Assignment: The New York Times web site provides a rich set of APIs, as described here: https://developer.nytimes.com/apis 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 into an R DataFrame.
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, union#store url and api key
url<- "https://api.nytimes.com/svc/movies/v2/reviews/search.json?api-key=HuVC3AH85KUOLicBXhObdKaPA1P6jWzI"movies <-GET(url)#confirm the status
movies$status_code## [1] 200text_content <- content(movies, "text")json_content_df <- text_content %>% fromJSON() %>% as.data.frame()dim(json_content_df)## [1] 20 15head(json_content_df)## status copyright
## 1 OK Copyright (c) 2022 The New York Times Company. All Rights Reserved.
## 2 OK Copyright (c) 2022 The New York Times Company. All Rights Reserved.
## 3 OK Copyright (c) 2022 The New York Times Company. All Rights Reserved.
## 4 OK Copyright (c) 2022 The New York Times Company. All Rights Reserved.
## 5 OK Copyright (c) 2022 The New York Times Company. All Rights Reserved.
## 6 OK Copyright (c) 2022 The New York Times Company. All Rights Reserved.
## has_more num_results results.display_title results.mpaa_rating
## 1 TRUE 20 Peaceful
## 2 TRUE 20 Armageddon Time R
## 3 TRUE 20 The Novelist's Film
## 4 TRUE 20 Call Jane R
## 5 TRUE 20 Run Sweetheart Run R
## 6 TRUE 20 The Good Nurse R
## results.critics_pick results.byline
## 1 0 Beatrice Loayza
## 2 1 A.O. Scott
## 3 1 Austin Considine
## 4 0 Manohla Dargis
## 5 0 Natalia Winkelman
## 6 0 Amy Nicholson
## results.headline
## 1 ‘Peaceful’ Review: A Homage to French Filmmaking
## 2 ‘Armageddon Time’ Review: Hard Lessons About Life in America
## 3 ‘The Novelist’s Film’ Review: Real Talk
## 4 ‘Call Jane’ Review: Abortion History That’s Being Repeated Now
## 5 ‘Run Sweetheart Run’ Review: Escape in L.A.
## 6 ‘The Good Nurse’ Review: Bad Medicine
## results.summary_short
## 1 Emmanuelle Bercot’s drama about a man diagnosed with late-stage cancer plays like a eulogy for a nearly bygone era of French cinema and its stars.
## 2 New York in 1980 is the setting for James Gray’s brooding, bittersweet story of family conflict and interracial friendship.
## 3 In Hong Sang-soo’s latest study in small moments and chance encounters, a visit to an old friend prompts a writer in crisis to try something new.
## 4 A fictionalized drama about the Jane Collective, a clandestine group that helped women secure safe, illegal abortions before 1973, is of the moment.
## 5 Bursts of experimental style are at odds with a simplistic premise in this slasher movie that poses the tired idea that the patriarchy is a killer.
## 6 This true-crime tale, starring Eddie Redmayne and Jessica Chastain, dramatizes the story of Charles Cullen, a nurse who was discovered to be a serial killer.
## results.publication_date results.opening_date results.date_updated
## 1 2022-10-28 <NA> 2022-10-28 15:04:56
## 2 2022-10-27 2022-11-04 2022-10-27 16:56:03
## 3 2022-10-27 <NA> 2022-10-27 11:05:03
## 4 2022-10-27 2022-10-28 2022-10-27 18:20:03
## 5 2022-10-27 2022-10-28 2022-10-27 16:18:03
## 6 2022-10-27 2022-10-26 2022-10-27 16:13:10
## results.link.type
## 1 article
## 2 article
## 3 article
## 4 article
## 5 article
## 6 article
## results.link.url
## 1 https://www.nytimes.com/2022/10/28/movies/peaceful-review.html
## 2 https://www.nytimes.com/2022/10/27/movies/armageddon-time-review.html
## 3 https://www.nytimes.com/2022/10/27/movies/the-novelists-film-review.html
## 4 https://www.nytimes.com/2022/10/27/movies/call-jane-review-abortion.html
## 5 https://www.nytimes.com/2022/10/27/movies/run-sweetheart-run-review.html
## 6 https://www.nytimes.com/2022/10/27/movies/the-good-nurse-review.html
## results.link.suggested_link_text results.multimedia.type
## 1 Read the New York Times Review of Peaceful mediumThreeByTwo210
## 2 Read the New York Times Review of Armageddon Time mediumThreeByTwo210
## 3 Read the New York Times Review of The Novelist's Film mediumThreeByTwo210
## 4 Read the New York Times Review of Call Jane mediumThreeByTwo210
## 5 Read the New York Times Review of Run Sweetheart Run mediumThreeByTwo210
## 6 Read the New York Times Review of The Good Nurse mediumThreeByTwo210
## results.multimedia.src
## 1 https://static01.nyt.com/images/2022/10/28/arts/28peaceful-review/28peaceful-review-mediumThreeByTwo440.jpg
## 2 https://static01.nyt.com/images/2022/10/27/multimedia/27armageddon1-1-751d/27armageddon1-1-751d-mediumThreeByTwo440.jpg
## 3 https://static01.nyt.com/images/2022/10/28/arts/novelist1/novelist1-mediumThreeByTwo440.jpg
## 4 https://static01.nyt.com/images/2022/10/28/arts/27calljane-review/merlin_215188530_ebbb42de-a4da-4c36-974b-5aa8c0fc169a-mediumThreeByTwo440.jpg
## 5 https://static01.nyt.com/images/2022/10/27/arts/run1/run1-mediumThreeByTwo440.jpg
## 6 https://static01.nyt.com/images/2022/10/28/arts/goodnurse1/goodnurse1-mediumThreeByTwo440.jpg
## results.multimedia.height results.multimedia.width
## 1 140 210
## 2 140 210
## 3 140 210
## 4 140 210
## 5 140 210
## 6 140 210