newyorktimesapi
Jaya Veluri
10/24/2021
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#___________________________________
# **Loading Libraries**
#___________________________________
library(httr)
library(jsonlite)
#___________________________________
# **NY Times List of Books**
#___________________________________
## Accessing nytimes list of all the NYT Best Sellers Pulish List API
url <- 'https://api.nytimes.com/svc/books/v3/lists/names.json?api-key=H76IsI4pXqafl2AFR3MeNRdvaEGBbauW'
## pulling data from json
pull <- GET(url, accept_json())
json <- content(pull, as="text")
publishlistdata <- fromJSON(json)
publishlistdata <- as.data.frame(publishlistdata)
head(publishlistdata)## status copyright
## 1 OK Copyright (c) 2021 The New York Times Company. All Rights Reserved.
## 2 OK Copyright (c) 2021 The New York Times Company. All Rights Reserved.
## 3 OK Copyright (c) 2021 The New York Times Company. All Rights Reserved.
## 4 OK Copyright (c) 2021 The New York Times Company. All Rights Reserved.
## 5 OK Copyright (c) 2021 The New York Times Company. All Rights Reserved.
## 6 OK Copyright (c) 2021 The New York Times Company. All Rights Reserved.
## num_results results.list_name
## 1 59 Combined Print and E-Book Fiction
## 2 59 Combined Print and E-Book Nonfiction
## 3 59 Hardcover Fiction
## 4 59 Hardcover Nonfiction
## 5 59 Trade Fiction Paperback
## 6 59 Mass Market Paperback
## results.display_name results.list_name_encoded
## 1 Combined Print & E-Book Fiction combined-print-and-e-book-fiction
## 2 Combined Print & E-Book Nonfiction combined-print-and-e-book-nonfiction
## 3 Hardcover Fiction hardcover-fiction
## 4 Hardcover Nonfiction hardcover-nonfiction
## 5 Paperback Trade Fiction trade-fiction-paperback
## 6 Paperback Mass-Market Fiction mass-market-paperback
## results.oldest_published_date results.newest_published_date results.updated
## 1 2011-02-13 2021-10-31 WEEKLY
## 2 2011-02-13 2021-10-31 WEEKLY
## 3 2008-06-08 2021-10-31 WEEKLY
## 4 2008-06-08 2021-10-31 WEEKLY
## 5 2008-06-08 2021-10-31 WEEKLY
## 6 2008-06-08 2017-01-29 WEEKLY#___________________________________
## **NYT Best Sellers Fiction Books List**
#___________________________________
## Accessing nytimes list of all the NYT Best Sellers Fiction Books List API
fiurl <- 'https://api.nytimes.com/svc/books/v3/lists/current/hardcover-fiction.json?api-key=H76IsI4pXqafl2AFR3MeNRdvaEGBbauW'
## pulling data from json
fipull <- GET(fiurl, accept_json())
fijson <- content(fipull, as="text")
fictionlistdata <- fromJSON(fijson)
fictionlistdata## $status
## [1] "OK"
##
## $copyright
## [1] "Copyright (c) 2021 The New York Times Company. All Rights Reserved."
##
## $num_results
## [1] 15
##
## $last_modified
## [1] "2021-10-20T22:17:49-04:00"
##
## $results
## $results$list_name
## [1] "Hardcover Fiction"
##
## $results$list_name_encoded
## [1] "hardcover-fiction"
##
## $results$bestsellers_date
## [1] "2021-10-16"
##
## $results$published_date
## [1] "2021-10-31"
##
## $results$published_date_description
## [1] "latest"
##
## $results$next_published_date
## [1] ""
##
## $results$previous_published_date
## [1] "2021-10-24"
##
## $results$display_name
## [1] "Hardcover Fiction"
##
## $results$normal_list_ends_at
## [1] 15
##
## $results$updated
## [1] "WEEKLY"
##
## $results$books
## rank rank_last_week weeks_on_list asterisk dagger primary_isbn10
## 1 1 0 1 0 0 198217367X
## 2 2 2 3 0 0 1538728621
## 3 3 1 2 0 0 0735222355
## 4 4 3 3 0 0 1982168439
## 5 5 5 5 0 0 1250220254
## 6 6 0 1 0 0 0593490592
## 7 7 8 24 0 0 1501171348
## 8 8 0 1 0 0 198215148X
## 9 9 6 5 0 0 0385545134
## 10 10 7 2 0 0 1984821520
## 11 11 9 11 0 0 1982173610
## 12 12 4 2 0 0 0374181179
## 13 13 0 45 0 0 0525559477
## 14 14 13 6 0 0 0374602603
## 15 15 10 4 0 0 0316276626
## primary_isbn13 publisher
## 1 9781982173678 Simon & Schuster, St. Martin's
## 2 9781538728628 Grand Central
## 3 9780735222359 Viking
## 4 9781982168438 Scribner
## 5 9781250220257 Holt
## 6 9780593490594 Viking
## 7 9781501171345 Simon & Schuster
## 8 9781982151485 Simon & Schuster
## 9 9780385545136 Doubleday
## 10 9781984821522 Delacorte
## 11 9781982173616 Scribner
## 12 9780374181178 Farrar, Straus & Giroux
## 13 9780525559474 Viking
## 14 9780374602604 Farrar, Straus & Giroux
## 15 9780316276627 Little, Brown
## description
## 1 In the wake of the previous administration’s mishandling of international affairs, the new Secretary of State Ellen Adams confronts interconnected global threats.
