Open Government Data

Traer mat y buena onda

**VIVETHINK • International Language Exchange Party + Pub Crawl 🌎** Check our instagram: [@VIVETHINK ]( instagram.com/vivethink) Welcome to VIVETHINK\, the most international experience in Santiago \| Party with locals and travelers from all over the world\. We meet every Friday and Saturday night to practice languages, make friends and party together with themed parties. FRIDAY FEBRUARY 20th / SATURDAY FEBRUARY 21st PARTY TOPIC: 2026 is the new 2006, I was emo too**🤘** **🕗 8:00 PM – 11:00 PM** Language Exchange + Party Games During the first part of the night you will enjoy: Language exchange (All languages) Karaoke 🎤 Chilean welcome drink, snack or mystery gift 🎁 Board games, ping pong, billiards & table soccer Video games & fun party games Perfect to break the ice, meet locals and people from different countries. **🕚 11:00 PM – 4:00 AM** International Party + Pub Crawl (All included) After 11:00 PM, the night continues with: International party 🎉+ Pub crawl to the best clubs in Santiago (All club entries included) Free drinks during party games + Party gifts 🌍 Tourists & travelers are very welcome 💳 Pay at the door (cash or card) Price: $20.000 CLP per person (or equivalent in USD) ✨You can pay half the price for the first experience from 8:00 pm to 11:00 pm, and then the rest if you want to join the party. 🎁 BONUS for International travelers Just by joining the event, you also get: 1 FREE Spanish, English or Portuguese lesson +Discounts on the best tours, restaurants and accommodations in Santiago, you get better prices thanks to our partnerships just for international travelers. Are you ready for one of the most international nights in Santiago? Search for VIVETHINK and see what other travelers say about us 🌎

Traer mat y buena onda

English (scroll down for Spanish).... run on empty streets with FitFam! All levels are welcome! When: Thursday at 6:30am. Please arrive at 6:25am to find the group and begin the run promptly at 6:30. Español..... Trotar por las calles vacías con FitFam! Todos los niveles son bienvenidos! Cuando: Jueves a las 6:30am. Por favor llegar a las 6:25am para encontrar al grupo y así partir puntualmente a las 6:30.

**Location: *Somewhere central TBD (i.e. Providencia or something)*** Join RemoteCasa for Nomad Brunch Club in the vibrant heart of Santiago! We're gathering at a local restaurant for a laid-back Sunday brunch. This is the perfect opportunity for digital nomads, locals, and travelers to connect, share stories, and enjoy some delicious food. Whether you're a seasoned traveler or new to the nomad lifestyle, come hang out and make some new friends in this lively community. Remember, you pay for what you eat and drink, so feel free to indulge as much or as little as you like. See you there! Meet other Nomads on our WhatsApp community, [join here](https://chat.whatsapp.com/KrTSJxJBh6iJC06FSLzRgm).

Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church. Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario. What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.) Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.)

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

The March Ohio North Database Training user group meeting will be held on **March 3rd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### **Data Cleansing using Data Bricks** Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

**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

Come join us at [Natalies](https://nataliesgrandview.com/) in Grandview for a free Happy Hour show. **The doors open at 5:00 pm.** Tonight is Sirens, an all girl rock band. This club has a great vibe with drink and eats specials. **The show runs from 5:15 pm - 6:30 pm.** There is no admission charge, but tips for the band are strongly encouraged. ***RESERVATIONS ARE FOR A 8-TOP; overflow can sit at the bar, lean in, or find available all season patio seating. MEMBERS ONLY, please. No guests.*** *(I have to pay for no shows. If you cancel late or no show, you may be temporarily removed from the group)*

The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event. Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk. Our March speakers are Molly Gaines and Zack Parrish, co-organizers of the Secular Education Association: They will share their story of how a small group of Ohio parents grew into a national organization tracking released-time religious instruction and other church–state issues in public schools. The presentation will cover SEA’s early wins and hard lessons, what we’re seeing nationally right now, and how local advocates can play a meaningful role in protecting public education. Attendees will leave with a clearer understanding of the landscape — and practical ways to get involved. Going forward our meetings will be hybrid. You can meet us in-person or attend online Join Zoom Meeting [https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1) Meeting ID: 878 3656 4953 Passcode: 760812 One tap mobile +19292056099,,87836564953#,,,,\*760812# US (New York) +13017158592,,87836564953#,,,,\*760812# US (Washington DC) The formal presentation will start at noon

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/