social network analysis

Hey Bayside! ☀️ The Bayside Social is a brand new group for locals who are up for good vibes, new friendships, and getting out to enjoy everything this area has to offer. We've got Friday night drinks, Sunday arvo sessions, outdoor activities, and more on the way. Just a note — this isn't an actual event to attend, but if this sounds like your kind of thing, hit Join and keep an eye out for our upcoming events. We'd love to have you along. See you out there! 👋

Due to popular demand and many requests! We are back at UBQ for a Friday social mid winter meet up from 7pm and it’s FREE! Happy hour 6-8pm + $15 pizzas Show case drag shows from 9pm I’ll meet and greet you on arrival at top of stairs from 7pm. Welcome to get in early. Very casual way to meet and connect with others. RSVP and see you there. ALL welcomed!

Hello 👋 ladies and Gents I will be bringing you Melbourne's hottest event where you can enjoy drinks whilst making friends, this long winter ❄️ Relish exclusive access to The George on Collins, bar which provides Rnb music, live Djs, seating, a dance floor, while enjoying hand crafted cocktails, beers, wine and other wide range of beverages If this is your type of vibe, then come alone to my meetup events in order to….. Meet new people Socialise Enjoy new connections Make new friends Connect with different people Expand their social circle or just find the conversation you’ve been waiting for. Come along and join me for some fun Communication is a form of respect and if u respect the person, you’ll connect to that person as soon as you feel comfortable with them The George on Collins on a Friday night 😀🏙️ (formally known as The Long Room) Free entry before 9pm The meetup will be held at the main front bar (take the stairs down to the venue) Location Address
162-168 Collins street This event will be hosted on Friday the 26th of June , starting at 7:30pm 



Relish exclusive access to The George on Collins. Every Friday night playing your favourite RNB, Latin, & House grooves. 🎶 🎵 🍸 🍺 🍻



The George on Collins info 😃 🏣

The George on Collins is a stunning modern Australian bar in Melbourne's CBD. It’s opulent boudoirs, lavish lounges and the private Short Room. The George on Collins offers a delicious and unique menu selection of East meets West sushi and tapas.

The beverage list is impressive, selection of the world’s finest wines, beers, spirits and cocktails. The George on Collins kicks off the weekend with some of Melbourne’s best DJ’s and is definitely the place to be seen.🍷🥂🍾

 lovely staff, good service, hand crafted cocktails, and a delicious menu

 



What are you waiting for? 🤷‍♀️ 🤷‍♂️

RSVP today in order to participate at The George on Collins. Friday the 26th of June, starting at 7:30pm 🕖

Come along to The George on collins in order to make some new friends, expand your social circle, socialise, connect, and to make memories within the group,

I personally love this venue because the staff workers are friendly and welcoming. 👯‍♂️👩‍💼👨‍💼


Day
Friday 26th of June 🗓

 

Time
7:30pm ⏰ 



Address
162-168 Collins street 📍🏘

 

✅ If u arrive before 9pm , No booking required

✅ Enjoy a range of drinks /food🥂

 

✅ Fun Time/ Dancing RnB music 🎶 🎵

 

✅ Memmories 🧑👨👩🏽👦

 

✅ Connection 👨‍👩‍👦‍👦

 

✅ Friends 👩‍👧‍👧👩‍👩‍👧



 Attention People! Please read carefully ⚠️ 1- Dress Code. 

DRESS CODE: is required to this venue 👕 

Permitted ✅
Gentlemen are required to either wear a long or short collared shirt, chinos, jeans, jacket, leather shoes, or any other type of runner shoes (but must be full black runner shoes)

 

Not permitted 🛑 T-shirts, shorts, hoodies, trackies, thongs, coloured sneakers/running shoes 😳

 



2- RSVP. 

If you’ve RSVPd and you’re intention ISN’T to attend my meetup, please don’t RSVP. 🛑 ✋ -Only Rsvp if you’re actually keen on attending. ✅ Again! Don’t RSVP if you’re not 100% attending. By u Rsvping and not attending, I see it as “playing games”.

