# 8. funnel rows read from data/journalists.csv.gz: 173133 (expected 173133) dropped, platform_domain == 1: 12540 dropped, media_typed == 0: 32991 published base: 127602 (expected 127602) AI title-only rows: 63 of 127602 (0.049%), at 48 outlets of 8800 AI headline-inclusive rows: 325 of 127602 (0.255%), at 225 outlets scout lexicon (a\.?i\.? first alternative), title-only 63, headline-inclusive 331 at 227 outlets # 1. the 63 title-only AI rows, printed in full lexicon: \b(ai|artificial intelligence|machine learning|generative ai|llm|chatgpt|openai)\b 1 | Ai Editor | Aftonbladet | Sweden | editor | unclear 2 | Ai Editor at Aftonbladet Ai-hub and Layout Editor with Technical Responsibility for Print | Aftonbladet | Sweden | editor | deploying 3 | Ai Validation - Journalist | Amagi | India | reporter | deploying 4 | Ai Validation Journalist | Amagi | India | reporter | deploying 5 | Research Editor - Special Lists Data and Ai | Barron's | United States | editor | deploying 6 | Ai Correspondent, Bbc News | BBC | United Kingdom | correspondent | covering 7 | Editorial Executive, Generative Ai Programme | BBC | United States | other-editorial | deploying 8 | Head of News Ai (Senior News Editor, Ai) | BBC | United Kingdom | editor | deploying 9 | Innovation & Ai Assistant Editor - Driving Change in Journalism & Broadcasting | BBC | United Kingdom | editor | deploying 10 | Journalist, News Ai Team | BBC | United Kingdom | reporter | deploying 11 | Ai Correspondent | Biotechtv | United States | correspondent | covering 12 | Ai Reporter | Bloomberg | United States | reporter | covering 13 | Asia Ai Reporter | Bloomberg | India | reporter | covering 14 | Editor Overseeing Ai Coverage | Bloomberg | United States | editor | unclear 15 | Columnist, Little Miss Ai | Boston Magazine | United States | columnist | covering 16 | Executive Editor, CMO Insider, Strategic Initiatives and Special Projects Newsroom Ai Accelerator | Business Insider | United States | editor | deploying 17 | Ai Transcript Editor | CalMatters | United States | editor | deploying 18 | Reporter, Ai Beat | CNET | United States | reporter | covering 19 | Ai Editor | Deutsche Welle | Germany | editor | unclear 20 | Desk Management Psychology Editor Ai Intrapreneur (Content Intelligence) | dpa | Germany | editor | deploying 21 | Editor & Ai Project Manager | Fashionunited | Netherlands | editor | deploying 22 | Ai Correspondent | Financial Times | United Kingdom | correspondent | covering 23 | Artificial Intelligence Editor | Financial Times | United Kingdom | editor | unclear 24 | Ai Columnist | Forbes | United States | columnist | covering 25 | Editorial Director, Ai | Hearst Newspapers | United States | other-editorial | unclear 26 | Data & Ai Editor | Helsingin Sanomat | Finland | editor | deploying 27 | Producer, Editorial Ai | Ilta-Sanomat | Finland | other-editorial | deploying 28 | Technology, Ai, Science and Health Presenter | ITV | United Kingdom | anchor/presenter | unclear 29 | Lead Editor, Ai Innovation in Journalism | McClatchy Media | United States | editor | deploying 30 | Ai Assisted Reporter | Miami Herald | United States | reporter | deploying 31 | Ai Reporter | MIT Technology Review | United States | reporter | covering 32 | Senior Editor for Ai | MIT Technology Review | United Kingdom | editor | unclear 33 | Ai Reporter | NBC News | United States | reporter | covering 34 | Editor- Technology & Ai | NDTV | India | editor | unclear 35 | Editorial Ai Development Editor | News Corp Australia | Australia | editor | deploying 36 | Ai Editor | Newsweek | United States | editor | unclear 37 | Ai Staff Reporter | Nieman Journalism Lab | United States | reporter | covering 38 | Head of Ai & Visual Strategy, Editorial Division | Nikkei | Japan | other-editorial | deploying 39 | Reporter Electric Vehicles, Artificial Intelligence | PCMAG | United States | reporter | covering 40 | Director, Ai Editorial Operations | People Inc. | United States | other-editorial | deploying 41 | Director, Ai Editorial Operations | People Inc. | United States | other-editorial | deploying 42 | Artificial Intelligence & Special Projects Reporter | Politico | United States | reporter | covering 43 | Global Editor, Ai Development and Integration | Reuters | United States | editor | deploying 44 | Editor for Health, Higher Education, Ai and other Topics | San Francisco Chronicle | United States | editor | unclear 45 | Video Editor Vfx Ai Video Artist | Sinclair Broadcast Group | United States | editor | deploying 46 | Senior Ai Reporter | South China Morning Post | Hong Kong | reporter | covering 47 | Video Editor, Ai Generative Video | SRF | (none) | editor | deploying 48 | Development Editor Ai and News Strategy | Sveriges Radio | Sweden | editor | deploying 49 | Editorial Ai and Automation Lead | Tech in Asia | Singapore | other-editorial | deploying 50 | Senior Ai Reporter | TechCrunch | United States | reporter | covering 51 | Ai Reporter | The Dispatch | United Kingdom | reporter | covering 52 | Editor -- Generative Ai | The Economist | United Kingdom | editor | unclear 53 | Editor, Ai & the Future of Work | The Guardian | United States | editor | unclear 54 | Ai Reporter | The Logic | Canada | reporter | covering 55 | Ai Reporter | The Verge | United States | reporter | covering 56 | Senior Reporter, Ai Beat | The Verge | United States | reporter | covering 57 | Research Editor (Data and Ai) | The Wall Street Journal (Dow Jones) | Singapore | editor | deploying 58 | Research Editor, Pep Sco, Data & Ai, Risk and Compliance | The Wall Street Journal (Dow Jones) | Spain | editor | deploying 59 | Ai Reporter | Time | United Kingdom | reporter | covering 60 | Senior Editor, Ai, Tech, and World | Time | United States | editor | unclear 61 | Senior Ai Reporter | VentureBeat | United States | reporter | covering 62 | Editor, Ai | ZDNET | United States | editor | unclear 63 | Senior Editor, Ai | ZDNET | United States | editor | unclear # 1b. hand-read false positives among the 63 every row above was read; the checks were: AI as a personal name (Ai Weiwei), AI inside another acronym (AIB, AIM), and the Dutch a.i. that means ad interim. rows removed: 0 # 1c. hand-read pass over the spelling 'a i' / 'a.i.' in the title regex: \ba\.?\s?i\.?\b titles matching the variant regex: 65 of those already in the 63 published rows: 60 new, not in the 63: 5 published rows the variant regex misses: 3 (they spell it out as 'artificial intelligence' and carry no bare 'ai' token) the 5 new titles: NEW | Managing Editor a i | Hearst Magazines | Netherlands | editor | headline: Adjunct-hoofdredacteur Saar Magazine | Snippet Media NEW | Associate Editorial Director, a i Initiatives | The New York Times | United States | other-editorial | headline: A.I. Initiatives at The New York Times NEW | a i Projects Editor | The New York Times | United States | editor | headline: A.I. Projects Editor at The New York Times NEW | Picture Editor Art Director a i | Harper\'s Bazaar Netherlands | Netherlands | editor | headline: Picture Editing Harper\'s Bazaar NL / Creative 8 The Agency NEW | Visual Editor a i | Vogue | Netherlands | editor | headline: the 3 published rows that match only on 'artificial intelligence': AI-SPELLED-OUT | Artificial Intelligence Editor | Financial Times | United Kingdom AI-SPELLED-OUT | Reporter Electric Vehicles, Artificial Intelligence | PCMAG | United States AI-SPELLED-OUT | Artificial Intelligence & Special Projects Reporter | Politico | United States a variant-inclusive rule, taken raw, gives 68 rows at 52 outlets read by hand, 3 of the 5 new titles are the Dutch a.i. that means ad interim (Hearst Magazines; Harper\'s Bazaar Netherlands; Vogue) and 2 are A.I. (Associate Editorial Director, a i Initiatives; a i Projects Editor) so the hand-read variant-inclusive count is 65 rows at 49 outlets # 1d. borderline rows, flagged and kept flagged: 5 of 63; the 63 minus the flagged rows is 58 BORDERLINE | Research Editor - Special Lists Data and Ai | Barron's | deploying BORDERLINE | Ai Transcript Editor | CalMatters | deploying BORDERLINE | Video Editor Vfx Ai Video Artist | Sinclair Broadcast Group | deploying BORDERLINE | Research Editor (Data and Ai) | The Wall Street Journal (Dow Jones) | deploying BORDERLINE | Research Editor, Pep Sco, Data & Ai, Risk and Compliance | The Wall Street Journal (Dow Jones) | deploying no row is removed; the flag is a column in ai_titles.csv # 1e. titles that name a desk: an editor title whose only qualifier is the AI subject title_names_a_desk: 9 of 63 DESK | Ai Editor | Aftonbladet | first rule unclear | alt rule deploying DESK | Editor Overseeing Ai Coverage | Bloomberg | first rule unclear | alt rule deploying DESK | Ai Editor | Deutsche Welle | first rule unclear | alt rule deploying DESK | Artificial Intelligence Editor | Financial Times | first rule unclear | alt rule deploying DESK | Senior Editor for Ai | MIT Technology Review | first rule unclear | alt rule deploying DESK | Ai Editor | Newsweek | first rule unclear | alt rule deploying DESK | Editor -- Generative Ai | The Economist | first rule unclear | alt rule deploying DESK | Editor, Ai | ZDNET | first rule unclear | alt rule deploying DESK | Senior Editor, Ai | ZDNET | first rule unclear | alt rule deploying of the 15 unclear rows under the published rule, 9 are desk-style editor titles # 2. outlets by AI-titled rows outlets with at least one AI title: 48 outlets with two or more: 11 BBC 5 AI titles of 3935 editorial rows Bloomberg 3 AI titles of 1785 editorial rows Aftonbladet 2 AI titles of 176 editorial rows Amagi 2 AI titles of 8 editorial rows Financial Times 2 AI titles of 595 editorial rows MIT Technology Review 2 AI titles of 33 editorial rows People Inc. 2 AI titles of 183 editorial rows The Verge 2 AI titles of 31 editorial rows The Wall Street Journal (Dow Jones) 2 AI titles of 1535 editorial rows Time 2 AI titles of 105 editorial rows ZDNET 2 AI titles of 19 editorial rows largest desk: BBC, 5 AI titles of 3935 editorial rows Ai Correspondent, Bbc News | United Kingdom | correspondent | covering Editorial Executive, Generative Ai Programme | United States | other-editorial | deploying Head of News Ai (Senior News Editor, Ai) | United Kingdom | editor | deploying Innovation & Ai Assistant Editor - Driving Change in Journalism & Broadcasting | United Kingdom | editor | deploying Journalist, News Ai Team | United Kingdom | reporter | deploying outlets with exactly one AI title: 37 of 48 # 3. deploying vs covering, over all 63 title-only rows rule: deploy words in the title win over reporting words, because a title can carry both. deploy words: \b(innovation|development|integration|operations|adoption|validation|transcript|assisted|automation|accelerator|strategy|programme|program|project|intrapreneur|ai-hub|ai hub|news ai|editorial ai|generative video|vfx|data and ai)\b cover words: \b(reporter|correspondent|writer|journalist|columnist|critic|reviewer)\b deploying 27 of 63 covering 21 of 63 unclear 15 of 63 alternative rule (any of editor/head/director/lead/operations/innovation/development/integration/product/strategy = deploying): deploying 35 of 63 covering 25 of 63 unclear 3 of 63 rows where the two rules disagree: 20 (row_id in ai_titles.csv: 1, 3, 4, 7, 10, 14, 19, 23, 25, 27, 30, 32, 34, 36, 44, 52, 53, 60, 62, 63) row_id 1 | Ai Editor | Aftonbladet | first rule unclear | alt rule deploying row_id 3 | Ai Validation - Journalist | Amagi | first rule deploying | alt rule covering row_id 4 | Ai Validation Journalist | Amagi | first rule deploying | alt rule covering row_id 7 | Editorial Executive, Generative Ai Programme | BBC | first rule deploying | alt rule unclear row_id 10 | Journalist, News Ai Team | BBC | first rule deploying | alt rule covering row_id 14 | Editor Overseeing Ai Coverage | Bloomberg | first rule unclear | alt rule deploying row_id 19 | Ai Editor | Deutsche Welle | first rule unclear | alt rule deploying row_id 23 | Artificial Intelligence Editor | Financial Times | first rule unclear | alt rule deploying row_id 25 | Editorial