Monologues and Scenes

Every AI pipeline starts with one question: where does the data come from? In this hands-on workshop, we'll answer that question using Scrapy, one of Python's most powerful web scraping frameworks. You'll go from a blank project to a working spider that harvests structured data from the web, ready to feed into your next AI or data science project. We'll cover: • Scrapy vs. lighter tools (Requests & Beautiful Soup), and when each makes sense • Extracting data from HTML using CSS selectors • Following links and handling pagination at scale • Writing clean, structured output to a file • The ethical and legal side of web scraping Bonus (Gold Star): a chapter on scraping JavaScript-rendered pages for those who want to go further. 🐍 Python basics assumed — no prior scraping experience needed **Agenda** \- 18:00 Doors Open \- 18:30 Start of the Workshop \- 20:15 Workshop Closing & Announcements \- 20:30 Networking \- 21:00 Event Closing **GitHub Repo** [Scalable Data Harvesting for AI](https://github.com/pyladiesams/scalable-data-harvesting-for-ai-may2026) **Stream** [YouTube Stream](https://www.youtube.com/watch?v=0wqXbShaAvU) ​**📧 Contact** Are you interested in speaking at one of our events? Have a good idea for a Meetup? Get in touch with us at [amsterdam@pyladies.com](mailto:amsterdam@pyladies.com) ​💬 Find us on the PyLadies Global workspace: 1. ​[https://slackin.pyladies.com](https://slackin.pyladies.com/) enter your email address. Accept the email invitation 2. ​Go to workspace [https://pyladies.slack.com](https://pyladies.slack.com/) 3. ​Join channel #city-amsterdam 4. **Scalable**

🎟️ **[REGISTER FOR THIS EVENT HERE](https://www.ministryoftesting.com/chapters/mot-netherlands/events/mot-netherlands-280526)** 🎟️ **The MoaCM ... which sounds a bit like Mokum (nickname for Amsterdam).** Every tester knows there’s always more going on beneath the surface: the unspoken questions, the unexpected discoveries, the “wait… what just happened?” moments that shape our craft. Our next chapter meeting leans right into that spirit. We’re pulling back the curtain on the things we don’t always talk about, the stories that don’t make the slides, and the hidden agendas that quietly steer our testing journeys. We offer you an evening full of curiosity, connection, and a few delightful surprises. Two awesome speakers will take the stage with talks crafted especially for this event. Sorry, no spoilers, but trust me, you will want to be in the room when they drop their insights. Add great food, lightning talks, stroopwafels, and the kind of hallway conversations that only happen at Ministry of Testing gatherings, and you’ve got yourself a night worth marking in bold on your calendar. **PROGRAM:** **17:00 – Arrival & Grabbing a Seat** Ease in, find your spot, and enjoy your complimentary stroopwafel. Consider it the warm‑up round for your brain. **17:20 – Opening Remarks** A quick kickoff to set the tone and spark your curiosity. **17:30 – Talk 1: Sanne Visser** The wheel is spinning but the hamster is stuck. (Knowing Sanne, expect something sharp, thoughtful, and delightfully unexpected). **18:30 – Dinner** Fuel up with good food, because even testers need to keep their internal combustion engines running smoothly. **19:30 – Talk 2: Veerle Verhagen** tba… (And yes, Veerle will absolutely bring her ever-present energy, brilliant insight, and probably a twist we will not see coming). **20:30 – Closing & Lightning Talks** A few final thoughts from your chapter lead, followed by the community taking the mic. Share an idea, pitch a question, or drop a testing gem … lightning‑style. **Followed by – Networking Drinks** Stay, chat, unwind, and connect. No fixed end time; we leave when the energy fades or the building politely tells us it’s time to go. 🎟️ **[REGISTER FOR THIS EVENT HERE](https://www.ministryoftesting.com/chapters/mot-netherlands/events/mot-netherlands-280526)** 🎟️

