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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 10 new columns ({'transaction_index', 'shares_owned_after', 'price_per_share', 'is_director', 'transaction_date', 'is_ten_percent_owner', 'security_title', 'is_10b5_1', 'is_officer', 'insider_name'}) and 10 missing columns ({'any_officer', 'tranches', 'first_transaction_date', 'any_ten_percent_owner', 'any_director', 'relevance_score', 'last_transaction_date', 'avg_price_usd', 'insiders', 'any_10b5_1'}).
This happened while the csv dataset builder was generating data using
hf://datasets/mikhailmakeev/sec-form4-insider-trading/insider_transactions.csv (at revision 6186eba01419be0d5008d8470e53da184584d8b7), ['hf://datasets/mikhailmakeev/sec-form4-insider-trading@6186eba01419be0d5008d8470e53da184584d8b7/insider_events.csv', 'hf://datasets/mikhailmakeev/sec-form4-insider-trading@6186eba01419be0d5008d8470e53da184584d8b7/insider_transactions.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 1837, 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 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
ticker: string
cik: int64
issuer_name: string
insider_name: string
insider_title: string
is_officer: string
is_director: string
is_ten_percent_owner: string
transaction_code: string
ownership_form: string
transaction_date: string
shares: double
price_per_share: double
total_value: double
security_title: double
shares_owned_after: double
is_10b5_1: string
accession_number: string
transaction_index: int64
filed_at: string
news_uid: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2888
to
{'accession_number': Value('string'), 'transaction_code': Value('string'), 'ownership_form': Value('string'), 'ticker': Value('string'), 'issuer_name': Value('string'), 'cik': Value('int64'), 'insiders': Value('string'), 'insider_title': Value('string'), 'any_officer': Value('string'), 'any_director': Value('string'), 'any_ten_percent_owner': Value('string'), 'any_10b5_1': Value('string'), 'shares': Value('float64'), 'avg_price_usd': Value('float64'), 'total_value': Value('float64'), 'tranches': Value('int64'), 'first_transaction_date': Value('string'), 'last_transaction_date': Value('string'), 'filed_at': Value('string'), 'news_uid': Value('string'), 'relevance_score': Value('float64')}
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 1683, 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 1839, 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 10 new columns ({'transaction_index', 'shares_owned_after', 'price_per_share', 'is_director', 'transaction_date', 'is_ten_percent_owner', 'security_title', 'is_10b5_1', 'is_officer', 'insider_name'}) and 10 missing columns ({'any_officer', 'tranches', 'first_transaction_date', 'any_ten_percent_owner', 'any_director', 'relevance_score', 'last_transaction_date', 'avg_price_usd', 'insiders', 'any_10b5_1'}).
This happened while the csv dataset builder was generating data using
hf://datasets/mikhailmakeev/sec-form4-insider-trading/insider_transactions.csv (at revision 6186eba01419be0d5008d8470e53da184584d8b7), ['hf://datasets/mikhailmakeev/sec-form4-insider-trading@6186eba01419be0d5008d8470e53da184584d8b7/insider_events.csv', 'hf://datasets/mikhailmakeev/sec-form4-insider-trading@6186eba01419be0d5008d8470e53da184584d8b7/insider_transactions.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.
accession_number string | transaction_code string | ownership_form string | ticker string | issuer_name string | cik int64 | insiders string | insider_title string | any_officer string | any_director string | any_ten_percent_owner string | any_10b5_1 string | shares float64 | avg_price_usd float64 | total_value float64 | tranches int64 | first_transaction_date string | last_transaction_date string | filed_at string | news_uid string | relevance_score float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0001090012-26-000055 | S | D | DVN | DEVON ENERGY CORP/DE | 1,090,012 | Ritenour Jeffrey L | EVP & CHIEF CORP DEV OFFICER | t | f | f | f | 70,029 | 46.66 | 3,267,553.14 | 1 | 2026-05-11 | 2026-05-11 | 2026-05-12 22:00:35+00 | 4afe9a979c5b2fb6 | 6 |
