: 2025-01-31 at $115.95
Current monthly close: 2025-02-28 at $99.86
Write one concise factual market update. | AMD closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AMD (AMD)\nPrevious monthly close: 2025-01-31 at $115.95\nCurrent monthly close: 2025-02-28 at $99.86\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AMD closed lower on 2025-02-28 versus 2025-01-31."}] |
AMD:2025-02-28:direction | AMD | AMD | 2025-02-28 | 2025-01-31 | 99.86 | 115.95 | lower | train_qa | categorical | qa | lower | null | null | null | Did AMD close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did AMD close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
AMGN:2025-02-28:direction | AMGN | AMGN | 2025-02-28 | 2025-01-31 | 308.06 | 285.42 | higher | train_update | categorical | update | AMGN closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AMGN (AMGN)
Previous monthly close: 2025-01-31 at $285.42
Current monthly close: 2025-02-28 at $308.06
Write one concise factual market update. | AMGN closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AMGN (AMGN)\nPrevious monthly close: 2025-01-31 at $285.42\nCurrent monthly close: 2025-02-28 at $308.06\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AMGN closed higher on 2025-02-28 versus 2025-01-31."}] |
AMGN:2025-02-28:direction | AMGN | AMGN | 2025-02-28 | 2025-01-31 | 308.06 | 285.42 | higher | train_qa | categorical | qa | higher | null | null | null | Did AMGN close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did AMGN close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
AMT:2025-02-28:direction | AMT | AMT | 2025-02-28 | 2025-01-31 | 205.62 | 184.95 | higher | train_update | categorical | update | AMT closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AMT (AMT)
Previous monthly close: 2025-01-31 at $184.95
Current monthly close: 2025-02-28 at $205.62
Write one concise factual market update. | AMT closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AMT (AMT)\nPrevious monthly close: 2025-01-31 at $184.95\nCurrent monthly close: 2025-02-28 at $205.62\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AMT closed higher on 2025-02-28 versus 2025-01-31."}] |
AMT:2025-02-28:direction | AMT | AMT | 2025-02-28 | 2025-01-31 | 205.62 | 184.95 | higher | train_qa | categorical | qa | higher | null | null | null | Did AMT close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did AMT close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
AMZN:2025-02-28:direction | AMZN | AMZN | 2025-02-28 | 2025-01-31 | 212.28 | 237.68 | lower | train_update | categorical | update | AMZN closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AMZN (AMZN)
Previous monthly close: 2025-01-31 at $237.68
Current monthly close: 2025-02-28 at $212.28
Write one concise factual market update. | AMZN closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AMZN (AMZN)\nPrevious monthly close: 2025-01-31 at $237.68\nCurrent monthly close: 2025-02-28 at $212.28\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AMZN closed lower on 2025-02-28 versus 2025-01-31."}] |
AMZN:2025-02-28:direction | AMZN | AMZN | 2025-02-28 | 2025-01-31 | 212.28 | 237.68 | lower | train_qa | categorical | qa | lower | null | null | null | Did AMZN close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did AMZN close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
APH:2025-02-28:direction | APH | APH | 2025-02-28 | 2025-01-31 | 66.6 | 70.78 | lower | train_update | categorical | update | APH closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: APH (APH)
Previous monthly close: 2025-01-31 at $70.78
Current monthly close: 2025-02-28 at $66.60
Write one concise factual market update. | APH closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: APH (APH)\nPrevious monthly close: 2025-01-31 at $70.78\nCurrent monthly close: 2025-02-28 at $66.60\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "APH closed lower on 2025-02-28 versus 2025-01-31."}] |
APH:2025-02-28:direction | APH | APH | 2025-02-28 | 2025-01-31 | 66.6 | 70.78 | lower | train_qa | categorical | qa | lower | null | null | null | Did APH close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did APH close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
AVGO:2025-02-28:direction | AVGO | AVGO | 2025-02-28 | 2025-01-31 | 199.43 | 221.27 | lower | train_update | categorical | update | AVGO closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AVGO (AVGO)
Previous monthly close: 2025-01-31 at $221.27
Current monthly close: 2025-02-28 at $199.43
Write one concise factual market update. | AVGO closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AVGO (AVGO)\nPrevious monthly close: 2025-01-31 at $221.27\nCurrent monthly close: 2025-02-28 at $199.43\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AVGO closed lower on 2025-02-28 versus 2025-01-31."}] |
AVGO:2025-02-28:direction | AVGO | AVGO | 2025-02-28 | 2025-01-31 | 199.43 | 221.27 | lower | train_qa | categorical | qa | lower | null | null | null | Did AVGO close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did AVGO close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
