Assignment: 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 Data Frame.
# Getting the API key
api_key <- "l0cER50thCByvsfBr3SqQcYsOufP4Iuw"
# Getting the URL
url <-("https://api.nytimes.com/svc/topstories/v2/world.json?api-key=")
# Building the full URL
full_url <- paste("https://api.nytimes.com/svc/topstories/v2/world.json?api-key=l0cER50thCByvsfBr3SqQcYsOufP4Iuw")
topstories <- GET(full_url)
# Check status code
topstories$status_code## [1] 200# Data set summary
summary(topstories)## Length Class Mode
## url 1 -none- character
## status_code 1 -none- numeric
## headers 22 insensitive list
## all_headers 1 -none- list
## cookies 7 data.frame list
## content 71094 -none- raw
## date 1 POSIXct numeric
## times 6 -none- numeric
## request 7 request list
## handle 1 curl_handle externalptr# Data set structure
str(topstories)## List of 10
## $ url : chr "https://api.nytimes.com/svc/topstories/v2/world.json?api-key=l0cER50thCByvsfBr3SqQcYsOufP4Iuw"
## $ status_code: int 200
## $ headers :List of 22
## ..$ date : chr "Sun, 05 Nov 2023 08:38:39 GMT"
## ..$ content-type : chr "application/json"
## ..$ transfer-encoding : chr "chunked"
## ..$ connection : chr "keep-alive"
## ..$ cache-control : chr "max-age=600, public"
## ..$ x-envoy-upstream-service-time: chr "79"
## ..$ server : chr "envoy"
## ..$ content-encoding : chr "gzip"
## ..$ x-envoy-decorator-operation : chr "du-topstories-api.publishing.nyti.nyt.net:443/*"
## ..$ accept-ranges : chr "bytes"
## ..$ via : chr "1.1 varnish"
## ..$ age : chr "141"
## ..$ x-served-by : chr "cache-iad-kiad7000047-IAD"
## ..$ x-cache : chr "HIT"
## ..$ x-cache-hits : chr "1"
## ..$ x-timer : chr "S1699173520.720405,VS0,VE1"
## ..$ vary : chr "Accept-Encoding"
## ..$ access-control-allow-origin : chr "*"
## ..$ access-control-allow-headers : chr "Accept, Content-Type, X-Forwarded-For, X-Prototype-Version, X-Requested-With"
## ..$ access-control-expose-headers: chr "Content-Length, X-JSON"
## ..$ access-control-allow-methods : chr "GET, OPTIONS"
## ..$ strict-transport-security : chr "max-age=63072000; preload; includeSubdomains"
## ..- attr(*, "class")= chr [1:2] "insensitive" "list"
## $ all_headers:List of 1
## ..$ :List of 3
## .. ..$ status : int 200
## .. ..$ version: chr "HTTP/1.1"
## .. ..$ headers:List of 22
## .. .. ..$ date : chr "Sun, 05 Nov 2023 08:38:39 GMT"
## .. .. ..$ content-type : chr "application/json"
## .. .. ..$ transfer-encoding : chr "chunked"
## .. .. ..$ connection : chr "keep-alive"
## .. .. ..$ cache-control : chr "max-age=600, public"
## .. .. ..$ x-envoy-upstream-service-time: chr "79"
## .. .. ..$ server : chr "envoy"
## .. .. ..$ content-encoding : chr "gzip"
## .. .. ..$ x-envoy-decorator-operation : chr "du-topstories-api.publishing.nyti.nyt.net:443/*"
## .. .. ..$ accept-ranges : chr "bytes"
## .. .. ..$ via : chr "1.1 varnish"
## .. .. ..$ age : chr "141"
## .. .. ..$ x-served-by : chr "cache-iad-kiad7000047-IAD"
## .. .. ..$ x-cache : chr "HIT"
## .. .. ..$ x-cache-hits : chr "1"
## .. .. ..$ x-timer : chr "S1699173520.720405,VS0,VE1"
## .. .. ..$ vary : chr "Accept-Encoding"
## .. .. ..$ access-control-allow-origin : chr "*"
## .. .. ..$ access-control-allow-headers : chr "Accept, Content-Type, X-Forwarded-For, X-Prototype-Version, X-Requested-With"
## .. .. ..$ access-control-expose-headers: chr "Content-Length, X-JSON"
## .. .. ..$ access-control-allow-methods : chr "GET, OPTIONS"
## .. .. ..$ strict-transport-security : chr "max-age=63072000; preload; includeSubdomains"
## .. .. ..- attr(*, "class")= chr [1:2] "insensitive" "list"
## $ cookies :'data.frame': 0 obs. of 7 variables:
## ..$ domain : logi(0)
## ..$ flag : logi(0)
## ..$ path : logi(0)
## ..$ secure : logi(0)
## ..$ expiration: 'POSIXct' num(0)
## ..$ name : logi(0)
## ..$ value : logi(0)
## $ content : raw [1:71094] 7b 22 73 74 ...
## $ date : POSIXct[1:1], format: "2023-11-05 08:38:39"
## $ times : Named num [1:6] 0 0.0684 0.1092 0.3859 0.7077 ...
## ..- attr(*, "names")= chr [1:6] "redirect" "namelookup" "connect" "pretransfer" ...
## $ request :List of 7
## ..$ method : chr "GET"
## ..$ url : chr "https://api.nytimes.com/svc/topstories/v2/world.json?api-key=l0cER50thCByvsfBr3SqQcYsOufP4Iuw"
## ..$ headers : Named chr "application/json, text/xml, application/xml, */*"
## .. ..- attr(*, "names")= chr "Accept"
## ..$ fields : NULL
## ..$ options :List of 2
## .. ..$ useragent: chr "libcurl/7.64.1 r-curl/5.0.0 httr/1.4.6"
## .. ..$ httpget : logi TRUE
## ..$ auth_token: NULL
## ..$ output : list()
## .. ..- attr(*, "class")= chr [1:2] "write_memory" "write_function"
## ..- attr(*, "class")= chr "request"
## $ handle :Class 'curl_handle' <externalptr>
## - attr(*, "class")= chr "response"# Data set names
names(topstories)## [1] "url" "status_code" "headers" "all_headers" "cookies"
## [6] "content" "date" "times" "request" "handle"top_stories <- content(topstories, as = "text")## No encoding supplied: defaulting to UTF-8.Leveraging the jsonlite and the tidyr libraries
# Assuming 'top_stories' is a valid JSON character string
top_stories_df <- fromJSON(top_stories)
# Flatten the 'results' element if it's a nested list
if ("results" %in% names(top_stories_df)) {
top_stories_df <- top_stories_df$results
}
kable(top_stories_df)| section | subsection | title | abstract | url | uri | byline | item_type | updated_date | created_date | published_date | material_type_facet | kicker | des_facet | org_facet | per_facet | geo_facet | multimedia | short_url |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| world | europe | French Nuns and Climate Activists Square Off Over Plans for a Megachurch | A yearslong standoff over an enormous church complex in a natural park recently broke out in clashes, when the nuns gave chase. | https://www.nytimes.com/2023/11/05/world/europe/french-nuns-climate-activists-megachurch-standoff.html | nyt://article/c580661a-5e63-5770-a438-5bce023c42a8 | By Emma Bubola | Article | 2023-11-05T03:00:53-05:00 | 2023-11-05T03:00:53-05:00 | 2023-11-05T03:00:53-05:00 | Demonstrations, Protests and Riots , Environment , Nuns , Conservation of Resources , Missionaries , Churches (Buildings) , Monuments and Memorials (Structures), Building (Construction) | Roman Catholic Church | France | https://static01.nyt.com/images/2023/11/05/multimedia/05fighter-nuns-sub-02-bfhj/05fighter-nuns-sub-02-bfhj-superJumbo.jpg , https://static01.nyt.com/images/2023/11/05/multimedia/05fighter-nuns-sub-02-bfhj/05fighter-nuns-sub-02-bfhj-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/05/multimedia/05fighter-nuns-sub-02-bfhj/05fighter-nuns-sub-02-bfhj-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1391 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Members of the Missionary Family of Our Lady clashed with environmental activists last month at the construction site of a new religious center in the village of Saint-Pierre-de-Colombier, in southern France., Members of the Missionary Family of Our Lady clashed with environmental activists last month at the construction site of a new religious center in the village of Saint-Pierre-de-Colombier, in southern France., Members of the Missionary Family of Our Lady clashed with environmental activists last month at the construction site of a new religious center in the village of Saint-Pierre-de-Colombier, in southern France., Alexa Brunet , Alexa Brunet , Alexa Brunet | ||||