## 2 Maggie Dawes, a renowned travel photographer, struggles with a medical diagnosis over Christmas.
## 3 Two friends who escaped from a juvenile work farm take Emmett Watson on an unexpected journey to New York City in 1954.
## 4 An interconnected cast of dreamers and outsiders are in dangerous and disparate settings past, present and future.
## 5 The Delaney siblings suspect their father of causing the disappearance of their mother.
## 6 A London spy chief’s investigation brings him to a quiet seaside town where Julian Lawndsley has relocated and opened a bookstore.
## 7 Hannah Hall discovers truths about her missing husband and bonds with his daughter from a previous relationship.
## 8 The fourth book in the Practical Magic series. Three generations of Owens women try to save a young man’s life.
## 9 Ray Carney, a family man who sells furniture on 125th Street, gets a new clientele made up of vicious and unsavory characters.
## 10 The working relationship between a man and woman from different worlds develops into something new for them.
## 11 A killer for hire who only takes out bad guys seeks redemption as he does one final job.
## 12 Members of a Midwestern family find themselves at a pivotal moment of moral crisis in 1971.
## 13 Nora Seed finds a library beyond the edge of the universe that contains books with multiple possibilities of the lives one could have lived.
## 14 A novelist, a warehouse worker, an editorial assistant and a political adviser deal with changes.
## 15 A young lawyer winds up in an Alabama jail that remains mysteriously crowded.
## price title author
## 1 0.00 STATE OF TERROR Hillary Rodham Clinton and Louise Penny
## 2 0.00 THE WISH Nicholas Sparks
## 3 0.00 THE LINCOLN HIGHWAY Amor Towles
## 4 0.00 CLOUD CUCKOO LAND Anthony Doerr
## 5 0.00 APPLES NEVER FALL Liane Moriarty
## 6 0.00 SILVERVIEW John Le Carré
## 7 0.00 THE LAST THING HE TOLD ME Laura Dave
## 8 0.00 THE BOOK OF MAGIC Alice Hoffman
## 9 0.00 HARLEM SHUFFLE Colson Whitehead
## 10 0.00 THE BUTLER Danielle Steel
## 11 0.00 BILLY SUMMERS Stephen King
## 12 0.00 CROSSROADS Jonathan Franzen
## 13 0.00 THE MIDNIGHT LIBRARY Matt Haig
## 14 0.00 BEAUTIFUL WORLD, WHERE ARE YOU Sally Rooney
## 15 0.00 THE JAILHOUSE LAWYER James Patterson and Nancy Allen
## contributor contributor_note
## 1 by Hillary Rodham Clinton and Louise Penny
## 2 by Nicholas Sparks
## 3 by Amor Towles
## 4 by Anthony Doerr
## 5 by Liane Moriarty
## 6 by John Le Carré
## 7 by Laura Dave
## 8 by Alice Hoffman
## 9 by Colson Whitehead
## 10 by Danielle Steel
## 11 by Stephen King
## 12 by Jonathan Franzen
## 13 by Matt Haig
## 14 by Sally Rooney
## 15 by James Patterson and Nancy Allen
## book_image
## 1 https://storage.googleapis.com/du-prd/books/images/9781982173678.jpg
## 2 https://storage.googleapis.com/du-prd/books/images/9781538728628.jpg
## 3 https://storage.googleapis.com/du-prd/books/images/9780735222359.jpg
## 4 https://storage.googleapis.com/du-prd/books/images/9781982168438.jpg
## 5 https://storage.googleapis.com/du-prd/books/images/9781250220257.jpg
## 6 https://storage.googleapis.com/du-prd/books/images/9780593490594.jpg
## 7 https://storage.googleapis.com/du-prd/books/images/9781501171345.jpg
## 8 https://storage.googleapis.com/du-prd/books/images/9781982151485.jpg
## 9 https://storage.googleapis.com/du-prd/books/images/9780385545136.jpg
## 10 https://storage.googleapis.com/du-prd/books/images/9781984821522.jpg
## 11 https://storage.googleapis.com/du-prd/books/images/9781982173616.jpg
## 12 https://storage.googleapis.com/du-prd/books/images/9780374181178.jpg
## 13 https://storage.googleapis.com/du-prd/books/images/9780525559474.jpg
## 14 https://storage.googleapis.com/du-prd/books/images/9780374602604.jpg
## 15 https://storage.googleapis.com/du-prd/books/images/9780316276627.jpg
## book_image_width book_image_height
## 1 331 500
## 2 330 500
## 3 331 500
## 4 331 500
## 5 329 500
## 6 331 500
## 7 331 500
## 8 336 500
## 9 329 500
## 10 328 500
## 11 327 500
## 12 333 500
## 13 331 500
## 14 327 500
## 15 322 500
## amazon_product_url age_group
## 1 https://www.amazon.com/dp/198217367X?tag=NYTBSREV-20
## 2 https://www.amazon.com/dp/1538728621?tag=NYTBSREV-20
## 3 https://www.amazon.com/dp/0735222355?tag=NYTBSREV-20
## 4 https://www.amazon.com/dp/1982168439?tag=NYTBSREV-20
## 5 https://www.amazon.com/dp/1250220254?tag=NYTBSREV-20
## 6 https://www.amazon.com/dp/0593490592?tag=NYTBSREV-20
## 7 https://www.amazon.com/dp/1501171348?tag=NYTBSREV-20
## 8 https://www.amazon.com/dp/198215148X?tag=NYTBSREV-20
## 9 https://www.amazon.com/dp/0385545134?tag=NYTBSREV-20
## 10 https://www.amazon.com/dp/1984821520?tag=NYTBSREV-20
## 11 https://www.amazon.com/dp/1982173610?tag=NYTBSREV-20
## 12 https://www.amazon.com/dp/0374181179?tag=NYTBSREV-20
## 13 https://www.amazon.com/dp/0525559477?tag=NYTBSREV-20
## 14 https://www.amazon.com/dp/0374602603?tag=NYTBSREV-20
## 15 https://www.amazon.com/dp/0316276626?tag=NYTBSREV-20
## book_review_link first_chapter_link sunday_review_link article_chapter_link
## 1
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## isbns
