🧵Analytic Sages Weekly Recap – May 22nd, 2026 Data analysts don’t believe in “trust me, bro.” Around here, if it doesn’t have a source or it’s not in a dashboard, it’s just a rumor. Here’s a snapshot of what happened and what’s coming next in the community. 👋 A Note from the Founder Hey Sages, Honest question: how often do you stay with a problem long enough to actually be surprised by it? 🤔 Does that question make sense? Most analytical work gets resolved before it gets interesting. Not because the analyst ran out of time, but because the first answer that makes sense feels like a conclusion. The problem is that "plausible" and "accurate" are not the same. The most useful findings rarely live on the surface. They live just past the point where most people stopped looking — @apostleoffin 🔥 Dashboard Highlight of the Week This week's spotlight shines on @fructoseweb3, featuring a marketer-friendly ‘Simple Solana Growth Intelligence Dashboard.’ View the full breakdown of methods and insights here: x.com/fructoseweb3/status/20… 🚀 Ongoing Events & Programs √ Cohort 8: Become a Blockchain Analyst Cohort 8 started with a few lovely and intellectual individuals with curious minds, so far, these minds have learnt and delivered their week 1 task, which involved: 🔗SQL Joins – Connecting data across multiple tables (wallets ↔ transactions ↔ protocols) 📊SQL Aggregations – Summarizing data with COUNT, SUM, AVG, GROUP BY 🚀 Upcoming Programs & Events Mark your calendars and get involved. Here’s what’s on the horizon: √ Python Cohort 2 Demo Day 📅 23rd May, 2026 (Tomorrow) | 5pm UTC 1 Python cohort 2.0 will be showing us the power of what you can do with Python in blockchain data analytics. √ June Community Call 6th June, 2026 | 5PM UTC 1 (Registration link TBA) N/B: Important Community Update Following the popular community vote, we may move our “Beyond The Query” series venue from X to Telegram. Check the following upcoming updates for confirmation of the venue. 👥 Join the Movement Web3 data is better when we build together. 👉 Join our community: analyticsages.io [Click on "Join Community"] 📣 Call to Action Want to be featured in next week’s recap? Submit your dashboard or tag a community member whose work deserves the spotlight. Let’s grow the craft, together. 📌 Remember, ‘PYTHON’ is not a replacement for ’SQL,’ but a step further in the journey to be better. Register for the demo day happening tomorrow, you don't want to miss it: luma.com/yt8wh80i Join our Python cohort 3 program waitlist here: forms.gle/GFjR67NgC2fJ9C6J8 #AnalyticSages #Web3 #DataAnalytics #BuildInPubli #CommunityRecap

Analytic Sages Weekly Recap – March 20th, 2026 We are in the second half of March and about to wrap up Q1, 2026. We are reminded that purpose and clarity in this business beat speed or unstructured learning. Before analyzing the data, ask the important questions first: what am I trying to solve, and does it contribute to knowledge or solve existing problems? These questions prompt purpose and direction, and if answered correctly, they lead to solutions and contributions to learning. In the growth process and journey, what matters is how well, not how fast. It is important to be fast, but speed without direction or purpose will always end in futility. The community is gradually pivoting to the use of Telegram for community events and engagements; do well to join in order not to miss direction. Here’s a snapshot of what happened and what’s coming next in the community. 📷 A Note from the Founder Hey Sages, I want to commend you all for all the numerous support, participation, and sacrifices to help this solid community grow and transition into a recognized global brand. While we pay attention to the growth and perfection of our different skill sets, it is important to keep in mind that most people do not struggle with data; rather, they struggle with direction. You can build the best dashboards, even the cleanest datasets, and powerful tools, but if you fail to ask the right questions, you will be stuck with stagnation and definitely the wrong answers. In analytics, clarity beats complexity. Remember, growth is a patient and painstaking process; it's not convenient nor comfortable. Every chart, every metric, every insight tells a story. When you choose data over assumptions, you move from opinions to clarity, from guesswork to real confidence. Because in analytics, clarity, purpose, and evidence aren't optional; they're everything. Remember, direction beats speed. Develop a personal roadmap, ask the right questions, work smart and watch as the magical growth unfolds. — See you at the top. @apostleoffin Dashboard Highlight of the Week This week's spotlight shines on @crptopanda_01 Highlighting his learning journey thus far. His focus was on the “Balancer Analytics Report: Insights into On-Chain User Behaviour". In the report, he analyzed user behaviour and pool preferences within @Balancer, focusing on how users interact with its multi-token liquidity pools with customizable weights. Bottom line: The journey starts with a single step, a step of purpose and determination. Fear will stop you faster than failure ever will. Link to Post; x.com/cryptopanda_01/status/… Ongoing Programs & Events √ Sage of the week: Spotlighting one Sage every week – The journey is underway. √ Python Cohort 2.0 – Week 3 in the books. Groups assigned. Building in public in full effect. √ IntelliSages Fellowship – Batch 2 applications are now closed for Crypto Data Storytellers, Analysts, and Engineers. √ Refer & Earn Program: Build with Us, Earn with Us. We've officially launched our Analytic Sages referral Program! Learn more and sign up to get your unique referral link here: tinyurl.com/m679ay5t Join the Movement Web3 data is better when we build together. Join our community: analyticsages.io [Click on "Join Community"] Want to be featured in next week’s recap? Submit your dashboard or tag a community member whose work deserves the spotlight. Let’s grow the craft, together. Remember, direction and purpose beats speed. That’s a wrap for this week! Stay curious. Stay building. Stay innovative #AnalyticSages #Web3 #TelegramCommunity #DataAnalytics #BuildInPublic #CommunityRecap

