Data Journalism

**\*\*Please note this event is in-person only.\*\* We have limited space, please do not RSVP if you are not planning on joining us in person in D.C. at SEI.** The villainous **Lord Taart Chart** has emerged from the shadows once again, and he’s targeting your data! In a brazen attack, he’s stolen your carefully curated data and locked it deep inside his fortified **Azure Vault**. **Your Mission:** You and your team must rise to the challenge, confronting Lord Taart Chart’s wicked ways by solving his **10 Power Query Puzzles**. These devious challenges will test your ability to wrangle, transform, and tame even the messiest of data. Join us at SEI for a reprise of our most popular session from Power BI Days DC 2025, a fiendishly tricky collaborative game developed by our very own John Kerski. In March, Lord Taart Chart will hit the road for his first ever appearance on the national stage at FabCon Atlanta.

🌅 This event marks the beginning of something bigger for our local communities. The Great Mid-Atlantic Bitcoin Meetup is the first-ever gathering of builders, organizers, and freedom-minded thinkers from across the region, coming together to strengthen grassroots networks driving Bitcoin forward in the real world. 👉 [RSVP on LUMA](https://luma.com/tql6d40b) 🗺️ From NYC to North Carolina, from the Jersey Shore to the Shenandoah Valley, local groups are doing incredible work to spread Bitcoin adoption. Now, for the first time, we’re gathering everyone in the Nation’s Capital to swap insights, forge connections, and launch new partnerships. 💡 Expect an evening filled with big ideas, real stories, and special guest speakers from across the Mid-Atlantic. They will share what they’ve learned about community building, merchant adoption, education, and the broader freedom tech movement. 🍔 Come grab a drink & smashburger, meet fellow builders, and help kick off what could become the strongest regional Bitcoin network in the country. The event will be livestreamed across PubKey’s channels so that anyone can join the conversation. **Speakers** [Gerald Glickman](https://x.com/GeraldGlickman) \- Bitcoin Policy Institute / Anchorage Digital [Rick Thomas](https://x.com/RickThomasII) \- 80\-IQ Studios Nick - 757btc Community Jack Minnick - Sovreign Derek Ross ([Nostr Valley](https://nostrvalley.com/)) - Soapbox **Agenda** 6pm - Social/Networking Hour 7-830pm - Live Programming 8:30-10pm - More Networking 👉 [RSVP on LUMA](https://luma.com/tql6d40b) 🍻 Before you close your tab, ask to pay with Bitcoin & get 21% off your entire bill! 🧡 This is a Bitcoin-only event. Everyone is welcome to join, but please leave the altcoin talk at the door. ​**About the Bitcoin District Initiative** ​This event was organized by The Bitcoin District Initiative, a 501(c)(3) nonprofit working to build a grassroots Bitcoin circular economy in Washington, DC through education, business onboarding, and community outreach programs. If you’d like to get involved or support the Initiative, visit [https://bitcoindistrictinitiative.org](https://bitcoindistrictinitiative.org/).

Start at the old train depot. After the run, we'll meet at Mile 20 for a drink! Run starts at 6:45 pm we will head toward Sterling tonight. Run at your own pace out and back. 2 mile runners turn around at Crestview Drive. 3 mile runners turn around at Tamarack Court. 3.5 & 4 - No cross streets in this stretch. You're on your own. :-) 5 mile runners - turn around at Sterling Blvd.

Join Social Sips & Bites for our Wednesday Happy Hour. Great drinks, easy conversation, new faces, familiar faces, and that signature SSB energy that turns a simple night out into something memorable. https://m.ruthschris.com/home/tysons-corner/7341

• What we'll do On https://blackecon101.podbean.com/ Thursdays at 6 pm. discussing the economy....