Director, Ai | Hearst Newspapers | first rule unclear | alt rule deploying row_id 27 | Producer, Editorial Ai | Ilta-Sanomat | first rule deploying | alt rule unclear row_id 30 | Ai Assisted Reporter | Miami Herald | first rule deploying | alt rule covering row_id 32 | Senior Editor for Ai | MIT Technology Review | first rule unclear | alt rule deploying row_id 34 | Editor- Technology & Ai | NDTV | first rule unclear | alt rule deploying row_id 36 | Ai Editor | Newsweek | first rule unclear | alt rule deploying row_id 44 | Editor for Health, Higher Education, Ai and other Topics | San Francisco Chronicle | first rule unclear | alt rule deploying row_id 52 | Editor -- Generative Ai | The Economist | first rule unclear | alt rule deploying row_id 53 | Editor, Ai & the Future of Work | The Guardian | first rule unclear | alt rule deploying row_id 60 | Senior Editor, Ai, Tech, and World | Time | first rule unclear | alt rule deploying row_id 62 | Editor, Ai | ZDNET | first rule unclear | alt rule deploying row_id 63 | Senior Editor, Ai | ZDNET | first rule unclear | alt rule deploying # 3b. the five named rows the plan asks for BBC present: Head of News Ai (Senior News Editor, Ai) (deploying) Reuters present: Global Editor, Ai Development and Integration (deploying) McClatchy Media present: Lead Editor, Ai Innovation in Journalism (deploying) People Inc. present: Director, Ai Editorial Operations (deploying) Miami Herald present: Ai Assisted Reporter (deploying) # 4. the 50 largest publishable outlets by editorial rows the 50 largest publishable outlets: media-typed, not a parent domain, named, typed, with a country. This is the same ranking that feeds the site's /outlets/ table; the site gives its own outlet page to the first 40 of it, so this set is 10 longer than the list of published outlet pages. 1 | BBC | United Kingdom | 3935 rows | 5 AI titles | 15 with headlines 2 | The New York Times | United States | 2168 rows | 0 AI titles | 2 with headlines 3 | Bloomberg | United States | 1785 rows | 3 AI titles | 9 with headlines 4 | The Wall Street Journal (Dow Jones) | United States | 1535 rows | 2 AI titles | 8 with headlines 5 | ABC News (Australia) | Australia | 1194 rows | 0 AI titles | 2 with headlines 6 | Associated Press | United States | 1057 rows | 0 AI titles | 0 with headlines 7 | SABC | South Africa | 1043 rows | 0 AI titles | 0 with headlines 8 | CNN | United States | 1030 rows | 0 AI titles | 1 with headlines 9 | ESPN | United States | 957 rows | 0 AI titles | 1 with headlines 10 | Zee Media | India | 939 rows | 0 AI titles | 2 with headlines 11 | AFP | France | 865 rows | 0 AI titles | 1 with headlines 12 | Sveriges Radio | Sweden | 764 rows | 1 AI titles | 2 with headlines 13 | Deutsche Welle | Germany | 732 rows | 1 AI titles | 4 with headlines 14 | The Guardian | United Kingdom | 718 rows | 1 AI titles | 3 with headlines 15 | Reuters | United Kingdom | 710 rows | 1 AI titles | 4 with headlines 16 | ETV Bharat | India | 688 rows | 0 AI titles | 1 with headlines 17 | NDTV | India | 670 rows | 1 AI titles | 3 with headlines 18 | ABC News | United States | 669 rows | 0 AI titles | 0 with headlines 19 | DR - Danmarks Radio | Denmark | 659 rows | 0 AI titles | 0 with headlines 20 | Financial Times | United Kingdom | 595 rows | 2 AI titles | 6 with headlines 21 | ITV | United Kingdom | 586 rows | 1 AI titles | 1 with headlines 22 | CBS News | United States | 577 rows | 0 AI titles | 0 with headlines 23 | NBC News | United States | 571 rows | 1 AI titles | 3 with headlines 24 | Sinclair Broadcast Group | United States | 537 rows | 1 AI titles | 1 with headlines 25 | Fox News Media | United States | 526 rows | 0 AI titles | 1 with headlines 26 | Fairfax Media | Australia | 521 rows | 0 AI titles | 0 with headlines 27 | The Times | United Kingdom | 504 rows | 0 AI titles | 2 with headlines 28 | SVT | Sweden | 486 rows | 0 AI titles | 0 with headlines 29 | Los Angeles Times | United States | 470 rows | 0 AI titles | 3 with headlines 30 | The Telegraph | United Kingdom | 457 rows | 0 AI titles | 0 with headlines 31 | The Indian Express | India | 446 rows | 0 AI titles | 1 with headlines 32 | USA Today | United States | 413 rows | 0 AI titles | 0 with headlines 33 | Forbes | United States | 406 rows | 1 AI titles | 4 with headlines 34 | RTE | Ireland | 405 rows | 0 AI titles | 0 with headlines 35 | News Corp Australia | Australia | 397 rows | 1 AI titles | 1 with headlines 36 | ABS-CBN News | Philippines | 393 rows | 0 AI titles | 0 with headlines 37 | Anadolu Agency | Turkey | 383 rows | 0 AI titles | 2 with headlines 38 | Sky News | United Kingdom | 375 rows | 0 AI titles | 1 with headlines 39 | New York Post | United States | 373 rows | 0 AI titles | 4 with headlines 40 | CNBC | United States | 372 rows | 0 AI titles | 1 with headlines 41 | Vogue | United States | 349 rows | 0 AI titles | 0 with headlines 42 | The Globe and Mail | Canada | 347 rows | 0 AI titles | 2 with headlines 43 | RTV Slovenija | Slovenia | 341 rows | 0 AI titles | 0 with headlines 44 | ETV | South Africa | 333 rows | 0 AI titles | 0 with headlines 45 | South China Morning Post | China | 328 rows | 1 AI titles | 2 with headlines 46 | Voice of America | United States | 327 rows | 0 AI titles | 4 with headlines 47 | PA Media | United Kingdom | 309 rows | 0 AI titles | 0 with headlines 48 | Mediacorp | Singapore | 305 rows | 0 AI titles | 0 with headlines 49 | Politico | United States | 299 rows | 1 AI titles | 2 with headlines 50 | India TV | India | 298 rows | 0 AI titles | 1 with headlines of the 50: 34 have no AI title, 16 have no AI word even in a headline zero AI titles: The New York Times, ABC News (Australia), Associated Press, SABC, CNN, ESPN, Zee Media, AFP, ETV Bharat, ABC News, DR - Danmarks Radio, CBS News, Fox News Media, Fairfax Media, The Times, SVT, Los Angeles Times, The Telegraph, The Indian Express, USA Today, RTE, ABS-CBN News, Anadolu Agency, Sky News, New York Post, CNBC, Vogue, The Globe and Mail, RTV Slovenija, ETV, Voice of America, PA Media, Mediacorp, India TV zero even with headlines: Associated Press, SABC, ABC News, DR - Danmarks Radio, CBS News, Fairfax Media, SVT, The Telegraph, USA Today, RTE, ABS-CBN News, Vogue, RTV Slovenija, ETV, PA Media, Mediacorp scout's top 50 (parent domains not excluded, for comparison): 35 with no AI title, 17 with none even in a headline scout zero even with headlines: Associated Press, SABC, Hearst Magazines, ABC News, DR - Danmarks Radio, Paramount, CBS News, Fairfax Media, SVT, The Telegraph, USA Today, RTE, ABS-CBN News, iHeartMedia, Vogue, RTV Slovenija, ETV # 5. comparator beats, title-only and headline-inclusive ai title-only 63 of 127602 | with headlines 325 of 127602 | outlets 48 / 225 climate title-only 385 of 127602 | with headlines 868 of 127602 | outlets 184 / 451 crypto title-only 42 of 127602 | with headlines 123 of 127602 | outlets 22 / 58 cybersecurity title-only 23 of 127602 | with headlines 57 of 127602 | outlets 17 / 43 health title-only 590 of 127602 | with headlines 1141 of 127602 | outlets 272 / 561 science title-only 301 of 127602 | with headlines 1546 of 127602 | outlets 167 / 623 sports title-only 4877 of 127602 | with headlines 6533 of 127602 | outlets 1580 / 1809 technology title-only 492 of 127602 | with headlines 1184 of 127602 | outlets 227 / 535 # 5b. AI by country, countries with 200+ rows in the base United States 69377 rows | 32 AI titles (0.46 per 1,000) | 134 with headlines (1.93 per 1,000) United Kingdom 12094 rows | 11 AI titles (0.91 per 1,000) | 42 with headlines (3.47 per 1,000) India 7656 rows | 4 AI titles (0.52 per 1,000) | 41 with headlines (5.36 per 1,000) Australia 4170 rows | 1 AI titles (0.24 per 1,000) | 9 with headlines (2.16 per 1,000) Canada 3026 rows | 1 AI titles (0.33 per 1,000) | 11 with headlines (3.64 per 1,000) Sweden 1879 rows | 3 AI titles (1.60 per 1,000) | 7 with headlines (3.73 per 1,000) Germany 1643 rows | 2 AI titles (1.22 per 1,000) | 9 with headlines (5.48 per 1,000) South Africa 1530 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) Indonesia 