Assignment - Web APIs
The New York Times web site provides a rich set of APIs, as described here: http://developer.nytimes.com/docs You’ll need to start by signing up for an API key. Your task is to choose one of the New York Times APIs, construct an interface in R to read in the JSON data, and transform it to an R dataframe.
Step-1: Loading the required packages
library(httr)
library(jsonlite)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(kableExtra)We have already requested the API key to get / read the data from the NY Times API. We are using the books_api from the NY Times page : http://developer.nytimes.com/
nyt_books_url <- "https://api.nytimes.com/svc/books/v3/lists/best-sellers/history.json"
nyt_books <- GET(nyt_books_url, query = list(api_key = "a01880c89030475c908b46f8072e2a02"))
nyt_books$status_code## [1] 200text_content <- content(nyt_books, as = "text")
json_content_df <- text_content %>% fromJSON() %>% as.data.frame()
dim(json_content_df)## [1] 20 14json_content_df %>% kable() %>% kable_styling()| status | copyright | num_results | results.title | results.description | results.contributor | results.author | results.contributor_note | results.price | results.age_group | results.publisher | results.isbns | results.ranks_history | results.reviews |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | “I GIVE YOU MY BODY …” | The author of the Outlander novels gives tips on writing sex scenes, drawing on examples from the books. | by Diana Gabaldon | Diana Gabaldon | 0.00 | Dell | list(isbn10 = “0399178570”, isbn13 = “9780399178573”) | list(primary_isbn10 = “0399178570”, primary_isbn13 = “9780399178573”, rank = 8, list_name = “Advice How-To and Miscellaneous”, display_name = “Advice, How-To & Miscellaneous”, published_date = “2016-09-04”, bestsellers_date = “2016-08-20”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 0, dagger = 0) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | “MOST BLESSED OF THE PATRIARCHS” | A character study that attempts to make sense of Jeffersons contradictions. | by Annette Gordon-Reed and Peter S. Onuf | Annette Gordon-Reed and Peter S Onuf | 0.00 | Liveright | list(isbn10 = “0871404427”, isbn13 = “9780871404428”) | list(primary_isbn10 = “0871404427”, primary_isbn13 = “9780871404428”, rank = 16, list_name = “Hardcover Nonfiction”, display_name = “Hardcover Nonfiction”, published_date = “2016-05-01”, bestsellers_date = “2016-04-16”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 1, dagger = 0) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | #ASKGARYVEE | The entrepreneur expands on subjects addressed on his Internet show, like marketing, management and social media. | by Gary Vaynerchuk | Gary Vaynerchuk | 0.00 | HarperCollins | list(isbn10 = c(“0062273124”, “0062273132”), isbn13 = c(“9780062273123”, “9780062273130”)) | list(primary_isbn10 = c(“0062273124”, “0062273124”), primary_isbn13 = c(“9780062273123”, “9780062273123”), rank = 5:6, list_name = c(“Business Books”, “Advice How-To and Miscellaneous”), display_name = c(“Business”, “Advice, How-To & Miscellaneous”), published_date = c(“2016-04-10”, “2016-03-27”), bestsellers_date = c(“2016-03-26”, “2016-03-12”), weeks_on_list = 0:1, ranks_last_week = c(NA, NA), asterisk = c(0, 0), dagger = c(1, 1)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | #GIRLBOSS | An online fashion retailer traces her path to success. | by Sophia Amoruso | Sophia Amoruso | 0.00 | Portfolio/Penguin/Putnam | list(isbn10 = c(“039916927X”, “1591847931”), isbn13 = c(“9780399169274”, “9781591847939”)) | list(primary_isbn10 = c(“1591847931”, “1591847931”, “1591847931”, “1591847931”, “039916927X”, “039916927X”, “039916927X”), primary_isbn13 = c(“9781591847939”, “9781591847939”, “9781591847939”, “9781591847939”, “9780399169274”, “9780399169274”, “9780399169274”), rank = c(8, 9, 9, 8, 10, 8, 14), list_name = c(“Business Books”, “Business Books”, “Business Books”, “Business Books”, “Business Books”, “Business Books”, “Advice How-To and Miscellaneous”), display_name = c(“Business”, “Business”, “Business”, “Business”, “Business”, “Business”, “Advice, How-To & Miscellaneous”), published_date = c(“2016-03-13”, “2016-01-17”, “2015-12-13”, “2015-11-15”, “2014-11-09”, “2014-10-12”, “2014-09-21”), bestsellers_date = c(“2016-02-27”, “2016-01-02”, “2015-11-28”, “2015-10-31”, “2014-10-25”, “2014-09-27”, “2014-09-06”), weeks_on_list = c(0, 0, 0, 0, 0, 0, 0), ranks_last_week = c(NA, NA, NA, NA, NA, NA, NA), asterisk = c(0, 0, 0, 0, 0, 0, 0), dagger = c(0, 0, 0, 0, 0, 0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | #NEVERAGAIN | Students from Marjory Stoneman Douglas High School describe the Valentine’s Day mass shooting and outline ways to prevent similar incidents. | by David Hogg and Lauren Hogg | David Hogg and Lauren Hogg | 0.00 | Random House | list(isbn10 = “198480183X”, isbn13 = “9781984801838”) | list(primary_isbn10 = “198480183X”, primary_isbn13 = “9781984801838”, rank = 9, list_name = “Paperback Nonfiction”, display_name = “Paperback Nonfiction”, published_date = “2018-07-08”, bestsellers_date = “2018-06-23”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 0, dagger = 0) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | $100 STARTUP | How to build a profitable start up for $100 or less and be your own boss. | by Chris Guillebeau | Chris Guillebeau | 23.00 | Crown Business | list(isbn10 = “0307951529”, isbn13 = “9780307951526”) | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | $20 PER GALLON | by Christopher Steiner | Christopher Steiner | 0.00 | Grand Central | list() | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | |||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ’57, Chicago | NA | NA | Steve Monroe | NA | 0.00 | NA | NA | list(isbn10 = “0786867302”, isbn13 = “9780786867301”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/2001/07/29/books/books-in-brief-fiction-poetry-319660.html”, article_chapter_link = NA) |
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ‘ROCK OF AGES:’‘ROLLING STONE’‘HISTORY OF ROCK AND ROLL’ | NA | NA | GEOFFREY STOKES, KEN TUCKER’ ’ED WARD | NA | 0.00 | NA | NA | list(isbn10 = “0671630687”, isbn13 = “9780671630683”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/1986/12/28/books/three-chord-music-in-a-three-piece-suit.html”, article_chapter_link = NA) |
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ‘THE HIGH ROAD TO CHINA: GEORGE BOGLE, THE PANCHEN LAMA AND THE FIRST BRITISH EXPEDITION TO TIBET’ | NA | NA | KATE TELTSCHER | NA | 0.00 | NA | NA | list(isbn10 = “0374217009”, isbn13 = “9780374217006”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/2007/04/22/books/review/Stuart.t.html”, article_chapter_link = NA) |
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ’TIL DEATH | by Sharon Sala | Sharon Sala | 0.00 | Harlequin Mira | list(isbn10 = “0778314278”, isbn13 = “9780778314271”) | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | |||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ’TIL DEATH DO US PART | A matchmaker in Victorian England turns to a crime novelist for help when she starts receiving a series of disturbingly personalized trinkets. | by Amanda Quick | Amanda Quick | 0.00 | Berkley | list(isbn10 = c(“069819361X”, “039917446X”), isbn13 = c(“9780698193611”, “9780399174469”)) | list(primary_isbn10 = c(“069819361X”, “069819361X”), primary_isbn13 = c(“9780698193611”, “9780698193611”), rank = c(9, 15), list_name = c(“E-Book Fiction”, “Combined Print and E-Book Fiction”), display_name = c(“E-Book Fiction”, “Combined Print & E-Book Fiction”), published_date = c(“2016-05-08”, “2016-05-08”), bestsellers_date = c(“2016-04-23”, “2016-04-23”), weeks_on_list = c(1, 1), ranks_last_week = c(NA, NA), asterisk = c(0, 0), dagger = c(0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ’Til Faith Do Us Part: How Interfaith Marriage is Transforming America | NA | NA | Naomi Schaefer Riley | NA | 0.00 | NA | NA | list(isbn10 = “0199873747”, isbn13 = “9780199873746”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/2013/05/26/books/review/til-faith-do-us-part-by-naomi-schaefer-riley.html”, article_chapter_link = NA) |
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ’TIS THE SEASON | Two classic holiday stories “Under the Christmas Tree” (2009) and “Midnight Confessions” (2010) plus the novella “Backward Glance” (1991). | by Robyn Carr | Ron Carr | 0.00 | Harlequin Mira | list(isbn10 = “0778316645”, isbn13 = “9780778316640”) | list(primary_isbn10 = c(“0778316645”, “0778316645”), primary_isbn13 = c(“9780778316640”, “9780778316640”), rank = c(18, 6), list_name = c(“Mass Market Paperback”, “Mass Market Paperback”), display_name = c(“Paperback Mass-Market Fiction”, “Paperback Mass-Market Fiction”), published_date = c(“2014-11-30”, “2014-11-16”), bestsellers_date = c(“2014-11-15”, “2014-11-01”), weeks_on_list = 0:1, ranks_last_week = c(NA, NA), asterisk = 0:1, dagger = c(0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | ——, THAT’S DELICIOUS | by Action Bronson with Rachel Wharton | Action Bronson with Rachel Wharton | 0.00 | Abrams | list(isbn10 = “1419726552”, isbn13 = “9781419726552”) | list(primary_isbn10 = “1419726552”, primary_isbn13 = “9781419726552”, rank = 9, list_name = “Advice How-To and Miscellaneous”, display_name = “Advice, How-To & Miscellaneous”, published_date = “2017-10-01”, bestsellers_date = “2017-09-16”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 0, dagger = 1) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | |||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | …and the Horse He Rode In On: The People V. Kenneth Starr | NA | NA | James Carville | NA | 0.00 | NA | NA | list(isbn10 = “0684857340”, isbn13 = “9780684857343”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/1998/10/18/books/preaching-to-the-converted.html”, article_chapter_link = NA) |
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | .HACK G.U. , VOL. 5 | This series, set in the future, is about an online, multiplayer game run amok. This volume concludes the tale. | by Hamazaki Tatsuya | Hamazaki Tatsuya | 10.99 | TOKYOPOP | list() | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | 1 Ragged Ridge Road | NA | NA | David Adams Richards | NA | 0.00 | NA | NA | list(isbn10 = “0671003542”, isbn13 = “9780671003548”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/1997/08/31/books/books-in-brief-fiction-747866.html”, article_chapter_link = NA) |
