Spatial Data

We are back after a well needed break. This time we are staying in the city for another cafe hopping event. Lets meet outside Queen’s park subway and venture into different directions of downtown and maybe Yorkville. Detailed map itinerary to follow closer to the date. I will let cafes know that we are coming but some cafes can be small or have no washrooms so please plan accordingly and drink responsibly. Haha. Its $2 event to cover the Meetup fee. You can pay using this link: https://buy.stripe.com/bJe00j7KXf3if8caTsdZ605 Thanks and see you all.

Best way to get a hold of us is on our [WhatsApp chat](https://chat.whatsapp.com/Kj63TzHIqYL5hPrRJolhyD), also great way to join a community of amazing like-minded people :) ***Let's Dance!*** ***¡Vamos a bailar!*** ***DJ Geronimo 🎧 will be playing your favorite Salsa 🎵 Bachata 🎶 Chacha 🎵 Merengue hits 🔊 DJ Sweetlike will be jamming in the Kizomba room*** Cover $10 before 7pm - $15 after 7pm - includes: ***Free Bachata and Kizomba Lesson at 6pm (you choose)*** ***Dancing til 10:30pm*** ***\*Casual dress code*** ***\*Bring your own refreshments*** ***👠Please wear comfortable & clean shoes👞*** **Location:** 161 Lakeshore Rd W, @ Mississauga Rd

🌆🚶‍♂️ THE PATH WALK & LUNCH ADVENTURE 🚶‍♂️🌆 Toronto’s Underground City… Let’s Go Get Lost (On Purpose) Did you know Toronto has an entire second city beneath the city? Welcome to **PATH (Toronto)** — a 30-kilometre maze of tunnels, walkways, food courts, shops, office towers, and hidden corners connecting more than 70 buildings in the downtown core. It’s climate-controlled. It’s slightly confusing. It’s uniquely Toronto. And we’re going to explore it together — above ground first, then descending into the urban underworld like the confident city adventurers we are. [NOW Magazine piece](https://web.archive.org/web/20220429041937/https://nowtoronto.com/lifestyle/health/toronto-walk-exploring-the-path-in-winter) about the PATH awhile back. 👉 **Don’t forget to join our WhatsApp group** – [CLICK HERE!](https://chat.whatsapp.com/H59mSCbsAi018gYANrKAnc?mode=ac_t) \*\*\* 🗺️ The Plan We’ll begin at Wellesley Station and start by walking west. Then we’ll head south and eventually make our grand entrance into the PATH system. From there, we’ll continue indoors, weaving our way south through the network — past office towers, hidden corridors, and pockets of unexpected energy — all the way down to **Union Station**. At Union, we’ll head into the food court to grab lunch, sit down, and actually socialize (because that’s the point, right?). Expect lots of conversation, a little “Wait… where are we?” and a whole lot of discovering how this city secretly works. It’s part walking tour, part social hang, part urban exploration. \*\*\* 🌧️ Rain or Shine (Mostly Shine Because… Indoors) T his walk goes ahead rain or shine. The beauty of the PATH? We’ll be indoors for large portions of the route. That said, we’ll start above ground — so dress appropriately. It may be wise to bring a backpack or bag for your coat once we’re inside. You don’t want to be carrying it dramatically over your arm like you’re in a soap opera. \*\*\* 🐾 Important Notes Dogs are not allowed in the PATH system. Service animals are of course welcome. \*\*\* 🧢 Meetup Details 📍 Meetup Spot: Main entrance of Wellesley Station (near the bank of PRESTO machines) 🫎 I’ll be wearing my Moose Hat ⏰ Start time as listed — please arrive on time We’ll begin promptly so we can stay on route. \*\*\* 🎟️ **Meetup Fee:** $5 cash in person **or** e-transfer to 📧 \*\*[mathewmaclean@hotmail.com**](http://mathewmaclean@hotmail.com%2A%2A/) This fee helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖 \*\*\* 🌈 Who Is This For? This group is open to anyone who wants to be social and make friends — whether single or not. We also host: 🎬 Movies 🚶 Walks & hikes 🎭 Arts & culture outings 🍽️ Restaurant meetups There’s always something happening. And remember — you can just show up on the day if you’re unsure about your schedule. \*\*\* ⚠️ A Gentle Reminder Sometimes life throws curveballs and events may need to be canceled — please keep an eye on updates. \*\*\* 👤 Organizer: Mathew Questions? Post on the event wall or email 📧 [torontomoviesandoutings@hotmail.com](mailto:torontomoviesandoutings@hotmail.com) Come for the tunnels. Stay for the laughs. Leave knowing a secret shortcut through downtown that most people still pretend to understand. Toronto has layers. Let’s go explore one of them. 🏙️✨