## 1 198217367X, 1982173696, 9781982173678, 9781982173692
## 2 1538728621, 9781538728628
## 3 0735222355, 0735222371, 9780735222359, 9780735222373
## 4 1982168439, 1982168455, 9781982168438, 9781982168452
## 5 1250220254, 1250220262, 1250810698, 9781250220257, 9781250220264, 9781250810694
## 6 0593490592, 0593490606, 9780593490594, 9780593490600
## 7 1501171348, 1501171364, 1797124749, 9781501171345, 9781501171369, 9781797124742
## 8 198215148X, 1982151501, 9781982151485, 9781982151508
## 9 0385545134, 0385545142, 9780385545136, 9780385545143
## 10 1984821520, 1984821539, 9781984821522, 9781984821539
## 11 1982173610, 1982173637, 179712269X, 9781982173616, 9781982173630, 9781797122694
## 12 0374181179, 0374719799, 9780374181178, 9780374719791
## 13 0525559477, 0525559485, 0655697071, 9780525559474, 9780525559481, 9780655697077
## 14 0374602603, 0374602611, 9780374602604, 9780374602611
## 15 0316276626, 0316280011, 9780316276627, 9780316280013
## buy_links
## 1 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/198217367X?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=STATE+OF+TERROR&author=Hillary+Rodham+Clinton+and+Louise+Penny, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781982173678, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FSTATE%252BOF%252BTERROR%252FHillary%252BRodham%252BClinton%252Band%252BLouise%252BPenny%252F9781982173678&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DSTATE%252BOF%252BTERROR%252BHillary%252BRodham%252BClinton%252Band%252BLouise%252BPenny, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781982173678&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DSTATE%2BOF%2BTERROR, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781982173678%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DSTATE%2BOF%2BTERROR%2BHillary%2BRodham%2BClinton%2Band%2BLouise%2BPenny%26aff%3DNYT
## 2 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1538728621?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+WISH&author=Nicholas+Sparks, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781538728628, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BWISH%252FNicholas%252BSparks%252F9781538728628&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BWISH%252BNicholas%252BSparks, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781538728628&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BWISH, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781538728628%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BWISH%2BNicholas%2BSparks%26aff%3DNYT
## 3 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0735222355?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+LINCOLN+HIGHWAY&author=Amor+Towles, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780735222359, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BLINCOLN%252BHIGHWAY%252FAmor%252BTowles%252F9780735222359&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BLINCOLN%252BHIGHWAY%252BAmor%252BTowles, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780735222359&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BLINCOLN%2BHIGHWAY, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780735222359%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BLINCOLN%2BHIGHWAY%2BAmor%2BTowles%26aff%3DNYT
## 4 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1982168439?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=CLOUD+CUCKOO+LAND&author=Anthony+Doerr, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781982168438, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FCLOUD%252BCUCKOO%252BLAND%252FAnthony%252BDoerr%252F9781982168438&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DCLOUD%252BCUCKOO%252BLAND%252BAnthony%252BDoerr, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781982168438&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DCLOUD%2BCUCKOO%2BLAND, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781982168438%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DCLOUD%2BCUCKOO%2BLAND%2BAnthony%2BDoerr%26aff%3DNYT
## 5 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1250220254?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=APPLES+NEVER+FALL&author=Liane+Moriarty, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781250220257, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FAPPLES%252BNEVER%252BFALL%252FLiane%252BMoriarty%252F9781250220257&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DAPPLES%252BNEVER%252BFALL%252BLiane%252BMoriarty, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781250220257&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DAPPLES%2BNEVER%2BFALL, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781250220257%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DAPPLES%2BNEVER%2BFALL%2BLiane%2BMoriarty%26aff%3DNYT
## 6 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0593490592?