0001944970-26-000017 | S | D | PENG | Penguin Solutions, Inc. | 1,616,533 | Clark Joseph Gates | SVP and Pres, Optimized LED | t | f | f | t | 5,000 | 39.99 | 199,950 | 1 | 2026-05-08 | 2026-05-08 | 2026-05-12 22:01:09+00 | 6aaf252c9f0e9b62 | 4 |
0001242843-26-000008 | P | I | PTLO | Portillo's Inc. | 1,871,509 | LEE EUGENE I JR | null | f | t | f | f | 70,165 | 4.28 | 300,306.2 | 1 | 2026-05-11 | 2026-05-11 | 2026-05-12 22:03:24+00 | 65c8c62a9916abbe | 6 |
0002014838-26-000006 | S | D | HG | Hamilton Insurance Group, Ltd. | 1,593,275 | Levenson Jonathan B. | Group Treasurer | t | f | f | f | 3,030 | 30.67 | 92,930.1 | 1 | 2026-05-08 | 2026-05-08 | 2026-05-12 22:06:26+00 | 3efa72999160064d | 6 |
0001769628-26-000233 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Baker Jeff | Principal Accounting Officer | t | f | f | f | 42,515 | 113.9396 | 4,844,140.43 | 2 | 2026-05-14 | 2026-05-14 | 2026-05-15 20:00:00+00 | 8d9902ddf831b2c1 | 6 |
0001769628-26-000234 | S | I | CRWV | CoreWeave, Inc. | 1,769,628 | Venturo Brian M | Chief Strategy Officer | t | t | f | t | 76,924 | 110.5538 | 8,504,242.51 | 14 | 2026-05-13 | 2026-05-13 | 2026-05-15 20:00:00+00 | fb7715cb47222f1f | 7 |
0001769628-26-000237 | S | I | CRWV | CoreWeave, Inc. | 1,769,628 | Venturo Brian M | Chief Strategy Officer | t | t | f | t | 375,000 | 101.2438 | 37,966,422.85 | 12 | 2026-05-18 | 2026-05-18 | 2026-05-20 20:00:00+00 | d03963a2369027de | 7 |
0001769628-26-000238 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Intrator Michael N | CEO and President | t | t | t | t | 200,000 | 98.3309 | 19,666,188.35 | 7 | 2026-05-19 | 2026-05-19 | 2026-05-21 20:00:00+00 | eb67fc2edd49d0c9 | 7 |
0001769628-26-000238 | S | I | CRWV | CoreWeave, Inc. | 1,769,628 | Intrator Michael N | CEO and President | t | t | t | t | 107,693 | 98.3309 | 10,589,553.86 | 7 | 2026-05-19 | 2026-05-19 | 2026-05-21 20:00:00+00 | eb616d05828cee1e | 7 |
0001769628-26-000246 | S | I | CRWV | CoreWeave, Inc. | 1,769,628 | Venturo Brian M | Chief Strategy Officer | t | t | f | t | 76,924 | 101.091 | 7,776,326.71 | 10 | 2026-05-20 | 2026-05-20 | 2026-05-22 20:00:00+00 | c790db34ba7482b2 | 6 |
0001193125-26-237437 | S | I | SLDE | Slide Insurance Holdings, Inc. | 1,886,428 | Lucas Bruce | Chief Executive Officer | t | t | t | t | 184,817 | 18.78 | 3,470,863.26 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 00:56:08+00 | d498e4155df19fd8 | 6 |
0001193125-26-237439 | S | I | SLDE | Slide Insurance Holdings, Inc. | 1,886,428 | Lucas Shannon | President & COO | t | t | t | t | 18,279 | 18.78 | 343,279.62 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 00:56:44+00 | 7c8daa979c9a12d0 | 6 |
0001493152-26-025122 | D | D | ATLX | Atlas Lithium Corp | 1,540,684 | Fogassa Marc | Chief Executive Officer | t | t | t | t | 55,555 | 4.3319 | 240,658.7 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:00:00+00 | ed051cd5a779e412 | 6 |
0001628280-26-037908 | P | D | MKTW | MARKETWISE, INC. | 1,805,651 | Stansberry Frank Porter | null | f | t | t | f | 20,100 | 17.21 | 345,921 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:04:24+00 | c233edc3b17df738 | 7 |
0000950103-26-007679 | P | I | PAX | Patria Investments Ltd | 1,825,570 | Neto Olimpio Matarazzo | null | f | t | f | f | 15,000 | 11.4 | 171,000 | 1 | 2026-05-15 | 2026-05-15 | 2026-05-23 01:05:12+00 | dd3772e8df3be7fa | 8 |
0001769628-26-000239 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Agrawal Nitin | Chief Financial Officer | t | f | f | f | 10,062 | 99.82 | 1,004,388.84 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:15:02+00 | ed74735ac54c3808 | 7 |
