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finance data

Every Insider Trade, One Schema

Insider transactions across 26 markets — SEC Form 4, EU and UK MAR Article 19 notices, and their equivalents across Asia-Pacific and the Americas — delivered as one row per transaction line.

at a glance

Product
Finance Data
Formats
CSV · JSON
Delivery
Download, API, MCP · feeds by webhook or S3/GCS
Refresh
On demand · feeds daily, weekly or monthly
Scope
Public web data

the problem

Skip the hard part

Insiders are required to disclose their own trades almost everywhere, but every market publishes them differently. Each regulator and exchange uses its own format and language, which makes tracking more than one market a full-time job. These datasets do it for you: every market is delivered in the same columns, so a CEO buying stock in Frankfurt and a director selling in Hong Kong land in the same table.

who buys it

Who this is built for

Quant and fundamental investors who use insider buying as a signal, compliance and surveillance teams monitoring disclosures, and researchers who need long histories of insider activity across more than one market.

coverage

What's inside

United States — Form 4

Form 4 insider filings: each non-derivative transaction line with its code, shares, price, and holdings after.

Europe and the UK — MAR Article 19

Managers’ transaction notices across Germany, the UK, the Netherlands, France, Spain, the Nordic markets and more.

Asia-Pacific

Director, executive and substantial-holder disclosures from Korea, mainland China (Shanghai and Shenzhen), Hong Kong, India, Australia, New Zealand and the Philippines. Japan is covered by 5% large-shareholding reports.

The Americas beyond the US

Brazil and Canada insider transactions, under the same schema as US filings.

Every filing linked to the original

Each filing comes with issuer, insider, dates and a direct link to the original document, so every figure can be checked in one click.

Full historical backfill

Each market can be backfilled to the start date you choose, and 19 of the 26 markets can also be pulled issuer by issuer.

what you get back

Fields in the delivered schema

Clean, consistent columns in a stable format you can build on, delivery after delivery.

  • Issuer name, ticker and ISIN where published
  • Insider name, title and role flags (director, officer, 10% owner)
  • Transaction date and filing date, in UTC
  • Official transaction code and a normalised BUY / SELL direction
  • Shares, price, currency and total value
  • Holdings after the transaction where disclosed
  • Official filing id and a link to the original filing

Ready to match

Every record keeps its original identifiers, so it joins cleanly with your CRM, spreadsheets and existing data.

See every column first

Every dataset page lists its columns and a sample row, and the free 100-row sample shows you exactly what you are buying.

Secure access

A private dashboard and secure API keys keep your data in the hands of your team, your apps and your AI agents.

Official
Insider disclosures
Per line
One row per transaction
26 markets
One schema
100 rows
Free sample per dataset

Data feeds from $999/month per source. See pricing or get a quote.

applications

What teams build with finance data

Insider-buying signals

Open-market purchases by executives, especially when several insiders buy within weeks of each other, are one of the oldest documented signals in equity research.

Cross-market screening

One schema across markets means a single query finds every CEO purchase above a threshold, whether it was filed in New York, London or Hong Kong.

Compliance and surveillance

Track disclosures for a watchlist of issuers or individuals, and spot late filings by comparing trade and filing dates.

Event studies and research

Consistent insider histories backfilled to the start date you choose, for academic and quantitative work, with the original filing linked on every row for audit.

insider trading data guide

Insider filings, market by market

Almost every listed market makes company insiders report their own dealings in their company’s shares, and every market does it its own way. The United States has SEC Form 4, the European Union and the United Kingdom have managers’ transaction notices under Article 19 of the Market Abuse Regulation, and Canada, India, Hong Kong, Korea, Australia and the rest each have their own rules and deadlines. PandorLabs turns all of them into one clean insider trading dataset you can use straight away.

Every filing is delivered in the same columns. One row is one transaction: issuer, insider and role, trade and filing dates, the original transaction code, a ready-to-use BUY, SELL or OTHER direction, shares, price, currency, value and holdings after the trade, with the official filing reference on every row.

Each market is its own dataset, so you pay only for the markets you follow. Download a free 100-row sample with no credit card, buy the full CSV or JSON export, or query it through the API and the MCP server.

United States: SEC Form 4 insider trading data

Under Section 16 of the Securities Exchange Act, officers, directors and beneficial owners of more than 10% of a registered class of equity securities report changes in their holdings on Form 4 within two business days of the transaction. Form 3 is the initial statement when someone becomes an insider, and Form 5 is an annual catch-up.