| nyt://promo/f497414d-4b0c-5835-b7e3-fc4054872003 | Promo | 2023-11-05T03:25:57-05:00 | 2023-11-05T03:17:17-05:00 | 2023-11-05T03:17:17-05:00 | https://static01.nyt.com/images/2023/11/05/multimedia/05israel-hamas-lfjc/05israel-hamas-lfjc-superJumbo.jpg , https://static01.nyt.com/images/2023/11/05/multimedia/05israel-hamas-lfjc/05israel-hamas-lfjc-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/05/multimedia/05israel-hamas-lfjc/05israel-hamas-lfjc-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , The Israeli military took journalists into northern Gaza for four hours on Saturday. , The Israeli military took journalists into northern Gaza for four hours on Saturday. , The Israeli military took journalists into northern Gaza for four hours on Saturday. , Ronen Bergman/The New York Times , Ronen Bergman/The New York Times , Ronen Bergman/The New York Times | |||||||||||||
| world | europe | ‘I Am Dreaming It Will Stop’: A Deadlocked War Tests Ukrainian Morale | Pessimism over prospects for a quick victory is increasing, and the spirit that infused the first days of the conflict is starting to fade, polls find. | https://www.nytimes.com/2023/11/05/world/europe/ukraine-war-morale.html | nyt://article/9d23cb7b-12fd-51c5-83ef-991d7818ee34 | By Andrew E. Kramer | Article | 2023-11-05T00:01:18-04:00 | 2023-11-05T00:01:18-04:00 | 2023-11-05T00:01:18-04:00 | Polls and Public Opinion , International Relations , Russian Invasion of Ukraine (2022), Defense and Military Forces , Demonstrations, Protests and Riots, Civilian Casualties | European Union | Zaluzhny, Valery , Zelensky, Volodymyr | Ukraine, Russia | https://static01.nyt.com/images/2023/11/04/multimedia/04ukraine-mood-01-qwjv/04ukraine-mood-01-qwjv-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04ukraine-mood-01-qwjv/04ukraine-mood-01-qwjv-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04ukraine-mood-01-qwjv/04ukraine-mood-01-qwjv-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1367 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Local residents gathering outside a damaged building in Avdiivka, Ukraine. Polls show that opposition to a negotiated settlement with Russia has dropped for the first time since the invasion., Local residents gathering outside a damaged building in Avdiivka, Ukraine. Polls show that opposition to a negotiated settlement with Russia has dropped for the first time since the invasion., Local residents gathering outside a damaged building in Avdiivka, Ukraine. Polls show that opposition to a negotiated settlement with Russia has dropped for the first time since the invasion., Nicole Tung for The New York Times , Nicole Tung for The New York Times , Nicole Tung for The New York Times | |||
| world | middleeast | In the Aftermath of the Hamas Attack: Portraits of Survivors | Thousands of Israelis were attacked on the morning of Oct. 7, after Hamas gunmen surged into southern Israel from Gaza. Many survivors remain traumatized by the experience. | https://www.nytimes.com/interactive/2023/11/03/world/middleeast/israel-hamas-attack-survivor-photos.html | nyt://interactive/40bb9039-7f8d-5507-839c-7ec45cb13bcf | Photographs by Avishag Shaar-Yashuv | Interactive | 2023-11-04T15:21:12-04:00 | 2023-11-03T18:41:10-04:00 | 2023-11-03T18:41:10-04:00 | Israel-Gaza War (2023- ), Jews and Judaism | Hamas | Gaza Strip, Israel | https://static01.nyt.com/images/2023/11/03/world/israel-survivors/israel-survivors-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/world/israel-survivors/israel-survivors-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/world/israel-survivors/israel-survivors-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1366 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , , , , Avishag Shaar-Yashuv for The New York Times , Avishag Shaar-Yashuv for The New York Times , Avishag Shaar-Yashuv for The New York Times | ||||
| world | americas | The New Enemies of Argentina’s Far Right: Swifties and the BTS Army | Javier Milei wants to be Argentina’s next president. But first he must get around legions of angry Taylor Swift and BTS fans. | https://www.nytimes.com/2023/11/04/world/americas/argentina-election-swift.html | nyt://article/4a2be3c4-4ba4-54d5-a04f-e61bbc72b705 | By Natalie Alcoba | Article | 2023-11-04T05:02:18-04:00 | 2023-11-04T05:02:18-04:00 | 2023-11-04T05:02:18-04:00 | Elections | BTS (Music Group) | Swift, Taylor , Milei, Javier , Massa, Sergio (1972- ) | Argentina | https://static01.nyt.com/images/2023/11/03/multimedia/03argentina-election-swift-01-hcvj/03argentina-election-swift-01-hcvj-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03argentina-election-swift-01-hcvj/03argentina-election-swift-01-hcvj-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03argentina-election-swift-01-hcvj/03argentina-election-swift-01-hcvj-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 2046 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Macarena, 29, a member of a group calling on fans of Taylor Swift to vote against the Argentine presidential candidate Javier Milei. She declined to give her full name because she said the group had been threatened., Macarena, 29, a member of a group calling on fans of Taylor Swift to vote against the Argentine presidential candidate Javier Milei. She declined to give her full name because she said the group had been threatened., Macarena, 29, a member of a group calling on fans of Taylor Swift to vote against the Argentine presidential candidate Javier Milei. She declined to give her full name because she said the group had been threatened., Anita Pouchard Serra for The New York Times , Anita Pouchard Serra for The New York Times , Anita Pouchard Serra for The New York Times | |||
| world | europe | Zelensky Rebuke of Top General Signals Rift in Ukrainian Leadership | The presidential office said Gen. Valery Zaluzhny’s declaration that the war is at a stalemate was helpful to the Russians. | https://www.nytimes.com/2023/11/04/world/europe/zelensky-rebuke-general-zaluzhny.html | nyt://article/dd3e92df-12e0-5a08-9509-94ec4933098c | By Andrew E. Kramer and Constant Méheut | Article | 2023-11-04T23:25:51-04:00 | 2023-11-04T12:59:14-04:00 | 2023-11-04T12:59:14-04:00 | Politics and Government , Defense and Military Forces , Russian Invasion of Ukraine (2022) | Zaluzhny, Valery , Zelensky, Volodymyr | Ukraine | https://static01.nyt.com/images/2023/11/04/multimedia/04ukraine-top-sub-hqjf/04ukraine-top-sub-hqjf-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04ukraine-top-sub-hqjf/04ukraine-top-sub-hqjf-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04ukraine-top-sub-hqjf/04ukraine-top-sub-hqjf-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , A soldier of the 63rd Mechanized Brigade in a contested frontline area near Kreminna, in the Donetsk region of eastern Ukraine., A soldier of the 63rd Mechanized Brigade in a contested frontline area near Kreminna, in the Donetsk region of eastern Ukraine., A soldier of the 63rd Mechanized Brigade in a contested frontline area near Kreminna, in the Donetsk region of eastern Ukraine., Tyler Hicks/The New York Times , Tyler Hicks/The New York Times , Tyler Hicks/The New York Times | ||||