Analytic Sages Weekly Recap – February 20th, 2026 The second half of February 2026 began with questions like: After SQL, what next? What would you build with Python and blockchain data? These questions highlight the importance of continuous growth and not being comfortable where you began. Python isn’t replacing SQL; it’s simply what comes after. SQL teaches you how to ask questions; Python teaches you how to build answers that run on their own, highlighting the difference between analysis and ownership. Already, testimonials are coming in from attendees of the third week of the Analytic sages Cohort 7 classes, and it's been explosive. Here’s a snapshot of what happened and what’s coming next in the community. A Note from the Founder Hey Sages, I’ve noticed something about growth. It’s not convenient or comfortable. It rarely feels dramatic while it’s happening. There isn’t always a breakthrough moment; it's usually unobserved as it compounds over time. Smart decisions aren’t built on noise; they’re built on data. Every chart, every metric, every insight tells a story. When you choose data over assumptions, you move from opinions to clarity, from guesswork to real confidence. Because in analytics, evidence isn’t optional; it’s everything. Remember, steady work builds stable skill. Stay with it. The compounding is happening, even when it doesn’t announce itself. Growth is a gradual and painstaking process. @apostleoffin Dashboard Highlight of the Week This week's spotlight shines on @vhictoirya Her focus was on behavioral analysis of @LumiterraGame players on the @Ronin_Network The ecosystem can generate large spikes in user activity, but most new wallets are short-lived, with only a small core of committed users remaining active. Bottom line: The platform excels at driving large acquisition events but struggles with sustained engagement, with most new users disengaging within weeks while a few cohorts show unusually strong long-term retention. Dune dashboard: dune.com/vhictoirya/lumiterr… Ongoing Events & Programs √ Cohort 7: Become a Blockchain Analyst – The journey is underway. √ Refer & Earn Program: Build with Us, Earn with Us. We've officially launched our Analytic Sages referral Program! Learn more and sign up to get your unique referral link here: tinyurl.com/m679ay5t Upcoming Programs & Events Mark your calendars and get involved. √ Beyond the Query: Prediction Market Data for Smart Trading & Research Today | 8pm UTC 1 √ Live Session: How to use prediction market data to forecast trends before everyone else. Tomorrow | 7PM UTC 1 Register here: luma.com/dnh4zys4 √ Python for Blockchain Analyst | Cohort 2.0: The next step after SQL. Registration is open! analyticsages.io/python-for-… Join the Movement Web3 data is better when we build together. Join our community: analyticsages.io [Click on "Join Community"] Call to Action Want to be featured in next week’s recap? Submit your dashboard or tag a community member whose work deserves the spotlight. Let’s grow the craft, together. Remember, SQL shows you where the data is. Python tells you how to get there automatically and efficiently, every time. A map is useful, but a GPS that drives for you? That’s Python. Upgrade from navigation to automation. Don’t forget to build and grow in public, that’s your first portfolio, that’s where trust is built. Register for the “Master Python for Blockchain Analytics” class - analyticsages.io/python-for-… That’s a wrap for this week! Stay curious. Stay building. Stay innovative #AnalyticSages #Web3 #DataAnalytics #BuildInPublic #CommunityRecap

