extend title blacklist

1 files changed, 1293 insertions, 34 deletions

diff --git a/fuzzycat/verify.py b/fuzzycat/verify.py
index 730a5ee..e1ff4d8 100644
--- a/fuzzycat/verify.py
+++ b/fuzzycat/verify.py
@@ -64,14 +64,54 @@ get_key_values = operator.itemgetter("k", "v")
 # There titles appear too often, so ignore them for now.
 TITLE_BLACKLIST = set([
     "",
-    ":{unav)",
-    "[others]",
-    "[s.n.]",
-    "a correction",
-    "a personal note",
+    "100 years ago",
+    "10. schlußbemerkungen",
+    "(11899) weill",
+    "11-i-6 シロネズミ肝臓アミドホスフォリボシルトランスフェラーゼ活性に及ぼす核酸関連物質およびビタミンb_<12>添加の影響(研究発表)(日本ビタミン学会 : 第25回大会研究発表要旨)",
+    "11. quellen und literatur",
+    "165 脳spectにおける収集条件の画質への影響(第30回秋季学術大会 一般研究発表予稿集)",
+    "1760 chemical shifts and coupling constants for c11h17o3ps",
+    "181. 気管支喘息患児の抗食餌アレルゲン特異ige抗体の変動について(喘息-病態生理iii)",
+    "19. syntheses",
+    "1. general introduction",
+    "1-iii-9 20位水酸化ビタミンd_3誘導体の合成研究(一般演題要旨,日本ビタミン学会第64回大会講演要旨)",
+    "1. introduzione",
+    "1. vorbemerkungen",
+    "1. 歯科修復物の品質管理 (qc) とその指導(第 50 回九州歯科学会総会講演抄録)",
+    "2010-44 nouvelles du corps médical",
+    "2011 editorial collaborators",
+    "2018 thank-yous",
+    "2188 chemical shifts and coupling constants for c12h19o4ps",
+    "25. literaturhinweise",
+    "2871 chemical shifts and coupling constants for c14h14o3p2s3",
+    "29p-je-14 強磁性層と超伝導層の境界における称序パラメーターの振舞いii(低温)",
+    "2-ii-24 新規フッ素化ビタミンdアナログの合成 : 第47回大会研究発表要旨",
+    "2. konzeptionelle grundlagen",
+    "2 the ymca",
+    "340-911-1-pb__1_.pdf",
+    "3. argentina",
+    "3 biochemische und klinische analyse",
+    "3. biochemische und klinische analyse",
+    "3. dezember 1941",
+    "3. psychiatry",
+    "4. netherlands",
+    "4. optical properties",
+    "50 & 100 years ago",
+    "5098703 interferon-alpha 76",
+    "50 years ago",
+    "5 empirische untersuchung",
+    "5. soul loss",
+    "6. some applications",
+    "7. zusammenfassung der ergebnisse",
+    "8. fazit und ausblick",
+    "8. personalnachrichten",
+    "95% success",
+    "9. the future",
     "aacci corporate members",
+    "a. allgemeines",
     "abbildung",
     "abbildungsnachweis",
+    "abbotsford post",
     "abbreviations and acronyms",
     "about the cover",
     "about the editor",
@@ -80,200 +120,1409 @@ TITLE_BLACKLIST = set([
     "about this journal",
     "about this title",
     "abréviations",
-    "abstract withdrawn",
+    "abstracts",
     "abstracts of papers from other journals",
     "abstracts of papers to appear in future issues",
-    "abstracts",
+    "abstract withdrawn",
     "acknowledgement of reviewers",
-    "acknowledgement to reviewers",
-    "acknowledgements to reviewers",
     "acknowledgements",
+    "acknowledgements to reviewers",
+    "acknowledgements to reviewers:",
+    "acknowledgement to our reviewers",
+    "acknowledgement to reviewers",
+    "acknowledgement to reviewers 1984",
     "acknowledgment of reviewers",
     "acknowledgments",
-    "actualités professionnelles",
+    "acknowledgment to 2015-2016 reviewers",
+    "acknowledgment to reviewers",
+    "a correction",
+    "acp-9-2289-2009.pdf",
+    "acronyms",
+    "acronyms and abbreviations",
+    "acs news",
+    "activities and announcements",
+    "activities of the society",
     "actualités",
+    "actualités professionnelles",
     "addenda",
+    "a. einleitung",
+    "aeq volume 24 issue 3 cover and front matter",
+    "aerospace series. electrical contacts used in elements of connection",
     "agradecimento",
     "agradecimientos",
+    "agricultural inventions",
+    "agriculture",
+    "aims and scope",
+    "aims & scope/editorial board",
+    "air quality data from the life+respira project in pamplona, spain: no2 in 2015 at 00h cet (dataset)",
+    "air quality data from the life+respira project in pamplona, spain: no2 in 2015 at 16h cet (dataset)",
+    "air quality data from the life+respira project in pamplona, spain: o3 in 2015 (16h cet) (interpolated geotiff)",
+    "air quality data from the life+respira project in pamplona, spain: o3 in 2015 at 06h cet (dataset)",
+    "aktuell",
+    "al 2 br 2 cl 4",
+    "algeria",
+    "allergy.",
     "all pdfs of this category",
+    "also of interest",
+    "amphotericin b",
+    "anemia",
     "an epitome of current medical literature",
+    "angina pectoris",
     "an invitation to membership",
+    "annex",
     "announcement",
     "announcements",
+    "announcements and calendar",
+    "announcements of future meetings",
+    "annual general meeting",
     "annual meeting",
     "annual report",
+    "annual report: 1988–1989",
+    "a note on the texts",
+    "answers",
+    "answers to cme examination",
+    "anthropology",
+    "anxiety disorders",
+    "anzeige.",
+    "a personal note",
     "appendix c",
     "appendix d",
     "appendix d.",
+    "appendix k:",
+    "appendix: tables",
+    "applied science laboratories inc.",
     "archaeology",
+    "archeologie",
+    "archives",
     "around the world",
     "arthrobacter sp.",
+    "article abstract",
+    "arts and decoration",
+    "aseptic midwifery",
+    "asme conference presenter attendance policy and archival proceedings",
+    "association directory",
+    "association intelligence",
     "association notes",
+    "association notice",
+    "association suisse pour le suffrage féminin",
+    "at the literary table",
     "aufgaben",
     "ausgewählte literatur",
+    "author biographies",
+    "author biography",
     "author index",
+    "author index subject index",
     "author response image 1. author response",
-    "back matter",
+    "autorenverzeichnis",
+    "autorinnenverzeichnis",
+    "autriche",
+    "avertissement",
+    "awards alert",
     "background",
+    "[back inside cover]",
+    "back matter",
     "backmatter",
+    "bangladesh",
+    "bangladesh: 1972–2012",
+    "bartholomew's hospital.",
+    "basic concepts",
+    "basic research",
+    "beckman instruments, inc.",
+    "beckman® instruments, inc",
+    "beckman® instruments, inc.",
+    "bedside teaching 高齢者における心疾患・2-高齢者の急性心筋梗塞",
+    "beitrÄge",
+    "belgium",
     "bericht",
+    "berichte",
     "beyond the flyleaf",
+    "bfh v. 21.7.1960 (ii)",
+    "bibliographical note",
+    "bibliographical notes",
+    "bibliographical notices",
+    "bibliographie sélective",
     "bibliography",
+    "bildnachweis",
+    "bildnachweise",
+    "biographical notes",
+    "biosketches",
+    "[blank page - back cover]",
+    "blank page [back cover]",
+    "bma affairs",
+    "board of editor",
+    "board of editors",
+    "boekbespreking",