IF YOU DECIDE NOT TO ATTEND, CHANGE IT TO “not attending” (ONE HOUR BEFORE THE EVENT STARTS)

 3-Arriving on time or earlier

Try and arrive at the venue as set time to avoid any complications with the bouncers.
Reason being, some people tend to come SUPER LATE (3 hours past the set time🕰 like 11pm 😟 ) and by then, the place gets packed. It’s then up to the clubs policy to refuse that person entry. ⛔️

It’s best to arrive at the venue as set time 8pm or earlier (7:30pm)or just before 9:30pm. Anything past 9:30pm, I find it’ll be hard to get in 

Why it’s important to join meetups ? 😃 🙆‍♀️🙋‍♂️👩‍👩‍👦👨‍👨‍👧‍👧👩‍👦👨‍👨‍👦👨‍👨‍👧‍👧👩‍❤️‍💋‍👩 

It’s in our DNA to connect with people. Let’s face it, we are social creatures and we need to be connected with one another. If you go back to our grandparents, they would be connected in a community (or village) and everyone would know each other.
Nowadays, we no longer live like this because there are big cities and we are continually moving fast, and disconnection has been widespread. This is why connection is important. We need to bring back connection.

 

If you have any questions, feel free to inbox me me a direct message.✌🏽peace Kind regards, Abraham

Winter in Melbourne calls for one thing: wrapping your hands around a hot chocolate (or another warm beverage of your choice) 🍫☕ There's something about the cold that makes you want to slow down, find a warm seat, and connect with people in a cosy setting. And that's exactly what we're doing. Join us for an end-of-week wind-down— good conversations, warm drinks, and maybe a little sweet treat or two. A casual, intimate catch-up for women in Melbourne who want to connect in the most genuine, low-key way possible.

**🍻 The Entrepreneur Club – Last Friday of the Month Drinks** **Not your average knock-off drinks.** Join us for a monthly gathering of entrepreneurs, builders, creatives, and self-starters who believe business is more than just work, it’s a personal growth journey. Whether you're scaling something or just starting out, this is a space to meet others who think like you do. **💬 What to Expect** ✅ Real convos with people building something ✅ A place to bounce ideas, swap challenges, and share wins ✅ Opportunities to give value and get it in return ✅ Chill vibes, no pitches, just smart people in good company You don’t need a title or a polished pitch, just curiosity and the willingness to connect. **🗓 Format** **6:30pm** – Arrive, grab a drink, join a convo **8:30pm** – We wrap, or roll on elsewhere 📍 **The Oxford Scholar** We take over a corner of the bar (Back Bar or Atrium), look for the crew with ideas in one hand and a drink in the other. **🎯 This is for you if** * You want more entrepreneurial people in your life * You’re building something, or want to be * You care about growth, not just small talk Bring a question. Bring a challenge. Bring your curiosity. Last Friday of every month. Let’s make it count.

**AI-Assisted Vulnerability Research: Building a Binary Audit Agent - kdz** Vulnerability research on closed-source binaries is slow, specialist work. It means pulling an executable into a disassembler, recovering its structure by hand, tracing attacker-controlled data flows, and proving that suspicious code fragments are reachable and exploitable. What if an AI agent could help drive that entire pipeline? This talk walks through my attempt to design such an agent using a custom Claude Code plugin (very much a work in progress and a learning opportunity for me). The agent orchestrates a workflow that follows a target end to end: QA'ing the decompilation, sweeping for dangerous code, reasoning over the code to build a whole-binary flow map that traces attacker-controlled input through to dangerous operations, and then attempting to craft and verify a payload that actually triggers the bug. **Location** Room 080.02.002 at RMIT (Building 80) - 445 Swanston St, Melbourne **Discord** [Discord Invite](https://discord.gg/2qcaxce8Mw) [Discord Event Info](https://discord.com/events/1347056412529791047/1477841544907325591)

