Updated Bookalator slides, 2009-04-06
- 1. “Average number of words in the written vocabulary of a 6- to 14-year-old American child in 1945: 25,000”
- 2. “Average number of words in the written vocabulary of a 6- to 14-year-old American child in 1945: 25,000 “Average number today: 10,000”
- 3. “Average number of words in the written vocabulary of a 6- to 14-year-old American child in 1945: 25,000 “Average number today: 10,000” So reported Harper’s in August 1990.1 The validity of this comparison has been called into question as being one of not apples to apples, but rutabegas to rutabegas,2 yet our curiosity about the matter remains: How has our vocabulary changed over time? 1 Index, Harper’s, August 1990, http://is.gd/iWaF 2 “Does the average American student have less vocabulary today than in days gone by?” Cecil Adams, The Straight Dope, September 7, 2007, http://is.gd/iWbZ
- 4. http://labs.timesonline.co.uk/bookscraper/ My project is to compare the vocabularies of a collection of English-language novels published between the late ninteenth century and the present day, in order to measure the overlap between the those vocabularies, as well as to identify specific words that are exclusive to one group or another. Sample visualization from Book Scraper Sample visualization from Wordnik of the word “vanity” http://www.wordnik.com/
- 5. Sort by author | title | year • Advanced comparison Doctorow, Cory Someone Comes to Town Some- one Leaves Town Doctorow, Cory Eastern Stan- dardTribe Doctorow, Cory Down and Out in the Magic Kingdom de Lint, Charles Spiritwalk Churchill, Winston Richard Carvel Chestnutt, Charles W The House Behind the Cedars Bryan, Kathleen The Serpent and the Rose Brust, Steven My Own Kind of Freedom Bova, Ben The Sam Gunn Omnibus Bacheller, Irving Eben Holden Bacheller, Irving D’Ri and I Allen, James Lane The Reign of Law Drag books here to compare them Drag books here to compare them
- 6. Sort by author | title | year • Advanced comparison Total words: 885,656 • Unique: 37,542 • Only in this group: 16,719Total words: 885,656 • Unique: 37,542 • Only in this group: 13,780 Stross, Charles Accelerando Horne, Marc Tokyo Zero Guon, Ellen Bedlam Boyz Gifford, Barry Wyoming Flint, Eric 1812:The Rivers of War Flint, Eric 1633 Flint, Eric 1632 Dorfman, Ariel Mascara de Lint, Charles Spiritwalk Bryan, Kathleen The Serpent and the Rose Brust, Steven My Own Kind of Freedom Bova, Ben Sam Gunn Omnibus,The Doctorow, Cory Eastern Stan- dardTribe Doctorow, Cory Down and Out in the Magic Kingdom Doctorow, Cory Someone Comes to Town Someone LeavesTown Duberman, Martin Haymarket Lackey, Mercedes Beyond World’s End Franco, Jorge RosarioTijeras Link, Kelly StrangerThings Happen Mamatas, Nick Move Under Ground John Ringo A Hymn Before Battle Watts, Peter Behemoth Major, Charles When Knight- Norris, Frank The Octopus Tarkington, Booth TheTwo Van- Thompson, Maurice Bacheller, Irving D’Ri and I Allen, James Lane The Reign of Law Bacheller, Irving Eben Holden Churchill, Winston Richard Carvel Chestnutt, Charles W The House Behind the Cedars Dreiser,Theodore Sister Carrie Ford, Paul Leicester Janice Meredith Goss, Charles Frederic The Redemp- tion of David Corson Grant, Robert Unleavened Bread Johnston, Mary Audrey Johnston, Mary To Have and to Hold Major, Charles Dorothy Vernon of Haddon Hall
- 7. Sort by author | title | year • Advanced comparison Total words: 885,656 • Unique: 37,542 • Only in this group: 30,749Total words: 47,344 • Unique: 6,915 • Only in this book: 1,350 Gifford, Barry Wyoming Franco, Jorge RosarioTijeras Flint, Eric 1812:The Rivers of War Flint, Eric 1633 Flint, Eric 1632 Duberman, Martin Haymarket Dorfman, Ariel Mascara Doctorow, Cory Eastern Stan- dardTribe de Lint, Charles Spiritwalk Bryan, Kathleen The Serpent and the Rose Brust, Steven My Own Kind of Freedom Bova, Ben Sam Gunn Omnibus,The absentmindedly ac accreting accrued achingly acquisitive addled adrenaline adult adulthood adults adventureland afro agenda ahold airhead airline