Threat Analysis

Drinking & Networking in Brussels. For newcomers, temporary in town - couch surfers and regulars to meet & socialize. What a better day to start the week than drinking & socializing starting on Monday evening?

Want to feel more confident when speaking in public – in any language? Do you live in Brussels and speak Spanish, but often find yourself switching to English or French at work? **Armada Toastmasters** is the perfect place to practise expressing yourself clearly and confidently – whatever the language. We are a bilingual Toastmasters club where communication and leadership skills grow together – in a fun, supportive setting. Next meeting: Second Monday of the month 19:30 – 21:00 Elzenhof, Kroonlaan / Avenue de la Couronne 12, Elsene / Ixelles (Room 2.1) Why join Armada Toastmasters? ✔️ Practise public speaking with prepared speeches and impromptu exercises ✔️ Improve your communication and leadership skills ✔️ Receive constructive feedback in a positive environment ✔️ Meet a vibrant, multicultural community – many of us speak Spanish too! Meetings are in English – but we celebrate linguistic diversity. Whether you’re new to Toastmasters or a seasoned speaker, you’ll find space to grow at your own pace. Guests are always welcome – no pressure, just participation. Interested? RSVP on Meetup and come experience Toastmasters for yourself! **ESPAÑOL** ¿Hablas español y vives en Bruselas? ¿Te gustaría mejorar tu forma de hablar en público, también en inglés? En **Armada Toastmasters** te ayudamos a ganar confianza al hablar, ya sea para una reunión de trabajo, una entrevista o una presentación. Somos un club bilingüe donde podrás practicar habilidades de comunicación y liderazgo en un ambiente amistoso y multicultural. ¡Muchos de nosotros también hablamos español! Próxima reunión: segundo lunes del mes 19:30 – 21:00 Elzenhof, Kroonlaan / Avenue de la Couronne 12, Elsene / Ixelles ¿Por qué unirte a Armada Toastmasters? ✔️ Practica discursos preparados y ejercicios improvisados ✔️ Mejora tu expresión oral y tu capacidad de liderazgo ✔️ Recibe feedback constructivo y motivador ✔️ Conoce personas internacionales que, como tú, quieren crecer Las reuniones son en inglés, pero celebramos la diversidad lingüística. No importa si eres principiante o ya tienes experiencia: aquí puedes avanzar a tu ritmo. La entrada es gratuita para los invitados. ¿Te interesa? Apúntate en Meetup y acompáñanos en una próxima reunión.

EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! [Schedule](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Rue Brialmont 7, Brussels Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! [Horaire](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Rue Brialmont 7, Bruxelles Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)

Do you want to become a confident public speaker? To communicate better and connect? And have fun? Come and join Atomic Toastmasters. You'll find a supportive learn-by-doing environment. It doesn't matter if you are an experienced speaker or if you are a guest. We are there to support you, to make you feel good about yourself and to help you learn in a way that's fun. We have lovely Table Topic sessions (impromptu speeches) and 3 to 4 prepared speeches. Through practice, peer evaluation and educational tools, we learn how to present our messages effectively, concisely and professionally. And.. we are excited to welcome you on Monday. Entrance free on the first Monday of the month. Atomic Team

Let's play with a lot of animals at KAVANGO. https://boardgamegeek.com/boardgame/387515/kavango "Travel to the vast wildernesses of Southern Africa and step into the role of a Conservation Expert. Embark on a re-wilding journey as you transform your own unique landscape into a thriving nature reserve. Over three fast-paced rounds of simultaneous turns and card drafting, you will build a flourishing ecosystem. As you grow your nature reserve, you must complete research tasks to earn money to invest in protection and provide a haven for vulnerable and endangered animals. As the game progresses, your choices become harder and your strategy more complex as you aim to build the highest scoring nature reserve. ***Kavango*** is deeply thematic and is thoughtfully designed to be a modern and realistic view of conservation in southern Africa. With 160 unique species cards, 45 research cards, 10 conservation experts and 5 landscape boards, there is huge variability to reflect the incredible biodiversity of Kavango." *—description from the publisher*