7.30pm-10.30pm Social Dance Usually more than 50 people join us for a fun Salsa/Bachata night. The best way to end the weekend! You don't need to have a partner or be an experienced dancer. We provide two classes for beginner level and intermediate level. ◾When You Arrive ◾ - Sanitize your hands before entering the dance studio & in between dances, please - Do not come to dance if you show any symptoms of cold/flu ◾ Drop in : $15 ◾ * Every Sunday * 📍39 Glen Cameron Road, unit #1 Thornhill, Ontario From: 7.30 - 10.30 pm Cover fee: $15 at the door We will also be hosting two free salsa lessons and a bachata lesson: (it's included) *6.30pm-7.30pm Bachata L1 by Estephan [small room] *6.30pm-7.30pm Salsa by David [large dance studio] *7.30pm-10.30pm Sunday Social Dancing [large dance studio] * Music: Mostly Salsa & Bachata, some Merengue and a few Cha Cha and Kizomba. Come out and enjoy the night away! * Usually, more than 50 people are attending this social, and people switch partners, so you don't need to bring a partner. 647-504-9876

Let's enjoy a leisurely walk along the **Beltline Trail,** from Castle Frank Station through the scenic paths of the **Mount Pleasant Cemetery** and historic **Evergreen Brickworks**. A unique opportunity to enjoy the outdoors and encounter some local wildlife without leaving the city. Our hike follows an abandoned historic steam rail line and explores the wooded **Don River Ravines**. You will see evidence of the industrial heritage of the area and enjoy the park-like ambience of the **Mount Pleasant Cemetery** (dating from 1873). This cemetery features an arboretum, statues, fountains and botanical gardens and is the resting place for many famous Canadians. We will also visit the popular **Evergreen Brickworks** located just east of the ravine -- a thriving environmentally based cultural centre The former Don Valley Pressed Brick Works was begun by the Taylor family in 1891. Although later sold and renamed, the factory continued to manufacture bricks and became one of Ontario's oldest and longest operating brickworks, finally closing its kilns in 1988. We will take breaks along the way for beverages and/or washroom needs. **Length:** 11 Km. * EVENT CATEGORY: Urban Walk - SCENIC * DIFFICULTY LEVEL: Beginner – All walking/hiking levels welcome! * TOTAL HIKING TIME: 4-5 hours, depending on overall group pace. * WHAT TO BRING: Water (at least 1 L), lunch, snacks, appropriate clothing and footwear, hat, camera, cellphone, cash for personal expenses and/or TTC ride. * POST-EVENT: Refreshments at a restaurant or pub on Bloor St East OPTIONAL (around 5:30 PM). * WEATHER POLICY: In the event of harsh weather, this walk will be cancelled. The hike leader will monitor the weather forecast and notify all registered members at least 24 hours in advance to confirm or cancel the event. **TIMELINE** Travel to Castle Frank Station by car or public transit and meet our group there NO LATER than 2:00 PM. The hike will start promptly at 2:15 PM. **\*\*\* PLEASE, BE ON TIME \*\*\*** We will not wait for anyone after 1:15 PM. It is not okay to join the event or call the Organizer after the event starts at 1:15 PM. ⭐️⭐️ **Event Fee:** $5/ person (only $4 if paid ONLINE) ⭐️⭐️ HOW TO PAY ⭐️⭐️ You may pay the **$5** fee CASH at the beginning of the event, or online via Interac **E-Transfer** (Save $1). * Send payment to: **Walter De Marco** * Email: **thats.walter @ yahoo.com** * E-Transfer security question: **"What is this payment for?"** * Answer: **"Adventure"** * GETTING THERE * Entrance to **Castle Frank Subway Station** \- Bloor St East and Castle Frank Rd\, TORONTO\. ⭐️ **[Google Map](https://maps.app.goo.gl/y51yD4rMDDUfcNo4A)**[ ](https://goo.gl/maps/JFcxSuDqdrcUyXEc8)⭐️ **[>> Click HERE <<](https://maps.app.goo.gl/y51yD4rMDDUfcNo4A)** ===================================== * **DISCLAIMER** During all events, members are responsible for themselves. All events in this Meetup group are planned and operated by organizers with several years of experience. However, we make no claims of being professional guides, and take no responsibility for the outcome of any of our trips or activities.

