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Learning & Exams

Courses, study systems, explainers, educational resources, and preparation for difficult tests.

Visual leads · 2026-10-15

Eight from today

Complete 63-card shelf
Landing-page snapshot of nepem.org Observed 2026-10-15 Nɛpɛm puts Kenyang learning under community review nepem.org

A free Kenyang tutor pairs sentence-building and two-person games with a way for speakers to contribute words and corrections.

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Landing-page snapshot of boncuklu.org Observed 2026-10-15 Boncuklu Höyük: The beginnings of village life boncuklu.org

A public-facing guide to a Neolithic settlement on Turkey’s Konya Plain, with archaeology, classroom resources and practical visit guidance.

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Landing-page snapshot of insidethemodel.app Observed 2026-10-15 Inside the Model’s six-question transformer lab insidethemodel.app

A browser-based set of guided experiments for investigating how a small transformer produces predictions.

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Landing-page snapshot of lambencies.top Observed 2026-10-15 量子算法漫游: An Interactive Quantum-Computing Guide lambencies.top

A Chinese-language, interactive introduction to quantum computing, with visual explanations and browser-based experiments covering concepts from qubits to Grover search and Shor’s algorithm.

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Landing-page snapshot of yoloexe.com Observed 2026-10-15 YOLO, Explained in One Look yoloexe.com

An interactive crash course shows how YOLO object detection turns an image into boxes and labels, then offers browser-based model tests.

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Landing-page snapshot of catholicschoolcompass.org Observed 2026-10-15 Catholic School Compass rates faith life alongside academics catholicschoolcompass.org

A school-finding and comparison site for Catholic colleges and high schools, with ratings that also cover Catholic life at public and secular colleges.

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Landing-page snapshot of javaarena.com Observed 2026-10-15 Java Arena: a Java course in the browser javaarena.com

A free, non-commercial Java course with exercises the site says are compiled by javac 21 and run in a Java virtual machine inside your browser.

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Landing-page snapshot of mothilda.com Observed 2026-10-15 Mothilda, the 2 a.m. Nigerian study moth mothilda.com

Mothilda presents an AI study buddy for Nigerian exam prep, turning students’ handouts and past questions into explainers, quizzes, and spaced-repetition practice.

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Complete daily shelf · Learning & Exams

All 63 cards from 2026-10-15

The eight visual leads appear above; the remaining 55 continue here in their published shelf order.

Landing-page snapshot of pricesandcrises.com Prices & Crises maps ten U.S. economic crises pricesandcrises.com

An interactive mind map connects ten economic crises to prices, policy, and their effects on everyday life.

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Landing-page snapshot of sembrandovalores.online CET N.º 24: Aprender haciendo en Río Colorado sembrandovalores.online

The Río Colorado agricultural school presents its technical program, two campuses, student-made products, school radio, and community activities.

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Landing-page snapshot of beanesis.com Beanesis: coffee, layer by layer beanesis.com

An illustrated, interactive atlas follows coffee from seed and fruit through processing and roasting toward the cup.

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Landing-page snapshot of diysolarbook.com DIY Solar Book’s 92-build field manual diysolarbook.com

A free online manual for people who want to heat, cool, or power a home with hands-on solar projects.

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Landing-page snapshot of eraseunavezopensource.org Érase unha vez un proxecto Open Source eraseunavezopensource.org

An illustrated story uses a cardboard box, a cat named Teky, and a forest of animals to teach open-source concepts.

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Landing-page snapshot of erptwin.com ERPTwin makes SAP processes visible erptwin.com

Free, no-sign-up simulations show how SAP processes move goods, create documents, change stock, and affect accounting.

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Landing-page snapshot of languesbantoues.com Kibeembe lessons with Michel Moukouyou Kimbouala languesbantoues.com

An online course teaches kibeembe through short lessons, exercises and corrections, for solo learners or groups and families.

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Landing-page snapshot of myabc.app MyABC: a father’s three language-learning apps myabc.app

Peter, a programmer and father, presents three free Android apps for children practising the Slovak R sound, syllables, and first English words.