1520 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (0.66 per 1,000) France 1369 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (0.73 per 1,000) Denmark 1125 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) Brazil 1024 rows | 0 AI titles (0.00 per 1,000) | 4 with headlines (3.91 per 1,000) Italy 907 rows | 0 AI titles (0.00 per 1,000) | 4 with headlines (4.41 per 1,000) Singapore 787 rows | 2 AI titles (2.54 per 1,000) | 2 with headlines (2.54 per 1,000) Spain 770 rows | 1 AI titles (1.30 per 1,000) | 11 with headlines (14.29 per 1,000) Turkey 742 rows | 0 AI titles (0.00 per 1,000) | 4 with headlines (5.39 per 1,000) Ireland 717 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) Hong Kong 644 rows | 1 AI titles (1.55 per 1,000) | 3 with headlines (4.66 per 1,000) Philippines 632 rows | 0 AI titles (0.00 per 1,000) | 2 with headlines (3.16 per 1,000) Nigeria 605 rows | 0 AI titles (0.00 per 1,000) | 4 with headlines (6.61 per 1,000) Pakistan 562 rows | 0 AI titles (0.00 per 1,000) | 4 with headlines (7.12 per 1,000) Norway 550 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (1.82 per 1,000) Belgium 536 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) China 535 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) Israel 530 rows | 0 AI titles (0.00 per 1,000) | 4 with headlines (7.55 per 1,000) Egypt 525 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (1.90 per 1,000) Netherlands 512 rows | 1 AI titles (1.95 per 1,000) | 3 with headlines (5.86 per 1,000) Japan 506 rows | 1 AI titles (1.98 per 1,000) | 3 with headlines (5.93 per 1,000) United Arab Emirates 503 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (1.99 per 1,000) New Zealand 439 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (2.28 per 1,000) Finland 408 rows | 2 AI titles (4.90 per 1,000) | 3 with headlines (7.35 per 1,000) Mexico 406 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) Bangladesh 395 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) Slovenia 343 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) South Korea 339 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (2.95 per 1,000) Poland 323 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (3.10 per 1,000) Kenya 289 rows | 0 AI titles (0.00 per 1,000) | 3 with headlines (10.38 per 1,000) Argentina 279 rows | 0 AI titles (0.00 per 1,000) | 2 with headlines (7.17 per 1,000) Russia 264 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) Romania 263 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (3.80 per 1,000) Portugal 236 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (4.24 per 1,000) Lithuania 235 rows | 0 AI titles (0.00 per 1,000) | 1 with headlines (4.26 per 1,000) Switzerland 223 rows | 0 AI titles (0.00 per 1,000) | 0 with headlines (0.00 per 1,000) AI-titled rows with no country on the person row: 1 of 63 # 6. seniority of the AI-titled rows carry head, director, lead, chief or senior: 14 of 63 senior 8 director 3 head 2 lead 2 per-word counts sum to 15 over 14 distinct rows: a title can carry two rank words, and one does. "Head of News Ai (Senior News Editor, Ai)" at the BBC is counted under head and under senior. rows carrying more than one rank word: 1 (Head of News Ai (Senior News Editor, Ai)) the classifier's own seniority column on the same rows: {'unknown': 45, 'executive': 5, 'chief': 2, 'deputy': 1, 'senior': 9, 'staff': 1} same word list over the whole base: 15793 of 127602 (12.4%) # 6b. fetched_at on the 63 AI-titled rows min 2026-07-23 | max 2026-08-11 | median 2026-08-06 fetched_at is when the profile was scraped, not when the job started or ended. wrote ai_titles.csv (63 rows) wrote ai_desk_ranking.csv (48 rows) wrote top50_newsrooms_ai.csv (50 rows) wrote ai_by_country.csv (43 rows) wrote beat_title_counts.csv (8 rows) wrote report_ai_desks.py (the script that made every file here) wrote /Users/jakob/Documents/Python Projects/journalistlabs.com/static/data/journalism-has-63-ai-job-titles-on-file-biggest-desk-bbc-five