Datasets:

michael0402
/

lakequest

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bank:tables/bank_account.csv:row:13	bank	table_row	tables/bank_account.csv	{"account_id": "acct-83184eef1b82", "account_number": "PZNB40200809393431", "account_type": "credit", "branch_id": "BR-KEL-020", "client_id": "7", "currency_code": "CAD", "open_date": "2020-10-08", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 13, "sha256": "d61ba976b6c8c0d2fb93e37a7454a8c0cb9c5eb2b558f620c90d92a17d485a96"}
bank:tables/bank_account.csv:row:14	bank	table_row	tables/bank_account.csv	{"account_id": "acct-edb355e3b21b", "account_number": "RUHR07223395867201", "account_type": "checking", "branch_id": "BR-QUE-007", "client_id": "7", "currency_code": "CAD", "open_date": "2022-08-12", "status": "dormant"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 14, "sha256": "4eb807e2e9ba5ca16bba894ea1eaf1ec540ab3b031e9c095190c8606de497d5a"}
bank:tables/bank_account.csv:row:15	bank	table_row	tables/bank_account.csv	{"account_id": "acct-0ac0213e3f1e", "account_number": "DXTW28778420869954", "account_type": "checking", "branch_id": "BR-SAS-012", "client_id": "7", "currency_code": "EUR", "open_date": "2022-03-20", "status": "dormant"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 15, "sha256": "11abb52ad113ea132e7facec1f0eda19b111cf45722318006bf42ee16695707f"}
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bank:tables/bank_account.csv:row:72	bank	table_row	tables/bank_account.csv	{"account_id": "acct-ff733ed7b79e", "account_number": "RURB60919149104303", "account_type": "checking", "branch_id": "BR-WIN-018", "client_id": "36", "currency_code": "USD", "open_date": "2023-05-07", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 72, "sha256": "b1afd614a023ab30ae27f03b2addb2a520ae94e6cc6b34fc5f0ea73969b42b68"}
bank:tables/bank_account.csv:row:73	bank	table_row	tables/bank_account.csv	{"account_id": "acct-e009af9492a8", "account_number": "GAEN87579384865811", "account_type": "savings", "branch_id": "BR-QUE-007", "client_id": "36", "currency_code": "GBP", "open_date": "2023-09-06", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 73, "sha256": "2447a0b4b7ec782d1a89e14af94e1879300205d9f42ac4f170b86f4f8aaef424"}
bank:tables/bank_account.csv:row:74	bank	table_row	tables/bank_account.csv	{"account_id": "acct-f7090e095d42", "account_number": "LWAI46079356699110", "account_type": "savings", "branch_id": "BR-WIN-018", "client_id": "37", "currency_code": "CAD", "open_date": "2019-02-01", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 74, "sha256": "dfceeb8f8562c7286191221dbc3e2e2b75584df14ac9af67bd9fabbc32380b44"}
bank:tables/bank_account.csv:row:75	bank	table_row	tables/bank_account.csv	{"account_id": "acct-2c935b812e05", "account_number": "BIPW31344674348426", "account_type": "checking", "branch_id": "BR-EDM-006", "client_id": "37", "currency_code": "CAD", "open_date": "2022-06-17", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 75, "sha256": "fb5e05c477f328aa8898dd009dc4002bf5429cd350abaaeadbd18525e494a985"}
bank:tables/bank_account.csv:row:76	bank	table_row	tables/bank_account.csv	{"account_id": "acct-bf6dc65c974d", "account_number": "VFYB24003805166051", "account_type": "savings", "branch_id": "BR-LON-014", "client_id": "37", "currency_code": "USD", "open_date": "2020-02-08", "status": "dormant"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 76, "sha256": "07e480162c544c7500051e674d6aa646ba26f1557162ab9912a5b90d2d60b74a"}
bank:tables/bank_account.csv:row:77	bank	table_row	tables/bank_account.csv	{"account_id": "acct-2cef9b884b3e", "account_number": "DYIR70153597031336", "account_type": "checking", "branch_id": "BR-TOR-001", "client_id": "38", "currency_code": "GBP", "open_date": "2019-07-13", "status": "dormant"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 77, "sha256": "264e0e8c5ddc446982c10515233a9de95408e31bd6cac45bf70843e6b1430342"}
bank:tables/bank_account.csv:row:78	bank	table_row	tables/bank_account.csv	{"account_id": "acct-ce12bc118412", "account_number": "VWGJ04982723143335", "account_type": "checking", "branch_id": "BR-ST.-019", "client_id": "38", "currency_code": "CAD", "open_date": "2020-12-06", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 78, "sha256": "1720fa8b48f0aac031f4168e969160becbe62a6b474848771e54bc03af38e80b"}