AXP:2025-02-28:direction | AXP | AXP | 2025-02-28 | 2025-01-31 | 300.96 | 317.45 | lower | train_update | categorical | update | AXP closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: AXP (AXP)
Previous monthly close: 2025-01-31 at $317.45
Current monthly close: 2025-02-28 at $300.96
Write one concise factual market update. | AXP closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: AXP (AXP)\nPrevious monthly close: 2025-01-31 at $317.45\nCurrent monthly close: 2025-02-28 at $300.96\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "AXP closed lower on 2025-02-28 versus 2025-01-31."}] |
AXP:2025-02-28:direction | AXP | AXP | 2025-02-28 | 2025-01-31 | 300.96 | 317.45 | lower | train_qa | categorical | qa | lower | null | null | null | Did AXP close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did AXP close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
BA:2025-02-28:direction | BA | BA | 2025-02-28 | 2025-01-31 | 174.63 | 176.52 | lower | train_update | categorical | update | BA closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: BA (BA)
Previous monthly close: 2025-01-31 at $176.52
Current monthly close: 2025-02-28 at $174.63
Write one concise factual market update. | BA closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: BA (BA)\nPrevious monthly close: 2025-01-31 at $176.52\nCurrent monthly close: 2025-02-28 at $174.63\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "BA closed lower on 2025-02-28 versus 2025-01-31."}] |
BA:2025-02-28:direction | BA | BA | 2025-02-28 | 2025-01-31 | 174.63 | 176.52 | lower | train_qa | categorical | qa | lower | null | null | null | Did BA close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did BA close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
BAC:2025-02-28:direction | BAC | BAC | 2025-02-28 | 2025-01-31 | 46.1 | 46.3 | lower | train_update | categorical | update | BAC closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: BAC (BAC)
Previous monthly close: 2025-01-31 at $46.30
Current monthly close: 2025-02-28 at $46.10
Write one concise factual market update. | BAC closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: BAC (BAC)\nPrevious monthly close: 2025-01-31 at $46.30\nCurrent monthly close: 2025-02-28 at $46.10\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "BAC closed lower on 2025-02-28 versus 2025-01-31."}] |
BAC:2025-02-28:direction | BAC | BAC | 2025-02-28 | 2025-01-31 | 46.1 | 46.3 | lower | train_qa | categorical | qa | lower | null | null | null | Did BAC close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did BAC close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
BKNG:2025-02-28:direction | BKNG | BKNG | 2025-02-28 | 2025-01-31 | 200.64 | 189.5 | higher | train_update | categorical | update | BKNG closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: BKNG (BKNG)
Previous monthly close: 2025-01-31 at $189.50
Current monthly close: 2025-02-28 at $200.64
Write one concise factual market update. | BKNG closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: BKNG (BKNG)\nPrevious monthly close: 2025-01-31 at $189.50\nCurrent monthly close: 2025-02-28 at $200.64\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "BKNG closed higher on 2025-02-28 versus 2025-01-31."}] |
BKNG:2025-02-28:direction | BKNG | BKNG | 2025-02-28 | 2025-01-31 | 200.64 | 189.5 | higher | train_qa | categorical | qa | higher | null | null | null | Did BKNG close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did BKNG close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
BLK:2025-02-28:direction | BLK | BLK | 2025-02-28 | 2025-01-31 | 977.78 | 1,075.5 | lower | train_update | categorical | update | BLK closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: BLK (BLK)
Previous monthly close: 2025-01-31 at $1075.50
Current monthly close: 2025-02-28 at $977.78
Write one concise factual market update. | BLK closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: BLK (BLK)\nPrevious monthly close: 2025-01-31 at $1075.50\nCurrent monthly close: 2025-02-28 at $977.78\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "BLK closed lower on 2025-02-28 versus 2025-01-31."}] |
BLK:2025-02-28:direction | BLK | BLK | 2025-02-28 | 2025-01-31 | 977.78 | 1,075.5 | lower | train_qa | categorical | qa | lower | null | null | null | Did BLK close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did BLK close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
BMY:2025-02-28:direction | BMY | BMY | 2025-02-28 | 2025-01-31 | 59.62 | 58.95 | higher | train_update | categorical | update | BMY closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: BMY (BMY)
Previous monthly close: 2025-01-31 at $58.95
Current monthly close: 2025-02-28 at $59.62
Write one concise factual market update. | BMY closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: BMY (BMY)\nPrevious monthly close: 2025-01-31 at $58.95\nCurrent monthly close: 2025-02-28 at $59.62\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "BMY closed higher on 2025-02-28 versus 2025-01-31."}] |
