social network analysis

Come hang out at our in-person Networking Mixer! It’s the perfect chance to meet awesome people, share ideas, and maybe even find your next big opportunity. Bring your energy and a smile – good vibes guaranteed. Don’t miss out on making new connections in a relaxed, friendly setting. See you there!

**RSVP on [Eventbrite](https://www.eventbrite.ca/e/toronto-msp-dinner-meetup-project-service-managers-march-2026-tickets-1982992750698?aff=oddtdtcreator)** to confirm your spot! We're gathering at Alternative Payments' events venue for good food and real conversation about the challenges we all face - keeping projects on budget and on schedule, managing service delivery, coordinating teams, and everything in between. The focus is on connecting with peers who get what you're dealing with day to day. **Alternative Payments** and **SherWeb** are sponsoring the dinner, with tickets by donation to the Toronto Food Bank. Calgary raised $250 - let's see if we can beat that! Your host will be [Wim Kerkhoff](https://ca.linkedin.com/in/wimkerkhoff), founder of [TopLeft](https://www.topleft.team) and two MSPs. **What to Expect** * Dinner at Alternative Payments (on us) * Meet other MSP project managers, service managers, and operations leaders * Talk through shared challenges with project management, service delivery, and team coordination * Actual networking time to connect with people facing the same issues you are **Who Should Attend** Project managers, service managers, operations managers, and anyone at an MSP who's responsible for keeping projects on budget and on schedule, managing service delivery, and keeping teams productive. Feel free to bring others from your organization who'd be a good fit. **Where** Alternative Payments in Toronto (35 McCaul St #300). March 10th @ 5:30pm. Space is limited to keep conversations focused. **RSVP on [Eventbrite](https://www.eventbrite.ca/e/toronto-msp-dinner-meetup-project-service-managers-march-2026-tickets-1982992750698?aff=oddtdtcreator)** to confirm your spot. **About TopLeft** We build project and service management tools for MSPs. We're MSP people ourselves, so we get the daily challenges of balancing service tickets, project work, and keeping teams productive without the chaos. [https://www.topleft.team](https://www.topleft.team)

Please RSVP on our [Eventbrite page](https://www.eventbrite.ca/e/owasp-toronto-march-2026-tickets-1984518199356)! **Mastering Application Threat Detection & Response: A Hands-On Workshop** Elevate your cybersecurity skills with this hands-on workshop as you dive deep into critical application security challenges. In this workshop, you'll work directly in the Contrast Security platform to: * Uncover hidden application-layer threats that bypass conventional defenses like WAFs, EDR, and CNAPP solutions. * Execute real-time threat detection and streamline your response with pre-built runbooks. * Neutralize active attacks with confidence * Defend against zero-day exploits with behavior-based threat detection. This workshop is designed for: * AppSec Professionals * Security Engineers * Software Engineers * DevOps/DevSecOps Professionals * SOC Analysts & Managers

**We're launching a BRAND-NEW event, every Tuesday!** "Eat, drink and meet new people over the chessboard!" Come join us for casual & tournament play in a social chess setting. Open to ALL levels! There's always someone to play & have a chat with. Most attendees don't RSVP on the Meetup, except many more people than you'll see "Attending" 8:15-11 p.m. Kid friendly: up to 9p.m. Casual: All night! Tournament: Starts around 8:15 PM (ends roughly 9:45 PM) come earlier to secure your spot! It’s casual, unrated & you play with a clock! 3 minutes + 2 seconds. We provide all the equipment! **$10 for tournament entrance fee, casual play & fun!** Payment accepted via. cash, e-transfer or at [https://pubchess.shop](https://pubchess.shop) We are so happy to state that this is the 10th year of running pub chess (if you include COVID) and if it weren’t for you all we wouldn't have made it this long 💕♟️

