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Learning & Exams

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

Visual leads · 2026-11-09

Eight from today

Complete 55-card shelf
Landing-page snapshot of thelabscience.org Observed 2026-11-09 The Lab: Detroit as science classroom thelabscience.org

A free, NGSS-aligned science resource for grades 6–12, with lessons and activities built around Detroit and adaptable to students’ own cities.

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Landing-page snapshot of melodissimo.app Observed 2026-11-09 Melodissimo makes pianika practice an island-hopping game melodissimo.app

A rhythm game for Indonesian children to learn pianika using number notation and familiar songs.

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Landing-page snapshot of zimbirtiatolyesi.com Observed 2026-11-09 Zımbırtı Atölyesi’s Robot-Coding Path zimbirtiatolyesi.com

A free Turkish-language introduction to robotics and coding, taught through the story of Dıtdıt, a little robot found in a drawer.

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Landing-page snapshot of getdtwin.com Observed 2026-11-09 DTwin puts PLC lessons inside a factory getdtwin.com

A browser-based 3D factory for learning and testing industrial automation, from conveyor logic to CNC machines.

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Landing-page snapshot of helixa.shop Observed 2026-11-09 Helixa turns peptide chemistry into a scrollable lesson helixa.shop

An interactive introduction to peptides that builds a molecule residue by residue, then explores insulin using real structure data.

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Landing-page snapshot of hackertutorials.com Observed 2026-11-09 Hacker Tutorials turns Hacker News votes into build-from-scratch curricula hackertutorials.com

A catalog of ordered, from-scratch programming courses assembled from tutorials that Hacker News users upvoted.

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Landing-page snapshot of greenwashhk.org Observed 2026-11-09 GREENWASH: a classroom game about corporate greenwashing greenwashhk.org

A youth-led Hong Kong project offers an online and print-and-play social deduction game, alongside a podcast and classroom workshops, about spotting corporate greenwashing.

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Landing-page snapshot of hearers.app Observed 2026-11-09 Hearers: catechism memorization, one clause at a time hearers.app

A free browser tool for memorizing Reformed and Lutheran catechisms, creeds, and Scripture with spaced repetition.

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Complete daily shelf · Learning & Exams

All 55 cards from 2026-11-09

The eight visual leads appear above; the remaining 47 continue here in their published shelf order.

Landing-page snapshot of aurassium.com Tchawith, a five-minute route into Tachawit aurassium.com

A language-learning site offering short lessons in Tachawit, the Chaoui Amazigh language of the Aurès.

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Landing-page snapshot of crewdoggroundschool.com Crew Dog Ground School’s FAA test games crewdoggroundschool.com

Short browser games help learners practice FAA knowledge-test topics, see explanations for missed answers, and review weak areas.

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Landing-page snapshot of fractionbakery.com Fraction Bakery’s fourteen fraction games fractionbakery.com

A free set of bakery-themed fraction games for children aged 7–11, accompanied by printable worksheets and guides for parents and teachers.

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Landing-page snapshot of getchao.app Chào puts Vietnamese speaking in the first lesson getchao.app

A Vietnamese-learning app built around speaking practice, everyday scenarios, and a choice of Northern or Southern accent.

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Landing-page snapshot of hvdc.site GridClash: tug-of-war on an HVDC power link hvdc.site

A browser game uses a tug-of-war mechanic to introduce offshore HVDC grid concepts, including power flow, capacity, heat, and transmission losses.

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Landing-page snapshot of paraulotic.cat Paraulòtic: Catalan profanity, with rules paraulotic.cat

A daily Catalan word puzzle built around finding cheeky words in a letter grid.

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Landing-page snapshot of readyorlab.com Ready or Not: a disaster-preparedness card game readyorlab.com

A browser-based card game asks players to protect a city by choosing disaster preparations on a limited budget.

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Landing-page snapshot of takash.org Takash: Torah learning for building an observant life takash.org

A free learning site with short, source-cited sections on Jewish law, prayer, faith, Hebrew, history, and other parts of Jewish life.

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Landing-page snapshot of tuttifluty.com Tutti Fluty: a browser music teacher for wind instruments tuttifluty.com

Interactive browser lessons for recorder, ocarina, tin whistle and other flutes, with note listening and on-screen fingering guidance.

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Landing-page snapshot of yani.study Yani teaches the Emirati Arabic of everyday life yani.study

A spoken-Emirati learning course built around daily situations, with native-speaker audio and out-loud practice.

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Landing-page snapshot of statpie.com StatPi, the statistics tutor that shows its work statpie.com

StatPi helps students work through statistics problems by showing the arithmetic, explaining the reasoning, and interpreting the result.

