VerityData

Data Feeds for Investment Models

Build stronger quantitative & analytical models with a differentiated selection of data feeds available from Verity.

Data feeds with human edge. Build stronger models with high-integrity data feeds. Shaped by Verity’s proprietary tech & vetted by experienced financial analysts.

Enhance Model Conviction & Expand Data Lakes

  • Use powerful, differentiated datasets trusted by 300+ firms.
  • Built for quant models or data lake integration.

Avoid Mindless Data Scraping & Hygiene Projects

  • Focus on new models & experiments — not wrangling data.
  • Get data delivered on your timeline, your delivery methods.

Scale Your Edge With Specialized Datasets

  • Superior data quality & comprehensiveness with most datasets going back 20+ years.
  • Vetted by expert financial analysts.

Available Data Feeds

New feeds added regularly. Click tiles below for more information.

Insider Activity

  • 1M+ Disclosures
  • 14,000+ Companies
  • Since 2004

Insider Overview

All Form 4 filings including Table 2 and footnotes to isolate discretionary transactions.

Identify 10b5-1 disclosures, options related to sales, margin related sales with granular details around plan initiation dates, strike prices, and more.

Nearly 50 datapoints per transaction.

Management Changes

  • 390k Disclosures
  • 7,500 Companies
  • Since 2004

Mgmt Changes Overview

All management changes and active board composition for companies going back to 2004.

Includes nearly 40 datapoints such as: effective date, reason for departure, full title, and more.

Unique identifier for each insider allows for easy mapping to past company affiliations.

Company Buybacks

  • 120k+ Disclosures
  • 5,500+ Companies
  • Since 2004

Buybacks Overview

Over $13T in repurchases with feeds including buyback initiations, buyback revisions, quarterly repurchases, and accelerated share repurchases (ASRs).

Verity parsing technology and in-house data experts validate information from 10-Ks, 10-Qs, 8-Ks, press releases, & more.

At-the-Market Offerings

  • 11,700+ Disclosures
  • 1,400+ Companies
  • Since 2015

ATMs Overview

Track the entire ATM lifecycle from initial offering through subsequent stock sales.

Surface companies selling shares through ATMs.

Feed includes selling agents, commission rates, and more.

Equity Grants

  • 2.1M+ Disclosures
  • 12,000 Companies
  • Since 2004

Grants Overview

Includes unique datapoints, such as type of grant (restricted stock, deferred comp, stock options, and more), cause (hire, promotion, performance), and expiration dates.

Institutional Holdings

  • 71M+ Disclosures
  • 18,800+ Funds
  • Since 2007

Holdings Overview

Aggregate quarterly buying/selling trends of peers & competitors with this feed containing 13F, 13G, and 13D holdings since 2007.

Unlike other services, you can also access puts, calls, and debt holdings.

Company Filings

  • 150,000 10-K, 10-Q, SPAC, & IPO Filings
  • 5,000+ Companies
  • Since 2014

Filings Overview

Clean, accurate, & structured SEC filings  with structured text of nearly 150,000 10-K, 10-Q, IPO, and SPAC filings organized by millions of structured sections.

Published filings are processed by proprietary parsing technology, reviewed by our team of analysts, and made available quickly.

Delivered via API

Equity Gifts

  • 60,000 Disclosures 
  • 4,500+ Companies
  • Since 2004

Gifts Overview

Supplement to the Insider Activity feed including “G” code transactions disclosed on Form 4 and labeled as a Bona fide gift.  

Lockups

  • 1,200 Disclosures 
  • 750 Companies
  • Since 2021

Lockups Overview

Includes full detail on conditional dates needed to determine the release dates for certain lockups, and over 20 fields with the specifics of early release provisions. 

Pledged Shares

  • 4,000 Disclosures 
  • 650 Companies
  • Since 2011

Pledged Shares Overview

Significant pledged positions may be subject to margin calls should the stock depreciate significantly and swiftly. 

Form 144s

  • 30,000 Disclosures 
  • 5,000+ Companies
  • Since 2023

Form 144 Overview

A nuanced datapoint for understanding intent to sell restricted or control securities valued at over $50,000 or comprising more than 5,000 shares within a 90-day period following the filing.

Risk Analytics

  • 140,000 Disclosures 
  • 5,000+ Companies
  • Since 2011

Risk Analytics Overview

Analyze risk disclosures in 10-Ks and 10-Qs since 2011. Monitor your large coverage universe during peak periods with filterable statistics that can help prioritize and focus resources. Includes:

  • Counts of new, unusual, and deleted risks.
  • Total risk change count with a breakdown by the amount of change per risk vs the prior period.
  • Per-document Jaccard Index scores.
  • Changes to Legal Proceedings.

Transcript Analytics

  • Since Q3 of 2023

Transcript Analytics Overview

The VerityData Transcript Analytics Feed covers earnings calls since the third quarter of 2023. So you can monitor & prioritize your coverage universe during peak periods. The feed includes:
  • Overall sentiment score for earnings calls.
  • Call topics and their sentiment.
  • Challenging exchanges between analysts & management.

Available via Snowflake

Also available via FTP.

Snowflake Overview

All datasets except Company Filings available within Snowflake or via FTP.

See VerityData on Snowflake

Why VerityData Feeds?

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Truly Differentiated Datapoints

Take advantage of proprietary datapoints, including over 50 Unusual Events.  Give your models & data lakes an influx of fresh signals designed and tested over decades by Verity’s financial data analysts. 

Superior Quality, Tagging, & Structure

VerityData goes above and beyond to deliver unmatched structure and cleanliness. Data is parsed by proprietary technology and vetted by expert financial analysts at multiple stages to ensure all aspects meet strict quality guidelines.

Data Trusted by 300+ Firms

Top quantitative firms rely on VerityData feeds to help drive their models. Leading fundamental hedge funds are actively incorporating VerityData feeds into their data lakes and applications.

A History of Excellence

For nearly two decades, Verity data experts have been meticulously preparing & priming data for investment decisions. Get the depth and breadth you need across a number of essential datasets — with 20+ years of history for most.

Upgrade to High-Performance Data

Build stronger models with high-integrity data feeds. Click below to request a demo or get sample data for backtesting.

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