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=SILVERVIEW&author=John+Le+Carr%C3%A9, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780593490594, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FSILVERVIEW%252FJohn%252BLe%252BCarr%2525C3%2525A9%252F9780593490594&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DSILVERVIEW%252BJohn%252BLe%252BCarr%2525C3%2525A9, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780593490594&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DSILVERVIEW, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780593490594%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DSILVERVIEW%2BJohn%2BLe%2BCarr%25C3%25A9%26aff%3DNYT
## 7 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1501171348?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+LAST+THING+HE+TOLD+ME&author=Laura+Dave, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781501171345, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BLAST%252BTHING%252BHE%252BTOLD%252BME%252FLaura%252BDave%252F9781501171345&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BLAST%252BTHING%252BHE%252BTOLD%252BME%252BLaura%252BDave, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781501171345&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BLAST%2BTHING%2BHE%2BTOLD%2BME, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781501171345%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BLAST%2BTHING%2BHE%2BTOLD%2BME%2BLaura%2BDave%26aff%3DNYT
## 8 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/198215148X?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+BOOK+OF+MAGIC&author=Alice+Hoffman, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781982151485, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BBOOK%252BOF%252BMAGIC%252FAlice%252BHoffman%252F9781982151485&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BBOOK%252BOF%252BMAGIC%252BAlice%252BHoffman, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781982151485&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BBOOK%2BOF%2BMAGIC, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781982151485%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BBOOK%2BOF%2BMAGIC%2BAlice%2BHoffman%26aff%3DNYT
## 9 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0385545134?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=HARLEM+SHUFFLE&author=Colson+Whitehead, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780385545136, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FHARLEM%252BSHUFFLE%252FColson%252BWhitehead%252F9780385545136&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DHARLEM%252BSHUFFLE%252BColson%252BWhitehead, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780385545136&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DHARLEM%2BSHUFFLE, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780385545136%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DHARLEM%2BSHUFFLE%2BColson%2BWhitehead%26aff%3DNYT
## 10 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1984821520?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+BUTLER&author=Danielle+Steel, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781984821522, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BBUTLER%252FDanielle%252BSteel%252F9781984821522&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BBUTLER%252BDanielle%252BSteel, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781984821522&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BBUTLER, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781984821522%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BBUTLER%2BDanielle%2BSteel%26aff%3DNYT
## 11 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1982173610?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=BILLY+SUMMERS&author=Stephen+King, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781982173616, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FBILLY%252BSUMMERS%252FStephen%252BKing%252F9781982173616&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DBILLY%252BSUMMERS%252BStephen%252BKing, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781982173616&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DBILLY%2BSUMMERS, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781982173616%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DBILLY%2BSUMMERS%2BStephen%2BKing%26aff%3DNYT
## 12 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0374181179?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=CROSSROADS&author=Jonathan+Franzen, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780374181178, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FCROSSROADS%252FJonathan%252BFranzen%252F9780374181178&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DCROSSROADS%252BJonathan%252BFranzen, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780374181178&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DCROSSROADS, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780374181178%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DCROSSROADS%2BJonathan%2BFranzen%26aff%3DNYT
## 13 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0525559477?