13.7 km walk from Lawrence Station to Broadview 1 PM Meet at Lawrence station. 1 PM to 2 PM Eat at Good Bite Restaurant, 2463 Yonge St, Toronto, ON M4P 2H6, +1416 483 8432 2 PM to 6 PM walk south along the Don Trail to Broadview station. Route Map With GPX Available for Download: https://www.komoot.com/tour/2775897331

Greetings Bird Lovers, Why do we keep returning to Long Point? The answer is simple. At this time of year, there is no place in Southern Ontario quite like it for the sheer number and variety of birds we can see. Our last few trips to Long Point have been exceptional, and every visit seems to deliver something exciting. On our last two outings, we have saw several Bald Eagles, seen thousands of Sandhill Cranes, and enjoyed literally thousands of ducks. At times, it feels like stepping right into a National Geographic special. The birding can be that good. As spring begins to build, the longer days and milder temperatures make this one of the most enjoyable times to be outside. The first migrants are returning, Red-winged Blackbirds are beginning to sing, and the whole landscape starts to feel alive again. For me, spring is the most exciting season of all, and Long Point is one of those places that never disappoints. Long Point is one of Ontario’s most celebrated birding destinations and is recognized internationally as an Important Bird Area. Birds are present here year-round, but spring is when things really begin to come alive. We will be watching for a wide variety of waterfowl, Sandhill Cranes, Bald Eagles, Red-tailed Hawks, American Kestrels, and whatever other surprises the day may bring. We'll also be making a stop at Turkey Point for a chance to see rare Little Gulls and Bonaparte Gulls. We are also stopping at Ruthven Park, where we have a chance to see Tufted Titmouse and Eastern Bluebird. As always, I will keep an eye on local bird news, and if something unusual has turned up, we may adjust our route to give ourselves the best chance of seeing it. That is part of the fun at this time of year. You never know what might show up. Whether you are a seasoned birder, a newer birder, or a photographer who simply loves being out in nature, this trip is for you. Long Point is a wonderful place to enjoy birds, scenery, and the excitement of spring migration. Binoculars are recommended, and a camera is always a great idea. One of the things that makes these outings so enjoyable is the friendly atmosphere. We always have a fun group, plenty of laughs, and a shared excitement for whatever the day brings. It should be a fantastic day out, and I would love to have you join us. We will meet at the Finch Station Passenger Pick-Up and Drop-Off area at 7:45 a.m. and depart promptly at 8:00 a.m. We expect to return at approximately 5:30 p.m. after exploring several excellent birding areas southwest of Toronto. There is space for up to 3 bird lovers in my vehicle. The cost is $99 plus tax, for a total of $112. To reserve your spot, payment can be made by PayPal or by e-transfer to torontonaturelovers@hotmail.com. If you send an e-transfer, please let me know so I can manually add you to the trip. Important: transportation is provided, and spots will be filled on a first come, first served basis. Come join us for a wonderful spring day of birding, nature, and great company at one of Ontario’s very best birding destinations.