0001769628-26-000240 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Baker Jeff | Principal Accounting Officer | t | f | f | f | 1,320 | 99.82 | 131,762.4 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:15:55+00 | 03c402b9685a6de5 | 6 |
0000905148-26-002641 | S | D | ULS | UL Solutions Inc. | 1,901,440 | Hecker Friedrich | null | f | t | f | f | 4,000 | 102.0435 | 408,174 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-23 01:16:55+00 | d13ed0f446cdcf4c | 6 |
0001769628-26-000241 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Goldberg Chen | EVP, Product & Engineering | t | f | f | t | 14,168 | 100.3378 | 1,421,586.39 | 5 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:18:08+00 | bcb708c02924f726 | 6 |
0001769628-26-000242 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Intrator Michael N | CEO and President | t | t | t | f | 13,129 | 99.82 | 1,310,536.78 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:21:07+00 | 41adb512fdf3efd5 | 8 |
0001769628-26-000243 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Jain Sachin | Chief Operating Officer | t | f | f | f | 6,377 | 99.82 | 636,552.14 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:22:36+00 | 04c26c7dc21921fe | 7 |
0001769628-26-000244 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | McBee Brannin | Chief Development Officer | t | f | f | f | 3,683 | 99.82 | 367,637.06 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:25:23+00 | 5a4b21bf2dd99b5a | 6 |
0001769628-26-000245 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | McVeety Kristen J | GC and Secretary | t | f | f | f | 3,833 | 99.82 | 382,610.06 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:26:56+00 | 4613a501d52975b7 | 6 |
0001769628-26-000246 | S | D | CRWV | CoreWeave, Inc. | 1,769,628 | Venturo Brian M | Chief Strategy Officer | t | t | f | t | 5,887 | 99.82 | 587,640.34 | 1 | 2026-05-20 | 2026-05-20 | 2026-05-23 01:28:48+00 | 9f8ea358074b9ee0 | 6 |
0001628280-26-037910 | P | D | BRCB | Black Rock Coffee Bar, Inc. | 2,068,577 | Geyer Clay Howard | Chief Operating Officer | t | f | f | f | 45,080 | 6.51 | 293,470.8 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-23 01:42:02+00 | 66cc3786b5ca7aa9 | 8 |
0001193125-26-237754 | S | D | BIDU | Baidu, Inc. | 1,329,099 | Foo Jixun | null | f | t | f | f | 122,584 | 16.317 | 2,000,203.13 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 10:03:55+00 | 185e0c5b56dea947 | 8 |
0001193125-26-237763 | S | I | SE | Sea Ltd | 1,703,399 | Ye Gang | COO | t | t | f | t | 2,118 | 85.41 | 180,898.38 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 10:07:10+00 | 267fa9e338f21f0c | 6 |
0001193125-26-237764 | S | I | SE | Sea Ltd | 1,703,399 | Chen Jingye | CPO, Shopee | t | f | f | t | 168 | 85.4 | 14,347.2 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 10:07:26+00 | 5ab89aadffb87c61 | 6 |
0001193125-26-237765 | S | I | SE | Sea Ltd | 1,703,399 | Wang Yanjun | CCO and GC | t | f | f | t | 168 | 85.4 | 14,347.2 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 10:07:43+00 | 4dabedd1c94f8445 | 6 |
0001011438-26-000361 | S | D | SGHC | Super Group (SGHC) Ltd | 1,878,057 | Van Wyk Alinda | Chief Financial Officer | t | t | f | f | 78,837 | 13.7 | 1,080,066.9 | 1 | 2026-05-19 | 2026-05-19 | 2026-05-26 10:21:25+00 | ce6151271807f364 | 8 |
0001213900-26-060745 | S | I | NAMI | Jinxin Technology Holding Co | 1,967,631 | Jiang Jun Jason | CFO and COO | t | t | f | f | 940 | 0.305 | 286.7 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 10:34:17+00 | 09121a14825037a3 | 6 |
0001213900-26-060753 | P | D | IPM | INTELLIGENT PROTECTION MANAGEMENT CORP. | 1,355,839 | Katz Jason | Chief Executive Officer | t | t | t | f | 10,000 | 1.97 | 19,700 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 10:39:16+00 | 80b791076e5dfcf7 | 6 |
0000008858-26-000046 | S | I | AVT | AVNET INC | 8,858 | JACOBSON KENNETH A | Chief Financial Officer | t | f | f | f | 12,000 | 85.26 | 1,023,120 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 10:59:47+00 | 24651e7dabefbd66 | 7 |