bank:tables/bank_account.csv:row:79	bank	table_row	tables/bank_account.csv	{"account_id": "acct-49db7c331a49", "account_number": "MIUR86564864215989", "account_type": "savings", "branch_id": "BR-HAL-009", "client_id": "38", "currency_code": "CAD", "open_date": "2022-01-31", "status": "dormant"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 79, "sha256": "a8bab48b6c1950fb946ee09aa37d9b5273a79f90a94eb532aec6d5f2c2fac405"}
bank:tables/bank_account.csv:row:80	bank	table_row	tables/bank_account.csv	{"account_id": "acct-87d0a0172352", "account_number": "FMXN33047104366655", "account_type": "checking", "branch_id": "BR-LON-014", "client_id": "39", "currency_code": "EUR", "open_date": "2023-06-13", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 80, "sha256": "18b20f3112bbdad0b8440e25dc3e5cf3859f4a7df8c18b0c8e3a5f8958ecaa3e"}
bank:tables/bank_account.csv:row:81	bank	table_row	tables/bank_account.csv	{"account_id": "acct-59b9f11e7ee5", "account_number": "OVWW61459002631331", "account_type": "credit", "branch_id": "BR-VIC-010", "client_id": "39", "currency_code": "CAD", "open_date": "2021-02-13", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 81, "sha256": "7a7a9c40086a2c280ffd3eaa83b0decc627453af9d225f8c4ce92ca2c50ab2aa"}
bank:tables/bank_account.csv:row:82	bank	table_row	tables/bank_account.csv	{"account_id": "acct-b56593f7682a", "account_number": "JCUK16567815945308", "account_type": "checking", "branch_id": "BR-EDM-006", "client_id": "40", "currency_code": "CAD", "open_date": "2023-08-07", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 82, "sha256": "1c668e37c8f75c75df0e0a2703f5a2009615e08ecee2dbe04da62779fc4db991"}
bank:tables/bank_account.csv:row:83	bank	table_row	tables/bank_account.csv	{"account_id": "acct-4cc4fc25dfad", "account_number": "HFIJ65409105307287", "account_type": "checking", "branch_id": "BR-EDM-006", "client_id": "40", "currency_code": "USD", "open_date": "2021-02-20", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 83, "sha256": "304bbe4d989c772864b5ee0b002882ead83b74091ad1a6488655a2871604a98a"}
bank:tables/bank_account.csv:row:84	bank	table_row	tables/bank_account.csv	{"account_id": "acct-0c5c52c9f57c", "account_number": "LNTJ94783961587836", "account_type": "checking", "branch_id": "BR-CAL-004", "client_id": "41", "currency_code": "CAD", "open_date": "2023-10-20", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 84, "sha256": "bd06a6b1b55125093a2f2c73908b1aaf6ca085827798d2023c869bb6781814ad"}
bank:tables/bank_account.csv:row:85	bank	table_row	tables/bank_account.csv	{"account_id": "acct-b461dce74a0c", "account_number": "TZPB82860629724194", "account_type": "checking", "branch_id": "BR-LON-014", "client_id": "41", "currency_code": "CAD", "open_date": "2023-02-19", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 85, "sha256": "f79b6b8fd595c5c7b1127db360e89a6fbd61b7f9861ab2a34c2d374277d010af"}
bank:tables/bank_account.csv:row:86	bank	table_row	tables/bank_account.csv	{"account_id": "acct-4cef81c3c526", "account_number": "ZRMZ11921225013971", "account_type": "loan", "branch_id": "BR-BRA-017", "client_id": "42", "currency_code": "EUR", "open_date": "2021-08-12", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 86, "sha256": "71ccc7123baf89442207d8077877226d32a0021f418bb19db5256c14f7800be6"}
bank:tables/bank_account.csv:row:87	bank	table_row	tables/bank_account.csv	{"account_id": "acct-6b9df18b4bf9", "account_number": "MRSG11533339472167", "account_type": "loan", "branch_id": "BR-BRA-017", "client_id": "43", "currency_code": "CAD", "open_date": "2023-02-02", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 87, "sha256": "657691e361bd6b583b8bb7db23d1ca8d1493bac2122cab82440818154e63cccf"}
bank:tables/bank_account.csv:row:88	bank	table_row	tables/bank_account.csv	{"account_id": "acct-8ee0341eab60", "account_number": "UXRV51630287357262", "account_type": "checking", "branch_id": "BR-CAL-004", "client_id": "44", "currency_code": "USD", "open_date": "2021-05-23", "status": "dormant"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 88, "sha256": "3f1d5f0bdcfe951fea3cc406d77f583d7f33d2c5dd414f7f8c83985ef1db52b4"}
bank:tables/bank_account.csv:row:89	bank	table_row	tables/bank_account.csv	{"account_id": "acct-7052c960b571", "account_number": "SHXI78838704822549", "account_type": "checking", "branch_id": "BR-TOR-001", "client_id": "44", "currency_code": "USD", "open_date": "2019-10-21", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 89, "sha256": "9bd042dd74dc3e1c06bb60b4e499580dc6252a9c2d288de4d9cc059786170ba6"}