𝗗𝗮𝘁𝗮 𝗧𝗵𝘂𝗿𝘀𝗱𝗮𝘆 𝗶𝘀 𝗯𝗮𝗰𝗸 — 𝗮𝗻𝗱 𝘁𝗵𝗶𝘀 𝗼𝗻𝗲 𝗶𝘀 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 🌱 On **Thursday, May 28**, we are proud to host a special **Data Thursday** edition at **B. Amsterdam**: **Cloud & Climate Pub Quiz** ☁️🌍 This will not be a classic sit-back-and-listen meetup. This is a **taste-of-tech game night** where #climate, #cloud, #AI, #CO₂, #costoptimisation and a bit of controlled chaos come together in one big interactive quiz. At **Data Tribes & EcoVerum,** we believe that climate impact, sustainability reporting and regenerative transformation all start with better data. This evening brings that belief to life in the most Data Thursday way possible: with sharp questions, practical insights, team play, pizza and drinks. Your personal quiz masters for the evening: 👷‍♂️ **Henk van der Valk** Platform & Intelligence Architect 👷‍♂️ **Marcel van der Kuil** Data & AI Impact Engineer Together, Henk and Marcel will join forces as **Buurman & Buurman for Cloud & Climate**, fixing things one quiz round at a time. Think climate science, cloud optimisation, AI-assisted answers, sharp questions, practical insights and probably a few moments of **“A je to!”** along the way. The evening includes three rounds: 🌍 **National Climate Quiz** 🌡️ **Climate Interactive EN-ROADS simulator** ☁️ **Cloud optimisation: cost, CO₂ and Scope 3** Bring your laptop. Teams will compete for points, prizes and eternal Data Thursday glory. AI is allowed, but beware: some answers need to be explained in your own words. 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 **// 18:00** — Doors open + pizza **// 18:30 – 19:15** — First round **// 19:15 – 20:00** — Second round **// 20:00 – 20:45** — Third round **// 20:45 – 21:00** — Wrap-up / evaluation **// 21:00 – 21:30** — Drinks & networking **// 21:30** — End 📍 **The Henry, B. Amsterdam — B.1** Johan Huizingalaan 763a, Amsterdam A big thank you to **B. Amsterdam** for once again supporting the Data Thursday community. Because without reliable data, there is no reliable climate action. And this time, we are testing what grows when cloud, climate, AI and community come together. Greetings, Data Tribes Inc & EcoVerum

Beste luisteraars, **Voor de eerste keer organiseren we op veler verzoek een meetup in het Oosten. We gaan dit keer naar Arnhem.** Aan de saté en ribs van Jan is bijna niet te tippen, maar alle ondernemers in Foodhall kunnen er ook wat van. Meer dan 10 restaurants bieden een complete wereldkeuken naar keuze. Dit wordt een speciale editie van Satoshi Radio Meetup. We vieren 28 mei namelijk 🥳 **[12 jaar Arnhem Bitcoinstad](https://arnhembitcoinstad.nl)**! De bitcoinstad van Nederland met meer dan 65 winkels en horecagelegenheden waar je met je bitcoin terecht kan. Overal betaal je eenvoudig via ⚡Lightning. Deze meetup wordt wederom mede-mogelijk gemaakt door **[Blockrise](https://www.blockrise.com)**. Het eerste drankje krijg je van Jos 🍻. **Neem een vriend of vriendin mee**. Wel even aanmelden ajb. **Wil je mee eten?** Dat kan! Bestel je eten bij een van de 10+ foodstands naar keuze. Nadat je hebt besteld ontvang je een buzzer die afgaat op het moment dat het gerecht klaar is. Als de buzzer afgaat, kun je de bestelling ophalen bij de foodstand. Zo kun je samen genieten van de heerlijke culinaire gerechten die Foodhall Arnhem te bieden heeft. De bar biedt een ruime selectie aan drankjes en cocktails die passen bij de gerechten van de food stands. Gemiddeld genomen heb je voor €30 heerlijk gegeten. Datum/tijd: 28 mei 2026, 17:00 uur Locatie: **[Foodhall](https://foodhallarnhem.nl)**, Rijnkade 49, 6811 HB Arnhem Eten: Keuze uit meer dan 10 verschillende wereldkeukens. Kosten: Deelname is gratis. Je betaalt enkel voor je eigen eten en drinken. Betalen: Pin, contant of bitcoin (lightning). **Meld je aan** via deze meetup pagina zodat we weten hoe veel mensen er komen. Er is een beperkte capaciteit beschikbaar. Zo weten we zeker dat we niemand teleur hoeven te stellen. Tot dan, Bert, Bart, Peter en Mike

