R_Week_9_Hmw_607_Web_APIs_Daniel_Thonn
** Assignment 607_Homework: R_Week_9d_Hmw_607_Web_APIs_Daniel_Thonn **
Summary of Assignment This assignment involves using Web APIs to obtain information from the New York Times
This Assignment requires the following:
1). R-Studio
The following R-packages are used: 1.tidyr 2.dplyr 3.ggplot2 4.httr 5.tidyjason 6.data.table
Steps to reproduce: 1). run the R-Studio file: R_607_Week_9d_Hmk_Web_APIs_Daniel_Thonn.Rmd
Setting up and Preparing the Environment
Load the libraries needed
#library(stringr)
library(tidyr)
#install.packages("dplyr")
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, union#install.packages("ggplot2")
library(ggplot2)
#install.packages("httr")
library(httr)
#install.packages("tidyjson")
library(tidyjson)
#install.packages("data.table")
library(data.table)## -------------------------------------------------------------------------## data.table + dplyr code now lives in dtplyr.
## Please library(dtplyr)!## -------------------------------------------------------------------------##
## Attaching package: 'data.table'## The following objects are masked from 'package:dplyr':
##
## between, lastObtain the Top Stories information from the New York Times API
# Store the api obtained from the New York Times developer website
nyt_api_key_1 <- "7ab87a92a91243eab8de8d7a867f1fa2"
# create the url interface
url_1 <- paste0("https://api.nytimes.com/svc/topstories/v2/home.json?")
url <- paste0(url_1,"&api-key=", nyt_api_key_1)
# Obtain the results using the the API
contents_1 <- GET(url = url)
contents_1## Response [https://api.nytimes.com/svc/topstories/v2/home.json?&api-key=7ab87a92a91243eab8de8d7a867f1fa2]
## Date: 2016-10-30 22:14
## Status: 200
## Content-Type: application/json
## Size: 62.2 kB# store the json information
json_1 <- httr::content(contents_1, type = "text", encoding = "UTF-8")
json_1## [1] "{\"status\":\"OK\",\"copyright\":\"Copyright (c) 2016 The New York Times Company. All Rights Reserved.\",\"section\":\"home\",\"last_updated\":\"2016-10-30T18:12:58-04:00\",\"num_results\":28,\"results\":[{\"section\":\"Briefing\",\"subsection\":\"\",\"title\":\"Clinton, Mosul, Pirate Party: Your Monday Briefing\",\"abstract\":\"Here\\u2019s what you need to know to start your day.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/briefing\\/asia-briefing.html\",\"byline\":\"By CHARLES McDERMID\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T16:23:46-04:00\",\"created_date\":\"2016-10-30T16:23:49-04:00\",\"published_date\":\"2016-10-30T16:23:49-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[],\"org_facet\":[],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/nytnow\\/31BRIEFING-asia-slide-D349\\/31BRIEFING-asia-slide-D349-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"\",\"copyright\":\"Doug Mills\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/nytnow\\/31BRIEFING-asia-slide-D349\\/31BRIEFING-asia-slide-D349-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"\",\"copyright\":\"Doug Mills\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/nytnow\\/31BRIEFING-asia-slide-D349\\/31BRIEFING-asia-slide-D349-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"\",\"copyright\":\"Doug Mills\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/nytnow\\/31BRIEFING-asia-slide-D349\\/31BRIEFING-asia-slide-D349-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"\",\"copyright\":\"Doug Mills\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/nytnow\\/31BRIEFING-asia-slide-D349\\/31BRIEFING-asia-slide-D349-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1366,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"\",\"copyright\":\"Doug Mills\\/The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2e29PZk\"},{\"section\":\"U.S.\",\"subsection\":\"Politics\",\"title\":\"10 Questions (and Answers) About New Email Trove\",\"abstract\":\"Many voters are puzzling over what to make of a case involving Hillary Clinton\\u2019s email server, a disgraced congressman, and a dispute among top law enforcement officials. Here\\u2019s what we know so far.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/us\\/politics\\/fbi-hillary-clinton-emails.html\",\"byline\":\"By MICHAEL S. SCHMIDT and MATT APUZZO\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T13:30:07-04:00\",\"created_date\":\"2016-10-30T13:14:14-04:00\",\"published_date\":\"2016-10-30T13:14:14-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Presidential Election of 2016\"],\"org_facet\":[\"Federal Bureau of Investigation\"],\"per_facet\":[\"Clinton, Hillary Rodham\",\"Comey, James B\",\"Weiner, Anthony D\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31QandA-web\\/31QandA-web-thumbStandard-v3.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, testifying on Capitol Hill in July.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31QandA-web\\/31QandA-web-thumbLarge-v3.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, testifying on Capitol Hill in July.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31QandA-web\\/31QandA-web-articleInline-v3.jpg\",\"format\":\"Normal\",\"height\":125,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, testifying on Capitol Hill in July.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31QandA-web\\/31QandA-web-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, testifying on Capitol Hill in July.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31QandA-web\\/31QandA-web-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, testifying on Capitol Hill in July.\",\"copyright\":\"Al Drago\\/The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dT2NuM\"},{\"section\":\"U.S.\",\"subsection\":\"Politics\",\"title\":\"Justice Department Seeks Quick Warrant to Review Emails\",\"abstract\":\"Investigators hope to review as many of Huma Abedin\\u2019s emails as possible before Election Day, though it remained unclear whether they could finish their work by then.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/us\\/politics\\/justice-department-warrant-clinton-abedin-fbi.html\",\"byline\":\"By MATT APUZZO and MICHAEL S. SCHMIDT\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T17:46:43-04:00\",\"created_date\":\"2016-10-30T17:46:44-04:00\",\"published_date\":\"2016-10-30T17:46:44-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"E-Mail\",\"Classified Information and State Secrets\",\"Search and Seizure\"],\"org_facet\":[],\"per_facet\":[\"Clinton, Hillary Rodham\",\"Abedin, Huma\"],\"geo_facet\":[],\"multimedia\":[],\"short_url\":\"http:\\/\\/nyti.ms\\/2e2ifQo\"},{\"section\":\"U.S.\",\"subsection\":\"Politics\",\"title\":\"Campaigns Shift Focus to F.B.I. Director in Sunday Show Appearances\",\"abstract\":\"The campaigns battled over the director\\u2019s conduct and personal credibility \\u2014 with only scant insight into the substance behind the new Clinton email inquiry.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/us\\/politics\\/donald-trump-hillary-clinton-james-comey.html\",\"byline\":\"By ALEXANDER BURNS\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T14:08:15-04:00\",\"created_date\":\"2016-10-30T14:08:18-04:00\",\"published_date\":\"2016-10-30T14:08:18-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Presidential Election of 2016\"],\"org_facet\":[],\"per_facet\":[\"Comey, James B\",\"Clinton, Hillary Rodham\",\"Pence, Mike\",\"Trump, Donald J\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31CAMPAIGNweb1\\/31CAMPAIGNweb1-thumbStandard-v3.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas.\",\"copyright\":\"Stephen Crowley\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31CAMPAIGNweb1\\/31CAMPAIGNweb1-thumbLarge-v3.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas.\",\"copyright\":\"Stephen Crowley\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31CAMPAIGNweb1\\/31CAMPAIGNweb1-articleInline-v3.jpg\",\"format\":\"Normal\",\"height\":126,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas.\",\"copyright\":\"Stephen Crowley\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31CAMPAIGNweb1\\/31CAMPAIGNweb1-mediumThreeByTwo210-v3.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas.\",\"copyright\":\"Stephen Crowley\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/us\\/31CAMPAIGNweb1\\/31CAMPAIGNweb1-superJumbo-v3.jpg\",\"format\":\"superJumbo\",\"height\":1360,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas.\",\"copyright\":\"Stephen Crowley\\/The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dT9exT\"},{\"section\":\"U.S.\",\"subsection\":\"Politics\",\"title\":\"Hillary Clinton Assails James Comey, Calling Email Decision \\u2018Deeply Troubling\\u2019\",\"abstract\":\"Mrs. Clinton\\u2019s campaign opened a coordinated attack on Mr. Comey, the F.B.I. director, accusing him of smearing her with innuendo late in the race.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/30\\/us\\/politics\\/hillary-clinton-emails-fbi-anthony-weiner.html\",\"byline\":\"By PATRICK HEALY and JONATHAN MARTIN\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-29T18:11:50-04:00\",\"created_date\":\"2016-10-29T12:37:45-04:00\",\"published_date\":\"2016-10-29T12:37:45-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Presidential Election of 2016\",\"E-Mail\",\"Classified Information and State Secrets\"],\"org_facet\":[\"Federal Bureau of Investigation\"],\"per_facet\":[\"Clinton, Hillary Rodham\",\"Comey, James B\",\"Trump, Donald J\"],\"geo_facet\":[],\"multimedia\":[],\"short_url\":\"http:\\/\\/nyti.ms\\/2dY9VBe\"},{\"section\":\"U.S.\",\"subsection\":\"Politics\",\"title\":\"Justice Dept. Strongly Discouraged Comey on Move in Clinton Email Case\",\"abstract\":\"Senior officials warned the F.B.I. director on policies against talking about current criminal investigations or being seen as meddling in elections.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/30\\/us\\/politics\\/comey-clinton-email-justice.html\",\"byline\":\"By MATT APUZZO, ADAM GOLDMAN, MICHAEL S. SCHMIDT and WILLIAM K. RASHBAUM\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-29T19:19:55-04:00\",\"created_date\":\"2016-10-29T12:26:19-04:00\",\"published_date\":\"2016-10-29T12:26:19-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Presidential Election of 2016\",\"Classified Information and State Secrets\",\"E-Mail\"],\"org_facet\":[\"Federal Bureau of Investigation\",\"Justice Department\"],\"per_facet\":[\"Clinton, Hillary Rodham\",\"Comey, James B\",\"Abedin, Huma\",\"Weiner, Anthony D\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30FBI\\/30FBI-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, in July. His letter to Congress on Friday opened him to fierce criticism.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30FBI\\/30FBI-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, in July. His letter to Congress on Friday opened him to fierce criticism.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30FBI\\/30FBI-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, in July. His letter to Congress on Friday opened him to fierce criticism.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30FBI\\/30FBI-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, in July. His letter to Congress on Friday opened him to fierce criticism.\",\"copyright\":\"Al Drago\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30FBI\\/30FBI-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"James B. Comey, the F.B.I. director, in July. His letter to Congress on Friday opened him to fierce criticism.\",\"copyright\":\"Al Drago\\/The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dY4ja0\"},{\"section\":\"U.S.\",\"subsection\":\"Politics\",\"title\":\"For Democrats, Anthony Weiner Makes an Unwelcome Return\",\"abstract\":\"In the campaign\\u2019s waning days, the disgraced congressman is at the center of the F.B.I.\\u2019s renewed interest in Hillary Clinton\\u2019s private email server.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/us\\/politics\\/anthony-weiner-democratic-reaction.html\",\"byline\":\"By MAGGIE HABERMAN and ALEXANDER BURNS\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T12:04:40-04:00\",\"created_date\":\"2016-10-30T12:04:43-04:00\",\"published_date\":\"2016-10-30T12:04:43-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Presidential Election of 2016\"],\"org_facet\":[\"Democratic Party\"],\"per_facet\":[\"Weiner, Anthony D\",\"Abedin, Huma\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/31WEINERDEMS\\/31WEINERDEMS-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Some Democrats fear that Anthony Weiner might hurt the party\\u2019s chances in next week\\u2019s election.\",\"copyright\":\"Damon Winter\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/31WEINERDEMS\\/31WEINERDEMS-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Some Democrats fear that Anthony Weiner might hurt the party\\u2019s chances in next week\\u2019s election.\",\"copyright\":\"Damon Winter\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/31WEINERDEMS\\/31WEINERDEMS-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Some Democrats fear that Anthony Weiner might hurt the party\\u2019s chances in next week\\u2019s election.\",\"copyright\":\"Damon Winter\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/31WEINERDEMS\\/31WEINERDEMS-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Some Democrats fear that Anthony Weiner might hurt the party\\u2019s chances in next week\\u2019s election.\",\"copyright\":\"Damon Winter\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/31WEINERDEMS\\/31WEINERDEMS-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Some Democrats fear that Anthony Weiner might hurt the party\\u2019s chances in next week\\u2019s election.\",\"copyright\":\"Damon Winter\\/The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2e1wchs\"},{\"section\":\"U.S.\",\"subsection\":\"Politics\",\"title\":\"Two Candidates Vie for One House Seat (for the Fourth Time)\",\"abstract\":\"Frank Guinta, a Republican, and Carol Shea-Porter, a Democrat, have been in a tug of war over a congressional seat that one of them has held for a decade.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/30\\/us\\/politics\\/two-candidates-vie-for-one-house-seat-for-the-fourth-time.html\",\"byline\":\"By JESS BIDGOOD\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-29T17:59:56-04:00\",\"created_date\":\"2016-10-29T17:59:58-04:00\",\"published_date\":\"2016-10-29T17:59:58-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Elections, House of Representatives\"],\"org_facet\":[],\"per_facet\":[\"Guinta, Frank\",\"Shea-Porter, Carol\"],\"geo_facet\":[\"New Hampshire\"],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/us\\/00otg-tradingplaces\\/00otg-tradingplaces-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A candidate forum in 2014 in Greenland, N.H., with Carol Shea-Porter, then a United States representative, and Frank Guinta, right.\",\"copyright\":\"Cheryl Senter for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/us\\/00otg-tradingplaces\\/00otg-tradingplaces-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A candidate forum in 2014 in Greenland, N.H., with Carol Shea-Porter, then a United States representative, and Frank Guinta, right.\",\"copyright\":\"Cheryl Senter for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/us\\/00otg-tradingplaces\\/00otg-tradingplaces-articleInline.jpg\",\"format\":\"Normal\",\"height\":137,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A candidate forum in 2014 in Greenland, N.H., with Carol Shea-Porter, then a United States representative, and Frank Guinta, right.\",\"copyright\":\"Cheryl Senter for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/us\\/00otg-tradingplaces\\/00otg-tradingplaces-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A candidate forum in 2014 in Greenland, N.H., with Carol Shea-Porter, then a United States representative, and Frank Guinta, right.\",\"copyright\":\"Cheryl Senter for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/us\\/00otg-tradingplaces\\/00otg-tradingplaces-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1474,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A candidate forum in 2014 in Greenland, N.H., with Carol Shea-Porter, then a United States representative, and Frank Guinta, right.\",\"copyright\":\"Cheryl Senter for The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dYPMLe\"},{\"section\":\"World\",\"subsection\":\"Europe\",\"title\":\"Powerful Earthquake Hits an Already Rattled Italy\",\"abstract\":\"The temblor, with a reported magnitude of 6.5, caused fresh damage to towns hit by recent quakes, but few injuries were reported.