bank:tables/bank_account.csv:row:90	bank	table_row	tables/bank_account.csv	{"account_id": "acct-d386afb30b6f", "account_number": "EDVQ90149643980961", "account_type": "checking", "branch_id": "BR-KIT-015", "client_id": "44", "currency_code": "GBP", "open_date": "2021-01-28", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 90, "sha256": "511dc384aeaefaed61457d0b08b03281019a15eb69a54c56d7ef1db439b09b68"}
bank:tables/bank_account.csv:row:91	bank	table_row	tables/bank_account.csv	{"account_id": "acct-abeaead9fbe7", "account_number": "ZFEU04380283283666", "account_type": "checking", "branch_id": "BR-SAS-012", "client_id": "45", "currency_code": "CAD", "open_date": "2019-12-23", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 91, "sha256": "b4e48ce000024cc3aa84244e9c9cb320b11e3e979092a50774dddd8d98d35adc"}
bank:tables/bank_account.csv:row:92	bank	table_row	tables/bank_account.csv	{"account_id": "acct-f79825f1a98f", "account_number": "PKLZ15129107281861", "account_type": "savings", "branch_id": "BR-LON-014", "client_id": "45", "currency_code": "CAD", "open_date": "2021-01-16", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 92, "sha256": "d29466b59e2fb5100be10f59de406b422473e41e6fc2b45d52d51867e7de6a1b"}
bank:tables/bank_account.csv:row:93	bank	table_row	tables/bank_account.csv	{"account_id": "acct-ef38247c0787", "account_number": "IXBA40344905096431", "account_type": "credit", "branch_id": "BR-VAN-002", "client_id": "45", "currency_code": "USD", "open_date": "2023-02-19", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 93, "sha256": "3e36eae52a6d666e1df18ec382ee2668d087c2d542707bcc172453e56ef84054"}
bank:tables/bank_account.csv:row:94	bank	table_row	tables/bank_account.csv	{"account_id": "acct-a8da5f15ad49", "account_number": "ICAZ50090242666371", "account_type": "checking", "branch_id": "BR-QUE-007", "client_id": "46", "currency_code": "CAD", "open_date": "2023-12-15", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 94, "sha256": "3cedc07e735b7d342030844cb0357c5f668104167a58f1c071f4377539fdc0aa"}
bank:tables/bank_account.csv:row:95	bank	table_row	tables/bank_account.csv	{"account_id": "acct-bc3a713da892", "account_number": "MRGJ06268587952844", "account_type": "checking", "branch_id": "BR-BRA-017", "client_id": "46", "currency_code": "USD", "open_date": "2021-07-16", "status": "closed"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 95, "sha256": "ccbcb0ca97e347703cb98509007326b247a2c9bbb261cc18c14eb47d66d9ee55"}
bank:tables/bank_account.csv:row:96	bank	table_row	tables/bank_account.csv	{"account_id": "acct-b1f1c819f76d", "account_number": "AVLJ02571674657300", "account_type": "checking", "branch_id": "BR-OTT-005", "client_id": "46", "currency_code": "CAD", "open_date": "2020-12-18", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 96, "sha256": "b0adbb9bdd8af39e7e22aea86456be1d68823db7d6b5e6b499bab78bdebda0c8"}
bank:tables/bank_account.csv:row:97	bank	table_row	tables/bank_account.csv	{"account_id": "acct-920421be14c8", "account_number": "AHOS92905984183194", "account_type": "checking", "branch_id": "BR-EDM-006", "client_id": "47", "currency_code": "CAD", "open_date": "2022-02-21", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 97, "sha256": "eb9db997a66e874a41fff45283405f7264858dea9b07f3b6bccba612b049165b"}
bank:tables/bank_account.csv:row:98	bank	table_row	tables/bank_account.csv	{"account_id": "acct-06af3ac27b50", "account_number": "PYNZ73754383592516", "account_type": "checking", "branch_id": "BR-EDM-006", "client_id": "48", "currency_code": "CAD", "open_date": "2023-07-17", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 98, "sha256": "53213b8b4764c822a41c0883d2e5fa1ff1322d6e0e36ca5934ad453c0fb03e44"}
bank:tables/bank_account.csv:row:99	bank	table_row	tables/bank_account.csv	{"account_id": "acct-5233830dd166", "account_number": "GAWG17697271784170", "account_type": "checking", "branch_id": "BR-WIN-018", "client_id": "48", "currency_code": "CAD", "open_date": "2022-10-24", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 99, "sha256": "f330d8fdb64d37d8af3c1554384a10234177e76ccfae83ccfd9948c36ec44b3c"}
bank:tables/bank_account.csv:row:100	bank	table_row	tables/bank_account.csv	{"account_id": "acct-c21380b7dc1a", "account_number": "UKKJ38271051773764", "account_type": "savings", "branch_id": "BR-LON-014", "client_id": "49", "currency_code": "CAD", "open_date": "2021-07-14", "status": "active"}	{"column_names": ["account_id", "client_id", "branch_id", "account_number", "account_type", "open_date", "status", "currency_code"], "row_index": 100, "sha256": "9dfbf1ac7c1e26bff9a74ab91ac62599244ce49693b3ffbad6be0ae41d8d70ff"}