+    "boekbesprekingen",
+    "book marks",
     "book received",
     "book review",
+    "book reviewers",
     "book reviews",
-    "books received",
+    "book reviews comptes rendus",
+    "book review section",
+    "book reviews/revue de livres",
+    "books and publications received",
     "bookseller's catalogue",
+    "bookseller's catalogues",
+    "booksellers' catalogues",
+    "book shelf",
+    "bookshelf",
+    "books in brief",
+    "books of interest",
+    "books received",
+    "books received but not reviewed",
+    "books reviewed",
+    "boston medical library",
+    "botany",
+    "botulinum toxin a",
     "boundary creek times",
+    "braham, john (1774?–1856)",
+    "brazil",
+    "brief an theodor zwinger iii",
+    "brief communications",
     "briefer notices",
+    "briefer notices.",
+    "briefly noted",
+    "brief notices",
+    "brief review",
+    "brief reviews",
     "briefs",
+    "british columbia record",
+    "british medical association",
+    "british veterinary association",
+    "buchanzeigen.",
+    "buchbesprechungen – book reviews – livres nouveaux",
+    "bücherbesprechungen",
     "bulletin board",
+    "bulletins & highlights",
     "bureau of investigation",
+    "bureau of legal medicine and legislation",
+    "bürgerliches recht",
+    "business and personal wants",
+    "c 15 h 20 n 1 o 3 p 1",
+    "c21h26n2o5 - structure no. 1098",
+    "c 22 h 18 f 6 o 5 sn 1",
+    "c 22 h 18 f 6 o 5 zn 1",
+    "c2 - editorial board",
+    "c2: editorial board",
+    "c2h6o and c4h8",
+    "c3h8o and c8h18",
+    "c4h8o and c7h8",
+    "c5h12o and c8h18o3",
+    "c5h8o2 and c6h12",
+    "c6h12o2 and c7h16",
     "calendar",
+    "calendar of courses, symposiums, and conferences",
+    "calendar of forthcoming events",
+    "calendar of forthcoming meetings",
+    "calendar of future meetings",
+    "call for submissions",
     "canto",
-    "canto",
+    "captopril",
+    "career opportunities",
+    "carta do editor",
+    "cary instruments",
+    "case of the month",
+    "ceramic abstracts",
+    "ceramic abstracts1",
+    "chapitre ii",
+    "chapitre iii",
+    "[chapitre] v",
+    "chapitre v",
+    "chapitre vi",
+    "chapitre xxxi",
+    "chapter 7. conclusion",
+    "chapter 9. conclusion",
+    "chapter iv",
+    "chapter news",
+    "chapter xl",
+    "chapter xxix",
+    "character list",
+    "checklist",
+    "chemicals",
+    "chemical shifts and coupling constants for c23h21o6p",
+    "chemical shifts and coupling constants for c27h27o5p",
+    "chemical shifts and coupling constants of c5h3cl6nos",
+    "chemical shifts and coupling constants of c8h6cl3no",
+    "chemistry of vegetable physiology and agriculture",
+    "chromatography calendar",
+    "chronic pyelonephritis",
+    "ciclosporin",
+    "cimetidine*",
+    "circulation: clinical summaries: original research put into perspective for the practicing clinician",
+    "classic pages",
+    "classified advertisements",
+    "classroom notes",
+    "clinical connections",
+    "clinical implications",
+    "clinical memoranda",
+    "clinical news",
+    "clinical summaries",
+    "cme accreditation page",
+    "cme calendar 1998",
+    "cme examination",
+    "co2: editorial board",
+    "coffee break アルコール常飲者のビタミン欠乏",
+    "coffee break 潰瘍の再発をめぐって(その4)-観察成績の多様さについて",
+    "collected essays",
+    "colloquium",
+    "coming events manifestations futures",
+    "coming up",
+    "committee list",
     "communications to the editor",
     "company news",
+    "comulative author index to volume 289",
+    "concluding reflections",
+    "concluding thoughts",
+    "conclusio",
     "conclusion",
+    "conclusion générale",
     "conclusions",
+    "conclusions and outlook",
+    "conclusions and prospects",
+    "conference",
+    "conference 1951",
+    "conference announcement",
+    "conference announcements",
+    "conference author index",
+    "conference program",
     "conference report",
     "conferences",
+    "congratulations!",
+    "congratulations",
+    "congress calendar",
+    "consequences",
+    "construction",
     "contents",
+    "contents and chemical science",
+    "contents of previous volumes",
+    "contents to volume 2",
+    "contents to volume 35 (1980)",
+    "contents to volume 53 (1982)",
+    "contents to volume 71",
     "continuing education",
+    "continuing medical education",
+    "continuing professional education questionnaire",
+    "contributing author",
     "contributors",
+    "contributors to this volume",
+    "cooperation 1893–94",
     "copyright",
+    "corporation and institutional members",
     "correction",
+    "corrections and clarifications",
     "correspondence",
     "corrigendum",
+    "costa rica",
+    "council on pharmacy and chemistry",
+    "courses",
+    "courses and conferences",
     "cover",
+    "cover and front matter",
+    "cover caption",
+    "cover, original table of contents, and editorial board",
+    "cover picture",
+    "cranbrook herald",
+    "critical notices",
+    "cumulative author index",
+    "cumulative author index to volumes 271, 272",
+    "cumulative author index to volumes 291–304",
+    "cumulative index to authors",
+    "cumulative subject index*1",
+    "current educational literature in the periodicals",
+    "current events",
+    "current literature survey",
+    "current papers in oral biology",
+    "current publications received",
+    "current research",
+    "current topics",
+    "curriculum vitae",
+    "daily british columbian",
     "daily building record",
+    "dapsone",
+    "dasatinib",
     "data_sheet_1.zip",
+    "de-ci, de-là...",
+    "decorative notes",
     "dedication",
+    "definition of drunkenness",
+    "definitions",
+    "demonstration",
+    "descriptive statistics",
+    "development",
+    "diagnostik",
+    "diamagnetic bulk susceptibility data of c6h14s2",
     "diary of events",
+    "diary of forthcoming events",
+    "diary of meetings",
+    "die autoren",
+    "die gdch-zeitschriften bringen",
+    "directory: aao officers and organizations",
+    "directory of otolaryngologic societies",
+    "disclaimer",
     "discussion",
-    "editorial board and publication information",
+    "discussions of a.i.e.e. papers — as recommended for publication by technical committees",
+    "diseases of infancy and childhood",
+    "diskussion der ergebnisse",
+    "dissertationes",
+    "dokument 119-133",
+    "dokument 18-19",
+    "druckfehler",
+    "drug watch",
+    "eastern questionnaire, blue book for interviewee 49275a, answers for pages 055-079",
