The jsonlite package is a JSON parser/generator optimized for the web. Its main strength is that it implements a bidirectional mapping between JSON data and the most important R data types. Thereby we can convert between R objects and JSON without loss of type or information, and without the need for any manual data munging. This is ideal for interacting with web APIs, or to build pipelines where data structures seamlessly flow in and out of R using JSON
library(jsonlite)Provides services for getting the most popular articles on NYTimes.com based on emails, shares, or views
json = 'https://api.nytimes.com/svc/mostpopular/v2/viewed/1.json?api-key=w0X7wKM0ciIeLdpbAfhkLEEWo5KRzGPr'
df = fromJSON(json)The structure of the data frame can be seen by using str() function.
str(df)## List of 4
## $ status : chr "OK"
## $ copyright : chr "Copyright (c) 2021 The New York Times Company. All Rights Reserved."
## $ num_results: int 20
## $ results :'data.frame': 20 obs. of 22 variables:
## ..$ uri : chr [1:20] "nyt://article/403842eb-83bb-59f6-95b7-c45edae86e23" "nyt://article/2ae993b9-4f65-52ac-873f-8e927081d8c2" "nyt://article/19351eb6-3a41-585f-a9f6-7ed484a019f3" "nyt://article/f4c1e42f-f3d2-589d-983c-b3dbca86781b" ...
## ..$ url : chr [1:20] "https://www.nytimes.com/2021/04/10/us/coronavirus-michigan-gretchen-whitmer.html" "https://www.nytimes.com/2021/04/10/us/caron-nazario-windsor-police-virginia.html" "https://www.nytimes.com/2021/04/10/us/politics/kristine-hostetter-capitol.html" "https://www.nytimes.com/2021/04/08/health/coronavirus-mrna-kariko.html" ...
## ..$ id : num [1:20] 1e+14 1e+14 1e+14 1e+14 1e+14 ...
## ..$ asset_id : num [1:20] 1e+14 1e+14 1e+14 1e+14 1e+14 ...
## ..$ source : chr [1:20] "New York Times" "New York Times" "New York Times" "New York Times" ...
## ..$ published_date: chr [1:20] "2021-04-10" "2021-04-10" "2021-04-10" "2021-04-08" ...
## ..$ updated : chr [1:20] "2021-04-11 00:29:31" "2021-04-10 17:10:36" "2021-04-11 00:27:18" "2021-04-10 12:02:04" ...
## ..$ section : chr [1:20] "U.S." "U.S." "U.S." "Health" ...
## ..$ subsection : chr [1:20] "" "" "Politics" "" ...
## ..$ nytdsection : chr [1:20] "u.s." "u.s." "u.s." "health" ...
## ..$ adx_keywords : chr [1:20] "Coronavirus (2019-nCoV);Disease Rates;Shutdowns (Institutional);Vaccination and Immunization;Politics and Gover"| __truncated__ "Police Brutality, Misconduct and Shootings;Suits and Litigation (Civil);United States Defense and Military Forc"| __truncated__ "Teachers and School Employees;Storming of the US Capitol (Jan, 2021);Right-Wing Extremism and Alt-Right;Content"| __truncated__ "RNA (Ribonucleic Acid);Vaccination and Immunization;Coronavirus (2019-nCoV);Research;Content Type: Personal Pro"| __truncated__ ...
## ..$ column : logi [1:20] NA NA NA NA NA NA ...
## ..$ byline : chr [1:20] "By Julie Bosman and Mitch Smith" "By Mike Ives and Maria Cramer" "By Matthew Rosenberg" "By Gina Kolata" ...
## ..$ type : chr [1:20] "Article" "Article" "Article" "Article" ...
## ..$ title : chr [1:20] "Michigan’s Virus Cases Are Out of Control, Putting Gov. Gretchen Whitmer in a Bind" "Black Army Medic Pepper-Sprayed in Traffic Stop Accuses Officers of Assault" "A Teacher Marched to the Capitol. When She Got Home, the Fight Began." "Kati Kariko Helped Shield the World From the Coronavirus" ...
## ..$ abstract : chr [1:20] "Ms. Whitmer, a Democrat, locked down her state over the din of protests last year. Now she is trying a differen"| __truncated__ "Second Lt. Caron Nazario was in uniform when two Windsor, Va., police officers ordered him to stop his car, poi"| __truncated__ "Kristine Hostetter was a beloved fourth-grade teacher. Then came the pandemic, the election and the Jan. 6 riot in Washington." "Collaborating with devoted colleagues, Dr. Kariko laid the groundwork for the mRNA vaccines turning the tide of the pandemic." ...
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## .. ..$ : chr [1:4] "Police Brutality, Misconduct and Shootings" "Suits and Litigation (Civil)" "United States Defense and Military Forces" "Black People"
## .. ..$ : chr [1:6] "Teachers and School Employees" "Storming of the US Capitol (Jan, 2021)" "Right-Wing Extremism and Alt-Right" "Content Type: Personal Profile" ...
## .. ..$ : chr [1:6] "RNA (Ribonucleic Acid)" "Vaccination and Immunization" "Coronavirus (2019-nCoV)" "Research" ...
## .. ..$ : chr [1:2] "Deaths (Obituaries)" "Royal Families"
## .. ..$ : chr [1:7] "Drug Abuse and Traffic" "Addiction (Psychology)" "Law and Legislation" "Research" ...
## .. ..$ : chr [1:3] "Homosexuality and Bisexuality" "Politics and Government" "Discrimination"
## .. ..$ : chr [1:4] "Sexual Harassment" "Workplace Hazards and Violations" "Computers and the Internet" "Content Type: Personal Profile"
## .. ..$ : chr [1:5] "Assaults" "Shopping and Retail" "Social Media" "Video Recordings, Downloads and Streaming" ...
## .. ..$ : chr [1:4] "Campaign Finance" "Political Action Committees" "Presidential Election of 2024" "United States Politics and Government"
## .. ..$ : chr [1:6] "Coronavirus (2019-nCoV)" "Hygiene and Cleanliness" "Coronavirus Risks and Safety Concerns" "Cleansers, Detergents and Soaps" ...
## .. ..$ : chr [1:7] "Coronavirus Risks and Safety Concerns" "Content Type: Service" "Travel and Vacations" "Summer (Season)" ...
## .. ..$ : chr [1:2] "Coronavirus (2019-nCoV)" "Deaths (Fatalities)"
## .. ..$ : chr [1:2] "Volcanoes" "Evacuations and Evacuees"
## .. ..$ : chr [1:4] "Sex" "Prostitution" "Pornography" "Social Media"
## .. ..$ : chr [1:2] "Police Brutality, Misconduct and Shootings" "Antifa Movement (US)"
## .. ..$ : chr [1:5] "Space and Astronomy" "Physics" "Particle Accelerators" "Large Hadron Collider" ...
## .. ..$ : chr [1:4] "Race and Ethnicity" "Whites" "United States Politics and Government" "News and News Media"
## .. ..$ : chr "Royal Families"
## .. ..$ : chr [1:7] "Tax Preparers and Preparation" "Federal Taxes (US)" "Income Tax" "Content Type: Service" ...
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## .. ..$ : chr(0)
## .. ..$ : chr "American Phoenix Project"
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## .. ..$ : chr "Pier 1 Imports Inc"
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## .. ..$ : chr [1:2] "San Clemente (Calif)" "Orange County (Calif)"
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## .. .. ..$ copyright : chr "Matthew Hatcher/Getty Images"
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