How far back do the financial datasets go?

The ready-made datasets cover filings and releases since January 2025 and update monthly. If you need earlier years, ask our data team when you scope the slice.

Do the datasets include stock prices or fundamentals?

Not as delivered datasets. Prices, standardized fundamentals and earnings call transcripts are available through the Firecrawl Alexandria API from providers such as Fiscal.ai, under each provider's terms. Reported XBRL facts from SEC filings can be built as a custom dataset.

Can I use the financial datasets to train models?

Delivered financial datasets come from SEC filings and US government releases, and every row records its license and rights basis so your team can review it. Data from licensed providers in Firecrawl Alexandria isn't included in delivered datasets or offered for training.

How is the SEC data collected?

Filings are collected from SEC EDGAR under the SEC's fair-access guidelines, with a declared user agent and a capped request rate. The original HTML ships with each filing, with inline XBRL kept.

Can I see a sample before ordering?

Yes. Our data team scopes the sources, fields and volume with you, then sends about 1,000 rows in your schema. The full delivery runs after you approve the sample.

What formats and delivery options are there?

Parquet, JSONL or CSV, as download links or straight into your Amazon S3, Google Cloud Storage or Cloudflare R2 bucket. A dataset can ship once or refresh weekly or monthly.

Can I collect the data myself instead?

Yes. The same Firecrawl Alexandria providers are available through the Firecrawl API with an API key on a team with Alexandria enabled. Each tool lists its credit price before you call it, and the free plan includes 1,000 credits a month.

Financial datasets

Name: Financial datasets
Creator: Firecrawl

Filings and releases,
ready for AI training.

Get bulk datasets of company filings, contracts and US economic releases, with filings from 8,000+ public companies. Every row keeps its source URL, filing metadata and license.

Request a sample See a sample

Sample financial_datasets.parquet

4 datasets · 1 schema

Rows from the financial datasets in one delivery schema, with form type, license and source
doc_type	form_type	license	source_name
Annual report	10-K	Unstated	SEC EDGAR
Current report	8-K	Unstated	SEC EDGAR
Credit agreement	EX-10	Unstated	SEC EDGAR
Earnings release	EX-99.1	Unstated	SEC EDGAR
Employment report	News release	Public domain	BLS

license and rights_basis on every rowPARQUET · JSONL · CSV

Trusted by 150,000+
companies of all sizes

Read story

Read story

Read story

Read story

[ 01 / 08 ]

Datasets

Datasets we build

Four ready-made datasets cover filings since January 2025. Slice them by form, industry or filer status, or ask for a custom build.

Periodic and current reports

[ READY-MADE ]

Every 10-K, 10-Q and 8-K filed since January 2025, as the original HTML and Markdown, with CIK, ticker, accession number and 8-K item codes.

htmlxml

SEC EDGAR

Since 2025 · monthly updates

Exhibits and long-tail forms

[ READY-MADE ]

Credit agreements, indentures, prospectuses, proxy statements, ownership filings, Form D and comment letters. Amendments link back to the agreement they change.

htmlpdfxml

SEC EDGAR

Since 2025 · monthly updates

Restructuring and distress disclosures

[ READY-MADE ]

Bankruptcy and acceleration 8-Ks, DIP credit agreements, restructuring support and forbearance agreements, and going-concern notes.

htmlpdf

SEC EDGAR

Since 2025 · monthly updates

Company and market research

[ READY-MADE ]

Earnings releases and investor presentations filed as exhibits, plus Federal Reserve, BLS, BEA, Census and Treasury releases.

htmlpdf

SEC EDGAR · Federal Reserve · BLS · BEA · Census · Treasury

Since 2025 · monthly updates

Financial statement facts

[ CUSTOM ]

Reported XBRL values such as revenue, net income and total assets, per company and period, with the accession number of the filing each value came from.

jsonparquetcsv

SEC EDGAR

Scoped per request · monthly or quarterly

Ownership and insider filings

[ CUSTOM ]

Institutional 13F holdings, insider transactions and 13D and 13G ownership filings, structured by filer, security and date.

jsonparquetcsv

SEC EDGAR

Scoped per request · weekly or monthly

Need something else?

Describe the sources and fields, and our data team builds a custom dataset from Alexandria's data providers, web pages and PDFs.

Request a custom dataset

[ 02 / 08 ]

Sources

Where the data comes from

Every dataset is built from Firecrawl Alexandria and the full Firecrawl search and scrape suite.

[ FIRECRAWL ALEXANDRIA ]

400+

data sources behind one API

Every dataset starts in Firecrawl Alexandria. Our data team picks the right sources for your build.

Explore providers

[ BEYOND ALEXANDRIA ]

...and the full Firecrawl search and scrape suite

Our data team can also build datasets from any public page, PDF or site outside Alexandria with the same API teams use to search, scrape and interact with the web at scale.

/searchFind pages, PDFs and papers by query /scrapeAny page as Markdown or JSON in your schema /parsePDFs, Word files and spreadsheets to JSON /crawlEvery reachable page on a site /mapList every URL on a site /interactClicks, forms and dynamic pages in a real browser /agentA prompt and a schema when sources are unknown /monitorRe-collect only pages that changed

Need a specific source? Tell us what you need and we'll build it as a custom dataset.

Request a custom dataset

[ 03 / 08 ]

Sample

Financial dataset sample

Selected common fields plus filing metadata. Every field is customizable to your requirements: add, rename or drop columns when we scope the build.