**Satoshi Radio komt naar Arnhem!** Op de 12e verjaardag van Arnhem Bitcoinstad organiseert Satoshi Radio een meetup in Arnhem. We verwachten tussen de 50-100 bitcoiners. Ben jij er ook bij? **Wanneer:** 28 mei vanaf 17:00 **Locatie:** Foodhall Arnhem, Rijnkade 49 Zie ook de eigen meetup pagina van Satoshi Radio en meld je daar aan: **[https://www.meetup.com/nl-nl/satoshi-radio-meetup/events/314529869](https://www.meetup.com/nl-nl/satoshi-radio-meetup/events/314529869)** **Let op:** Maak geen gebruik van de QR-codes op de tafels bij de Foodhall, omdat daar geen bitcoin betaaloptie bij zit. Loop even naar de bar en foodstands om je eten/drinken te bestellen en betaal ter plekke met je lightning wallet. Meer dan de helft van de foodstands accepteert bitcoin, je kunt dit herkennen aan de bitcoin sticker. Dit zijn momenteel: \- Pasta Basta \(Pasta\, Bruchetta's\) \- Pizza Autenticas \(Pizza\, Focaccia\) \- Meat The Heat \(Burgers\, Steak\, Frites\) \- Nikkei Sushi bar \(Sushi\, Ceviche\) \- Le Carpaccio Club \(Carpaccio\, Smoothies\) \- The Mexican \(Burrito\, Quesadilla\, Nachios\) \- Sweet Honey Bakery \(voor toetjes\!\) \- De bar \(alle dranken\, behalve smoothies\)

👀 **LOOK at my lab!** *Een kijkje in de homelabs van I-share.* Ben jij ook nieuwsgierig naar waar I-share collega's zich mee bezighouden in hun vrije tijd? Spoiler: dat zijn vaak servers, zelfgebouwde netwerken en softwareprojecten die nét iets verder gaan dan 'gewoon voor werk'. Tijdens onze Meetup op donderdag 28 mei nemen: * Paul Aldabagh; * Daan Beltman; * Laurens Ghijsen; * Michael Loeffen. je mee in hun homelab! Ze laten zien wat er thuis draait, waarom ze ermee zijn begonnen en hoe hun setup zich heeft ontwikkeld. **Wat kun je verwachten?** Elke korte presentatie neemt je mee langs: * Wat is het? - Wat draait er eigenlijk? * Hoe begon het? - Het ontstaan en het idee erachter. * Let's talk tech - De technische opzet. * Is het ooit af? - Of blijf je altijd tweaken? 😉 **Voor wie?** Voor iedereen die nieuwsgierig is naar wat er allemaal thuis kan draaien. Je hoeft zelf geen homelab te hebben, interesse is genoeg. En wie weet ga je naar huis met frisse ideeën of zin om zelf te gaan bouwen! *Het programma zal deze avond als volgt zijn:* * Vanaf 17.15 u: inloop * Rond 17.30/18.00 u: eten * 18.30 u: start sessie * 20.00 u: afsluiting We zien jullie graag dan!

Join us in Utrecht for a hilarious evening of laughter and good times! Located at the Ulu Tapas Bar, Voorstraat 102, Utrecht, Netherlands! It’s going to get real, hot and messy with Cid and Archana's comedic stylings. Don't miss out on the laughter, book your spot now! Doors open at 19:00 Show starts at 20:00 Tickets - 15 euro Early birds - 12 euro Right before/door -18 euro If you would like to grab dinner before the show please make sure you book a table with the restaurant: https://ulubar.nl/ Cid Originally hails from America and has recently escaped bringing her wit with her. She has been referred to as "your family friendly neighborhood MILF" and has a unique take on being an awkward ethnic woman with an underlying college repetoire. Cid has been formally featured in shows in LA and Las Vegas. She is the founder of Quips and Bits Comedy Club, but is often showcasing her own comedic skills throughout the Netherlands hoping for more followers on Instagram rather than to her car. Archana is a seasoned standup comedian of Indian origin based in the Netherlands, bringing seven years of sharp, fearless comedy to audiences across India, the Netherlands, and Estonia (yes, she will go to any length for a good laugh).She has performed at top festivals, including Boom Chicago Comedy Festival, Utrecht International Comedy Festival, and Tallinn Fringe Festival. Her split-bill shows Trauma Dumping and Hot Mess have been crowd favorites and earned a 5/5 audience rating! Archana also made her mark in competitive comedy, placing second at the Dutch finals of the Toastmasters Humorous Speech Contest.With a knack for punching up the patriarchy, calling out body shaming, and chasing validation from strangers, Archana’s comedy is unapologetic, dark, and bold. She’s mildly famous for voicing the unpopular opinion on motherhood—both her therapists have proofread this bio. You may know Rashi, the tallest Indian in the Netherlands, from her viral videos on everything Dutch culture, along with tackling important social issues like feminism, ethical fashion, white privilege, and colonialism. Hailing from South India, she has become more Dutch than she would have liked, living here for 6 years, but still won’t shy away from pointing out that ‘broodje kaas’ is not ‘lunch’. Opening act : Rashi Agarwal @rashi.agarwal Cid Clementine @cidnyclementine Archana Wuntakal @archanawuntakal #comedyclub #lol #standupcomedy #comedyshow #humor #comedy #standup #fun #funny #cidnyclementine #utrectcomedy #netherlandscomedy #thingstodoinutrect #liveevents #nightout #laugh #friends #standupcomedy #comedian