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | 1,000 PLACES TO SEE BEFORE YOU DIE | A guide for traveling the world; second edition updated with new entries. | by Patricia Schultz | Patricia Schultz | 0.00 | Workman | list(isbn10 = c(“0761156860”, “0761104844”), isbn13 = c(“9780761156864”, “9780761104841”)) | list(primary_isbn10 = c(“0761156860”, “0761156860”, “0761156860”), primary_isbn13 = c(“9780761156864”, “9780761156864”, “9780761156864”), rank = c(10, 8, 12), list_name = c(“Travel”, “Travel”, “Travel”), display_name = c(“Travel”, “Travel”, “Travel”), published_date = c(“2015-04-12”, “2015-03-15”, “2015-01-11”), bestsellers_date = c(“2015-03-28”, “2015-02-28”, “2014-12-27”), weeks_on_list = c(0, 0, 0), ranks_last_week = c(NA, NA, NA), asterisk = c(0, 0, 0), dagger = c(0, 0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| OK | Copyright (c) 2018 The New York Times Company. All Rights Reserved. | 31691 | 1,000 RECORDINGS TO HEAR BEFORE YOU DIE | Operas, rock albums, blues, classical music, world music and other essentials, from a musician and music journalist. | by Tom Moon | Tom Moon | 0.00 | Workman | list() | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) |
# Removing the first 3 columns as those are irrelevant here, and not needed
json_content_df <- json_content_df[, -(1:3)]
json_content_df %>% kable() %>% kable_styling()| results.title | results.description | results.contributor | results.author | results.contributor_note | results.price | results.age_group | results.publisher | results.isbns | results.ranks_history | results.reviews |
|---|---|---|---|---|---|---|---|---|---|---|
| “I GIVE YOU MY BODY …” | The author of the Outlander novels gives tips on writing sex scenes, drawing on examples from the books. | by Diana Gabaldon | Diana Gabaldon | 0.00 | Dell | list(isbn10 = “0399178570”, isbn13 = “9780399178573”) | list(primary_isbn10 = “0399178570”, primary_isbn13 = “9780399178573”, rank = 8, list_name = “Advice How-To and Miscellaneous”, display_name = “Advice, How-To & Miscellaneous”, published_date = “2016-09-04”, bestsellers_date = “2016-08-20”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 0, dagger = 0) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| “MOST BLESSED OF THE PATRIARCHS” | A character study that attempts to make sense of Jeffersons contradictions. | by Annette Gordon-Reed and Peter S. Onuf | Annette Gordon-Reed and Peter S Onuf | 0.00 | Liveright | list(isbn10 = “0871404427”, isbn13 = “9780871404428”) | list(primary_isbn10 = “0871404427”, primary_isbn13 = “9780871404428”, rank = 16, list_name = “Hardcover Nonfiction”, display_name = “Hardcover Nonfiction”, published_date = “2016-05-01”, bestsellers_date = “2016-04-16”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 1, dagger = 0) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| #ASKGARYVEE | The entrepreneur expands on subjects addressed on his Internet show, like marketing, management and social media. | by Gary Vaynerchuk | Gary Vaynerchuk | 0.00 | HarperCollins | list(isbn10 = c(“0062273124”, “0062273132”), isbn13 = c(“9780062273123”, “9780062273130”)) | list(primary_isbn10 = c(“0062273124”, “0062273124”), primary_isbn13 = c(“9780062273123”, “9780062273123”), rank = 5:6, list_name = c(“Business Books”, “Advice How-To and Miscellaneous”), display_name = c(“Business”, “Advice, How-To & Miscellaneous”), published_date = c(“2016-04-10”, “2016-03-27”), bestsellers_date = c(“2016-03-26”, “2016-03-12”), weeks_on_list = 0:1, ranks_last_week = c(NA, NA), asterisk = c(0, 0), dagger = c(1, 1)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| #GIRLBOSS | An online fashion retailer traces her path to success. | by Sophia Amoruso | Sophia Amoruso | 0.00 | Portfolio/Penguin/Putnam | list(isbn10 = c(“039916927X”, “1591847931”), isbn13 = c(“9780399169274”, “9781591847939”)) | list(primary_isbn10 = c(“1591847931”, “1591847931”, “1591847931”, “1591847931”, “039916927X”, “039916927X”, “039916927X”), primary_isbn13 = c(“9781591847939”, “9781591847939”, “9781591847939”, “9781591847939”, “9780399169274”, “9780399169274”, “9780399169274”), rank = c(8, 9, 9, 8, 10, 8, 14), list_name = c(“Business Books”, “Business Books”, “Business