BMY:2025-02-28:direction | BMY | BMY | 2025-02-28 | 2025-01-31 | 59.62 | 58.95 | higher | train_qa | categorical | qa | higher | null | null | null | Did BMY close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did BMY close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
BX:2025-02-28:direction | BX | BX | 2025-02-28 | 2025-01-31 | 161.16 | 177.11 | lower | train_update | categorical | update | BX closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: BX (BX)
Previous monthly close: 2025-01-31 at $177.11
Current monthly close: 2025-02-28 at $161.16
Write one concise factual market update. | BX closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: BX (BX)\nPrevious monthly close: 2025-01-31 at $177.11\nCurrent monthly close: 2025-02-28 at $161.16\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "BX closed lower on 2025-02-28 versus 2025-01-31."}] |
BX:2025-02-28:direction | BX | BX | 2025-02-28 | 2025-01-31 | 161.16 | 177.11 | lower | train_qa | categorical | qa | lower | null | null | null | Did BX close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did BX close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
C:2025-02-28:direction | C | C | 2025-02-28 | 2025-01-31 | 79.95 | 81.43 | lower | train_update | categorical | update | C closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: C (C)
Previous monthly close: 2025-01-31 at $81.43
Current monthly close: 2025-02-28 at $79.95
Write one concise factual market update. | C closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: C (C)\nPrevious monthly close: 2025-01-31 at $81.43\nCurrent monthly close: 2025-02-28 at $79.95\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "C closed lower on 2025-02-28 versus 2025-01-31."}] |
C:2025-02-28:direction | C | C | 2025-02-28 | 2025-01-31 | 79.95 | 81.43 | lower | train_qa | categorical | qa | lower | null | null | null | Did C close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did C close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
CAT:2025-02-28:direction | CAT | CAT | 2025-02-28 | 2025-01-31 | 343.95 | 371.44 | lower | train_update | categorical | update | CAT closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: CAT (CAT)
Previous monthly close: 2025-01-31 at $371.44
Current monthly close: 2025-02-28 at $343.95
Write one concise factual market update. | CAT closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: CAT (CAT)\nPrevious monthly close: 2025-01-31 at $371.44\nCurrent monthly close: 2025-02-28 at $343.95\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "CAT closed lower on 2025-02-28 versus 2025-01-31."}] |
CAT:2025-02-28:direction | CAT | CAT | 2025-02-28 | 2025-01-31 | 343.95 | 371.44 | lower | train_qa | categorical | qa | lower | null | null | null | Did CAT close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did CAT close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
CB:2025-02-28:direction | CB | CB | 2025-02-28 | 2025-01-31 | 285.48 | 271.88 | higher | train_update | categorical | update | CB closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: CB (CB)
Previous monthly close: 2025-01-31 at $271.88
Current monthly close: 2025-02-28 at $285.48
Write one concise factual market update. | CB closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: CB (CB)\nPrevious monthly close: 2025-01-31 at $271.88\nCurrent monthly close: 2025-02-28 at $285.48\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "CB closed higher on 2025-02-28 versus 2025-01-31."}] |
CB:2025-02-28:direction | CB | CB | 2025-02-28 | 2025-01-31 | 285.48 | 271.88 | higher | train_qa | categorical | qa | higher | null | null | null | Did CB close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did CB close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
CDNS:2025-02-28:direction | CDNS | CDNS | 2025-02-28 | 2025-01-31 | 250.5 | 297.62 | lower | train_update | categorical | update | CDNS closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: CDNS (CDNS)
Previous monthly close: 2025-01-31 at $297.62
Current monthly close: 2025-02-28 at $250.50
Write one concise factual market update. | CDNS closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: CDNS (CDNS)\nPrevious monthly close: 2025-01-31 at $297.62\nCurrent monthly close: 2025-02-28 at $250.50\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "CDNS closed lower on 2025-02-28 versus 2025-01-31."}] |
CDNS:2025-02-28:direction | CDNS | CDNS | 2025-02-28 | 2025-01-31 | 250.5 | 297.62 | lower | train_qa | categorical | qa | lower | null | null | null | Did CDNS close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did CDNS close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
CMCSA:2025-02-28:direction | CMCSA | CMCSA | 2025-02-28 | 2025-01-31 | 33.63 | 31.55 | higher | train_update | categorical | update | CMCSA closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: CMCSA (CMCSA)
Previous monthly close: 2025-01-31 at $31.55
Current monthly close: 2025-02-28 at $33.63