+    "e-commerce",
+    "economic review",
+    "ed board",
+    "ed. board",
+    "editorial",
+    "editorial announcement",
     "editorial board",
+    "editorial board/ aims & scope",
+    "editorial board/aims & scope",
+    "editorial board, aims & scope, table of contents",
+    "editorial board and publication information",
+    "editorial board/copyright information",
+    "editorial board - english",
+    "editorial board members",
+    "editorial board / redaksieraad",
+    "editorial board/reviewing committee",
     "editorial committee",
-    "editorial",
+    "editorial foreword",
+    "editor's choice",
+    "editor's commentary",
     "editors/ editorial board",
+    "editor's foreword",
+    "editor's message",
+    "editor's report",
+    "editors' report",
+    "educational forum",
     "educational intelligence",
+    "educational intelligence.",
+    "educational news",
     "educators personally",
+    "egypt: 1948–2012",
+    "eigenvalues and eigenvectors",
     "eingesandte schriften",
     "einleitung",
+    "einzelbesprechungen",
+    "emanations",
+    "empirische untersuchung",
+    "employment ads information",
+    "employment information",
+    "endocrine-related resources from the national institutes of health",
+    "energy",
+    "engineering notes",
+    "england and wales",
+    "english abstracts",
+    "environment",
+    "envoi",
+    "eov editorial board",
+    "epidemic keratoconjunctivitis",
+    "epidemiology section",
+    "epÍlogo",
+    "epitome of current medical literature",
+    "epoprostenol*",
+    "ergebnisse",
     "erratum",
+    "escitalopram",
+    "essay reviews",
+    "estonia",
+    "european perspectives",
+    "evaluation",
     "events calendar",
+    "examples",
+    "exhibition",
+    "explanitory notes",
+    "external reviewers",
+    "fe de errata",
+    "figure 3—source data 1.",
+    "filmographie",
+    "filmography",
+    "financial statement",
+    "finlande",
+    "firmenschriften",
+    "food allergy",
+    "foot-and-mouth disease.",
+    "foreign and insular statistical reports of countries and cities: untabulated",
     "foreword",
+    "forthcoming conferences",
+    "forthcoming features",
+    "for the record",
+    "foundations",
+    "fragment unbekannten inhalts",
+    "free colour illustrations in the online version of articles",
+    "from foreign journals",
+    "from the blogosphere",
+    "from the iee archives",
+    "from the lecture commitee",
+    "from the president",
     "front & back matter",
     "front cover",
     "front matter",
     "frontmatter",
+    "frontmatter and index",
+    "full issue",
+    "full title",
+    "full title (editorial board)",
+    "functions",
     "fundraising",
+    "fürs laboratorium",
+    "future contributions to journal of statistical physics",
+    "future meetings",
+    "f.y.eye",
+    "gastro‐enterology",
+    "gaussian job archive for c13h26o4",
+    "gaussian job archive for c14h16o",
+    "gaussian job archive for c15h14o",
+    "gaussian job archive for c20h20cl2o6",
+    "gaussian job archive for c5h12o2",
+    "gaussian job archive for c5h13no4",
     "gbif occurrence download",
+    "gdch-bewerberliste",
     "geleitwort",
+    "gem-a notices",
+    "general",
+    "general conclusion",
     "general information",
+    "general introduction",
     "general medical council",
-    "general",
+    "general medical council.",
+    "general notes",
+    "general policy and analysis",
+    "genève.",
     "geographical notes",
+    "geography of the day",
+    "gerichtsverfassung und verfahren.",
+    "germany",
+    "gesellschaftsrecht",
+    "getting started",
+    "gilford instrument laboratories inc.",
+    "glasgow pathological and clinical society",
+    "gliederung",
+    "globalization",
+    "glossary of terms",
+    "glycine max (l.) merr. mutante, mut 116 a/2",
+    "golden era",
+    "government services",
+    "graphical abstract (angew. chem. int. ed. engl. 13/1994)",
+    "graphical contents list & author index",
+    "griseofulvin",
+    "guest editor",
+    "guest editors",
+    "guide to further reading",
+    "guy's hospital.",
+    "heart disease and pregnancy",
+    "helicobacter pylori",
+    "highlights from the literature",
+    "hinweise für autoren",
+    "histamine",
+    "histoire de lire",
+    "historical background",
+    "history",
+    "hospital and dispensary management",
+    "hospital and institutional news",
+    "hospital reports",
+    "hungary",
+    "hygiene",
+    "hyg volume 114 issue 2 cover and front matter",
+    "hyg volume 50 issue 3 cover and front matter",
+    "hyg volume 61 issue 1 cover and back matter",
+    "ibc: guide for authors",
+    "ieee computational intelligence society information",
+    "ieee electron device letters information for authors",
+    "ieee foundation [advertisement]",
+    "ieee geoscience and remote sensing letters publication information",
+    "ieee signal processing society information",
+    "ieee systems, man, and cybernetics society information",
+    "ieee transactions on computer-aided design of integrated circuits and systems information for authors",
+    "ieee transactions on electron devices information for authors",
+    "ieee transactions on magnetics institutional listings",
+    "i einleitung",
     "i. einleitung",
-    "in this issue",
+    "ifc (ed board)",
+    "ifc (ed. board)",
+    "ifc - ed board",
+    "ifc-ed. board",
+    "ifc - publication information",
+    "ifc ‐ publication information",
+    "ii. abteilung",
+    "i. introduction",
+    "illustration credits",
+    "image_1.jpg",
+    "image_2.png",
+    "image credits",
+    "image of the month answer",
+    "in case you haven't heard",
+    "in case you haven't heard…",
+    "index",
     "index des auteurs",
+    "index des noms",
     "index des noms de personnes",
-    "index",
+    "indexes",
+    "index locorum",
+    "index of ancient sources",
+    "index of first lines",
+    "index of modern authors",
+    "index of names and places",
+    "index to authors",
+    "index to current literature",
+    "index to subjects",
+    "index to surgical progress",
+    "index—volume 12",
+    "index volume 21 1998",
+    "index, volume 26, 2007",
+    "index – volume 55",
+    "index volume 7, 2004",
+    "india and the colonies",
+    "india: calcutta. cholera and plague",
+    "industrial communication networks. fieldbus specifications",
     "industrial literature",
-    "industry news",
+    "industrial news",
     "industry",
+    "industry & business",
+    "industry/business",
