#kpop

Thu Sep 24 — School of Performing Arts Seoul has 125 credited alumni with measurable Wikipedia language editions — a median of 13 per person. Seoul Institute of the Arts has 352, nearly three times as many, at a median of 6.

Thu Sep 24 — Across 2,372 Korean singers, rappers, composers and music groups, the top 24 (1%) account for 21.5% of a month's English Wikipedia reading. The bottom half — 1,186 names — account for 3.7%.

Thu Sep 24 — Over three days, two Korean entertainment outlets ran 19 headlines naming a BTS member. V, who draws the most English Wikipedia reading of the seven (3,948/day), appeared in none of them. Jin appeared in 12 and reads fourth.

Wed Sep 23 — Among 774 Korean music acts with enough monthly English Wikipedia history to measure, 731 have already fallen to half their peak reading — and the typical group got there in 2 months.

Wed Sep 23 — NewJeans, IVE, LE SSERAFIM, aespa, ITZY, (G)I-DLE, STAYC and NMIXX all averaged fewer English Wikipedia reads a month in the last 12 months than in their second year after debut. The declines range from 9% to 53%.

Wed Sep 23 — Among 9,249 Korean public figures, February is the most common birth month, June the least — a 10,000-draw test found this is essentially not chance. Narrowed to 1,317 idols, the same test can't tell the pattern from noise.

Tue Sep 22 — Only 12.6% of 3,671 Korean music credits and 14% of 4,554 acting credits have measurable English Wikipedia reading. Of 992 people credited with both, 47.5% do — and exist in a median of 10 language editions against 1.

Tue Sep 22 — Among groups with a recorded end date on Wikidata, Korean groups' median lifespan is 3 years against 5-7 for Japan, the US and the UK. Not a ranking — the Korean cohort was founded a median 31 years later than the UK's.

Sun Sep 13 — An 11-day baseline put Hoshi at 17% of his group's own page. On the day a Korean entertainment desk reported his torn ACL, he jumped to 52% of it — while Seventeen's page traffic stayed flat.

Sun Sep 13 — Korean outlets named Jin sales king for a sold-out plush toy. On the one number about his group we can check ourselves — a year of English Wikipedia lookups — he ranks 5th of 7 BTS members, 4th of 7 in the most recent month.

Sat Sep 12 — Hoshi tore his ACL six months before discharge — today's biggest Seventeen headline. We used it to extend a count: thirteen members against their group's Wikipedia page, cross-checked against an archive from five days earlier.

Fri Sep 11 — A Korean desk called it NewJeans' lost two years. We counted English Wikipedia lookups for all eight fourth-generation girl groups. NewJeans sits at 0.61x its pre-dispute reading; the other seven have a median of 0.66x. Two fell further.

Thu Sep 10 — Jin has topped a Korean idol poll for 68 straight weeks. On English Wikipedia lookups he is fifth of seven BTS members. But ranks three to six sit inside 7% of each other, so the ranking barely means anything in the middle.

Thu Sep 10 — Every person named in one day of two Korean entertainment desks, against how many the English-speaking world looks up. Sixteen of eighteen are findable. The day skews to actors two to one, but per head they lead idols by just 1.13 times.

Thu Sep 10 — One morning brought two announcements: a BLACKPINK member fronting an iPhone camera, a BIGBANG member fronting McDonald's. Our brand panel covered luxury, jewellery, fashion and cars — not phones, not burgers. So we added both.

Thu Sep 10 — Virtual performers have been shipping for 27 years. Over twelve months the biggest virtual page beat six real K-pop groups combined — by 0.4%. Move the window one month and the lead disappears. Last month the real groups won by 3.2 times.

Thu Sep 10 — HYBE sold 17.5% more than the year before and still reported a net loss 85 times larger. SM, JYP and YG all grew revenue and profit. Filed figures, in English, with the filing receipts named.

Thu Sep 10 — Jennie's solo single matched a BTS record, so we counted lookups for three groups and all fifteen members. Only Lisa passed her own group page — by 7,413 out of 1.8 million. Added up, BLACKPINK's four beat its name 3.25 times.

Wed Sep 09 — Korean entertainment labels a couple by the years between them: 14 younger, 9 younger, 9 younger, in one morning. We measured the years inside the groups instead. The median spread from oldest to youngest member is 4 years.

Wed Sep 09 — The Asia Artist Awards is running its 2026 lineup posts under the line IN KAOHSIUNG. We had measured which language edition reads Korean stars most: Chinese leads for 306 of 478. Lee Da-hee, named today, is read 2.4x more in Chinese.

Wed Sep 09 — We asked Wikimedia how many people opened 478 Korean entertainers' articles in 15 language editions over three months. With English set aside, Chinese leads for 306 of them and Japanese for 142. These are languages, not countries.