0001193125-26-237847 | S | D | GLBE | Global-E Online Ltd. | 1,835,963 | Debbi Nir | President | t | t | f | t | 1,863 | 30.254 | 56,363.2 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 11:12:59+00 | ae5344b4283b886f | 8 |
0001193125-26-237855 | S | D | GLBE | Global-E Online Ltd. | 1,835,963 | Tamari Shahar | COO | t | t | f | t | 3,387 | 30.2561 | 102,477.41 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 11:16:59+00 | a971267f4d98367b | 6 |
0001178913-26-002888 | S | I | ENLT | Enlight Renewable Energy Ltd. | 1,922,641 | Weil Shai Yeshayahu | null | f | t | f | f | 73,436 | 93.68 | 6,879,484.48 | 1 | 2026-05-25 | 2026-05-25 | 2026-05-26 11:23:19+00 | c8eea856b444b776 | 7 |
0001178913-26-002890 | S | D | ENLT | Enlight Renewable Energy Ltd. | 1,922,641 | SEROUSSI YAIR | null | f | t | f | f | 3,593 | 94.24 | 338,604.32 | 1 | 2026-05-25 | 2026-05-25 | 2026-05-26 11:26:08+00 | 1f3cde4bd17c804c | 7 |
0001976408-26-000479 | S | D | ALLT | Allot Ltd. | 1,365,767 | Shteiman Mark | Chief Product Officer | t | f | f | f | 5,000 | 7.39 | 36,950 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 11:27:27+00 | 227a3f13cd3a5a94 | 6 |
0001104659-26-065999 | P | I | COE | 51Talk Online Education Group | 1,659,494 | Huang Jack Jiajia | Chief Executive Officer | t | t | t | t | 47,280 | 26.34 | 1,245,355.2 | 1 | 2026-05-15 | 2026-05-15 | 2026-05-26 11:29:00+00 | 43c3e0865b84c169 | 8 |
0001213900-26-060778 | S | I | NAMI | Jinxin Technology Holding Co | 1,967,631 | Jiang Jun Jason | CFO and COO | t | t | f | f | 5,000 | 0.345 | 1,725 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 12:00:21+00 | 6ed130136c83c1b0 | 6 |
0001213900-26-060780 | S | D | REE | REE Automotive Ltd. | 1,843,588 | Miller Tali | Chief Business Officer | t | f | f | t | 556 | 0.34 | 189.04 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 12:00:23+00 | c8ae5ce9a1f9805b | 6 |
0001976408-26-000484 | S | D | CRNT | CERAGON NETWORKS LTD | 1,119,769 | Makov Efrat | null | f | t | f | f | 6,667 | 2.65 | 17,667.55 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 12:01:46+00 | 830191e617409689 | 6 |
0002109337-26-000006 | P | D | OWLS | OBOOK HOLDINGS INC. | 2,025,416 | WANG CHUN KAI | Chief Executive Officer | t | t | f | f | 100 | 5.641 | 564.1 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 12:31:49+00 | b6421bcb8c2f3484 | 6 |
0001493152-26-025177 | P | D | ECOR | electroCore, Inc. | 1,560,258 | Errico Thomas J. | null | f | t | f | f | 9,992 | 5.99 | 59,852.08 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 12:52:01+00 | 920700ff1b9d73b1 | 6 |
0001104659-26-066061 | S | I | AFL | AFLAC INC | 4,977 | Japan Post Holdings Co., Ltd. | null | f | f | t | t | 1,300 | 116.47 | 151,411 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 13:21:48+00 | ac97e8b6bb6e3126 | 6 |
0001193125-26-238154 | S | D | BPOP | POPULAR, INC. | 763,901 | Sanchez Alejandro M | null | f | t | f | f | 300 | 150.36 | 45,108 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 13:50:38+00 | 1e1d4f1e4c009399 | 6 |
0002126550-26-000003 | S | D | BAP | CREDICORP LTD | 1,001,290 | Perez-Reyes Alejandro | CFO | t | f | f | f | 1,073 | 337.5 | 362,137.5 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 13:52:48+00 | 7d58e5f1a4dcdd9d | 6 |
0002015793-26-000010 | P | D | CIA | CITIZENS, INC. | 24,090 | Stenberg Jon | President & CEO | t | t | f | f | 10,000 | 4.8192 | 48,192 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 14:28:12+00 | 5c4e10b363aecb20 | 7 |
0001940280-26-000006 | S | D | JBHT | HUNT J B TRANSPORT SERVICES INC | 728,535 | Frazier Spencer | EVP of Sales and Marketing | t | f | f | f | 2,000 | 258.2028 | 516,405.6 | 1 | 2026-05-19 | 2026-05-19 | 2026-05-26 14:33:57+00 | e9024b60e97b6329 | 6 |