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/world\\/europe\\/italy-earthquake-norcia.html\",\"byline\":\"By ELISABETTA POVOLEDO\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T08:43:52-04:00\",\"created_date\":\"2016-10-30T05:45:38-04:00\",\"published_date\":\"2016-10-30T05:45:38-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Earthquakes\",\"Accidents and Safety\"],\"org_facet\":[],\"per_facet\":[],\"geo_facet\":[\"Italy\",\"Amatrice (Italy)\"],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/world\\/europe\\/31italy-photo2\\/31italy-photo2-thumbStandard-v3.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Nuns stand next to a partially collapsed wall in Norcia, Italy, after an earthquake on Sunday.\",\"copyright\":\"Remo Casilli\\/Reuters\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/world\\/europe\\/31italy-photo2\\/31italy-photo2-thumbLarge-v3.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Nuns stand next to a partially collapsed wall in Norcia, Italy, after an earthquake on Sunday.\",\"copyright\":\"Remo Casilli\\/Reuters\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/world\\/europe\\/31italy-photo2\\/31italy-photo2-articleInline-v3.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Nuns stand next to a partially collapsed wall in Norcia, Italy, after an earthquake on Sunday.\",\"copyright\":\"Remo 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Kirkpatrick for The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dSGqpa\"},{\"section\":\"Real Estate\",\"subsection\":\"\",\"title\":\"How you can create space in a tiny home\",\"abstract\":\"With careful planning, a tiny home doesn\\u2019t have to be stressful.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/21\\/realestate\\/how-you-can-create-space-in-a-tiny-home.html\",\"byline\":\"By REMY TUMIN\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-20T11:22:30-04:00\",\"created_date\":\"2016-10-20T11:22:33-04:00\",\"published_date\":\"2016-10-20T11:22:33-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Interior Design and Furnishings\",\"Storage\"],\"org_facet\":[],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/21\\/realestate\\/21space2\\/21space2-thumbStandard-v2.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Julia Haney Montanez, an interior designer living Manhattan\\u2019s Chelsea neighborhood, maximizes space with folding chairs.\",\"copyright\":\"Hiroko Masuike\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/21\\/realestate\\/21space2\\/21space2-thumbLarge-v2.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Julia Haney Montanez, an interior designer living Manhattan\\u2019s Chelsea neighborhood, maximizes space with folding chairs.\",\"copyright\":\"Hiroko Masuike\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/21\\/realestate\\/21space2\\/21space2-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Julia Haney Montanez, an interior designer living Manhattan\\u2019s Chelsea neighborhood, maximizes space with folding chairs.\",\"copyright\":\"Hiroko Masuike\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/21\\/realestate\\/21space2\\/21space2-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Julia Haney Montanez, an interior designer living Manhattan\\u2019s Chelsea neighborhood, maximizes space with folding chairs.\",\"copyright\":\"Hiroko Masuike\\/The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/21\\/realestate\\/21space2\\/21space2-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Julia Haney Montanez, an interior designer living Manhattan\\u2019s Chelsea neighborhood, maximizes space with folding chairs.\",\"copyright\":\"Hiroko Masuike\\/The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2ekwJiZ\"},{\"section\":\"Science\",\"subsection\":\"\",\"title\":\"Why Does Fall Foliage Turn So Red and Fiery? It Depends.\",\"abstract\":\"Many of the hypotheses for why leaves turn red before they fall off trees in the autumn sound contradictory.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/26\\/science\\/leaves-fall-foliage-colors-red.html\",\"byline\":\"By JOANNA KLEIN\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-25T14:25:33-04:00\",\"created_date\":\"2016-10-25T14:25:36-04:00\",\"published_date\":\"2016-10-25T14:25:36-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Autumn (Season)\",\"Forests and Forestry\",\"Trees and Shrubs\",\"Biology and Biochemistry\"],\"org_facet\":[],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/science\\/26tb-foliage\\/26tb-foliage-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Treetops near Song Mountain in Tully, N.Y., last week.\",\"copyright\":\"Lauren Long\\/The Syracuse Newspapers, via Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/science\\/26tb-foliage\\/26tb-foliage-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Treetops near Song Mountain in Tully, N.Y., last week.\",\"copyright\":\"Lauren Long\\/The Syracuse Newspapers, via Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/26\\/science\\/26tb-foliage\\/26tb-foliage-articleInline.jpg\",\"format\":\"Normal\",\"height\":107,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Treetops near Song Mountain in Tully, N.Y., last week.\",\"copyright\":\"Lauren Long\\/The Syracuse Newspapers, via Associated 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and Benedict Cumberbatch in “Doctor Strange.”\",\"copyright\":\"Jay Maidment\\/Marvel and Disney, via Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/arts\\/30STRANGE1\\/30STRANGE1-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1363,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Tilda Swinton and Benedict Cumberbatch in “Doctor Strange.”\",\"copyright\":\"Jay Maidment\\/Marvel and Disney, via Associated Press\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dMz7iL\"},{\"section\":\"Multimedia\\/Photos\",\"subsection\":\"\",\"title\":\"Harlem’s Rich History, Inside House’s Barbershop\",\"abstract\":\"When Jeffrey Henson Scales moved to Harlem, a friend suggested he stop taking pictures on the street and go indoors, where rich traditions live on.\",\"url\":\"http:\\/\\/lens.blogs.nytimes.com\\/2016\\/10\\/27\\/harlems-rich-history-inside-houses-barbershop\\/\",\"byline\":\"By JEFFREY HENSON SCALES\",\"item_type\":\"Blogpost\",\"updated_date\":\"2016-10-27T08:00:29+00:00\",\"created_date\":\"2016-10-27T04:00:26-04:00\",\"published_date\":\"2016-10-27T04:00:26-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[],\"org_facet\":[],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[],\"short_url\":\"http:\\/\\/nyti.ms\\/2dKSDMy\"},{\"section\":\"Sports\",\"subsection\":\"Baseball\",\"title\":\"World Series Ticket to Wrigley Fulfills a 71-Year-Old Promise by Brothers\",\"abstract\":\"In 1945, Frank Colletti\\u2019s brothers went to the World Series without him but vowed they would take him to the Cubs\\u2019 next one. On Friday, his nephew did.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/sports\\/baseball\\/world-series-ticket-to-wrigley-fulfills-a-71-year-old-promise-by-brothers.html\",\"byline\":\"By DAVID WALDSTEIN\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T13:50:52-04:00\",\"created_date\":\"2016-10-30T13:50:54-04:00\",\"published_date\":\"2016-10-30T13:50:54-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Baseball\"],\"org_facet\":[\"Chicago Cubs\",\"Los Angeles Dodgers\"],\"per_facet\":[\"Colletti, Ned Jr\",\"Colletti, Frank (1934- )\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/sports\\/31ancestry-web1\\/31ancestry-web1-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"The Dodgers executive Ned Colletti, left, and his uncle, Frank Colletti, outside Wrigley Field before World Series Game 3 on Friday night.\",\"copyright\":\"David Kasnic for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/sports\\/31ancestry-web1\\/31ancestry-web1-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"The Dodgers executive Ned Colletti, left, and his uncle, Frank Colletti, outside Wrigley Field before World Series Game 3 on Friday night.\",\"copyright\":\"David Kasnic for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/sports\\/31ancestry-web1\\/31ancestry-web1-articleInline.jpg\",\"format\":\"Normal\",\"height\":152,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"The Dodgers executive Ned Colletti, left, and his uncle, Frank Colletti, outside Wrigley Field before World Series Game 3 on Friday night.