| world | asia | Earthquake in Western Nepal Kills More Than 150 | Thousands of families were left under the open sky as rescuers searched for survivors in the mountainous villages where the earthquake struck. | https://www.nytimes.com/2023/11/03/world/asia/nepal-earthquake.html | nyt://article/dcdd503b-ea16-5573-939b-ab57a7ba7721 | By Bhadra Sharma | Article | 2023-11-04T23:28:40-04:00 | 2023-11-03T18:40:02-04:00 | 2023-11-03T18:40:02-04:00 | Earthquakes , Deaths (Fatalities), Rescues | Nepal | https://static01.nyt.com/images/2023/11/04/multimedia/04nepal-quake-qvwc/04nepal-quake-qvwc-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04nepal-quake-qvwc/04nepal-quake-qvwc-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/04/multimedia/04nepal-quake-qvwc/04nepal-quake-qvwc-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1363 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , The aftermath of the earthquake in Nepal on Saturday. , The aftermath of the earthquake in Nepal on Saturday. , The aftermath of the earthquake in Nepal on Saturday. , Prakash Mathema/Agence France-Presse — Getty Images , Prakash Mathema/Agence France-Presse — Getty Images , Prakash Mathema/Agence France-Presse — Getty Images | |||||
| world | asia | Militant Attack on Air Base Is Latest Episode to Unnerve Pakistan | Though it was repelled, the incident is part of a worrying trend of increased assaults on military targets and a rise in extremist violence more generally. | https://www.nytimes.com/2023/11/04/world/asia/pakistan-air-base-attack.html | nyt://article/6562633c-48e2-51dc-bd2f-388a97258087 | By Salman Masood | Article | 2023-11-04T23:29:06-04:00 | 2023-11-04T10:43:40-04:00 | 2023-11-04T10:43:40-04:00 | Military Bases and Installations, Terrorism , Military Aircraft , Defense and Military Forces | Taliban , Tehrik-e-Taliban | Pakistan , Afghanistan | https://static01.nyt.com/images/2023/11/04/multimedia/04pakistan-attack-01-vtqg/04pakistan-attack-01-vtqg-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04pakistan-attack-01-vtqg/04pakistan-attack-01-vtqg-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04pakistan-attack-01-vtqg/04pakistan-attack-01-vtqg-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , In Pakistan near the border with Afghanistan. Tensions have been rising between the two countries since the Taliban returned to power two years ago., In Pakistan near the border with Afghanistan. Tensions have been rising between the two countries since the Taliban returned to power two years ago., In Pakistan near the border with Afghanistan. Tensions have been rising between the two countries since the Taliban returned to power two years ago., Caren Firouz/Reuters , Caren Firouz/Reuters , Caren Firouz/Reuters | ||||
| world | asia | Chapter 3: Bargaining for Time | She had dreams of a prestigious government career. Her family wanted an engagement she couldn’t refuse. | https://www.nytimes.com/2023/11/04/world/asia/india-women-jobs.html | nyt://article/f22a02b8-fafe-58e1-b1aa-76922a782d2c | By Amanda Taub, Emily Schmall, Shalini Venugopal Bhagat and Andrea Bruce | Article | 2023-11-04T11:26:23-04:00 | 2023-11-04T05:00:03-04:00 | 2023-11-04T05:00:03-04:00 | The Interpreter | INDIA’S DAUGHTERS | Women and Girls , Weddings and Engagements, Careers and Professions , Education , Law and Legislation , Labor and Jobs , Marriages | India | https://static01.nyt.com/images/2023/04/03/multimedia/00indias-daughters-promo2/00indias-daughters-01-vkbh-superJumbo.jpg , https://static01.nyt.com/images/2023/04/03/multimedia/00indias-daughters-promo2/00indias-daughters-01-vkbh-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/04/03/multimedia/00indias-daughters-promo2/00indias-daughters-01-vkbh-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , , , , Andrea Bruce for The New York Times , Andrea Bruce for The New York Times , Andrea Bruce for The New York Times | ||||
| world | australia | Why China and Australia Are Reconciling. Sort of. | Both sides have been cautious in the run-up to Prime Minister Anthony Albanese’s trip to Beijing, avoiding terms like “reset” in favor of “stabilization.” | https://www.nytimes.com/2023/11/03/world/australia/china-xi-albanese-relations.html | nyt://article/4622c1e0-9867-5daf-ae51-38ed4e0e99b0 | By Damien Cave | Article | 2023-11-04T23:27:45-04:00 | 2023-11-03T22:32:10-04:00 | 2023-11-03T22:32:10-04:00 | news analysis | International Trade and World Market | Albanese, Anthony (1963- ) | Australia, China | https://static01.nyt.com/images/2023/11/04/multimedia/04oz-china-cpfz/04oz-china-cpfz-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04oz-china-cpfz/04oz-china-cpfz-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04oz-china-cpfz/04oz-china-cpfz-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Prime Minister Anthony Albanese of Australia being welcomed by Xiao Qian, second left, China’s ambassador to Australia, upon his arrival in Shanghai on Saturday., Prime Minister Anthony Albanese of Australia being welcomed by Xiao Qian, second left, China’s ambassador to Australia, upon his arrival in Shanghai on Saturday., Prime Minister Anthony Albanese of Australia being welcomed by Xiao Qian, second left, China’s ambassador to Australia, upon his arrival in Shanghai on Saturday., Lukas Coch/EPA, via Shutterstock , Lukas Coch/EPA, via Shutterstock , Lukas Coch/EPA, via Shutterstock | |||
| world | asia | ‘Just Like Medicine’: A New Push for Divorce in a Nation Where It’s Illegal | A campaign in the Philippines that frames divorce as a basic human right is gaining momentum, despite systemic and religious barriers. | https://www.nytimes.com/2023/11/04/world/asia/philippines-divorce-illegal-legislation.html | nyt://article/7aa71636-7f54-5c8c-9757-61dc3a6941cb | By Sui-Lee Wee and Ezra Acayan | Article | 2023-11-05T01:45:39-04:00 | 2023-11-04T02:07:10-04:00 | 2023-11-04T02:07:10-04:00 | Law and Legislation , Divorce, Separations and Annulments, Religion and Belief | Roman Catholic Church | Philippines | https://static01.nyt.com/images/2023/10/09/multimedia/00philippines-divorce-01-vkmb/00philippines-divorce-01-vkmb-superJumbo.jpg , https://static01.nyt.com/images/2023/10/09/multimedia/00philippines-divorce-01-vkmb/00philippines-divorce-01-vkmb-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/10/09/multimedia/00philippines-divorce-01-vkmb/00philippines-divorce-01-vkmb-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Janet Kristine Guevarra had to save more than a year’s wages to pay for an annulment. A court rejected her appeal. , Janet Kristine Guevarra had to save more than a year’s wages to pay for an annulment. A court rejected her appeal. , Janet Kristine Guevarra had to save more than a year’s wages to pay for an annulment. A court rejected her appeal. , , , | ||||
| world | africa | As a Teen, She Loved Video Games. Now She’s Using A.I. to Try to Quash Malaria. | Rokhaya Diagne, a 25-year-old A.I. entrepreneur in Senegal, is part of a subset of Africa’s enormous youth population that is confident technology can solve the continent’s biggest problems. | https://www.nytimes.com/2023/11/03/world/africa/senegal-young-ai-entrepreneur.html | nyt://article/6f204f69-ec26-5487-a111-a3a1a0daff12 | By Dionne Searcey | Article | 2023-11-03T23:21:17-04:00 | 2023-11-03T05:00:56-04:00 | 2023-11-03T05:00:56-04:00 | The Saturday Profile | Malaria , Artificial Intelligence , Start-ups , Research , Computers and the Internet , Content Type: Personal Profile, Youth | Diagne, Rokhaya | Senegal , Dakar (Senegal), Africa | https://static01.nyt.com/images/2023/11/03/multimedia/03africa19-profile-01-cgvf/03africa19-profile-01-cgvf-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03africa19-profile-01-cgvf/03africa19-profile-01-cgvf-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03africa19-profile-01-cgvf/03africa19-profile-01-cgvf-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Rokhaya Diagne, 25, a computer science major in Senegal, has channeled her teenage love for video games into a new passion: using artificial intelligence to help eradicate malaria., Rokhaya Diagne, 25, a computer science major in Senegal, has channeled her teenage love for video games into a new passion: using artificial intelligence to help eradicate malaria., Rokhaya Diagne, 25, a computer science major in Senegal, has channeled her teenage love for video games into a new passion: using artificial intelligence to help eradicate malaria., Carmen Abd Ali for The New York Times , Carmen Abd Ali for The New York Times , Carmen Abd Ali for The New York Times | |||