Analytic Sages Weekly Recap – February 13th, 2026 The first half of February 2026 has brutally reminded us that when fear hits rock bottom and panic floods the feeds, that's often where the real edge hides. Your skill issue is challenged when others are screaming, “Bear Market!” On-chain data flows don't lie, even when prices bleed and headlines scream capitulation. Here’s a snapshot of what happened and what’s coming next in the community. 👋 A Note from the Founder Hey Sages, I’ve noticed something about growth. It rarely feels dramatic while it’s happening. There isn’t always a breakthrough moment. Sometimes it’s just you, staring at a dataset a little longer than usual and rerunning a query because something feels off. Choosing to understand instead of rushing to publish. That choice matters more than we give it credit for. If this week felt steady instead of explosive, that’s okay. Steady work builds stable skill. Stay with it. The compounding is happening, even when it doesn’t announce itself. — @apostleoffin 🔥 Dashboard Highlight of the Week This week's spotlight shines on @leoegbara. His focus was on @uniswap, where he cleaned up and extracted data showing that Uniswap generated over $3-4B in volume even in the acclaimed ‘bear market.’ Why This Matters: ●Shows whales & institutions aren't hibernating ●Proves DeFi infrastructure is battle-hardened View the full breakdown of methods and insights here: x.com/leoegbara/status/20205… 🚀 Ongoing Events & Programs √ Cohort 7: Become a Blockchain Analyst – The journey is underway. √ Refer & Earn Program: Build with Us, Earn with Us. We've officially launched our Analytic Sages Referral Program! 👉 Learn more and sign up to get your unique referral link here: tinyurl.com/m679ay5t 🚀 Upcoming Programs & Events Mark your calendars and get involved. Here’s what’s on the horizon: √ Code/Data Teardown: Our signature deep-dive into a community member's SQL or Python project. 📅 13th February, 2026 | 8pm UTC 1 √ Community Call – Staying Ahead of the Curve: The Web3 Playbook for 2026 📅14th February, 2026 | 6pm UTC 1 √ Beyond the Query: Prediction Market Data for Smart Trading & Research 📅20th February, 2026 | 8pm UTC 1 √ Python for Blockchain Analyst | Cohort 2.0: The next step after SQL. Registration is open! 🔗 analyticsages.io/python-for-… 👥 Join the Movement Web3 data is better when we build together. 👉 Join our community: analyticsages.io [Click on "Join Community"] 📣 Call to Action Want to be featured in next week’s recap? Submit your dashboard or tag a community member whose work deserves the spotlight. Let’s grow the craft, together. 📌 Remember, ‘PYTHON’ is the next logical step after ’SQL.’ Take the next step in the journey to be better. Register for the “Master Python for Blockchain Analytics” class - analyticsages.io/python-for-… That’s a wrap for this week! Stay curious. Stay building. Stay innovative✌️ #AnalyticSages #Web3 #DataAnalytics #BuildInPublic #CommunityRecap