+    "industry news",
+    "industry update",
+    "infectious disease",
+    "infectious diseases",
+    "information exchange",
+    "information for contributors",
+    "in future issues",
     "inhalt",
+    "inhalt / contents",
+    "inhalt · contents",
     "inhalt-impressum",
     "inhalt.impressum",
+    "in kürze",
+    "innovations",
+    "in other journals",
+    "in process",
+    "in process citation",
+    "inra:grapevine:0bdxx30",
+    "inra-onf:populus nigra:6-a07",
+    "inra:quercus robur x quercus petraea:h549",
+    "inra:quercus robur x quercus petraea:h615",
+    "inra:quercus robur x quercus petraea:i021",
+    "inra:quercus robur x quercus petraea:i052a",
+    "inra:quercus robur x quercus petraea:i078a",
+    "inra:quercus robur x quercus petraea:i217",
+    "in response",
+    "in science fields",
+    "inside aaas",
+    "inside front cover (c2), editorial board",
+    "inside front cover - scope & editors",
+    "inside this issue",
+    "instruction to authors",
+    "instrumentation",
+    "instrumentation news",
+    "integration 1",
+    "intelligenzblatt nro. iv",
     "interlude",
+    "interlude 3",
+    "international",
+    "international conference calendar 1995",
+    "international meetings",
+    "international news",
+    "interview",
+    "in the news",
+    "in this issue",
     "introduction",
+    "introduction and background",
+    "introduction générale",
+    "introduction to part i",
+    "introduction to part iii",
+    "introduzione",
+    "introduzione 7",
+    "israel",
+    "issid pages",
+    "issue contents",
     "issue highlights",
     "issue information",
+    "issue information - cover",
+    "issue information - editorial board",
+    "issue information - table of content",
+    "issue information - table of contents",
+    "issues and events",
+    "items",
+    "it says in the jer …",
+    "jahresinhaltsverzeichnis 2008",
+    "jahresregister 2011",
+    "jama 75 years ago",
+    "jas volume 53 issue 2 cover and back matter",
+    "jas volume 59 issue 1 cover and back matter",
+    "jaz volume 20 issue 1 cover and back matter",
+    "jim report 電子カルテ構築記・4-パソコンの診療への応用",
+    "journal cme questions",
+    "journal of the society of motion picture engineers — table of contents",
+    "journals",
+    "journals.",
+    "journals and new books",
     "journal scan",
+    "journals received",
+    "j. t. baker chemical co.",
+    "judicial decisions",
+    "justice",
+    "kapitel 11",
+    "kapitel i. einleitung",
+    "kay figure 24 from: heterick b, castalanelli m, shattuck s (2017) revision of the ant genus melophorus (hymenoptera, formicidae). zookeys 700: 1-420. https://doi.org/10.3897/zookeys.700.11784",
+    "kazakhstan",
+    "ker volume 5 issue 1 cover and back matter",
+    "keywords",
+    "kleine mitteilungen",
+    "knowledge",
+    "kommentar",
+    "kongressankündigungen",
+    "kongresse - symposien - seminare - messen",
     "kongresskalender"
+    "kongresskalender",
+    "kongreßkalender",
+    "kongresskalender 2016",
+    "kurzbesprechungen",
+    "land use : u.e.l.",
+    "laparoscopic cholecystectomy",
+    "leads from the mmwr",
+    "learning",
+    "legacies",
+    "legal issues",
     "les auteurs",
-    "letter to the editor",
+    "letter: n.d.",
+    "letters, notes, and answers",
+    "[letters to editor]",
     "letters to the editor",
+    "letter to the editor",
+    "letter vii.",
+    "letter xxxii",
+    "library notes",
+    "libri novi",
+    "libri nuovi",
+    "libri ricevuti",
+    "liebe leserinnen, liebe leser,",
+    "liebe leserinnen und leser",
+    "liste des tableaux",
+    "listings",
+    "list of authors",
+    "list of contents",
     "list of delegates",
     "list of figures and tables",
+    "list of forthcoming papers",
+    "list of journals scanned",
+    "list of members",
+    "list of members, 1920",
+    "list of plates",
+    "list of referees",
+    "list of symbols",
+    "list of tables and figures",
+    "literary notes",
+    "literature review",
+    "literaturhinweise",
+    "literaturübersicht",
+    "literatur — Übersicht",
+    "literatur und quellen",
+    "litteraturübersicht",
+    "liverpool",
+    "liverpool.",
+    "liverpool medical institution.",
+    "livres reçus / books received",
+    "looking back.",
+    "los autores",
+    "lösungen",
+    "low back pain",
+    "lsy volume 11 issue 2 cover and front matter",
+    "lu pour vous",
+    "luxembourg",
+    "malaysia",
+    "manager's notices.",
+    "manuscripts received",
     "map projections",
+    "marketplace",
+    "massachusetts department of public health",
+    "master audio part 3",
     "masthead",
+    "mathematica",
+    "mauritania",
+    "measurement",
+    "media reviews",
+    "mediation",
+    "medical and surgical appliances",
     "medical annotations",
     "medical annotations.",
-    "medical diary of the week.",
+    "medical diary",
     "medical diary."
     "medical diary.",
+    "medical diary for the ensuing weck.",
+    "medical diary for the ensuing week.",
+    "medical diary of the week.",
+    "medical education",
+    "medical highlights",
+    "medical motion pictures",
+    "medical notes",
+    "medicine 1977.",
+    "medicine and the law",
+    "medicine and the law.",
+    "medicine and the media",
+    "medico-legal and medico-ethical",
+    "medico-meteorological observations",
+    "medico-parliamentary",
+    "meetings and conference",
+    "meetings and conferences",
+    "meet our new contributor",
+    "membership",
+    "membership application",
+    "membership notes",
+    "memoirs",
+    "mental health",
+    "message from general chair",
+    "message from the editor",
+    "message from the president",
+    "meteorological record",
+    "method",
+    "methods of test for petroleum and its products",
     "methotrexate",
     "mexico",
+    "microscopy",
+    "minerva",
+    "minimum wage",
     "miscellany",
+    "mitteilungen des bde",
+    "mitteilungen des bdi",
+    "mixtura mirabilis",
+    "mobius aromaticity and delocalization",
+    "motivation",
+    "moving forward",
     "moyie leader",
+    "ms18-1 多種類抗体対応・高感度マルチアレルゲン蛋白チップ開発(ms18 アレルゲン,ミニシンポジウム,第61回日本アレルギー学会秋季学術大会)",
+    "ms9-7 喘息に伴う慢性副鼻腔炎に対する内視鏡下副鼻腔手術の術後評価(ms9 副鼻腔炎とアスピリン喘息,ミニシンポジウム,第63回日本アレルギー学会秋季学術大会)",
+    "musa aaaa itc1283",
+    "musa aa itc0411",
+    "mutation analysis (mutsig 2cv v3.1)",
+    "mutation analysis (mutsigcv v0.9)",
+    "myasthenia gravis.",
+    "mycophenolate mofetil",
+    "nachtrag",
+    "nachträge",
     "nachwort",
+    "namenregister",
+    "namensregister",
