Data mining

**🫶 Comfortable Online Speed Dating – Built for Newcomers & First Timers!** **⚠️ IMPORTANT: Your RSVP Does NOT Guarantee a Spot!** To secure your place, you **must** register and complete the personality quiz by clicking one of the age group links below. Select your age range, click to register, and complete the quiz. **Spots are limited** – don't wait! **⬇️ Select Your Age Range & Complete Registration:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=kinetic-city-love-rhythm&ar=18-32&face_v=5.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=kinetic-city-love-rhythm&ar=30-46&face_v=5.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=kinetic-city-love-rhythm&ar=40-58&face_v=5.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=kinetic-city-love-rhythm&ar=55+&face_v=5.0) --- 🙌 **Never tried speed dating before?** You're in the right place! Think of it as the easiest first date you'll ever have – from your couch, with a host who keeps things fun, and a room full of Indianapolis singles who are just as excited (and maybe just as nervous) as you. 🎯 **Perfect for:** - First-timers who want a safe space to practice dating skills - First-timers wanting a low-pressure, guided experience - Singles anxious about meeting in person who prefer the comfort of home - Anyone who believes great chemistry starts with great conversation - People returning to dating after a break who want a gentle start ⭐ *"From my couch to a great first date – this is the future of dating!"* – Indianapolis local **How It Works** 1. **Choose Your Age Group** – Find your age range above and click to register. 2. **Answer a Few Fun Questions** – Our quiz helps match you with compatible Indianapolis singles. 3. **Log In & Relax** – Join the Zoom call and let the fun begin. Your host handles the logistics! 4. **Speed Dating Rounds** – Enjoy guided, structured conversations with friendly Indianapolis singles. 5. **Your Results** – Check your matches and take the next step with someone special. **Event Details** - **Format:** Hosted live on Zoom – guided, fun, and stress-free - **Location:** Your favourite spot at home – slippers optional, charm required - **Host:** Seasoned speed dating host with a talent for putting first-timers at ease - **Vibe:** Positive energy, real talk, and authentic connections with Indianapolis locals - **Duration:** Roughly 90 minutes of engaging one-on-one rounds - **Privacy:** Your contact info is never shared without mutual consent - **Atmosphere:** Positive, inclusive, and judgement-free - **Matching:** Powered by our personality quiz for better compatibility 💡 **Note:** You don't have to be perfect. Authenticity is the most attractive quality. **Frequently Asked Questions** **Is my information private?** Absolutely. Your contact details are never shared without mutual consent. **How long are the conversations?** Each round is a few minutes – long enough to feel a connection, short enough to keep things exciting! **Can I attend from my phone?** Yes! Zoom works on any device, though a laptop or tablet gives the best experience. --- ✨ No need to be anxious about meeting in person – find real connections from your own space! Your person is waiting! 🌹 ✨

**🥰 First Timer Friendly Speed Dating – Connect Online, Feel at Home!** **🚨 ATTENTION: RSVPing Here Will NOT Reserve Your Spot!** You need to click the registration link for your age group below, register, and complete the personality quiz to be entered. **Spots fill up quickly** – act now to secure yours! **✅ Step 1: Find Your Age Group & Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=kinetic-city-love-rhythm&ar=18-32&face_v=5.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=kinetic-city-love-rhythm&ar=30-46&face_v=5.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=kinetic-city-love-rhythm&ar=40-58&face_v=5.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=kinetic-city-love-rhythm&ar=55+&face_v=5.0) --- 💬 **Real conversations beat endless texting.** Meet someone tonight! Forget everything you think you know about speed dating. Our online events are relaxed, guided, and perfect for anyone who's never done this before. Just log in from home and meet amazing Cleveland singles. 🎯 **Perfect for:** - Busy professionals who value their time and comfort - Singles who prefer a safe, comfortable online environment - People returning to dating after a break who want a gentle start - Remote workers who love the convenience of online meetups ⭐ *"10/10 would do again. The host was amazing and I actually had fun dating!"* – Cleveland first-timer **Event Details** - **Format:** Online via Zoom – comfortable, low-pressure from anywhere - **Location:** From your living room, home office, or anywhere you choose - **Host:** Your personal guide through the evening – friendly, encouraging, and fun - **Vibe:** A cozy, supportive atmosphere where Cleveland singles open up naturally - **Icebreakers:** Fun prompts provided to keep conversations flowing - **Follow-up:** Post-event match results delivered to your inbox **How It Works** 1. **Sign Up** – Click the registration link for your age bracket above. 2. **Finish the Short Personality Assessment** – This helps us optimise your matches for the evening. 3. **Join the Zoom Event** – Log in from home and meet your host. We'll handle the rest! 4. **Start Chatting** – Short, timed conversations with compatible Cleveland singles. No awkward silences! 5. **Connect After the Event** – Mutual matches are shared so you can continue the conversation. 💡 **Advice:** Treat each round like chatting with a friend. Keep it light, keep it real! --- ✨ You deserve to meet someone amazing – and you can do it from home. We'll see you on Zoom! 🫶 ✨

