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Learning & Exams

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

Visual leads · 2026-10-31

Eight from today

Complete 53-card shelf
Landing-page snapshot of philippinesrobotics.org Observed 2026-10-31 Philippines Robotics Club: build a robot, then make it fight philippinesrobotics.org

A free robotics course for children in the Philippines combines electronics, coding, and English with hands-on robot building.

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Landing-page snapshot of matsciroom.com Observed 2026-10-31 Materials Science Room: a Japanese study toolkit matsciroom.com

A Japanese-language materials-science learning site with explained quizzes, calculation practice, reference material and subject-specific tools.

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Landing-page snapshot of possiblestates.com Observed 2026-10-31 Possible States: Comparative Politics Simulations possiblestates.com

A free collection of comparative-politics simulations, teaching guides, and research activities for exploring how political rules shape outcomes.

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Landing-page snapshot of 1in8billion.game Observed 2026-10-31 1 in 8 Billion, a birth-lottery life simulation 1in8billion.game

A browser simulation draws a life using country-level statistics, then shows how birthplace can shape its course.

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Landing-page snapshot of askreckon.com Observed 2026-10-31 Reckon’s plain-English guide to nearby secondary schools askreckon.com

A family-facing preview compares secondary schools near a home address using a child’s profile, admissions history, and school figures.

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Landing-page snapshot of diplorobotics.org Observed 2026-10-31 Philippines Robotics Club diplorobotics.org

A bilingual robotics club homepage presents free, hands-on lessons for children ages 8–14, from electronics and code to building battle robots.

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Landing-page snapshot of enchantedzoo.com Observed 2026-10-31 Enchanted Zoo, a low-pressure 3D zoo for kids enchantedzoo.com

A free browser game lets children care for animals across four 3D worlds, with daily jobs, collectible stickers and short animal facts.

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Landing-page snapshot of herkeseegitim.com Observed 2026-10-31 Herkese Eğitim: a classroom in the browser herkeseegitim.com

A Turkish educator’s free collection of classroom tools, curriculum-linked workshops, short question videos, and downloadable materials.

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Complete daily shelf · Learning & Exams

All 53 cards from 2026-10-31

The eight visual leads appear above; the remaining 45 continue here in their published shelf order.

Landing-page snapshot of kordosya.com Kör Dosya: Cryptology, Morse, and the Stories Behind the Signals kordosya.com

A Turkish-language site combining intelligence and mystery features with interactive cryptology and amateur-radio lessons.

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Landing-page snapshot of matrixthinking.org Matrix Thinking: from arrays to game worlds matrixthinking.org

A visual-learning project that teaches Python, NumPy and Pygame through image experiments, game labs and a planned book.

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Landing-page snapshot of mindrocket-games.com MindRocket Games: 11 brain games for kids mindrocket-games.com

A free, space-themed set of memory, focus, and math games for children ages 6–10, designed for short daily sessions.

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Landing-page snapshot of morsecodemastery.com Morse Mastery teaches the ear before the chart morsecodemastery.com

A sound-first Morse course pairs structured lessons with practice games, true stories, and ways to learn by light or vibration.

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Landing-page snapshot of simunav.com SimuNav’s 26 maritime-training simulators simunav.com

A Spanish-language collection of free browser-based simulators for maritime and fisheries training, covering shipboard electricity, communications, navigation, machinery, and more.

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Landing-page snapshot of skillipop.com Skillipop’s Uganda-mapped learning game skillipop.com

A free learning game for Ugandan children, from Baby class through P7, built around the NCDC curriculum.

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Landing-page snapshot of atlasofcities.org The Atlas of Cities, from Rome to Mars atlasofcities.org

An illustrated atlas explores how cities work across six settings, including ancient Egypt and Rome, a modern town, a green forest city, a robotic future, and a heavenly city.