WHAT we play. As you know, we have two events, one more for social games on Thursday and another for **strategic games** on **Monday**. Depending on what people bring, we may play brainy games, not limited to chess and classic games. So, feel free to bring other ones. And this is only indicative. Some games like Decrypto fit both events, **and if people feel like playing a social game on Monday or a more strategic one on Thursday, they are free to do so.** WHERE. Because we have many strategic players on Monday and these games take longer, we moved to a café closing much later than the previous one. CHATBOX USE. In the event chatbox, you are invited to discuss the games you bring and want to play for this session. The idea is to gather people around game tables beforehand. Of course, it's also possible to show up and arrange this after the introduction round, which starts at 7h15. HOST. If you want to become a host and have your board game event for a specific game with a small group of people or in another place, Great! Let me know, and I'll help you set up your event with this group. Hosts don't pay fees. TIMING: Because strategy games are often longer, we gather at 7 pm and start at 7:15. So, those who play long games can have 3 hours and 30 minutes for their game. You can come later, but you may have to wait before joining a game. WHERE. We play upstairs. Ask which room at the bar downstairs. DRINK. You have to order a drink at the bar, pay for it, and come up with it. **PLEASE TAKE NOTE THAT, UNFORTUNATELY, THE AUTOBUS ACCEPTS CASH ONLY.** EVENT REGISTRATION. Please register to allow us adequate venue planning. IN CASE OF A WAITLIST. Please, out of respect for people on the waiting list, don't cancel later than 7 PM the day before so they can plan their evening correctly. If you are on the waiting list, please cancel your attendance if you change your mind and can no longer come. Don't hesitate to send me a message to comment or make suggestions! Take care and see you soon! Baudouin

Looks like you survived the Monday, join us for to wind down, discuss the struggles and prepare for the rest of the week. Using the Meetup RSPV system is optional, the meetup is never cancelled and you can leave early or drop in late. For detailed location updates, check the Meetup comments.

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dbt Meetups are networking events open to all folks working with data! Talks predominantly focus on community members' experience with dbt, however, you'll catch presentations on broader topics such as analytics engineering, data stacks, data ops, modeling, testing, and team structures. 🏠Venue: BeCentral, Cantersteen 12, 1000 Brussels (same building as the Brussels Central Station) 🤝Organizers: Sam Debruyn 🅿️ Interparking Albertina is at 5min walking distance 🚂 It is literally inside Belgium's best connected train station To attend, please read the Health and Safety Policy and Terms of Participation: [https://www.getdbt.com/legal/health-and-safety-policy](https://www.getdbt.com/legal/health-and-safety-policy) Our venue has capacity limits, so please only RSVP if you intend to come. Reach out - send a message in #local-belgium on Slack - if you need to cancel last minute or change your RSVP status on the Meetup to "Not Going." 📝**Agenda**: * 18h00: welcome with food & drinks * 18h45: start presentations * 20h00: networking & drinks 🗣️**Presentations:** **Scaling dbt (core) Infrastructure at Lighthouse** This session will be about creating standardized dbt components (internal dbt package, reusable CICD template, ...) to scale the use of dbt core across an entire organisation with many repositories. *by [Marthe Van Den Hende](https://www.linkedin.com/in/marthe-van-den-hende-8535971a2/), Data Platform Engineer at [Lighthouse](https://www.mylighthouse.com/)* *Marthe is a Data Platform Engineer at Lighthouse with hands-on experience implementing dbt in SaaS companies, focusing on scalability. Before Lighthouse, she worked as a Data Engineer at Markmi.ai.* **Accelerating Data Engineering with dbt MCP Server** In this session, I’ll introduce a more experimental approach to data engineering using a dbt MCP server. We’ll explore how this setup enhances developer productivity by enabling smarter workflows, automation, and tighter integration between dbt and external tools. I’ll share early learnings from real-world usage, including how MCP can streamline model development, improve context awareness, and reduce friction in day-to-day analytics engineering tasks. This session is ideal for those curious about the next evolution of dbt workflows and how emerging tooling can augment traditional SQL-based development. *by [Vladyslav Ishchenko](https://www.linkedin.com/in/vladyslav-ishchenko01/), Analytics Architect at [Element61](https://www.element61.be/en)* *Vladyslav holds an MBA from KU Leuven specializing in Business Information Management and brings strong multicultural experience from living in Japan, Vietnam, and South Korea. He specializes in Microsoft Azure cloud technologies, data engineering, and analytics, with expertise in SQL, Python, Synapse, Databricks, and Power BI, and holds multiple Azure certifications. At element61, he designs large-scale data pipelines and delivers data-driven solutions that unlock business value for customers.* **We are always looking for speakers!** To submit a session for one of the next meetups, please use our [Sessionize page](https://sessionize.com/analytics-engineering-belgium/). Are you in doubt if you're ready to give a talk? Check out [dbt Labs's guide on how to deliver a fantastic presentation](https://www.getdbt.com/community/speaking-at-a-meetup/)! ➡️ Join the dbt Slack community: [https://www.getdbt.com/community/](https://www.getdbt.com/community/) 🤝 For the best Meetup experience, make sure to join the [#local-belgium](https://getdbt.slack.com/archives/C03GG7B4G56) channel in dbt Slack ([https://slack.getdbt.com/](https://slack.getdbt.com/))! dbt is the standard in data transformation, used by over 40,000 organizations worldwide. Through the application of software engineering best practices like modularity, version control, testing, and documentation, dbt’s analytics engineering workflow helps teams work more efficiently to produce data the entire organization can trust. Learn more: [https://www.getdbt.com/](https://www.getdbt.com/)

