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Learning & Exams

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

Visual leads · 2026-10-26

Eight from today

Complete 54-card shelf
Landing-page snapshot of whogetspaid.org Observed 2026-10-26 Who Gets Paid? Money lessons built around the stuff kids buy whogetspaid.org

Interactive lessons invite kids to guess how money is divided behind toys, YouTube, V-Bucks, Tesla and Cheetos, then play through the answer.

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Landing-page snapshot of amazonaverse.com Observed 2026-10-26 Vittata’s Storm-Broken Island amazonaverse.com

A bilingual browser adventure uses Puerto Rican ecology and culture to teach players to make evidence-based choices.

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Landing-page snapshot of symphonyatlas.app Observed 2026-10-26 Symphony Atlas turns classical form into a listening map symphonyatlas.app

The site pairs classical recordings with time-stamped guides to sections such as the exposition, development, recapitulation, and coda.

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Landing-page snapshot of iynk.tech Observed 2026-10-26 iynk puts a hardware bench in the browser iynk.tech

A free, browser-based set of interactive labs for building, wiring, coding, and testing boards, robots, and drones.

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Landing-page snapshot of kikoku-teppeki.com Observed 2026-10-26 帰国受験 鉄壁サポート: a returnee admissions planner kikoku-teppeki.com

A free Japanese-language planner that helps families returning from overseas find schools and organize admissions deadlines and paperwork.

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Landing-page snapshot of standinthestory.com Observed 2026-10-26 Stand in the Story’s teacher-led VR lesson library standinthestory.com

A library of classroom VR lessons places students in 360° reconstructions of historical, literary, scientific, and everyday settings.

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Landing-page snapshot of ciriklo.app Observed 2026-10-26 Čiriklo teaches North Central Romani, one short lesson at a time ciriklo.app

A Czech-language iPhone app for learning North Central (Slovak) Romani through short lessons, audio, sentence-building exercises, and review.

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Landing-page snapshot of dosbench.org Observed 2026-10-26 dosbench: 8086 assembly, one instruction at a time dosbench.org

A guide to 8086 assembly and DOS with examples readers can step through, plus a sign-in option for a cloud DOS machine.

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Complete daily shelf · Learning & Exams

All 54 cards from 2026-10-26

The eight visual leads appear above; the remaining 46 continue here in their published shelf order.

Landing-page snapshot of poetrybuds.com Poetry Buds turns one Chinese poem into three days of play poetrybuds.com

A Chinese poetry resource for families with children ages 2–5, combining Mandarin readings, pinyin, English parent guides, games, and printable workbooks.

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Landing-page snapshot of krillion-game.site Krillion Game makes obscure places the winning answer krillion-game.site

A free daily geography quiz asks players to name listed cities and towns in seven timed rounds, with smaller-population answers earning higher tiers.

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Landing-page snapshot of oilgaslibrary.com Oil & Gas Library: a well-depth syllabus in Arabic oilgaslibrary.com

A free Arabic-language learning platform for oil-and-gas engineering, with lessons, short videos, quizzes, calculators and a terminology glossary.

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Landing-page snapshot of kuttyphonics.com Kutty Phonics teaches English sounds through Malayalam kuttyphonics.com

A phonics app for children aged 3–8 that connects English sounds to Malayalam, with lessons, games, and parent and teacher guides.

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Landing-page snapshot of permitdrills.com PermitDrills: bilingual permit-test practice by state permitdrills.com

Chinese-English driver’s permit practice for five U.S. states, organized around each state’s official handbook.

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Landing-page snapshot of wonso-saegim.com The Element Apartment (원소 새김) wonso-saegim.com

A free Korean-language study site turns the first 20 chemical elements into apartment residents, with an interactive map, quiz, songs, and memory cues.

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Landing-page snapshot of akinkids.app AkinKids: lessons that end off-screen akinkids.app

AkinKids presents free narrated lessons and routine-learning apps for children roughly 4–9, designed to turn short screen sessions into real-world practice.

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Landing-page snapshot of andersonarcade.com Anderson Arcade: The Great Mortality andersonarcade.com

A classroom history game follows a family fleeing the Black Death in Italy in 1347–1348.

