PyData
PyData is a nonprofit educational program of NumFOCUS that operates a global community of 190,000+ data scientists and developers across 245+ chapters in 68 countries, running conferences, meetups, and a YouTube content library around Python, Julia, and R open-source data tools.
- Company typePrivate
- Founded2012
- HeadquartersAustin, United States
- Headcount1–10
- GTM typeB2C
- OfferingServices
What PyData does
PyData is an educational program of NumFOCUS, a 501(c)(3) U.S. nonprofit charity, that operates as a global community organization for developers and users of open-source data tools (primarily Python, with Julia and R). Founded with its first conference (PyData NYC) in October 2012 and headquartered in Austin, Texas, PyData runs a network of 245+ local chapters across 68 countries, serving 190,047 meetup members through monthly meetups, annual regional and global conferences (PyData Global, PyData Amsterdam, PyData NYC/Boston, PyData London, PyData Berlin, PyData Paris), a YouTube video library (PyDataTV), a Discord community, and an email newsletter. Core products are events and educational content, not software; PyData does not build proprietary technology, APIs, or AI products, but coordinates a community of data scientists, data engineers, ML practitioners, and software developers around open-source scientific computing.
The underlying "platform" is community infrastructure: a Meetup.com Pro account managed by NumFOCUS, a YouTube archive of conference recordings, regional volunteer organizers (e.g., Kally Chung for PyData Amsterdam, Abby Tse for PyData NYC's 8,000-member group, John Carney for PyData London/Manchester, Sanket Verma for India), and a formal PyData Strategic Committee established in 2025 with NumFOCUS Board approval. The 2026 programming slate includes SciPy 2026, PyData PyCon Yerevan, JuliaCon 2026, Bioconductor 2026, StanCon 2026, PyData Amsterdam (September 10-11, NDSM Loods), and PyData Global (December 8-10), indicating an increasingly cross-language scientific computing scope.
PyData's business model is nonprofit event-driven: revenue comes from conference ticket sales (per-event, with early-bird tiers and diversity scholarships funded by sponsor donations) and corporate sponsorships at Diamond, Platinum, Gold, and Silver tiers (e.g., Adyen Diamond and Posit Platinum for Amsterdam 2026, Manychat and TomTom Gold). All proceeds flow to NumFOCUS to support sponsored open-source projects such as Pandas, NumPy, Matplotlib, DuckDB, and Pydantic. PyData has 1-10 employees, no venture funding, no parent-company equity, and operates as a volunteer-amplified platform whose enterprise "customers" are corporate sponsors seeking access to a curated data science talent community.
PyData firmographics
Firmographics- Name
- PyData
- Legal name
- PyData (educational program of NumFOCUS)
- Website
- https://pydata.org
- Company type
- Private
- Founded year
- 2012
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- PyData is a nonprofit educational program of NumFOCUS that operates a global community of 190,000+ data scientists and developers across 245+ chapters in 68 countries, running conferences, meetups, and a YouTube content library around Python, Julia, and R open-source data tools.
- Ownership category
- akta.pro rank
PyData industry classification
Industry- Product category
- Data Science Community & Open-Source Education
- NAICS
- Religious, Grantmaking, Civic, Professional, and Similar Organizations (813), Grantmaking and Giving Services (81321)
- akta.pro primary industry
- STEM Project-Based Learning (PBL) & Challenge Platforms (EDAFANAI)
Keywords
Where PyData is headquartered
LocationHeadquarters
- HQ city
- Austin
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
PyData business model
Business model- GTM type
- B2C
- Offering type
- Services
- Cost components
- Operations, Personnel, Marketing or Sales, Technology or R&D, Others
Revenue model
- Conference Ticket Sales: PyData generates revenue through the sale of conference tickets. Events like PyData Amsterdam (annual 2-3 day conference), PyData Global, and regional conferences offer various ticket tiers including early bird options. Ticket revenue benefits NumFOCUS for open-source project support.
- Corporate Sponsorships: Corporate sponsors fund PyData events at various levels (Diamond, Platinum, Gold, Silver). Sponsors gain access to the engaged data science community and opportunities to showcase products and career opportunities. Sponsorship revenue is managed by NumFOCUS.
- NumFOCUS Membership/Donations: PyData is an educational program of NumFOCUS. The organization accepts memberships and donations to support the open-source tools community. Proceeds are used for continued development of open-source tools used by data scientists.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | One-time purchase per event | Conference tickets with early bird and standard pricing options |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels7 records
PyData product offering
Product offeringCore offering
PyData is an educational community program of NumFOCUS, a 501(c)(3) nonprofit charity, that operates an international network of data science conferences, local chapter meetups, and digital learning resources. Its core offerings are the annual PyData conference series, more than 245 local meetup chapters across 68 countries, the PyDataTV YouTube video library, and a community newsletter, all devoted to open-source data analysis tools built with Python, Julia, and R.
Product overview
PyData is an educational program of NumFOCUS, a 501(c)(3) nonprofit charity. It operates as a community organization—not a traditional software product company—that provides forums and events for the international community of users and developers of data analysis tools. The portfolio consists of PyData Conferences (major annual events featuring talks, tutorials, and workshops), PyData Meetups (over 245 local chapters across dozens of countries), the PyData Video Library (YouTube channel with recorded presentations), the PyData Newsletter (email updates), and the PyData Strategic Committee (governance body). Regional variants like PyData Amsterdam and PyData Global serve specific geographic communities. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization, with communities approaching data science using Python, Julia, and R.
