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Learning & Exams

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

Visual leads · 2026-09-21

Eight from today

Complete 54-card shelf
Landing-page snapshot of geographymakar.info Observed 2026-09-21 Geography with Makar geographymakar.info

A multilingual geography site with a 3D globe, world-flags catalogue, country and capital quizzes, and map-based games.

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Landing-page snapshot of inferencegenesis.org Observed 2026-09-21 InferenceGenesis — Create Your AI, and Own It inferencegenesis.org

A free, executable course that guides you through building a small language model on an ordinary Mac.

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Landing-page snapshot of arbenworkshop.com Observed 2026-09-21 ArBEN Teaches Neuroscientists to Build Their Own Lab Tools arbenworkshop.com

A hands-on Arduino and basic-electronics workshop for neuroscience and biological researchers, with its next in-person edition scheduled for Bordeaux.

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Landing-page snapshot of earth2cosmos.com Observed 2026-09-21 Earth2Cosmos Maps the Route from Earth’s Core to the Local Group earth2cosmos.com

A Chinese interactive learning journey moves through 29 stops, from sea level and the deep ocean to the planetary system, Milky Way, and nearby galaxies.

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Landing-page snapshot of huhlab.com Observed 2026-09-21 Huh Lab Maths: a game that diagnoses the mistake, not just the answer huhlab.com

A maths game for ages 5 to 16 that adapts practice around specific misunderstandings across Cambridge Primary, Lower Secondary and IGCSE.

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Landing-page snapshot of andrologyschool.com Observed 2026-09-21 The Andrology School, at the Microscope andrologyschool.com

A two-day Delhi laboratory course where gynaecologists and lab technicians practise semen analysis and related techniques on real samples.

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Landing-page snapshot of charlenplay.com Observed 2026-09-21 Charlen Play’s Bible Singalong Game Shelf charlenplay.com

A free collection of Bible-verse games and singalong songs for children, parents, and groups.

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Landing-page snapshot of corpustream.com Observed 2026-09-21 corpuStream: Anatomy from the Driver’s Seat corpustream.com

An interactive anatomy lesson lets you travel through the human body as a red blood cell.

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Complete daily shelf · Learning & Exams

All 54 cards from 2026-09-21

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

Landing-page snapshot of curiousowlet.com Curious Owlet’s five-minute schoolroom curiousowlet.com

A reading and early-maths programme for ages 3–7, arranged around the English curriculum and designed for short, independent lessons.

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Landing-page snapshot of datacentercourse.com Datacenter Training, With Tickets to Solve datacentercourse.com

An interactive training platform that teaches junior datacenter technicians through simulated shifts, troubleshooting missions, and scored decisions.

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Landing-page snapshot of focus-orbitway.click Focus Orbitway Puts Solana Programs on Paper focus-orbitway.click

A Suwon reading room runs small-group sessions on Solana smart-contract concepts, from account maps to program-derived addresses.

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Landing-page snapshot of immersionlog.com immersionlog turns Japanese study into a leaderboard immersionlog.com

A tracker for logging anime, manga, visual novels, books, videos, and podcasts consumed in Japanese.

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Landing-page snapshot of learninx.site Learninx: Linux Lessons With a Browser Terminal learninx.site

An interactive Linux learning platform combining bite-sized lessons, quizzes, progress tracking, and a simulated terminal.

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Landing-page snapshot of lululumei.com 小问号大冒险: A Question-Mark Adventure lululumei.com

A Chinese children’s learning game combining quiz rounds, logic puzzles, riddles, focus timers, and a growable virtual pet.

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Landing-page snapshot of maplingo.app Maplingo: Learn Your City Like a Language maplingo.app

A browser game that teaches city geography through short challenges about roads, routes, landmarks, and map memory.

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Landing-page snapshot of rushuichinese.com Rushui Chinese Builds a Bridge from Speaking to Reading rushuichinese.com

A bilingual online Chinese literacy course for overseas Chinese-speaking children ages 7–12 who speak Chinese but read few characters.

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Landing-page snapshot of vastronrobotics.com VastRon’s Small-Batch Robotics Room vastronrobotics.com

A hands-on robotics program in Kukatpally, Hyderabad, where children aged 6–15 build circuits, sensor-driven robots, and their own Arduino projects.

