Rare Book Monthly

Articles - January - 2011 Issue

Google Ngrams:  What Words are Most Often Found in Books?

Ngram

Ngrams graph popularity of terms "flapper" and "hippie."

Leave it to the folks at Google to come up with another amazing new tool for us to use. I'm not yet sure of the practical uses for it, but it is something that will fascinate lovers of books and history for hours. It's called "Ngrams," and its existence relies upon the massive book-scanning project on which Google embarked in 2004.

 

At this point, Google Books' database contains scanned copies of some 15 million books. From this, Google has selected 5.2 million books, containing 500 billion words, for its Ngram word search. However, Ngrams does not simply match words. What it does is to determine how many books employ those words. They do not just provide a total, but place the matches on a chronological map. That way you can see how frequently a word has been used at various times. You can track the development, or antiquating of words or phrases by seeing how frequently they appear in books.

 

You can plot these graphs for single words or up to five words in combination. You can plot just one word or phrase, or several of them on the same graph to show a comparison. For example, the graph on this page is a comparison of the popularity of the words "flapper" and "hippie." "Flapper" reaches its peak in popularity in the 1920s, then tumbles, along with everything else, in the years of the Great Depression. Its use is then fairly constant over the past 70 years.

 

"Hippie," on the other hand, is a nonexistent word until the early 1960s. By the middle of that decade, it becomes more common in books than "flapper," a position it never relinquishes. It peaks in use around 1970, before settling down to regular, but less frequent usage.

 

Then there are the name changes. Compare "Hawaii" with the "Sandwich Islands." In the early days, the British gave the island chain the name "Sandwich Islands" in honor of the Earl of Peanut Butter and Jelly. That name starts showing up in the late 18th century, but "Hawaii" does not appear in the graph until the 1820s. It then slowly closes the gap, finally surpassing "Sandwich Islands" around 1890. Since then, the Sandwiches have slowly disappeared, while "Hawaii" became overwhelmingly more common.

 

This only applies to books in English, perhaps unsurprising because others may not have recognized the claims of the Earl's homeland. Books in French and German (you can sort these and several other languages separately) never showed much popularity for the "Sandwich" name, Hawaii becoming more common as early as the 1820s.

 

Another such example can be seen in the Turkish capital. For centuries it was known as "Constantinople." In 1930, the Turks changed its name to "Istanbul." There is no "Istanbul" in the books prior to this date, but within a couple of years, it quickly surpasses centuries-old "Constantinople."

 

Some times names get reused. "Engelbert Humperdinck" first appears near the turn of the 20th century as the music of the German composer gained popularity. His name peaked in the 1920s and then began to decline. However, in the 1960s, the name starts bouncing back up after the English crooner adopted the old composer's funny-sounding name as his own.

 

A similar pattern can be found for "Benjamin Harrison." Harrison was the name of a signer of the Declaration of Independence, while his grandson of the same name became President in 1884. Harrison has two peaks on the graph, a century apart.