airlock airtyped aka alibi alibis allocate aluminum ambient ambivalent ambling animatronic animatronics annotations anonymity anthro anymore anytime app apparati arcane archived arguably armchairs armored asap assed assessed asshole asteroid atcha audio audiotrack authorization autohypnotic autopilot autosolder avatars awards backdrop backside backstage backtraced backup backups badmouthing balancer barrelhouse basically basketball bathtub bazaar beater beatles beeline beers behaviors beijing belched bellycrawl bemused beneficently beta betcha bicep biceps bifocals bile billions biometrically bioscience bitching bitchun bitchunry blackjack blaster bleary blindspot bloodstream boggled bolstering boo booga bopped bossing bot bothering bottleneck bounced bowsprits boxers brainwashing brandished breakdown breathtaking breezeway briefed broadband brrrr btw bubbly buddies buddy bugged bulges bullshit bumbled bummed bun bungalow bunking bunnies burgeoning bursitis busses buttocks bzzz cadge cadre cagey callused calluses camaraderie cameras campground campsite canaveral canopic captions carribean castmember castmembers castmemberspeak castmembery catchy catheterized cavemen ceded cheekbones cheeriest chem chemistry chend cheyenne chills chirpy chitchat chortled chrissakes chub chum chutzpah cicadas cig civvies clarity claustrophobic cleavage clipboard cliques clone clones closures clunk coaster cobbled cochlea cocking cocktail codes coding coed cogitated coitus collaborating collaborative collarbones collectible collective commitment commitments commune compulsive compulsively computer computers conceptual concordia concurred conditioning condo cons consciousnesses consensus conservatives contacted contacts contrariwise conundra convocation Doctorow, Cory Down and Out in the Magic Kingdom Bacheller, Irving D’Ri and I Allen, James Lane The Reign of Law Bacheller, Irving Eben Holden Churchill, Winston Richard Carvel Chestnutt, Charles W The House Behind the Cedars Dreiser,Theodore Sister Carrie Ford, Paul Leicester Janice Meredith Goss, Charles Frederic The Redemp- tion of David Corson Grant, Robert Unleavened Bread Johnston, Mary Audrey Johnston, Mary To Have and to Hold Major, Charles Dorothy Vernon of Haddon Hall Major, Charles When Knight- Norris, Frank The Octopus Tarkington, Booth TheTwo Van- Thompson, Maurice
- 8. Sort by author | title | year • Advanced comparison Total words: 47,344 • Unique: 6,915 • Only in this book: 3,196 Total words: 155,963 • Unique: 10,484 • Only in this book: 6,294 Dorfman, Ariel Mascara Doctorow, Cory Eastern Stan- dardTribe de Lint, Charles Spiritwalk Churchill, Winston Richard Carvel Chestnutt, Charles W The House Behind the Cedars Bryan, Kathleen The Serpent and the Rose Brust, Steven My Own Kind of Freedom Bova, Ben Sam Gunn Omnibus,The Bacheller, Irving Eben Holden Bacheller, Irving D’Ri and I Allen, James Lane The Reign of Law aback abandonment abandons abash abashed abashing abated abdul abide abilities ablaze ably aboard abode abodes abolished abroad absence absent absorbed absorbing absorbs absorption abstractedly abundance abuse abused accept acceptably accepted accepting accessories accident accidentally acclimatization accommodations accomplishments accordingly accosted account accoutrements accretion accusation accusing achieved achievement aching acknowledgment acquaintance acquaintances acquaintanceship acquainted acquiesce acquiesced acquiescence acquitted actively actor actors actress actresses actual actualities actuated actuating acuteness adam adams adapted addition addressed addresses addressing adjective adjoining adjuncts adjust adjustable adjustment administer admirable admirably admiration admire admirers admiringly admissible admitting ado adopt adopts adored adorer adornment adroitness ads adulation advance advancement advances advantage advantageous advantages adventures adventuresome advertise advertised advertisement advertisements advisability advise advised advising advocated afar affability affable