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Landing-page snapshot of beforesavingplanets.com Before Saving Planets: An Earth-history journey beforesavingplanets.com

An educational site pairs a deep-time Earth story with a fossil map and an interactive “Dig Quest” for families, students, and teachers.

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Landing-page snapshot of dsahero.com AlgoLab makes algorithms playable dsahero.com

A free, interactive data-structures-and-algorithms curriculum pairs lessons with visualizers, educational games, and practice challenges.

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Landing-page snapshot of secondverdictgame.com Second Verdict puts history’s trials back on the table secondverdictgame.com

A free French-language browser game invites players to judge documented historical criminal cases using the laws and evidence of their time.

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Landing-page snapshot of nurseflyabroad.com VideshReady: a departure board for nurses’ licensing exams nurseflyabroad.com

A free, multilingual guide to exam practice and planning a nursing move abroad.

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Landing-page snapshot of chancemathematics.org 偶然的数学: A 58-Chapter Journey Through Probability chancemathematics.org

A Chinese-language probability manuscript traces the subject from gambling and dice to limit theorems, Brownian motion, and measure theory.

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Landing-page snapshot of simverket.online SimVerket EPJ: A simulated care shift simverket.online

A Norwegian healthcare-training simulator turns a patient shift into NEWS2 scoring, an ISBAR handoff, and a structured care note.

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Landing-page snapshot of antibrouteurs.com Antibrouteurs: a patience game against a simulated scammer antibrouteurs.com

A free French-language browser game lets you chat with a scripted scammer, learn common warning signs, and see how long it takes before the character blocks you.

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Landing-page snapshot of customsexamprep.com The CBLE answer key, worked out customsexamprep.com

Customs Exam Prep presents worked explanations for released U.S. Customs Broker License Exam questions, including citations to customs regulations and tariff text.

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Landing-page snapshot of aeriale-game.com Aeriale: Guess the City from Above aeriale-game.com

A free browser quiz that asks players to identify cities, countries, and capitals from satellite images, with several game modes.

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Landing-page snapshot of anatoo.com Anatoo: anatomy you can tap through in Bangla anatoo.com

A Bangla-and-English 3D anatomy learning app lets users explore body parts, hear explanations, follow lessons, and practice with quizzes.

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Landing-page snapshot of antibiotic-hero.com Antibiotic Hero: a German learning game antibiotic-hero.com

A free, browser-playable game that teaches about antibiotics, pathogens, and targeted therapy through levels and game modes.

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Landing-page snapshot of compas.cymru Compas, the Welsh learner’s directory compas.cymru

A directory of Welsh-learning courses, apps, books, audio, communities, events, and other resources, organized by type, level, and dialect.

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Landing-page snapshot of ermiaswedaje.com Exam Ready guides for Addis Ababa students ermiaswedaje.com

Ermias Wedaje Tegbaru offers study guides for Addis Ababa Grade 6 and Grade 8 students, alongside a three-volume English course for Ethiopian learners.

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Landing-page snapshot of hanaso.dev Hanaso makes Japanese practice a nightly fantasy episode hanaso.dev

A voice-led Japanese practice product that frames each lesson as a short, evolving fantasy adventure, with character dialogue and a vocabulary deck.

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Landing-page snapshot of jimmybob.app Jimmy Bob the Ham Radio jimmybob.app

A free browser-based ham-radio simulator and school, with lessons, a glossary, simulated licensing, and a virtual frequency to run.

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Landing-page snapshot of methly.com Methods Explorer: social science you can scrub methly.com

A bilingual set of interactive lessons uses charts and adjustable sliders to teach causal reasoning, networks, machine learning, and text analysis.

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Landing-page snapshot of millimentor.app MilliMentor’s dosage-math practice millimentor.app

MilliMentor offers free dosage-calculation practice for nursing, medical, and pharmacy students, with worked solutions and spaced review.

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Landing-page snapshot of potatoflute.com Potato Flute’s browser-based ocarina lessons potatoflute.com

A free browser learning game that teaches ocarina by listening to notes and watching finger positions.