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Landing-page snapshot of chemistryk.org ChemistryK’s Practical Chemistry Simulator chemistryk.org

A Russian-language practice tool for chemistry practical rounds, where students identify unknown solutions by testing pairs of reagents and recording observations.

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Landing-page snapshot of devops-quest.com Final Interview: A DevOps Quest devops-quest.com

A free-in-browser interview-prep RPG guides players through a week of DevOps questions, puzzles, and a final interview panel.

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Landing-page snapshot of ghanabarcoach.com Bar Coach Ghana’s red-pen Pre-Bar ghanabarcoach.com

A Ghanaian Pre-Bar study project offering plain-English lessons and marked answer packs across four courses.

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Landing-page snapshot of helixlab.live Helix Lab’s driveable physics experiments helixlab.live

Helix Lab presents a browser-based physics laboratory where students can adjust prepared experiments, pause a run, and ask questions about what the model shows.

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Landing-page snapshot of kanhaland.org Kanhaland turns Krishna stories into play kanhaland.org

An early-preview learning site for families, pairing Krishna and Nimai stories with interactive play, quizzes, sacred-place explorations, and teacher materials.

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Landing-page snapshot of lunasecho.com Luna’s Echo lunasecho.com

A free, self-paced course introduces whale, dolphin, and porpoise biology and conservation through short, story-led lessons.

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Landing-page snapshot of minutecryptic.top Minute Cryptic Unlimited minutecryptic.top

A free cryptic-clue practice tool with 20 puzzles, three-step hints, and explained answers.

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Landing-page snapshot of nelotavi.com Nelotavi: a language without irregular verbs nelotavi.com

A public learning site for Nelotavi, a constructed language with a regular grammar, dictionary, conversation examples, and downloadable study materials.

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Landing-page snapshot of npcquiz.com NPC Quiz turns one map into six games npcquiz.com

A browser-based geography quiz offers six map games built around naming, locating, comparing, and stacking places.

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Landing-page snapshot of ohmlens.com OhmLens makes electronics lessons interactive ohmlens.com

A browser-based electronics course pairs lessons with circuit simulations that, according to the site, respond as learners change components.

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Landing-page snapshot of overheardinquebec.com Overheard in Québec: a field guide to spoken French overheardinquebec.com

A Québec French learning site that explains everyday expressions, their literal meanings, and how to use them in conversation.

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Landing-page snapshot of pebbleisland.app Pebble Island teaches before it tests pebbleisland.app

A home-learning app for Prep–Year 6 that presents read-aloud lessons and tap-based practice for children who learn differently.

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Landing-page snapshot of saildock.app Saildock: a browser-based yacht docking simulator saildock.app

A browser simulator for practicing yacht berthing, mooring, and departure maneuvers in ports with wind, current, and propeller effects.

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Landing-page snapshot of sociohan.com SocioHan turns class sociograms into explainable groups sociohan.com

A Catalan- and Spanish-language web tool for schools to collect student sociogram responses, inspect group dynamics, and propose balanced class groups.

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Landing-page snapshot of storyofkings.com Joseon Atlas: a royal family tree with the history attached storyofkings.com

조선의 결 is an interactive atlas of Joseon and the Korean Empire, linking rulers, family and political relationships, historical events, and screen adaptations.

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Landing-page snapshot of tablaperiodicacientifica.com Tabla Periódica Científica, beyond the wall chart tablaperiodicacientifica.com

A free Spanish-language interactive periodic table with element data, comparison views, chemistry calculators, and adjustable learning levels.

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Landing-page snapshot of tryroundsapp.com Rounds rehearses the whole patient encounter tryroundsapp.com

Rounds is a clinical-practice app for US medical students, built around fictional patients students question, examine, test, and diagnose.

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Landing-page snapshot of acornstory.studio Acorn Memories: a picture book for Korean study acornstory.studio

A browser-based picture-book experience pairing Korean stories with English translations, read-aloud controls, and Korean-study features.

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Landing-page snapshot of bowdash.com Bowdash: Viola & Violin Games bowdash.com

A forthcoming practice app that uses viola or violin notes as controls for short, game-based sessions in note reading, intonation, rhythm, and song playing.