affably affair affairs affect affectation affectations affected affecting affection affectional affirmation affixed afflatus afflicted affluence affluent affray afternoons afterthought afterward agates aged agencies agent aggravated aggravation aggrieved agility agitated agitation aglow agonising agony agreeable agreeably agreement aid aided aiding ailed ailment aim aiming aimless aims airily airiness airing airs airy aisle akimbo alacrity aladdin alarming alas albert alchemy alcove alderman aldermanic ale alight alighted align aligned alimony alive alleged allied alligator allotted allowances allows allure allured allurements allures alluring alms aloof alsbery alter alterations altercation although altitude altman amass amateur amazement ambassador ambassadors ambition Dreiser,Theodore Sister Carrie Duberman, Martin Haymarket abandoning abbreviated abdicate abe absentmindedly ac accelerated accents access accomplice accounting accreting accrue accrued accumulate accumulating accurately accusations achingly acquisitive additional addled admixture adolescence adrenaline adrift adult adulthood adults advanced adventureland adventurer adventurers adversity advocating affirmations affording afoot afresh africa afro agenda ages aggregate ahold ai ailing airhead airline airlock airtyped aka alarmed albeit alibi alibis alienating allies allocate ally almighty alongside aloud alternate alternated alternately aluminum amazed amazing ambient ambivalent ambling anatomy angled animatronic animatronics ankles annotations anonymity answers anthro anymore anyone anytime apartment aping aplenty apologized app apparati apparatus appearances apple appreciatively apprehensively aquatic arcade arcane archived areas arguably argumentative arisen arithmetic armchairs armies armor armored armpit articulated asap ascent asia aspects aspiring assassin assassination assassinations assed asses assessed asshole assistance assorted asteroid atcha atom attempts attire attributed au audacious audio audiotrack auditorium authorization autohypnotic automatic automatically autopilot autosolder availability avatars averted averting awards axes backdrop backside backstage backtraced backup backups backwards badmouthing bag bait baited bake baked baking balancer balled balm banana banging banished banked barbecue bargain barge barges baring bark barked barrel barrelhouse barrels basic basically basketball bastard bastards batch bathtub battering bazaar beach beaded beam beamed bears beastly beater beatles beeline beer beers behavior behaviors beijing belched beliefs belligerent belly bellycrawl beloved bemused ben bend beneficently benighted beta betcha betray betrayed betsy bewildering bicep biceps bicycles bifocals bikes bile billions Doctorow, Cory Down and Out in the Magic Kingdom
- 9. Sort by author | title | year • Advanced comparison Allen, James Lane The Reign of Law Bacheller, Irving Eben Holden Bacheller, Irving D’Ri and I Bova, Ben The Sam Gunn Omnibus Doctorow, Cory Down and Out in the Magic Kingdom Bryan, Kathleen The Serpent and the Rose Brust, Steven My Own Kind of Freedom Chestnutt, Charles W The House Behind the Cedars Churchill, Winston Richard Carvel de Lint, Charles Spiritwalk Doctorow, Cory Eastern Stan- dardTribe Moonstone. His offices were in the Duke Block, over the drug store. Larry, the Dr. Howard Archie had just come up from a game of pool with the Jewish clothier and two traveling men who happened to be staying overnight in As the doctor in New England villages is proverbially old, so the doctor in small Colorado towns twenty-five years ago was generally young. Dr. Archie was barely thirty. He was tall, with massive shoulders which he held stiffly, and a Denver tailor. The doctor was always well dressed. Dr. Archie turned up the student’s lamp and sat down in the swivel chair before his desk. He sat uneasily, beating a tattoo on his knees with his fingers, and smelling of warming flannels. At three o’clock in the morning Dr. Archie was in the parlor putting