Write one concise factual market update. | CMCSA closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: CMCSA (CMCSA)\nPrevious monthly close: 2025-01-31 at $31.55\nCurrent monthly close: 2025-02-28 at $33.63\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "CMCSA closed higher on 2025-02-28 versus 2025-01-31."}] |
CMCSA:2025-02-28:direction | CMCSA | CMCSA | 2025-02-28 | 2025-01-31 | 33.63 | 31.55 | higher | train_qa | categorical | qa | higher | null | null | null | Did CMCSA close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did CMCSA close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
COP:2025-02-28:direction | COP | COP | 2025-02-28 | 2025-01-31 | 99.15 | 98.83 | higher | train_update | categorical | update | COP closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: COP (COP)
Previous monthly close: 2025-01-31 at $98.83
Current monthly close: 2025-02-28 at $99.15
Write one concise factual market update. | COP closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: COP (COP)\nPrevious monthly close: 2025-01-31 at $98.83\nCurrent monthly close: 2025-02-28 at $99.15\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "COP closed higher on 2025-02-28 versus 2025-01-31."}] |
COP:2025-02-28:direction | COP | COP | 2025-02-28 | 2025-01-31 | 99.15 | 98.83 | higher | train_qa | categorical | qa | higher | null | null | null | Did COP close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did COP close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
COST:2025-02-28:direction | COST | COST | 2025-02-28 | 2025-01-31 | 1,048.61 | 979.88 | higher | train_update | categorical | update | COST closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: COST (COST)
Previous monthly close: 2025-01-31 at $979.88
Current monthly close: 2025-02-28 at $1048.61
Write one concise factual market update. | COST closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: COST (COST)\nPrevious monthly close: 2025-01-31 at $979.88\nCurrent monthly close: 2025-02-28 at $1048.61\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "COST closed higher on 2025-02-28 versus 2025-01-31."}] |
COST:2025-02-28:direction | COST | COST | 2025-02-28 | 2025-01-31 | 1,048.61 | 979.88 | higher | train_qa | categorical | qa | higher | null | null | null | Did COST close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did COST close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
CRM:2025-02-28:direction | CRM | CRM | 2025-02-28 | 2025-01-31 | 297.85 | 341.7 | lower | train_update | categorical | update | CRM closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: CRM (CRM)
Previous monthly close: 2025-01-31 at $341.70
Current monthly close: 2025-02-28 at $297.85
Write one concise factual market update. | CRM closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: CRM (CRM)\nPrevious monthly close: 2025-01-31 at $341.70\nCurrent monthly close: 2025-02-28 at $297.85\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "CRM closed lower on 2025-02-28 versus 2025-01-31."}] |
CRM:2025-02-28:direction | CRM | CRM | 2025-02-28 | 2025-01-31 | 297.85 | 341.7 | lower | train_qa | categorical | qa | lower | null | null | null | Did CRM close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did CRM close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
CSCO:2025-02-28:direction | CSCO | CSCO | 2025-02-28 | 2025-01-31 | 64.11 | 60.6 | higher | train_update | categorical | update | CSCO closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: CSCO (CSCO)
Previous monthly close: 2025-01-31 at $60.60
Current monthly close: 2025-02-28 at $64.11
Write one concise factual market update. | CSCO closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: CSCO (CSCO)\nPrevious monthly close: 2025-01-31 at $60.60\nCurrent monthly close: 2025-02-28 at $64.11\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "CSCO closed higher on 2025-02-28 versus 2025-01-31."}] |
CSCO:2025-02-28:direction | CSCO | CSCO | 2025-02-28 | 2025-01-31 | 64.11 | 60.6 | higher | train_qa | categorical | qa | higher | null | null | null | Did CSCO close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did CSCO close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
CTAS:2025-02-28:direction | CTAS | CTAS | 2025-02-28 | 2025-01-31 | 207.5 | 200.57 | higher | train_update | categorical | update | CTAS closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: CTAS (CTAS)
Previous monthly close: 2025-01-31 at $200.57
Current monthly close: 2025-02-28 at $207.50
Write one concise factual market update. | CTAS closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: CTAS (CTAS)\nPrevious monthly close: 2025-01-31 at $200.57\nCurrent monthly close: 2025-02-28 at $207.50\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "CTAS closed higher on 2025-02-28 versus 2025-01-31."}] |
CTAS:2025-02-28:direction | CTAS | CTAS | 2025-02-28 | 2025-01-31 | 207.5 | 200.57 | higher | train_qa | categorical | qa | higher | null | null | null | Did CTAS close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did CTAS close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