+    "namensverzeichnis",
+    "namen- und sachregister",
+    "national health service",
+    "naval and military medical services",
+    "negotiation",
+    "nelson daily miner.",
+    "nelson tribune",
+    "netlines",
+    "network",
+    "neue ger�te und chemikalien",
+    "neues aus forschung und industrie",
+    "neue werke",
+    "new and nonofficial remedies",
+    "new and recent ieee publications",
+    "new books and publications",
+    "new books, etc",
     "new books, etc.",
+    "new books received",
+    "new editions",
+    "new equipment",
+    "new inventions",
+    "new inventions.",
+    "new literature",
     "new members",
-    "news section",
+    "new miscellaneous inventions",
+    "new product developments",
     "news",
+    "news, comments, and service announcements",
+    "news focus",
+    "news from our chapters",
+    "news from the field",
+    "news letter",
+    "newsletter",
+    "newsletter2001 (4)",
+    "news of science",
+    "news section",
+    "news & update",
+    "news & views",
+    "new york.",
+    "nichtmetallische anorganische werkstoffe",
     "nivolumab",
+    "nomenclature",
     "norway",
     "not available",
+    "note from the editors",
     "note of appreciation / note de reconnaissance",
-    "notes for contributors",
+    "note on transliteration",
     "notes",
+    "notes and abstracts",
+    "notes, comments and abstracts",
+    "notes, comments, and abstracts",
+    "notes, comments, and abstracts.",
+    "notes de lecture",
+    "notes for authors",
+    "notes for contributors",
+    "notes from the field",
+    "notes, short comments & answers to correspondents.",
+    "notes, short comments, & answers to correspondents.",
+    "notes, shortcomments, & answers to correspondents.",
+    "notes to contributors",
+    "notice about photo copying",
+    "notice about photocopying",
+    "notices biographiques",
+    "notices of books.",
+    "notices of meetings",
+    "notices of new books",
+    "notices of recent publications",
+    "notices to correspondence",
+    "notice to authors",
     "notice to contributors",
+    "nouvelles du corps médical",
     "nova et vetera",
+    "nr. 121 (23 mai 1885)",
+    "nr. 12 (dezember)",
+    "nr. 3 (1. maerz 1882)",
+    "nro 4 (1. april 1870)",
+    "nuclear-chicago",
+    "nuclear-chicago corporation",
+    "nuclear magnetic resonance data of c10h14o2s",
+    "nuclear magnetic resonance data of c10h28b10 2−",
+    "nuclear magnetic resonance data of c13h18os",
+    "nuclear magnetic resonance data of c14h12clno",
+    "nuclear magnetic resonance data of c14h38b11o−",
+    "nuclear magnetic resonance data of c16h13cln2",
+    "nuclear magnetic resonance data of c17h20o5",
+    "nuclear magnetic resonance data of c17h24os",
+    "nuclear magnetic resonance data of c18h18o2",
+    "nuclear magnetic resonance data of c22h18cln3",
+    "nuclear magnetic resonance data of c4h19b12o 2 −",
+    "nuclear magnetic resonance data of c5h10o",
+    "nuclear magnetic resonance data of c8h12o",
+    "nuclear magnetic resonance data of c9h18s",
+    "o02-01 局所進行肺癌手術症例の検討 : t3,t4症例を中心に(肺癌2,第25回日本呼吸器外科学会総会)",
+    "obesity",
     "obituary notices",
+    "obstetrical society of philadelphia",
+    "obstetrics.",
     "occurrence download",
+    "october 15, 1870",
+    "oeffentliche gesundheitspflege",
+    "oeffentliches sanitätswesen",
+    "official photograph taken on the british western front",
     "official photograph taken on the british western front in france",
+    "official publications",
+    "oils and fats",
+    "on the cover",
+    "on the cover.",
+    "ontvangen boeken",
+    "open access",
+    "opening address",
+    "ophthalmology",
+    "optimization",
+    "oral presentations",
+    "ordinary meeting",
+    "organization section",
+    "orthopedic surgery",
+    "ortsregister",
+    "ortsregister - 725",
+    "other countries",
+    "other publications",
+    "other publications received",
+    "[others]",
     "oup accepted manuscript",
+    "our book shelf",
+    "our bookshelf",
     "outside front cover",
+    "overzicht van buitenlandse tijdschriften",
+    "p22-4 高度な気管狭窄を認めた成人t細胞白血病リンパ腫の一例(リンパ腫,ポスター22,第34回日本呼吸器内視鏡学会学術集会)",
+    "pÆdiatrics",
+    "pakistan",
+    "panel and contract practice",
+    "panel discussion",
+    "panorama dermatologische praxis",
+    "paraneoplastic syndromes.",
+    "parliament",
     "parliamentary intelligence",
+    "parliamentary intelligence.",
+    "participants",
+    "part ii. reviews and bibliographical notices",
+    "patent claims",
+    "patent ductus arteriosus",
+    "patent list",
     "patent report",
+    "patent reports",
+    "patent review",
+    "patent reviews: 3,947,630; 3,974,383; 3,976,380; 3,976,882; 3,977,773; 3,978,281; 3,978,334; 3,980,403; 3,983,529; 3,983,573; 3,984,171; 3,985,419; 3,989,348; 3,989,355; 3,989,946; 3,990,771; 3,990,773",
+    "patent selections",
+    "patent selections:",
+    "pediatrics",
+    "pembrolizumab",
+    "peninsula times",
     "people and events",
     "people and places",
+    "periscope",
+    "personalien",
+    "personal-nachrichten",
+    "personalnachrichten",
+    "personal notes",
+    "personalnotizen",
+    "personal- und hochschulnachrichten",
+    "personenverzeichnis",
+    "perspective",
+    "perspectives",
     "petitions.xlsx",
+    "pharmanews",
+    "phaseolus vulgaris eca027",
+    "phaseolus vulgaris eca043",
+    "phaseolus vulgaris eca141",
+    "phaseolus vulgaris eca210",
+    "phaseolus vulgaris ece109",
+    "phaseolus vulgaris l. g8199k",
+    "phenomenology",
+    "philippines",
+    "philosophy",
+    "photovoltaic devices",
+    "physiological chemistry",
+    "physiology",
+    "pisum sp., 4301 /49",
+    "poetry",
     "positions available",
+    "positions wanted",
+    "position wanted",
+    "poster abstracts",
+    "poster presentations",
+    "poster session",
+    "poster session 1",
+    "poster session 30",
+    "postskriptum 3",
+    "potpourri",
+    "praefatio",
     "preface",
+    "preface and acknowledgements",
+    "prelim ii: editorial board",
+    "prelim(iii) editorial board",
+    "preliminaries",
     "preliminary material",
+    "preparation of papers",
     "preparations and appliances",
+    "presentation_1.pptx",
     "preservation image",
+    "president's page",
+    "[president's report]",
+    "prince rupert journal",
+    "principles of interior renovation",
+    "problems for solution",
     "proceedings of societies",
+    "proceedings of the society, 1891",
+    "proceedings of the society, 1899–1900",