Deeper Connections Disguised as Game Night \| Skip Small talk\. Start Playing\! \| Facilitated Games & "Cards FOR Humanity " Play \#1 Card Game\! #### **😍 Deeper Connections *Disguised* as a Conversation Game Night \~ Curated Community** #### 5️⃣ **Welcome to "Wildcard Wednesdays!"** *Inspired by "Timeleft"* we also curate tables of 5+ people based on your **"Play Personality**" a quiz we created exclusively for our events = Intimate Experience & every week is different depending on the group & games. 🎲 **Board Game ForePlay!** \~ "Choose your own Adventure" **100+ Games** Collection \~ Something for Everyone! Connect based on our different themes ***🃏 BYOB \~ Welcome to Bring your own Board Games/convo cards/tarot deck & Booze***🍺🍹 **[💌 PLEASE](https://www.eventbrite.ca/e/1980401871308?aff=oddtdtcreator) *[CLICK ME](https://www.eventbrite.ca/e/1980401871308?aff=oddtdtcreator)* [TO RSVP ON EVENTBRITE 🎟️](https://www.eventbrite.ca/e/1980401871308?aff=oddtdtcreator)** ### **👩‍❤️‍👨 OUR HOSTESS RAINBOW:** ### **Extremely talented in meeting strangers & also connecting them with other strangers, one of the reasons is because she is an Airbnb Superhost = Strangers in your home - what's more personal then that! This had her realize WOW no matter where were from... "Were Not Really Strangers!"** ### **🤗 WHO IS THIS EVENT FOR?...EVERYONE! :)** * 👩‍❤️‍👨 **SINGLES** & Looking to Mingle? Curated Games "Slow Connection" vs "speed dating" * 🙋‍♀️🙋🏽 **FRIENDS/FAMILY** \~ Fun way to reconnect & deepen friendships in a playful way * 💝 **COUPLES:** New Date Nights vs "Netflix & Chill" Learn something new about your boo * **🌈 ALL-INCLUSIVE \~** Including (& not limited to) LGBTQ2S+ & BIPOC & All Ages/Abilities)

Play some beach and meet cool people

In a diverse, fast-moving city like Toronto, it’s easy to be surrounded by people yet still feel unsure where to start when it comes to making new friends. As adults, our routines get full, circles get smaller, and meaningful connections don’t just happen by chance. That’s why our Fast Friending evenings in Toronto are created with intention — to give you a comfortable, welcoming space to meet others who are also looking for genuine friendships. If you’ve been wanting deeper connections but didn’t know where to begin, this is your place to start. **Book tickets now & save money -** [https://toro14thmarch.eventbrite.co.uk](https://toro14thmarch.eventbrite.co.uk) \*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account. EVENT COST: Early Bird - CAD$ 10 per person Regular Ticket - CAD$ 15 per person Cash at meetup - If you have not purchased your ticket in advance then you can pay CAD$ 20 cash when you meet Sonia at the venue. **Our venue for the evening** \- We have a reserved area where our members can meet each other in a supportive environment\. **Here’s how your evening will flow:** **7:00 PM – Welcome** Arrive at 7:00 PM and be welcomed by your host, Sonia, who will guide the evening and help with introductions. Feeling shy? Come a little early and she’ll ease you into small-group conversations. You’re also welcome to bring a lady friend along for free. **7:30 – 8:30 PM \| Fast Friending** Chat with a new attendee every 3 minutes, ensuring you meet a variety of like-minded ladies and gentlemen. **After 8:30 PM \| Open Mingling** Reconnect with those you enjoyed speaking to and continue meaningful conversations at your own pace \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 21 to 40 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\. \- We are not a 'dating' group\. We are focused on helping ladies and gents meet other like minded ladies and gents\. You will generally find a good gender balance \(maybe not perfect\) at all our events\. **Why do we have tickets?** 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- You can contact our founder Dan on +447715705005 with any questions or ideas. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Here are some videos which will give you some guidance and comfort to make your attendance more productive.** Secrets for socialising at our meetups - [https://bit.ly/44ZdVwx](https://bit.ly/44ZdVwx) Making new friends -[ https://bit.ly/455TsWY](https://bit.ly/455TsWY) How to make people like you instantly - [https://bit.ly/3Vj5PeT](https://bit.ly/3Vj5PeT) Members review - [https://bit.ly/3yHfu6d](https://bit.ly/3yHfu6d)

