WHAT IT ANSWERS
这张表适合回答什么
- 比较公司风险披露变化
- 检索特定风险主题
- 构建风险文本特征
DATASET · fundamental
fundamental.risk_factor_massive
从 10-K 和 10-Q 的 Risk Factors 中抽取文本并归入主要风险类别,保留公司和申报日期。
filing_dateWHAT IT ANSWERS
GRAIN & TIME
KEY FIELDS
cikfiling_dateprimary_categoryRECOMMENDED JOINS
该表主要按自身业务键使用,目前没有推荐的跨表主键联接。
HOW TO QUERY SAFELY
先用 catalog 确认当前契约;可按 catalog 中列出的 filters 进一步缩小范围;单页最多 5000 行,该表不提供稳定 cursor,结果过大时必须缩小标的、日期或其他筛选。
MACHINE CONTRACT
filing_date, ticker, primary_category—canonical_final_activecik→ cik · stringprimary_category→ primary_category · stringsecondary_category→ secondary_category · stringsource→ source · stringticker→ ticker · stringPOINT IN TIME
该资产没有 PIT 契约。普通 rows 端点仍按当前公开读模式返回数据;不要把它表述成历史时点快照。
COPY-READY CALLS
同一数据集可用 HTTP、Python SDK、CLI 或 MCP;Key 始终只通过环境变量/Bearer Header 传递。
curl --fail-with-body -H "Authorization: Bearer $FRIENDS_DATA_API_KEY" "https://api.alphahubs.uk/api/v1/data/datasets/fundamental/risk_factor_massive/rows?limit=100&cik=0000320193&start=2026-08-01&end=2026-08-01"from friends_data_api import FriendsDataClient, Settings
async with FriendsDataClient(Settings.from_env()) as client:
page = await client.get_dataset_rows('fundamental', 'risk_factor_massive', limit=100, start='2026-08-01', end='2026-08-01', filters={'cik': '0000320193'})
print(page.data)
if page.has_more:
print("next cursor:", page.next_cursor)friends-data get-dataset-rows fundamental risk_factor_massive --limit 100 --start 2026-08-01 --end 2026-08-01 --filter cik=0000320193{
"arguments": {
"dataset": "risk_factor_massive",
"end": "2026-08-01",
"filters": {
"cik": "0000320193"
},
"limit": 100,
"namespace": "fundamental",
"start": "2026-08-01"
},
"tool": "get_dataset_rows"
}FIELD DICTIONARY
descriptionSource 可在 JSON 中区分仓库注释、标准术语表和名称推导说明。
| # | 字段 | ClickHouse 类型 | JSON | 可空 | 角色 | 说明 |
|---|---|---|---|---|---|---|
| 1 | ticker | String | string | no | filter, default_order, warehouse_primary_key | Ticker symbol reported by the source or mapped security master.标准术语表 |
| 2 | cik | Nullable(String) | string | yes | filter | SEC Central Index Key identifying the filer.标准术语表 |
| 3 | filing_datedate | Date | string / date | no | time, default_order, warehouse_primary_key | Date on which the filing was submitted or published.标准术语表 |
| 4 | primary_category | LowCardinality(String) | string | no | filter, default_order, warehouse_primary_key | Source-normalized field: primary category.名称推导 |
| 5 | secondary_category | LowCardinality(String) | string | no | filter, warehouse_primary_key | Source-normalized field: secondary category.名称推导 |
| 6 | tertiary_category | String | string | no | warehouse_primary_key | Source-normalized field: tertiary category.名称推导 |
| 7 | supporting_text | String | string | no | value | Source-normalized field: supporting text.名称推导 |
| 8 | publish_tsUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | UTC point-in-time availability timestamp used by PIT reads.标准术语表 |
| 9 | source_tsUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | Timestamp asserted by the upstream source.标准术语表 |
| 10 | ingested_atUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | UTC timestamp when the source record entered the warehouse.标准术语表 |
| 11 | source | LowCardinality(String) | string | no | filter, warehouse_primary_key, provenance | Normalized upstream source identifier.标准术语表 |
| 12 | provider | LowCardinality(String) | string | no | provenance | Upstream data provider identifier.标准术语表 |
| 13 | source_url | String | string | no | provenance | URL of the upstream evidence or record when distributable.标准术语表 |
| 14 | source_record_id | String | string | no | warehouse_primary_key, provenance | Provider-side identifier for the source record.标准术语表 |
| 15 | raw_payload_hash | String | string | no | provenance | Opaque fingerprint of the normalized source payload for provenance checks.标准术语表 |
| 16 | parser_version | LowCardinality(String) | string | no | provenance | Version of the parser or normalizer that produced the row.标准术语表 |
| 17 | quality_status | LowCardinality(String) | string | no | provenance | Machine-readable data-quality classification.标准术语表 |
| 18 | license_scope | LowCardinality(String) | string | no | provenance | License or redistribution scope attached to the row.标准术语表 |
| 19 | visibility_tier | LowCardinality(String) | string | no | provenance | Serving visibility tier attached to the row.标准术语表 |
| 20 | ingest_run_id | String | string | no | provenance | Identifier of the ingestion run that produced the row.标准术语表 |
| 21 | version | UInt64 | integer | no | provenance | Monotonic row version used for correction-aware reads.标准术语表 |
| 22 | version_tsUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | UTC timestamp associated with the row version.标准术语表 |
| 23 | is_deleted | UInt8 | integer | no | value | Soft-delete marker; public serving excludes current tombstones.标准术语表 |
| 24 | created_atUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | value | UTC timestamp when the warehouse row was first created.标准术语表 |
| 25 | updated_atUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | value | UTC timestamp when the warehouse row was last updated.标准术语表 |
换一个字段名、类型或角色。
结构来自 Friends 只读身份可见的真实 serving relation;权限、过滤、排序、PIT 与分页来自可执行 DatasetSpec。Schema observed at 2026-10-06T18:08:52Z。