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

Details Location: Crimson Whiskey Bar (Downstairs Bar, Not Rooftop) The purpose of Thinkers and Drinkers is to facilitate casual but meaningful and interesting conversations with other people in a face-to-face setting. The topics cover a wide variety of issues and are different for every meeting. While conversations may get heated at times, we ask that all members be respectful of each other and refrain from personal insults. Topic: Trust in Institutions Across much of the world, trust in major institutions, including government, media, corporations, courts, universities, and science, appears to be shifting. Surveys often show declining confidence in public institutions, while at the same time people continue to rely on them for stability, information, and coordination. Recent years have included disputed elections, misinformation concerns, public health crises, economic disruptions, and rapid technological change. These events have raised difficult questions about credibility, legitimacy, and accountability. Some argue that skepticism toward institutions is healthy in a democracy, encouraging transparency and reform. Others worry that widespread distrust can weaken social cohesion and make collective problem solving nearly impossible. Major surveys and studies on institutional trust include: • Pew Research Center, Public Trust in Government: https://www.pewresearch.org/politics/2024/04/30/public-trust-in-government-1958-2024/ • Edelman Trust Barometer (annual global survey): https://www.edelman.com/trust/trust-barometer • Gallup, Confidence in Institutions: https://news.gallup.com/poll/1597/confidence-institutions.aspx • World Values Survey, Trust indicators across countries: https://www.worldvaluessurvey.org Historically, periods of low institutional trust have sometimes preceded major reforms or political realignments, while in other cases they have contributed to instability or authoritarian backlash. Understanding when distrust is justified, and when it becomes dangerous, remains an open question. Questions to Consider • What factors most strongly shape trust in institutions, performance, transparency, shared identity, or something else? • Is declining trust primarily a problem, or can it be a healthy corrective? • Are some institutions, such as courts, science, or local government, more deserving of baseline trust than others? • How should societies respond when large portions of the public lose faith in elections, media, or public health guidance? • Can trust be rebuilt once it is lost, and if so, how? • Does technology, especially social media and AI, strengthen or weaken institutional legitimacy?

Let’s hang out and journal together, trade stationary and stickers, and have a good time! Please note, we do not have a reservation, so we will do our best to find some good spots when we get there.

[Profs and Pints Northern Virginia](https://www.profsandpints.com/washingtondc) presents: **“The Everyday Supernatural,”** a discussion of how folklorists and anthropologists view our belief in uneasily explained beings, forces, and experiences, with Benjamin Gatling, folklorist, scholar of belief and everyday religion, and associate professor of English at George Mason University. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://www.ticketleap.events/tickets/profsandpints/nv-everyday-supernatural](https://www.ticketleap.events/tickets/profsandpints/nv-everyday-supernatural) .] Profs and Pints debuts at [Highline RxR](https://www.highlinerxr.com/) bar in Arlington’s Crystal City with a talk that will both teach you and leave you thinking about your relationship with the unknown. Have you ever wondered why people believe in the supernatural? Or where do such beliefs come from and what purposes do they serve? On hand to offer answers will be Benjamin Gatling, who teaches a course on folklore and the supernatural, studies various cultures’ oral traditions, and serves as editor of *Folklorica: the Journal of the Slavic, East European, and Eurasian Folklore Association.* You’ll gain an understanding of how the supernatural isn’t something strange or extraordinary. It’s part of the everyday lives of most people around the world, and it’s fundamental to virtually all cultural traditions. Here in the United States, three out of four people believe in some aspect of the supernatural such as astrology, telepathy, clairvoyance, or communication with the dead. About half attest to having personally had a mystical experience. In discussing the nature of supernatural beliefs, Dr. Gatling will talk about how our experiences are inexact and ambiguous and how we operate on incomplete information. In many ways belief in the supernatural represents an affirmation that human understanding extends beyond empirical observation and that we live in an imprecise, infinite, irrational, and mysterious world. The goal of folklorists and anthropologists studying such beliefs is not to prove or disprove them, but rather to understand various peoples’ lived experiences and gain insight on how individuals make sense of the uncanny around them. Dr. Gatling will talk about such researchers’ findings in terms of how such beliefs are expressed in dream interpretation or the stories people tell about encounters with ghosts or their relationship with the dead. He’ll talk about visits to haunted places and touch upon subjects such as UFO sightings, encounters with the divine, and magic in our everyday lives. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.) Image: A deck of 22 Tarot cards. (Photo by Roberto Viesi / Wikimedia Commons.)