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Landing-page snapshot of foxandpencil.com Fox & Pencil’s one-click worksheet maker foxandpencil.com

A free worksheet maker for ages 4–10 that generates printable math, reading, tracing, puzzle, and handwriting activities.

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Landing-page snapshot of glosmastaren.com Glosmästaren: spelling practice with fading clues glosmastaren.com

A free Swedish-language English vocabulary trainer for grades 3–6, where pupils enter their weekly words and practice spelling with picture clues.

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Landing-page snapshot of hitokoma-zukan.com ひとコマ図鑑: middle-school lessons in four panels hitokoma-zukan.com

A Japanese educational site that turns middle-school science, social studies, and math topics into quick four-panel comics with further explanations.

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Landing-page snapshot of plannersbench.com The Planner’s Bench: maintenance planning for the plant floor plannersbench.com

A training and template site for maintenance planners working in Mechanical and Instrumentation & Electrical (I&E), with material organized around SAP Plant Maintenance workflows.

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Landing-page snapshot of shibarimedellin.com Shibari Medellín’s ropes-and-consent calendar shibarimedellin.com

A Medellín community site listing shibari jams, workshops, events, and introductory pathways.

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Landing-page snapshot of malayalamlipi.com Malayalamlipi’s Malayalam learning desk malayalamlipi.com

A collection of Malayalam learning tools covering letters and sounds, dictionary lookup, translation, speaking practice, typing, school materials, and exam prep.

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Landing-page snapshot of sheettutor.top SheetTutor: Excel practice, one task at a time sheettutor.top

A free-to-explore library of Excel tasks with working examples, visual explanations, and interactive practice.

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Landing-page snapshot of tossyou.com Tossyou’s Korean exam practice room tossyou.com

A Korean CBT practice platform for qualification and civil-service exams, with question review, timed tests, and an error-tracking notebook.

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Landing-page snapshot of briellesworld.com Brielle’s World turns small experiments into a clay-world children’s app briellesworld.com

A forthcoming iPhone and iPad app for ages 3–9, built around short hands-on experiments guided by a character named Rona.

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Landing-page snapshot of wsdckorea.org Team Korea’s debating record—and a 2028 hosting bid wsdckorea.org

WSDC Team Korea documents the national schools debating team, its coaches and selection process, while outlining Korea’s bid to host the championship in 2028.

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Landing-page snapshot of all-ten.com All Ten: a daily arithmetic puzzle all-ten.com

A browser-based math game asks players to use four given numbers to make every target from 1 to 10.

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Landing-page snapshot of redrafted.app Redrafted makes workplace speaking a one-fix-at-a-time drill redrafted.app

An iPhone speaking-coach app that has users record short workplace answers, receive a score and one targeted fix, then record a redraft.

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Landing-page snapshot of rootsandreason.org Roots & Reason brings math and money lessons to a Hunan village rootsandreason.org

The bilingual volunteer project teaches basic math and financial literacy to children in grades 1–7 in Huangbei Village, Hunan.

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Landing-page snapshot of thenewtrade.org The New Trade’s proposed test loop for retraining thenewtrade.org

The New Trade proposes retraining programs for workers whose jobs are changing as AI takes on some tasks, with each program tested on worker personas before people take it.

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Landing-page snapshot of 10102323.xyz Meme English turns 3,065 memes into language lessons 10102323.xyz

A bilingual archive pairs English memes with Chinese translations, vocabulary, pronunciation, and explanations of their context.

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Landing-page snapshot of lemondedutravail.org Le Monde du Travail: a career-readiness club in Sédhiou lemondedutravail.org

A youth career club presents orientation resources, practical training, and a community for preparing to enter the professional world.

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Landing-page snapshot of trailhopgames.com The Spice Trail puts children in command of a circumnavigation trailhopgames.com

A planned iPad history game for children aged 6–10, based on Magellan’s 1519–1522 voyage.

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Landing-page snapshot of strokedex.com StrokeDex strokedex.com

A searchable index of 1,026 Japanese elementary-school kanji, with grade and stroke-count filters, browsing history, bookmarks, and advertised animated stroke order.