Rare Book Monthly

  • <b>Bonhams, Jun 13 results:</b> Darwin, Charles. <i>On the Origin of Species.</i> Presentation Copy. Sold for $500,075.
    <b>Bonhams, Jun 13 results:</b> Darwin, Charles. Autograph Letter Signed, 3 pp, negotiating the 2nd American edition with Appleton. Sold for $21,325.
    <b>Bonhams, Jun 13 results:</b> Hemingway, Ernest. Autograph Letter Signed, 8 pp, Paris, 1924, to his father discussing Bullfighting, Stories, and his new baby. Sold for $25,075.
    <b>Bonhams, Jun 13 results:</b> Shakespeare, William. <i>Corialanus.</i> London, 1623. 1st printing [Extracted from the First Folio]. Sold for $50,075.
    <b>Bonhams, Jun 13 results:</b> Swift, Jonathan. <i>Gulliver's Travels.</i> London, 1726. 1st edition, Teerink's A edition, fine, large copy. Sold for $21,325.
    <b>Bonhams, Jun 13 results:</b> Fitzroy, Robert. Autograph Letter Signed to agent Thomas Stilwell, informing him of the progress of H.M.S. Beagle. Sold for $17,575.
    <center><b>Bonhams<br> Property from the Collection of Nicole and William R. Keck II</b>
    <b>Bonhams, Jun 13 results:</b> Shakespeare, William. <i>Sonnets.</i> 1901. 2 volumes. Printed on vellum and illuminated by Ross Turner, bound by Trautz-Bauzonnet. Sold for $13,825.
    <b>Bonhams, Jun 13 results:</b> Beardsley, Aubrey. <i>The Birth, Life, and Acts of King Arthur.</i> 1893-94. 2 volumes. Contemporary painted vellum gilt by Chivers. Sold for $5,325.
    <b>Bonhams, Jun 13 results:</b> Assisi, St. Francis. <i>The Canticle of Brother Sun.</i> Illuminated on vellum, for the Grolier Society. Sold for $7,575.
    <b>Bonhams, Jun 13 results:</b> Rackham, Arthur. <i>Peter Pan in Kensington Gardens.</i> 1/500 copies signed by Rackham. Sold for $4,825.
    <b>Bonhams, Jun 13 results:</b> Proust, Marcel. <i>Du coté de chez Swann.</i> 1st edition, 1st issue. Inscribed by Proust. Sold for $8,825.
  • <center><b>Dominic Winter Auctioneers<br>The Library and Picture Collection of the late Martin Woolf Orskey<br>June 26</b>
    <b>Dominic Winter Auctioneers<br>June 26:</b> Book of Hours. Illuminated manuscript, Flanders or northern France, c. 1450. With 12 full-page illuminated miniatures. £10,000 to £15,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Zahrawi, Abu’-Qasim, al- (c. 936-1013). <i>Albucasis chirurgicorum omnium,</i> Strasbourg, 1532. The first comprehensive illustrated treatise on surgery. £3,000 to £5,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Milles, Thomas. <i>The Custumers Alphabet and Primer,</i> 1608. Gilt supralibros of 17th-century English bibliophile Edward Gwynn. £2,000 to £3,000
    <center><b>Dominic Winter Auctioneers<br>The Library and Picture Collection of the late Martin Woolf Orskey<br>June 26</b>
    <b>Dominic Winter Auctioneers<br>June 26:</b> Guillemeau, Jacques. <i>Child-Birth or, the Happy Deliverie of Women,</i> 1st edition in English, 1612. The second midwifery manual printed in English. £1,500 to £2,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Rabisha, William. <i>The Whole Body of Cookery Dissected,</i> 1st edition, 1661. Rare. Five copies in libraries. £2,000 to £3,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Royal binding. <i>An Abridgment of the English Military Discipline,</i> 1678. Contemporary red goatskin gilt by Samuel Mearne for Charles II (1630-1865). £1,500 to £2,000
    <center><b>Dominic Winter Auctioneers<br>The Library and Picture Collection of the late Martin Woolf Orskey<br>June 26</b>
    <b>Dominic Winter Auctioneers<br>June 26:</b> Pallavicino, Ferrante. <i>The Whores Rhetorick,</i> 1st edition in English, 1683. Rare anti-Jesuit satire. £2,000 to £3,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Swift, Jonathan. <i>The Benefit of Farting,</i> 1st London edition, 1722. Teerink 19. £2,000 to £3,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Edwards, George. <i>Natural History of Uncommon Birds</i> [and] <i>Gleanings of Natural History,</i> 7 volumes, 1743-64. Contemporary tree calf, 362 hand-coloured engraved plates. £8,000 to £12,000