DE:2025-02-28:direction | DE | DE | 2025-02-28 | 2025-01-31 | 480.79 | 476.56 | higher | train_update | categorical | update | DE closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: DE (DE)
Previous monthly close: 2025-01-31 at $476.56
Current monthly close: 2025-02-28 at $480.79
Write one concise factual market update. | DE closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: DE (DE)\nPrevious monthly close: 2025-01-31 at $476.56\nCurrent monthly close: 2025-02-28 at $480.79\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "DE closed higher on 2025-02-28 versus 2025-01-31."}] |
DE:2025-02-28:direction | DE | DE | 2025-02-28 | 2025-01-31 | 480.79 | 476.56 | higher | train_qa | categorical | qa | higher | null | null | null | Did DE close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did DE close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
DHR:2025-02-28:direction | DHR | DHR | 2025-02-28 | 2025-01-31 | 207.76 | 222.74 | lower | train_update | categorical | update | DHR closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: DHR (DHR)
Previous monthly close: 2025-01-31 at $222.74
Current monthly close: 2025-02-28 at $207.76
Write one concise factual market update. | DHR closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: DHR (DHR)\nPrevious monthly close: 2025-01-31 at $222.74\nCurrent monthly close: 2025-02-28 at $207.76\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "DHR closed lower on 2025-02-28 versus 2025-01-31."}] |
DHR:2025-02-28:direction | DHR | DHR | 2025-02-28 | 2025-01-31 | 207.76 | 222.74 | lower | train_qa | categorical | qa | lower | null | null | null | Did DHR close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did DHR close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
DIS:2025-02-28:direction | DIS | DIS | 2025-02-28 | 2025-01-31 | 113.8 | 113.06 | higher | train_update | categorical | update | DIS closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: DIS (DIS)
Previous monthly close: 2025-01-31 at $113.06
Current monthly close: 2025-02-28 at $113.80
Write one concise factual market update. | DIS closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: DIS (DIS)\nPrevious monthly close: 2025-01-31 at $113.06\nCurrent monthly close: 2025-02-28 at $113.80\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "DIS closed higher on 2025-02-28 versus 2025-01-31."}] |
DIS:2025-02-28:direction | DIS | DIS | 2025-02-28 | 2025-01-31 | 113.8 | 113.06 | higher | train_qa | categorical | qa | higher | null | null | null | Did DIS close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did DIS close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
ELV:2025-02-28:direction | ELV | ELV | 2025-02-28 | 2025-01-31 | 396.88 | 395.7 | higher | train_update | categorical | update | ELV closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: ELV (ELV)
Previous monthly close: 2025-01-31 at $395.70
Current monthly close: 2025-02-28 at $396.88
Write one concise factual market update. | ELV closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: ELV (ELV)\nPrevious monthly close: 2025-01-31 at $395.70\nCurrent monthly close: 2025-02-28 at $396.88\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "ELV closed higher on 2025-02-28 versus 2025-01-31."}] |
ELV:2025-02-28:direction | ELV | ELV | 2025-02-28 | 2025-01-31 | 396.88 | 395.7 | higher | train_qa | categorical | qa | higher | null | null | null | Did ELV close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did ELV close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
EQIX:2025-02-28:direction | EQIX | EQIX | 2025-02-28 | 2025-01-31 | 904.62 | 913.66 | lower | train_update | categorical | update | EQIX closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: EQIX (EQIX)
Previous monthly close: 2025-01-31 at $913.66
Current monthly close: 2025-02-28 at $904.62
Write one concise factual market update. | EQIX closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: EQIX (EQIX)\nPrevious monthly close: 2025-01-31 at $913.66\nCurrent monthly close: 2025-02-28 at $904.62\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "EQIX closed lower on 2025-02-28 versus 2025-01-31."}] |
EQIX:2025-02-28:direction | EQIX | EQIX | 2025-02-28 | 2025-01-31 | 904.62 | 913.66 | lower | train_qa | categorical | qa | lower | null | null | null | Did EQIX close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did EQIX close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
GE:2025-02-28:direction | GE | GE | 2025-02-28 | 2025-01-31 | 206.98 | 203.57 | higher | train_update | categorical | update | GE closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: GE (GE)
Previous monthly close: 2025-01-31 at $203.57
Current monthly close: 2025-02-28 at $206.98
Write one concise factual market update. | GE closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: GE (GE)\nPrevious monthly close: 2025-01-31 at $203.57\nCurrent monthly close: 2025-02-28 at $206.98\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "GE closed higher on 2025-02-28 versus 2025-01-31."}] |