Books”, “Business Books”, “Business Books”, “Business Books”, “Advice How-To and Miscellaneous”), display_name = c(“Business”, “Business”, “Business”, “Business”, “Business”, “Business”, “Advice, How-To & Miscellaneous”), published_date = c(“2016-03-13”, “2016-01-17”, “2015-12-13”, “2015-11-15”, “2014-11-09”, “2014-10-12”, “2014-09-21”), bestsellers_date = c(“2016-02-27”, “2016-01-02”, “2015-11-28”, “2015-10-31”, “2014-10-25”, “2014-09-27”, “2014-09-06”), weeks_on_list = c(0, 0, 0, 0, 0, 0, 0), ranks_last_week = c(NA, NA, NA, NA, NA, NA, NA), asterisk = c(0, 0, 0, 0, 0, 0, 0), dagger = c(0, 0, 0, 0, 0, 0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| #NEVERAGAIN | Students from Marjory Stoneman Douglas High School describe the Valentine’s Day mass shooting and outline ways to prevent similar incidents. | by David Hogg and Lauren Hogg | David Hogg and Lauren Hogg | 0.00 | Random House | list(isbn10 = “198480183X”, isbn13 = “9781984801838”) | list(primary_isbn10 = “198480183X”, primary_isbn13 = “9781984801838”, rank = 9, list_name = “Paperback Nonfiction”, display_name = “Paperback Nonfiction”, published_date = “2018-07-08”, bestsellers_date = “2018-06-23”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 0, dagger = 0) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| $100 STARTUP | How to build a profitable start up for $100 or less and be your own boss. | by Chris Guillebeau | Chris Guillebeau | 23.00 | Crown Business | list(isbn10 = “0307951529”, isbn13 = “9780307951526”) | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| $20 PER GALLON | by Christopher Steiner | Christopher Steiner | 0.00 | Grand Central | list() | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | |||
| ’57, Chicago | NA | NA | Steve Monroe | NA | 0.00 | NA | NA | list(isbn10 = “0786867302”, isbn13 = “9780786867301”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/2001/07/29/books/books-in-brief-fiction-poetry-319660.html”, article_chapter_link = NA) |
| ‘ROCK OF AGES:’‘ROLLING STONE’‘HISTORY OF ROCK AND ROLL’ | NA | NA | GEOFFREY STOKES, KEN TUCKER’ ’ED WARD | NA | 0.00 | NA | NA | list(isbn10 = “0671630687”, isbn13 = “9780671630683”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/1986/12/28/books/three-chord-music-in-a-three-piece-suit.html”, article_chapter_link = NA) |
| ‘THE HIGH ROAD TO CHINA: GEORGE BOGLE, THE PANCHEN LAMA AND THE FIRST BRITISH EXPEDITION TO TIBET’ | NA | NA | KATE TELTSCHER | NA | 0.00 | NA | NA | list(isbn10 = “0374217009”, isbn13 = “9780374217006”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/2007/04/22/books/review/Stuart.t.html”, article_chapter_link = NA) |
| ’TIL DEATH | by Sharon Sala | Sharon Sala | 0.00 | Harlequin Mira | list(isbn10 = “0778314278”, isbn13 = “9780778314271”) | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | |||
| ’TIL DEATH DO US PART | A matchmaker in Victorian England turns to a crime novelist for help when she starts receiving a series of disturbingly personalized trinkets. | by Amanda Quick | Amanda Quick | 0.00 | Berkley | list(isbn10 = c(“069819361X”, “039917446X”), isbn13 = c(“9780698193611”, “9780399174469”)) | list(primary_isbn10 = c(“069819361X”, “069819361X”), primary_isbn13 = c(“9780698193611”, “9780698193611”), rank = c(9, 15), list_name = c(“E-Book Fiction”, “Combined Print and E-Book Fiction”), display_name = c(“E-Book Fiction”, “Combined Print & E-Book Fiction”), published_date = c(“2016-05-08”, “2016-05-08”), bestsellers_date = c(“2016-04-23”, “2016-04-23”), weeks_on_list = c(1, 1), ranks_last_week = c(NA, NA), asterisk = c(0, 0), dagger = c(0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| ’Til Faith Do Us Part: How Interfaith Marriage is Transforming America | NA | NA | Naomi Schaefer Riley | NA | 0.00 | NA | NA | list(isbn10 = “0199873747”, isbn13 = “9780199873746”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/2013/05/26/books/review/til-faith-do-us-part-by-naomi-schaefer-riley.html”, article_chapter_link = NA) |