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Landing-page snapshot of tcitrainer.org TCITrainer, a browser simulator for controlled infusion tcitrainer.org

A free browser-based simulator for learning how target-controlled infusion models and pump controls behave.

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Landing-page snapshot of aerolearnlabs.com Aerolearn Labs’ Haldwani Build Bench aerolearnlabs.com

Aerolearn Labs presents a hands-on aerospace and drone lab in Haldwani, where students can work on rocketry, quadcopters, edge-AI systems, and 3D printing.

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Landing-page snapshot of blockquestmaths.com Block Quest Maths turns revision into game currency blockquestmaths.com

A free maths-practice site for Year 7 to GCSE, where answering questions earns gems to spend across three games.

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Landing-page snapshot of diklusion.app Diklusion: apps for inclusive teaching diklusion.app

An educator-curated catalog of digital tools and recommendations for inclusive teaching, organized by classroom needs, a five-level model, and UDL 3.0.

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Landing-page snapshot of drivingsathi.app Driving Sathi’s Nepal license-prep desk drivingsathi.app

A Nepali-language hub for driving-license exam practice, application guidance, vehicle information, and travel resources in Nepal.

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Landing-page snapshot of fincrimestudio.com FinCrime Studio trains investigators to weigh the whole case fincrimestudio.com

An interactive financial-crime investigation training site with case files, crypto-tracing exercises, short drills, and a glossary.

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Landing-page snapshot of formulo-excel.com Formulo makes Excel practice a graded course formulo-excel.com

A French-language interactive Excel course moves from first formulas to data analysis through short lessons, exercises, corrections, and level exams.

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Landing-page snapshot of fudeuenem.com Fudeu ENEM?! — Second-Day Score Calculator fudeuenem.com

An interactive calculator estimates how many Mathematics and Natural Sciences questions an ENEM candidate needs to answer correctly to reach a chosen Sisu course target.

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Landing-page snapshot of fukuido-jo.com Airclean Fukui Dojo: A hands-on air-conditioner teardown course fukuido-jo.com

A small-group practical course teaches air-conditioner cleaning through full disassembly, washing, and reassembly on a real unit.

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Landing-page snapshot of magellansilicon.com Magellan Silicon: Your own question, your own chip magellansilicon.com

A program for students aged 12–17 that takes a self-chosen research question through chip design, simulation, fabrication, and measurement.

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Landing-page snapshot of mamviet.app Mầm Việt’s classroom games and flower garden mamviet.app

A Vietnamese classroom tool for primary teachers to run playful activities and track students’ progress in a class “flower garden.”

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Landing-page snapshot of mypvfpro.com PVF Pro makes pipe, valve and fitting training interactive mypvfpro.com

A paid training product for people working in the pipe, valves and fittings trade, with interactive lessons, quizzes and reference tools.

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Landing-page snapshot of playsantalucia.com Santa Lucía turns Spanish practice into neighborly small talk playsantalucia.com

A browser-based Spanish-learning game puts you in a small Mexican town and lets you practice by talking with its residents.

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Landing-page snapshot of quranwordsattartil.com AtTartil’s Colour-Coded Qur’an Study Resource quranwordsattartil.com

A bilingual Malay-English Qur’an reference that pairs word-level color coding with Arabic grammar labels, verb subjects, and study material.

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Landing-page snapshot of asadlearnsarabic.org Asad Learns Arabic lays out a six-stage course asadlearnsarabic.org

An English-first Arabic learning site maps a path from alphabet and reading foundations to advanced grammar and classical texts.

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Landing-page snapshot of clockwoodgame.com Clockwood turns telling time into a forest of mini-games clockwoodgame.com

A free, no-signup collection of clock-reading games and learning materials for children aged 5–9.

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Landing-page snapshot of enemcerto.com ENEM Certo’s answer key, with confidence labels enemcerto.com

A free, unofficial ENEM answer checker pairs question-by-question explanations with answer-status labels and estimated scores by subject.

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Landing-page snapshot of faultory.app Faultory’s simulated IT incident labs faultory.app

Faultory offers interactive labs for practicing IT troubleshooting in simulated Linux and Windows environments.

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Landing-page snapshot of flyconsol.com Consol, a drone supervision simulator flyconsol.com

A browser-based training simulator for one operator directing up to ten autonomous aircraft.

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Landing-page snapshot of masimera.com Masimera turns local news into a daily language lesson masimera.com

Masimera offers short Greek and Italian lessons built around simplified local news stories, audio, and translated vocabulary.

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Landing-page snapshot of mebaeapp.com Mebae turns podcasts into language lessons mebaeapp.com

Mebae presents an iPhone, iPad, and Mac app for learning languages through word-by-word podcast transcripts, furigana, translations, and audio practice.