GE:2025-02-28:direction | GE | GE | 2025-02-28 | 2025-01-31 | 206.98 | 203.57 | higher | train_qa | categorical | qa | higher | null | null | null | Did GE close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did GE close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
GILD:2025-02-28:direction | GILD | GILD | 2025-02-28 | 2025-01-31 | 114.31 | 97.2 | higher | train_update | categorical | update | GILD closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: GILD (GILD)
Previous monthly close: 2025-01-31 at $97.20
Current monthly close: 2025-02-28 at $114.31
Write one concise factual market update. | GILD closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: GILD (GILD)\nPrevious monthly close: 2025-01-31 at $97.20\nCurrent monthly close: 2025-02-28 at $114.31\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "GILD closed higher on 2025-02-28 versus 2025-01-31."}] |
GILD:2025-02-28:direction | GILD | GILD | 2025-02-28 | 2025-01-31 | 114.31 | 97.2 | higher | train_qa | categorical | qa | higher | null | null | null | Did GILD close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did GILD close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
GOOG:2025-02-28:direction | GOOG | GOOG | 2025-02-28 | 2025-01-31 | 172.22 | 205.6 | lower | train_update | categorical | update | GOOG closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: GOOG (GOOG)
Previous monthly close: 2025-01-31 at $205.60
Current monthly close: 2025-02-28 at $172.22
Write one concise factual market update. | GOOG closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: GOOG (GOOG)\nPrevious monthly close: 2025-01-31 at $205.60\nCurrent monthly close: 2025-02-28 at $172.22\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "GOOG closed lower on 2025-02-28 versus 2025-01-31."}] |
GOOG:2025-02-28:direction | GOOG | GOOG | 2025-02-28 | 2025-01-31 | 172.22 | 205.6 | lower | train_qa | categorical | qa | lower | null | null | null | Did GOOG close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did GOOG close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
GOOGL:2025-02-28:direction | GOOGL | GOOGL | 2025-02-28 | 2025-01-31 | 170.28 | 204.02 | lower | train_update | categorical | update | GOOGL closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: GOOGL (GOOGL)
Previous monthly close: 2025-01-31 at $204.02
Current monthly close: 2025-02-28 at $170.28
Write one concise factual market update. | GOOGL closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: GOOGL (GOOGL)\nPrevious monthly close: 2025-01-31 at $204.02\nCurrent monthly close: 2025-02-28 at $170.28\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "GOOGL closed lower on 2025-02-28 versus 2025-01-31."}] |
GOOGL:2025-02-28:direction | GOOGL | GOOGL | 2025-02-28 | 2025-01-31 | 170.28 | 204.02 | lower | train_qa | categorical | qa | lower | null | null | null | Did GOOGL close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did GOOGL close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
GS:2025-02-28:direction | GS | GS | 2025-02-28 | 2025-01-31 | 622.29 | 640.4 | lower | train_update | categorical | update | GS closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: GS (GS)
Previous monthly close: 2025-01-31 at $640.40
Current monthly close: 2025-02-28 at $622.29
Write one concise factual market update. | GS closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: GS (GS)\nPrevious monthly close: 2025-01-31 at $640.40\nCurrent monthly close: 2025-02-28 at $622.29\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "GS closed lower on 2025-02-28 versus 2025-01-31."}] |
GS:2025-02-28:direction | GS | GS | 2025-02-28 | 2025-01-31 | 622.29 | 640.4 | lower | train_qa | categorical | qa | lower | null | null | null | Did GS close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did GS close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
HD:2025-02-28:direction | HD | HD | 2025-02-28 | 2025-01-31 | 396.6 | 411.98 | lower | train_update | categorical | update | HD closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: HD (HD)
Previous monthly close: 2025-01-31 at $411.98
Current monthly close: 2025-02-28 at $396.60
Write one concise factual market update. | HD closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: HD (HD)\nPrevious monthly close: 2025-01-31 at $411.98\nCurrent monthly close: 2025-02-28 at $396.60\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "HD closed lower on 2025-02-28 versus 2025-01-31."}] |
HD:2025-02-28:direction | HD | HD | 2025-02-28 | 2025-01-31 | 396.6 | 411.98 | lower | train_qa | categorical | qa | lower | null | null | null | Did HD close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did HD close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
HON:2025-02-28:direction | HON | HON | 2025-02-28 | 2025-01-31 | 210.44 | 221.14 | lower | train_update | categorical | update | HON closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: HON (HON)
Previous monthly close: 2025-01-31 at $221.14
Current monthly close: 2025-02-28 at $210.44
Write one concise factual market update. | HON closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: HON (HON)\nPrevious monthly close: 2025-01-31 at $221.14\nCurrent monthly close: 2025-02-28 at $210.44\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "HON closed lower on 2025-02-28 versus 2025-01-31."}] |