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Toronto City Brunch Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over brunch. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new restaurants in your city, together. \* Curated lunch venues with good food and vibe. \* If you hit it off with your group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on [Meetup.com](http://meetup.com/) is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.

Smaller group on a small field, recreational, low level, only very small group. It's a smaller field, usually, we play 4 on 4 or max 5 on 5. No subs. Outdoor turf and free soccer event, . The event is none competitive soccer for low levels only, the game should be easy and fun, so we can get little bit sweat while enjoy the weather. This is no contact soccer, We should have have another what's app group of friends joining us on the soccer field, all you need to bring is good spirit and your own water. should be lots parking around the school and it's few mins walk from the subway station, once you get there, we will be gathered on the field. If we cancel the event, I will post on the event board here. If the game is cancelled, I will post on the comment board. This event is sponsored by Harbord Bakery (http://www.harbordbakery.ca/), Bakery on Mavis(http://www.bakeryonmavis.ca/) Brazil Bakery (http://brazilbakerypastry.ca/) Kensington Natural Bakery (http://kensingtonnaturalbakery.ca/) and EJoyCity.ca (https://www.ejoycity.ca/), iBake (http://i-bake.ca/), La Novita Bakery(http://lanovitabakery.ca) Absolute Bakery(http://absolutecafe.ca) they will give 10% off on everything. Simply, just tell them you are here for the meetup event.

***Tickets must be purchased in advance!*** 🔗: [https://www.eventbrite.ca/e/toronto-engineering-energy-infrastructure-networking-event-tickets-1984505642799?aff=ebdsoporgprofile](https://www.eventbrite.ca/e/toronto-engineering-energy-infrastructure-networking-event-tickets-1984505642799?aff=ebdsoporgprofile) Get ready to connect and network with Houston's top engineering, energy, and infrastructure pros at our networking event!

This is our first time hosting this event and we’re excited to create a warm, intimate space for anyone on the journey of self-love and personal growth. Whether you’re exploring your own challenges, celebrating what you’ve overcome, or want to support others, this event is a safe space to open up, share, and connect. There is no judgment here, just reflection and meaningful conversation. Spaces are limited to keep the experience intimate and welcoming. ⸻ Why Attend If you’ve ever wanted a space where being yourself feels natural, this is it. Whether you are an introvert, a social butterfly, or just curious to try something new, the Love & Reflect Social gives you a chance to connect meaningfully, learn from others, and celebrate growth together. This event is designed for anyone on the journey of self-love, navigating struggles, or looking to grow through connection. You will leave feeling inspired, supported, and reminded that personal growth doesn’t have to be a solo journey. ⸻ What to Expect At Love & Reflect Social, we go beyond just meeting new people. You will: • Participate in interactive social games that help break the ice and encourage real conversation • Share personal experiences about challenges you’re facing and celebrate what you’ve overcome • Engage in small group discussions that foster empathy, reflection, and meaningful connections • Learn practical tips and insights from others on how they navigated similar challenges • Experience a safe, structured space that makes it easy to meet new people naturally • Enjoy the cozy, welcoming environment at Creeds Coffee Bar with comfortable seating, music, and an intimate vibe This is a chance to connect deeply, laugh, and feel seen by others who are also exploring self-love and personal growth. Most attendees arrive as strangers, but by the end, you will feel like you’ve known each other much longer. ⸻ Who Should Come This event is for anyone interested in meeting new people, exploring personal growth, and connecting with others in a supportive environment. Ages 19–40 are the usual crowd, but all adults are welcome. This is not a dating event, and respect for all attendees is expected. ⸻ Dress Code Come as you are, comfortable, casual, and expressive. Attendees are expected to treat everyone with respect and contribute to a welcoming, positive environment. ⸻ Hosted By Shahana Syed, Mental Health Coordinator, will guide the activities and facilitate conversations to ensure everyone feels safe, included, and supported throughout the event.

