DrivenData blog

Explore the latest in our mission to build a better world using data science and AI.

Content list

case studies

Promoting digital financial services in Tanzania

DrivenData worked with IDEO.org to reveal patterns in behavior and barriers to trust in use of mobile money among low-income populations in Tanzania. Our team analyzed millions of financial records from a large mobile network operator (MNO) to inform how new user-centric approaches could be designed.

case studies

Targeting higher education development outreach

Our data science team worked with EverTrue to understand how the factors that they collect affect major gift donations.

case studies

Using Yelp reviews to flag restaurant health risks

DrivenData, in partnership with Yelp and Harvard, and with support from the City of Boston, structured a predictive challenge to tie Yelp reviews and ratings with the results of Boston's food safety inspections.

tutorial

Random Walk of the Penguins - Benchmark

Penguins are so adorable! Here's our first pass at predicting penguin populations in Antarctica.

tutorial

DengAI: Predicting Disease Spread - Benchmark

We're launching a new competition to forecast the spread of dengue.

insights

Why Elections Are a Terrible Showcase for Data Science

The 2016 election was a bad showcase for the powers of data science.

winners

Trying to Get It Right when Everyone was Wrong

The best we can do with the polls.

tutorial

America's Next Top (Statistical) Model - Benchmark

We're launching a new competition for forecasting the 2016 presidential election.

winners

Meet the winners of the safe aging challenge

See how DrivenData's Top Modelers managed to predict activities from sensor data

media

SciPy 2016: "Data Science is Software" tutorial

Video footage of Peter and Isaac from their pilgrimage to SciPy 2016

winners

Visualizing a Future for Fog Nets

Meet the folks who used their data visualization and modeling skills to help Dar Si Hamd!

tutorial

There's no place like $HOME

We're launching a new competition for safe aging at home generously sponsored by AARP Foundation

winners

Building the best naïve bees classifier!

These are the people who were best able to distinguish honeybees from bumblebees and how they did it.

tutorial

Cloudy with a chance of models

We're excited to launch a new competition with our partner Dar Si Hmad and sponsor Tableau Foundation.

winners

Announcing the results of our Keeping It Fresh competition

See who kept it the freshest — meet the winners of the Keeping It Fresh competition.

tutorial

Bumble bee or honey bee?

We're excited to launch a new comeptition with our partner Metis. The question at hand is: can you identify a bee as a honey bee or a bumble bee?

winners

An interview with "Countable Care" winner Gilberto Titericz Jr.

We got a chance to hear from Gilberto Titericz Jr., our Countable Care 1st place finisher. He answered some of our questions about himself, the competition, and data science in general.

tutorial

From raw Yelp reviews to a model of hygiene violations (in 3 easy steps)

We were so excited about our new civic innovation competition we couldn't help but get started ourselves! The goal for this competition is to use data from Yelp restaurant reviews to narrow the search for health code violations in Boston. Competitors will have access to historical hygiene violation records from the City of Boston — a leader in open government data — and Yelp's consumer reviews. The challenge: Figure out the words, phrases, ratings, and patterns that predict violations, and help public health inspectors do their job better.

competition

Help cities keep it fresh

Can you use the patterns, words, and phrases in Yelp reviews of restaurants to predict the number of hygeine violations that city health inspectors uncover?

competition

The Countable Care competition heats up

We're now about 2 weeks into the "Countable Care: Modeling Women's Health Care Decisions" competition, and things are heating up!

winners

An interview with "Box Plots for Education" winner Quoc Le

We recently got a chance to pick the brain of Quoc Le, our Box-Plots for Education 1st place finisher. He answered some of our questions about himself, the competition, and data science in general.

media

Press coverage of "Box-Plots" results

The Boston tech press covers the successful completion of the ERS "Box-Plots for Education" challenge. Check out the article!

Stay updated

Join our newsletter or follow us for the latest on our social impact projects, data science competitions and open source work.

There was a problem. Please try again.
Subscribe successful!
Protected by reCAPTCHA. The Google Privacy Policy and Terms of Service apply.

Work with us to build a better world

Learn more about how our team is bringing the transformative power of data science and AI to organizations tackling the world's biggest challenges.