| world | africa | U.S. Faces Tricky Questions With African Trade Group | Tensions hung over a trade summit in Johannesburg after the Biden administration suspended four African countries that had belonged to a program aimed at promoting economic development. | https://www.nytimes.com/2023/11/03/world/africa/us-africa-agoa-suspensions.html | nyt://article/66e911b8-330c-558e-9e95-10155dee03b1 | By John Eligon and Lynsey Chutel | Article | 2023-11-03T23:20:32-04:00 | 2023-11-03T14:56:59-04:00 | 2023-11-03T14:56:59-04:00 | United States International Relations , International Trade and World Market , Human Rights and Human Rights Violations, Democracy (Theory and Philosophy) , Economic Conditions and Trends | Biden, Joseph R Jr | Africa , Uganda , Gabon , Central African Republic | https://static01.nyt.com/images/2023/11/03/multimedia/03africa-trade-01-zmph/03africa-trade-01-zmph-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03africa-trade-01-zmph/03africa-trade-01-zmph-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03africa-trade-01-zmph/03africa-trade-01-zmph-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Delegates from the United States and Africa attend the African Growth and Opportunity Act summit in Johannesburg on Friday. , Delegates from the United States and Africa attend the African Growth and Opportunity Act summit in Johannesburg on Friday. , Delegates from the United States and Africa attend the African Growth and Opportunity Act summit in Johannesburg on Friday. , Kim Ludbrook/EPA, via Shutterstock , Kim Ludbrook/EPA, via Shutterstock , Kim Ludbrook/EPA, via Shutterstock | ||||
| world | europe | Flooding in Tuscany Leaves Six Dead | Storm Ciaran swept into Italy with torrential rains overnight, continuing its deadly push across Western Europe. | https://www.nytimes.com/2023/11/03/world/europe/flooding-tuscany-italy.html | nyt://article/05110745-cf0d-55b9-b402-4d7644e52805 | By Gaia Pianigiani | Article | 2023-11-03T23:22:37-04:00 | 2023-11-03T12:44:24-04:00 | 2023-11-03T12:44:24-04:00 | Deaths (Fatalities), Floods , Rain | Italy , Florence (Italy), Tuscany (Italy) , Western Europe | https://static01.nyt.com/images/2023/11/03/multimedia/03italy-flood-swap-lkwj/03italy-flood-swap-lkwj-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03italy-flood-swap-lkwj/03italy-flood-swap-lkwj-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03italy-flood-swap-lkwj/03italy-flood-swap-lkwj-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , People cleaning the street in Montemurlo, Italy, on Friday after heavy rains overnight. , People cleaning the street in Montemurlo, Italy, on Friday after heavy rains overnight. , People cleaning the street in Montemurlo, Italy, on Friday after heavy rains overnight. , Federico Scoppa/Agence France-Presse — Getty Images , Federico Scoppa/Agence France-Presse — Getty Images , Federico Scoppa/Agence France-Presse — Getty Images | |||||
| world | europe | Hamburg Airport Closed After Armed Man Drives Onto Tarmac, Prompting Standoff | The driver, who has a child with him, fired at least one shot in the air and parked his car near a plane that has since been evacuated, officials said. | https://www.nytimes.com/2023/11/04/world/europe/hamburg-airport-shooting.html | nyt://article/950b34dd-cb55-5aeb-99ff-d2fa52f81fcb | By Orlando Mayorquin | Article | 2023-11-05T03:02:58-05:00 | 2023-11-04T19:04:46-04:00 | 2023-11-04T19:04:46-04:00 | Airports , Kidnapping and Hostages , Police , Evacuations and Evacuees | Hamburg (Germany) | https://static01.nyt.com/images/2023/11/04/multimedia/04xp-germany-hgvc/04xp-germany-hgvc-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04xp-germany-hgvc/04xp-germany-hgvc-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/04/multimedia/04xp-germany-hgvc/04xp-germany-hgvc-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1363 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Emergency and police vehicles at the scene of a security breach at the Hamburg Airport on Saturday. , Emergency and police vehicles at the scene of a security breach at the Hamburg Airport on Saturday. , Emergency and police vehicles at the scene of a security breach at the Hamburg Airport on Saturday. , Jonas Walzberg/DPA, via Associated Press , Jonas Walzberg/DPA, via Associated Press , Jonas Walzberg/DPA, via Associated Press | |||||
| world | middleeast | Blinken Meets Arab Ministers in Bid to Calm Outrage Over Gaza Airstrikes | A missile attack on an ambulance convoy has drawn severe criticism, including from the U.N., but Israel says it was transporting Hamas fighters. | https://www.nytimes.com/2023/11/04/world/middleeast/blinken-arab-ministers-gaza-airstrikes.html | nyt://article/dd39e119-837c-5761-ae3b-035eed0927fa | By Adam Entous and Thomas Fuller | Article | 2023-11-04T23:31:55-04:00 | 2023-11-04T19:00:18-04:00 | 2023-11-04T19:00:18-04:00 | Israel-Gaza War (2023- ) , Civilian Casualties , Hospitals , Shortages , Ambulances , United States International Relations | Al Shifa Hospital (Gaza Strip) , International Federation of Red Cross and Red Crescent Societies | Blinken, Antony J , Guterres, Antonio , Netanyahu, Benjamin | Amman (Jordan), Gaza Strip , Israel , Turkey | https://static01.nyt.com/images/2023/11/04/multimedia/04israel-ledeall-add01-bcqg/04israel-ledeall-add01-bcqg-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04israel-ledeall-add01-bcqg/04israel-ledeall-add01-bcqg-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/04/multimedia/04israel-ledeall-add01-bcqg/04israel-ledeall-add01-bcqg-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Searching through the rubble of a destroyed building after an Israeli airstrike in Khan Yunis, in the southern Gaza Strip, on Friday., Searching through the rubble of a destroyed building after an Israeli airstrike in Khan Yunis, in the southern Gaza Strip, on Friday., Searching through the rubble of a destroyed building after an Israeli airstrike in Khan Yunis, in the southern Gaza Strip, on Friday., Yousef Masoud for The New York Times , Yousef Masoud for The New York Times , Yousef Masoud for The New York Times | |||
