Entity Profiles

~$2.68M in direct DS education grants (2023). Most transparent funder in the field. Operates with a 4-pillar theory of change: research, curriculum, policy, field-building. Program officer Nancy Poon Lue is arguably the most influential person in K-12 data science education. Co-funds CourseKata, DS4E, and Skew The Script with Gates.

$2.88M to Skew The Script alone; likely $5-10M+ total in DS education. Co-funds multiple organizations with Valhalla. AI is embedded in existing math and teacher quality priorities rather than pursued as standalone strategy. Funded through K-12 education and postsecondary portfolios.

Lead funder of DS4E. Ken Griffin's total philanthropy exceeds $2B+. Hedge fund connection to data science gives natural alignment. Exact grant amounts undisclosed. Griffin's funding of the central coordinating body gives outsized structural influence.

Tens of millions across related programs. CAMEL initiative: $9M for math education including data science. Also funds through P2P, DRK-12, and AI education supplement programs. Research-focused; requires academic partnerships. Largest single source of public funding for DS education research.

Primary backer of Youcubed, which reaches 180K+ students — the largest single curriculum by enrollment. Corporate interest in data literacy pipeline. Exact grant amounts undisclosed. Anchors the Youcubed/Google funding orbit.

Cut 30% of education team. Future commitment to data science education uncertain. Previously active in supporting field-building and curriculum work. Fragility signal for organizations dependent on CZI funding.

Confirmed active in supporting field-building efforts. Smaller scale than top-3 funders. Part of the broader ecosystem of foundations engaging with data science education.

Confirmed active in supporting specific DS education programs. Smaller scale investments. Part of the diversified funding base for organizations like Bootstrap.

Data Science 4 Everyone, housed at University of Chicago's Center for RISC. 3,000+ coalition members. Published the Learning Progressions, conducts national enrollment count, hosts annual convenings. Led by Zarek Drozda. Evolved from Steve Levitt's early advocacy. Griffin/Citadel is lead funder. The most connected node in the network.

Full-year data science course. Largest enrollment by far. Founded by Jo Boaler at Stanford. Google-backed. Became politically controversial when positioned as Algebra 2 alternative in California. UC BOARS found it "does not validate" Algebra 2. Despite controversy, reach is unmatched.

Full-year course using R. Strong in California. R-based curriculum with rigorous statistical foundations. Also came under BOARS scrutiny alongside Youcubed. Primarily adopted in CA districts.

Modular lesson approach — individual data science lessons that teachers embed in existing courses. Gates-funded at $2.88M. Social justice framing for data analysis. Largest modular reach by lesson downloads. Note: reach metric counts lesson access, not full-course enrollment.

Integration approach — embeds data science into existing math, science, and social studies courses. Best equity demographics among all curricula. Diverse funder base including NSF and smaller foundations. Avoids the course-scheduling problem entirely. Aligns with NCTM/NSTA "across the curriculum" joint statement.

Statistics-grounded data science course. Primarily college-level with high school expansion underway. Valhalla + Gates co-funded. Strong quantitative foundations distinguish it from more exploratory curricula.

Primary organization connecting data science to state policy infrastructure. Works with governors and legislatures on standards adoption, course approval, graduation requirements. Founded by Jeb Bush. Financial distress: 74% revenue decline, burning reserves at -$5.9M/year.

District-level implementation support. Helps districts design and launch data science programs. Bridges the gap between state policy adoption and classroom reality. Works at the practitioner level where policy meets practice.

Co-developed the K-12 Data Science Learning Progressions with DS4E. Builds open-source data tools including CODAP (Common Online Data Analysis Platform), used across multiple curricula. NSF-funded research organization.

Now collecting enrollment data for DS4E's national count. Potential to bring its massive K-12 CS education infrastructure to bear on data science. If Code.org makes data science a strategic priority, it would dramatically change the field's scale and reach.

Program officer at Valhalla. Quiet but arguably the most influential person in K-12 data science education. Architects the field's evidence-based wing through strategic grant-making. Appears in virtually no public coverage despite outsized impact.

Executive director of Data Science 4 Everyone. Coalition builder managing the field's "big tent." Oversees the Learning Progressions development, enrollment data collection, and state policy advocacy.

Stanford mathematician behind Youcubed. Polarizing figure in the California math wars. Advocacy for data science as Algebra 2 alternative triggered opposition from Berkeley professors and generated media coverage framing DS education as an attack on mathematical rigor.

Freakonomics co-author. Early DS4E champion who provided initial intellectual legitimacy with the argument that "data science should replace calculus." His celebrity economist platform helped launch the movement into mainstream education discourse.