+    "proceedings of the society, 1925–1926",
+    "proceedings of the society, 1931–1932.",
+    "product finder",
     "production",
+    "product review",
+    "products & materials",
+    "professional appointments",
+    "professional directory",
+    "professional notes",
+    "profile",
+    "progress of medical science",
+    "prÓlogo",
+    "prospector",
+    "proven, practical guidance from the planned giving experts",
+    "provincial medical & surgical journal",
+    "publication anouncement",
+    "publications received / ouvrages reçus / eingegangene schriften",
+    "publisher's announcement",
+    "queensland",
+    "queensland.",
+    "quellenverzeichnis",
+    "questions and comments",
+    "quiz of the month",
+    "quotations",
+    "radio unnameable",
+    "readers' comment",
+    "readers forum",
+    "readers' forum",
+    "recent actions regarding treaties to which the united states is a party",
+    "recent american and foreign patents",
     "recent books",
+    "recent cases",
+    "recently published papers",
+    "recent ornithological publications",
+    "reception",
+    "recordings",
     "recto",
+    "referee awards",
+    "referee comments",
+    "referees 2011",
+    "referees 2013",
     "references",
+    "références bibliographiques 215",
+    "reflections",
     "regulations",
+    "related articles",
+    "related publication, children and their families in the big cities, seminar 641, 1993-1994",
+    "religion",
     "reply",
+    "reply by the authors",
+    "réponses et questions",
+    "reported mortality",
+    "reporting on adverse clinical events",
+    "report of the annual meeting",
+    "reports and analyses and descriptions of new inventions, in medicine, surgery, dietetics, and the allied sciences",
+    "reports and publications",
+    "reports from national quarantine and inspection stations",
+    "reports of medical and surgical practice in the hospitals of great britain",
+    "reports of medical societies",
+    "reports of meetings",
+    "research",
+    "research brief",
+    "research briefs",
+    "research highlights",
+    "research in progress",
     "research items",
+    "research report",
+    "research reports",
+    "research roundup",
+    "resolution 2322 (2016)",
+    "resource center",
+    "resources",
+    "results",
+    "resümee",
+    "resumenes",
+    "retraction",
+    "revelation",
+    "review article",
+    "reviewer acknowledgement",
+    "reviewer acknowledgement 2011",
+    "reviewer acknowledgements",
+    "reviewer acknowledgements 2008",
+    "reviewer acknowledgment",
+    "reviewers list",
+    "review essays",
+    "review of current literature",
+    "review of current literature.",
+    "review of reviews",
+    "reviews",
     "reviews and notices",
+    "reviews in brief",
     "reviews of books",
-    "reviews",
+    "review symposium",
+    "revolution in retailing",
+    "rezensionen / reviews",
+    "rezensionen/reviews",
+    "richard ii",
+    "rio de janeiro",
+    "risk management",
+    "rivaroxaban",
+    "roster page",
+    "royal college of physicians",
+    "royal college of surgeons of england",
+    "royal society",
+    "sammlung göschen / bandnummernfolge",
+    "sarcoidosis",
+    "sardinia_2019",
+    "scanning sports",
+    "scanning the issue",
+    "scanning the issues",
+    "scheduled meetings",
     "schlussbemerkung",
+    "schlussbemerkungen",
+    "schlussfolgerungen",
+    "science",
+    "science and technology",
+    "science news",
+    "science news: 44",
+    "science notes",
+    "science/technology concentrate",
+    "science & technology concentrates",
+    "science/technology concentrates",
+    "scientific serials",
+    "scientific surgery",
+    "scurvy",
+    "secretary's report",
+    "section news",
+    "section news / nouvelles des sections",
+    "section news/nouvelles des sections",
+    "sections 1–82",
+    "selected titles",
+    "self-assessment questions",
+    "sem título",
+    "september 1847",
+    "september 1914",
+    "september 1933",
+    "series foreword",
+    "setting the scene",
+    "setting the stage",
+    "sheet 1 of 2",
+    "sheet 2 of 4",
+    "short notes",
     "short notices",
+    "short reviews",
+    "short term courses for graduate physical therapists",
+    "short-term courses for graduate physical therapists",
+    "similkameen star",
+    "sin título",
+    "sirolimus",
+    "[s.n.]",
     "society news",
+    "society news.",
+    "society related material",
+    "software survey section",
+    "soil action",
+    "solothurn",
+    "solutions",
+    "solutions to ✰-exercises",
+    "some applications",
+    "some papers to be published in future issues",
+    "some recent books",
+    "sources",
+    "spain.",
     "special announcement",
+    "special announcements",
+    "special notice",
+    "special report",
+    "special reports",
+    "specifications for essential oils",
+    "spectrum",
+    "spotlight",
+    "spotlights on recent jacs publications",
+    "spring 1940",
+    "stability",
+    "[staff list]",
+    "staff list",
+    "[staff listing]",
+    "stained glass orders 1907 ‐ 1926: page 119",
+    "stained glass orders 1907 ‐ 1926: page 128",
+    "stained glass orders 1907 ‐ 1926: page 174",
+    "stained glass orders 1907 ‐ 1926: page 183",
+    "standards and recommended practices",
+    "state board examinations—1961",
+    "state member board briefs",
     "st. bartholomew's hospital",
+    "st. bartholomew's hospital.",
+    "st. mary's hospital",
+    "st. mary's hospital.",
+    "stock watch",
+    "strafrecht und verfahren",
     "streptomyces sp.",
+    "stroke: highlights of selected articles",
+    "style",
     "subject index",
+    "subscribers page",
+    "subscription information",
     "subscription page",
+    "subscriptions page",
+    "summaries of articles",
+    "supplemental images",
+    "supplemental information 1: raw data",
+    "supplemental information 1: raw data.",
+    "supplementary file",
+    "supplementary file 1.",
+    "supplementary material",
+    "survey of india topo sheet 46c13 1951 1st edition",
+    "survey of india topo sheet 48m10 1977 1st edition",
+    "survey of india topo sheet 48m9 1975 1st edition",
+    "survey of india topo sheet 54m1 1976 1st edition",
+    "survey of india topo sheet 55o4 1977 1st edition",
+    "survey of india topo sheet 63a2 1977 1st edition",
+    "survey of india topo sheet 73a9 1983 1st edition",
+    "symposium24-1",
+    "synformissue 2012/02",
+    "tabellen",
+    "tabellenverzeichnis",
+    "table_1.doc",
+    "table_1.xls",