Mimic the great skaters who gracefully carve an ephemeral numeral “8” in the ice—but instead of skates, use the steel wheels of the Metro system! We’ll start at Metro Center, make our way to Ft. Totten on the Red line, transfer (in a very cool way) to the Yellow or Green lines; then go down to L’Enfant Plaza, where we’ll switch to the Blue, Orange or Silver lines to take us home to Metro Center and complete our ”8”. Then off to Potbelly Sandwich Shop for lunch and reflection on our feat!

Social Sips & Bites Presents: A Monthly Culinary Experience **Small Group • Big Flavor • Great Company** We’re kicking off a brand-new monthly food series designed for those who truly appreciate great food and even better company. Each month, a small group of just 10 food lovers will gather at one handpicked spot in the DMV area, chosen for its vibrant flavors, cozy vibe, and overall wow factor. Think hidden gems, chef-driven menus, and memorable bites. This isn’t just about eating out. It’s about sharing a beautiful meal, great conversation, and unrushed time together. Reservations will be made in advance, so you can relax, savor the moment, and connect. Whether you’re a foodie, an adventurer, or just someone who loves a well-plated dish, this is your table.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

**Abstract:** The Advanced Photon Source (APS) is an X-ray light source at Argonne National Laboratory where researchers perform imaging, diffraction and spectroscopy experiments at 68 specialized beamlines. APS recently completed a major upgrade that made it the brightest synchrotron in the world and upgraded many of the beamlines to take advantage of the dramatically brighter, more coherent beam. These new capabilities are increasing the facility’s raw data production from <10 PB/year before the upgrade to >100 PB/year once all instruments are back online. To meet this data challenge, the APS Beamline Data Pipeline project team is partnering with beamline staff to develop and deploy science data pipelines that use a common set of open-source software tools (many written in Python) to link instruments with the Polaris supercomputer at the Argonne Leadership Computing Facility (ALCF) for data processing. This talk will describe the APS data systems, our file-based and streaming pipeline templates, and some of the open-source software we use to extract scientific insights from beamline data. **Audience Takeaway:** Open source Python data acquisition and analysis tools are ubiquitous at the APS. Many of the packages that are mentioned can be found at [https://github.com/AdvancedPhotonSource](https://github.com/AdvancedPhotonSource). This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require **first and last names** of those who RSVP'd by **Feb 11**. Please take the main elevators at the center of the Mart. Attendees will then present their **IDs** when they arrive at the front desk on the 18th floor.

**NEW LOCATION: Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: * 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. * 6:30 to 8:00 pm. Main meeting and presentation(s). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com

**NEW LOCATION: Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: * 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. * 6:30 to 8:00 pm. Main meeting and presentation(s). Lonnie Morgan will be presenting information about the DLT Library. "The Python library `dlt` provides a powerful [REST API toolkit](https://dlthub.com/docs/dlt-ecosystem/verified-sources/rest_api/basic) to ingest data. Combined with our [LLM scaffolds](https://dlthub.com/workspace) and [MCP server](https://dlthub.com/docs/hub/features/mcp-server), you can build a custom connector for any of the 8k+ available sources in 10 minutes by following this guide. Building with LLMs is an iterative process. We will follow this general workflow and give practical tips for each step." See Our [Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production. We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike. **The Lineup:** **11:00 AM \|** **Getting Started with Google Gemini** Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy) Focus: A walk-through of Gemini and multimodal models to boost daily productivity. **11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI** Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy) Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI. **The Perks:** 🎁 Exclusive GDG Swag for attendees! 🍕 Pizza & Soft Drinks (for in-person guests). 🤝 Networking & Q&A with local industry leaders. **Meeting Link:** meet.google.com/wia-ygtn-fmc Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! This is a hybrid event. Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/ or in person at: Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077 *** *** **About the Speakers :** **Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases. **Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\) Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE. Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform. Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer. **Hosted By :** Vaidehi Tripathi, GDG Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.

Thursdays just got smarter (and sassier). 🧠🍻 Join us at TownHall Short North for Trivia Night with Marquis—where the questions are fun, the competition is friendly, and the vibes are immaculate. Grab your crew, sip something good, and prove you know random facts you absolutely shouldn’t.