\*\***The Toronto History Walks Yearly Pass is available. Get it now for $125.00 for 1 year of unlimited tours, email** **torontohistorywalks@gmail.com** **for more information or for signing up!\*\*** \*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:** **torontohistorywalks@gmail.com** The West Toronto Junction is back! It has been reworked and a new route explores more of this historic area. Prior to this, the walk crossed Dundas to the north, this tour remains on the southern side and extends to Keele Street and the real industrial heart of the area. One of Toronto's most walkable and fascinating neighbourhoods, and is steeped in history. Located in Toronto's west end, west of Lansdowne Avenue, the area is surrounded on three sides by railway lines: the CNR mainline to the west, Metrolinx to the east, and the CPR east-west line to the north. Dundas Street is the heart and main street of the Junction, but also provides the area with a southern boundary, creating a compact well defined neighbourhood. The village was a centre for industry, and was lined with railway tracks hence the name the Junction. Paint, ceramics, chemicals, and the Ontario Stock Yards were also nearby. Industry gave way to the worker's residences, and by the 1950s the neighbourhood was multicultural consisting of Maltese, Italian, Polish, and Macedonian immigrants. Later, the area became predominantly Portuguese. This area was also an area of churches set in a garden like setting. Now most of the churches have been converted to residences, but we still have them as historic markers of a lost era. This walk is for all fitness levels. The meeting place for our walking adventure is outside the Annette Street Branch of the Toronto Public Library at 145 Annette Street in West Toronto, just a block south of Dundas Street West. This tour has a ticket price of $15.00 per person! \*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:** **torontohistorywalks@gmail.com**

Hello all! Hiking series are back!!! This time, it will be bi-weekly for the next two months. We will have 4 different hikes over the course of the upcoming 2 months ranging from 5 - 7 km per hike. So get your boots, and water, and do some hiking!

Let’s bundle up and brave the cold with a winter stroll at High Park. After that, depending on how hungry (and frozen) we are, we can warm up at one of the cozy cafés or restaurants along Bloor. Hopefully, we’ll end the day feeling full, happy, and proud of ourselves for embracing winter ❄️😊 What to wear & bring: Dress in warm layers, a cozy winter jacket, hat, gloves, and a scarf—bonus points for thermal socks! Waterproof boots with good grip are a must. Bring a small backpack with water, lip balm, tissues, and maybe a thermos with something hot to sip along the way 💵 Cost: $2 (cash or e-transfer to mech.mandeep@gmail.com)

Join your community of fellow Intuitives and MBTI nerds for a casual evening of engaging conversation. We get together every second Sunday – with a mix of regulars and new friends. There is no fee to attend, though we ask that you support the venue by ordering something to eat or drink. **Feel free to contact event host B. via Facebook/Meetup messenger, or text/call 416-712-8635 for directions**. About the venue: The Pint Public House Nearest Subway: Union Station Map / Directions: https://maps.app.goo.gl/G5GfXDSQXeifJ5ot5 We make an effort to find pubs that are quiet and introvert friendly, with a section to ourselves. We make no effort to muffle our extroverts, but should they get out of hand, our resident INTJ will use their death stare, to pull them back in line.

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. 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)

**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: Type Annotations with John Cassidy 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

The April Ohio North Database Training user group meeting will be held on **April 7th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Kayla Boor**. 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/22562814501129?p=w1cSxeUXFTVeIpZiMw)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract **Accidental friends: How a DBA and an SRE worked together to optimize the system.** This session is focused on how to communicate effectively between teams to improve alert fatigue, performance, and observability. \*\*NEW SPEAKER \*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.

Join us for a flat 2.6 mile hike along the Alum Creek Trail from the rear parking lot of the Easton Hilton Garden Inn to the Strawberry Farms Park and back. This scenic trail along Alum Creek is a gem. Come and hike it with us!

Hi ladies. We will meet in front of the Nature Center and head to the two Observation decks. We will then hike Hickory Ridge, Ripple Rock, Overlook and Sugarbush trails to get approximately four miles total distance. We will walk approximately a 18 minute mile pace. Please wear appropriate hiking shoes.