HON:2025-02-28:direction | HON | HON | 2025-02-28 | 2025-01-31 | 210.44 | 221.14 | lower | train_qa | categorical | qa | lower | null | null | null | Did HON close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did HON close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
IBM:2025-02-28:direction | IBM | IBM | 2025-02-28 | 2025-01-31 | 252.44 | 255.7 | lower | train_update | categorical | update | IBM closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: IBM (IBM)
Previous monthly close: 2025-01-31 at $255.70
Current monthly close: 2025-02-28 at $252.44
Write one concise factual market update. | IBM closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: IBM (IBM)\nPrevious monthly close: 2025-01-31 at $255.70\nCurrent monthly close: 2025-02-28 at $252.44\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "IBM closed lower on 2025-02-28 versus 2025-01-31."}] |
IBM:2025-02-28:direction | IBM | IBM | 2025-02-28 | 2025-01-31 | 252.44 | 255.7 | lower | train_qa | categorical | qa | lower | null | null | null | Did IBM close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did IBM close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
ICE:2025-02-28:direction | ICE | ICE | 2025-02-28 | 2025-01-31 | 173.23 | 159.83 | higher | train_update | categorical | update | ICE closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: ICE (ICE)
Previous monthly close: 2025-01-31 at $159.83
Current monthly close: 2025-02-28 at $173.23
Write one concise factual market update. | ICE closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: ICE (ICE)\nPrevious monthly close: 2025-01-31 at $159.83\nCurrent monthly close: 2025-02-28 at $173.23\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "ICE closed higher on 2025-02-28 versus 2025-01-31."}] |
ICE:2025-02-28:direction | ICE | ICE | 2025-02-28 | 2025-01-31 | 173.23 | 159.83 | higher | train_qa | categorical | qa | higher | null | null | null | Did ICE close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did ICE close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
INTU:2025-02-28:direction | INTU | INTU | 2025-02-28 | 2025-01-31 | 613.84 | 601.51 | higher | train_update | categorical | update | INTU closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: INTU (INTU)
Previous monthly close: 2025-01-31 at $601.51
Current monthly close: 2025-02-28 at $613.84
Write one concise factual market update. | INTU closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: INTU (INTU)\nPrevious monthly close: 2025-01-31 at $601.51\nCurrent monthly close: 2025-02-28 at $613.84\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "INTU closed higher on 2025-02-28 versus 2025-01-31."}] |
INTU:2025-02-28:direction | INTU | INTU | 2025-02-28 | 2025-01-31 | 613.84 | 601.51 | higher | train_qa | categorical | qa | higher | null | null | null | Did INTU close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did INTU close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
ISRG:2025-02-28:direction | ISRG | ISRG | 2025-02-28 | 2025-01-31 | 573.15 | 571.88 | higher | train_update | categorical | update | ISRG closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: ISRG (ISRG)
Previous monthly close: 2025-01-31 at $571.88
Current monthly close: 2025-02-28 at $573.15
Write one concise factual market update. | ISRG closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: ISRG (ISRG)\nPrevious monthly close: 2025-01-31 at $571.88\nCurrent monthly close: 2025-02-28 at $573.15\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "ISRG closed higher on 2025-02-28 versus 2025-01-31."}] |
ISRG:2025-02-28:direction | ISRG | ISRG | 2025-02-28 | 2025-01-31 | 573.15 | 571.88 | higher | train_qa | categorical | qa | higher | null | null | null | Did ISRG close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did ISRG close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
JNJ:2025-02-28:direction | JNJ | JNJ | 2025-02-28 | 2025-01-31 | 165.02 | 152.15 | higher | train_update | categorical | update | JNJ closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: JNJ (JNJ)
Previous monthly close: 2025-01-31 at $152.15
Current monthly close: 2025-02-28 at $165.02
Write one concise factual market update. | JNJ closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: JNJ (JNJ)\nPrevious monthly close: 2025-01-31 at $152.15\nCurrent monthly close: 2025-02-28 at $165.02\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "JNJ closed higher on 2025-02-28 versus 2025-01-31."}] |
JNJ:2025-02-28:direction | JNJ | JNJ | 2025-02-28 | 2025-01-31 | 165.02 | 152.15 | higher | train_qa | categorical | qa | higher | null | null | null | Did JNJ close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did JNJ close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
JPM:2025-02-28:direction | JPM | JPM | 2025-02-28 | 2025-01-31 | 264.65 | 267.3 | lower | train_update | categorical | update | JPM closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: JPM (JPM)