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Landing-page snapshot of wordsouq.com Word Souq — learn Arabic by finding it wordsouq.com

A free daily word-search game that teaches Arabic through English clues, spaced review, and four practice modes.

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Landing-page snapshot of zeroseries.dev Zero Series: Programming Books You Can Run zeroseries.dev

Book-length programming curricula that take readers from first principles to runnable simulated worlds and playable Go games.

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Landing-page snapshot of alif.games ALIF, the Financial-Literacy RPG alif.games

An Indonesian 2D pixel-art RPG that teaches personal finance and Islamic financial principles through everyday choices.

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Landing-page snapshot of anesed.com AnesED, a full anesthesia study desk anesed.com

A free study platform for medical students and anesthesia residents, combining an 80-topic curriculum, clinical diagrams, questions, cases, and spaced repetition.

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Landing-page snapshot of awarehelix.click Aware Helix Academy’s Risk Card awarehelix.click

A Bangkok evening academy teaches position sizing and chart-based risk control through printed charts, arithmetic, and handwritten risk cards.

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Landing-page snapshot of bioinformatics.foundation The Foundations of Bioinformatics bioinformatics.foundation

A plain-language reference that explains bioinformatics through seven core ideas, its major branches, a historical timeline, and a glossary.

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Landing-page snapshot of cognitarchway.click Cognit Archway’s Hand-Marked Chart Desk cognitarchway.click

A Cheongju evening school teaches breakout, pullback, and reversal setups through printed charts, pencil marks, and repeated review.

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Landing-page snapshot of drivesea.app Driving Theory Test Practice, Across Five Southeast Asian Markets drivesea.app

A free driving-theory practice app for Indonesia, the Philippines, Thailand, Vietnam, and Malaysia, with local-language mock exams and offline study.

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Landing-page snapshot of kinjam.app Kinjam, the three-challenge family quiz kinjam.app

A daily offline game gives families and friends a quiz, a six-try word puzzle, and a timed calculation challenge.

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Landing-page snapshot of mentisanchor.click Mentis Anchor Analytics and the Result Morning mentisanchor.click

A Bangkok practice that turns school examination mark sheets into bound chart books and committee sessions.

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Landing-page snapshot of mindspindle.click Mind Spindle Academy Teaches Cybersecurity After Work mindspindle.click

A Daegu evening academy offering hands-on introductory cybersecurity classes for office workers and small businesses.

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Landing-page snapshot of omandoc.com OMSB Selection Exam, With the Page That Proves It omandoc.com

A revision platform for the Oman Medical Specialty Board Selection Examination, built around source-linked questions and topic plans.

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Landing-page snapshot of quanbit.tech QuanBit’s Hands-On Quantum Classroom quanbit.tech

An interactive quantum-computing learning platform with 3D Bloch spheres, circuit simulation, guided algorithms, and multi-backend export.

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Landing-page snapshot of voltageguild.com Voltage Guild: electronics lessons with a real circuit solver voltageguild.com

An interactive electronics curriculum where learners read short lessons, build schematics, and receive computed voltages, currents, and fault explanations.

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Landing-page snapshot of zemya.study Zemya, an atlas that teaches geography by making maps behave zemya.study

An interactive world map for studying countries, neighbours, population layers, languages, religions, regions, capitals, and true geographic size.

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Landing-page snapshot of cortexorbit.click Cortex Orbit Academy, where the duplicate rows go to school cortexorbit.click

A Cheonan classroom academy teaching spreadsheet aggregation, SQL queries, and the art of compressing messy monthly reports into meeting-ready documents.

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Landing-page snapshot of thinkmosaic.click Think Mosaic’s Candle-and-Price-Action Atelier thinkmosaic.click

An Icheon evening atelier teaches technical analysis through annotated candlestick sheets, focused clinics, and small-group lessons.

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Landing-page snapshot of dintechlabs.com CPO Certify, an exam-prep app for paraoptometric professionals dintechlabs.com

DIN Tech Labs presents focused software for the Certified Paraoptometric exam, with blueprint-mapped questions, timed practice, review tools, and progress tracking.

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Landing-page snapshot of focushelix.click Focus Helix Academy’s Eight Evenings with a Pencil focushelix.click

A Bangkok workshop teaches chart reading through historical price bars, spoken observations, and handwritten exercises.