We're excited to bring the community together for an evening of learning and connection! Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security. **Date and Time:** Thursday, March, 12th from 5:30-7:30 pm **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: Building Agentic AI on ELK stack, by **Gleb Gadyatskiy**, Principal Engineer at PointClickCare * 6:30 pm: Q&A * 6:40 pm: "One Does Not Simply Query a Stream", by **Viktor Gamov** is a Principal Developer Advocate at Confluent * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Building Agentic AI on ELK stack"** Story how I built AI Agent using pure ELK + LLM to automate incidents investigations 1. What is AI Agent, ELK and why I decided to build AI Agent using only ELK 2. Building simple AI Agent using pure Logstash pipelines 3. Building advance AI Agent using Ruby plugin 4. Connecting AI Agent to Elastic AI Assistant **Gleb Gadyatskiy** is a Principal Engineer at PointClickCare. He is a part of the Infrastructure Architecture team and describes his role as “the first line in attack and the last line in defense”. Gleb provides support for all teams to aggregate logs from various apps into Elasticsearch, use AI to get insights from logs and actively promotes Elastic stack in PointClickCare. Gleb enjoys outdoor traveling with his wife and two kids in a camper. **"One Does Not Simply Query a Stream"** Streaming data with Apache Kafka® has become the backbone of modern applications. While streams are ideal for continuous data flow, they lack built-in querying capabilities. Unlike databases with indexed lookups, Kafka’s append-only logs are designed for high-throughput processing—not for on-demand queries. This necessitates additional infrastructure to query streaming data effectively. Traditional approaches replicate stream data into external stores: relational databases like PostgreSQL for operational queries, object storage like S3 accessed via Flink, Spark, or Trino for analytics, and Elasticsearch for full-text search and log analytics. Each serves a purpose—but they also introduce silos, schema mismatches, freshness issues, and complex ETL pipelines that increase system fragility. In this session, we’ll explore solutions that aim to unify operational, analytical, and search workloads across real-time data. We'll demonstrate stream processing with Kafka Streams, Apache Flink®, and SQL engines; real-time analytics with Apache Pinot®; search capabilities with Elasticsearch; and modern lakehouse approaches using Apache Iceberg® with Tableflow to represent Kafka topics as queryable tables. While there's no one-size-fits-all solution, understanding the tools and trade-offs will help you design more robust and flexible architectures. **Viktor Gamov** is a Principal Developer Advocate at Confluent, founded by the original creators of Apache Kafka®. With a rich background in implementing and advocating for distributed systems and cloud-native architectures, Viktor excels in open-source technologies. He is passionate about assisting architects, developers, and operators in crafting systems that are not only low in latency and scalable but also highly available. As a Java Champion and an esteemed speaker, Viktor is known for his insightful presentations at top industry events like JavaOne, Devoxx, Kafka Summit, and QCon. His expertise spans distributed systems, real-time data streaming, JVM, and DevOps. Viktor has co-authored "Enterprise Web Development" from O'Reilly and "Apache Kafka® in Action" from Manning. Follow Viktor on X - @gamussa to stay updated with Viktor's latest thoughts on technology, his gym and food adventures, and insights into open-source and developer advocacy. **Location:** Improving Office 171 East Liberty St Unit 235 Toronto, Ontario M6K 3P6 **Directions (171 E Liberty St - Suite 235)** **By transit** Streetcars 504 and 509 both travel close to the office (less than 10 minute walk to the office from either), the lakeshore GO train is also a 5 minute walk from the office. **By car/parking** On street parking is available - there are a handful of paid parking spots directly in front of the entrance - with a large city parking lot across the street. **Entrance** The entrance to the office is beside the Bulk Barn entrance facing Hannah Street. There is an Improving logo on the door.