Differentiator
Problem solved
Functional benefit
Products and services
- PyData Conferences Major annual conferences featuring talks, tutorials, and workshops for the international community of users and developers of data analysis tools, promoting discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization.
- PyData Meetups Local chapter meetups spanning over 245 chapters across dozens of countries, providing regular forums for data enthusiasts to share knowledge, network, and discuss the latest trends in data science, machine learning, analytics, and open-source data tools.
- PyData Video Library (PyDataTV) YouTube channel (PyDataTV) containing recorded conference presentations and talks from PyData events worldwide, making educational content accessible to the global data science community.
- PyData Newsletter Email subscription service providing updates on upcoming events, community news, and announcements to subscribers supporting the open source data tools ecosystem.
- PyData Amsterdam Annual regional conference in Amsterdam, Netherlands, for the international community of users and developers of data analysis tools; features keynote sessions, workshops, and networking opportunities.
- PyData Global Annual global conference bringing together the international PyData community for talks, tutorials, and collaboration on data science topics.
Companies that use PyData
Customer profileNamed customers17 records
Segments5 records
Ideal customer profiles2 records
PyData technology and API
TechnologyTechnology focussed No
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
PyData partnerships and signals
Strategic signalPartnerships
13 partnerships are on record, tiered core and flagship.
- NumFOCUScorePyData is an educational program of NumFOCUS, a 501(c)(3) nonprofit charity in the United States. NumFOCUS provides fiscal sponsorship, event management, financial administration, and support for open-source projects. All PyData proceeds benefit NumFOCUS for continued development of open-source tools.
- AdyenflagshipDiamond sponsor of PyData Amsterdam 2026. Adyen is a payments technology company serving enterprises globally. Hosted PyData Amsterdam meetup on AI in production systems at their Amsterdam office.
- PositflagshipPlatinum sponsor of PyData Amsterdam 2026. Posit (formerly RStudio) provides data science tools including Shiny and RStudio. Active supporter of the PyData community.
- ManychatcoreGold sponsor of PyData Amsterdam 2026. Manychat is a marketing automation platform. Hosted PyData Amsterdam meetup in June 2026.
- TomTomcoreGold sponsor of PyData Amsterdam 2026. TomTom is a location technology company. Active in the Amsterdam tech community and supporting PyData events.
- TNO, SURF, NFIflagshipConsortium developing GPT-NL, a Dutch language LLM from scratch. Presented at PyData Amsterdam meetups on LLM development, data pipelines, and EU AI Act compliance. Initiative for transparent, inclusive AI reflecting Dutch values.
- Women in AI (WAI) BeneluxcoreCollaborating with PyData Amsterdam on meetups promoting AI, data, and diversity in tech. Joint meetup on Data Agents held in September 2026.
- DuckDB LabsflagshipCo-founder and CEO Hannes Mühleisen served as keynote speaker at PyData Amsterdam 2025. DuckDB is a NumFOCUS-sponsored project and key open-source tool in the data ecosystem.
- PydanticflagshipLead Design Engineer Laura Summers served as keynote speaker at PyData Amsterdam 2026. Pydantic is a NumFOCUS-sponsored project widely used in the Python data ecosystem.
- CohereflagshipDirector and Engineering Fellow Jay Alammar served as joint keynote speaker at PyData Amsterdam 2026 on LLM agents.
- Google DeepMindflagshipDeveloper Relations Engineer Maarten Grootendorst serving as keynote speaker at PyData Amsterdam 2026.
- Visual CinnamonflagshipData Visualization Designer Nadieh Bremer serving as keynote speaker at PyData Amsterdam 2026 on visualization and art of data.
- MLOps CommunityflagshipFounder Demetrios Brinkmann served as keynote speaker at PyData Amsterdam 2025. MLOps Community is a key community in the data science ecosystem.
Scale indicators8 records
Recent moves7 records
Expansion highlights5 records
PyData competitors and assessment
Company assessmentMarket position
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
PyData social profiles
Digital presencePyData financial estimates
Financial estimateRevenue estimate
Valuation estimate
PyData leadership team
Management profileNumber of profiles
Profiles5 records
PyData funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
PyData 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 PyData
What does PyData do?
PyData is an educational community program of NumFOCUS, a 501(c)(3) nonprofit charity, that operates an international network of data science conferences, local chapter meetups, and digital learning resources. Its core offerings are the annual PyData conference series, more than 245 local meetup chapters across 68 countries, the PyDataTV YouTube video library, and a community newsletter, all devoted to open-source data analysis tools built with Python, Julia, and R.
Is PyData a public or private company?
PyData is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was PyData founded?
PyData was founded in 2012. It employs 1 to 10 people.
Where is PyData based?
PyData is headquartered in Austin, United States, in the North America region.
How does PyData make money?
Three revenue lines are on record. Conference Ticket Sales are the primary driver. The others are corporate Sponsorships and numFOCUS Membership/Donations.
Does PyData have an API?
No public API is recorded for PyData.
What industry is PyData in?
PyData's product category is Data Science Community & Open-Source Education. Its primary akta.pro industry code is EDAFANAI, STEM Project-Based Learning (PBL) & Challenge Platforms. Its NAICS code is 813.