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+MIDNIGHT+LIBRARY&author=Matt+Haig, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780525559474, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BMIDNIGHT%252BLIBRARY%252FMatt%252BHaig%252F9780525559474&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BMIDNIGHT%252BLIBRARY%252BMatt%252BHaig, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780525559474&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BMIDNIGHT%2BLIBRARY, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780525559474%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BMIDNIGHT%2BLIBRARY%2BMatt%2BHaig%26aff%3DNYT
## 14 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0374602603?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=BEAUTIFUL+WORLD%2C+WHERE+ARE+YOU&author=Sally+Rooney, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780374602604, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FBEAUTIFUL%252BWORLD%25252C%252BWHERE%252BARE%252BYOU%252FSally%252BRooney%252F9780374602604&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DBEAUTIFUL%252BWORLD%25252C%252BWHERE%252BARE%252BYOU%252BSally%252BRooney, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780374602604&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DBEAUTIFUL%2BWORLD%252C%2BWHERE%2BARE%2BYOU, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780374602604%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DBEAUTIFUL%2BWORLD%252C%2BWHERE%2BARE%2BYOU%2BSally%2BRooney%26aff%3DNYT
## 15 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0316276626?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+JAILHOUSE+LAWYER&author=James+Patterson+and+Nancy+Allen, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780316276627, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BJAILHOUSE%252BLAWYER%252FJames%252BPatterson%252Band%252BNancy%252BAllen%252F9780316276627&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BJAILHOUSE%252BLAWYER%252BJames%252BPatterson%252Band%252BNancy%252BAllen, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780316276627&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BJAILHOUSE%2BLAWYER, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780316276627%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BJAILHOUSE%2BLAWYER%2BJames%2BPatterson%2Band%2BNancy%2BAllen%26aff%3DNYT
## book_uri
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## 15 nyt://book/5371f6aa-bbba-5d1e-a04e-bcb044f628a4
##
## $results$corrections
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## [1] "OK"
##
## $copyright
## [1] "Copyright (c) 2021 The New York Times Company. All Rights Reserved."
##
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## [1] 15
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## [1] "2021-10-20T22:17:49-04:00"
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## [1] "Hardcover Fiction"
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## [1] "hardcover-fiction"
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## [1] "2021-10-16"
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## [1] "2021-10-31"
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## [1] "latest"
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## $results$books
## rank rank_last_week weeks_on_list asterisk dagger primary_isbn10
## 1 1 0 1 0 0 198217367X
## 2 2 2 3 0 0 1538728621
## 3 3 1 2 0 0 0735222355
## 4 4 3 3 0 0 1982168439
## 5 5 5 5 0 0 1250220254
## 6 6 0 1 0 0 0593490592
## 7 7 8 24 0 0 1501171348
## 8 8 0 1 0 0 198215148X
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## 11 11 9 11 0 0 1982173610
## 12 12 4 2 0 0 0374181179
## 13 13 0 45 0 0 0525559477
## 14 14 13 6 0 0 0374602603
## 15 15 10 4 0 0 0316276626
## primary_isbn13 publisher
## 1 9781982173678 Simon & Schuster, St. Martin's
## 2 9781538728628 Grand Central
## 3 9780735222359 Viking
## 4 9781982168438 Scribner
## 5 9781250220257 Holt
## 6 9780593490594 Viking
## 7 9781501171345 Simon & Schuster
## 8 9781982151485 Simon & Schuster
## 9 9780385545136 Doubleday
## 10 9781984821522 Delacorte
## 11 9781982173616 Scribner
## 12 9780374181178 Farrar, Straus & Giroux
## 13 9780525559474 Viking
## 14 9780374602604 Farrar, Straus & Giroux
## 15 9780316276627 Little, Brown
## description
## 1 In the wake of the previous administration’s mishandling of international affairs, the new Secretary of State Ellen Adams confronts interconnected global threats.
## 2 Maggie Dawes, a renowned travel photographer, struggles with a medical diagnosis over Christmas.
## 3 Two friends who escaped from a juvenile work farm take Emmett Watson on an unexpected journey to New York City in 1954.
## 4 An interconnected cast of dreamers and outsiders are in dangerous and disparate settings past, present and future.
## 5 The Delaney siblings suspect their father of causing the disappearance of their mother.
## 6 A London spy chief’s investigation brings him to a quiet seaside town where Julian Lawndsley has relocated and opened a bookstore.