***[We're leaving Meetup! Going forward, tickets on Meetup will be limited. We encourage you to register via our Luma calendar instead, where the full number of tickets will be available.](https://luma.com/ck2etymg)*** **Agenda** 06:00pm - Doors open 06:30pm - Welcome 06:35pm - [Mariia Borysova](https://www.linkedin.com/in/maria-borysova/), Senior Product Designer at Amazon, "Storytelling in AI" 07:00pm - Break 07:15pm - [Celeste Horgan](https://www.linkedin.com/in/celeste-horgan/), Senior OSS Developer Advocate at Snowflake, "Apache Spark Pipelines: Adventures in Raccoon detection" ​07:45pm - Lightning Talk: [Sneha Kalaivanan](https://www.linkedin.com/in/snehakalai/), Senior Product Manager at Tesco, TBD **Please note you will be unable to enter the venue before 6.00pm.** RSVPs will close 24 hours before the event, you may be unable to register after this time but you can still watch online. If you can't join us in person you can watch remotely via [our YouTube channel](https://youtube.com/@ai-signals-community). **Our hosts may require that we provide a list of all attendees, please ensure that you register with a name that matches your government issued ID or bank card: if you do not we cannot guarantee you entry to the building.** Please RSVP for the event well in advance if you plan to attend in person and unRSVP if you can no longer attend as limited spaces are available.

Reading Harry Potter™ for a second time, after having watched the films more times than I care to admit, I began to reflect on the way evil is portrayed throughout the story. Two aspects of this representation stand out. The first is the idea of the “evil house,” where certain traits are implicitly associated with moral corruption. The second is the cyclical return of evil in a very specific and familiar form. In the series, it is primarily the return of *He-Who-Must-Not-Be-Named* that triggers alarm and mobilization. Meanwhile, other forms of injustice, such as the rigid hierarchy within the magical world or the enslavement of magical creatures, persist largely unquestioned by both the community and its institutions, including the Ministry of Magic. This raises an interesting question: do we, like the characters in the story, tend to recognize and react only to the forms of evil we already know, while overlooking similar but less familiar ones? This debate will use the world of Harry Potter as a starting point to explore how societies identify, prioritize, and respond to wrongdoing. Are we more sensitive to threats that resemble past dangers? Do new or less visible forms of harm go unchallenged because they do not fit our expectations? And when faced with such forms, should we attempt to engage with them, reform them, or simply reject them altogether? Join us for an evening that blends a touch of magic with critical reflection, as we explore what this story can reveal about our own blind spots in recognizing and responding to harm in the real world. This debate will follow a British Parliamentary format with eight debaters split into **four teams of two.** Participants who wish to speak are highly encouraged to bring a paper and pen. You are welcome to participate even if you have no prior debating experience. We aim for debates that are respectful, constructive, and welcoming: * **Respect ideas and people** Listen actively, stay quiet while others speak, and debate arguments, not identities or beliefs. * **Be concise and civil** Keep questions short and relevant; avoid hostility, hate speech, or discrimination. * **Respect boundaries and time** No unwanted advances or suggestive behavior; arrive on time to avoid disrupting the debate. * **Follow moderators** They guide the discussion and ensure fairness.