Analytic Sages Weekly Recap – January 23rd, 2026 Data isn't just numbers on a screen. The early weeks of 2026 have proven that when information is interpreted correctly, it creates real leverage. On-Chain data is one of the greatest sources of information in our native web3 space; it is the blueprint for the next era, which is already in motion. Here’s a snapshot of what happened and what’s coming next in the community. 👋 A Note from the Founder Hey Sages, Progress rarely announces itself loudly. Most of the time, it shows up quietly in better questions, sharper instincts, and the confidence to challenge assumptions that once felt untouchable. That’s what we’re building here. Data isn’t powerful because it’s complex. It’s powerful because it reveals truth when interpreted correctly. And learning to interpret it in fast-moving, opaque systems like crypto and on-chain ecosystems is a skill that compounds over time. This week, I saw that compounding in action. Not just in the outputs, but in how members approached problems: slower where precision mattered, faster where conviction was earned. That’s the mark of real growth. We’re not here to chase trends. We’re here to build thinkers who can outlast them. Let’s keep sharpening the edge. @apostleoffin 🔥 Dashboard Highlight of the Week This week's spotlight shines on @firstbml1, who has been building a highly practical analytical model focused on tracking Crypto Whale movements. Project:- “Whale-Movement-Based Price Direction Generator V2 “ This model is built around a simple but powerful idea, which is to monitor whale on-chain movements to determine whether price direction can be inferred from how the market reacts. View the full breakdown of methods and insights here: x.com/firstbml1/status/20133… 👥 AnalyticSages Alumni: Beginner to Pro Corner One of our Cohort 6 alumni just shared their incredible journey from learner to professional. We’ve turned their story into a short, powerful video. 👉 Watch her story here: youtube.com/shorts/w3Lvh8vWz… 🚀 Ongoing Events √ Refer & Earn Program: Build with Us, Earn with Us. We've officially launched our Analytic Sages Referral Program! Now, when you refer a friend who enrolls and completes payment for a cohort, you earn a 5% commission. It's our way of rewarding you for helping grow our community of builders. 👉 Learn more and sign up to get your unique referral link here: tinyurl.com/m679ay5t 🚀 Upcoming Programs & Events Mark your calendars and get involved. Here’s what’s on the horizon: √ Live On-Chain Crime Investigation: A real-time, guided deep-dive into a live protocol or trending on-chain event. 📅 24th January, 2026 | TOMORROW | 8pm UTC 1 √ Become a Blockchain Analyst | Cohort 7: Final call! Registration closes Jan 30, 2026. Your 2026 career shift starts here. 🔗 analyticsages.io/beginner-bl… √ Beyond the Query X Series | Episode 15: 📅 6th February, 2026 | 8pm UTC 1 √ Analytic Sages February Community Call: Strategy, demos, and community building. Featuring grace-period presentations from 3 Cohort 6 mentees. 📅 Feb 7, 2026 | 6PM UTC 1 √ Python for Blockchain Analyst | Cohort 2.0: The next step after SQL. Registration opens soon. 🔗 analyticsages.io/python-for-… 👥 Join the Movement Web3 data is better when we build together. 👉 Join our community: analyticsages.io [Click on "Join Community"] 📣 Call to Action Want to be featured in next week’s recap? Submit your dashboard or tag a community member whose work deserves the spotlight. Let’s grow the craft together. 📌 Remember, we have 7 days to go before the “SQL Cohort 7” training starts That’s a wrap for this week! Stay curious. Stay building. Wake up and build. ✌️ #AnalyticSages #Web3Data #OnchainAnalysis #DataLiteracy #FutureSkills #Cohort7 #ReferAndEarn #CommunityRecap

Analytic Sages Weekly Recap – January 16th, 2026 From in-depth on-chain investigations to strategic career planning for 2026, this week was a powerful reminder that data is the foundational language of the future. Here’s a snapshot of what happened and what’s coming next in the community. 👋 A Note from the Founder Hey Sages, Consider this: 5 years from now, in 2031, the World Economic Forum projects that data analysts and scientists will be among the most in-demand roles globally, with data-driven decision-making permeating every industry. The language of data is no longer a specialty; it is becoming the new business and technological literacy. This is the future we are preparing you for at Analytic Sages. Our mission; to democratize data skills and turn learners into professional builders has never been more critical. Whether you're deconstructing a smart contract, analyzing a protocol's health, or building your first dashboard, you are not just learning a query. You are learning to read, write, and speak the language that will shape the next decade. This week, our community showed exactly that, applying this language to uncover real insights. Let's keep building this fluency, together. @apostleoffin 🔥 Dashboard Highlight of the Week This week's spotlight shines on @IamEbukkah, who demonstrated incredible resilience by consistently delivering deep dives in his #30DaysOfDataAnalytics challenge. Project: Day 14 - $GRASS Airdrop Engagement Analysis This dashboard performs a crucial post-airdrop health check by comparing the number of wallets that claimed the $GRASS airdrop with the total amount staked afterward. Why This Matters: It moves beyond surface-level participation metrics to answer a vital question: How much of the airdrop led to meaningful, long-term protocol engagement? The analysis reveals the clear gap between initial claims and sustained value lock-in, a key insight for any protocol or investor. View the full breakdown of methods and insights here: x.com/i/status/2012034579834… 🚀 Ongoing Events √ Refer & Earn Program: Build with Us, Earn with Us. We've officially launched our Analytic Sages Referral Program! Now, when you refer a friend who enrolls and completes payment for a cohort, you earn a 5% commission. It's our way of rewarding you for helping grow our community of builders. 👉 Learn more and sign up to get your unique referral link here: tinyurl.com/m679ay5t 🚀 Upcoming Programs & Events Mark your calendars and get involved. Here’s what’s on the horizon: √ Become a Blockchain Analyst | Cohort 7: Final call! Registration closes Jan 30, 2026. Your 2026 career shift starts here. 🔗 analyticsages.io/beginner-bl… √ Live Onchain Investigation: A real-time, guided deep-dive into a live protocol or trending on-chain event. 📅 Date & Time: TBA (Watch community channels i.e WhatsApp & Discord) √ Beyond the Query X Series | Episode 15: 📅 6th February, 2026 | 8pm UTC 1 √ Analytic Sages February Community Call: Strategy, demos, and community building. Featuring grace-period presentations from 3 Cohort 6 mentees. 📅 Feb 7, 2026 | 6PM UTC 1 √ CODE/DATA TEARDOWN: Our signature deep-dive into a community member's SQL or Python project. 📅 13th February, 2026 | 8pm UTC 1 √ Beyond the Query X Series | Episode 16: 📅 20th February, 2026 | 8pm UTC 1 √ Python for Blockchain Analyst | Cohort 2.0: The next step after SQL. Registration opening soon. 🔗 analyticsages.io/python-for-… 👥 Join the Movement Web3 data is better when we build together. 👉 Join our community: analyticsages.io [Click on "Join Community"] 📣 Call to Action Want to be featured in next week’s recap? Submit your dashboard or tag a community member whose work deserves the spotlight. Let’s grow the craft, together. 📌 That’s a wrap for this week! Stay curious. Stay building. Wake up and build. ✌️ #AnalyticSages #Web3Data #OnchainAnalysis #DataLiteracy #FutureSkills #Cohort7 #ReferAndEarn #CommunityRecap