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Landing-page snapshot of statml.org Statistical Machine Learning for Astronomy statml.org

An interactive textbook presents Bayesian machine learning for astronomy in 16 chapters, paired with 22 tutorials using real astronomical data.

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Landing-page snapshot of swung.app Swung turns music patterns into playable lessons swung.app

A browser-based music-production course and pattern library lets learners hear and edit beats, then build toward a track of their own.

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Landing-page snapshot of toiletmarketing.com Toilet Marketing: lessons for the five-minute sit toiletmarketing.com

A daily series of short marketing lessons for founders, indie hackers, and creators.

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Landing-page snapshot of tradeschoolscoreboard.com Trade School Scoreboard makes program outcomes easier to compare tradeschoolscoreboard.com

A searchable guide to trade, allied-health, and CDL programs using federal earnings, debt, and training-provider data.

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Landing-page snapshot of tryencre.com Encre: The French editor that won’t fix it for you tryencre.com

A writing editor for TEF candidates that helps them find and correct their own French mistakes.

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Landing-page snapshot of voltaclasse.com VoltaClasse’s 98 interactive electrical simulations voltaclasse.com

A PC application for teaching and practicing electrotechnics, electronics, and applied mathematics through adjustable simulations.

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Landing-page snapshot of whyforkids.com WhyForKids turns superhero ideas into science lessons whyforkids.com

A bilingual science site for ages 4–8, with interactive adventures and illustrated storybooks.

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Landing-page snapshot of easypclessons.com Easy PC Lessons makes scam spotting a practice exercise easypclessons.com

A hands-on learning site for everyday computer skills, including a free course on checking suspicious messages, calls, and webpages.

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Landing-page snapshot of globetrotquiz.com Globetrot Quiz: geography with a boarding pass globetrotquiz.com

A free, multilingual geography quiz site with map, flag, capital, population and area challenges, plus a daily quiz and numbered expeditions.

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Landing-page snapshot of khui.app Khui turns Thai conversations into listening practice khui.app

A Thai listening app pairs conversational audio with level-based practice, speed controls, transcripts, and vocabulary review.

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Landing-page snapshot of mubtaath.dev Mubtaath’s city guides for Saudi scholars abroad mubtaath.dev

A community hub with destination guides, senior advice, halal listings, and housing information for Saudi scholarship students studying overseas.

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Landing-page snapshot of tethysdiscovery.com Tethys Discovery’s tide-built Sky City tethysdiscovery.com

An educational exploration game presents a fictional city and its biomes through geology, fish, building, and science activities.

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Landing-page snapshot of anatomia3d.app Anatomia 3D maps 1,658 selectable body structures anatomia3d.app

An interactive anatomy atlas lets visitors rotate, zoom, and isolate structures, with Italian, Latin, and English names plus anatomical details.

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Landing-page snapshot of gaiplaproject.com Gai Pla Project: Financial Literacy on the Farm gaiplaproject.com

A school project in Loei, Thailand, connects financial-literacy lessons with student-run chicken and fish farms.

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Landing-page snapshot of notaryexamquestions.com New York Notary Exam Questions notaryexamquestions.com

A New York notary exam prep site offers free sample questions and a $19 study package built around cited practice questions and interactive drills.

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Landing-page snapshot of labanreviewer.com LabAn’s question-by-question MTLE review plan labanreviewer.com

A forthcoming phone-based review app for Philippine medical technology exam candidates, with practice questions, mock exams, notes, and mnemonics.

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Landing-page snapshot of toolboxkits.com ToolboxKits turns safety rules into short crew talks toolboxkits.com

The site offers free English- and Spanish-language toolbox talks, plus downloadable OSHA-referenced training kits with editable materials.

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Landing-page snapshot of kilulu.app Kilulu: Twi lessons in Grandma’s voice kilulu.app

A waitlist page for a planned children’s Twi-learning app that combines short lessons with recordings from a child’s relatives.