+    "table_6.xls",
+    "table of cases",
     "table of contents",
+    "table of contents, barcode",
+    "table of contents volume - 3",
+    "tacrolimus",
+    "tafeln",
+    "talking points from books",
     "taxonomic abstract for the species.",
+    "td1-p01379-p01379a.mp3",
+    "technical program",
+    "technical program committee",
+    "temperature of water",
+    "thailand",
+    "thanks to 2012 reviewers",
+    "thanks to our reviewers",
+    "thanks to reviewers",
+    "thanks to reviewers 2008",
     "thank you",
+    "thank yous",
+    "thank you to our reviewers",
+    "thank you to our reviewers 2016",
+    "thank you to reviewers, 2019",
+    "the american association for thoracic surgery",
     "the applause data release 2",
+    "théâtre",
+    "the british medical journal",
+    "the clinical chemist",
+    "the continental news",
+    "the end of indexes",
+    "the essenes",
+    "the evening sun",
+    "the express",
+    "the future",
+    "the general medical council",
+    "the grand forks sun and kettle valley orchardist",
+    "the heat equation",
+    "the last word",
+    "the ledge",
+    "the legacy and appearance of hospital buildings",
+    "the mail herald",
+    "the nelson tribune",
     "the new westminster news",
+    "the paystreak",
+    "the post‐graduate committee in medicine in the university of sydney",
+    "the postgraduate committee in medicine in the university of sydney",
+    "the president 1978-1979",
+    "the propaganda for reform",
+    "the prospector",
+    "the public service",
+    "the public service.",
+    "therapeutic index to advertisers",
+    "therapeutics",
+    "therapeutics.",
+    "the silvertonian",
+    "the state, seminar 401, 1952-1953",
+    "the twentieth century",
+    "the war",
+    "the war.",
+    "the week",
+    "the weekly news",
+    "this month in the journal",
+    "this week in business",
+    "this week in science",
+    "this week's issue",
     "titelseiten",
+    "title page / contents / foreword",
+    "title page / contents / preface",
+    "title page & editorial board",
+    "title page / editorial board",
     "title page/editorial board",
+    "title page i - volume 3",
+    "to-day's drugs",
+    "todes-anzeige",
+    "to john keble",
+    "to john keble (ii)",
+    "to new subscribers",
+    "to our readers",
+    "topics of the information community",
     "transactions",
+    "transactions and communications",
+    "transactions of branches",
     "transcript",
+    "transcriptions",
+    "transitions",
+    "translation",
+    "translators' preface",
+    "transport",
+    "trauma",
+    "trend of the times",
+    "trends and tangents",
+    "tweets of the week",
+    "Übersicht",
+    "ulcerative colitis",
+    ":{unav)",
+    "uncertain (bowl)",
     "unidentified",
     "united kingdom",
+    "units",
+    "universal decimal classification. english full edition",
+    "university and educational intelligence",
+    "university of london : appointments",
+    "university of london: appointments",
+    "untersuchungsmethoden",
+    "upcoming events",
+    "upcoming events 36.2",
+    "upcoming meetings related to alzheimer's disease",
+    "u.s.i. chemical news",
+    "vapor-liquid equilibrium of the mixture c3h6o3 + c3h8o2 (lb4812, evlm 1231)",
+    "vapor-liquid equilibrium of the mixture ch4o + c6h14o (lb4908, evlm 1231)",
+    "varia",
+    "venezuela",
     "veranstaltungen",
     "veranstaltungskalender",
     "verein deutscher chemiker",
+    "vereinsangelegenheiten",
+    "verwaltungsentscheidungen",
+    "verzeichnis der abbildungen",
+    "verzeichnis der abkürzungen",
+    "video_1.mp4",
+    "video_3.mp4",
+    "video views",
+    "vient de paraître",
+    "volkshochschule arnsberg: frühjahrsprogramm 2010",
+    "volkshochschule der stadt homburg-saar: jahresprogramm 2012/13",
+    "volkshochschule der stadt schweinfurt: herbstprogramm 2007",
+    "volkshochschule der stadt trier: programm 3. trimester 1949",
+    "volkshochschule kreis und stadt hersfeld: programm 2. semester 1963/1964",
+    "volkshochschule schongau: herbstprogramm 2008",
+    "volkshochschule schwelm: programm 1. semester 1971",
+    "volume 10 1986–1987 index",
+    "volume 13 index",
+    "volume 3 1978 index",
+    "volume author index",
+    "volume index",
+    "vorbemerkungen",
     "vorrede",
+    "vorwort der herausgeber",
+    "vorwort zur ersten auflage",
+    "vorwort zur zweiten auflage",
+    "wanted",
+    "warfarin",
+    "washington",
+    "washington news",
+    "web alert",
+    "weekly mortality table, cities of the united states",
+    "weekly mortality table, foreign and insular cities",
+    "welcome message",
+    "westminster hospital",
+    "westminster hospital,",
+    "what's on the web",
+    "what's your diagnosis?",
+    "what they say",
+    "where are we going?",
+    "winterthur, slm 2",
+    "wirtschaftlicher teil u. vereinsnachrichten",
+    "wissenschaftliche rundschau",
+    "with the technicians",
+    "woman's auxiliary",
+    "works cited",
+    "world in brief",
+    "world news",
+    "world wide chemistry",
+    "xxv. auszüge",
+    "xxvi. auszüge",
+    "zeitschriftenschau",
+    "zeittafel",
+    "zur besprechung eingelaufen.",
+    "Унежева З.С., Султанова А.М. Женский национальный пояс конца xviii- первой половине xix в.в.",
+    "آينه افغان ايد : نشريه داخلي سه ماهه مؤسسه افغان ايد = afghanaid mirror",
+    "ワークショップ(1〜7) 7 月 2 日・3 日 a・b・c 会場",
+    "印刷雑誌 = japan printer (総目次 36(1)-36(12))",
+    "基于系统发育分析的dna条形码技术在澄清芍药属牡丹组物种问题中的应用",
+    "大鼠骨骼肌肌质网非序列依赖性dna结合蛋白及其功能的初步研究*",
     "奥付",
+    "工業化と労働 : 1966年ilo第50回総会事務局長報告",
     "投稿規定",
+    "特集 common disease インストラクションマニュアル-患者に何をどう説明するか 呼吸器疾患 アスベスト関連疾患",
+    "特集 common disease インストラクションマニュアル-患者に何をどう説明するか 物理・化学的因子による疾患 虫刺症",
+    "特集 帰してはいけない「こども」を見逃さないために  今月のquestion & keyword index",
+    "特集 最近のトピックス2007 clinical dermatology 2007 5. 皮膚科医のための臨床トピックス 学校保健における皮膚科医の活動",
+    "特集 第41回日本臨床眼科学会講演集 (6) 学術展示 vdt作業に伴う涙液量と瞬目数の経時的変化について",
+    "特集 脳のシステム障害と理学療法  eoi(essences of the issue)",
+    "特集 退院支援-理学療法士はその先が見えているか  eoi(essences of the issue)",
+    "特集 顔の総合診療 顔をみればわかること  今月のquestion & keyword index",
+    "猪瀬優理著, 『信仰はどのように継承されるか-創価学会にみる次世代育成-』, 北海道大学出版会, 2011年10月刊, a5判, v+296頁, 3,990円(書評とリプライ)",
     "目次",
+    "第22回日本小児外科学会秋季シンポジウム : 膵・胆管合流異常-小児例でのconsensusを目指して-(プログラム)",
+    "経セミ : 経済セミナー : the keizai seminar (429)",
+    "英文誌journal of nutritional science and vitaminology vol.46, no.1掲載論文要旨",
     "表紙",
     "裏表紙",
+    "診断と治療 = diagnosis and treatment 臨時增刋 第四編",
+    "週刊ダイヤモンド = diamond weekly 別冊",
 ])
 