| us | politics | U.S. Officials Outline Steps to Israel to Reduce Civilian Casualties | The measures include using smaller bombs against Hamas, U.S. officials said. | https://www.nytimes.com/2023/11/04/us/politics/israel-gaza-deaths-bombs.html | nyt://article/4a7a2112-d58c-5203-ac6a-dc9904f60b4c | By Adam Entous, Eric Schmitt and Julian E. Barnes | Article | 2023-11-04T23:21:23-04:00 | 2023-11-04T16:46:49-04:00 | 2023-11-04T16:46:49-04:00 | Israel-Gaza War (2023- ) , Civilian Casualties , Defense and Military Forces , Targeted Killings , Drones (Pilotless Planes) , United States International Relations , Peace Process , United States Politics and Government , War Crimes, Genocide and Crimes Against Humanity | Hamas , Hezbollah | Biden, Joseph R Jr , Blinken, Antony J , Netanyahu, Benjamin, Moulton, Seth W | Gaza Strip , Israel , Jabaliya Refugee Camp (Gaza Strip) | https://static01.nyt.com/images/2023/11/04/multimedia/04dc-israel-intel-ltjz/04dc-israel-intel-ltjz-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04dc-israel-intel-ltjz/04dc-israel-intel-ltjz-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/04/multimedia/04dc-israel-intel-ltjz/04dc-israel-intel-ltjz-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Secretary of State Antony J. Blinken said Friday during a visit to Israel that he had spoken to Prime Minister Benjamin Netanyahu about “concrete steps” that the United States believes Israel could and should take to minimize civilian deaths., Secretary of State Antony J. Blinken said Friday during a visit to Israel that he had spoken to Prime Minister Benjamin Netanyahu about “concrete steps” that the United States believes Israel could and should take to minimize civilian deaths., Secretary of State Antony J. Blinken said Friday during a visit to Israel that he had spoken to Prime Minister Benjamin Netanyahu about “concrete steps” that the United States believes Israel could and should take to minimize civilian deaths., Pool photo by Jonathan Ernst , Pool photo by Jonathan Ernst , Pool photo by Jonathan Ernst | |||
| briefing | Rothko, in Pain and Glory | An illuminating new museum retrospective. Plus, a new podcast for kids and the latest from the Middle East. | https://www.nytimes.com/2023/11/04/briefing/rothko-in-pain-and-glory.html | nyt://article/0da26539-a028-5d00-b731-47b55d384545 | By Lyna Bentahar | Article | 2023-11-04T06:57:43-04:00 | 2023-11-04T06:57:43-04:00 | 2023-11-04T06:57:43-04:00 | internal-storyline-no, Art , Museums , Culture (Arts) | Rothko, Mark | Paris (France) | https://static01.nyt.com/images/2023/10/26/multimedia/29themorning-rothko/29themorning-rothko-superJumbo.jpg , https://static01.nyt.com/images/2023/10/26/multimedia/29themorning-rothko/29themorning-rothko-threeByTwoSmallAt2X-v2.jpg, https://static01.nyt.com/images/2023/10/26/multimedia/29themorning-rothko/29themorning-rothko-thumbLarge-v2.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 2048 , 400 , 150 , 1904 , 600 , 150 , image , image , image , photo , photo , photo , Mark Rothko’s “No. 14” (1960). , Mark Rothko’s “No. 14” (1960). , Mark Rothko’s “No. 14” (1960). , Kate Rothko Prizel and Christopher Rothko/Artists Rights Society (ARS), New York , Kate Rothko Prizel and Christopher Rothko/Artists Rights Society (ARS), New York , Kate Rothko Prizel and Christopher Rothko/Artists Rights Society (ARS), New York | |||||
| world | americas | Remembering Riopelle, the First Canadian Modern Artist Recognized by the World | A series of events marking the centennial of the artist’s birth includes a major retrospective at the National Gallery of Canada. | https://www.nytimes.com/2023/11/04/world/americas/canada-letter-riopelle-modern-art.html | nyt://article/6730fb56-4abf-5e77-9204-ad1f18756220 | By Ian Austen | Article | 2023-11-04T06:00:02-04:00 | 2023-11-04T06:00:02-04:00 | 2023-11-04T06:00:02-04:00 | Art , Museums | Jean Paul Riopelle | Canada | https://static01.nyt.com/images/2023/11/04/world/04canadaletter-NGA1/04canadaletter-NGA1-superJumbo.jpg , https://static01.nyt.com/images/2023/11/04/world/04canadaletter-NGA1/04canadaletter-NGA1-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/04/world/04canadaletter-NGA1/04canadaletter-NGA1-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1368 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Opening night of the National Gallery of Canada’s Riopelle retrospective. , Opening night of the National Gallery of Canada’s Riopelle retrospective. , Opening night of the National Gallery of Canada’s Riopelle retrospective. , Ian Austen/The New York Times , Ian Austen/The New York Times , Ian Austen/The New York Times | ||||
| world | middleeast | Rashida Tlaib Posts Video Accusing Biden of Supporting ‘Genocide’ | Representative Tlaib has been on the leading edge of a group of Democrats critical of the president’s embrace of Israel, but the accusation marks an extraordinary broadside from a lawmaker of his own party. | https://www.nytimes.com/2023/11/03/world/middleeast/rashida-tlaib-biden-israel-palestinians.html | nyt://article/c230a030-e8a7-50ff-93f7-dd8e2f969f06 | By Kayla Guo | Article | 2023-11-04T20:15:17-04:00 | 2023-11-03T23:20:57-04:00 | 2023-11-03T23:20:57-04:00 | Israel-Gaza War (2023- ) , Civilian Casualties , War Crimes, Genocide and Crimes Against Humanity, Palestinians , United States Politics and Government | House of Representatives | Tlaib, Rashida , Biden, Joseph R Jr | Israel , Gaza Strip | https://static01.nyt.com/images/2023/11/03/world/03tlaib-israel-hamas/03tlaib-israel-hamas-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/world/03tlaib-israel-hamas/03tlaib-israel-hamas-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/03/world/03tlaib-israel-hamas/03tlaib-israel-hamas-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1364 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Representative Rashida Tlaib, a Democrat of Michigan and the only Palestinian American member of Congress, at a demonstration outside the Capitol in Washington last month., Representative Rashida Tlaib, a Democrat of Michigan and the only Palestinian American member of Congress, at a demonstration outside the Capitol in Washington last month., Representative Rashida Tlaib, a Democrat of Michigan and the only Palestinian American member of Congress, at a demonstration outside the Capitol in Washington last month., Celal Gunes/Anadolu, via Getty Images , Celal Gunes/Anadolu, via Getty Images , Celal Gunes/Anadolu, via Getty Images | |||
| world | middleeast | Israel Used 2,000-Pound Bombs in Strike on Jabaliya, Analysis Shows | Impact craters from the Oct. 31 strike on the densely packed Gaza neighborhood are approximately 40 feet wide. Israel said it was aiming at underground Hamas targets. | https://www.nytimes.com/2023/11/03/world/middleeast/israel-bomb-jabaliya.html | nyt://article/c63fe739-39d1-5d78-b971-76834b06c1ec | By Christoph Koettl, Ainara Tiefenthäler, Haley Willis and Alexander Cardia | Article | 2023-11-04T17:37:56-04:00 | 2023-11-03T21:16:34-04:00 | 2023-11-03T21:16:34-04:00 | Israel-Gaza War (2023- ) , Civilian Casualties , Palestinians , Bombs and Explosives , Defense and Military Forces | Hamas | Gaza Strip , Israel , Jabaliya Refugee Camp (Gaza Strip), Middle East | https://static01.nyt.com/images/2023/11/03/video/03israel-hamas-VI-jabaliya-promo/VI-Jabaliya-Sat1-superJumbo.png , https://static01.nyt.com/images/2023/11/03/video/03israel-hamas-VI-jabaliya-promo/03israel-hamas-VI-jabaliya-promo-threeByTwoSmallAt2X-v2.png, https://static01.nyt.com/images/2023/11/03/video/03israel-hamas-VI-jabaliya-promo/03israel-hamas-VI-jabaliya-promo-thumbLarge.png , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1418 , 400 , 150 , 1200 , 600 , 150 , image , image , image , photo , photo , photo , Some of the craters from the Oct. 31 airstrike are seen in this satellite image captured on Nov. 1. , Some of the craters from the Oct. 31 airstrike are seen in this satellite image captured on Nov. 1. , Some of the craters from the Oct. 31 airstrike are seen in this satellite image captured on Nov. 1. , Maxar Technologies , Maxar Technologies , Maxar Technologies | ||||
