

What we’re about
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
The PyData Code of Conduct governs this meetup. To discuss any issues or concerns relating to the code of conduct or the behavior of anyone at a PyData meetup, please contact NumFOCUS Executive Director Leah Silen (+1 512-222-5449; [leah@numfocus.org](mailto:leah@numfocus.org)) or the group organizer.
Upcoming events (2)
See all- Elastic & PyData joint meetup 🌱Elastic NYC, New York, NY
Join PyData NYC at the Elastic NYC Office on for a talk night with Hariharan Ragothaman & Jessica Garson. Please sign up with your government official name.
🍕 Pizza, drinks & venue sponsored by Elastic - thank you!
Agenda:
- 5:30 pm: Doors open; say hi and eat some food
- 6:00 pm: Async Python for Data Science: Speeding Up IO - Bound Workflows, by Hariharan Ragothaman
- 6:30 Q&A with Hariharan
- 6:45 pm: How to create a customized running plan using Python, Elasticsearch, and Agno, by Jessica Garson
- 7:15 pm: Q&A with Jess
- 7:30 pm: Networking and event wrap up
Abstract
Async Python for Data Science: Speeding Up IO - Bound Workflows
Most Python scripts in data science are synchronous — fetching one
record at a time, waiting for APIs, or slowly scraping websites. In this talk, we’ll introduce Python’s asyncio ecosystem and show how it transforms IO - heavy data workflows. You'll see how httpx , aiofiles , and async constructs speed up tasks like web scraping and batch API calls. We’ll compare async vs threading, walk through a real - world case study, and wrap with performance benchmarks that demonstrate async's value.How to create a customized running plan using Python, Elasticsearch, and Agno
When working out, deciding what workout to do next to achieve a specific goal can be challenging. This talk will guide you through creating a four-week workout plan as a Notion page with to-do list items tailored to your workout history, helping you run a faster 5KMeet our speakers:
- Hariharan Ragothaman is a seasoned Senior Software Engineer with over a decade of experience architecting scalable systems across embedded platforms, cloud-native environments, and AI-powered infrastructure. At Advanced Micro Devices (AMD), he leads mission-critical initiatives in data center validation and server-side systems. Previously, he contributed to DevSecOps transformations at athenahealth and played a key role in launching flagship consumer audio products at Bose Corporation.
- Jessica Garson is a Python programmer, educator, and artist. She currently works at Elastic as a Senior Developer Advocate. Previously, Jessica worked in developer relations at Twitter for four years. She has spoken at conferences all over the globe, ranging from PyCon to Write the Docs, and has been the keynote speaker for conferences such as PyOhio and the Developer Relations Summit.
Come for the talks, stay for the conversation – and maybe a snack or two. Whether you're building with Elasticsearch or just exploring the space, this is a great chance to connect with other devs and tech folks in the community.
Where: Elastic NYC Office
1250 Broadway, Floor 16, Training Room
New York, NY 10001When: Wednesday, Aug 13th | Doors open at 5:30 PM
Spots are limited, so be sure to RSVP soon. We can’t wait to see you there!
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The building requires a government-issued photo ID for entrance. This, and all PyData NYC events, is an all-level event. Newcomers and beginners are welcome. This and all NumFOCUS-affiliated events and spaces, both in-person and online, are governed by a Code of Conduct.
---------------------------------------------------------------- - Python and Data: Project Night with PyDataNYC Resistor, Brooklyn, NY
Join PyData NYC at NYC Resistor (Brooklyn) on Aug 28th at 7:00 pm for a Project Night. Work with and Learn from fellow Python, Data, and Open Source enthusiasts.
NYC Resistor is also a hackerspace filled with all sorts of tools available for the public, such as a laser cutter, 3D printers, sewing machines, soldering stations, knitting needles and more! So feel free to explore the hackerspace as well.
Space is limited, so kindly RSVP on time and cancel if you won't be able to make it.
Hosted by Mars Lee (Numpy Contributor)Agenda:
BYOP - Bring Your Own Project - and work alongside fellow Python and data professionals and enthusiasts.Networking
Connect with fellow Python and data enthusiasts, professionals, and community leaders. Build meaningful connections and forge collaborations.
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Venue provided by Resistor: 87 3rd Ave, Brooklyn, NY
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This and all PyData NYC events are all-level events. Newcomers and beginners are welcome. This and all NumFOCUS-affiliated events and spaces, both in-person and online, are governed by a Code of Conduct.
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This event may be recorded.
You can bring your own food and drink. Drinks such as canned soda are available to purchase. Water is freely available.