0001931048-26-000014 | S | D | BXP | BXP, Inc. | 1,037,540 | Kevorkian Eric G | SVP, CLO and Secretary | t | f | f | f | 200 | 60.225 | 12,045 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 15:13:54+00 | efc6eb7172ec5cd7 | 3 |
0000726854-26-000131 | S | D | CHCO | CITY HOLDING CO | 726,854 | BUMGARNER DAVID L | EVP & Chief Financial Officer | t | f | f | f | 1,161 | 124.5 | 144,544.5 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 15:26:13+00 | 4fdc5b010ef575b7 | 6 |
0001493152-26-025191 | S | I | LEVI | LEVI STRAUSS & CO | 94,845 | Haas Robert D. | null | f | f | t | t | 31,000 | 22.0034 | 682,105.4 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 15:32:24+00 | 31378792a249ef32 | 6 |
0001203302-26-000010 | S | D | USNA | USANA HEALTH SCIENCES INC | 896,264 | FULLER GILBERT A | null | f | t | f | f | 1,057 | 18.6648 | 19,728.69 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 15:37:11+00 | 9b436ae122325fef | 7 |
0001193125-26-238277 | P | D | IRIX | IRIDEX CORP | 1,006,045 | Dizon Romeo R | Chief Financial Officer | t | f | f | f | 5,004 | 1 | 5,004 | 1 | 2026-05-26 | 2026-05-26 | 2026-05-26 15:40:20+00 | 987fd49ee01f06ee | 6 |
0001628280-26-037967 | P | D | NEWT | NewtekOne, Inc. | 1,587,987 | Downs Peter Mathison | President, Newtek Bank | t | t | f | f | 737 | 13.56 | 9,993.72 | 1 | 2026-05-26 | 2026-05-26 | 2026-05-26 15:54:29+00 | a35c756c3f583814 | 6 |
0001289315-26-000007 | P | I | ASPS | ALTISOURCE PORTFOLIO SOLUTIONS S.A. | 1,462,418 | Shepro William B | Chair and CEO | t | t | f | f | 3,511 | 6.02 | 21,136.22 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 16:01:29+00 | c520b3d77b897a73 | 6 |
0001193125-26-238320 | S | I | TG | TREDEGAR CORP | 850,429 | Gottwald James T. | null | f | f | t | f | 21 | 8 | 168 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 16:03:12+00 | 5d9d804f0242b8b8 | 6 |
0001193125-26-238341 | S | I | TG | TREDEGAR CORP | 850,429 | GOTTWALD JOHN D | null | f | f | t | f | 21 | 8 | 168 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 16:10:19+00 | 3bb9e43cea0021f9 | 6 |
0001959455-26-000082 | P | D | HSHP | Himalaya Shipping Ltd. | 1,959,455 | Svensen Lars-Christian | Contracted CEO | t | f | f | f | 4,000 | 14.2 | 56,800 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 16:12:11+00 | fb58d387971521f0 | 6 |
0001193125-26-238371 | S | I | TG | TREDEGAR CORP | 850,429 | GOTTWALD WILLIAM M | null | f | f | t | f | 21 | 8 | 168 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 16:20:50+00 | 6f7f1f32bb40eca1 | 6 |
0001628280-26-037974 | S | D | DXPE | DXP ENTERPRISES INC | 1,020,710 | HALTER TIMOTHY P | null | f | t | f | f | 6,842 | 141.59 | 968,758.78 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 16:43:08+00 | bf8dfdb3a30a9c74 | 7 |
0001005817-26-000064 | P | D | TMP | TOMPKINS FINANCIAL CORP | 1,005,817 | Rahilly Ita M | null | f | t | f | f | 1,164.144 | 85.9 | 99,999.97 | 1 | 2026-05-26 | 2026-05-26 | 2026-05-26 16:44:11+00 | d8523b8e7a763aae | 8 |
0001193125-26-238439 | S | D | LEA | LEAR CORP | 842,162 | Roelli Nicholas Jon | SVP and President, E-Systems | t | f | f | f | 2,336 | 141.375 | 330,252 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 16:50:25+00 | a1bde3b12d6a9b14 | 6 |
0000320335-26-000177 | S | D | GL | GLOBE LIFE INC. | 320,335 | SVOBODA FRANK M | Co-Chairman & CEO | t | t | f | f | 18,410 | 156.6471 | 2,883,873.11 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 17:02:46+00 | 7620099d8acaf21d | 8 |
0001193125-26-238472 | S | D | RMBS | RAMBUS INC | 917,273 | Shinn John | SVP, General Counsel | t | f | f | f | 1,000 | 143.63 | 143,630 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 17:04:28+00 | 8995f2159a937aec | 6 |
0000320335-26-000179 | S | D | GL | GLOBE LIFE INC. | 320,335 | Kalmbach Thomas Peter | EVP & CFO | t | f | f | f | 7,936 | 156.5914 | 1,242,709.35 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 17:04:31+00 | df3ccc8dfee5b041 | 7 |