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Landing-page snapshot of magistella.com Magistella, an Italian Learning Game Built Around Stars magistella.com

Magistella presents an offline Android learning game for children aged 3 to 8, organized around 368 challenges in logic, numbers, words, empathy, and coding.

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Landing-page snapshot of meeting-style.com Meeting-Style Classroom meeting-style.com

A documented teaching format in which students run class meetings as chair, timekeeper, and minute taker while teachers advise.

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Landing-page snapshot of drstevieneonatologo.com Dr. Stevie: Neonatal Training for Real-World Scenarios drstevieneonatologo.com

A Spanish-language training site for clinicians, teams, and institutions caring for newborns in unpredictable settings.

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Landing-page snapshot of foodmanagerready.com Food Manager Ready: 959 Questions for Food Safety Review foodmanagerready.com

A free, no-account study tool for food manager certification exams, with practice sessions, topic drills, explanations, and cited sources.

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Landing-page snapshot of gaelectricalprep.com Georgia Electrical Prep Turns the NEC Into a Study Loop gaelectricalprep.com

A Georgia electrical-contractor exam platform combines cited NEC questions, timed mocks, lessons, and adaptive weak-area review.

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Landing-page snapshot of gradevidence.click Pathfinder:把留学与面试经历整理成证据 gradevidence.click

一个可搜索的中文经验档案,收录学校、项目、公司、岗位和求职面试记录。

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Landing-page snapshot of intervalseartraining.com Intervals: Ear Training That Makes You Sing intervalseartraining.com

An iPhone ear-training app runs daily interval, scale, chord, and cadence drills, then uses the microphone to check sung answers.

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Landing-page snapshot of newslearn.app NewsLearn Turns the Morning News into a Child’s Study Routine newslearn.app

A Korean learning app turns original, news-inspired stories into short daily worksheets and games for elementary-school children.

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Landing-page snapshot of pictosuite.com PictoSuite, a Catalan pictogram toolkit for classrooms pictosuite.com

A free, ad-free collection of visual-learning tools for teachers and students, including printable cards, bingo, routines, a communicator, a translator, and a guessing game.

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Landing-page snapshot of pondermosaic.click Ponder Mosaic’s Fibonacci evenings in Incheon pondermosaic.click

A small Incheon chart room offers evening technical-analysis training centered on Fibonacci retracements and extensions.

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Landing-page snapshot of recitealquran.com HafizAssist · Your daily companion for hifz recitealquran.com

A browser-based Quran memorization tool with a full Mushaf, local voice recognition, and recitation tracking.

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Landing-page snapshot of strabismushero.com StrabHero, the operating-room syllabus for strabismus surgery strabismushero.com

A free collection of step-by-step surgical video courses for ophthalmology residents, fellows, and practicing surgeons.

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Landing-page snapshot of synapprism.click The Classroom That Teaches Crypto Mining by Reading the Power Bill synapprism.click

A Korean-language adult class in Namwon, South Korea, teaches cryptocurrency mining through electricity records, machine labels, noise checks, ventilation, and operating logs.

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Landing-page snapshot of herwaylearn.com Herway Phlebotomy Lab Turns Blood-Draw Training Into a Game herwaylearn.com

An interactive learning app for phlebotomy students, combining lessons, drills, quizzes, mock exams, scenarios, and progress tracking.

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Landing-page snapshot of smalsiukai.app Smalsiukai: Numbers, Letters, and Dinosaurs smalsiukai.app

An offline learning game for Lithuanian- and English-speaking children aged 3–6.

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Landing-page snapshot of littlesprout.art Little Sprout Lab’s Tiny Learning Garden littlesprout.art

A child-focused creative learning space built around short activities, garden-making, stars, badges, and weekly tiny wins.

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Landing-page snapshot of primerengine.com PrimerEngine, a primer for the brain primerengine.com

PrimerEngine says it builds the background knowledge students need before tackling difficult course material.

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Landing-page snapshot of querylapse.app Querylapse, an SQL Query You Can Watch Think querylapse.app

An interactive SQL learning tool that steps through clauses such as JOIN, WHERE, GROUP BY, and ORDER BY.