\",\"copyright\":\"David Kasnic for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/sports\\/31ancestry-web1\\/31ancestry-web1-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"The Dodgers executive Ned Colletti, left, and his uncle, Frank Colletti, outside Wrigley Field before World Series Game 3 on Friday night.\",\"copyright\":\"David Kasnic for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/sports\\/31ancestry-web1\\/31ancestry-web1-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1638,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"The Dodgers executive Ned Colletti, left, and his uncle, Frank Colletti, outside Wrigley Field before World Series Game 3 on Friday night.\",\"copyright\":\"David Kasnic for The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dT7xAH\"},{\"section\":\"Sports\",\"subsection\":\"Baseball\",\"title\":\"A Narrow Path of Hope Remains for the Cubs\",\"abstract\":\"\\u201cIt\\u2019s just been abnormal in some ways,\\u201d Cubs Manager Joe Maddon said of how the Indians have flummoxed opponents while marching through the playoffs and to within one win of claiming the World Series.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/sports\\/baseball\\/chicago-cubs-comeback-world-series.html\",\"byline\":\"By TYLER KEPNER\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T03:03:42-04:00\",\"created_date\":\"2016-10-30T03:03:44-04:00\",\"published_date\":\"2016-10-30T03:03:44-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"World Series\",\"Baseball\"],\"org_facet\":[\"Chicago Cubs\",\"Cleveland Indians\"],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/sports\\/31tyler-web1\\/31tyler-web1-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A Cubs fan at Wrigley Field after the Indians\\u2019 Game 4 victory.\",\"copyright\":\"Kiichiro Sato\\/Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/sports\\/31tyler-web1\\/31tyler-web1-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A Cubs fan at Wrigley Field after the Indians\\u2019 Game 4 victory.\",\"copyright\":\"Kiichiro Sato\\/Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/sports\\/31tyler-web1\\/31tyler-web1-articleInline.jpg\",\"format\":\"Normal\",\"height\":253,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A Cubs fan at Wrigley Field after the Indians\\u2019 Game 4 victory.\",\"copyright\":\"Kiichiro Sato\\/Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/sports\\/31tyler-web1\\/31tyler-web1-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A Cubs fan at Wrigley Field after the Indians\\u2019 Game 4 victory.\",\"copyright\":\"Kiichiro Sato\\/Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/sports\\/31tyler-web1\\/31tyler-web1-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":2048,\"width\":1536,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A Cubs fan at Wrigley Field after the Indians\\u2019 Game 4 victory.\",\"copyright\":\"Kiichiro Sato\\/Associated Press\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dZVbBL\"},{\"section\":\"World\",\"subsection\":\"Asia Pacific\",\"title\":\"Seeking Lower Rent, Chinese Artists Cut Path for Themselves Outside Beijing\",\"abstract\":\"Yanjiao, a city of about 300,000 near Beijing, has become a low-cost spot from which young artists can chase their dreams.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/world\\/asia\\/yanjiao-chinese-artists-lower-rent.html\",\"byline\":\"By EMILY FENG\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T09:25:03-04:00\",\"created_date\":\"2016-10-30T09:25:05-04:00\",\"published_date\":\"2016-10-30T09:25:05-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Art\",\"Renting and Leasing (Real Estate)\",\"Area Planning and Renewal\",\"Gentrification\",\"Urban Areas\"],\"org_facet\":[],\"per_facet\":[],\"geo_facet\":[\"Yanjiao (China)\"],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/20\\/arts\\/00yanjiao01\\/00yanjiao01-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A student on the satellite campus of the Central Academy of Fine Arts in Yanjiao. The city of about 300,000 has become a low-cost spot from which artists can chase their dreams.\",\"copyright\":\"Xaume Olleros for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/20\\/arts\\/00yanjiao01\\/00yanjiao01-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A student on the satellite campus of the Central Academy of Fine Arts in Yanjiao. The city of about 300,000 has become a low-cost spot from which artists can chase their dreams.\",\"copyright\":\"Xaume Olleros for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/20\\/arts\\/00yanjiao01\\/00yanjiao01-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A student on the satellite campus of the Central Academy of Fine Arts in Yanjiao. The city of about 300,000 has become a low-cost spot from which artists can chase their dreams.\",\"copyright\":\"Xaume Olleros for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/20\\/arts\\/00yanjiao01\\/00yanjiao01-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A student on the satellite campus of the Central Academy of Fine Arts in Yanjiao. The city of about 300,000 has become a low-cost spot from which artists can chase their dreams.\",\"copyright\":\"Xaume Olleros for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/20\\/arts\\/00yanjiao01\\/00yanjiao01-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1364,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"A student on the satellite campus of the Central Academy of Fine Arts in Yanjiao. The city of about 300,000 has become a low-cost spot from which artists can chase their dreams.\",\"copyright\":\"Xaume Olleros for The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dSFdhG\"},{\"section\":\"Business Day\",\"subsection\":\"\",\"title\":\"Doubts About the Promised Bounty of Genetically Modified Crops\",\"abstract\":\"Higher yields with less pesticides was the sales pitch for genetically modified seeds. But that has not proved to be the outcome in the United States.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/30\\/business\\/gmo-promise-falls-short.html\",\"byline\":\"By DANNY HAKIM\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-29T12:01:27-04:00\",\"created_date\":\"2016-10-29T12:01:30-04:00\",\"published_date\":\"2016-10-29T12:01:30-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Genetically Modified Food (GMOs)\",\"Biotechnology and Bioengineering\",\"Defoliants and Herbicides\",\"Pesticides\"],\"org_facet\":[\"Bayer AG\",\"Dow Chemical Company\",\"European Union\",\"Syngenta AG\",\"Monsanto Company\",\"Agriculture Department\"],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/09\\/16\\/business\\/GMO1\\/00CHEMCROP1-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Arnaud Rousseau, a sixth-generation farmer in France, in a field of rapeseed. Twenty years ago, Europe largely rejected genetic modification at the same time the United States and Canada were embracing it.\",\"copyright\":\"Ed Alcock for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/09\\/16\\/business\\/GMO1\\/00CHEMCROP1-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Arnaud Rousseau, a sixth-generation farmer in France, in a field of rapeseed. Twenty years ago, Europe largely rejected genetic modification at the same time the United States and Canada were embracing it.\",\"copyright\":\"Ed Alcock for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/09\\/16\\/business\\/GMO1\\/GMO1-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Arnaud Rousseau, a sixth-generation farmer in France, in a field of rapeseed. Twenty years ago, Europe largely rejected genetic modification at the same time the United States and Canada were embracing it.\",\"copyright\":\"Ed Alcock for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/09\\/16\\/business\\/GMO1\\/GMO1-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Arnaud Rousseau, a sixth-generation farmer in France, in a field of rapeseed. Twenty years ago, Europe largely rejected genetic modification at the same time the United States and Canada were embracing it.