| ’TIS THE SEASON | Two classic holiday stories “Under the Christmas Tree” (2009) and “Midnight Confessions” (2010) plus the novella “Backward Glance” (1991). | by Robyn Carr | Ron Carr | 0.00 | Harlequin Mira | list(isbn10 = “0778316645”, isbn13 = “9780778316640”) | list(primary_isbn10 = c(“0778316645”, “0778316645”), primary_isbn13 = c(“9780778316640”, “9780778316640”), rank = c(18, 6), list_name = c(“Mass Market Paperback”, “Mass Market Paperback”), display_name = c(“Paperback Mass-Market Fiction”, “Paperback Mass-Market Fiction”), published_date = c(“2014-11-30”, “2014-11-16”), bestsellers_date = c(“2014-11-15”, “2014-11-01”), weeks_on_list = 0:1, ranks_last_week = c(NA, NA), asterisk = 0:1, dagger = c(0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| ——, THAT’S DELICIOUS | by Action Bronson with Rachel Wharton | Action Bronson with Rachel Wharton | 0.00 | Abrams | list(isbn10 = “1419726552”, isbn13 = “9781419726552”) | list(primary_isbn10 = “1419726552”, primary_isbn13 = “9781419726552”, rank = 9, list_name = “Advice How-To and Miscellaneous”, display_name = “Advice, How-To & Miscellaneous”, published_date = “2017-10-01”, bestsellers_date = “2017-09-16”, weeks_on_list = 1, ranks_last_week = NA, asterisk = 0, dagger = 1) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | |||
| …and the Horse He Rode In On: The People V. Kenneth Starr | NA | NA | James Carville | NA | 0.00 | NA | NA | list(isbn10 = “0684857340”, isbn13 = “9780684857343”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/1998/10/18/books/preaching-to-the-converted.html”, article_chapter_link = NA) |
| .HACK G.U. , VOL. 5 | This series, set in the future, is about an online, multiplayer game run amok. This volume concludes the tale. | by Hamazaki Tatsuya | Hamazaki Tatsuya | 10.99 | TOKYOPOP | list() | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| 1 Ragged Ridge Road | NA | NA | David Adams Richards | NA | 0.00 | NA | NA | list(isbn10 = “0671003542”, isbn13 = “9780671003548”) | list() | list(book_review_link = “”, first_chapter_link = NA, sunday_review_link = “https://www.nytimes.com/1997/08/31/books/books-in-brief-fiction-747866.html”, article_chapter_link = NA) |
| 1,000 PLACES TO SEE BEFORE YOU DIE | A guide for traveling the world; second edition updated with new entries. | by Patricia Schultz | Patricia Schultz | 0.00 | Workman | list(isbn10 = c(“0761156860”, “0761104844”), isbn13 = c(“9780761156864”, “9780761104841”)) | list(primary_isbn10 = c(“0761156860”, “0761156860”, “0761156860”), primary_isbn13 = c(“9780761156864”, “9780761156864”, “9780761156864”), rank = c(10, 8, 12), list_name = c(“Travel”, “Travel”, “Travel”), display_name = c(“Travel”, “Travel”, “Travel”), published_date = c(“2015-04-12”, “2015-03-15”, “2015-01-11”), bestsellers_date = c(“2015-03-28”, “2015-02-28”, “2014-12-27”), weeks_on_list = c(0, 0, 0), ranks_last_week = c(NA, NA, NA), asterisk = c(0, 0, 0), dagger = c(0, 0, 0)) | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) | ||
| 1,000 RECORDINGS TO HEAR BEFORE YOU DIE | Operas, rock albums, blues, classical music, world music and other essentials, from a musician and music journalist. | by Tom Moon | Tom Moon | 0.00 | Workman | list() | list() | list(book_review_link = “”, first_chapter_link = “”, sunday_review_link = “”, article_chapter_link = “”) |