## 🎨**Activity for EXPATS & English Speakers** ☕ Are you an art enthusiast living in or around **Amersfoort, Hilversum, Utrecht, Nieuwegein, IJsseltein, De Bilt and the rest of cities of the Utrecht's province** who love painting or drawing? Maybe you've felt the joy of creating but struggled to find others who share your passion and speak **ENGLISH**? **You're not alone! 😉** ✨✨✨✨✨✨✨ ## 🖌️**About this event** You will meet other Art Lovers like you to Draw, Paint and have some drinks Together ! Our events are not just about sketching or creating art—they’re about building connections. Every two weeks, we meet at a café to have a relaxing time drawing a painting. Please keep on mind that **ENGLISH i**s the official language we will use to integrate everyone in our conversations. ⭕⭕⭕➡️ **IMPORTANT ⬅️** ⭕⭕⭕⭕ ### 👩🏻‍🎨**Book formally your Seat 🪑via [WHATSAPP](https://bit.ly/3BXXE0f)** **If you want to confirm officially your attendance and separate your seat🪑. Book your seat in meet-up, and contact us via [WHATSAPP HERE](https://bit.ly/3BXXE0f) to receive more information on the address of our activities.** **Thanks a lot for your understanding!** 💐🥰 ✨✨✨✨✨✨✨ ### 👩🏻‍🎨**How Does It Work?** This event is simple, this initiative takes 2 Hours. Most of the participants use pencils, water pencils or watercolours. Main aim is to socialize while we draw. There will be plenty of time to talk and get to know each other. We have to mention that this event is suitable for all levels. Many have started to draw in our event actually. Also it is very important that you **[JOIN US AT OUR WHATSAPP COMMUNITY](https://bit.ly/3BXXE0f),** to stay up to date on our upcoming events and participate in our Drawing and Painting Contests! **👉: [https://bit.ly/3BXXE0f](https://bit.ly/3BXXE0f)** 🍀 ✨✨✨✨✨✨✨ ### ☕**Where?** We will meet in different cafes mainly in the *center of Amersfoort ( and some occasions in other cities around)*. I will inform you of the exact place some days in advance this event. The place will depend on the number of attendees. ✨✨✨✨✨✨✨ ### **🎟️ What is included?** 🟢 **2 HOURS TO HAVE FUN!** 🟢 **15 mins warming-up creative activity and paper material**🖌️🎨 🟢 New friendships and **conversations in ENGLISH** in a relaxed atmosphere 🟢 **Souvenir picture** with you and the rest of Art Lovers 📷 🟢 Exclusive **access to our Art Lovers Community** on which you will receive: ***\~\~\~ Drawing challenges,*** ***\~\~\~ Training content,*** ***\~\~\~ FREE Entries only to members*** ***\~\~\~ Drawing Competitions*** 🟢 Time to **create alongside fellow artists and amateurs** 🟢 The freedom to **work at your own pace** 💃🕺🎈 ✨✨✨✨✨✨✨ ### 🖼️**Art Materials?** Bring your own practical art materials to be adaptable to sketch on a coffee table. Like your sketchbook, pencils, watercolor, markets, pencils, your Tablet..etc ✨✨✨✨✨✨✨ ## **See you to Paint, Draw, and drink together!🌟☕🍷🍪🍰**

Let us meet, have a coffee and code together, or just discuss :)! This Meetup is everyone that considers himself "Techie", in the broad sense and wants to socialize :). Join us and chat, ask your questions, or work on your own projects. The choice is yours! There is no agenda, this is simply a gathering of interested folks :). We're meeting at Lebkov right inside the Utrecht Centraal station. We're typically sitting at the large table. Search for the folks with the laptops in the back! You are very welcome to join whether you are an experienced developer, or simply interested and want to chat!