The US insider trading dataset turns every Form 4 into clean rows: the issuer’s ticker and CIK, the reporting owner’s name and CIK, their officer title and director, officer and 10% owner flags, the transaction date and code, acquired or disposed, shares, price per share, the value of the trade and the shares owned after it. Full histories are available company by company.

European Union: MAR Article 19 managers’ transactions

Article 19 of the EU Market Abuse Regulation requires persons discharging managerial responsibilities (PDMRs) and their closely associated persons to notify every transaction in the issuer’s shares, debt instruments or linked derivatives within three business days, once their yearly transactions pass a de minimis threshold. PDMRs may not trade during a closed period of 30 calendar days before an interim or year-end report. Every notice carries the same core facts: name, position, issuer, LEI, instrument and ISIN, nature of the transaction, price and volume, date and venue.

PandorLabs covers directors’ dealings across Europe market by market: Germany, France, Spain, the Netherlands, Belgium, Italy, Austria, Poland and Bulgaria, each as its own dataset with the same columns.

The Nordic markets are covered too: Denmark, Finland and Norway, where MAR applies through the EEA and primary insiders must report their trades. Every European market arrives in one schema, ready to compare side by side.

United Kingdom and Switzerland

The UK kept the Market Abuse Regulation after Brexit, so UK directors’ dealings are PDMR notifications under UK MAR Article 19. The UK dataset gives one row per person and instrument, with the issuer’s LEI and ISIN, the PDMR’s name and position, nature of the transaction, volume-weighted price, volume, currency, date and venue, with history available company by company.

Switzerland has its own regime: listed issuers report management transactions by board and executive members, identified by whether they sit on the board or the executive committee. The Swiss dataset carries the issuer, ISIN, that function, trade date, purchase or sale, type of security, size, price and value in Swiss francs.

Canada and Brazil

Under National Instrument 55-104, a Canadian reporting insider must report a change in holdings within five calendar days. The Canada dataset holds each insider transaction with the issuer, insider and relationship to the issuer, security, trade and filing dates, nature of transaction, number acquired or disposed, unit price, currency and closing balance.

In Brazil, directors, officers, board and fiscal council members and controlling shareholders of listed companies report their trades under article 11 of CVM Resolution 44, formerly ICVM 358. The Brazil dataset gives each movement as a row with the issuer, CNPJ, B3 ticker, insider group, movement type, trade and filing dates, quantity, unit price and volume.

Asia: Japan, Korea, India, China and Hong Kong

Hong Kong’s disclosure of interests regime under Part XV of the Securities and Futures Ordinance requires directors and substantial shareholders, those holding 5% or more of a listed company’s voting shares, to disclose within three business days. The dataset covers those disclosures with stock code, holder, event date, reason code, shares involved, average price and the balance after the event.

India’s insider trading rules are the SEBI (Prohibition of Insider Trading) Regulations, 2015. Under Regulation 7(2), promoters, directors, key managerial personnel and designated persons disclose trades worth more than ₹10 lakh in a calendar quarter. The dataset covers those disclosures with company, symbol, ISIN, person and category, transaction type and mode, trade dates, shares, value, price and holdings after.

In Korea, executives and major shareholders report changes in their ownership. The dataset carries the issuer and KRX code, reporter, executive position and board registration, reason for the change, change date, security, shares changed, unit price and holdings after. Mainland China is covered on both the Shanghai and Shenzhen exchanges: shareholding changes by directors, supervisors and senior management, with change date, reason, share change, average price and holdings after.

Japan is covered through the large shareholding reports required by the 5% rule: anyone who comes to hold more than 5% of a listed company’s shares reports within five business days, and again whenever the holding moves by one percentage point or more. Each row is one holder in one report, with the target issuer and securities code, the holding ratio now and in the previous report, total shares held, and the filing and obligation dates — a clear view of who is building or cutting a stake.

Australia, New Zealand and the Philippines

ASX Listing Rule 3.19A requires a listed entity to announce changes in a director’s interests within five business days, using Appendix 3X when a director is appointed, Appendix 3Y for each change and Appendix 3Z when they leave. New Zealand’s Financial Markets Conduct Act requires directors and senior managers to disclose their dealings, and substantial product holders of 5% or more to disclose their positions. Both datasets track every notice with the issuer, ticker, the person named and the release time.

