Harvard Data Science Review
Harvard Data Science Review is a non-profit open-access academic publisher founded in 2019 that produces peer-reviewed articles, research, and multimedia content on data science, hosted on the MIT Press platform and serving the global research community.
- Company typePrivate
- Founded1865
- HeadquartersAllston, United States
- Headcount1–10
- GTM typeB2C
- OfferingDigital Commerce or Content
What Harvard Data Science Review does
Harvard Data Science Review (HDSR) is a non-profit academic publisher founded in 2019 and headquartered in Allston, Massachusetts. The organization publishes open-access articles, research papers, and multimedia content focused on the field of data science, serving a global audience of researchers, practitioners, and educators. It operates with a small editorial team of 1-10 employees and is hosted on the MIT Press digital publishing platform (hdsr.mitpress.mit.edu), positioning it within the institutional ecosystem of one of the leading academic publishers in science and technology.
HDSR's core product is editorial — peer-reviewed open-access content rather than software or technology infrastructure. Its distribution model is built on the MIT Press platform, which provides indexing, DOI assignment, discoverability, and journal infrastructure. The business model is non-commercial in the conventional sense: as a non-profit open-access publisher, HDSR does not rely on subscription paywalls or article processing charges as primary revenue drivers. Instead, it depends on institutional backing, editorial partnerships, and the broader Harvard/MIT academic ecosystem for operational sustainability.
The firm's value proposition centers on providing a high-credibility, open-access venue for data science scholarship, leveraging the reputational equity of the Harvard and MIT Press brands. Its small scale and nonprofit status indicate a mission-driven organization rather than a venture-backed growth entity. Note: a significant portion of the scraped data pertains to MIT's Parking & Transportation operations and is not relevant to HDSR; the above description is grounded in the firmographic record.
Harvard Data Science Review firmographics
Firmographics- Name
- Harvard Data Science Review
- Legal name
- Massachusetts Institute of Technology
- Website
- https://mit.edu
- Company type
- Private
- Founded year
- 1865
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Harvard Data Science Review is a non-profit open-access academic publisher founded in 2019 that produces peer-reviewed articles, research, and multimedia content on data science, hosted on the MIT Press platform and serving the global research community.
- Ownership category
- akta.pro rank
Harvard Data Science Review industry classification
Industry- Product category
- Academic Publishing
- NAICS
- Research and Development in the Social Sciences and Humanities (54172)
- akta.pro primary industry
- Academic & Scholarly Journals Publishing (Peer-Reviewed) (MPAJABAC)
- akta.pro secondary industries
- Social Sciences Scholarly Publishing (EDAGAFAD), Conference Proceedings & Research Reports Publishing (EDAGAFAL)
Keywords
Where Harvard Data Science Review is headquartered
LocationHeadquarters
- HQ city
- Allston
- HQ country
- United States
- HQ region
- North America
Offices5 records
Markets served
Harvard Data Science Review business model
Business model- GTM type
- B2C
- Offering type
- Digital Commerce or Content
- Cost components
- Personnel, Operations, Technology or R&D, Others
Revenue model
- Parking Fees: MIT generates revenue through daily parking fees ($11/day for employee and student parking), monthly fees ($174/month for off-campus and campus residents), and annual caps on parking costs. Additional revenue comes from visitor passes and scratch cards ($34/day).
- Department Vehicle Parking: Annual parking accounts for department-owned vehicles at $2,509/year.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Employee Daily and Graduate Employee Daily parking |
| Subscription | Monthly | Employee Off-Campus parking |
| Usage-based | Pay-as-you-go | Emeritus Faculty parking |
| Usage-based | Pay-as-you-go | Student Commuter parking |
| Subscription | Monthly | Campus Resident parking |
| Subscription | Monthly | Carpool parking |
| Usage-based | Monthly | Affiliate parking |
| Subscription | Annual | Department Vehicles |
| Usage-based | Pay-as-you-go | Visitor passes and scratch cards |
| Other | Monthly | MBTA Commuter Rail discount |
| Other | Monthly | Private Transit Subsidy |
| Other | Monthly | MBTA Station Parking Subsidy |
Go-to-market motion1 record
Distribution channels5 records
Marketing channels6 records
Harvard Data Science Review product offering
Product offeringCore offering
Harvard Data Science Review is an open access academic journal that publishes peer-reviewed scholarly articles, research papers, and multimedia content focused on data science. The journal is hosted by MIT Press and made freely available online to readers, with editorial direction aligned with Harvard's academic mission.
Differentiator
Problem solved
Functional benefit
Products and services
- Harvard Data Science Review (HDSR) Journal Open access peer-reviewed academic journal publishing scholarly articles and research on data science, intended for researchers, students, and practitioners worldwide.
- HDSR Multimedia Content Multimedia materials (such as podcasts and videos) accompanying the journal, expanding access to data science topics in formats beyond traditional articles.
- HDSR Online Platform Digital publishing platform at hdsr.mitpress.mit.edu hosting journal articles and multimedia content for free public access.
Companies that use Harvard Data Science Review
Customer profileNamed customers4 records
Segments1 record
Ideal customer profiles2 records
Harvard Data Science Review technology and API
TechnologyTechnology focussed No
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature3 records
Harvard Data Science Review partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core and minor.