\# This meetup is around a third\-party organizer\, Focus Filmtheater\. You can either purchase your ticket online or right before the session\. **Seats are not numbered**. We can meet for a drink before the movie. # **Language**: English **Subtitles**: Dutch **Length**: 275 min **Director**: Quentin Tarantino **More info**: https://www.focusarnhem.nl/agenda/kill-bill-the-whole-bloody-affair/ **Ticket link**: https://www.focusarnhem.nl/tickets/143883/ **Synopsis**: In this 275-minute version of Kill Bill, both parts have been merged into one grand revenge epic by Quentin Tarantino. Starring Uma Thurman as former assassin 'The Bride'. 'The Bride' is left for dead after her former boss and lover Bill ambushes her wedding rehearsal, shoots her in the head, and steals her unborn child. To get revenge, she must first track down the four remaining members of the Deadly Viper Assassination Squad before confronting Bill herself. **How it works**: We can meet at Focus before the movie starts and have a drink. You can message me if interested. Screening starts at 19:00. Hope to see you soon!

Hello lovely ladies! Would you like to relax, express yourself creatively without judgement, connect with other like minded women and drink a lil on the side? Then this activity is for you! Come join us on a nice picnic with some paint, laughs and drinks :) This activity is made to: • Connect with other women and make friends • Paint and express yourself however you like. There are no mistakes! • Be yourself in a completely judgement free zone • Laugh • Get yourself out of your comfort zone • Sip 😏🍷 • And to just have fun!! What is provided? • Small canvases 👩🏽‍🎨 • Paint 🎨 • Drinks 🍷 • Good vibes ✨ • Music 💃🏽 Because this is a cost free activity it will be much appreciated if we can all bring a little something for all of us. ( It is definitely not mandatory if you do not have the budget for it!) You can bring: • Drinks (wine, beer, soda, juice, water etc) • Snacks (fruit, chips, crackers, nuts etc) • Blankets! So we can sit on the grass :) • Good vibes • A smile • Leave any judgement at home ;) ‼️THERE ARE LIMITED SPOTS AVAILABLE‼️ ‼️ IF YOU ARE NOT ABLE TO COME ANYMORE PLEASE RSVP BEFORE THE ACTIVITY DATE ‼️

Come assist Van Buren Shelter (https://ymcacolumbus.org/locations/vanburen) staff in serving dinners and cleaning up on the 3rd Tuesday of each month. Dinner for the women is 5-6 pm and for the families is 6:15-7:15 pm. There is ample free parking available in the shelter's lot. The recommended area to park is in green in the image above. There will be a new entrance for the time being. We are asking all volunteers to enter through the Donation Dock door, the orange mark on the image above. This door is located between the Single Adults and Family Shelter. You will see 2 large garage doors with a large green trash compactor in the center. Please head to the closest garage door to the building wall, with a ramp leading up. There, you will see a door with a sign stating instructions on how to enter the building. Please ring the doorbell, and a staff member will come and escort you into the building. If a staff member takes longer than 5 minutes, please call the front desk at 614-689-2020. This is a new process for us, and we do not want to keep you waiting! We appreciate your patience as we navigate this temporary change. The shelter needs a volunteer count the day before the event so sign-up ends Monday at 4:50 PM. Afterwards some of us go to the Omnipresent Atheists Weekly Meetup in progress to have a bit to eat or drink (http://www.meetup.com/omnipresentatheists/). Volunteers must be 14 or older. Since we will be working around families, the YMCA does not permit volunteering by individuals with convictions for violent or sexual crimes. The YMCA reserves the right to run background checks on volunteers. For questions, comment on this page or contact: Andrew, awhit12@yahoo.com, (614)937-5802 (cell). Please let Andrew know if you volunteer anytime other than our COUNT events so that he can count your hours toward our service record.

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

We'll meet at The Capital One Café, 167 Easton Town Center, Space A-103. This is in the main mall where the Microsoft store used to be, on your left if you're standing at the bottom of the AMC Theater escalator. Join us on Saturday for an hour of uninterrupted wordmaking! • What we'll do Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 10AM on Saturday mornings. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. SCHEDULE: 10:00 - SESSION 1: quick intros. 10:10 - timer starts: write for 1 hour. 11:10 - chat / take off / keep writing. OPTIONAL SOCIALIZING happens at 11A-11:30ish. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. (I’ll be the person with the Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer. Happy writing and I look forward to seeing you! • What to bring Whatever you need to be able to write! Bring earbuds/earplugs if you want to block noise or the occasional conversation by other patrons. Electrical outlets are limited, so charge your devices before whenever possible. See you at The Café on Saturday!

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

Let’s meet and share discussion of the James Baldwin short story collection, Going to Meet The Man.