The feedback loop is the most critical infrastructure for any AI project and this weeks recap proves that the @HeyElsaAI community is not just observing but actively shaping the protocol. We have spent the last seven days analyzing thousands of interactions and the signal is clear: users are looking for more than just a chatbot; they want a sophisticated execution layer that understands deep market sentiment and complex on-chain data. One of the most recurring themes from our community members is the demand for tighter integration between predictive analytics and real-time execution. Your feedback has directly influenced our current development sprint, focusing on refining how Elsa interprets multi-chain liquidity shifts and social signals. We are moving away from generic responses toward a highly personalized AI companion that learns from your specific trading style and risk tolerance. Seeing the community share their success stories and edge cases helps us stress-test the system in ways a closed environment never could. This organic growth and constant dialogue are what turn a tool into an ecosystem. We are listening, we are building, and we are iterating faster than ever based on your direct input. The transition from a beta product to a market-leading AI agent is happening in real-time and it is being fueled by your insights. #ElsaAI #HeyElsa #AIAgent #CommunityRecap #Web3AI #DeFAI #AIRevolution

✨ ZeroToon Test — Recap & Thanks! ✨ One week, four themes, hundreds of panels—your creativity turned Spot Zero lore into living comics! 💡 2,800 strips generated 🏆 Top Theme: SPZ x Anime 🐲 Most loved SP Character: Kagari Huge shout-out to everyone who joined the private channel, battled /toon cooldowns, and gave us priceless feedback. What’s next? 🔹 More characters & multi-page formats 🔹 ZeroToon Web-platform Launch 🔹 Creator Program Stay tuned! Check more 👉 discord.com/channels/1277879… #ZeroToon #AIComics #SpotZero #CommunityRecap

✨ Big thanks to everyone who joined the #StarCraft Canada Community Meeting!🍁 🎉During the session, we answered tons of great questions about the StarCraft Partner Program. 👏We were happy to see many of you join #DAO governance and become StarCraft Partners! 🚀 🙏Your support drives the future of the StarCraft ecosystem. Let's build the #Satrcraft metaverse ecosystem together. 🪐🌐 #StarCraftDAO #CommunityRecap #Web3 #GameFi #SCT #DAOCommunity

🍕✨ Chill Talks Session 3 Recap! This week, we dove into exciting updates, shared progress, and brainstormed big ideas together. The energy and collaboration from the community were 🔥 Missed it? Don’t worry, here is the recording! Let’s keep building! #ChillPizza #ChillTalks #CommunityRecap #pizza

Frens! May was an incredible month for the #Viction ecosystem. If you missed any details, don't stress! Here's an infographic highlighting the key points you might have missed last month 👇 #Vic $VIC #CommunityRecap

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