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LakeQuest

Unified Hugging Face dataset repository for LakeQuest source assets and benchmark release artifacts.

Configurations

Source/intermediate subsets:

bank_corpus: normalized bank corpus records
drug_corpus: normalized drug corpus records
aiml_questions: AI/ML question rows (normalized)
bank_questions: bank question rows
drug_questions: drug question rows
raw_assets_index: index of raw corpus bundles stored in this repo

Final benchmark subsets:

aiml: benchmark v1 QA records (validation/test)
bank: benchmark v1 QA records (validation/test)
drug: benchmark v1 QA records (validation/test)

Raw Asset Layout

Raw source assets used by the release pipeline are stored as compressed bundles under:

raw/bundles/raw_corpus_bank.tar.gz
raw/bundles/raw_corpus_drug.tar.gz
raw/bundles/manifest.json

build_release.py downloads these raw corpus bundle files and extracts them into a local cache. Question inputs are loaded from data/questions/*/train.jsonl.

Benchmark Release Layout

Final benchmark release files are stored under:

Parquet files remain available under benchmark/v1/.

benchmark/v1/aiml/
benchmark/v1/bank/
benchmark/v1/drug/

Each domain includes:

qa_records/{validation,test}.parquet
provenance_records/{validation,test}.parquet
corpus_objects.parquet
split_entities.parquet
manifest.json

Load Examples

from datasets import load_dataset

bank_corpus = load_dataset("michael0402/lakequest", "bank_corpus", split="train")
bank_questions = load_dataset("michael0402/lakequest", "bank_questions", split="train")
bank_benchmark_test = load_dataset("michael0402/lakequest", "bank", split="test")

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