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Landing-page snapshot of phylomathematics.com Phylomathematics Maps the Evolution of Mathematical Ideas phylomathematics.com

An interactive network explores how mathematical fields and ideas descend, merge, emerge independently, go dormant, and return.

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Landing-page snapshot of superintelligence.ryukyu Superintelligence: Operate the Machine superintelligence.ryukyu

A hands-on AI exhibit lets visitors experiment with a language model, generate images, and train a neural network in their browser.

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Landing-page snapshot of teachpatch.com TeachPatch gives special-education teachers a lesson-to-analysis workflow teachpatch.com

A Korean-language tool for creating individualized learning activities, running them across devices, and reviewing student performance.

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Landing-page snapshot of vonlipinski.net von Lipinski’s open science lab vonlipinski.net

A German-language collection of 19 interactive biology and chemistry simulations for grades 7–13, aligned with Berlin’s curriculum.

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Landing-page snapshot of agentale.app Agentale’s quest map for learning AI agents agentale.app

An interactive, pixel-art learning world takes beginners from basic Python toward building AI agents by writing and running code.

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Landing-page snapshot of investorlife.app The Investor by StockToWealth investorlife.app

A 3D financial-literacy game where players earn game money through local jobs, invest in Nigerian financial products, and track their progress toward financial freedom.

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Landing-page snapshot of chipbuilder.org Chip Builder: a CPU-building puzzle game chipbuilder.org

A Windows game teaches digital logic by having players wire circuits and build toward a programmable CPU.

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Landing-page snapshot of problemsum.com ProblemSum’s worked PSLE word problems problemsum.com

ProblemSum offers Singapore-style maths word problems for children, with worked solutions designed for iPhone, iPad, and Mac.

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Landing-page snapshot of wildfire-tabletop.com Wildfire Tabletop turns incident command into a shared rehearsal wildfire-tabletop.com

A bilingual browser-based 3D exercise for wildland-fire teams, built around coordinating ground crews, water supply, and aircraft on a shared incident picture.

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Landing-page snapshot of drivingdrills.com Driving Drills puts traffic rules on the road drivingdrills.com

An app for practising Norway and Sweden class B driving theory and road situations, with answers tied to official rules and sources.

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Landing-page snapshot of findgreatarchitecture.com A building wall with a daily architecture quiz findgreatarchitecture.com

Find Great Architecture is a searchable building reference for architecture students, with credited photos, key features, and links to plans, sections, and case-study articles.

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Landing-page snapshot of geoname.app Geoname: name the countries from memory geoname.app

An interactive geography challenge where players name countries and uncover them on a world map.

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Landing-page snapshot of getpassu.com Pari Passu: Credit Memo Practice getpassu.com

A practice tool for private-credit analysts that scores credit memos and lets users defend them in AI-led investment-committee follow-ups.

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Landing-page snapshot of hikayeli.com Hikâyeli’s five-step story lessons hikayeli.com

A browser-based language practice app that uses short stories, phrase review, and writing or speaking prompts.

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Landing-page snapshot of histolayer.com Histolayer connects the specimen to its slide histolayer.com

An interactive histology and pathology teaching tool that lets users explore gross tissue cross-sections alongside microscopic slides.

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Landing-page snapshot of hypergeeku.com HyperGeek Cell Explorer: one cell, five reading levels hypergeeku.com

An interactive animal-cell lesson explains organelles at five levels, from children through graduate school.

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Landing-page snapshot of numroo.com Numroo’s multilingual math kangaroo numroo.com

Numroo presents elementary math games and printable worksheets in four language editions, organized around Korean, Taiwan, Vietnamese, and Japanese school curricula.

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Landing-page snapshot of orienly.com Orienly: school guidance for Moroccan students orienly.com

A French-language guidance platform for Moroccan high-school students, pairing grade-aware recommendations with admissions timelines and application tracking.