Please make your reservation on dayofus.com. This is a paid event. DayOfUs brings strangers together for unforgettable dinners. Every week, we curate group dining experiences at great local restaurants — you + five new faces. No awkward planning, no group chats that go nowhere — just good food, good vibes, and conversations that matter. ### **Here’s how it works:** 1. **Take our quick quiz** in the DayOfUs app to share your preferences. 2. **We match you** with a group of like-minded people. 3. **We book the restaurant** — you simply show up and enjoy. 4. **You leave with new friends** (and maybe a new favorite restaurant). ✨ **Not a dating app** – we’re all about human connection and building friendships. ### **Why Join Us?** * **Effortless** – We handle all the planning. * **Fresh every week** – New people, new restaurants. * **Personality-based matching** – Not just random pairings. * **Local & traveler friendly** – Whether you’re new in town or just looking to meet more people. **📅 This listing is for awareness only — bookings are made through our app or website.** ✅ **Join today and get 10% off your first dinner** with code: **MEETUP10** **Download the Day of Us app**: [App Store Link](https://apps.apple.com/us/app/day-of-us-meet-new-friends/id6748222136 "https://apps.apple.com/us/app/day-of-us-meet-new-friends/id6748222136")💻 **Or sign up on our website**: [dayofus.com](https://www.dayofus.com/?utm_source=eventbrite&utm_medium=post&utm_campaign=toronto&utm_content=diningtable "https://www.dayofus.com?utm_source=eventbrite&utm_medium=post&utm_campaign=toronto&utm_content=diningtable") Your registration does not include your individual food and drink purchases. You will pay for your own order. ## **FAQ** **Do I pay here on Meetup?** No — we don’t take bookings here. Please sign up through our app or website to join a dinner. **Is this a dating event?** Nope! Our focus is on genuine friendships and expanding your social circle. **Do I need to come every week?** Not at all. You join whenever you’re free and feel like meeting new people. **Refund Policy** Refunds are available when you cancel at least 48 hours before your scheduled dinner (handled through the app).

**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.

Build your network the fun and productive way! We have had THOUSANDS of amazing connections created at our luncheons over the last 9 years! Join us at the brand new North High Brewing, in Downtown Dublin, every 3rd Monday from 11:30am-1pm! The address is: 56 N High St, Dublin, OH 43017 There is plenty of free parking across the street in the Library Parking lot! All are welcome, and there is no charge for the event. Just purchase your own lunch! Whether you are a new networker, or a seasoned networker, you'll feel welcome from the time you arrive, and leave energized with all of your new connections! Arrive at 11:30am to enjoy some open networking in a very cool location! At 11:45am, everyone will be seated, order their own meals, and get to know their new table-mates! Beginning at noon, we provide the opportunity for all participants to be introduced and welcomed to the group. Having a good conversation and want to stay longer? No problem, we have a private room, so stay as long as you like. We do have a limited amount of space, so RSVP right away and please honor your RSVP! I will keep an eye out and close off the event once we reach capacity. See you at lunch! By attending an event with the CONNECTED Networking Group, Become a Better Networker, and/or Chris Borja, you are granting permission to the CONNECTED Networking Group, Become a Better Networker, Chris Borja, and anyone authorized, to have unlimited right, without charge, to use your likeness in photos, videos, recordings and in all media now known or hereafter created to be used and distributed in perpetuity for promotional and publicity purposes. By attending an event you agree to release the CONNECTED Networking Group, Become a Better Networker, Chris Borja, and anyone authorized, their staff, board of directors, members and their partners from any liability.

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

Let us meet for some end of week catching up