**🥰 Online Speed Dating Night – Beginner Friendly – Cincinnati Singles Welcome!** **⚠️ IMPORTANT: Your RSVP Does NOT Guarantee a Spot!** To secure your place, you **must** register and complete the personality quiz by clicking one of the age group links below. Select your age range, click to register, and complete the quiz. **Spots are limited** – don't wait! **📋 Choose Your Age Range Below to Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=kinetic-city-love-rhythm&ar=18-32&face_v=5.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=kinetic-city-love-rhythm&ar=30-46&face_v=5.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=kinetic-city-love-rhythm&ar=40-58&face_v=5.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=kinetic-city-love-rhythm&ar=55+&face_v=5.0) --- 😎 **Skip the awkward bar approach.** Try guided online speed dating! This Zoom-based speed dating experience takes the stress out of meeting new people. You'll chat with friendly Cincinnati singles in short, structured rounds – all from wherever you feel most relaxed. 🎯 **Perfect for:** - Singles looking for genuine connections beyond dating apps - Curious first-timers wanting to explore speed dating - Anyone trying speed dating for the first time - First-time speed daters ready to try something new ⭐ *"Way better than any dating app. Real conversations with real people. Loved it!"* – Cincinnati attendee **How It Works** 1. **Sign Up** – Click the registration link for your age bracket above. 2. **Take the Quick Compatibility Quiz** – Help us pair you with like-minded Cincinnati first-timers. 3. **Connect on Zoom** – No setup needed. Just click the link and you're in! 4. **Start Chatting** – Short, timed conversations with compatible Cincinnati singles. No awkward silences! 5. **Connect After the Event** – Mutual matches are shared so you can continue the conversation. **Event Details** - **Format:** Zoom meetup – real-time conversations in a relaxed online space - **Location:** Your favourite spot at home – slippers optional, charm required - **Host:** Expert moderator ensuring every conversation flows naturally - **Vibe:** Low-pressure connections with welcoming Cincinnati singles – fun and easy - **Duration:** Around 1 to 1.5 hours – enough time to meet great people without dragging on - **Privacy:** Your contact info is never shared without mutual consent - **Dress code:** Smart casual – look good, feel good! --- ✨ Real people, real conversations, real connections – all from your living room. 💕 ✨

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads**®**, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

Join us for our inaugural hike of the 2026 season as we hike the first leg of the Big Walnut trail. We will leave from Morse Rd at Hanna Realty and hike 2 miles on a flat paved trail along Big Walnutl creek and looping Academy Park. See you Sunday at 3 pm!