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Landing-page snapshot of plyup.online PlyUp turns chess concepts into timed practice plyup.online

A Portuguese-language chess training service teaches one concept at a time through short lessons, interactive positions, quizzes, and practice against a level-matched opponent.

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Landing-page snapshot of skipdistance.app Skip Distance’s browser-based UT practice bench skipdistance.app

A browser tool for practising manual ultrasonic testing, from calibration and DAC setup to scanning a weld.

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Landing-page snapshot of soratoi.com Soratoi: Questions for the Cosmos soratoi.com

A Japanese astronomy learning site that starts with a question, then uses short explanations, diagrams, and interactive exploration to follow the answer.

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Landing-page snapshot of tryalai.app Alai catches the step that went wrong tryalai.app

Alai presents a voice-first STEM homework tutor for iPad, designed to give students a short hint instead of solving the problem for them.

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Landing-page snapshot of vesovaya.com Весовая: English voice practice for truckers vesovaya.com

A Russian-language school helps truck and delivery drivers practise understanding spoken English at weigh stations.

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Landing-page snapshot of zefanscience.com Zefan’s Science Notebook: Cells, Labs and a Five-Year Roadmap zefanscience.com

A student’s science notebook organizes KS3 topics, lab entries, revision activities and a roadmap toward GCSE.

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Landing-page snapshot of zmajprica.com Змај прича: Serbian for everyday life zmajprica.com

A browser-based Serbian course for Russian speakers, spanning the alphabet to B2 with audio, writing and dictation practice, error explanations, spaced review, and mini-games.

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Landing-page snapshot of aircrewlab.com AircrewLab’s A320 failure-chain training aircrewlab.com

An independent A320/A321 training site for pilots, with systems lessons, scenarios, visual material and Captain-level challenges.

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Landing-page snapshot of cambridgeacademy.app Cambridge Academy’s B1–C2 Exam Practice cambridgeacademy.app

A browser-based practice library for B1 Preliminary, B2 First, C1 Advanced and C2 Proficiency, with exercises across five exam-paper types.

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Landing-page snapshot of francesavoirfairerwanda.com France Savoir-Faire Rwanda’s meat-trades bootcamp francesavoirfairerwanda.com

A proposed vocational training centre in Rwanda focused on butchery, meat cutting and processing.

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Landing-page snapshot of ftf.kids Field Trip Flight: a game for the window seat ftf.kids

Field Trip Flight presents an educational in-flight game for kids, with missions, flight-window alerts, collectible patches, and a travel journal.

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Landing-page snapshot of glowmancy.com Glowmancy teaches the reasoning behind the recipe glowmancy.com

An author-led learning site for natural skincare formulation, soapmaking, and candle making, with articles, an AI knowledge assistant, and downloadable books.

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Landing-page snapshot of lematha.academy LeMatha makes math a prediction game lematha.academy

An interactive Arabic math book presents lessons as animated, step-by-step explanations, from basic counting through calculus.

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Landing-page snapshot of moneyloopfinance.world The Money Loop turns quant finance into a set of experiments moneyloopfinance.world

An account-free learning site pairs animated quant-finance lessons with interactive simulations and a paper-money portfolio simulator.

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Landing-page snapshot of payufi.digital Payufi’s weekend craft workshops payufi.digital

A Białystok school offers weekend workshops in woodworking, ceramics, bookbinding and upholstery, with materials and tools included.

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Landing-page snapshot of secretes.xyz Éphéméride Bootcamp: One Page at a Time secretes.xyz

A French-language coding bootcamp lays out a 100-day course built around 30-minute daily lessons, practice, and a cohort journal.

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Landing-page snapshot of whittlepage.com Whittlepage’s Paramedic Batting-Order Notes whittlepage.com

A downloadable paramedic exam study guide that organizes each topic around what it is, why it happens, what comes first, and what can wait.

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Landing-page snapshot of chapterally.com ChapterAlly’s spoiler-safe reading briefs chapterally.com

ChapterAlly pairs novels with prompts about what to notice before each chapter, then close readings and questions for after.