| world | middleeast | Hamas put wounded fighters on departure lists, delaying efforts to evacuate foreigners, a U.S. official says. | People holding dual, U.S. or other foreign citizenship had been unable to cross the Gaza border into Egypt for weeks. | https://www.nytimes.com/2023/11/03/world/middleeast/hamas-gaza-evacuees-rafah-crossing.html | nyt://article/90bc8df1-6e89-5f54-b4e3-02f376bd1458 | By Michael D. Shear | Article | 2023-11-04T20:11:13-04:00 | 2023-11-03T20:53:03-04:00 | 2023-11-03T20:53:03-04:00 | Israel-Gaza War (2023- ) | Hamas | Rafah (Gaza Strip), Gaza Strip , Israel , Egypt | https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-nsc-border-delay-01-lpkb/03israel-hamas-nsc-border-delay-01-lpkb-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-nsc-border-delay-01-lpkb/03israel-hamas-nsc-border-delay-01-lpkb-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-nsc-border-delay-01-lpkb/03israel-hamas-nsc-border-delay-01-lpkb-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Ambulances carrying wounded people from Gaza waited to cross the Rafah border into Egypt from southern Gaza on Wednesday. , Ambulances carrying wounded people from Gaza waited to cross the Rafah border into Egypt from southern Gaza on Wednesday. , Ambulances carrying wounded people from Gaza waited to cross the Rafah border into Egypt from southern Gaza on Wednesday. , Samar Abu Elouf for The New York Times , Samar Abu Elouf for The New York Times , Samar Abu Elouf for The New York Times | ||||
| world | middleeast | Palestinian TV Reporter and 11 Family Members Killed in Gaza | Mohammed Abu Hatab is the latest journalist to die while covering the Israel-Hamas war, which has killed more media workers than any other conflict in the area since 1992. | https://www.nytimes.com/2023/11/03/world/middleeast/mohammed-abu-hatab-reporter-killed-gaza.html | nyt://article/ee15df7b-54e3-57dd-bb77-3d40de746fec | By Gaya Gupta | Article | 2023-11-04T17:16:55-04:00 | 2023-11-03T19:43:43-04:00 | 2023-11-03T19:43:43-04:00 | Israel-Gaza War (2023- ) , News and News Media , Civilian Casualties , Deaths (Fatalities) , Palestinians , Defense and Military Forces | Mohammed Abu Hatab | Gaza Strip, Israel | https://static01.nyt.com/images/2023/11/03/world/middleeast/03vid-Mohamed-journo-funeral/03vid-Mohamed-journo-funeral-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/world/middleeast/03vid-Mohamed-journo-funeral/03vid-Mohamed-journo-funeral-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/world/middleeast/03vid-Mohamed-journo-funeral/03vid-Mohamed-journo-funeral-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1080 , 400 , 150 , 720 , 600 , 150 , image , image , image , photo , photo , photo , , , , Samar Abu Elouf , Samar Abu Elouf , Samar Abu Elouf | ||||
| world | middleeast | Blinken Urges ‘Pauses’ in Fighting to Deliver Aid for Gaza Civilians | Prime Minister Benjamin Netanyahu of Israel appeared to rebuff the Biden administration’s request, saying that any cease-fire would be contingent on the release of Israeli hostages taken by Hamas. | https://www.nytimes.com/2023/11/03/world/middleeast/israel-hamas-blinken-gaza.html | nyt://article/08716b48-6d26-5d5b-bd6b-eb95871a2fe4 | By Adam Entous and Thomas Fuller | Article | 2023-11-04T11:47:11-04:00 | 2023-11-03T17:00:14-04:00 | 2023-11-03T17:00:14-04:00 | Israel-Gaza War (2023- ) , Palestinians , Civilian Casualties , Deaths (Fatalities) , Humanitarian Aid , Terrorism , United States International Relations, Politics and Government , Kidnapping and Hostages , Defense and Military Forces , Hospitals , Ambulances | Hamas | Blinken, Antony J , Biden, Joseph R Jr , Netanyahu, Benjamin | Israel , Gaza Strip | https://static01.nyt.com/images/2023/11/03/multimedia/03israel-blinken-01-fbph/03israel-blinken-01-fbph-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03israel-blinken-01-fbph/03israel-blinken-01-fbph-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03israel-blinken-01-fbph/03israel-blinken-01-fbph-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1366 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Secretary of State Antony J. Blinken met with President Isaac Herzog of Israel during his visit to Tel Aviv on Friday. , Secretary of State Antony J. Blinken met with President Isaac Herzog of Israel during his visit to Tel Aviv on Friday. , Secretary of State Antony J. Blinken met with President Isaac Herzog of Israel during his visit to Tel Aviv on Friday. , Jonathan Ernst/Reuters , Jonathan Ernst/Reuters , Jonathan Ernst/Reuters | |||
| world | middleeast | Many are killed near a Gaza hospital, its chief says, in a strike the Israelis say was aimed at Hamas. | The Israeli military said it targeted an ambulance “being used by a Hamas terrorist cell.” At the time, Palestinians said, a convoy of ambulances was preparing to take wounded people to the Gaza border. | https://www.nytimes.com/2023/11/03/world/middleeast/al-shifa-hospital-gaza-explosion.html | nyt://article/01d71baa-0424-56ca-956c-5050ab2be485 | By Karen Zraick and Iyad Abuheweila | Article | 2023-11-03T23:50:21-04:00 | 2023-11-03T13:49:13-04:00 | 2023-11-03T13:49:13-04:00 | vis-photo | https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-strike-1-ghml/03israel-hamas-strike-1-ghml-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-strike-1-ghml/03israel-hamas-strike-1-ghml-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-strike-1-ghml/03israel-hamas-strike-1-ghml-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1364 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Palestinians pulling an ambulance after a convoy was hit Friday at the entrance of Shifa Hospital in Gaza City. , Palestinians pulling an ambulance after a convoy was hit Friday at the entrance of Shifa Hospital in Gaza City. , Palestinians pulling an ambulance after a convoy was hit Friday at the entrance of Shifa Hospital in Gaza City. , Reuters , Reuters , Reuters | ||||||
| world | europe | David Kirke, Who Made the First Modern Bungee Jump, Dies at 78 | An Oxford-educated prankster as colorful as he was daring, he accidentally helped invent a new extreme sport in the 1970s. | https://www.nytimes.com/2023/11/03/world/europe/david-kirke-dead.html | nyt://article/25c92008-20ec-5072-819b-a3240aa7eafe | By Alex Williams | Article | 2023-11-03T17:12:15-04:00 | 2023-11-03T13:30:32-04:00 | 2023-11-03T13:30:32-04:00 | Deaths (Obituaries) , Bungee Jumping (Sport), Writing and Writers , Stunts and Stuntmen | Oxford University | Kirke, David (1945-2023) | England | https://static01.nyt.com/images/2023/11/02/multimedia/02kirke-02-03-01-zmfp/02kirke-02-03-01-zmfp-superJumbo-v3.jpg , https://static01.nyt.com/images/2023/11/02/multimedia/02kirke-02-03-01-zmfp/02kirke-02-03-01-zmfp-threeByTwoSmallAt2X-v2.jpg , https://static01.nyt.com/images/2023/11/02/multimedia/02kirke-02-03-01-zmfp/02kirke-02-03-01-zmfp-thumbLarge-v3.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1407 , 400 , 150 , 1865 , 600 , 150 , image , image , image , photo , photo , photo , David Kirke on April 1, 1979, when he was the first member of the Dangerous Sports Club, which he helped found, to bungee jump off the Clifton Suspension Bridge in Bristol, England., David Kirke on April 1, 1979, when he was the first member of the Dangerous Sports Club, which he helped found, to bungee jump off the Clifton Suspension Bridge in Bristol, England., David Kirke on April 1, 1979, when he was the first member of the Dangerous Sports Club, which he helped found, to bungee jump off the Clifton Suspension Bridge in Bristol, England., Dafydd Jones , Dafydd Jones , Dafydd Jones | |||