## 7 Hannah Hall discovers truths about her missing husband and bonds with his daughter from a previous relationship.
## 8 The fourth book in the Practical Magic series. Three generations of Owens women try to save a young man’s life.
## 9 Ray Carney, a family man who sells furniture on 125th Street, gets a new clientele made up of vicious and unsavory characters.
## 10 The working relationship between a man and woman from different worlds develops into something new for them.
## 11 A killer for hire who only takes out bad guys seeks redemption as he does one final job.
## 12 Members of a Midwestern family find themselves at a pivotal moment of moral crisis in 1971.
## 13 Nora Seed finds a library beyond the edge of the universe that contains books with multiple possibilities of the lives one could have lived.
## 14 A novelist, a warehouse worker, an editorial assistant and a political adviser deal with changes.
## 15 A young lawyer winds up in an Alabama jail that remains mysteriously crowded.
## price title author
## 1 0.00 STATE OF TERROR Hillary Rodham Clinton and Louise Penny
## 2 0.00 THE WISH Nicholas Sparks
## 3 0.00 THE LINCOLN HIGHWAY Amor Towles
## 4 0.00 CLOUD CUCKOO LAND Anthony Doerr
## 5 0.00 APPLES NEVER FALL Liane Moriarty
## 6 0.00 SILVERVIEW John Le Carré
## 7 0.00 THE LAST THING HE TOLD ME Laura Dave
## 8 0.00 THE BOOK OF MAGIC Alice Hoffman
## 9 0.00 HARLEM SHUFFLE Colson Whitehead
## 10 0.00 THE BUTLER Danielle Steel
## 11 0.00 BILLY SUMMERS Stephen King
## 12 0.00 CROSSROADS Jonathan Franzen
## 13 0.00 THE MIDNIGHT LIBRARY Matt Haig
## 14 0.00 BEAUTIFUL WORLD, WHERE ARE YOU Sally Rooney
## 15 0.00 THE JAILHOUSE LAWYER James Patterson and Nancy Allen
## contributor contributor_note
## 1 by Hillary Rodham Clinton and Louise Penny
## 2 by Nicholas Sparks
## 3 by Amor Towles
## 4 by Anthony Doerr
## 5 by Liane Moriarty
## 6 by John Le Carré
## 7 by Laura Dave
## 8 by Alice Hoffman
## 9 by Colson Whitehead
## 10 by Danielle Steel
## 11 by Stephen King
## 12 by Jonathan Franzen
## 13 by Matt Haig
## 14 by Sally Rooney
## 15 by James Patterson and Nancy Allen
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## amazon_product_url age_group
## 1 https://www.amazon.com/dp/198217367X?tag=NYTBSREV-20
## 2 https://www.amazon.com/dp/1538728621?tag=NYTBSREV-20
## 3 https://www.amazon.com/dp/0735222355?tag=NYTBSREV-20
## 4 https://www.amazon.com/dp/1982168439?tag=NYTBSREV-20
## 5 https://www.amazon.com/dp/1250220254?tag=NYTBSREV-20
## 6 https://www.amazon.com/dp/0593490592?tag=NYTBSREV-20
## 7 https://www.amazon.com/dp/1501171348?tag=NYTBSREV-20
## 8 https://www.amazon.com/dp/198215148X?tag=NYTBSREV-20
## 9 https://www.amazon.com/dp/0385545134?tag=NYTBSREV-20
## 10 https://www.amazon.com/dp/1984821520?tag=NYTBSREV-20
## 11 https://www.amazon.com/dp/1982173610?tag=NYTBSREV-20
## 12 https://www.amazon.com/dp/0374181179?tag=NYTBSREV-20
## 13 https://www.amazon.com/dp/0525559477?tag=NYTBSREV-20
## 14 https://www.amazon.com/dp/0374602603?tag=NYTBSREV-20
## 15 https://www.amazon.com/dp/0316276626?tag=NYTBSREV-20
## book_review_link first_chapter_link sunday_review_link article_chapter_link
## 1
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## isbns
## 1 198217367X, 1982173696, 9781982173678, 9781982173692
## 2 1538728621, 9781538728628
## 3 0735222355, 0735222371, 9780735222359, 9780735222373
## 4 1982168439, 1982168455, 9781982168438, 9781982168452
## 5 1250220254, 1250220262, 1250810698, 9781250220257, 9781250220264, 9781250810694
## 6 0593490592, 0593490606, 9780593490594, 9780593490600
## 7 1501171348, 1501171364, 1797124749, 9781501171345, 9781501171369, 9781797124742
## 8 198215148X, 1982151501, 9781982151485, 9781982151508
## 9 0385545134, 0385545142, 9780385545136, 9780385545143
## 10 1984821520, 1984821539, 9781984821522, 9781984821539
## 11 1982173610, 1982173637, 179712269X, 9781982173616, 9781982173630, 9781797122694
## 12 0374181179, 0374719799, 9780374181178, 9780374719791
## 13 0525559477, 0525559485, 0655697071, 9780525559474, 9780525559481, 9780655697077
## 14 0374602603, 0374602611, 9780374602604, 9780374602611
## 15 0316276626, 0316280011, 9780316276627, 9780316280013
## buy_links
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## 4 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1982168439?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=CLOUD+CUCKOO+LAND&author=Anthony+Doerr, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781982168438, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FCLOUD%252BCUCKOO%252BLAND%252FAnthony%252BDoerr%252F9781982168438&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DCLOUD%252BCUCKOO%252BLAND%252BAnthony%252BDoerr, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781982168438&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DCLOUD%2BCUCKOO%2BLAND, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781982168438%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DCLOUD%2BCUCKOO%2BLAND%2BAnthony%2BDoerr%26aff%3DNYT