\",\"copyright\":\"Ed Alcock for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/09\\/16\\/business\\/GMO1\\/GMO1-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Arnaud Rousseau, a sixth-generation farmer in France, in a field of rapeseed. Twenty years ago, Europe largely rejected genetic modification at the same time the United States and Canada were embracing it.\",\"copyright\":\"Ed Alcock for The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dR9DRr\"},{\"section\":\"Business Day\",\"subsection\":\"Media\",\"title\":\"Media\\u2019s Odd Couple: Proudly Freewheeling HBO and Buttoned-Up AT&T\",\"abstract\":\"The telecom giant says it will not interfere with the network, which embraces sex and violence and spends money at will. But the union might not be that simple.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/business\\/media\\/new-media-odd-couple-hbo-att.html\",\"byline\":\"By JOHN KOBLIN\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T14:42:33-04:00\",\"created_date\":\"2016-10-30T14:42:35-04:00\",\"published_date\":\"2016-10-30T14:42:35-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Mergers, Acquisitions and Divestitures\",\"Media\"],\"org_facet\":[\"Home Box Office\",\"AT&T Inc\"],\"per_facet\":[\"Plepler, Richard\",\"Stephenson, Randall L\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/business\\/31HBO\\/31HBO-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Richard Plepler, above, the head of HBO, met his potential new boss, the AT&T chief executive Randall Stephenson, for the first time this month.\",\"copyright\":\"Jesse Dittmar for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/business\\/31HBO\\/31HBO-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Richard Plepler, above, the head of HBO, met his potential new boss, the AT&T chief executive Randall Stephenson, for the first time this month.\",\"copyright\":\"Jesse Dittmar for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/business\\/31HBO\\/31HBO-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Richard Plepler, above, the head of HBO, met his potential new boss, the AT&T chief executive Randall Stephenson, for the first time this month.\",\"copyright\":\"Jesse Dittmar for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/business\\/31HBO\\/31HBO-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Richard Plepler, above, the head of HBO, met his potential new boss, the AT&T chief executive Randall Stephenson, for the first time this month.\",\"copyright\":\"Jesse Dittmar for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/business\\/31HBO\\/31HBO-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Richard Plepler, above, the head of HBO, met his potential new boss, the AT&T chief executive Randall Stephenson, for the first time this month.\",\"copyright\":\"Jesse Dittmar for The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dT8zN6\"},{\"section\":\"World\",\"subsection\":\"Asia Pacific\",\"title\":\"Fire, Film, Tweet: The Taliban\\u2019s New Way of War\",\"abstract\":\"Increasingly, the Taliban rely on their front-line fighters not only to strike at the Afghan security forces, but also to record the moment and share it.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/world\\/asia\\/fire-film-tweet-the-talibans-new-way-of-war.html\",\"byline\":\"By MUJIB MASHAL\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T05:00:20-04:00\",\"created_date\":\"2016-10-30T05:00:22-04:00\",\"published_date\":\"2016-10-30T05:00:22-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"vis-multimedia\",\"Afghanistan War (2001-14)\",\"Social Media\",\"Video Recordings, Downloads and Streaming\"],\"org_facet\":[\"Taliban\"],\"per_facet\":[],\"geo_facet\":[\"Afghanistan\"],\"multimedia\":[],\"short_url\":\"http:\\/\\/nyti.ms\\/2e0vBMX\"},{\"section\":\"U.S.\",\"subsection\":\"\",\"title\":\"No Kegs, No Liquor: College Crackdown Targets Drinking and Sexual Assault\",\"abstract\":\"Dozens of universities have introduced stricter rules on alcohol, especially at fraternities. We sent reporters to five campuses to examine the new measures.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/30\\/us\\/college-crackdown-drinking-sexual-assault.html\",\"byline\":\"By THE NEW YORK TIMES\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-29T05:00:47-04:00\",\"created_date\":\"2016-10-29T05:00:50-04:00\",\"published_date\":\"2016-10-29T05:00:50-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Colleges and Universities\",\"Alcohol Abuse\",\"Sex Crimes\",\"Fraternities and Sororities\",\"Parties (Social)\",\"Football (College)\"],\"org_facet\":[\"Indiana University\",\"Stanford University\",\"University of Michigan\",\"Boston University\",\"Ohio State University\"],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30drinking1\\/19drinking1-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Empty drinks at Kilroy’s on Kirkwood, one of the most popular college bars in the country, in Bloomington, Ind.\",\"copyright\":\"Maddie McGarvey for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30drinking1\\/19drinking1-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Empty drinks at Kilroy’s on Kirkwood, one of the most popular college bars in the country, in Bloomington, Ind.\",\"copyright\":\"Maddie McGarvey for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30drinking1\\/19drinking1-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Empty drinks at Kilroy’s on Kirkwood, one of the most popular college bars in the country, in Bloomington, Ind.\",\"copyright\":\"Maddie McGarvey for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30drinking1\\/19drinking1-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Empty drinks at Kilroy’s on Kirkwood, one of the most popular college bars in the country, in Bloomington, Ind.\",\"copyright\":\"Maddie McGarvey for The New York Times\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/us\\/30drinking1\\/19drinking1-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Empty drinks at Kilroy’s on Kirkwood, one of the most popular college bars in the country, in Bloomington, Ind.\",\"copyright\":\"Maddie McGarvey for The New York Times\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dQByB2\"},{\"section\":\"Science\",\"subsection\":\"\",\"title\":\"A Scaredy-Cat\\u2019s Investigation Into Why People Enjoy Fear\",\"abstract\":\"Each person\\u2019s threshold for experiences that provoke fear, like Halloween haunted houses, is made up of a unique recipe that blends nature and nurture.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/29\\/science\\/why-do-people-liked-being-scared.html\",\"byline\":\"By STEPH YIN\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-28T13:41:32-04:00\",\"created_date\":\"2016-10-28T13:41:35-04:00\",\"published_date\":\"2016-10-28T13:41:35-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Fear (Emotion)\",\"Halloween\",\"Psychology and Psychologists\"],\"org_facet\":[],\"per_facet\":[],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/29\\/science\\/28TB-FEAR\\/28TB-FEAR-thumbStandard.jpg\",\"format\":\"Standard 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Images\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/29\\/science\\/28TB-FEAR\\/28TB-FEAR-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1363,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"\",\"copyright\":\"Flashpop\\/Getty Images\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dU9nMs\"},{\"section\":\"Movies\",\"subsection\":\"\",\"title\":\"\\u2018Inferno\\u2019 Is Director Ron Howard\\u2019s Fourth Domestic Flop\",\"abstract\":\"\\u201cMoonlight,\\u201d a meditative film with a microscopic budget and a new director, Barry Jenkins, blew off art house doors.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/31\\/movies\\/inferno-is-director-ron-howards-fourth-domestic-flop.html\",\"byline\":\"By BROOKS BARNES\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-30T13:00:53-04:00\",\"created_date\":\"2016-10-30T13:00:53-04:00\",\"published_date\":\"2016-10-30T13:00:53-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Movies\",\"Boo! A Madea Halloween (Movie)\",\"Inferno (Movie)\",\"Moonlight (Movie)\"],\"org_facet\":[\"Sony Pictures Entertainment\"],\"per_facet\":[\"Howard, Ron\",\"Jenkins, Barry\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/arts\\/31BOX\\/31BOX-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Tom Hanks and Felicity Jones in Ron Howard\\u2019s \\u201cInferno,\\u201d which did poorly at North American movie theaters over the weekend.