0001628280-26-037989 | S | D | KLTR | KALTURA INC | 1,432,133 | Israeli Natan | Chief Customer Officer | t | f | f | t | 1,836 | 1.5113 | 2,774.75 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 17:07:28+00 | 4525efa832104cc7 | 4 |
0001510281-26-000186 | P | I | HFRO | HIGHLAND OPPORTUNITIES & INCOME FUND | 1,710,680 | Saba Capital Management, L.P. | null | f | f | t | f | 20,490 | 6.25 | 128,062.5 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 17:31:06+00 | d50b5787270d9111 | 6 |
0001709048-26-000128 | S | D | GFS | GLOBALFOUNDRIES Inc. | 1,709,048 | Azar Samak L | Chief Legal Officer | t | f | f | t | 335 | 77.99 | 26,126.65 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 17:31:28+00 | 54228dc8c73024c7 | 6 |
0001213900-26-060945 | S | I | AXIA | AXIA Energia S.A. | 1,439,124 | Batista de Lima Filho Pedro | null | f | t | f | f | 341,000 | 10.27 | 3,502,070 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 17:31:54+00 | 7d42f6e4d9b4833a | 6 |
0001510281-26-000187 | P | I | MXF | MEXICO FUND INC | 65,433 | Saba Capital Management, L.P. | null | f | f | t | f | 7,166 | 21.67 | 155,287.22 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 17:34:19+00 | 86e20281e83e9f15 | 6 |
0001510281-26-000188 | P | I | GF | NEW GERMANY FUND INC | 858,706 | Saba Capital Management, L.P. | null | f | f | t | f | 3,900 | 11.83 | 46,137 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 17:36:15+00 | 95fed59ef7da0207 | 6 |
0001510281-26-000189 | S | I | ECAT | BlackRock ESG Capital Allocation Term Trust | 1,864,843 | Saba Capital Management, L.P. | null | f | f | t | f | 53,479 | 15.23 | 814,485.17 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 17:42:04+00 | 34ef38c4da4608a3 | 6 |
0002069283-26-000001 | P | D | AMRZ | Amrize Ltd | 2,035,989 | Forrest Nollaig | Chief Mktg & Corp Affairs Off | t | f | f | f | 2,000 | 50.25 | 100,500 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 17:47:53+00 | a1e2ab81eeb6c1c3 | 7 |
0001628280-26-038016 | P | D | CWBC | Community West Bancshares | 1,127,371 | STOVESAND KIRK | null | f | t | f | f | 257 | 23.9 | 6,142.3 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 18:07:36+00 | df1261d643750ac2 | 6 |
0001041061-26-000130 | S | D | YUM | YUM BRANDS INC | 1,041,061 | Tresvant Sean | Taco Bell, CEO, YUM CCO | t | f | f | f | 3,000 | 154.68 | 464,040 | 1 | 2026-05-26 | 2026-05-26 | 2026-05-26 18:12:52+00 | 320f9993e341e577 | 7 |
0000025475-26-000061 | S | D | CRD-A | CRAWFORD & CO | 25,475 | Bart Andrew John | Executive Vice President | t | f | f | f | 1,995 | 10.3721 | 20,692.34 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 18:15:05+00 | a646bac12430f0a4 | 6 |
0001049502-26-000088 | S | D | MKSI | MKS INC | 1,049,502 | Lee John Tseng-Chung | President & CEO | t | t | f | t | 10,000 | 315.48 | 3,154,800 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 18:15:39+00 | 181e54fedc600129 | 6 |
0001049502-26-000090 | S | D | MKSI | MKS INC | 1,049,502 | Mayampurath Ramakumar | EVP & CFO | t | f | f | t | 8,810 | 315.48 | 2,779,378.8 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 18:18:47+00 | 18b1d7773f2d3387 | 6 |
0001674621-26-000004 | S | D | WRLD | WORLD ACCEPTANCE CORP | 108,385 | Robinson Benjamin E III | null | f | t | f | t | 90 | 160 | 14,400 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 18:20:33+00 | f1e5b2362df0bdf7 | 6 |
0000935596-26-000010 | P | D | DGICA | DONEGAL GROUP INC | 800,457 | DONEGAL MUTUAL INSURANCE CO | null | f | f | t | f | 8,500 | 17.479 | 148,571.5 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 18:44:38+00 | 444422a4f200dd3f | 6 |
0001045463-26-000004 | P | D | PRTA | PROTHENA CORP PUBLIC LTD CO | 1,559,053 | SCULLY WILLIAM P | null | f | f | t | f | 100,000 | 9.813 | 981,300 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 18:51:49+00 | e7a65eb95d9fa16b | 7 |
0001837938-26-000004 | P | I | MNTS | Momentus Inc. | 1,781,162 | Hadfield Chris | null | f | t | f | f | 2,000 | 7.19 | 14,380 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 18:54:53+00 | 9f13983b63850f67 | 6 |