Request sample access

Fields in the financial dataset, with an example value for each
name	description	type	example
doc_id	Stable ID for the document	string	0000320193-25-000079-aapl-20250927
url	The document's URL on sec.gov or the agency site	string	https://www.sec.gov/Archives/edgar/data/320193/000032019325000079/aapl-20250927.htm
source_name	SEC EDGAR, Federal Reserve, BLS, BEA, Census or Treasury	string	SEC EDGAR
doc_type	Annual report, credit agreement, earnings release and so on	string	Annual report
form_type	SEC form or exhibit type, such as 10-K, 8-K or EX-10	string	10-K
cik	The filer's SEC Central Index Key	string	0000320193
ticker	Trading symbol, when the filer has one	string	AAPL
accession_number	SEC accession number of the filing	string	0000320193-25-000079
items	8-K item codes, such as 1.03 or 2.02	string[]	["2.02", "9.01"]
doc_set_id	Groups an agreement with its amendments	string	0000320193-ex10-credit-2025
published_at	Filing or release date	date	2025-10-31
crawled_at	When the document was collected	timestamp	2026-11-01T04:12:00Z
markdown	Clean text of the document as Markdown	string	# Annual report on Form 10-K ...
raw_html	Original HTML, with inline XBRL kept	string	<html>... <ix:nonFraction ...> ...</html>
pdf_uri	Original PDF, when the document is one	string	null for HTML filings
token_count	Token count of the Markdown text	integer	98412
license	License for the row	string	Unstated
rights_basis	Basis for using the row	string	Public filing

Example values are illustrative.

[ 04 / 08 ]

Use cases

What teams build with it

Who orders financial data and what they do with it.

[ 01 ]
Pretraining and fine-tuning corpora
AI labs add long-form filings and contracts to training mixes, with Markdown next to the original HTML and a token count on every row.
[ 02 ]
Evals for financial reasoning
Teams build extraction and question-answering evals from 10-K sections, 8-K items and credit agreement terms, with a source URL behind every answer.
[ 03 ]
Credit and restructuring research
Analysts follow DIP financings, forbearance agreements and going-concern notes across filers, and use amendment links to see how terms changed.
[ 04 ]
Research agents and retrieval
Filings and economic releases load into a search index or vector store, so research agents cite the exact filing they used.

[ 05 / 08 ]

Delivery

Delivered your way

Choose the slice, the file format and where it lands. Every row keeps its source URL and crawl date.

[ FILE FORMAT ]

Parquet, JSONL or CSV

parquetjsonlcsv

[ CONTENT ]

Markdown, the original files, or both

markdownhtmlpdfdocx

[ DELIVERY ]

A download link or your own bucket

downloads3gcsr2

[ UPDATES ]

Once, monthly or weekly

oncemonthlyweekly

[ LICENSING ]

Open licenses only, or unstated licenses flagged

open-onlyflagged

[ PERSONAL DATA ]

As published, or names, emails and phones redacted

as-publishedredact

Every row carries

doc_idurlsource_nametitledoc_typedoc_formatjurisdictionpublished_atcrawled_atmarkdownraw_htmlpdf_uritoken_countrights_basislicense

[ 06 / 08 ]

How it works

From request to delivery

Our data team confirms the size of every slice before anything is delivered.

[ 01 ]
Pick a dataset or describe one
Choose from the catalogue, or tell us the sources, fields and volume you need for a custom build.
[ 02 ]
Choose the slice and delivery
Narrow it by form, industry, filer status or filing date, then pick the format, licensing filter and destination.
[ 03 ]
Review a sample
Ask for about 1,000 rows first, so you can check the fields and coverage before the full delivery.
[ 04 ]
Get the full set and refreshes
The dataset lands in your bucket or as download links, then refreshes weekly or monthly if you choose.

[ 07 / 08 ]

FAQ

Frequently asked questions

Coverage, fields, licensing and delivery for financial data.

Financial data

Bulk datasets of SEC filings and US economic releases: periodic and current reports, exhibits and long-tail forms, restructuring disclosures, and earnings releases with Federal Reserve, BLS, BEA, Census and Treasury releases. The common fields are the source URL, filing metadata, license and rights basis on every row. Each delivery is cut to your request, so we can tweak the fields to your preferences.

Ordering and delivery

[ 08 / 08 ]

More datasets

Other dataset categories

Every category ships in the same delivery format, so datasets combine in one pipeline.

Restaurant menu datasetsCustom restaurant menu datasets from Firecrawl Alexandria: items, prices, sizes and modifiers from chain, delivery and restaurant pages, as Parquet or CSV.Job postings datasetsCustom job postings datasets from Firecrawl Alexandria: titles, locations, pay ranges and dates from Greenhouse, Lever, Ashby and Workday, as Parquet or CSV.All datasetsThe full catalogue in legal, finance, healthcare and code, plus custom builds.

Get started

Get a sample of financial data.

Our data team scopes the slice with you and sends about 1,000 rows before the full delivery.

Request a sample All datasets

Are you an AI agent? See setup options

Financial datasets

Filings and releases,ready for AI training.

Datasets we build

Periodic and current reports

Exhibits and long-tail forms

Restructuring and distress disclosures

Company and market research

Financial statement facts

Ownership and insider filings

Where the data comes from

data sources behind one API

...and the full Firecrawl search and scrape suite

Financial dataset sample

What teams build with it

Pretraining and fine-tuning corpora

Evals for financial reasoning

Credit and restructuring research

Research agents and retrieval

Delivered your way

From request to delivery

Pick a dataset or describe one

Choose the slice and delivery

Review a sample

Get the full set and refreshes

Frequently asked questions

Other dataset categories

Filings and releases,
ready for AI training.