\",\"copyright\":\"Jonathan Prime\\/Sony Pictures, via Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/arts\\/31BOX\\/31BOX-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Tom Hanks and Felicity Jones in Ron Howard\\u2019s \\u201cInferno,\\u201d which did poorly at North American movie theaters over the weekend.\",\"copyright\":\"Jonathan Prime\\/Sony Pictures, via Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/arts\\/31BOX\\/31BOX-articleInline.jpg\",\"format\":\"Normal\",\"height\":129,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Tom Hanks and Felicity Jones in Ron Howard\\u2019s \\u201cInferno,\\u201d which did poorly at North American movie theaters over the weekend.\",\"copyright\":\"Jonathan Prime\\/Sony Pictures, via Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/arts\\/31BOX\\/31BOX-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Tom Hanks and Felicity Jones in Ron Howard\\u2019s \\u201cInferno,\\u201d which did poorly at North American movie theaters over the weekend.\",\"copyright\":\"Jonathan Prime\\/Sony Pictures, via Associated Press\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/31\\/arts\\/31BOX\\/31BOX-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1391,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Tom Hanks and Felicity Jones in Ron Howard\\u2019s \\u201cInferno,\\u201d which did poorly at North American movie theaters over the weekend.\",\"copyright\":\"Jonathan Prime\\/Sony Pictures, via Associated Press\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dSYIqA\"},{\"section\":\"Fashion & Style\",\"subsection\":\"\",\"title\":\"The Breakaway Bride\",\"abstract\":\"Millennial brides, with their free-spirited tastes, are rewriting the style rules to suit themselves. The industry is taking note.\",\"url\":\"http:\\/\\/www.nytimes.com\\/2016\\/10\\/30\\/fashion\\/unique-wedding-dresses-millennial-bride-trends.html\",\"byline\":\"By RUTH LA FERLA\",\"item_type\":\"Article\",\"updated_date\":\"2016-10-29T06:00:23-04:00\",\"created_date\":\"2016-10-29T06:00:25-04:00\",\"published_date\":\"2016-10-29T06:00:25-04:00\",\"material_type_facet\":\"\",\"kicker\":\"\",\"des_facet\":[\"Fashion and Apparel\",\"Weddings and Engagements\",\"Shopping and Retail\",\"Dresses\",\"wedding dresses\"],\"org_facet\":[\"Marchesa\",\"Stone Fox Bride (Manhattan, NY, Retail Store)\",\"Viktor & Rolf (Fashion Label)\",\"Houghton (Fashion Label)\"],\"per_facet\":[\"Herrera, Carolina\"],\"geo_facet\":[],\"multimedia\":[{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/fashion\\/30-BRIDES1\\/30-BRIDES1-thumbStandard.jpg\",\"format\":\"Standard Thumbnail\",\"height\":75,\"width\":75,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Millennial brides, with their free-spirited tastes, are rewriting the style rules to suit themselves, and the industry is taking note. Above, looks from the fall 2017 bridal collection by Lela Rose.\",\"copyright\":\"Taylor Jewell, via Lela Rose\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/fashion\\/30-BRIDES1\\/30-BRIDES1-thumbLarge.jpg\",\"format\":\"thumbLarge\",\"height\":150,\"width\":150,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Millennial brides, with their free-spirited tastes, are rewriting the style rules to suit themselves, and the industry is taking note. Above, looks from the fall 2017 bridal collection by Lela Rose.\",\"copyright\":\"Taylor Jewell, via Lela Rose\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/fashion\\/30-BRIDES1\\/30-BRIDES1-articleInline.jpg\",\"format\":\"Normal\",\"height\":127,\"width\":190,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Millennial brides, with their free-spirited tastes, are rewriting the style rules to suit themselves, and the industry is taking note. Above, looks from the fall 2017 bridal collection by Lela Rose.\",\"copyright\":\"Taylor Jewell, via Lela Rose\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/fashion\\/30-BRIDES1\\/30-BRIDES1-mediumThreeByTwo210.jpg\",\"format\":\"mediumThreeByTwo210\",\"height\":140,\"width\":210,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Millennial brides, with their free-spirited tastes, are rewriting the style rules to suit themselves, and the industry is taking note. Above, looks from the fall 2017 bridal collection by Lela Rose.\",\"copyright\":\"Taylor Jewell, via Lela Rose\"},{\"url\":\"https:\\/\\/static01.nyt.com\\/images\\/2016\\/10\\/30\\/fashion\\/30-BRIDES1\\/30-BRIDES1-superJumbo.jpg\",\"format\":\"superJumbo\",\"height\":1365,\"width\":2048,\"type\":\"image\",\"subtype\":\"photo\",\"caption\":\"Millennial brides, with their free-spirited tastes, are rewriting the style rules to suit themselves, and the industry is taking note. Above, looks from the fall 2017 bridal collection by Lela Rose.\",\"copyright\":\"Taylor Jewell, via Lela Rose\"}],\"short_url\":\"http:\\/\\/nyti.ms\\/2dX5E0I\"}]}"# check status
status <-
json_1 %>%
enter_object("status") %>%
append_values_string("status") %>%
select(status)
status## status
## 1 OKnyt_top_stories_json <- json_1 %>% as.tbl_json
nyt_top_stories_json## document.id
## 1 1str(nyt_top_stories_json)## Classes 'tbl_json', 'tbl' and 'data.frame': 1 obs. of 1 variable:
## $ document.id: int 1
## - attr(*, "JSON")=List of 1
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## .. ..$ section : chr "home"
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## .. ..$ results :List of 28
## .. .. ..$ :List of 18
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## .. .. .. ..$ subsection : chr ""
## .. .. .. ..$ title : chr "Clinton, Mosul, Pirate Party: Your Monday Briefing"
## .. .. .. ..$ abstract : chr "Here<U+0092>s what you need to know to start your day.""| __truncated__
## .. .. .. ..$ url : chr "http://www.nytimes.com/2016/10/31/briefing/asia-briefing.html"
## .. .. .. ..$ byline : chr "By CHARLES McDERMID"
## .. .. .. ..$ item_type : chr "Article"
## .. .. .. ..$ updated_date : chr "2016-10-30T16:23:46-04:00"
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## .. .. .. ..$ short_url : chr "http://nyti.ms/2e29PZk"
## .. .. ..$ :List of 18
## .. .. .. ..$ section : chr "U.S."
## .. .. .. ..$ subsection : chr "Politics"
## .. .. .. ..$ title : chr "10 Questions (and Answers) About New Email Trove"
## .. .. .. ..$ abstract : chr "Many voters are puzzling over what to make of a case involving Hillary Clinton<U+0092>s email server, a disgraced congressman, and a d"| __truncated__
## .. .. .. ..$ url : chr "http://www.nytimes.com/2016/10/31/us/politics/fbi-hillary-clinton-emails.html"
## .. .. .. ..$ byline : chr "By MICHAEL S. SCHMIDT and MATT APUZZO"
## .. .. .. ..$ item_type : chr "Article"
## .. .. .. ..$ updated_date : chr "2016-10-30T13:30:07-04:00"
## .. .. .. ..$ created_date : chr "2016-10-30T13:14:14-04:00"
## .. .. .. ..$ published_date : chr "2016-10-30T13:14:14-04:00"
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## .. .. .. ..$ kicker : chr ""
## .. .. .. ..$ des_facet :List of 1
## .. .. .. .. ..$ : chr "Presidential Election of 2016"
## .. .. .. ..$ org_facet :List of 1
## .. .. .. .. ..$ : chr "Federal Bureau of Investigation"
## .. .. .. ..$ per_facet :List of 3
## .. .. .. .. ..$ : chr "Clinton, Hillary Rodham"
## .. .. .. .. ..$ : chr "Comey, James B"
## .. .. .. .. ..$ : chr "Weiner, Anthony D"
## .. .. .. ..$ geo_facet : list()
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## .. .. .. .. .. ..$ width : int 75
## .. .. .. .. .. ..$ type : chr "image"
## .. .. .. .. .. ..$ subtype : chr "photo"
## .. .. .. .. .. ..$ caption : chr "James B. Comey, the F.B.I. director, testifying on Capitol Hill in July."
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## .. .. .. .. .. ..$ width : int 150
## .. .. .. .. .. ..$ type : chr "image"
## .. .. .. .. .. ..$ subtype : chr "photo"
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## .. .. .. .. .. ..$ copyright: chr "Al Drago/The New York Times"
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## .. .. .. .. .. ..$ type : chr "image"
## .. .. .. .. .. ..$ subtype : chr "photo"
## .. .. .. .. .. ..$ caption : chr "James B. Comey, the F.B.I. director, testifying on Capitol Hill in July."
## .. .. .. .. .. ..$ copyright: chr "Al Drago/The New York Times"
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## .. .. .. .. .. ..$ width : int 210
