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CBusData: The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
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.
Data & Analytics Wednesday - The Data-Driven Brand
**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)
IxDA Chat ‘n Pancakes
Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty.
Join the local UX and Digital Design community for a casual monthly breakfast.
Look for us upstairs!
Detroit, Michigan, USA Neighborhood Speed Dating
**💞 Detroit, Michigan, USA Zoom Speed Dating – Matched by Age & Personality**
A simple, fun way to meet local singles without leaving the house. Join from home, get matched with Detroit, Michigan, USA singles your age, and have real conversations on Zoom. A host runs the whole thing so you can just relax and chat.
**Register for your age group:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Detroit%2C%20Michigan%2C%20USA&groupurlname=rose-quartz-singles&ar=18-32&face_v=6.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Detroit%2C%20Michigan%2C%20USA&groupurlname=rose-quartz-singles&ar=30-46&face_v=6.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Detroit%2C%20Michigan%2C%20USA&groupurlname=rose-quartz-singles&ar=40-58&face_v=6.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Detroit%2C%20Michigan%2C%20USA&groupurlname=rose-quartz-singles&ar=55+&face_v=6.0)
**⚠️ Your RSVP doesn't confirm a place.** Click your age group link below, register, and take the personality quiz to secure your spot. Limited places.
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🎯 **Perfect for:**
- Anyone who prefers connecting online before meeting in person
- Singles in Detroit, Michigan, USA who want to meet locals from home
- Detroit, Michigan, USA locals looking for personality-matched dates
- People getting back into dating after a break
**Event Details**
- **Format:** Hosted on Zoom – one-on-one video rounds
- **Location:** Anywhere you're comfortable – no venue, no commute
- **Host:** Friendly host who guides each round
- **Vibe:** Friendly and low-pressure – just real chats with Detroit, Michigan, USA locals
- **Tech:** Zoom, webcam, and decent Wi-Fi
- **Matching:** Based on personality quiz results
- **Privacy:** Contact details only shared on mutual match
**How It Works**
1. **Register** – Pick your age group above and sign up.
2. **Do the matching quiz** – Helps us find your best matches for the night.
3. **Get on Zoom** – Join the call and your host will guide you through.
4. **Meet your matches** – Rotate through quick chats with compatible Detroit, Michigan, USA singles.
5. **Get matches** – Mutual matches revealed after the event.
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✨ Your next match might be one Zoom call away. 🌹 ✨
Evolve Synergy: Westerville Chapter
At Evolve Synergy Sessions, you'll be part of a supportive mastermind where we share challenges, brainstorm solutions, and inspire one another to take bold steps in our businesses. Grow your network, gain fresh perspectives, and build meaningful relationships with like-minded women who are committed to success. Whether you’re looking to move the needle in your business or simply need a space to connect and recharge, this is the perfect place to fuel your entrepreneurial journey.
[Add Event to Calendar](https://evolvecolumbus.eventcalendarapp.com/)
\*\* Please note, we will be arriving around 8:15a for open networking! Get there early and get connected!
Contact Alexis Morley at [alexis.morley@edwardjones.com](mailto:alexis.morley@edwardjones.com) or Terri Lawson at [terri.lawson@e-merge.com](mailto:terri.lawson@e-merge.com) for more information.
Central Ohio Radio Enthusiasts - WiFi HaLow: Introduction and Practical Use
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected.
This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**.
Details are are [core.radio](https://core.radio).