## 5 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1250220254?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=APPLES+NEVER+FALL&author=Liane+Moriarty, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781250220257, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FAPPLES%252BNEVER%252BFALL%252FLiane%252BMoriarty%252F9781250220257&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DAPPLES%252BNEVER%252BFALL%252BLiane%252BMoriarty, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781250220257&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DAPPLES%2BNEVER%2BFALL, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781250220257%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DAPPLES%2BNEVER%2BFALL%2BLiane%2BMoriarty%26aff%3DNYT
## 6 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0593490592?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=SILVERVIEW&author=John+Le+Carr%C3%A9, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780593490594, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FSILVERVIEW%252FJohn%252BLe%252BCarr%2525C3%2525A9%252F9780593490594&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DSILVERVIEW%252BJohn%252BLe%252BCarr%2525C3%2525A9, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780593490594&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DSILVERVIEW, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780593490594%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DSILVERVIEW%2BJohn%2BLe%2BCarr%25C3%25A9%26aff%3DNYT
## 7 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1501171348?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+LAST+THING+HE+TOLD+ME&author=Laura+Dave, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781501171345, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BLAST%252BTHING%252BHE%252BTOLD%252BME%252FLaura%252BDave%252F9781501171345&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BLAST%252BTHING%252BHE%252BTOLD%252BME%252BLaura%252BDave, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781501171345&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BLAST%2BTHING%2BHE%2BTOLD%2BME, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781501171345%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BLAST%2BTHING%2BHE%2BTOLD%2BME%2BLaura%2BDave%26aff%3DNYT
## 8 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/198215148X?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+BOOK+OF+MAGIC&author=Alice+Hoffman, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781982151485, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BBOOK%252BOF%252BMAGIC%252FAlice%252BHoffman%252F9781982151485&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BBOOK%252BOF%252BMAGIC%252BAlice%252BHoffman, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781982151485&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BBOOK%2BOF%2BMAGIC, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781982151485%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BBOOK%2BOF%2BMAGIC%2BAlice%2BHoffman%26aff%3DNYT
## 9 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0385545134?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=HARLEM+SHUFFLE&author=Colson+Whitehead, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780385545136, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FHARLEM%252BSHUFFLE%252FColson%252BWhitehead%252F9780385545136&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DHARLEM%252BSHUFFLE%252BColson%252BWhitehead, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780385545136&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DHARLEM%2BSHUFFLE, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780385545136%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DHARLEM%2BSHUFFLE%2BColson%2BWhitehead%26aff%3DNYT
## 10 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1984821520?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+BUTLER&author=Danielle+Steel, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781984821522, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BBUTLER%252FDanielle%252BSteel%252F9781984821522&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BBUTLER%252BDanielle%252BSteel, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781984821522&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BBUTLER, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781984821522%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BBUTLER%2BDanielle%2BSteel%26aff%3DNYT
## 11 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/1982173610?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=BILLY+SUMMERS&author=Stephen+King, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9781982173616, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FBILLY%252BSUMMERS%252FStephen%252BKing%252F9781982173616&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DBILLY%252BSUMMERS%252BStephen%252BKing, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9781982173616&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DBILLY%2BSUMMERS, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9781982173616%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DBILLY%2BSUMMERS%2BStephen%2BKing%26aff%3DNYT
## 12 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0374181179?