Wed Sep 09 — Fans are organising around 13 October. We hold full birth dates for 9,249 Korean entertainers, so we counted every calendar day. That date holds 26 people, ranking 137th of 366. Two of the busiest single days are artefacts we can name.

Wed Sep 09 — Chinese Wikipedia is the most-read edition for 306 of 478 Korean stars. For BTS it leads for none. Spanish tops six of the seven members; Japanese tops Jimin by 4,669 reads over three months.

Wed Sep 09 — We sorted every one of the 428 Korean music groups on Wikidata by the sex recorded for each member. 185 are all-men, 182 all-women, 12 mixed. But 127 groups still contain a member with no sex recorded, so the mixed number can only go up.

Tue Sep 08 — Wikimedia publishes no reader age. It does publish device, which is often used as a proxy for one. Across 372 Korean acts, desktop share barely moves with debut era: 2.9 points from the 1990s to the 2020s.

Tue Sep 08 — Korean outlets report Jin leading one idol vote 67 weeks running and another 131. We counted English Wikipedia reads for 380 Korean acts and 1,247 members: BTS sends 65.7% of its reading to member pages, and Jin draws 11.5% of that.

Tue Sep 08 — Cube, SM and Hybe all had something out this week. For each of nine K-pop companies we hold a reader count, but the share of the roster we can see runs 37% to 67% — so the ranking everyone wants is the one thing the data will not give.

Tue Sep 08 — The generation labels are quoted like facts, but nobody sets them. We put 182 Korean acts against English Wikipedia reading: the bands overlap 86% to 100%, and in both boundary years we could measure, the real break sits one year away.

Tue Sep 08 — We cannot measure event economics and do not claim to. We can measure the shape of attention: in one month, 774 Korean acts drew 2.67 million English Wikipedia reads, 24 acts hold half of it, and the lower half of the list holds 3.1%.

Tue Sep 08 — Wikidata records a birthplace for 149 of the 3,204 Korean names we track: 4.7%. Seven were born outside Korea. Nationality is not in there at all, so the biggest Korean story about citizenship and stardom is invisible to this record.

Mon Sep 07 — For 774 Korean acts we know the single month each was read most on English Wikipedia. By calendar month they are not even — January runs 45% above expectation, September 39% below. Among the 100 biggest peaks, none landed in February.

Mon Sep 07 — We found the single best month of 774 Korean acts on English Wikipedia and counted what survived it. The median act fell below half within two months. One group held out 65. BigBang's own last peak halved in one.

Mon Sep 07 — Wikipedia publishes each country's most-read articles daily. Across 20 countries and 14 days, 87 Korean articles ever appeared — 63 of the 93 appearances were Japan alone. Nine countries had none.

Mon Sep 07 — For the 183 Korean acts whose whole career fits inside our measuring window, the median act's biggest month on Wikipedia came two years after debut. 35 peaked in year one. 20 waited six years or more.

Sun Sep 06 — Astrology sites tell you which signs go together. Nobody checks. We counted all 4,651 member-to-member pairings inside 259 K-pop groups and set each pair of signs against chance. Every one lands between 0.75x and 1.25x.

Sat Sep 05 — Seven members, six signs, one overlap — RM and Jung Kook, both Virgos. Drawing seven Korean stars at random gives six distinct signs 38.7% of the time, the commonest outcome there is. The population they came from is the strange part.

Sat Sep 05 — Of the five K-pop groups that debuted in 2025, Cortis is the only one read more in English now than in its first months — 2,196 readers a day against 231. Three of the other four are read less than they were at debut.

Sat Sep 05 — We counted daily Wikipedia reads in both languages for the same six Korean singers. Jimin draws 2,091 English readers a day and 61 Korean ones. Lim Young-woong, who filled a stadium three nights this weekend, draws 91 in English.

Sat Sep 05 — English Wikipedia has moved six of the 100 most-read Korean stars to a different name in the last two years. In every one, the old title still takes most of the reading — 72% to 94% of it, four to 22 months on.

Sat Sep 05 — Taemin and TEN both had comeback stages on Music Core on 5 September. We put eight K-pop soloists beside their own group on English Wikipedia: only Hwasa is read more than their own group. Jimin sits at 0.27 of BTS.

Sat Sep 05 — Fan-vote apps report number ones in streaks of weeks. We counted which BTS member the English Wikipedia read most, week by week, for 171 weeks. V led 108 of them — and Jung Kook still has the higher median week. Both are true.

Sat Sep 05 — 93 countries took KPop Demon Hunters into a Netflix top 10, number one in 76 of them. A trade headline says DreamWorks is answering with Forgotten Island. We counted what is being answered — Korea sat exactly at the median.

Sat Sep 05 — Of the 100 most-read Korean stars, the 20 whose article sits under a single word carry a median of 6.5 bracketed titles — Rain (entertainer), Rain (singer), Rain (soldier). The 80 with a full name carry none. Fame does not explain it.

