Spatial Data

**💝 Online Speed Dating via Zoom – Connect with Cleveland Singles Tonight!** Speed dating from home — connect with real Cleveland singles on Zoom. We match you with compatible Cleveland locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - 🎉 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. --- 🎯 **Great fit for:** - 🚀 Anyone who likes connecting online before meeting face-to-face - Busy professionals who don't want to waste evenings ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Cleveland single 📍 **Event snapshot** - 💡 **Format:** Zoom video session – short timed rounds - 🚀 **Location:** Online from home – no need to go anywhere **How the event unfolds** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Cleveland singles. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. --- ✨ Your next match could be one Zoom call away. 🫶 ✨ Lean version: fewer words, same core offer. Everything important, without the extra padding.

Dodgeball is back again! If you’ve been wanting to come out, this is an easy one to join. We’ll be playing for about 1.5 to 2 hours, you do not need to bring any equipment, and no experience is needed. We use a specific set of rules and equipment to make the games run better and keep them fun for everybody, not just people who already know how to play. If it rains, the event will be canceled.

**💝 Meet Columbus Singles Tonight – Hosted Speed Dating on Zoom** A hosted online speed dating experience for Columbus locals. Join from home, get paired with Columbus singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 🎯 **Especially useful for:** - 💡 Singles in Columbus who want to meet people from home - 💡 First-timers new to speed dating 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 🗂 **Quick details** - **Format:** Hosted on Zoom – one-on-one video dates - 🚀 **Location:** Your space – couch, desk, wherever suits you 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What if I'm shy?** --- ✨ Register, take the quiz, and connect with Columbus locals tonight. 🦋 ✨ Quick version: this one gets straight to the point. Everything important, without the extra padding.

Walk for Children - 2026 Save Soil Walkathon in Columbus 🌍 Over 52% of the world soil is degraded and scientists warn we may have only a few decades of fertile soil left. As Sadhguru shares, soil is a living system—and when it degrades, our food, health, and future are at risk. https://www.youtube.com/watch?v=hyT-6qiubd0 🚶‍♂️🌎This Earth Day, Join the Walk for Children-2026 SaveSoil 5K Walkathon here in Columbus and help raise awareness about soil for the future of our children! Every step you take helps: ✔️ 1. Raise awareness in your communities about protecting and restoring soil. ✔️ 2. Supports sustainable food systems. ✔️ 3. Helps secure our children’s future. 📅 Date: April 26, 2026 📍 Location: Scioto Audubon Metro Park Check-in address 400 W Whittier St, Columbus, OH 43215 ⏰ Time: 8:30 a.m. check-in event starts at 9:30 a.m. 👉 Register here: https://www.eventbrite.com/e/walk-for-children-2026-save-soil-walkathon-in-columbus-registration-1986596534713?aff=oddtdtcreator 👉🏼Free and Open to All. Share this message and bring your neighbours, friends & family along to celebrate our planet! Let’s make it happen!

**✨ Online Speed Dating – Real Fort Wayne Locals, Live on Zoom** We pair you by personality and age so every conversation feels natural. Each round is a brief one-on-one Zoom chat with a Fort Wayne local paired by age and personality. A host keeps the pace comfortable. **Register under your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- 🎯 **Especially useful for:** - 🎉 People re-entering the dating scene after a break - Introverts who shine in one-on-one conversations 🗂 **Quick details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** From home – all you need is Wi-Fi and a webcam 🧭 **How the session runs** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Fort Wayne singles. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 💡 **Tip:** Prepare a couple of questions — it keeps the conversation moving. --- ✨ Speed dating from home — easy, fun, and personality matched. ❤️‍🔥 ✨ Compressed version with the essentials only. Fast to read, easy to act on.