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Landing-page snapshot of transdermalilacguvenligi.com An opioid-patch safety lesson with a boss fight transdermalilacguvenligi.com

A Turkish-language interactive training game presents safety guidance for transdermal fentanyl and buprenorphine patches.

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Across the archive

Learning & Exams, accumulating

4,995 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 2026-10-06: 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 78.02026-10-16: Learning & Exams median 79.02026-10-17: Learning & Exams median 78.02026-10-18: Learning & Exams median 78.02026-10-19: Learning & Exams median 78.02026-10-20: Learning & Exams median 78.02026-10-21: Learning & Exams median 78.02026-10-22: Learning & Exams median 78.02026-10-23: Learning & Exams median 78.02026-10-24: Learning & Exams median 78.02026-10-25: Learning & Exams median 79.02026-10-26: Learning & Exams median 78.0 ○ Open 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 2026-10-16: 100% open across 39 published cards 2026-10-17: 100% open across 45 published cards 2026-10-18: 98% open across 43 published cards 2026-10-19: 100% open across 43 published cards 2026-10-20: 100% open across 55 published cards 2026-10-21: 100% open across 39 published cards 2026-10-22: 100% open across 51 published cards 2026-10-23: 100% open across 51 published cards 2026-10-24: 100% open across 32 published cards 2026-10-25: 100% open across 43 published cards 2026-10-26: 100% open across 54 published cards ⊠ Login 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 2026-10-16: 13% login across 39 published cards 2026-10-17: 24% login across 45 published cards 2026-10-18: 23% login across 43 published cards 2026-10-19: 9% login across 43 published cards 2026-10-20: 7% login across 55 published cards 2026-10-21: 13% login across 39 published cards 2026-10-22: 29% login across 51 published cards 2026-10-23: 18% login across 51 published cards 2026-10-24: 3% login across 32 published cards 2026-10-25: 12% login across 43 published cards 2026-10-26: 20% login across 54 published cards $ Paid 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 published cards 2026-10-09: 15% paid across 40 published cards 2026-10-10: 29% paid across 49 published cards 2026-10-11: 20% paid across 50 published cards 2026-10-12: 20% paid across 59 published cards 2026-10-13: 33% paid across 43 published cards 2026-10-14: 25% paid across 51 published cards 2026-10-15: 32% paid across 63 published cards 2026-10-16: 15% paid across 39 published cards 2026-10-17: 20% paid across 45 published cards 2026-10-18: 37% paid across 43 published cards 2026-10-19: 37% paid across 43 published cards 2026-10-20: 31% paid across 55 published cards 2026-10-21: 36% paid across 39 published cards 2026-10-22: 29% paid across 51 published cards 2026-10-23: 22% paid across 51 published cards 2026-10-24: 19% paid across 32 published cards 2026-10-25: 33% paid across 43 published cards 2026-10-26: 26% paid across 54 published cards † Ads 2026-10-06: 0% ads across 47 published cards 2026-10-07: 4% ads across 45 published cards 2026-10-08: 2% ads across 44 published cards 2026-10-09: 2% ads 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 2026-10-16: 0% ads across 39 published cards 2026-10-17: 0% ads across 45 published cards 2026-10-18: 0% ads across 43 published cards 2026-10-19: 0% ads across 43 published cards 2026-10-20: 2% ads across 55 published cards 2026-10-21: 5% ads across 39 published cards 2026-10-22: 4% ads across 51 published cards 2026-10-23: 0% ads across 51 published cards 2026-10-24: 3% ads across 32 published cards 2026-10-25: 0% ads across 43 published cards 2026-10-26: 4% ads across 54 published cards * Pretty 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 2026-10-16: 92% pretty across 39 published cards 2026-10-17: 73% pretty across 45 published cards 2026-10-18: 86% pretty across 43 published cards 2026-10-19: 84% pretty across 43 published cards 2026-10-20: 87% pretty across 55 published cards 2026-10-21: 85% pretty across 39 published cards 2026-10-22: 92% pretty across 51 published cards 2026-10-23: 