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Across the archive

Learning & Exams, accumulating

3,502 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 2026-09-01: Learning & Exams median 82.02026-09-02: Learning & Exams median 82.02026-09-03: Learning & Exams median 82.02026-09-04: Learning & Exams median 82.02026-09-05: Learning & Exams median 82.02026-09-06: Learning & Exams median 82.02026-09-07: Learning & Exams median 82.02026-09-08: Learning & Exams median 84.02026-09-09: Learning & Exams median 84.02026-09-10: Learning & Exams median 84.02026-09-11: Learning & Exams median 79.02026-09-12: Learning & Exams median 82.02026-09-13: Learning & Exams median 83.02026-09-14: Learning & Exams median 84.02026-09-15: Learning & Exams median 84.02026-09-16: Learning & Exams median 84.02026-09-17: Learning & Exams median 84.02026-09-18: Learning & Exams median 83.02026-09-19: Learning & Exams median 82.02026-09-20: Learning & Exams median 82.02026-09-21: Learning & Exams median 82.0 Open 2026-09-01: 100% open across 23 published cards 2026-09-02: 100% open across 39 published cards 2026-09-03: 100% open across 28 published cards 2026-09-04: 100% open across 35 published cards 2026-09-05: 100% open across 25 published cards 2026-09-06: 100% open across 33 published cards 2026-09-07: 100% open across 41 published cards 2026-09-08: 100% open across 43 published cards 2026-09-09: 100% open across 34 published cards 2026-09-10: 100% open across 52 published cards 2026-09-11: 97% open across 36 published cards 2026-09-12: 100% open across 33 published cards 2026-09-13: 100% open across 24 published cards 2026-09-14: 100% open across 36 published cards 2026-09-15: 100% open across 31 published cards 2026-09-16: 100% open across 35 published cards 2026-09-17: 97% open across 39 published cards 2026-09-18: 100% open across 26 published cards 2026-09-19: 100% open across 33 published cards 2026-09-20: 100% open across 33 published cards 2026-09-21: 100% open across 54 published cards Login 2026-09-01: 13% login across 23 published cards 2026-09-02: 5% login across 39 published cards 2026-09-03: 4% login across 28 published cards 2026-09-04: 11% login across 35 published cards 2026-09-05: 12% login across 25 published cards 2026-09-06: 0% login across 33 published cards 2026-09-07: 17% login across 41 published cards 2026-09-08: 5% login across 43 published cards 2026-09-09: 12% login across 34 published cards 2026-09-10: 12% login across 52 published cards 2026-09-11: 14% login across 36 published cards 2026-09-12: 6% login across 33 published cards 2026-09-13: 17% login across 24 published cards 2026-09-14: 8% login across 36 published cards 2026-09-15: 13% login across 31 published cards 2026-09-16: 14% login across 35 published cards 2026-09-17: 21% login across 39 published cards 2026-09-18: 19% login across 26 published cards 2026-09-19: 18% login across 33 published cards 2026-09-20: 6% login across 33 published cards 2026-09-21: 6% login across 54 published cards $ Paid 2026-09-01: 35% paid across 23 published cards 2026-09-02: 26% paid across 39 published cards 2026-09-03: 50% paid across 28 published cards 2026-09-04: 29% paid across 35 published cards 2026-09-05: 24% paid across 25 published cards 2026-09-06: 18% paid across 33 published cards 2026-09-07: 17% paid across 41 published cards 2026-09-08: 51% paid across 43 published cards 2026-09-09: 38% paid across 34 published cards 2026-09-10: 62% paid across 52 published cards 2026-09-11: 31% paid across 36 published cards 2026-09-12: 21% paid across 33 published cards 2026-09-13: 25% paid across 24 published cards 2026-09-14: 8% paid across 36 published cards 2026-09-15: 32% paid across 31 published cards 2026-09-16: 23% paid across 35 published cards 2026-09-17: 21% paid across 39 published cards 2026-09-18: 12% paid across 26 published cards 2026-09-19: 30% paid across 33 published cards 2026-09-20: 18% paid across 33 published cards 2026-09-21: 39% paid across 54 published cards Ads 2026-09-01: 0% ads across 23 published cards 2026-09-02: 0% ads across 39 published cards 2026-09-03: 0% ads across 28 published cards 