**🌹 Online Speed Dating – No Awkwardness, Just Fun – Great for First Timers!** **⚠️ PLEASE READ: Simply RSVPing Will Not Secure Your Spot!** To join this event, click your age group registration link below, sign up, and complete the short personality quiz. **Capacity is strictly limited** – don't delay! **📌 Register for Your Age Group Here:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0) --- 🌟 **Want to meet real singles without the bar scene?** Welcome! Our online speed dating events are specifically designed with first-timers in mind. Every conversation is guided, every interaction is comfortable, and you never have to leave your home. 🎯 **Perfect for:** - First-time speed daters ready to try something new - Singles who appreciate a guided, hosted dating experience - Anyone who believes great chemistry starts with great conversation - Busy professionals who value their time and comfort - Anyone looking for a fun, structured way to meet new people ⭐ *"Way better than any dating app. Real conversations with real people. Loved it!"* – Detroit attendee **How It Works** 1. **Pick Your Session** – Select the age group that fits you and register your spot. 2. **Do the Matching Quiz** – It only takes a minute and dramatically improves your matches. 3. **Show Up on Zoom** – Grab a drink, get comfortable, and let the host guide you through each round. 4. **Start Chatting** – Short, timed conversations with compatible Detroit singles. No awkward silences! 5. **See Who Liked You Back** – Mutual matches sent to your inbox. Your next chapter begins! **Event Details** - **Format:** Zoom meetup – real-time conversations in a relaxed online space - **Location:** Anywhere with Wi-Fi – your couch, your café, your call - **Host:** Supportive facilitator experienced in helping newcomers enjoy speed dating - **Vibe:** Friendly, no-judgement conversations with singles from the Detroit area - **Matches:** Mutual matches revealed after the event - **Follow-up:** Post-event match results delivered to your inbox - **Atmosphere:** Positive, inclusive, and judgement-free --- ✨ Life's too short for bad dates. Try a great one – from home! 🥰 ✨

**✨ Give Speed Dating a Go – Meet Detroit Singles Live on Zoom!** **⚠️ IMPORTANT: Your RSVP Does NOT Secure a Place!** To confirm your spot, you **must** register and finish the personality quiz using one of the age group links below. Pick your age range, click to register, and take the quiz. **Places are limited** – don't delay! **📋 Find Your Age Range Below to Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Detroit&groupurlname=mosaic-mates-empowered-singles&ar=18-32&face_v=19.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Detroit&groupurlname=mosaic-mates-empowered-singles&ar=30-46&face_v=19.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Detroit&groupurlname=mosaic-mates-empowered-singles&ar=40-58&face_v=19.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Detroit&groupurlname=mosaic-mates-empowered-singles&ar=55+&face_v=19.0) --- 😌 **Dating doesn't have to be stressful.** That's exactly why we built this! Think of it as the most relaxed first date you'll ever have – from your sofa, with a host keeping things lively, and a room of Detroit singles who are just as eager (and perhaps just as nervous) as you. 🎯 **Perfect for:** - People getting back into dating after a hiatus who want a gentle re-entry - Singles searching for authentic connections beyond the apps - First-time speed daters excited to try something different **Event Details** - **Format:** Online Zoom session – intimate atmosphere, professional hosting - **Location:** Right from your home – no need to go anywhere at all! - **Host:** Charismatic host who keeps the mood positive and the nerves at bay - **Vibe:** Laid-back conversations with welcoming Detroit singles from the comfort of home **How It Works** 1. **Register** – Click the sign-up link for your age bracket above. 2. **Take the Personality Quiz** – We’ll pair you with compatible Detroit singles for the best evening possible. 3. **Jump on Zoom** – Your host will greet you and guide you through everything. 4. **Date from Home** – Have real, meaningful mini-dates with Detroit singles – all from your sofa. 5. **Get Your Matches** – After the event, mutual matches are revealed. Start building a real connection! --- ✨ Stop waiting for the ideal moment. This is it. Meet Detroit singles this evening! 💕 ✨