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Landing-page snapshot of moreyderech.com Aven Derech: Tour-Guide Exam Prep moreyderech.com

A Hebrew-language study hub for people preparing for tour-guide licensing exams, with practice questions, full mock exams, learning materials and maps.

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Landing-page snapshot of playcodechicago.com Code Chicago: First Light playcodechicago.com

A Chicago-set coding adventure that invites players to explore a city and write real Python.

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Landing-page snapshot of salesfighter.app SalesFighter turns sales calls into scored rounds salesfighter.app

A practice game for B2B sellers, built around short sales scenarios, selectable moves, scores, and coaching feedback.

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Landing-page snapshot of tlcdrill.app TLC Drill: a study app for the NYC TLC exam tlcdrill.app

A landing page for an iPhone study app describing 360 sourced questions, timed practice exams, map study, and deadline reminders in four languages.

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Landing-page snapshot of dusal.app Dusal makes Mongolian-script study a five-minute game dusal.app

A mobile app for learning Mongolian script through short lessons, practice exercises, and game-like rewards.

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Landing-page snapshot of kubawangzhizi.xyz A bookshelf of middle-school geometry models kubawangzhizi.xyz

GeoReflex presents a browsable Chinese-language archive of geometry models for grades 8–9, with conditions, auxiliary-line ideas, and complete proofs.

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Landing-page snapshot of oftalmologiavisuale.online Oftalmologia Visuale’s illustrated exam-reading library oftalmologiavisuale.online

A paid Italian-language library of illustrated PDFs for interpreting ophthalmological exams, including topography, OCT, biometrics, and visual fields.

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Landing-page snapshot of workflowexercise.com Workflow Exercise: expression drills for Make.com and n8n workflowexercise.com

A collection of practice labs for writing expressions in Make.com and n8n, covering tasks from array operations to date formatting.

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Landing-page snapshot of zenoumath.space ZenouMath’s in-tab study bench zenoumath.space

A free, no-account catalogue of browser-playable practice sets, with reference, lecture, tutor, and audio sections.

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Landing-page snapshot of genbapass.com A free drill for Japan’s second-class boiler technician exam genbapass.com

A browser-based study set with exam-format questions, mock-test scoring, and automatic review of missed items.

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Landing-page snapshot of atomandinkscienceworld.com Atom & Ink turns science posters into comics for young learners atomandinkscienceworld.com

Jihaad Webb presents science books, posters, and T-shirts for toddlers, children, and teens, organized around questions about topics like cells, planets, and batteries.

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Landing-page snapshot of pots.guru Потс Шарм: radio reconnaissance for children pots.guru

A Russian-language project presents a hardware radio detector, an offline team network, a course, animated stories, and a local AI mentor for children.

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Landing-page snapshot of practisheet.com Practisheet: check the number before you send it practisheet.com

A browser-based Excel and SQL practice environment built around workplace-style requests and a realistic company dataset.

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Landing-page snapshot of scienceworks.xyz ScienceWorks puts classroom physics on the bench scienceworks.xyz

A collection of free interactive science simulations and lessons for physics and chemistry classrooms.

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Landing-page snapshot of audiofastlanepilot.com Audio Fastlane’s seafaring exam audiobooks audiofastlanepilot.com

Audio Fastlane offers syllabus-based audiobooks for yacht and merchant-navy exam candidates, designed for hands-free study.