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=CROSSROADS&author=Jonathan+Franzen, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780374181178, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FCROSSROADS%252FJonathan%252BFranzen%252F9780374181178&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DCROSSROADS%252BJonathan%252BFranzen, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780374181178&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DCROSSROADS, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780374181178%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DCROSSROADS%2BJonathan%2BFranzen%26aff%3DNYT
## 13 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0525559477?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+MIDNIGHT+LIBRARY&author=Matt+Haig, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780525559474, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BMIDNIGHT%252BLIBRARY%252FMatt%252BHaig%252F9780525559474&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BMIDNIGHT%252BLIBRARY%252BMatt%252BHaig, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780525559474&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BMIDNIGHT%2BLIBRARY, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780525559474%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BMIDNIGHT%2BLIBRARY%2BMatt%2BHaig%26aff%3DNYT
## 14 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0374602603?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=BEAUTIFUL+WORLD%2C+WHERE+ARE+YOU&author=Sally+Rooney, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780374602604, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FBEAUTIFUL%252BWORLD%25252C%252BWHERE%252BARE%252BYOU%252FSally%252BRooney%252F9780374602604&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DBEAUTIFUL%252BWORLD%25252C%252BWHERE%252BARE%252BYOU%252BSally%252BRooney, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780374602604&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DBEAUTIFUL%2BWORLD%252C%2BWHERE%2BARE%2BYOU, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780374602604%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DBEAUTIFUL%2BWORLD%252C%2BWHERE%2BARE%2BYOU%2BSally%2BRooney%26aff%3DNYT
## 15 Amazon, Apple Books, Barnes and Noble, Books-A-Million, Bookshop, IndieBound, https://www.amazon.com/dp/0316276626?tag=NYTBSREV-20, https://du-gae-books-dot-nyt-du-prd.appspot.com/buy?title=THE+JAILHOUSE+LAWYER&author=James+Patterson+and+Nancy+Allen, https://www.anrdoezrs.net/click-7990613-11819508?url=https%3A%2F%2Fwww.barnesandnoble.com%2Fw%2F%3Fean%3D9780316276627, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fp%252FTHE%252BJAILHOUSE%252BLAWYER%252FJames%252BPatterson%252Band%252BNancy%252BAllen%252F9780316276627&url2=https%3A%2F%2Fwww.anrdoezrs.net%2Fclick-7990613-35140%3Furl%3Dhttps%253A%252F%252Fwww.booksamillion.com%252Fsearch%253Fquery%253DTHE%252BJAILHOUSE%252BLAWYER%252BJames%252BPatterson%252Band%252BNancy%252BAllen, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fbookshop.org%2Fa%2F3546%2F9780316276627&url2=https%3A%2F%2Fbookshop.org%2Fbooks%3Fkeywords%3DTHE%2BJAILHOUSE%2BLAWYER, https://du-gae-books-dot-nyt-du-prd.appspot.com/redirect?url1=https%3A%2F%2Fwww.indiebound.org%2Fbook%2F9780316276627%3Faff%3DNYT&url2=https%3A%2F%2Fwww.indiebound.org%2Fsearch%2Fbook%3Fkeys%3DTHE%2BJAILHOUSE%2BLAWYER%2BJames%2BPatterson%2Band%2BNancy%2BAllen%26aff%3DNYT
## book_uri
## 1 nyt://book/ee38f9b9-6787-5e00-b068-7d2f712aa3fd
## 2 nyt://book/28cad580-eb4e-512f-a790-9fd5eddd45d4
## 3 nyt://book/43839b1f-c8cc-5ef4-8893-bd85582906a4
## 4 nyt://book/d7de00f6-afc5-58c4-b106-0dcb33c8eed9
## 5 nyt://book/49a3b4e2-4c03-5363-be9f-b3f5e80ddc6a
## 6 nyt://book/325d46cd-2ab6-5093-888b-10a01a6983e8
## 7 nyt://book/b38ae769-e873-5272-bb5a-c58a35162db1
## 8 nyt://book/767e23ef-e9d6-5e36-b992-63286b33d7d5
## 9 nyt://book/429ead69-c906-5e12-8372-4af272f75460
## 10 nyt://book/c4337533-9195-5d2f-8dd8-02c874ff89cd
## 11 nyt://book/718759e4-3da8-561f-bd45-c0b5e1769e06
## 12 nyt://book/a8a06aec-3cbc-5104-a35b-161fd68075f7
## 13 nyt://book/60d0ee2d-3d05-50c9-a484-050d17a2308e
## 14 nyt://book/97a333ba-3bc7-522f-9c8d-3e7b704ba6ae
## 15 nyt://book/5371f6aa-bbba-5d1e-a04e-bcb044f628a4
##
## $results$corrections
## list()#___________________________________
## **observations and conclusions**
#___________________________________
# NY Times API lists books by published date, different genre, by specific author very useful ApiIncluding Plots
You can also embed plots, for example:
Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.