insights | Commonwealth Data So

Aug 141 min read

Making a Difference Through Community Partnerships

Over the past 18 months, it has been a privilege to partner with The Women’s Initiative (TWI), a Charlottesville, Virginia based...

Jul 241 min read

Enhancing Impact with Analytics: Partnering with CommonWealth Data Solutions to Optimize Donation Appeal

Last year, CommonWealth Data Solutions (CWDS) partnered with The Haven to examine historical data from The Haven’s annual appeal for...

Dec 23, 20235 min read

A look ahead: Getting productivity out of AI in 2024

We are quickly approaching the end of 2023 – a year that saw the tech landscape shift rapidly with the emergence of AI tools. There is a...

Oct 24, 20239 min read

Lessons Learned Building Early Warning Models

I've spent much of the past decade building and evaluating statistical models that predict rapid deterioration in hospitalized patients...

Jun 18, 20235 min read

ChatGPT - Please Write My Biography: Understanding the Limits of Large Language Models

Large Language Models (LLMs) such as ChatGPT have been getting a LOT of attention lately, and it is important to know what to make of all...

Sep 18, 202210 min read

Calibration and Skill of the Kalshi Prediction Markets

The Kalshi prediction markets are the first federally regulated exchange for event contracts. Beginning in 2021, Kalshi introduced an...

Sep 18, 20223 min read

A Primer on the Brier Skill Score

A primer on the Brier Skill Score

Sep 13, 20224 min read

Ethical Data Consulting

The CommonWealth Data Solutions approach to ethics in data consulting work.

Aug 19, 20223 min read

The Start of the Journey!!!

CommonWealth Data Solutions is a data company. We have expertise in all sorts of data projects, from research to machine learning to...