2026-09-04: 0% ads across 35 published cards 2026-09-05: 0% ads across 25 published cards 2026-09-06: 0% ads across 33 published cards 2026-09-07: 2% ads across 41 published cards 2026-09-08: 0% ads across 43 published cards 2026-09-09: 3% ads across 34 published cards 2026-09-10: 0% ads across 52 published cards 2026-09-11: 0% ads across 36 published cards 2026-09-12: 0% ads across 33 published cards 2026-09-13: 0% ads across 24 published cards 2026-09-14: 0% ads across 36 published cards 2026-09-15: 0% ads across 31 published cards 2026-09-16: 0% ads across 35 published cards 2026-09-17: 0% ads across 39 published cards 2026-09-18: 0% ads across 26 published cards 2026-09-19: 0% ads across 33 published cards 2026-09-20: 0% ads across 33 published cards 2026-09-21: 0% ads across 54 published cards * Pretty 2026-09-01: 91% pretty across 23 published cards 2026-09-02: 100% pretty across 39 published cards 2026-09-03: 100% pretty across 28 published cards 2026-09-04: 94% pretty across 35 published cards 2026-09-05: 92% pretty across 25 published cards 2026-09-06: 97% pretty across 33 published cards 2026-09-07: 93% pretty across 41 published cards 2026-09-08: 98% pretty across 43 published cards 2026-09-09: 94% pretty across 34 published cards 2026-09-10: 98% pretty across 52 published cards 2026-09-11: 94% pretty across 36 published cards 2026-09-12: 88% pretty across 33 published cards 2026-09-13: 88% pretty across 24 published cards 2026-09-14: 97% pretty across 36 published cards 2026-09-15: 94% pretty across 31 published cards 2026-09-16: 91% pretty across 35 published cards 2026-09-17: 100% pretty across 39 published cards 2026-09-18: 92% pretty across 26 published cards 2026-09-19: 100% pretty across 33 published cards 2026-09-20: 91% pretty across 33 published cards 2026-09-21: 93% pretty across 54 published cards Pro 2026-09-01: 96% pro across 23 published cards 2026-09-02: 92% pro across 39 published cards 2026-09-03: 96% pro across 28 published cards 2026-09-04: 100% pro across 35 published cards 2026-09-05: 92% pro across 25 published cards 2026-09-06: 97% pro across 33 published cards 2026-09-07: 90% pro across 41 published cards 2026-09-08: 98% pro across 43 published cards 2026-09-09: 97% pro across 34 published cards 2026-09-10: 96% pro across 52 published cards 2026-09-11: 89% pro across 36 published cards 2026-09-12: 94% pro across 33 published cards 2026-09-13: 100% pro across 24 published cards 2026-09-14: 97% pro across 36 published cards 2026-09-15: 100% pro across 31 published cards 2026-09-16: 97% pro across 35 published cards 2026-09-17: 97% pro across 39 published cards 2026-09-18: 96% pro across 26 published cards 2026-09-19: 97% pro across 33 published cards 2026-09-20: 79% pro across 33 published cards 2026-09-21: 91% pro across 54 published cards Niche 2026-09-01: 100% niche across 23 published cards 2026-09-02: 100% niche across 39 published cards 2026-09-03: 100% niche across 28 published cards 2026-09-04: 100% niche across 35 published cards 2026-09-05: 92% niche across 25 published cards 2026-09-06: 100% niche across 33 published cards 2026-09-07: 100% niche across 41 published cards 2026-09-08: 100% niche across 43 published cards 2026-09-09: 94% niche across 34 published cards 2026-09-10: 100% niche across 52 published cards 2026-09-11: 94% niche across 36 published cards 2026-09-12: 100% niche across 33 published cards 2026-09-13: 100% niche across 24 published cards 2026-09-14: 100% niche across 36 published cards 2026-09-15: 97% niche across 31 published cards 2026-09-16: 100% niche across 35 published cards 2026-09-17: 97% niche across 39 published cards 2026-09-18: 100% niche across 26 published cards 2026-09-19: 100% niche across 33 published cards 2026-09-20: 94% niche across 33 published cards 2026-09-21: 98% niche across 54 published cards Human 2026-09-01: 13% human across 23 published cards 2026-09-02: 10% human across 39 published cards 2026-09-03: 39% human across 28 published cards 2026-09-04: 17% human across 35 published cards 2026-09-05: 16% human across 25 published cards 2026-09-06: 9% human across 33 published cards 