YData
Circuit mix
Where YData shows up, by circuit. Each event counts once: 2 if it sponsored, 1 if it only had speakers. Hover a segment for the conference.
- Python & R data science60%2 events
- Modern data stack & practitioner20%1 event
- AI engineering & MLOps20%1 event
Presence by conference and year
Each cell is one conference in one year. Fill shows the company sponsored, shaded by its best tier that year; a dot means it had speakers there. Hover for details; click to open the event.
- Title
- Platinum
- Gold
- Silver
- Bronze
- Other / unlabeled tier
- Had speakers
| Conference | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 | 2027 | 2028 |
|---|---|---|---|---|---|---|---|---|---|---|
| PyCon (national Python conferences) | ||||||||||
| PyData | ||||||||||
| AI By the Bay | ||||||||||
| MLOps World (Machine Learning in Production) |
Activity by year
Three measures on one year axis; each panel has its own scale. 2027, 2028 is still mostly ahead, so its bars are faded and incomplete.
Conferences present at
Distinct conferences each year, split by whether the company sponsored or only had speakers there.
- Sponsored
- Speakers only
Distinct speakers
People from this company on a program that year, each counted once.
Sponsorships by tier
Sponsorship rows per year (one per event and listing), stacked by normalized tier.
- Other / unlabeled
Where they've grown or pulled back
DownNothing recorded in 2026; sponsored 1 conference in 2021.
Counted per conference. 2026 is the latest year whose conferences have mostly happened. Tiers use the best tier each year; swatches show the path, oldest first. A conference counts as pulled out only when a later event published a complete sponsor list, since most events don’t say whether their list is complete.
Once or on and off 1
No clear direction, or a gap we can’t confirm because later sponsor lists are incomplete.
- PyCon (national Python conferences)once, 2021, Startup tier
Lookalikes
Companies with the most similar conference footprint: they sponsor and speak at the same conferences. Bars are cosine similarity, from 0 (nothing shared) to 1 (identical).
- Recursion0.89
- MLJAR0.86
- Klarna0.81
- Octopus Energy0.80
- DAGWorks Inc0.80
- Python Software Foundation0.79
- Cubist Systematic Strategies0.79
- Feedzai0.76
16 Cluster: PyCon · EuroPython circuit →
Often sponsors alongside
Companies that sponsored the same events, by number of shared events (out of 1 this company sponsored).
| Company | Shared events | Share |
|---|---|---|
| Accelebrate | 1 | 100% |
| Adafruit | 1 | 100% |
| Aledade Inc. | 1 | 100% |
| Amazon Web Services | 1 | 100% |
| Anvil | 1 | 100% |
| bit.io | 1 | 100% |
| blackfire.io | 1 | 100% |
| Bloomberg | 1 | 100% |
| Blue Array SEO | 1 | 100% |
| Caktus Group | 1 | 100% |
| Capital One | 1 | 100% |
| Chan Zuckerberg Initiative | 1 | 100% |
| CircleCI | 1 | 100% |
| Cockroach Labs | 1 | 100% |
| Corning Incorporated | 1 | 100% |
Neighborhood: companies with nearby conference footprints
YData (ringed) and the 30 companies closest to it on the company map. Close together means they sponsor and speak at many of the same conferences. Distances are only meaningful locally; the axes have no meaning. Dot size: conferences present at. Color: cluster.
Sponsorships 1
| Event | Date | Place | Tier as listed | Normalized tier |
|---|---|---|---|---|
| PyCon US 2021 (Online) | May 12–18, 2021 | — | Startup Row | Startup |
Speakers 4
| Speaker | Event | Role | Talk | Links |
|---|---|---|---|---|
| Fabiana Clemente | Scale By the Bay 2023 | speaker | Unlocking the Power of Data-Centric AI. | Video |
| Fabiana Clemente | 4th Annual MLOps World Conference & Expo 2023 | workshop (virtual) | Synthetic Data: Generative AI for Enhanced Data Quality in the Era of Foundational Models | — |
| Fabiana Clemente | PyData Seattle 2023 | speaker | The Importance of Synthetic Data in Data-Centric AI | Video |
| Fabiana Clemente | PyData Seattle 2023 | panelist | Panel: The living nature of data: exploring the Lifecycle and Management of Data at Scale | — |