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Across the archive

Learning & Exams, accumulating

5,651 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 2026-10-20: 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 78.02026-11-01: Learning & Exams median 78.02026-11-02: Learning & Exams median 78.02026-11-03: Learning & Exams median 78.02026-11-04: Learning & Exams median 78.02026-11-05: Learning & Exams median 78.02026-11-06: Learning & Exams median 78.02026-11-07: Learning & Exams median 78.02026-11-08: Learning & Exams median 78.02026-11-09: Learning & Exams median 78.0 ○ Open 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 2026-11-01: 100% open across 47 published cards 2026-11-02: 100% open across 44 published cards 2026-11-03: 100% open across 55 published cards 2026-11-04: 98% open across 48 published cards 2026-11-05: 100% open across 48 published cards 2026-11-06: 100% open across 47 published cards 2026-11-07: 100% open across 49 published cards 2026-11-08: 100% open across 36 published cards 2026-11-09: 100% open across 55 published cards ⊠ Login 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 2026-11-01: 15% login across 47 published cards 2026-11-02: 23% login across 44 published cards 2026-11-03: 13% login across 55 published cards 2026-11-04: 15% login across 48 published cards 2026-11-05: 10% login across 48 published cards 2026-11-06: 26% login across 47 published cards 2026-11-07: 33% login across 49 published cards 2026-11-08: 25% login across 36 published cards 2026-11-09: 16% login across 55 published cards $ Paid 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 2026-11-01: 23% paid across 47 published cards 2026-11-02: 30% paid across 44 published cards 2026-11-03: 31% paid across 55 published cards 2026-11-04: 23% paid across 48 published cards 2026-11-05: 33% paid across 48 published cards 2026-11-06: 23% paid across 47 published cards 2026-11-07: 33% paid across 49 published cards 2026-11-08: 33% paid across 36 published cards 2026-11-09: 27% paid across 55 published cards † Ads 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 2026-11-01: 9% ads across 47 published cards 2026-11-02: 2% ads across 44 published cards 2026-11-03: 0% ads across 55 published cards 2026-11-04: 2% ads across 48 published cards 2026-11-05: 0% ads across 48 published cards 2026-11-06: 0% ads across 47 published cards 2026-11-07: 0% ads across 49 published cards 2026-11-08: 0% ads across 36 published cards 2026-11-09: 0% ads across 55 published cards * Pretty 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 2026-11-01: 87% pretty across 47 published cards 2026-11-02: 73% pretty across 44 published cards 2026-11-03: 85% pretty across 55 published cards 2026-11-04: 83% pretty across 48 published cards 2026-11-05: 94% pretty across 48 published cards 2026-11-06: 98% pretty across 47 published cards 2026-11-07: 96% pretty across 49 published cards 2026-11-08: 86% pretty across 36 published cards 2026-11-09: 91% pretty across 55 published cards ● Pro 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 2026-11-01: 79% pro across 47 published cards 2026-11-02: 68% pro across 44 published cards 2026-11-03: 67% pro across 55 published cards 2026-11-04: 75% pro across 48 published cards 2026-11-05: 81% pro across 48 published cards 2026-11-06: 68% pro across 47 published cards 2026-11-07: 67% pro across 49 published cards 2026-11-08: 75% pro across 36 published cards 2026-11-09: 60% pro across 55 published cards ◎ Niche 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 2026-11-01: 100% niche across 47 published cards 2026-11-02: 95% niche across 44 published cards 2026-11-03: 98% niche across 55 published cards 2026-11-04: 96% niche across 48 published cards 2026-11-05: 92% niche across 48 published cards 2026-11-06: 100% niche across 47 published cards 2026-11-07: 94% niche across 49 published cards 2026-11-08: 92% niche across 36 published cards 2026-11-09: 95% niche across 55 published cards ◉ Human 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 2026-11-01: 11% human across 47 published cards 2026-11-02: 14% human across 44 published cards 2026-11-03: 16% human across 55 published cards 2026-11-04: 17% human across 48 published cards 2026-11-05: 12% human across 48 published cards 2026-11-06: 9% human across 47 published cards 2026-11-07: 4% human across 49 published cards 2026-11-08: 14% human across 36 published cards 2026-11-09: 5% human across 55 published cards ! Risk 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 2026-11-01: 0% risk across 47 published cards 2026-11-02: 0% risk across 44 published cards 2026-11-03: 0% risk across 55 published cards 2026-11-04: 0% risk across 48 published cards 2026-11-05: 0% risk across 48 published cards 2026-11-06: 2% risk across 47 published cards 2026-11-07: 0% risk across 49 published cards 2026-11-08: 0% risk across 36 published cards 2026-11-09: 0% risk across 55 published cards ƒ JavaScript 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 2026-11-01: 28% javascript across 47 published cards 2026-11-02: 30% javascript across 44 published cards 2026-11-03: 13% javascript across 55 published cards 2026-11-04: 12% javascript across 48 published cards 2026-11-05: 23% javascript across 48 published cards 2026-11-06: 30% javascript across 47 published cards 2026-11-07: 33% javascript across 49 published cards 2026-11-08: 25% javascript across 36 published cards 2026-11-09: 27% javascript across 55 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

1,772 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: 83% across all Learning & Exams cards and 93% among cards scoring 80+, a +10 pp difference. ○ Open 83% → 93% +10 pp +10 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 25% among cards scoring 80+, a 0 pp difference. $ Paid 25% → 25% 0 pp 0 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: 58% across all Learning & Exams cards and 100% among cards scoring 80+, a +42 pp difference. ● Pro 58% → 100% +42 pp +42 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 +4 pp difference. ◉ Human 12% → 17% +4 pp +4 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 28% among cards scoring 80+, a +3 pp difference. ƒ JavaScript 25% → 28% +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.