| world | asia | Japan and Philippines, Wary of China, Look to Expand Military Ties | An agreement, driven by the shared view that Beijing increasingly poses a threat to the region, would give Tokyo access to bases and make it easier to conduct joint drills. | https://www.nytimes.com/2023/11/03/world/asia/japan-philippines-china-defense-agreement.html | nyt://article/aa68185b-2a35-5945-b729-7c0aa0dc13cc | By Sui-Lee Wee and Camille Elemia | Article | 2023-11-04T00:06:25-04:00 | 2023-11-03T11:19:17-04:00 | 2023-11-03T11:19:17-04:00 | Defense and Military Forces , International Relations , Territorial Disputes , United States International Relations, internal-storyline-no | Kishida, Fumio , Marcos, Ferdinand Jr | Japan , Philippines, China | https://static01.nyt.com/images/2023/11/03/multimedia/03japan-philippines-01-lzqb/03japan-philippines-01-lzqb-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03japan-philippines-01-lzqb/03japan-philippines-01-lzqb-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03japan-philippines-01-lzqb/03japan-philippines-01-lzqb-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Prime Minister Fumio Kishida of Japan, seated, at the presidential palace in Manila on Friday, where he met with President Ferdinand Marcos Jr. of the Philippines. , Prime Minister Fumio Kishida of Japan, seated, at the presidential palace in Manila on Friday, where he met with President Ferdinand Marcos Jr. of the Philippines. , Prime Minister Fumio Kishida of Japan, seated, at the presidential palace in Manila on Friday, where he met with President Ferdinand Marcos Jr. of the Philippines. , Pool photo by Aaron Favila , Pool photo by Aaron Favila , Pool photo by Aaron Favila | ||||
| world | americas | Is Fluminense the Team of the Future? | A soccer revolution started with a text message, but the broader game wants proof. A win in the Copa Libertadores final on Saturday might provide it. | https://www.nytimes.com/2023/11/03/world/americas/copa-libertadores-fluminense-boca-juniors.html | nyt://article/a148fe4e-ed2b-57bc-9a80-2bf7d8f1b952 | By Rory Smith | Article | 2023-11-04T00:09:59-04:00 | 2023-11-03T11:00:03-04:00 | 2023-11-03T11:00:03-04:00 | The On Soccer Newsletter | Soccer , Copa Libertadores (Soccer), Coaches and Managers | Fluminense (Soccer Team) , Boca Juniors (Soccer Team) | Diniz, Fernando (1974- ) | Brazil | https://static01.nyt.com/images/2023/11/03/multimedia/03rory-fluminense-kcvl/03rory-fluminense-kcvl-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03rory-fluminense-kcvl/03rory-fluminense-kcvl-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03rory-fluminense-kcvl/03rory-fluminense-kcvl-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1520 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Fluminense will face Boca Juniors in the Copa Libertadores final on Saturday. , Fluminense will face Boca Juniors in the Copa Libertadores final on Saturday. , Fluminense will face Boca Juniors in the Copa Libertadores final on Saturday. , Mauro Pimentel/Agence France-Presse — Getty Images , Mauro Pimentel/Agence France-Presse — Getty Images , Mauro Pimentel/Agence France-Presse — Getty Images | ||
| world | asia | New Delhi Chokes as Annual Curse of Pollution Returns With a Vengeance | Schools shut down and residents were told to stay indoors as the government seems unable to avert an airborne calamity with multiple culprits that descends at the onset of winter. | https://www.nytimes.com/2023/11/03/world/asia/new-delhi-india-pollution.html | nyt://article/0c04caf9-c80f-5279-b963-444110a3f0ee | By Alex Travelli and Hari Kumar | Article | 2023-11-03T11:23:18-04:00 | 2023-11-03T10:35:31-04:00 | 2023-11-03T10:35:31-04:00 | Air Pollution , Politics and Government | Delhi (India) | https://static01.nyt.com/images/2023/11/03/multimedia/03india-air-01-kqpm/03india-air-01-kqpm-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03india-air-01-kqpm/03india-air-01-kqpm-threeByTwoSmallAt2X.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03india-air-01-kqpm/03india-air-01-kqpm-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Traffic in New Delhi on Friday. Despite the attempts to mitigate the effects of the pollution, there was little immediate relief for the city’s many millions of residents., Traffic in New Delhi on Friday. Despite the attempts to mitigate the effects of the pollution, there was little immediate relief for the city’s many millions of residents., Traffic in New Delhi on Friday. Despite the attempts to mitigate the effects of the pollution, there was little immediate relief for the city’s many millions of residents., Associated Press , Associated Press , Associated Press | |||||
| us | politics | Biden Hosts Leaders of South American Nations for an Economic Summit | One goal is to help bolster economies of countries across the region so they can better absorb the millions of migrants who are fleeing poverty, political instability and natural disasters. | https://www.nytimes.com/2023/11/03/us/politics/biden-south-america-summit-migration.html | nyt://article/9f876ca9-f480-5129-bc99-3215938019b0 | By Michael D. Shear | Article | 2023-11-03T23:34:43-04:00 | 2023-11-03T10:09:29-04:00 | 2023-11-03T10:09:29-04:00 | Illegal Immigration , International Relations , United States Politics and Government | Inter-American Development Bank | Biden, Joseph R Jr | https://static01.nyt.com/images/2023/11/03/multimedia/03dc-summit-2-fmlh/03dc-summit-2-fmlh-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03dc-summit-2-fmlh/03dc-summit-2-fmlh-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03dc-summit-2-fmlh/03dc-summit-2-fmlh-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1365 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , President Biden hosted leaders from 11 Western countries to address immigration and the economy. , President Biden hosted leaders from 11 Western countries to address immigration and the economy. , President Biden hosted leaders from 11 Western countries to address immigration and the economy. , Yuri Gripas for The New York Times , Yuri Gripas for The New York Times , Yuri Gripas for The New York Times | ||||
| world | europe | Russia Sends Biggest Drone Barrage in Weeks, Ukrainian Officials Say | Army officials and military analysts say it is part of a campaign to wear down and probe Ukrainian air defenses ahead of winter. | https://www.nytimes.com/2023/11/03/world/europe/russia-ukraine-drone-strikes.html | nyt://article/7c245b83-e75d-5068-bcbd-463084ae0349 | By Constant Méheut | Article | 2023-11-03T23:22:11-04:00 | 2023-11-03T09:48:07-04:00 | 2023-11-03T09:48:07-04:00 | Russian Invasion of Ukraine (2022) , Drones (Pilotless Planes) , Defense and Military Forces , Stockpiling , Politics and Government , Deaths (Fatalities) , Missiles and Missile Defense Systems | Zelensky, Volodymyr | Ukraine | https://static01.nyt.com/images/2023/11/03/multimedia/03ukrane-drones-zkch/03ukrane-drones-zkch-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03ukrane-drones-zkch/03ukrane-drones-zkch-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03ukrane-drones-zkch/03ukrane-drones-zkch-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1336 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , The site of a drone strike early on Friday in Kharkiv, in northeastern Ukraine. , The site of a drone strike early on Friday in Kharkiv, in northeastern Ukraine. , The site of a drone strike early on Friday in Kharkiv, in northeastern Ukraine. , Sergey Kozlov/EPA, via Shutterstock , Sergey Kozlov/EPA, via Shutterstock , Sergey Kozlov/EPA, via Shutterstock | ||||