Join us for an afternoon designed to help people slow down, disconnect from screens, and genuinely connect with others in a relaxed and welcoming space. After a successful community dinner with 50+ attendees, we’re bringing people together again. This time, for **The Offline Social** run by 100 Coffee Movement x Social Threads - a simple idea built around board games, conversation, and meaningful human connection. We’ve secured a beautiful heritage church space in South Melbourne just for this event. It’s a calm, unique venue that creates the perfect atmosphere to step away from everyday noise and be present with others. Throughout the afternoon, we’ll be playing old-school board games and running light, social connection activities designed to help friendships form naturally. There’s no pressure to perform or network - just easy conversation, shared laughs, and organic connection. Whether you come alone (most people do) or bring a friend, you’ll be welcomed into a friendly, inclusive environment. **Details:** * 📅 Saturday 27th June * 🕒 3:00 - 6:00pm * 📍 South Melbourne Uniting Church (325 Dorcas St, South Melbourne) * 🎟️ $5 per person (covers snacks, platform fees, and event costs) * 👥 Limited to 100 attendees Ticket link: [https://events.humanitix.com/the-offline-social-100-coffee-movement-x-social-threads](https://events.humanitix.com/the-offline-social-100-coffee-movement-x-social-threads?_gl=1*1rot4yq*_gcl_au*NjA1NDI0NTQ2LjE3Nzk2NjIyODYuNTEwMDA1NDg4LjE3Nzk3MDM2NDQuMTc3OTcwMzY0NA..*_ga*OTA3OTM5NzM0LjE3NzE0NTg5NDE.*_ga_LHKW5FR9N6*czE3ODE0Nzg2NTgkbzM4JGcxJHQxNzgxNDc4ODIwJGo1NCRsMCRoMA..) We understand that cost of living can be difficult - if the ticket price is a barrier, please reach out and we’ll happily support you so you can attend. You’re welcome to drop in anytime during the session. Come unplug, slow down, and connect in real life.

Join us for a relaxed and welcoming “Coffee & New Friends” meetup, the perfect opportunity to unwind, enjoy a great cup of coffee, go for a walk and connect with new people in a friendly, low-pressure environment. Whether you’re looking to expand your social circle, have meaningful conversations, or simply get out of the house, this is a space where everyone is welcome. Come as you are, grab a drink, come for a walk and leave with new connections. To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate. https://apps.apple.com/au/app/besocial/id6759604739 https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co, or let the event hosts know on the day.**

# 🌟 *Breat Procrastination and Staring at The Crowd When at Social Events with Taking a Minimum Viable Step!* Do you want to feel confident stepping into group conversations, knowing exactly what to say, when to say it, and how to build momentum naturally? Do you want a clear structure that makes socialising feel *doable*, while still allowing real, organic, human connection? This session blends **structure with spontaneity**, so you can practise social confidence in a way that actually works for your brain. # 💬 WHAT THIS SESSION IS ABOUT This is a **guided practice lab** for group interaction. Instead of guessing what to say, you will work with: • specific topics chosen by the group on the day • simple, powerful questions to guide conversation • structured rounds that make it easier to start and continue interactions You are not performing or “being social” on command, you are learning a **repeatable process** that helps you enter conversations naturally and build depth from there. The structure gives you clarity. Your responses stay *real, personal, and fully your own.* # 🧠 WHY THIS WORKS ## *Minimum Viable Steps (MVS)* Starting conversations is often the hardest part. So instead of forcing yourself to “be social”, we focus on: ### *Minimum Viable Steps (MVS)* Small, achievable actions like: • approaching a group • listening for context • asking one simple question • sharing one small response These steps reduce overwhelm and help you build momentum naturally. You are not powering through, you are **following a chain of small wins** that lead into flow. # 🔄 HOW THE SESSION RUNS This session is structured into **timed rounds (approx. 8 minutes each)**. Each round gives you a clear, simple objective. ## 🔹 *Structured Group Rounds* • You will begin in small groups with a defined topic • Each round includes suggested questions to guide interaction • You are free to respond in your own way, nothing scripted ## 🔹 *Rotations* At the end of each round: • two people rotate out of each group • each joins a different group This creates: • clarity on where to go next • repeated practice starting new conversations • exposure to different dynamics and people *No guessing. No awkward hovering. Just clear next steps.* # 💡 TOPICS & QUESTIONS At the start of the session, we will: • gather topics participants are genuinely interested in • write them down and use them throughout the rounds Each round will include **simple, open questions** related to the topic, designed to: • spark conversation easily • create direction without rigidity • allow natural sharing and depth You follow the structure, but what you share is always your own. # 🌱 WHAT YOU WILL PRACTISE • starting conversations decisively (again and again) • entering groups with clarity instead of hesitation • listening before contributing • asking simple questions that open conversation • building flow through small, manageable steps • rotating between groups with confidence • staying present without overwhelm Over time, this becomes **automatic**. # 📝 BEFORE & AFTER At the beginning: • you will complete a short reflection on meaningful connection in your life At the end: • you will share what worked, what did not, and what could be improved This helps shape future sessions based on what actually supports you. # 👋 A NOTE FROM THE FACILITATOR This is not about being the most confident person in the room. It is about learning a structure that helps you: • take action • reduce overwhelm • build real connection step by step You do not need to get it perfect. ##*** You just need to take the next small step.***