Previous monthly close: 2025-01-31 at $267.30
Current monthly close: 2025-02-28 at $264.65
Write one concise factual market update. | JPM closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: JPM (JPM)\nPrevious monthly close: 2025-01-31 at $267.30\nCurrent monthly close: 2025-02-28 at $264.65\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "JPM closed lower on 2025-02-28 versus 2025-01-31."}] |
JPM:2025-02-28:direction | JPM | JPM | 2025-02-28 | 2025-01-31 | 264.65 | 267.3 | lower | train_qa | categorical | qa | lower | null | null | null | Did JPM close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did JPM close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
KKR:2025-02-28:direction | KKR | KKR | 2025-02-28 | 2025-01-31 | 135.59 | 167.07 | lower | train_update | categorical | update | KKR closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: KKR (KKR)
Previous monthly close: 2025-01-31 at $167.07
Current monthly close: 2025-02-28 at $135.59
Write one concise factual market update. | KKR closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: KKR (KKR)\nPrevious monthly close: 2025-01-31 at $167.07\nCurrent monthly close: 2025-02-28 at $135.59\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "KKR closed lower on 2025-02-28 versus 2025-01-31."}] |
KKR:2025-02-28:direction | KKR | KKR | 2025-02-28 | 2025-01-31 | 135.59 | 167.07 | lower | train_qa | categorical | qa | lower | null | null | null | Did KKR close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did KKR close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
KLAC:2025-02-28:direction | KLAC | KLAC | 2025-02-28 | 2025-01-31 | 70.88 | 73.82 | lower | train_update | categorical | update | KLAC closed lower on 2025-02-28 versus 2025-01-31. | null | null | null | Company: KLAC (KLAC)
Previous monthly close: 2025-01-31 at $73.82
Current monthly close: 2025-02-28 at $70.88
Write one concise factual market update. | KLAC closed lower on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: KLAC (KLAC)\nPrevious monthly close: 2025-01-31 at $73.82\nCurrent monthly close: 2025-02-28 at $70.88\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "KLAC closed lower on 2025-02-28 versus 2025-01-31."}] |
KLAC:2025-02-28:direction | KLAC | KLAC | 2025-02-28 | 2025-01-31 | 70.88 | 73.82 | lower | train_qa | categorical | qa | lower | null | null | null | Did KLAC close higher or lower on 2025-02-28 than on 2025-01-31? | lower | [{"role": "user", "content": "Did KLAC close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "lower"}] |
KO:2025-02-28:direction | KO | KO | 2025-02-28 | 2025-01-31 | 71.21 | 63.48 | higher | train_update | categorical | update | KO closed higher on 2025-02-28 versus 2025-01-31. | null | null | null | Company: KO (KO)
Previous monthly close: 2025-01-31 at $63.48
Current monthly close: 2025-02-28 at $71.21
Write one concise factual market update. | KO closed higher on 2025-02-28 versus 2025-01-31. | [{"role": "user", "content": "Company: KO (KO)\nPrevious monthly close: 2025-01-31 at $63.48\nCurrent monthly close: 2025-02-28 at $71.21\n\nWrite one concise factual market update."}, {"role": "assistant", "content": "KO closed higher on 2025-02-28 versus 2025-01-31."}] |
KO:2025-02-28:direction | KO | KO | 2025-02-28 | 2025-01-31 | 71.21 | 63.48 | higher | train_qa | categorical | qa | higher | null | null | null | Did KO close higher or lower on 2025-02-28 than on 2025-01-31? | higher | [{"role": "user", "content": "Did KO close higher or lower on 2025-02-28 than on 2025-01-31?"}, {"role": "assistant", "content": "higher"}] |
End of preview.
Temporal Stock Direction ICL 2025
CSV dataset for temporal direction experiments over 2025 monthly stock closes.
It was built from Yahoo Finance chart data for 100 requested large-cap symbols;
98 symbols returned usable 12-month histories. The task is categorical:
answer higher or lower for monthly close transitions.
Files
monthly_closes.csv: monthly close observations, 1,176 rows.transitions.csv: adjacent monthly transitions, 1,078 rows.train_chronological.csv,train_random.csv,train_reverse.csv: SFT rows with update + QA examples, 2,156 rows each.train_chronological_qa.csv,train_random_qa.csv,train_reverse_qa.csv: QA-only SFT rows, 1,078 rows each.val_historical.csv: direct historical direction questions, 1,078 rows.val_latest.csv: latest-state direct questions, 490 rows.val_icl_latest.csv: ICL prompts for only the final transition, 588 rows.val_icl_all.csv: ICL prompts for every transition, 6,468 rows.manifest.json: build metadata and label counts.
Columns
Common columns include prompt, completion, messages_json, symbol,
date, previous_date, close, previous_close, category, task, and
target. ICL rows additionally include context_order, prompt_id, and
eval_scope.
Intended Use
Use this for quick EDA in pandas/HF Datasets, scaled ICL evaluation, and small SFTTrainer smoke tests. Chronological/random/reverse train files contain the same transition examples in different orders. EOF'
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