    <center><b>Dominic Winter Auctioneers<br>The Library and Picture Collection of the late Martin Woolf Orskey<br>June 26</b>
    <b>Dominic Winter Auctioneers<br>June 26:</b> Campbell, Patrick. <i>Travels in the Interior Inhabited Parts of North America,</i> 1st edition, 1793. Howes C101; Sabin 10264. Uncut in original boards. £5,000 to £8,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Hearne, Samuel. <i>A Journey from Prince of Wales's Fort in Hudson's Bay, to the Northern Ocean,</i> 1st edition, 1795. Sabin 31181. Large-paper copy. £2,000 to £3,000
    <b>Dominic Winter Auctioneers<br>June 26:</b> Edgeworth, Maria. <i>The Match Girl, A Novel,</i> 1808. £1,000 to £1,500
  • <b>Swann Auction Galleries:</b> Ian Fleming, <i>Goldfinger,</i> first edition, inscribed to Sir Henry Cotton, MBE, London, 1959. Sold for $25,000.
    <b>Swann Auction Galleries:</b> Joseph Brant, Mohawk Chief, ALS, writing after pledging support to King George III against American rebels, 1776. Sold for a record $35,000.
    <b>Swann Auction Galleries:</b> Sonia Delaunay, <i>Ses Peintures</i> . . ., 20 pochoir plates, Paris, 1925. Sold for a record $13,750.
    <b>Swann Auction Galleries:</b> Diana, Princess of Wales, 6 autograph letters signed to British <i>Vogue</i> editor, 1989-92. Sold for $10,400.
    <b>Swann Auction Galleries:</b> Alexander Hamilton, ALS, as Secretary of the Treasury covering costs of the new U.S. Mint, 1793. Sold for $12,500.
    <b>Swann Auction Galleries:</b> Benjamin Graham & David L. Dodd, <i>Security Analysis,</i> first edition, inscribed by Graham to a Wall Street trader, NY, 1934. Sold for $20,000.
    <b>Swann Auction Galleries:</b> George Barbier & François-Louis Schmied, <i>Personnages de Comédie,</i> Paris, 1922. Sold for $9,375.
    <b>Swann Auction Galleries:</b> Alphonse Mucha, <i>Ilsée, Princesse de Tripoli,</i> Paris, 1897. Sold for a record $13,000.
    <b>Swann Auction Galleries:</b> Ralph Waldo Emerson, <i>The Dial,</i> first edition of the reconstituted issue, Emerson’s copy with inscriptions, Cincinnati, 1860. Sold for a record $3,250.
  • <b>Christie’s Paris:</b> Blaise Cendrars and Fernand Léger, <i>La Fin du monde filmée par l’ange N.-D.,</i> Paris, Editions de la Sirène, 1919
    <b>Christie’s Paris:</b> André Breton, <i>Second manifeste du Surréalisme,</i> Paris, Editions Kra, 1930
    <b>Christie’s Paris:</b> Paul Eluard and Pablo Picasso, <i>La Barre d’appui,</i> Paris, Editions « Cahiers d’Art », 1936
    <b>Christie’s Paris:</b> Blaise Cendrars and Fernand Léger, <i>La Fin du monde filmée par l’ange N.-D.,</i> Paris, Editions de la Sirène, 1919
    <b>Christie’s Paris:</b> Hans Bellmer, <i>Die Puppe,</i> Paris, G.L.M., 1936
    <b>Christie’s Paris:</b> Salvador Dali, <i>La femme visible,</i> Paris, Editions Surréalistes, 1930
  • <b>Doyle, The Estate of Oleg Cassini. June 27</b>
    <b>Doyle, The Estate of Oleg Cassini:</b> KENNEDY ONASSIS, JACQUELINE Typed letter signed to Oleg Cassini. $400 to $600
    <b>Doyle, The Estate of Oleg Cassini:</b> [CASSINI-KENNEDY FASHIONS] Important archives related to the development of fashions for Mrs. Kennedy… $4,000 to $6,000
    <b>Doyle, The Estate of Oleg Cassini:</b> [CASSINI-KENNEDY FASHIONS] Detailed ledger of the Kennedy White House years… $500 to $800
    <b>Doyle, The Estate of Oleg Cassini:</b> KELLY, GRACE. Four autograph letters to Oleg Cassini. $5,000 to $8,000
    <b>Doyle, The Estate of Oleg Cassini. June 27</b>
    <b>Doyle, The Estate of Oleg Cassini:</b> CASSINI, OLEG. Group of Kennedy-era original fashion sketches. $1,000 to $1,500
    <b>Doyle, The Estate of Oleg Cassini:</b> KENNEDY ONASSIS, JACQUELINE. Autograph letter signed to Oleg Cassini. $800 to $1,200
    <b>Doyle, The Estate of Oleg Cassini:</b> CASSINI, OLEG. Fashion sketch titled “Mrs. Kennedy-Palais de Versailles-State Dinner.” $800 to $1,200
    Doyle, The Estate of Oleg Cassini: [CASSINI, OLEG - KENNEDY, JACQUELINE.] Group of approximately 130 original fashion designs… $800 to $1,200.

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