2026-09-07: 10% human across 41 published cards 2026-09-08: 33% human across 43 published cards 2026-09-09: 26% human across 34 published cards 2026-09-10: 38% human across 52 published cards 2026-09-11: 8% human across 36 published cards 2026-09-12: 15% human across 33 published cards 2026-09-13: 21% human across 24 published cards 2026-09-14: 14% human across 36 published cards 2026-09-15: 23% human across 31 published cards 2026-09-16: 11% human across 35 published cards 2026-09-17: 15% human across 39 published cards 2026-09-18: 23% human across 26 published cards 2026-09-19: 18% human across 33 published cards 2026-09-20: 15% human across 33 published cards 2026-09-21: 13% human across 54 published cards ! Risk 2026-09-01: 0% risk across 23 published cards 2026-09-02: 0% risk across 39 published cards 2026-09-03: 0% risk across 28 published cards 2026-09-04: 0% risk across 35 published cards 2026-09-05: 0% risk across 25 published cards 2026-09-06: 0% risk across 33 published cards 2026-09-07: 0% risk across 41 published cards 2026-09-08: 0% risk across 43 published cards 2026-09-09: 0% risk across 34 published cards 2026-09-10: 0% risk across 52 published cards 2026-09-11: 0% risk across 36 published cards 2026-09-12: 0% risk across 33 published cards 2026-09-13: 0% risk across 24 published cards 2026-09-14: 0% risk across 36 published cards 2026-09-15: 0% risk across 31 published cards 2026-09-16: 0% risk across 35 published cards 2026-09-17: 0% risk across 39 published cards 2026-09-18: 0% risk across 26 published cards 2026-09-19: 0% risk across 33 published cards 2026-09-20: 0% risk across 33 published cards 2026-09-21: 0% risk across 54 published cards ƒ JavaScript 2026-09-01: 22% javascript across 23 published cards 2026-09-02: 33% javascript across 39 published cards 2026-09-03: 29% javascript across 28 published cards 2026-09-04: 31% javascript across 35 published cards 2026-09-05: 36% javascript across 25 published cards 2026-09-06: 45% javascript across 33 published cards 2026-09-07: 46% javascript across 41 published cards 2026-09-08: 12% javascript across 43 published cards 2026-09-09: 24% javascript across 34 published cards 2026-09-10: 21% javascript across 52 published cards 2026-09-11: 36% javascript across 36 published cards 2026-09-12: 30% javascript across 33 published cards 2026-09-13: 50% javascript across 24 published cards 2026-09-14: 22% javascript across 36 published cards 2026-09-15: 26% javascript across 31 published cards 2026-09-16: 26% javascript across 35 published cards 2026-09-17: 38% javascript across 39 published cards 2026-09-18: 31% javascript across 26 published cards 2026-09-19: 30% javascript across 33 published cards 2026-09-20: 18% javascript across 33 published cards 2026-09-21: 28% javascript across 54 published cards
Learning & Exams14 other categoriesDaily category averageScore axis 70–85Signal 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

1,134 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: 72% across all Learning & Exams cards and 89% among cards scoring 80+, a +17 pp difference. Open 72% → 89% +17 pp +17 pp Login: 26% across all Learning & Exams cards and 16% among cards scoring 80+, a -10 pp difference. Login 26% → 16% -10 pp -10 pp Paid: 25% across all Learning & Exams cards and 29% among cards scoring 80+, a +4 pp difference. $ Paid 25% → 29% +4 pp +4 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: 91% across all Learning & Exams cards and 98% among cards scoring 80+, a +7 pp difference. * Pretty 91% → 98% +7 pp +7 pp Pro: 52% across all Learning & Exams cards and 100% among cards scoring 80+, a +48 pp difference. Pro 52% → 100% +48 pp +48 pp Niche: 94% across all Learning & Exams cards and 99% among cards scoring 80+, a +5 pp difference. Niche 94% → 99% +5 pp +5 pp Human: 13% across all Learning & Exams cards and 19% among cards scoring 80+, a +7 pp difference. Human 13% → 19% +7 pp +7 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: 25% across all Learning & Exams cards and 29% among cards scoring 80+, a +4 pp difference. ƒ JavaScript 25% → 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.