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Landing-page snapshot of morsepass.com MorsePass’s browser-based Morse and FCC practice morsepass.com

A browser-based Morse code trainer and amateur-radio exam practice site, with Morse audio tools and study options for FCC exam levels.

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Landing-page snapshot of matemind.app MateMind’s pitch: chess training without the paywall matemind.app

MateMind presents an upcoming iPhone chess-training app with puzzles, courses, bots, and game reviews.

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Across the archive

Learning & Exams, accumulating

5,222 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 2026-10-11: 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 78.02026-10-27: Learning & Exams median 76.02026-10-28: Learning & Exams median 78.02026-10-29: Learning & Exams median 78.02026-10-30: Learning & Exams median 78.02026-10-31: Learning & Exams median 78.0 ○ Open 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 2026-10-27: 100% open across 51 published cards 2026-10-28: 100% open across 48 published cards 2026-10-29: 100% open across 40 published cards 2026-10-30: 100% open across 35 published cards 2026-10-31: 100% open across 53 published cards ⊠ Login 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 2026-10-27: 18% login across 51 published cards 2026-10-28: 10% login across 48 published cards 2026-10-29: 18% login across 40 published cards 2026-10-30: 29% login across 35 published cards 2026-10-31: 11% login across 53 published cards $ Paid 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 2026-10-27: 20% paid across 51 published cards 2026-10-28: 31% paid across 48 published cards 2026-10-29: 12% paid across 40 published cards 2026-10-30: 34% paid across 35 published cards 2026-10-31: 23% paid across 53 published cards † Ads 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 2026-10-27: 2% ads across 51 published cards 2026-10-28: 0% ads across 48 published cards 2026-10-29: 0% ads across 40 published cards 2026-10-30: 3% ads across 35 published cards 2026-10-31: 9% ads across 53 published cards * Pretty 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 2026-10-27: 69% pretty across 51 published cards 2026-10-28: 75% pretty across 48 published cards 2026-10-29: 90% pretty across 40 published cards 2026-10-30: 91% pretty across 35 published cards 2026-10-31: 77% pretty across 53 published cards ● Pro 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 2026-10-27: 33% pro across 51 published cards 2026-10-28: 58% pro across 48 published cards 2026-10-29: 78% pro across 40 published cards 2026-10-30: 69% pro across 35 published cards 2026-10-31: 75% pro across 53 published cards ◎ Niche 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 2026-10-27: 100% niche across 51 published cards 2026-10-28: 98% niche across 48 published cards 2026-10-29: 98% niche across 40 published cards 2026-10-30: 97% niche across 35 published cards 2026-10-31: 98% niche across 53 published cards ◉ Human 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 2026-10-27: 18% human across 51 published cards 2026-10-28: 8% human across 48 published cards 2026-10-29: 10% human across 40 published cards 2026-10-30: 14% human across 35 published cards 2026-10-31: 13% human across 53 published cards ! Risk 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 2026-10-27: 0% risk across 51 published cards 2026-10-28: 0% risk across 48 published cards 2026-10-29: 0% risk across 40 published cards 2026-10-30: 0% risk across 35 published cards 2026-10-31: 0% risk across 53 published cards ƒ JavaScript 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 2026-10-27: 29% javascript across 51 published cards 2026-10-28: 27% javascript across 48 published cards 2026-10-29: 22% javascript across 40 published cards 2026-10-30: 23% javascript across 35 published cards 2026-10-31: 26% javascript across 53 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

1,639 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: 89% across all Learning & Exams cards and 98% among cards scoring 80+, a +9 pp difference. * Pretty 89% → 98% +9 pp +9 pp Pro: 57% across all Learning & Exams cards and 100% among cards scoring 80+, a +43 pp difference. ● Pro 57% → 100% +43 pp +43 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 +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.