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Landing-page snapshot of kittymath.app Kitty Math Master turns practice rounds into kitty unlocks kittymath.app

An ad-free learning game that pairs timed math practice with points, collectible kitties, and parent-set rewards.

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Landing-page snapshot of boardreadyrn.com boardreadyRN — NCLEX-RN practice for internationally educated nurses boardreadyrn.com

A free, 50-question NCLEX-RN diagnostic aimed at nurses educated outside the United States.

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Landing-page snapshot of gensogakusho.com Genso Gakusho gives the elements a cast of characters gensogakusho.com

Science creator Agedoridori’s project turns chemical elements into characters across illustrations, educational material, a book and games.

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Landing-page snapshot of getkanaria.com Kanaria makes Japanese kana practice unusually concrete getkanaria.com

A landing page for an upcoming iPhone and iPad app that teaches hiragana and katakana through handwriting checks, reviews, and reading practice.

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Landing-page snapshot of misbarquran.com Misbar Quran’s planned word-by-word recitation companion misbarquran.com

A Quran memorization site presenting an upcoming recitation app alongside free study guides, review tools, and memorization tests.

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Landing-page snapshot of onamonapia.net onamonapia: little games for two onamonapia.net

A collection of simple games for grown-ups and toddlers to play together on one screen.

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Landing-page snapshot of loteriaspanish.com Lotería de Palabras turns Mexican Spanish into a game loteriaspanish.com

A paid, level-based game for learning Mexican Spanish through vocabulary, grammar, reading, writing, and listening.

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Landing-page snapshot of ngocngheso.site Ngọc Nghề Số Lục Yên connects gemstone craft with career learning ngocngheso.site

A Vietnamese career-learning site that uses Lục Yên’s gemstone-painting heritage to frame career exploration for high-school students.

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Landing-page snapshot of oddsare.link Odds Are: a ladder of probability puzzles oddsare.link

A family-oriented game concept built around counterintuitive probability puzzles, live demos, trivia, chess, and shared play.

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Landing-page snapshot of yearhop.com Yearhop’s confidence-rated history atlas yearhop.com

Yearhop presents a map-based history atlas spanning 12,000 BCE to today, with classroom-oriented deep dives.

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Landing-page snapshot of bharatcalling.org Bharat Calling’s Sahyadri Field Camps bharatcalling.org

Bharat Calling presents experiential-learning camps and rural immersion activities in the Sahyadris.

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Across the archive

Learning & Exams, accumulating

4,500 cards provide an early longitudinal view—not a measure of the whole web.