The Philippines dataset covers changes in the shareholdings of directors and principal officers, with the issuer, ticker, insider and position, trade date, acquired or disposed, shares, price and holdings after, one row per transaction.

What an insider filing record contains

Every market shares one schema: exchange and country; issuer name, ticker, ISIN and issuer id; insider name, title or position and the director, officer and 10% owner flags; transaction date and filing date; the original transaction code and its description; acquired or disposed and the BUY, SELL or OTHER direction; shares, price, currency and value; shares owned after the trade; the security and trading venue; and the official filing reference.

The original record is kept alongside the standard columns, so no detail is lost. Rows are deduplicated, so amendments and refreshes never create double counts, and one schema across 26 markets means one model, one screen and one backtest instead of one per country.

How teams use insider trading data

Investors screen for open-market purchases by chief executives and finance directors, for cluster buying where several insiders of one company buy within a few weeks, and for purchases that go against a falling share price. Systematic funds use long histories of insider transactions as a factor and test it across markets, which a shared schema makes possible from day one.

Compliance and surveillance teams monitor a watchlist of issuers or individuals, check that trades were filed within the market’s deadline by comparing trade and filing dates, and spot dealings during closed periods. Journalists and researchers use the data for event studies around earnings, takeovers and index changes, with an official filing reference behind every number they quote.

Fresh insider data, with full history

Each dataset page shows when it was last updated and how many rows it holds. Markets come with deep history and are kept current with regular updates, and most markets are also available company by company across their full published history. Need it fresher or on a schedule? Set up a managed daily, weekly or monthly feed, or request a refresh and follow it live in your dashboard.

Glossary

PDMR
Person discharging managerial responsibilities: a board member or senior executive with regular access to inside information, who must report their own dealings under MAR Article 19.
Person closely associated (PCA)
A PDMR’s spouse or partner, dependent children, other relatives sharing their household, or an entity they manage or control. Their trades are notified like the PDMR’s own.
MAR Article 19
The article of the EU Market Abuse Regulation, retained in UK law, that governs managers’ transactions: who notifies, when, in which template, and the closed period before results.
Form 4
The SEC statement of changes in beneficial ownership that US officers, directors and 10% owners file within two business days of a transaction.
Form 4 transaction codes
P is an open-market or private purchase, S an open-market or private sale, A a grant or award from the company, M the exercise or conversion of a derivative, F shares withheld to pay an exercise price or tax, and G a gift.
10% owner
A beneficial owner of more than 10% of a class of a US company’s registered equity securities, treated as an insider under Section 16.
Closed period
The 30 calendar days before an issuer announces an interim or year-end report, during which a PDMR may not trade under MAR, subject to limited exemptions.
Substantial shareholder
A holder of 5% or more of a listed company’s voting shares in markets such as Hong Kong and New Zealand, with its own disclosure duty separate from directors’.
Cluster buying
Several insiders of the same company buying its shares within a short window, often read as a stronger signal than a single purchase.

Ready-made datasets

Finance Data datasets

26 datasets ready to download, each with a free 100-row CSV sample.

questions

Frequently Asked Questions

Quick answers on samples, pricing, delivery and custom data.

Which markets do you cover?
The United States, United Kingdom, Germany, Austria, Switzerland, the Netherlands, Belgium, France, Spain, Italy, Denmark, Finland, Norway, Poland, Bulgaria, Brazil, Canada, Japan, South Korea, India, mainland China (Shanghai and Shenzhen), Hong Kong, Australia, New Zealand and the Philippines, each as its own dataset so you buy only what you need.
What does each row contain?
One insider transaction: issuer, ticker and ISIN, insider name and role, trade and filing dates, transaction code, BUY, SELL or OTHER direction, shares, price, currency, value and holdings after the trade, in the same columns for every market.
Can I filter to open-market buys and sells only?
Yes. Every row has a ready-made BUY, SELL or OTHER direction plus the original transaction code, so you can keep only open-market purchases (P) and sales (S) on a Form 4, or include grants, option exercises and everything else.
How much history do I get, and how fresh is it?
Markets come with deep history, and each dataset page shows its last update. For ongoing monitoring, a managed daily, weekly or monthly feed delivers new filings as they are published.
How do I get the data?
Download a free 100-row sample from any market’s dataset page with no credit card. Buy the full export from $499 by card or crypto with no account needed, query it through the API, or connect an AI agent through the MCP server.

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