0001178913-26-002912 | S | D | ENLT | Enlight Renewable Energy Ltd. | 1,922,641 | Paz Amit | CHIEF INNOVATION OFFICER | t | f | f | f | 3,533 | 97.35 | 343,937.55 | 1 | 2026-05-26 | 2026-05-26 | 2026-05-26 19:00:33+00 | b96bc8a77c9c38b7 | 7 |
0001993902-26-000006 | S | D | PBI | PITNEY BOWES INC /DE/ | 78,814 | Pfeiffer Deborah | EVP & Pres, Presort Services | t | f | f | t | 23,075 | 15.482 | 357,247.15 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 19:42:36+00 | 7b03d9f74bd05bb4 | 6 |
0001193125-26-239216 | P | D | AMLX | Amylyx Pharmaceuticals, Inc. | 1,658,551 | Firestone Karen | null | f | t | f | f | 3,800 | 13.51 | 51,338 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 20:00:07+00 | b7cc7b3664b1b020 | 6 |
0001104659-26-066246 | S | I | PRPO | Precipio, Inc. | 1,043,961 | SANDBERG RICHARD A | null | f | t | f | f | 900 | 25.0193 | 22,517.37 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 20:00:15+00 | 875702df22081e2a | 6 |
0000024741-26-000233 | S | D | GLW | CORNING INC /NY | 24,741 | Amin Jaymin | SVP and Chief Tech. Officer | t | f | f | f | 27,395 | 192.1386 | 5,263,636.95 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 20:01:22+00 | 4291af7a49937f15 | 6 |
0001294357-26-000004 | P | D | PSEC | PROSPECT CAPITAL CORP | 1,287,032 | Barry John F | CHIEF EXECUTIVE OFFICER | t | t | t | f | 100,000 | 2.2766 | 227,660 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 20:01:35+00 | a9152fd0673f7500 | 7 |
0001428563-26-000007 | S | D | SGI | SOMNIGROUP INTERNATIONAL INC. | 1,206,264 | Rusing Steven H | President & CEO Mattress Firm | t | f | f | f | 5,357 | 66.7927 | 357,808.49 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 20:02:44+00 | 5344ad802fe656a0 | 6 |
0001628280-26-038059 | S | D | AOSL | ALPHA & OMEGA SEMICONDUCTOR Ltd | 1,387,467 | Chen Claudia | null | f | t | f | t | 3,844 | 39.4742 | 151,738.82 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 20:02:52+00 | 0cb72855d7c9581d | 6 |
0001171843-26-003696 | S | D | BWAY | Brainsway Ltd. | 1,505,065 | Mitrany Rayten Michal Ety | null | f | t | f | f | 10,000 | null | null | 1 | 2026-05-25 | 2026-05-25 | 2026-05-26 20:02:54+00 | 0b377fe5790320db | 6 |
0001111711-26-000073 | S | D | NI | NISOURCE INC. | 1,111,711 | Yates Lloyd M | Director and President & CEO | t | t | f | f | 19,905 | 47.73 | 950,065.65 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 20:03:35+00 | e9ae68f23166d1de | 7 |
0000950142-26-001479 | S | D | HSY | HERSHEY CO | 47,111 | HERSHEY TRUST CO TRUSTEE IN TRUST FOR MILTON HERSHEY SCHOOL | null | f | f | t | t | 255 | 187.7006 | 47,863.65 | 1 | 2026-05-21 | 2026-05-21 | 2026-05-26 20:03:38+00 | 9cd50c94f9ba8cf7 | 6 |
0001628280-26-038065 | S | D | MYFW | First Western Financial Inc | 1,327,607 | Wylie Scott C | CHAIRMAN, CEO AND PRESIDENT | t | t | f | f | 6,417 | 28.31 | 181,665.27 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 20:04:27+00 | fbb1cbaf7bf1c3ef | 7 |
0001079973-26-000731 | P | D | DLPN | Dolphin Entertainment, Inc. | 1,282,224 | O'Dowd William IV | Chief Executive Officer | t | t | f | t | 3,800 | 1.279 | 4,860.2 | 1 | 2026-05-26 | 2026-05-26 | 2026-05-26 20:04:34+00 | 264d242efaf3be76 | 7 |
0001765820-26-000012 | S | D | CVLT | COMMVAULT SYSTEMS INC | 1,169,561 | Mirchandani Sanjay | President & CEO | t | t | f | f | 9,701 | 107.391 | 1,041,800.09 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 20:04:41+00 | 93b1d1d95054b4db | 7 |
0001766478-26-000040 | P | D | AOMN | Angel Oak Mortgage REIT, Inc. | 1,766,478 | MINAMI W D | null | f | t | f | f | 10,000 | 8.15 | 81,500 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 20:04:44+00 | 9687156cd535af5e | 7 |
0001193125-26-239240 | S | D | GLUE | Monte Rosa Therapeutics, Inc. | 1,826,457 | Champoux Jennifer | Chief Operating Officer | t | f | f | t | 2,176 | 19 | 41,344 | 1 | 2026-05-22 | 2026-05-22 | 2026-05-26 20:05:04+00 | 6158f9270400e8e6 | 6 |