Welcome to TechTuesday at HSBXL. It’s where tech enthusiasts hang out, projects get tinkered with, and the occasional debate over the best programming language ensues. Whether you’re an old hand at hacking or just dipping your toes: * **Chats & Code**: Engage in hushed tech tales, showcase your latest digital masterpiece, or simply bask in the mesmerizing rhythm of coders at work. * **Ambient Rhythms**: We curate a backdrop of everything from ambient rock to downtempo electronica. It sets the mood, enhancing the creativity without becoming a distraction. * **Refreshment Protocol**: Club Mate to fuel your creativity, assorted beers for contemplation, and soft drinks for a refreshing pause. Choose your brew. * **Machinery Magic**: Our space boasts more than just computers. Soldering irons hiss and 3D printers hum, telling tales of projects brought to life. * **Knowledge Exchange**: Encountered a tech puzzle? Someone in the room might have just the insight you need. And if you’ve unraveled a digital mystery, consider sharing it. **Note**: The beauty of HSBXL is its welcoming ethos. Member or not, if you’re curious and respectful, you’re one of us. ### Getting to HSBXL HSBXL, the beacon for tech enthusiasts in Brussels, awaits. For your navigational needs, check [here](https://hsbxl.be/enter/). Barrier issues? Broadcast at +32 28804004. For real-time digital dialogues, tap into our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). ### Bring Along Your tech gear, a project in progress, or simply a mind open to the endless possibilities of tech. That’s TechTuesday at HSBXL. A laid-back evening where tech happens, naturally. See you there.

**About the Event** You are invited to join **a group of creative individuals** to meet and discuss ongoing projects and work together in a cozy and creative space! We will meet to create artistic works, whether your passion lies with watercolors, cross-stitching, photography, drawing, etc. this meetup is for you. It is a place where you can exchange advice, learn new techniques, chat about your creative passion, or simply sit with others and practice your art. Make sure to bring your own materials. The goal of this meetup is to establish a solid community of internationals and locals in Leuven who are inspired by different arts. Everyone is welcome to join, whether international or local! The **common language** of the group will be **English** , but you are of course welcome to speak whatever contact language you like with others! Experience has taught us that crafts are a universal language. Registration is not required, but you can let us know you are coming via[ ](https://www.meetup.com/internationals-and-expats-in-leuven/events/305224373/?slug=internationals-and-expats-in-leuven&isFirstPublish=true)Meetup. **When** Second Wednesday of the month from 19:00-21:00 **Where** Wereldcafe or the International House Leuven Check the event page for location updates! **Price** No registrations are required for this event and it is free to join! When the event takes place at a cafe, we ask that you purchase at least one drink. When the event takes place at the International House Leuven, no drink purchase is required.

Meet and make new Friends after work.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. 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)

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

Calling all founders, CEOs, lawyers, doctors, and entrepreneurs to join our special *Founder Edition* of Sip & Read meetup event. Let's sip on fine wine and discuss our first book **The 5AM Club- Own Your Morning Elevate Your Life, by Robin Sharma**. We will pair this book with our favorite wine at **Wine on High** and engage in thought-provoking discussions on startup businesses and entrepreneurship, and network with like-minded individuals in a cozy book club setting. Come prepared to discuss this month's book. At the end of each book club meeting, we will take next book and venue suggestions from the participants for the next meeting. Whether you are a book lover, women entrepreneur, or a content creator, this event is perfect for sharing ideas and insights with other funders and founders in the entrepreneurial world. Don't miss out on this unique opportunity to connect, learn, and grow together. Sign up now to reserve your spot! *Fun fact! This meetup was established in 2015 and had over 1,000 members. I had to shut down operations while attending law school, but we're back!!*

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)