Join us for pizza and conversation at Stone Bar & Kitchen 🍕 Good slices, good stories, and plenty of laughs around the table. Come hungry, bring your best conversation, and let’s enjoy a relaxed evening with great company. Extra cheese and extra chatter encouraged! 😄

A movie this big deserves a big dinner! Join us after MICHAEL for fun and delicious dinner at another CMG-favorite restaurant, CAP CITY FINE DINER! RSVPs are limited for the dinner portion of this event! Here are complete details: CAP CITY FINE DINER: This upscale diner from Cameron Mitchell is known its “retro-cool” atmosphere, modern twists on classic comfort food and their “showstopper” desserts! The menu reimagines nostalgic dishes like meatloaf, beef stroganoff, and pot roast with gourmet twists. The menu also offers vegetarian, vegan and gluten-free options with lots of apps, cocktails, salads, sandwiches, burgers (including a black bean veggie burger), the most welcome return of their Veggie Plate (with Hummus) and more. Desserts include their 24K Carrot Cake, Coconut Cake and Chocolate Covered Peanut Butter Pie. MENU: [https://capcityfinediner.com/locations-menus/gahanna/menus/dinner/](https://capcityfinediner.com/locations-menus/gahanna/menus/dinner/) RSVP: Dinner immediately following the movie at nearby CAP CITY FINE DINER! Please RSVP for here for the dinner portion of this event at Cap City Fine Diner. Since the dinner portion of this event is limited, please only RSVP if you plan to attend. If your plans change, please update your RSVP as early as possible. Please RSVP in both events, if you plan to attend the movie and dinner. Look forward to seeing you there, Dan

**✨ Speed Dating on Zoom – Personality Matched for Toledo Locals** For this online speed dating version, the host and the people in the room matter as much as the agenda. The experience is designed to feel guided, welcoming, and social. Ditch the apps. Meet Toledo singles face-to-face on Zoom tonight. Quick, hosted rounds on Zoom with Toledo singles paired to your age group and personality. No awkward pauses — just natural conversation. **Find your age group below:** - 🎉 **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Toledo&groupurlname=circle-of-singles-connecting-in-person&ar=18-32&face_v=1.0) - 🚀 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Toledo&groupurlname=circle-of-singles-connecting-in-person&ar=30-46&face_v=1.0) - ⚡ **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Toledo&groupurlname=circle-of-singles-connecting-in-person&ar=40-58&face_v=1.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- ✅ **You will like this if:** - 🚀 Introverts who shine in one-on-one conversations - People fed up with swiping who want actual conversation - People re-entering the dating scene after a break ⭐ *"So much better than apps. Actual conversations with real people."* – Toledo attendee **How the event unfolds** 1. **Pick your age group** – Register through your link above. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 4. **Speed date** – One-on-one rounds with personality-matched Toledo locals. 📌 **What to know** - **Format:** Zoom video session – short timed rounds - 🎉 **Location:** Wherever you're comfortable – no venue, no travel - ✨ **Host:** Professional host keeping the evening smooth and relaxed 💡 **Tip:** Just be yourself. That's always the best approach. --- ✨ Your next match could be one Zoom call away. � ✨ Short-form version for faster scanning. Built for clarity over length. 🤝 **Community angle** - The host keeps the pace clear and the room welcoming - The atmosphere is guided, social, and easy to join - The structure is designed to help people settle in quickly It is meant to feel like the start of ongoing relationships, not just a single session on the calendar.

**✨ Cleveland Speed Dating – Personality Matched & Hosted on Zoom** This online speed dating event is built around a host who sets the tone, keeps things easy, and helps people feel comfortable from the first minute. Speed dating from home — connect with real Cleveland singles on Zoom. We match you with compatible Cleveland locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=circle-of-singles-connecting-in-person&ar=18-32&face_v=1.0) - 💡 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=circle-of-singles-connecting-in-person&ar=30-46&face_v=1.0) - 🚀 **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=circle-of-singles-connecting-in-person&ar=40-58&face_v=1.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. --- 🎯 **Especially useful for:** - Anyone curious about speed dating in a relaxed setting - ⚡ Singles in Cleveland who want to meet people from home - 🎯 People fed up with swiping who want actual conversation 🧭 **How the session runs** 1. **Pick your age group** – Register through your link above. 2. **Complete the quiz** – Short personality quiz so we can match you well. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 4. **Chat** – Quick timed rounds with Cleveland singles paired to you. 📍 **Event snapshot** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Online from home – no need to go anywhere - **Host:** Live host handling rounds and introductions 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. **Frequently Asked Questions** **What happens after?** Mutual matches are sent out after the event. **Do I need experience?** **What if I'm shy?** --- ✨ Meet Cleveland singles from home. Sign up and we'll take care of the rest. 💝 ✨ Quick version: this one gets straight to the point. Concise by design so people can decide quickly. 🤝 **Community angle** - Repeat attendees help create familiarity and momentum - The atmosphere is guided, social, and easy to join - The community matters as much as the session itself We are building this around repeat faces, good energy, and a community that grows event by event.

