SEC filings to uncover and track financial and economic indicators
This post explores how SEC filings can be used to uncover and track financial and economic indicators. It showcases an open-source OpenBB app that visualizes this data, providing valuable insights for investment research and market trend analysis.
A few days ago, Justin Lokos shared a fascinating GitHub repository maintained by John Friedman that really caught my attention.
This repository analyzes SEC filings to uncover and track financial and economic indicators across a wide range of sectors.
It can be found here.
It processes topic mentions from regulatory filings and turns them into standardized, sector-level metrics that are updated daily - making it a powerful tool for identifying trends across the economy.
I found the data so compelling that I built and hosted an OpenBB app around it.


The app offers a wide range of indexes across key domains, including DEI and ESG in Governance; Tariffs and Supply Chain in Trade; Layoffs in Employment; Outsourcing and Supplier Concentration in Market Dynamics; Consumer Confidence in Consumer Sentiment; Space and Nuclear in Technology; Political Stability in International; IPO in Corporate Finance; Health Research, Health, and Pandemic in Health; various indexes in Resources such as Explosive Materials, Metals, Semiconductor Materials, Propellant Components, Raw Materials, Electronic Components, and Chemicals; and Military Equipment, Terrorism, and War in Military & Security
And then I made it available to everyone.
In fact, I shared this on LinkedIn and asked people interested on the app to comment and the post got close to 20k impressions.
My friend Caique does this often and has seen a lot of people asking for the apps from OpenBB.
And here's the template DM I sent to 100+ people interested.
Hey,
Sending you a message based on your comment in the post!
- Go to https://pro.openbb.co/ and make sure that you have an account - it's free.
- Then go to this link: https://pro.openbb.co/app?modal=connect-backend&name=Datamule%20Indicator&url=https://openbb-datamule-indicators.fly.dev
That should populate a new backend on OpenBB where:
- Name: Datamule Indicator
- URL: https://openbb-datamule-indicators.fly.dev
- On the "Apps" tab, click on the "Financial and Economic Indicators" - that should open a dashboard with all the data in one place.
All the data should be ready to be interacted with OpenBB Copilot out-of-the-box.
If you have any questions ping me!
Also, if you want to see how I built this app - the full code is open source here: https://github.com/DidierRLopes/openbb-datamule-indicators.