Sat Sep 05 — English Wikipedia moved his article to Jung Kook in March 2025. Seventeen months on, 4.09m of the 5.77m reads about him land on the old title. Of the 30 most-read Korean stars, only he is reached mostly by a dropped name.

Fri Sep 04 — We joined 4,535 Korean entertainers to the schools Wikidata records for them. School of Performing Arts Seoul put 58.4% of its 125 alumni into ten or more language editions. Yonsei managed 16.0% of 75.

Fri Sep 04 — We counted English Wikipedia readers for 2,372 Korean music acts over 30 days. The top 5% took 50.2% of all daily reading. Among groups alone the top 1% took 29.0%, against 19.2% among individuals.

Fri Sep 04 — We counted 1,303 members of 263 K-pop groups. Put on a per-day footing, March runs at 1.20 times an even month and July at 0.69. Scattering the same birthdays evenly 10,000 times produced a gap that wide 1.1% of the time.

Fri Sep 04 — We ranked 3,253 Korean stars by the same surge measure a trending list uses. The top result rose 654x — from one English Wikipedia reader in week one to 654 in week four. Put a floor under it and the top falls to 6.26x.

Fri Sep 04 — Across 90 K-culture headlines from two Korean outlets, 19 mentioned BTS. Only Jin and Jimin were named — 12 and 9 times. V and Jung Kook, the two most-read members on English Wikipedia, were named zero times.

Thu Sep 03 — Across 9,246 Korean entertainers, the 992 credited with both singing and acting sit in a median of 10 Wikipedia language editions, against 1 for either alone. Hold that count fixed and actors are still opened more often.

Tue Sep 01 — Seven BTS members, four Southeast Asian Wikipedias, twenty-eight checks. The group page wins every one. Six other acts lose to their own members in every country we could measure — and Mark Lee does both at once.

Fri Aug 28 — Seoul Institute of the Arts has 352 people in our roster, more than any school. Twenty-eight are in a group. School of Performing Arts Seoul has 102.

Sun Aug 23 — KLifeMap ran IU's chart from the public birth date, 16 May 1993, with no birth hour. Its engine returns water in all twelve possible hours. Strength comes out five strong, seven weak. We report the reading and what it cannot settle.

Sun Aug 23 — KLifeMap ran Jungkook's chart from the public birth date, 1 September 1997, with no birth hour. Strength and the governing element come out identical in all twelve possible hours. Only the structure splits, five ways.

Sun Aug 23 — KLifeMap ran Karina's chart from the public birth date, 11 April 2000, with no birth hour. Strength and the governing element hold across all twelve possible hours. The structure comes out five ways, and the most common one covers six.

Sat Aug 22 — English saju sites read one chart at a time, so nobody has a denominator. We built one: 9,249 Korean entertainers with a birth date on record to the day. One of our four tests crossed the chance line; here is what we did to kill it.

Sat Aug 22 — KLifeMap read the charts of IU, Jungkook and Karina without their birth hours. Trying all twelve hour branches moved one reading a day earlier. The cause was a 32-minute clock correction, not astrology. We say what stays unknowable.

Fri Aug 21 — We put 23 K-pop soloists beside their own group on four Southeast Asian Wikipedias. Six are read more everywhere, thirteen less everywhere, and four disagree from one country to the next — T.O.P clears BigBang only in Vietnam.

Thu Aug 20 — Indonesia, Vietnam, Thailand and Malaysia each keep their own Korean reading list. BTS leads three of them, and is the only name on all four. Cha Eun-woo, IU, Im Yoon-ah and Stray Kids are each in some and not others.

Fri Aug 14 — We measured 2,238 places in Korea against four Southeast Asian Wikipedias. YG Entertainment scores 111.47 and Seoul 106.54. Twelve companies out-read 520 cities and districts on the median. What this cannot see is a single restaurant.

Fri Aug 14 — We measured concentration — the share of a name's four-country reading that sits in its biggest country. K-pop groups come closest to even at 41.7%. The most concentrated row turned out to be an artefact of Wikipedia, not of attention.

Thu Aug 13 — We put 2,511 Korean entertainers, 900 athletes and 22 luxury and car brands on one scale. BTS clears the footballer. Of everyone else measured, nobody does — and the most-read brand sits at a sixth of the leaders.

Sat Aug 08 — Across 1,113 Korean actors and 2,372 K-pop acts, the biggest single day is about 5% of a 30-day month for both. The raw gap of 5.0% against 6.1% disappears once the two groups are compared at the same size.

Sat Aug 08 — One title takes 21.3% of all Korean viewing hours on Netflix; the biggest K-pop act takes 3.9% of English Wikipedia lookups. But half of all music attention sits on 4.5% of acts against 7.3% of titles on screen. No giant, steeper slope.

Sat Aug 08 — Four countries, one identical decline: new group debuts look 69% down since 2017 in Korea, and just as far down in Japan, America and Britain. What we had measured was not the industry but how fast Wikidata records a new group.