## .. .. .. .. .. ..$ type : chr "image"
## .. .. .. .. .. ..$ subtype : chr "photo"
## .. .. .. .. .. ..$ caption : chr "James B. Comey, the F.B.I. director, testifying on Capitol Hill in July."
## .. .. .. .. .. ..$ copyright: chr "Al Drago/The New York Times"
## .. .. .. .. ..$ :List of 8
## .. .. .. .. .. ..$ url : chr "https://static01.nyt.com/images/2016/10/31/us/31QandA-web/31QandA-web-superJumbo.jpg"
## .. .. .. .. .. ..$ format : chr "superJumbo"
## .. .. .. .. .. ..$ height : int 1365
## .. .. .. .. .. ..$ width : int 2048
## .. .. .. .. .. ..$ type : chr "image"
## .. .. .. .. .. ..$ subtype : chr "photo"
## .. .. .. .. .. ..$ caption : chr "James B. Comey, the F.B.I. director, testifying on Capitol Hill in July."
## .. .. .. .. .. ..$ copyright: chr "Al Drago/The New York Times"
## .. .. .. ..$ short_url : chr "http://nyti.ms/2dT2NuM"
## .. .. ..$ :List of 18
## .. .. .. ..$ section : chr "U.S."
## .. .. .. ..$ subsection : chr "Politics"
## .. .. .. ..$ title : chr "Justice Department Seeks Quick Warrant to Review Emails"
## .. .. .. ..$ abstract : chr "Investigators hope to review as many of Huma Abedin<U+0092>s emails as possible before Election Day, though it remained unclear whethe"| __truncated__
## .. .. .. ..$ url : chr "http://www.nytimes.com/2016/10/31/us/politics/justice-department-warrant-clinton-abedin-fbi.html"
## .. .. .. ..$ byline : chr "By MATT APUZZO and MICHAEL S. SCHMIDT"
## .. .. .. ..$ item_type : chr "Article"
## .. .. .. ..$ updated_date : chr "2016-10-30T17:46:43-04:00"
## .. .. .. ..$ created_date : chr "2016-10-30T17:46:44-04:00"
## .. .. .. ..$ published_date : chr "2016-10-30T17:46:44-04:00"
## .. .. .. ..$ material_type_facet: chr ""
## .. .. .. ..$ kicker : chr ""
## .. .. .. ..$ des_facet :List of 3
## .. .. .. .. ..$ : chr "E-Mail"
## .. .. .. .. ..$ : chr "Classified Information and State Secrets"
## .. .. .. .. ..$ : chr "Search and Seizure"
## .. .. .. ..$ org_facet : list()
## .. .. .. ..$ per_facet :List of 2
## .. .. .. .. ..$ : chr "Clinton, Hillary Rodham"
## .. .. .. .. ..$ : chr "Abedin, Huma"
## .. .. .. ..$ geo_facet : list()
## .. .. .. ..$ multimedia : list()
## .. .. .. ..$ short_url : chr "http://nyti.ms/2e2ifQo"
## .. .. ..$ :List of 18
## .. .. .. ..$ section : chr "U.S."
## .. .. .. ..$ subsection : chr "Politics"
## .. .. .. ..$ title : chr "Campaigns Shift Focus to F.B.I. Director in Sunday Show Appearances"
## .. .. .. ..$ abstract : chr "The campaigns battled over the director<U+0092>s conduct and personal credibility <U+0097> with only scant insight into the substance behind "| __truncated__
## .. .. .. ..$ url : chr "http://www.nytimes.com/2016/10/31/us/politics/donald-trump-hillary-clinton-james-comey.html"
## .. .. .. ..$ byline : chr "By ALEXANDER BURNS"
## .. .. .. ..$ item_type : chr "Article"
## .. .. .. ..$ updated_date : chr "2016-10-30T14:08:15-04:00"
## .. .. .. ..$ created_date : chr "2016-10-30T14:08:18-04:00"
## .. .. .. ..$ published_date : chr "2016-10-30T14:08:18-04:00"
## .. .. .. ..$ material_type_facet: chr ""
## .. .. .. ..$ kicker : chr ""
## .. .. .. ..$ des_facet :List of 1
## .. .. .. .. ..$ : chr "Presidential Election of 2016"
## .. .. .. ..$ org_facet : list()
## .. .. .. ..$ per_facet :List of 4
## .. .. .. .. ..$ : chr "Comey, James B"
## .. .. .. .. ..$ : chr "Clinton, Hillary Rodham"
## .. .. .. .. ..$ : chr "Pence, Mike"
## .. .. .. .. ..$ : chr "Trump, Donald J"
## .. .. .. ..$ geo_facet : list()
## .. .. .. ..$ multimedia :List of 5
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## .. .. .. .. .. ..$ url : chr "https://static01.nyt.com/images/2016/10/31/us/31CAMPAIGNweb1/31CAMPAIGNweb1-thumbStandard-v3.jpg"
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## .. .. .. .. .. ..$ subtype : chr "photo"
## .. .. .. .. .. ..$ caption : chr "Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas."
## .. .. .. .. .. ..$ copyright: chr "Stephen Crowley/The New York Times"
## .. .. .. .. ..$ :List of 8
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## .. .. .. .. .. ..$ type : chr "image"
## .. .. .. .. .. ..$ subtype : chr "photo"
## .. .. .. .. .. ..$ caption : chr "Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas."
## .. .. .. .. .. ..$ copyright: chr "Stephen Crowley/The New York Times"
## .. .. .. .. ..$ :List of 8
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## .. .. .. .. .. ..$ subtype : chr "photo"
## .. .. .. .. .. ..$ caption : chr "Donald J. Trump attended a Sunday morning service at the International Church of Las Vegas."
## .. .. .. .. .. ..$ copyright: chr "Stephen Crowley/The New York Times"
## .. .. .. ..$ short_url : chr "http://nyti.ms/2dT9exT"
## .. .. ..$ :List of 18
## .. .. .. ..$ section : chr "U.S."
## .. .. .. ..$ subsection : chr "Politics"
## .. .. .. ..$ title : chr "Hillary Clinton Assails James Comey, Calling Email Decision <U+0091>Deeply Troubling<U+0092>""| __truncated__
## .. .. .. ..$ abstract : chr "Mrs. Clinton<U+0092>s campaign opened a coordinated attack on Mr. Comey, the F.B.I. director, accusing him of smearing her with innuen"| __truncated__
## .. .. .. ..$ url : chr "http://www.nytimes.com/2016/10/30/us/politics/hillary-clinton-emails-fbi-anthony-weiner.html"
## .. .. .. ..$ byline : chr "By PATRICK HEALY and JONATHAN MARTIN"
## .. .. .. ..$ item_type : chr "Article"
## .. .. .. ..$ updated_date : chr "2016-10-29T18:11:50-04:00"
## .. .. .. ..$ created_date : chr "2016-10-29T12:37:45-04:00"
## .. .. .. ..$ published_date : chr "2016-10-29T12:37:45-04:00"
## .. .. .. ..$ material_type_facet: chr ""
## .. .. .. ..$ kicker : chr ""
## .. .. .. ..$ des_facet :List of 3
## .. .. .. .. ..$ : chr "Presidential Election of 2016"
## .. .. .. .. ..$ : chr "E-Mail"
## .. .. .. .. ..$ : chr "Classified Information and State Secrets"
## .. .. .. ..$ org_facet :List of 1
## .. .. .. .. ..$ : chr "Federal Bureau of Investigation"
## .. .. .. ..$ per_facet :List of 3
## .. .. .. .. ..$ : chr "Clinton, Hillary Rodham"
## .. .. .. .. ..$ : chr "Comey, James B"
## .. .. .. .. ..$ : chr "Trump, Donald J"
## .. .. .. ..$ geo_facet : list()
## .. .. .. ..$ multimedia : list()
## .. .. .. ..$ short_url : chr "http://nyti.ms/2dY9VBe"
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## .. .. .. ..$ title : chr "Fire, Film, Tweet: The Taliban<U+0092>s New Way of War""| __truncated__
## .. .. .. ..$ abstract : chr "Increasingly, the Taliban rely on their front-line fighters not only to strike at the Afghan security forces, but also to recor"| __truncated__
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## .. .. .. ..$ title : chr "No Kegs, No Liquor: College Crackdown Targets Drinking and Sexual Assault"
## .. .. .. ..$ abstract : chr "Dozens of universities have introduced stricter rules on alcohol, especially at fraternities. We sent reporters to five campuse"| __truncated__
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## .. .. .. ..$ title : chr "The Breakaway Bride"
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## .. .. .. ..$ short_url : chr "http://nyti.ms/2dX5E0I"head(nyt_top_stories_json)## document.id
## 1 1results2 <-
nyt_top_stories_json %>%
enter_object("results") %>%
gather_array %>%
spread_values(
section = jstring("section") ,
subsection = jstring("subsection") ,
title = jstring("title"),
abstract = jstring("abstract"),
by = jstring("byline"),
url = jstring("url"),
item_type = jstring("item_type"),
updated_date = jstring("updated_date"),
created_date = jstring("created_date"),
published_date = jstring("published_date")
)
results3 <- as.data.frame(results2)
str(results3)## 'data.frame': 28 obs. of 12 variables:
## $ document.id : int 1 1 1 1 1 1 1 1 1 1 ...
## $ array.index : int 1 2 3 4 5 6 7 8 9 10 ...
## $ section : chr "Briefing" "U.S." "U.S." "U.S." ...
## $ subsection : chr "" "Politics" "Politics" "Politics" ...
## $ title : chr "Clinton, Mosul, Pirate Party: Your Monday Briefing" "10 Questions (and Answers) About New Email Trove" "Justice Department Seeks Quick Warrant to Review Emails" "Campaigns Shift Focus to F.B.I. Director in Sunday Show Appearances" ...