- ZipcarcoreMIT hosts 12 Zipcars on campus and sponsors Zipcar memberships for staff and students. An MIT-sponsored member pays no application fee, no security deposit, and just a $35.00 annual fee. Zipcars can be used by the hour or day with insurance and gas included.
- MBTA (Massachusetts Bay Transportation Authority)coreMIT partners with MBTA to provide subsidized transit passes for students, faculty, and staff. Benefits-eligible Cambridge campus employees receive free subway and local bus access through Access MIT. MIT also subsidizes 50-70% of commuter rail costs.
- Commute with Enterprise (Vanpool)minorMIT partners with Enterprise to offer vanpool programs. MIT provides a $100/month subsidy per participant and pre-tax payroll deduction benefits for eligible employees.
- Charles River Transportation Management Association (TMA)coreMIT sponsors the Emergency Ride Home program run by Charles River TMA, which reimburses eligible employees for rideshare or taxi costs in case of emergency. The program is available to employees who commute via public transit, carpool, vanpool, bike, or walk at least three days per week.
- BluebikesminorBoston's public bike share program with stations around MIT campus. MIT offers subsidized Bluebikes memberships for students and employees.
- Private Transit Providers (Boston Express Bus, Greyhound, Peter Pan Bus Lines)minorMIT offers reimbursement for employees who use private transit options including Boston Express Bus, Greyhound, and Peter Pan Bus Lines, up to 50% of monthly commuting costs or $255 maximum.
Scale indicators6 records
Expansion highlights1 record
Harvard Data Science Review competitors and assessment
Company assessmentDirect peers
- Journal of the Royal Statistical Society Series C: Long-running applied statistics journal publishing peer-reviewed methodology and data analysis papers — overlapping with HDSR's methodological data science remit.
- Harvard Data Science Initiative: The institutional initiative that HDSR is closely affiliated with, producing research, events, and educational content in data science.
- Journal of Machine Learning Research (JMLR): Open-access peer-reviewed journal covering machine learning and data-related research, with a similar open-access model and cross-disciplinary readership.
- Nature Data Science: Nature's open-access journal dedicated to data science research, directly competing with HDSR for high-impact data science submissions across disciplines.
- Data & Policy (Cambridge University Press): Open-access journal focused on data science applications to policy, sharing HDSR's interdisciplinary orientation and open-access publishing model.
- Scientific Data (Nature): Peer-reviewed open-access journal for datasets and data descriptors, closely aligned with HDSR's data-centric, open-access mission.
Emerging players
- arXiv: Open-access preprint repository widely used by the data science community; represents a distribution channel that competes with peer-reviewed journals for first-release priority.
Broad incumbents
- Harvard Business Review: Harvard-affiliated publication with growing data and analytics coverage; shares the Harvard brand authority and reaches overlapping executive and academic audiences.
- MIT Press (scholarly journals portfolio): HDSR's publishing partner and a broader publisher of academic journals and books; sets editorial standards and infrastructure that HDSR operates within.
- PLOS ONE: Large-scale open-access multidisciplinary journal with significant data science and computational research content; broader in scope but competes for similar open-access submissions.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat2 records
Key risks4 records
Key highlights4 records
Customer concentration
Harvard Data Science Review social profiles
Digital presenceHarvard Data Science Review financial estimates
Financial estimateRevenue estimate
Valuation estimate
Harvard Data Science Review leadership team
Management profileNumber of profiles
Profiles1 record
Harvard Data Science Review funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Harvard Data Science Review M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Harvard Data Science Review
What does Harvard Data Science Review do?
Harvard Data Science Review is an open access academic journal that publishes peer-reviewed scholarly articles, research papers, and multimedia content focused on data science. The journal is hosted by MIT Press and made freely available online to readers, with editorial direction aligned with Harvard's academic mission.
Is Harvard Data Science Review a public or private company?
Harvard Data Science Review is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was Harvard Data Science Review founded?
Harvard Data Science Review was founded in 1865. It employs 1 to 10 people.
Where is Harvard Data Science Review based?
Harvard Data Science Review is headquartered in Allston, United States, in the North America region.
How does Harvard Data Science Review make money?
Two revenue lines are on record. Parking Fees are the primary driver. The others are department Vehicle Parking.
Who are Harvard Data Science Review's main competitors?
Direct peers on record are Journal of the Royal Statistical Society Series C, Harvard Data Science Initiative, Journal of Machine Learning Research (JMLR), Nature Data Science, Data & Policy (Cambridge University Press) and Scientific Data (Nature). arXiv is listed as an emerging player. Broad incumbents are Harvard Business Review, MIT Press (scholarly journals portfolio) and PLOS ONE.
Does Harvard Data Science Review have an API?
No public API is recorded for Harvard Data Science Review.
What industry is Harvard Data Science Review in?
Harvard Data Science Review's product category is Academic Publishing. Its primary akta.pro industry code is MPAJABAC, Academic & Scholarly Journals Publishing (Peer-Reviewed), with a secondary code of EDAGAFAD, Social Sciences Scholarly Publishing. Its NAICS code is 54172.