on his cuffs and coat--there was no spare bedroom in that house. Peter Kronborg’s tongue. “Now, be still, I want to count.” Dr. Archie reached for her hand and took out his watch. When he put her hand back under the quilt he went over to one of the When she heard the front door open, it occurred to her that the pleasant thing which was going to happen was Dr. Archie himself. He came in and warmed his hands at the stove. As he turned to her, she threw herself wearily toward him, and so milky white. Thea must have got her hair and her silky skin from her mother. She was a little Swede, through and through. Dr. Archie could not help thinking how he would cherish a little creature like this if she were his. Her Collins, Wilkie The Moonstone Doctorow, Cory Someone Comes to Town Some- one Leaves Town
- 10. COMPARE GROUPS Compare this group . . . to . . . this group CREATE A GROUP Any gender Any genre Authors Books Any birthplace Year of birth any anytoFrom Year of death Any name Any publisher Group name COMPARE CREATE GROUP Publication year any anytoFrom any anytoFrom Return to drag-and-drop comparison e.g., ”Floridian SciFi”
- 11. Sample Data Author Title Publication year Unique words Words not found in Cory Doctorow’s Down and Out... % of words not shared Allen, James Lane The Reign of Law 1900 7,286 4,553 62 Bacheller, Irving D’Ri and I 1901 6,159 3,630 59 Bacheller, Irving Eben Holden 1900 7,585 4,768 63 Chestnutt, Charles W. The House Behind the Cedars 1900 7,415 4,625 62 Churchill, Winston Richard Carvel 1899 12,251 8,715 71 Dreiser, Theodore Sister Carrie 1900 10,484 6,294 60 Ford, Paul Leicester Janice Meredith 1901 11,907 8,491 71 Goss, Charles Frederic The Redemption of David Corson 1900 9,099 5,989 66 Grant, Robert Unleavened Bread 1900 9,418 6,346 67 Johnston, Mary Audrey 1902 8,910 6,004 67 Johnston, Mary To Have and to Hold 1900 8,130 5,346 66 Major, Charles Dorothy Vernon of Haddon Hall 1902 7,294 4,562 63 Major, Charles When Knighthood Was in Flower 1898 7,414 4,685 63 Norris, Frank The Octopus 1901 12,790 9,014 70 Tarkington, Booth The Two Vanrevels 1902 7,181 4,426 62 Thompson, Maurice Alice of Old Vincennes 1900 9,664 6,393 66 end
- 12. Sample Data Author Title Pub. year Total word count Unique words % words unique Words not in opposite set Ringo, John A Hymn Before Battle 2000 125,177 11,024 8.81 2,815 Lackey, Mercedes Beyond World’s End 2001 105,299 9,322 8.85 1,821 Link, Kelly Stranger Things Happen 2001 81,494 6,837 8.39 1,220 Duberman, Martin Haymarket 2003 112,885 11,480 10.17 1,949 Doctorow, Cory Down and Out in the Magic Kingdom 2003 47,344 6,915 14.61 1,349 Doctorow, Cory Eastern Standard Tribe 2004 50,133 7,284 14.53 1,732 Franco, Jorge Rosario Tijeras 2004 44,700 3,932 8.80 403 Mamatas, Nick Move Under Ground 2004 58,121 7,321 12.60 1,469 Watts, Peter Behemoth 2004 152,976 13,392 8.75 4,149 Doctorow, Cory Someone Comes to Town, Someone Leaves Town 2005 106,791 9,782 9.16 2,392 Allen, James Lane The Reign of Law 1900 64,357 7,286 11.32 1,184 Bacheller, Irving D’Ri and I 1901 65,047 6,159 9.47 1,067 Bacheller, Irving Eben Holden 1900 88,115 7,585 8.61 1,419 Chestnutt, Charles W. The House Behind the Cedars 1900 69,045 7,415 10.74 1,252 Churchill, Winston Richard Carvel 1899 190,787 12,251 6.42 3,246 Ford, Paul Leicester Janice Meredith 1901 182,739 11,907 6.52 3,219 Goss, Charles Frederic The Redemption of David Corson 1900 100,234 9,099 9.08 1,681 Grant, Robert Unleavened Bread 1900 122,573 9,418 7.68 1,918 Johnston, Mary Audrey 1902 120,482 8,910 7.40 2,012 Johnston, Mary To Have and to Hold 1900 115,406 8,130 7.04 1,752 Dreiser, Theodore Sister Carrie 1900 155,963 10,484 6.72 1,771 Major, Charles Dorothy Vernon of Haddon Hall 1902 116,277 7,294 6.27 1,214 Major, Charles When Knighthood Was in Flower 1898 184,592 7,414 4.02 1,468 Norris, Frank The Octopus 1902 195,700 12,790 6.54 2,937 Tarkington, Booth The Two Vanrevels 1902 62,373 7,181 11.51 1,333 Thompson, Maurice Alice of Old Vincennes 1900 105,442 9,664 9.17 1,940 end