 CONTAINER_NAME_BLACKLIST = set([
@@ -326,6 +1575,7 @@ class Miss(str, Enum):
     CHEM_FORMULA = 'miss.chem_formula'
     SUBTITLE = 'miss.subtitle'
 
+
 class GroupVerifier:
     """
     Verifier.
@@ -359,7 +1609,8 @@ class GroupVerifier:
                 continue
             for a, b in itertools.combinations(vs, r=2):
                 for re in (a, b):
-                    if re.get("extra", {}).get("container_name", "").lower().strip() in CONTAINER_NAME_BLACKLIST:
+                    if re.get("extra", {}).get("container_name",
+                                               "").lower().strip() in CONTAINER_NAME_BLACKLIST:
                         self.counter["skip.container_name_blacklist"] += 1
                         continue
                     if re.get("publisher", "").lower().strip() in PUBLISHER_BLACKLIST:
@@ -372,6 +1623,12 @@ class GroupVerifier:
 
         self.counter["total"] = sum(v for _, v in self.counter.items())
         print(json.dumps(dict(self.counter)), file=sys.stderr)
+        with open("xxxx-todo", "w") as f:
+            print(json.dumps(todo.most_common()), file=f)
+
+
+todo = collections.Counter()
+
 
 def compare(a, b):
     """
@@ -385,13 +1642,13 @@ def compare(a, b):
     if "Zweckverband Volkshochschule " in a.get("title") and a.get("title") != b.get("title"):
         return (Status.DIFFERENT, Miss.CUSTOM_VHS)
 
-    if a.get("release_type") and b.get("release_type") and a.get("release_type") != b.get("release_type"):
+    if a.get("release_type") and b.get(
+            "release_type") and a.get("release_type") != b.get("release_type"):
         return (Status.DIFFERENT, Miss.RELEASE_TYPE)
 
-    if (a.get("release_type") == "dataset" and
-        b.get("release_type") == "dataset"):
-        if (a.get("ext_ids", {}).get("doi") and b.get("ext_ids", {}).get("doi") and
-            a.get("ext_ids", {}).get("doi") != b.get("ext_ids", {}).get("doi")):
+    if (a.get("release_type") == "dataset" and b.get("release_type") == "dataset"):
+        if (a.get("ext_ids", {}).get("doi") and b.get("ext_ids", {}).get("doi")
+                and a.get("ext_ids", {}).get("doi") != b.get("ext_ids", {}).get("doi")):
             return (Status.DIFFERENT, Miss.DATASET_DOI)
 
     arxiv_id_a = a.get("ext_ids", {}).get("arxiv")
@@ -425,7 +1682,8 @@ def compare(a, b):
                 if slugify_string(a_sub) != slugify_string(b_sub):
                     return (Status.DIFFERENT, Miss.SUBTITLE)
 
-    if contains_chemical_formula(a_slug_title) or contains_chemical_formula(b_slug_title) and (a_slug_title != b_slug_title):
+    if contains_chemical_formula(a_slug_title) or contains_chemical_formula(b_slug_title) and (
+            a_slug_title != b_slug_title):
         return (Status.DIFFERENT, Miss.CHEM_FORMULA)
 
     if len(a_slug_title) < 10 and a_slug_title != b_slug_title:
@@ -440,7 +1698,8 @@ def compare(a, b):
             if arxiv_id_a is not None and arxiv_id_b is None or arxiv_id_a is None and arxiv_id_b is not None:
                 return (Status.STRONG, OK.PREPRINT_PUBLISHED)
 
-    if a_slug_title and b_slug_title and a_slug_title.strip().replace(" ", "") == b_slug_title.strip().replace(" ", ""):
+    if a_slug_title and b_slug_title and a_slug_title.strip().replace(
+            " ", "") == b_slug_title.strip().replace(" ", ""):
         if len(a_slug_authors & b_slug_authors) > 0:
             return (Status.STRONG, OK.SLUG_TITLE_AUTHOR_MATCH)
 
@@ -457,6 +1716,7 @@ def compare(a, b):
     if a_authors and len(a_slug_authors & b_slug_authors) == 0:
         return (Status.DIFFERENT, Miss.CONTRIB_INTERSECTION_EMPTY)
 
+    todo[a.get("title")] += 1
     return (Status.AMBIGUOUS, OK.DUMMY)
 
 
@@ -469,6 +1729,7 @@ def num_project(s):
     """
     return re.sub('\d+', '<NUM>', s)
 
+
 def contains_chemical_formula(s):
     """
     Returns true, if we find C3H8O or the like in title.
@@ -476,5 +1737,3 @@ def contains_chemical_formula(s):
     for token in s.split():
         if CHEM_FORMULA.search(token):
             return True
-    return False
-