Category pulse

score + signals · rolling 21 days
Learning & Exams score and signal pulse Daily median editorial-interest threads for every category, the category average, and the daily prevalence of ten overlapping signals for Learning & Exams over the latest 21 issues. Weird Finds daily median score Oddly Specific daily median score Useful Tools daily median score Developer Corner daily median score AI Table daily median score Civic & Public Life daily median score Human Services daily median score Global Trade Desk daily median score Food, Events & Hospitality daily median score Commerce Shelf daily median score Content & Blogs daily median score Personal Pages daily median score Local Businesses daily median score Suspicious Gentlemen daily median score Daily average of category median scores Learning & Exams daily median score 2026-09-25: Learning & Exams median 78.02026-09-26: Learning & Exams median 78.02026-09-27: Learning & Exams median 78.02026-09-28: Learning & Exams median 78.02026-09-29: Learning & Exams median 78.02026-09-30: Learning & Exams median 78.02026-10-01: Learning & Exams median 78.02026-10-03: Learning & Exams median 78.02026-10-05: Learning & Exams median 78.02026-10-06: Learning & Exams median 78.02026-10-07: Learning & Exams median 78.02026-10-08: Learning & Exams median 78.02026-10-09: Learning & Exams median 78.02026-10-10: Learning & Exams median 78.02026-10-11: Learning & Exams median 78.02026-10-12: Learning & Exams median 77.02026-10-13: Learning & Exams median 80.02026-10-14: Learning & Exams median 78.02026-10-15: Learning & Exams median 78.0 ○ Open 2026-09-25: 100% open across 41 published cards 2026-09-26: 98% open across 50 published cards 2026-09-27: 100% open across 52 published cards 2026-09-28: 100% open across 46 published cards 2026-09-29: 100% open across 35 published cards 2026-09-30: 100% open across 51 published cards 2026-10-01: 100% open across 44 published cards 2026-10-02: 0% open across 0 published cards 2026-10-03: 100% open across 41 published cards 2026-10-04: 0% open across 0 published cards 2026-10-05: 100% open across 40 published cards 2026-10-06: 100% open across 47 published cards 2026-10-07: 98% open across 45 published cards 2026-10-08: 100% open across 44 published cards 2026-10-09: 100% open across 40 published cards 2026-10-10: 100% open across 49 published cards 2026-10-11: 100% open across 50 published cards 2026-10-12: 100% open across 59 published cards 2026-10-13: 100% open across 43 published cards 2026-10-14: 100% open across 51 published cards 2026-10-15: 100% open across 63 published cards ⊠ Login 2026-09-25: 20% login across 41 published cards 2026-09-26: 18% login across 50 published cards 2026-09-27: 17% login across 52 published cards 2026-09-28: 11% login across 46 published cards 2026-09-29: 26% login across 35 published cards 2026-09-30: 22% login across 51 published cards 2026-10-01: 25% login across 44 published cards 2026-10-02: 0% login across 0 published cards 2026-10-03: 12% login across 41 published cards 2026-10-04: 0% login across 0 published cards 2026-10-05: 15% login across 40 published cards 2026-10-06: 15% login across 47 published cards 2026-10-07: 36% login across 45 published cards 2026-10-08: 11% login across 44 published cards 2026-10-09: 8% login across 40 published cards 2026-10-10: 16% login across 49 published cards 2026-10-11: 28% login across 50 published cards 2026-10-12: 20% login across 59 published cards 2026-10-13: 16% login across 43 published cards 2026-10-14: 14% login across 51 published cards 2026-10-15: 16% login across 63 published cards $ Paid 2026-09-25: 41% paid across 41 published cards 2026-09-26: 20% paid across 50 published cards 2026-09-27: 21% paid across 52 published cards 2026-09-28: 37% paid across 46 published cards 2026-09-29: 31% paid across 35 published cards 2026-09-30: 22% paid across 51 published cards 2026-10-01: 27% paid across 44 published cards 2026-10-02: 0% paid across 0 published cards 2026-10-03: 32% paid across 41 published cards 2026-10-04: 0% paid across 0 published cards 2026-10-05: 15% paid across 40 published cards 2026-10-06: 19% paid across 47 published cards 2026-10-07: 36% paid across 45 published cards 2026-10-08: 25% paid across 44 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across 40 published cards 2026-10-10: 2% ads across 49 published cards 2026-10-11: 0% ads across 50 published cards 2026-10-12: 0% ads across 59 published cards 2026-10-13: 2% ads across 43 published cards 2026-10-14: 0% ads across 51 published cards 2026-10-15: 0% ads across 63 published cards * Pretty 2026-09-25: 93% pretty across 41 published cards 2026-09-26: 80% pretty across 50 published cards 2026-09-27: 81% pretty across 52 published cards 2026-09-28: 72% pretty across 46 published cards 2026-09-29: 89% pretty across 35 published cards 2026-09-30: 82% pretty across 51 published cards 2026-10-01: 91% pretty across 44 published cards 2026-10-02: 0% pretty across 0 published cards 2026-10-03: 88% pretty across 41 published cards 2026-10-04: 0% pretty across 0 published cards 2026-10-05: 95% pretty across 40 published cards 2026-10-06: 89% pretty across 47 published cards 2026-10-07: 78% pretty across 45 published cards 2026-10-08: 84% pretty across 44 published cards 2026-10-09: 92% pretty across 40 published cards 2026-10-10: 84% pretty across 49 published cards 2026-10-11: 