**💓 First Time? No Problem – Online Speed Dating Made Welcoming & Fun!** **⚠️ IMPORTANT: Your RSVP Does NOT Guarantee a Spot!** To secure your place, you **must** register and complete the personality quiz by clicking one of the age group links below. Select your age range, click to register, and complete the quiz. **Spots are limited** – don't wait! **📌 Register for Your Age Group Here:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=kinetic-city-love-rhythm&ar=18-32&face_v=5.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=kinetic-city-love-rhythm&ar=30-46&face_v=5.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=kinetic-city-love-rhythm&ar=40-58&face_v=5.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=kinetic-city-love-rhythm&ar=55+&face_v=5.0) --- 🤝 **Tired of swiping with no results?** Try real conversations instead! Think of it as the easiest first date you'll ever have – from your couch, with a host who keeps things fun, and a room full of Fort Wayne singles who are just as excited (and maybe just as nervous) as you. 🎯 **Perfect for:** - Singles who appreciate a guided, hosted dating experience - Remote workers who love the convenience of online meetups - Anyone nervous about traditional dating scenes - First-timers who want to date without the pressure of face-to-face meetings **Event Details** - **Format:** Online Zoom experience – intimate setting, professional hosting - **Location:** No venue needed – just a comfy seat and a good internet connection - **Host:** Your personal guide through the evening – friendly, encouraging, and fun - **Vibe:** Light-hearted, easy-going speed dates with open-minded Fort Wayne singles **How It Works** 1. **Claim Your Spot** – Choose your age range and complete the sign-up process. 2. **Answer a Few Fun Questions** – Our quiz helps match you with compatible Fort Wayne singles. 3. **Hop on Zoom** – Your host will welcome you and walk you through everything. 4. **Meet Your Matches** – Rotate through fun one-on-one rounds with Fort Wayne singles who share your vibe. 5. **Get Your Matches** – After the event, mutual matches are revealed. Start a real connection! ⭐ *"I almost didn't sign up because I was scared. So glad I did – best decision ever!"* – First-time speed dater --- ✨ Online speed dating perfect for first-timers – meet local singles from the comfort of home. Join us! 💗 ✨

https://www.celebrateherevent.com/ Gather your girlfriends, invite your colleagues, and come ready to connect, grow, and celebrate in a powerful way. Feel free to share with special women in your circles, we would be so gracious. We can’t wait to see you there! Workshops, freebies, music, art, massage, hair tinsel, comp. headshot photo, vendors of all modalities. This Sunday, 12-5pm Edison Venues, Gahanna, Ohio You’re officially invited to join us for Celebrate Her — an empowering afternoon designed to uplift, connect, and celebrate women in business, wellness, and community. March 8, 2026 12:00 PM – 5:00 PM Third Floor (Menlo) at Edison Venues 781 Science Blvd., Gahanna, Ohio Enjoy 50+ vendors, inspiring speakers, interactive workshops, shopping, networking, wellness experiences, and so much more. This is more than an event — it’s an experience created to celebrate HER… and that includes YOU. View event details: [https://www.celebrateherevent.co](https://www.celebrateherevent.com/)m

**💖 Virtual Speed Dating for Beginners – Meet Toledo Singles Stress-Free!** **⚠️ IMPORTANT: Your RSVP Does NOT Guarantee a Spot!** To secure your place, you **must** register and complete the personality quiz by clicking one of the age group links below. Select your age range, click to register, and complete the quiz. **Spots are limited** – don't wait! **🎟️ Age Group Registration Links (Click Yours Now):** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Toledo&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Toledo&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Toledo&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Toledo&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0) --- 🎉 **Ready to try something new from the comfort of home?** Let's go! We've helped thousands of first-timers discover the joy of speed dating from home. Short, fun conversations with compatible singles – it's easier than you think and more rewarding than any dating app. 🎯 **Perfect for:** - First-time speed daters ready to try something new - Curious first-timers wanting to explore speed dating - Singles who prefer a safe, comfortable online environment - First-timers wanting a low-pressure, guided experience **Event Details** - **Format:** Virtual via Zoom – structured rounds in a warm, friendly setting - **Location:** Your cozy space – meet from wherever you feel most comfortable - **Host:** Engaging guide creating a welcoming, pressure-free space for beginners - **Vibe:** Fun, guided conversations that make meeting Toledo singles effortless - **Dress code:** Smart casual – look good, feel good! - **Support:** Our host is available before, during, and after the event - **Duration:** A perfectly paced 60–90 minute event with multiple rounds **How It Works** 1. **Pick Your Session** – Select the age group that fits you and register your spot. 2. **Finish the Short Personality Assessment** – This helps us optimise your matches for the evening. 3. **Hop on Zoom** – Your host will welcome you and walk you through everything. 4. **Meet Your Matches** – Rotate through fun one-on-one rounds with Toledo singles who share your vibe. 5. **Your Results** – Check your matches and take the next step with someone special. 💡 **Insider tip:** Test your Zoom setup 10 minutes early so you feel calm and ready. --- ✨ No need to be anxious about meeting in person – find real connections from your own space! Your person is waiting! 🥰 ✨