**✨ Speed Dating from Home – Meet Indianapolis Singles Live on Zoom** This online speed dating format leans into the human side: strong hosting, repeat attendees, and a sense that the event is part of a growing community. Ditch the apps. Meet Indianapolis singles face-to-face on Zoom tonight. We match you with compatible Indianapolis locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=18-32&face_v=1.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=30-46&face_v=1.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=40-58&face_v=1.0) **⚠️ Heads up — RSVPing here isn't enough.** Register through your age group link below and complete the quiz. Capacity is limited. --- 🎯 **Especially useful for:** - People fed up with swiping who want actual conversation - 🚀 People re-entering the dating scene after a break - Anyone who likes connecting online before meeting face-to-face ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Indianapolis single 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Complete the quiz** – Short personality quiz so we can match you well. 3. **Join on Zoom** – Click the link, jump on, and the host handles the rest. 4. **Meet your matches** – Cycle through short chats with compatible Indianapolis singles. **At a glance** - 💡 **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Friendly host guiding every round **Frequently Asked Questions** **Do I need experience?** Not at all. The host walks you through everything. **Do I need anything besides Zoom?** **Is my info private?** --- ✨ Meet Indianapolis singles from home. Sign up and we'll take care of the rest. 💗 ✨ Lean version: fewer words, same core offer. Fast to read, easy to act on. 🤝 **Community angle** - The host keeps the pace clear and the room welcoming - Repeat attendees help create familiarity and momentum - The community matters as much as the session itself It is meant to feel like the start of ongoing relationships, not just a single session on the calendar.

The May Ohio North Database Training user group meeting will be held on **May 5th, 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/meet/287759659366576?p=kCaammjECnUCvZzEJv)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**: Elections, 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.

**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). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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 Central OH Python at centralohpython@gmail.com

This Monday 4/27/26 at 6:30p we will walking at Thompson Park. The address is 5600 Thompson Rd. We will meet at the shelter house. The walk will be approximately 2 miles on paved trails~Join us if you can.

**💕 Speed Dating from Home – Meet Cincinnati Singles Live on Zoom** Genuine conversations with real locals — all from your living room. You'll cycle through short one-on-one video chats with Cincinnati locals matched to you by age and personality. A host keeps the evening flowing smoothly. **Pick your age group and sign up:** - 🚀 **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- ✅ **You will like this if:** - Cincinnati locals after personality-matched dates - Introverts who shine in one-on-one conversations 🧭 **How the session runs** 1. **Sign up** – Tap the link for your age range above. 2. **Take the personality quiz** – We use it to pair you with compatible Cincinnati singles. 3. **Join on Zoom** – Click the link, jump on, and the host handles the rest. **At a glance** - **Format:** Live on Zoom – guided rounds from your home - 🎉 **Location:** Online from home – no need to go anywhere ⭐ *"The personality matching genuinely works. My matches were spot on."* – Cincinnati local --- ✨ One Zoom call, genuine conversations, real matches. See you there. ❤️‍🔥 ✨ Quick version: this one gets straight to the point. Concise by design so people can decide quickly.

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

**We'll hike 3.4 miles on the Killdeer and Yellowlegs Trails - both out and back gravel trails. If we want more mileage we can repeat an out and back. Pace of around 3.5 mph, no one left behind and those who want to go faster sure can!** **As always optional lunch after.** **This is the second Metro Park in the lineup - with 21 to go (plus more are being added).** **Also I have a conflict and am not available so have asked Karin to lead!**