82% pretty across 50 published cards 2026-10-12: 85% pretty across 59 published cards 2026-10-13: 88% pretty across 43 published cards 2026-10-14: 76% pretty across 51 published cards 2026-10-15: 84% pretty across 63 published cards ● Pro 2026-09-25: 66% pro across 41 published cards 2026-09-26: 70% pro across 50 published cards 2026-09-27: 69% pro across 52 published cards 2026-09-28: 63% pro across 46 published cards 2026-09-29: 71% pro across 35 published cards 2026-09-30: 59% pro across 51 published cards 2026-10-01: 77% pro across 44 published cards 2026-10-02: 0% pro across 0 published cards 2026-10-03: 54% pro across 41 published cards 2026-10-04: 0% pro across 0 published cards 2026-10-05: 65% pro across 40 published cards 2026-10-06: 79% pro across 47 published cards 2026-10-07: 60% pro across 45 published cards 2026-10-08: 66% pro across 44 published cards 2026-10-09: 60% pro across 40 published cards 2026-10-10: 61% pro across 49 published cards 2026-10-11: 62% pro across 50 published cards 2026-10-12: 46% pro across 59 published cards 2026-10-13: 74% pro across 43 published cards 2026-10-14: 67% pro across 51 published cards 2026-10-15: 65% pro across 63 published cards ◎ Niche 2026-09-25: 98% niche across 41 published cards 2026-09-26: 96% niche across 50 published cards 2026-09-27: 94% niche across 52 published cards 2026-09-28: 98% niche across 46 published cards 2026-09-29: 100% niche across 35 published cards 2026-09-30: 98% niche across 51 published cards 2026-10-01: 95% niche across 44 published cards 2026-10-02: 0% niche across 0 published cards 2026-10-03: 98% niche across 41 published cards 2026-10-04: 0% niche across 0 published cards 2026-10-05: 95% niche across 40 published cards 2026-10-06: 98% niche across 47 published cards 2026-10-07: 100% niche across 45 published cards 2026-10-08: 100% niche across 44 published cards 2026-10-09: 98% niche across 40 published cards 2026-10-10: 98% niche across 49 published cards 2026-10-11: 96% niche across 50 published cards 2026-10-12: 93% niche across 59 published cards 2026-10-13: 95% niche across 43 published cards 2026-10-14: 84% niche across 51 published cards 2026-10-15: 98% niche across 63 published cards ◉ Human 2026-09-25: 7% human across 41 published cards 2026-09-26: 12% human across 50 published cards 2026-09-27: 17% human across 52 published cards 2026-09-28: 11% human across 46 published cards 2026-09-29: 6% human across 35 published cards 2026-09-30: 16% human across 51 published cards 2026-10-01: 11% human across 44 published cards 2026-10-02: 0% human across 0 published cards 2026-10-03: 5% human across 41 published cards 2026-10-04: 0% human across 0 published cards 2026-10-05: 18% human across 40 published cards 2026-10-06: 9% human across 47 published cards 2026-10-07: 4% human across 45 published cards 2026-10-08: 9% human across 44 published cards 2026-10-09: 8% human across 40 published cards 2026-10-10: 16% human across 49 published cards 2026-10-11: 16% human across 50 published cards 2026-10-12: 15% human across 59 published cards 2026-10-13: 14% human across 43 published cards 2026-10-14: 27% human across 51 published cards 2026-10-15: 16% human across 63 published cards ! Risk 2026-09-25: 0% risk across 41 published cards 2026-09-26: 0% risk across 50 published cards 2026-09-27: 0% risk across 52 published cards 2026-09-28: 0% risk across 46 published cards 2026-09-29: 0% risk across 35 published cards 2026-09-30: 2% risk across 51 published cards 2026-10-01: 0% risk across 44 published cards 2026-10-02: 0% risk across 0 published cards 2026-10-03: 0% risk across 41 published cards 2026-10-04: 0% risk across 0 published cards 2026-10-05: 0% risk across 40 published cards 2026-10-06: 0% risk across 47 published cards 2026-10-07: 0% risk across 45 published cards 2026-10-08: 0% risk across 44 published cards 2026-10-09: 0% risk across 40 published cards 2026-10-10: 2% risk across 49 published cards 2026-10-11: 0% risk across 50 published cards 2026-10-12: 0% risk across 59 published cards 2026-10-13: 0% risk across 43 published cards 2026-10-14: 0% risk across 51 published cards 2026-10-15: 0% risk across 63 published cards ƒ JavaScript 2026-09-25: 29% javascript across 41 published cards 2026-09-26: 20% javascript across 50 published cards 2026-09-27: 33% javascript across 52 published cards 2026-09-28: 15% javascript across 46 published cards 2026-09-29: 43% javascript across 35 published cards 2026-09-30: 37% javascript across 51 published cards 2026-10-01: 39% javascript across 44 published cards 2026-10-02: 0% javascript across 0 published cards 2026-10-03: 22% javascript across 41 published cards 2026-10-04: 0% javascript across 0 published cards 2026-10-05: 15% javascript across 40 published cards 2026-10-06: 26% javascript across 47 published cards 2026-10-07: 42% javascript across 45 published cards 2026-10-08: 16% javascript across 44 published cards 2026-10-09: 28% javascript across 40 published cards 2026-10-10: 41% javascript across 49 published cards 2026-10-11: 26% javascript across 50 published cards 2026-10-12: 29% javascript across 59 published cards 2026-10-13: 26% javascript across 43 published cards 2026-10-14: 14% javascript across 51 published cards 2026-10-15: 32% javascript across 63 published cards
Learning & Exams14 other categoriesDaily category averageScore axis 65–85Signal share0–100%