**💞 Speed Dating for Beginners – Connect with Like-Minded Singles from Home!** **⚠️ PLEASE READ: Just RSVPing Won't Confirm Your Place!** To attend this event, click your age group sign-up link below, register, and complete the brief personality quiz. **Capacity is strictly limited** – don't wait! **✅ First Step: Choose Your Age Group & Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Cincinnati&groupurlname=mosaic-mates-empowered-singles&ar=18-32&face_v=19.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Cincinnati&groupurlname=mosaic-mates-empowered-singles&ar=30-46&face_v=19.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Cincinnati&groupurlname=mosaic-mates-empowered-singles&ar=40-58&face_v=19.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369&productType=onlineSpeedDating&city=Cincinnati&groupurlname=mosaic-mates-empowered-singles&ar=55+&face_v=19.0) --- 🏠 **Rather connect with people from home first?** Us too! Think of it as the most relaxed first date you'll ever have – from your sofa, with a host keeping things lively, and a room of Cincinnati singles who are just as eager (and perhaps just as nervous) as you. 🎯 **Perfect for:** - People getting back into dating after a hiatus who want a gentle re-entry - Beginners who want to date without the stress of face-to-face encounters - People wanting to meet local Cincinnati singles without stepping outside - Quiet or reserved singles who open up better in private conversations - Singles who value a guided, hosted dating format **How It Works** 1. **Sign Up for Your Age Group** – Pick the session that matches your age range above and finish registration. 2. **Complete the Matching Quiz** – Takes just a minute and significantly improves your matches. 3. **Log In & Get Comfortable** – Join the Zoom call and let the evening begin. Your host handles all the logistics! 4. **Meet Your Matches** – Rotate through enjoyable one-on-one rounds with Cincinnati singles who share your energy. 5. **Match Results** – Find out who you clicked with. If the interest is mutual, we’ll connect you! **Event Details** - **Format:** Live on Zoom – simple to join, private, and newcomer-friendly - **Location:** Wherever you’re most relaxed – that’s your date spot tonight - **Host:** Charismatic host who keeps the mood positive and the nerves at bay - **Vibe:** A cosy, supportive atmosphere where Cincinnati singles open up with ease 💡 **First-timer tip:** Don’t overthink it – just be yourself! That's what people find most attractive. ⭐ *"10/10 would attend again. The host was brilliant and I genuinely had fun dating!"* – Cincinnati first-timer **Frequently Asked Questions** **What if I don't match with anyone?** That's totally fine! Many people attend a few events before finding their match. Each one is a fresh opportunity. **What if my internet drops out?** No stress – our host will help you get reconnected. Technical hiccups happen and we're ready for them! **Can I join from my phone?** Absolutely! Zoom works on any device, though a laptop or tablet tends to give the best experience. **Is my information kept private?** Completely. Your contact details are never shared without mutual agreement. --- ✨ Stop waiting for the ideal moment. This is it. Meet Cincinnati singles this evening! 💘 ✨

**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)

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

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