Join us for “Real Talk Night” a deeper, more meaningful kind of meetup built around prompt-based conversations. Each session features thoughtful questions designed to spark honest discussions, fresh perspectives, and genuine connection. This is a space to go beyond small talk, share experiences, and be heard in a supportive, respectful environment. You can participate as much or as little as you like — whether you’re opening up or simply listening, you’re welcome here. To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate. https://apps.apple.com/au/app/besocial/id6759604739 https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co or let the event hosts know on the day.**

**\-\-\- \*New\* Follow Us & Get Update On Instagram \-\-\-** [www.instagram.com/kudos2friends](http://www.instagram.com/kudos2friends) We will meet at the starting point. Then walk towards Docklands to one of the popular coffee places. We will stop for a coffee and finish off at the Southern Cross Station. Dress for outdoor walk. Come along & simply say, "Hi, it's my first time joining the group event." or ask the organiser to introduce you. If you enjoy the conversations, take the imitative to invite others to hang out over a bite/ drink after. **\-\-\-** **Coming with a +1 guest** **\-\-\-** You are welcome to come along with a guest to join the walk. Please register a +1 guest at RSVP. **\-\-\- Running Late \-\-\-** If you are running late, please message at least 30 mins in advance. We will wait up to 15 mins before heading off. We won't be able to keep track of messages once we start. **\-\-\- RSVP / Change of Plan \-\-\-** Change of plan or decide not to attend is absolutely okay. Please do update your RSVP to "NO", so others can have the opportunity to attend. **\-\-\- Intro \-\-\-** Kudos 2 Friends is a Melbourne based community created for individuals who are looking to expand their social circle and form long term friendship overtime. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, hiking, sporting, chilling, etc. Above all, we’d like to celebrate the importance of friendships. So if you are looking to expand your social circle and explore new adventures and venues in Melbourne, come join us! **\-\-\- Heylo App \-\-\-** We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please download the Heylo app from the App store and let the organizer know if you would like to be added to the Heylo Group at the event. We will send an invite to attendees to the group. (give us some time) **\-\-\- Rules \-\-\-** Admin will only add members to the group with a clear profile picture. (No hidden behind sunglasses, masks, drawings) **You might be removed from the group in the case of…** * no show * without a clear profile picture * anti-social behaviour (i.e. acts rude / disrespectful regularly) * take advantage of individuals for personal gain(s) **\-\-\- Privacy \-\-\-** Do not disclose your contact number in this post comment. We will delete your comment/info as soon as we see it to protect your privacy.