The rolling 21-day upper threads compare daily category medians; the bold thread is Learning & Exams. Below, signal colour shows the share of that day’s published Learning & Exams cards carrying each mark.

What moves with an 80+ score

1,431 high-interest cards
Signal prevalence among Learning & Exams cards scoring 80 or higher Percentage-point difference between each signal’s prevalence across this category and among the category’s cards with an editorial-interest score of 80 or higher. Open: 79% across all Learning & Exams cards and 91% among cards scoring 80+, a +13 pp difference. ○ Open 79% → 91% +13 pp +13 pp Login: 24% across all Learning & Exams cards and 15% among cards scoring 80+, a -9 pp difference. ⊠ Login 24% → 15% -9 pp -9 pp Paid: 25% across all Learning & Exams cards and 27% among cards scoring 80+, a +2 pp difference. $ Paid 25% → 27% +2 pp +2 pp Ads: 1% across all Learning & Exams cards and 1% among cards scoring 80+, a 0 pp difference. † Ads 1% → 1% 0 pp 0 pp Pretty: 90% across all Learning & Exams cards and 98% among cards scoring 80+, a +8 pp difference. * Pretty 90% → 98% +8 pp +8 pp Pro: 55% across all Learning & Exams cards and 100% among cards scoring 80+, a +45 pp difference. ● Pro 55% → 100% +45 pp +45 pp Niche: 94% across all Learning & Exams cards and 98% among cards scoring 80+, a +4 pp difference. ◎ Niche 94% → 98% +4 pp +4 pp Human: 13% across all Learning & Exams cards and 18% among cards scoring 80+, a +5 pp difference. ◉ Human 13% → 18% +5 pp +5 pp Risk: 0% across all Learning & Exams cards and 0% among cards scoring 80+, a 0 pp difference. ! Risk 0% → 0% 0 pp 0 pp JavaScript: 26% across all Learning & Exams cards and 29% among cards scoring 80+, a +3 pp difference. ƒ JavaScript 26% → 29% +3 pp +3 pp

This exposes association inside the published catalogue, not causation or site quality. The 80+ threshold is the pipeline’s editorial-interest score.