## $ abstract : chr "Here<U+0092>s what you need to know to start your day.""| __truncated__ "Many voters are puzzling over what to make of a case involving Hillary Clinton<U+0092>s email server, a disgraced congressman, and a d"| __truncated__ "Investigators hope to review as many of Huma Abedin<U+0092>s emails as possible before Election Day, though it remained unclear whethe"| __truncated__ "The campaigns battled over the director<U+0092>s conduct and personal credibility <U+0097> with only scant insight into the substance behind "| __truncated__ ...
## $ by : chr "By CHARLES McDERMID" "By MICHAEL S. SCHMIDT and MATT APUZZO" "By MATT APUZZO and MICHAEL S. SCHMIDT" "By ALEXANDER BURNS" ...
## $ url : chr "http://www.nytimes.com/2016/10/31/briefing/asia-briefing.html" "http://www.nytimes.com/2016/10/31/us/politics/fbi-hillary-clinton-emails.html" "http://www.nytimes.com/2016/10/31/us/politics/justice-department-warrant-clinton-abedin-fbi.html" "http://www.nytimes.com/2016/10/31/us/politics/donald-trump-hillary-clinton-james-comey.html" ...
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## .. ..$ title : chr "The Breakaway Bride"
## .. ..$ abstract : chr "Millennial brides, with their free-spirited tastes, are rewriting the style rules to suit themselves. The industry is taking no"| __truncated__
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## .. ..$ byline : chr "By RUTH LA FERLA"
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## .. .. ..$ : chr "Weddings and Engagements"
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## .. .. ..$ : chr "wedding dresses"
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## .. .. ..$ : chr "Marchesa"
## .. .. ..$ : chr "Stone Fox Bride (Manhattan, NY, Retail Store)"
## .. .. ..$ : chr "Viktor & Rolf (Fashion Label)"
## .. .. ..$ : chr "Houghton (Fashion Label)"
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## .. .. ..$ : chr "Herrera, Carolina"
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## .. .. .. ..$ copyright: chr "Taylor Jewell, via Lela Rose"
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## .. ..$ short_url : chr "http://nyti.ms/2dX5E0I"head(results3)## document.id array.index section subsection
## 1 1 1 Briefing
## 2 1 2 U.S. Politics
## 3 1 3 U.S. Politics
## 4 1 4 U.S. Politics
## 5 1 5 U.S. Politics
## 6 1 6 U.S. Politics
## title
## 1 Clinton, Mosul, Pirate Party: Your Monday Briefing
## 2 10 Questions (and Answers) About New Email Trove
## 3 Justice Department Seeks Quick Warrant to Review Emails
## 4 Campaigns Shift Focus to F.B.I. Director in Sunday Show Appearances
## 5 Hillary Clinton Assails James Comey, Calling Email Decision <U+0091>Deeply Troubling<U+0092>
## 6 Justice Dept. Strongly Discouraged Comey on Move in Clinton Email Case
## abstract
## 1 Here<U+0092>s what you need to know to start your day.
## 2 Many voters are puzzling over what to make of a case involving Hillary Clinton<U+0092>s email server, a disgraced congressman, and a dispute among top law enforcement officials. Here<U+0092>s what we know so far.
## 3 Investigators hope to review as many of Huma Abedin<U+0092>s emails as possible before Election Day, though it remained unclear whether they could finish their work by then.
## 4 The campaigns battled over the director<U+0092>s conduct and personal credibility <U+0097> with only scant insight into the substance behind the new Clinton email inquiry.
## 5 Mrs. Clinton<U+0092>s campaign opened a coordinated attack on Mr. Comey, the F.B.I. director, accusing him of smearing her with innuendo late in the race.
## 6 Senior officials warned the F.B.I. director on policies against talking about current criminal investigations or being seen as meddling in elections.
## by
## 1 By CHARLES McDERMID
## 2 By MICHAEL S. SCHMIDT and MATT APUZZO
## 3 By MATT APUZZO and MICHAEL S. SCHMIDT
## 4 By ALEXANDER BURNS
## 5 By PATRICK HEALY and JONATHAN MARTIN
## 6 By MATT APUZZO, ADAM GOLDMAN, MICHAEL S. SCHMIDT and WILLIAM K. RASHBAUM
## url
## 1 http://www.nytimes.com/2016/10/31/briefing/asia-briefing.html
## 2 http://www.nytimes.com/2016/10/31/us/politics/fbi-hillary-clinton-emails.html
## 3 http://www.nytimes.com/2016/10/31/us/politics/justice-department-warrant-clinton-abedin-fbi.html
## 4 http://www.nytimes.com/2016/10/31/us/politics/donald-trump-hillary-clinton-james-comey.html
## 5 http://www.nytimes.com/2016/10/30/us/politics/hillary-clinton-emails-fbi-anthony-weiner.html
## 6 http://www.nytimes.com/2016/10/30/us/politics/comey-clinton-email-justice.html
## item_type updated_date created_date
## 1 Article 2016-10-30T16:23:46-04:00 2016-10-30T16:23:49-04:00
## 2 Article 2016-10-30T13:30:07-04:00 2016-10-30T13:14:14-04:00
## 3 Article 2016-10-30T17:46:43-04:00 2016-10-30T17:46:44-04:00
## 4 Article 2016-10-30T14:08:15-04:00 2016-10-30T14:08:18-04:00
## 5 Article 2016-10-29T18:11:50-04:00 2016-10-29T12:37:45-04:00
## 6 Article 2016-10-29T19:19:55-04:00 2016-10-29T12:26:19-04:00
## published_date
## 1 2016-10-30T16:23:49-04:00
## 2 2016-10-30T13:14:14-04:00
## 3 2016-10-30T17:46:44-04:00
## 4 2016-10-30T14:08:18-04:00
## 5 2016-10-29T12:37:45-04:00
## 6 2016-10-29T12:26:19-04:00names(results3)## [1] "document.id" "array.index" "section" "subsection"
## [5] "title" "abstract" "by" "url"
## [9] "item_type" "updated_date" "created_date" "published_date"results3$section## [1] "Briefing" "U.S." "U.S."
## [4] "U.S." "U.S." "U.S."
## [7] "U.S." "U.S." "World"
## [10] "Business Day" "World" "Opinion"
## [13] "Opinion" "Opinion" "Real Estate"
## [16] "Science" "Movies" "Multimedia/Photos"
## [19] "Sports" "Sports" "World"
## [22] "Business Day" "Business Day" "World"
## [25] "U.S." "Science" "Movies"
## [28] "Fashion & Style"Graph the Top Story sections by subect in the Top Stories dataframe
#count of section subjects
sections2<-select(results3,section)
sections3<-data.frame(table(sections2$section))
names(sections3)<-c("Var1","Freq")
head(arrange(sections3,desc(Freq)), n=10)## Var1 Freq
## 1 U.S. 8
## 2 World 4
## 3 Business Day 3
## 4 Opinion 3
## 5 Movies 2
## 6 Science 2
## 7 Sports 2
## 8 Briefing 1
## 9 Fashion & Style 1
## 10 Multimedia/Photos 1names(sections3)[1] <- "Section_Subject"
names(sections3)## [1] "Section_Subject" "Freq"qplot(data = subset(sections3, Freq>1), x = reorder(Section_Subject, -Freq), y=Freq, xlab="Section_Subject", ylab="Frequency", main = "Section_Subject by Frequency", size=I(5)) +
theme(text = element_text(),
axis.text.x = element_text(angle=90, vjust=1)) 
Conclusion: The Top Stories information was downloaded successfully from the New York Times developer API site.
The plot shows the numbers of articles by section subject. This shows that articles by subject US was the largest number of stores, followed in order by Business Day, Opinion, Movies, and World at the time of this download.
END