| world | europe | Headwind Cycling Race Called Off Over Too Much Wind | Storm Ciarán, which has battered Western Europe this week, proved too much for a quirky Dutch cycling competition. | https://www.nytimes.com/2023/11/03/world/europe/ciaran-netherlands-cycling.html | nyt://article/2cce90b4-5c0d-52ae-aad9-974bc44ebf7b | By Claire Moses | Article | 2023-11-03T09:38:56-04:00 | 2023-11-03T09:38:56-04:00 | 2023-11-03T09:38:56-04:00 | Cycling, Road , Wind , Rain , Bicycles and Bicycling, Athletics and Sports , Weather | Eneco Holding NV | Amsterdam (Netherlands), Netherlands | https://static01.nyt.com/images/2023/11/03/multimedia/03xp-headwind-02/03xp-headwind-02-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03xp-headwind-02/03xp-headwind-02-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03xp-headwind-02/03xp-headwind-02-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1366 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Participants in a previous headwind cycling race brave gusts on their bicycles. , Participants in a previous headwind cycling race brave gusts on their bicycles. , Participants in a previous headwind cycling race brave gusts on their bicycles. , Arie Kievit , Arie Kievit , Arie Kievit | ||||
| world | middleeast | In High-Stakes Speech, Hezbollah’s Leader Stops Short of Call to Expand Hamas War | In his first public comments since the war in Gaza began, Hassan Nasrallah said his powerful Lebanese militia had bogged down Israeli forces to help Hamas. | https://www.nytimes.com/2023/11/03/world/middleeast/hezbollah-leader-address-israel-hamas-war-gaza.html | nyt://article/8ef52ded-ea52-5cda-afa8-f89140289ca7 | By Ben Hubbard | Article | 2023-11-03T23:17:23-04:00 | 2023-11-03T09:05:23-04:00 | 2023-11-03T09:05:23-04:00 | Palestinians , War and Armed Conflicts | Hezbollah, Hamas | Nasrallah, Hassan | Israel , Gaza Strip | https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-nasrallah-speech-tkjc/03israel-hamas-nasrallah-speech-tkjc-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-nasrallah-speech-tkjc/03israel-hamas-nasrallah-speech-tkjc-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03israel-hamas-nasrallah-speech-tkjc/03israel-hamas-nasrallah-speech-tkjc-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1366 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Hassan Nasrallah, the leader of the Lebanese militant group Hezbollah, seen onscreen in Beirut’s southern suburbs on Friday. , Hassan Nasrallah, the leader of the Lebanese militant group Hezbollah, seen onscreen in Beirut’s southern suburbs on Friday. , Hassan Nasrallah, the leader of the Lebanese militant group Hezbollah, seen onscreen in Beirut’s southern suburbs on Friday. , Mohamed Azakir/Reuters , Mohamed Azakir/Reuters , Mohamed Azakir/Reuters | |||
| world | middleeast | As Gaza War Enters New Phase, Israel Faces Pressure Over Civilian Deaths | Fears are rising that the conflict could spread to the occupied West Bank, where tensions are soaring among Palestinians angered over deadly Israeli airstrikes in Gaza. | https://www.nytimes.com/2023/11/03/world/middleeast/israel-invasion-gaza-hamas.html | nyt://article/c33535cd-3d2c-5118-8bab-26009b9f59e6 | By Mark Landler and Ronen Bergman | Article | 2023-11-05T01:07:01-04:00 | 2023-11-03T07:56:59-04:00 | 2023-11-03T07:56:59-04:00 | Israel-Gaza War (2023- ) , Defense and Military Forces , Palestinians , Terrorism , International Relations , Kidnapping and Hostages , Civilian Casualties , Deaths (Fatalities) , Refugees and Displaced Persons | Hamas , Hezbollah , Palestinian Authority | Abbas, Mahmoud , Biden, Joseph R Jr , Blinken, Antony J , Netanyahu, Benjamin , Smotrich, Bezalel (1980- ) | Gaza Strip , Israel , Jabaliya Refugee Camp (Gaza Strip), Lebanon , West Bank | https://static01.nyt.com/images/2023/11/03/multimedia/03israel-invasion-jpbg/03israel-invasion-jpbg-superJumbo.jpg , https://static01.nyt.com/images/2023/11/03/multimedia/03israel-invasion-jpbg/03israel-invasion-jpbg-threeByTwoSmallAt2X.jpg, https://static01.nyt.com/images/2023/11/03/multimedia/03israel-invasion-jpbg/03israel-invasion-jpbg-thumbLarge.jpg , Super Jumbo , threeByTwoSmallAt2X , Large Thumbnail , 1366 , 400 , 150 , 2048 , 600 , 150 , image , image , image , photo , photo , photo , Israeli soldiers working at an artillery unit near the Gaza border with Netivot, Israel, on Thursday. , Israeli soldiers working at an artillery unit near the Gaza border with Netivot, Israel, on Thursday. , Israeli soldiers working at an artillery unit near the Gaza border with Netivot, Israel, on Thursday. , Avishag Shaar-Yashuv for The New York Times , Avishag Shaar-Yashuv for The New York Times , Avishag Shaar-Yashuv for The New York Times |
#Count of Section
top_stories_df <- data.frame(
"section" = character(34),
"subsection" = character(34),
"title" = character(34),
"abstract" = character(34),
"url" = character(34),
"uri" = character(34),
"byline" = character(34),
"item_type" = character(34),
"updated" = character(34),
"created_date" = character(34),
"published_date" = character(34),
"material_type_facet" = character(34),
"kicker"= character(34),
"des_facet" = character(34),
"org_facet" = character(34),
"per_facet" = character(34),
"geo_facet" = character(34),
"multimedia" = character(34),
"short_url" = character(34)
)
# Check the structure of the data frame
str(top_stories_df)## 'data.frame': 34 obs. of 19 variables:
## $ section : chr "" "" "" "" ...
## $ subsection : chr "" "" "" "" ...
## $ title : chr "" "" "" "" ...
## $ abstract : chr "" "" "" "" ...
## $ url : chr "" "" "" "" ...
## $ uri : chr "" "" "" "" ...
## $ byline : chr "" "" "" "" ...
## $ item_type : chr "" "" "" "" ...
## $ updated : chr "" "" "" "" ...
## $ created_date : chr "" "" "" "" ...
## $ published_date : chr "" "" "" "" ...
## $ material_type_facet: chr "" "" "" "" ...
## $ kicker : chr "" "" "" "" ...
## $ des_facet : chr "" "" "" "" ...
## $ org_facet : chr "" "" "" "" ...
## $ per_facet : chr "" "" "" "" ...
## $ geo_facet : chr "" "" "" "" ...
## $ multimedia : chr "" "" "" "" ...
## $ short_url : chr "" "" "" "" ... colnames <- c(
"section",
"subsection",
"title",
"abstract",
"url",
"uri",
"byline",
"item_type",
"updated",
"created_date",
"published_date",
"material_type_facet",
"kicker",
"des_facet",
"org_facet",
"per_facet",
"geo_facet",
"multimedia",
"short_url"
)
colnames## [1] "section" "subsection" "title"
## [4] "abstract" "url" "uri"
## [7] "byline" "item_type" "updated"
## [10] "created_date" "published_date" "material_type_facet"
## [13] "kicker" "des_facet" "org_facet"
## [16] "per_facet" "geo_facet" "multimedia"
## [19] "short_url"byline <- top_stories_df %>%
group_by(byline) %>%
summarise(num=n()) %>%
arrange(desc(num))
byline## # A tibble: 1 × 2
## byline num
## <chr> <int>
## 1 "" 34