86% pretty across 51 published cards 2026-10-24: 84% pretty across 32 published cards 2026-10-25: 93% pretty across 43 published cards 2026-10-26: 80% pretty across 54 published cards ● Pro 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 2026-10-16: 79% pro across 39 published cards 2026-10-17: 51% pro across 45 published cards 2026-10-18: 63% pro across 43 published cards 2026-10-19: 77% pro across 43 published cards 2026-10-20: 80% pro across 55 published cards 2026-10-21: 77% pro across 39 published cards 2026-10-22: 76% pro across 51 published cards 2026-10-23: 69% pro across 51 published cards 2026-10-24: 69% pro across 32 published cards 2026-10-25: 86% pro across 43 published cards 2026-10-26: 61% pro across 54 published cards ◎ Niche 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 2026-10-16: 95% niche across 39 published cards 2026-10-17: 100% niche across 45 published cards 2026-10-18: 100% niche across 43 published cards 2026-10-19: 95% niche across 43 published cards 2026-10-20: 96% niche across 55 published cards 2026-10-21: 97% niche across 39 published cards 2026-10-22: 100% niche across 51 published cards 2026-10-23: 98% niche across 51 published cards 2026-10-24: 97% niche across 32 published cards 2026-10-25: 100% niche across 43 published cards 2026-10-26: 100% niche across 54 published cards ◉ Human 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 2026-10-16: 21% human across 39 published cards 2026-10-17: 2% human across 45 published cards 2026-10-18: 12% human across 43 published cards 2026-10-19: 5% human across 43 published cards 2026-10-20: 9% human across 55 published cards 2026-10-21: 10% human across 39 published cards 2026-10-22: 6% human across 51 published cards 2026-10-23: 12% human across 51 published cards 2026-10-24: 22% human across 32 published cards 2026-10-25: 2% human across 43 published cards 2026-10-26: 13% human across 54 published cards ! Risk 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 2026-10-16: 0% risk across 39 published cards 2026-10-17: 0% risk across 45 published cards 2026-10-18: 0% risk across 43 published cards 2026-10-19: 0% risk across 43 published cards 2026-10-20: 0% risk across 55 published cards 2026-10-21: 0% risk across 39 published cards 2026-10-22: 0% risk across 51 published cards 2026-10-23: 0% risk across 51 published cards 2026-10-24: 0% risk across 32 published cards 2026-10-25: 2% risk across 43 published cards 2026-10-26: 2% risk across 54 published cards ƒ JavaScript 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 2026-10-16: 15% javascript across 39 published cards 2026-10-17: 31% javascript across 45 published cards 2026-10-18: 19% javascript across 43 published cards 2026-10-19: 30% javascript across 43 published cards 2026-10-20: 24% javascript across 55 published cards 2026-10-21: 21% javascript across 39 published cards 2026-10-22: 22% javascript across 51 published cards 2026-10-23: 33% javascript across 51 published cards 2026-10-24: 31% javascript across 32 published cards 2026-10-25: 16% javascript across 43 published cards 2026-10-26: 22% javascript across 54 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

1,572 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: 81% across all Learning & Exams cards and 92% among cards scoring 80+, a +11 pp difference. ○ Open 81% → 92% +11 pp +11 pp Login: 23% across all Learning & Exams cards and 15% among cards scoring 80+, a -8 pp difference. ⊠ Login 23% → 15% -8 pp -8 pp Paid: 25% across all Learning & Exams cards and 26% among cards scoring 80+, a +1 pp difference. $ Paid 25% → 26% +1 pp +1 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: 56% across all Learning & Exams cards and 100% among cards scoring 80+, a +44 pp difference. ● Pro 56% → 100% +44 pp +44 pp Niche: 95% across all Learning & Exams cards and 98% among cards scoring 80+, a +3 pp difference. ◎ Niche 95% → 98% +3 pp +3 pp Human: 12% across all Learning & Exams cards and 17% among cards scoring 80+, a +5 pp difference. ◉ Human 12% → 17% +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 +4 pp difference. ƒ JavaScript 26% → 29% +4 pp +4 pp

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