## 🌿 **Kismetrix Singles Social Run/Walk + Coffee – TAN Track** [Register Here](https://www.eventbrite.com.au/e/jun-28-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1990218749856?aff=oddtdtcreator) 📅 **Date: Sunday** 26th of April 🕘 **Time:** 10:00 AM – 11:30 AM (please arrive by 9:45 AM) 📍 **Meeting Point:** Royal Botanic Gardens Visitor Centre 🏃 **Route:** TAN Track loop through the Royal Botanic Gardens 📏 **Distance:** Approx. 3–4 km (relaxed social pace) Or Walk 🎽 **Dress Code:** Comfortable activewear or casual running clothes ## **About the Event** Looking to meet new people, get active, and enjoy great company — without the pressure of a dating event? The **Kismetrix Singles Social Run or Walk + Coffee** is a relaxed, feel-good experience for singles who enjoy movement, nature, and meaningful conversation in a warm, welcoming environment. We’ll run at an easy, conversational pace around the iconic **TAN Track**, giving you plenty of chances to chat, laugh, and connect with different people along the way. There’s no racing, no awkward icebreakers — just a friendly group of singles sharing a beautiful morning together. After the run, we’ll walk back as a group and enjoy **optional coffee and mingling at the Visitor Centre café**, where conversations can continue naturally and comfortably. Many guests tell us these events feel more like meeting new friends — with a spark of something extra. ## **Who It’s For** ✨ Singles who want to meet people offline ✨ Adults 18+ across a wide range of ages (20s to 60s+) ✨ People who enjoy light running, jogging, or active social experiences ✨ Anyone looking for community, confidence, and connection **Singles only. Adults only. No children or dogs.** This helps keep the space relaxed, focused, and socially comfortable for everyone. ## **What to Bring** * Water bottle * Comfortable running or walking shoes * Sunscreen / hat * Light jacket (weather can change) * Positive energy and an open heart 💛 ## 🎟️ This is a **free community event**, with **optional donations** to support the Kismetrix community. While many of our curated singles events are ticketed, this run is part of our **open community series**, created to make connection, movement, and belonging accessible to everyone. Your support helps Kismetrix continue building safe, welcoming spaces where real human connection can grow — romantically or platonically. ### **Hosted by:** **Kismetrix \| True Connection** Because real love starts with real connection. ### **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **[social@kismetrix.com.au]()** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 **Follow us on Instagram:** [https://www.instagram.com/kismetrix_/](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") **, Facebook & Eventbrite** 🤝 **Collaborations: [collabs@kismetrix.com.au]()** ### **📄 Important Notice** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\. Some events may be non\-refundable as stated in their individual descriptions\.

Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week. You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring. Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell. **This month** Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads. **What to expect** Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM. **Who this is for** Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Second Monday of every month * 12:00 to 1:30 PM * Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219 * Order lunch and drinks at the counter when you arrive * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)

Our next much-awaited **COLUMBUS** meetup is **Tuesday June 30th from 7-10 pm EST at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new ones! Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect. Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!

Come to happy hour with me! We can get drinks and get to know each other.

**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.** How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently? Then we will go into a topic discussion. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **COMMUNITY AGREEMENTS** \*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\* 1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group. 2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another. 3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up. 4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space. 5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable. 6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

**[Official registration site --> https://luma.com/du41v0tg](https://luma.com/du41v0tg)** **[You must register and will receive an approval/confirmation](https://luma.com/du41v0tg).** We’re taking HustleBus from Columbus to **Black Tech Week in Cincinnati** for a high-signal, founder-only experience focused on community, collaboration, and momentum. ​ **Why Black Tech Week?** ​Black Tech Week is one of the best rooms in Ohio to meet builders, operators, investors, and ecosystem leaders. Expect meaningful connections, great energy, and programming that spotlights founders and what’s being built. ​ What’s included (thank you to our sponsors Huntington Bank, Burton D Morgan Foundation, and Lightship Foundation) * ​Founder-only HustleBus transportation (free) * ​**Black Tech Week ticket comped** for HustleBus participants (must register with code) * And much more! There are limited seats on the Hustle Bus, so if this sounds like something you want to get in on, register today * Learn more and Register here --> [https://luma.com/du41v0tg](https://luma.com/du41v0tg)

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)