0001193125-26-239242 | S | D | FHI | FEDERATED HERMES, INC. | 1,056,288 | Germain Peter J | EVP, CLO & Sec. | t | f | f | f | 409 | 55.31 | 22,621.79 | 1 | 2026-05-26 | 2026-05-26 | 2026-05-26 20:05:07+00 | 64b60addeb894b10 | 6 |
SEC Form 4 Insider Trading — Transactions and Scored Events
Insider trades of US public-company officers, directors, and 10% owners, parsed from SEC EDGAR Form 4 filings in near-real-time by AlphaAI. Two granularities:
insider_transactions.csv— 20,832 rows, one per non-derivative transaction tranche, exactly as filed.insider_events.csv— 8,538 rows, tranches grouped into economic events (one filing's transactions grouped by transaction code and ownership form, so a 10b5-1 ladder sale is one event, not 25 rows), with a value-weighted average price and a deterministic 1-10 relevance score computed from the event's summed value.
Coverage: filings ingested May 12 – July 29, 2026 (collection matured around mid-June 2026; earlier weeks are thinner). Filings are parsed about 6 minutes after they hit EDGAR. Prices pass an anchor-based plausibility check at ingest, and a July 2026 batch of filer price typos was repaired retroactively before this export.
Columns
insider_transactions.csv
| Column | Type | Notes |
|---|---|---|
ticker |
str | Issuer ticker at filing time |
cik |
int | SEC issuer CIK |
issuer_name |
str | As filed |
insider_name, insider_title |
str | As filed |
is_officer, is_director, is_ten_percent_owner |
bool | Reporting-person role flags |
transaction_code |
str | P purchase, S sale, D sale to issuer |
ownership_form |
str | D direct, I indirect |
transaction_date |
date | As filed (a handful of filer typos exist, e.g. year 2006) |
shares |
decimal | |
price_per_share |
decimal | Null when the filing prices no tranche |
total_value |
decimal | shares × price_per_share, as filed (see caveats) |
security_title |
str | e.g. Common Stock |
shares_owned_after |
decimal | Post-transaction holdings |
is_10b5_1 |
bool | Pre-planned Rule 10b5-1 trade |
accession_number |
str | EDGAR accession id |
transaction_index |
int | Tranche order inside the filing |
filed_at |
timestamp | When the filing hit EDGAR (UTC) |
news_uid |
str | AlphaAI article id for the event (see Links) |
insider_events.csv
Grouped by (accession_number, transaction_code, ownership_form). Adds: insiders
(distinct names), any_officer / any_director / any_ten_percent_owner / any_10b5_1,
summed shares and total_value, avg_price_usd (value-weighted over priced tranches),
tranches count, first/last transaction dates, and relevance_score (1-10, deterministic
from the event's summed value — the score AlphaAI serves on its feed).
Known caveats (read before aggregating)
- Values are as filed. A small number of foreign issuers file in the listing currency (e.g. Taiwanese issuers in NT$), which inflates apparent USD values. No FX normalization has been applied.
- Events above $1B are almost never open-market trades — they are M&A/tender dispositions, IPO reorganizations, or filer errors. Filter them before computing buy/sell aggregates.
- 10b5-1 sells are pre-planned liquidity, not a current view on the stock. Split them out of any "insiders are selling" reading.
- Buys by 10%-owner entities (funds, LLCs —
any_ten_percent_ownerwithout officer/director) are usually placements or financing rounds, not conviction buys by a person.
Links
- Live feed and API: alphai.io/developers (free tier, no card)
- Research snapshots built from this data: alphai.io/research
- Resolve
news_uidto a full article:GET https://api.alphai.io/api/news/{news_uid}/ - Raw source: SEC EDGAR
License and citation
CC BY 4.0. Please credit AlphaAI and link to alphai.io, e.g.:
Insider trading data: AlphaAI (alphai.io), parsed from SEC EDGAR Form 4 filings, CC BY 4.0.
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