Gehad Gad
March 28th, 2020
DATA 607 Assignment 9
Assignment instructions:
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.
#Import libraries.
library(httr)
library(jsonlite)
library(jsonify)## Registered S3 method overwritten by 'jsonify':
## method from
## print.json jsonlitelibrary(rjson)##
## Attaching package: 'rjson'## The following objects are masked from 'package:jsonlite':
##
## fromJSON, toJSONlibrary(DT)
library(RCurl)I used the most popular API from nytimes.
#Import the data.
URL <- "https://api.nytimes.com/svc/mostpopular/v2/emailed/7.json?"
API_KEY <- "&api-key=apNn2DgbWnOCntVui5JfL15JLBRpJrXy"
NYURL <- paste(URL, API_KEY, sep = "")
NYTdata <- GET(NYURL)
DATA <- content(NYTdata, type = "text", encoding = "UTF-8")#I tried to use fromJSON or Parse but both did not work for some reason. I learned about jsonify and it worked here.
jsonify:: from_json(DATA)## $status
## [1] "OK"
##
## $copyright
## [1] "Copyright (c) 2020 The New York Times Company. All Rights Reserved."
##
## $num_results
## [1] 20
##
## $results
## uri
## 1 nyt://article/76a5a66c-de51-5074-b740-a1aa7de9410d
## 2 nyt://article/98bb606f-c110-5bf4-8b47-52023944a432
## 3 nyt://article/3d9b4342-4cdd-529d-85ef-010ecf94f856
## 4 nyt://article/69ff6c76-e28e-57da-b72f-00f7fdba6419
## 5 nyt://article/3199ad89-0415-5411-9b4e-53e5d626b24f
## 6 nyt://article/2f684b45-0f08-51a1-8140-b2605036920e
## 7 nyt://article/37b1afa7-2725-5edb-9ae5-0e5161f33a4e
## 8 nyt://article/ea9326ff-7d59-5d5d-a608-a955edfaa742
## 9 nyt://article/40f4410a-e039-5352-8702-d461d63165dc
## 10 nyt://article/d6a79fde-9db7-5eff-97d5-83185e5086a3
## 11 nyt://article/cbfa31ad-ac59-5ba4-b688-f579872a17c7
## 12 nyt://article/3bd8b8ab-c901-5a1b-a171-d71ad2ea63af
## 13 nyt://article/c79a7281-75d7-5f45-8f8c-82b7f5c2efe7
## 14 nyt://article/ac194a3c-07f8-598c-9976-3a0f96e3088b
## 15 nyt://article/86f9349b-984c-5768-8c7d-f688b6b9a8e6
## 16 nyt://article/bf106cdf-d6a1-56e4-aa2a-7ed0d54e04ef
## 17 nyt://article/41a6ec09-bb96-5132-95aa-a2d941650d9f
## 18 nyt://article/7bc0f32c-524c-57f5-9117-38ec285f88ee
## 19 nyt://article/a495dd13-09ab-5c9a-8614-ee8f6c367d81
## 20 nyt://article/4e276254-ba25-5887-ba9a-318f08b50402
## url
## 1 https://www.nytimes.com/2020/03/21/opinion/scott-kelly-coronavirus-isolation.html
## 2 https://www.nytimes.com/2020/03/20/opinion/coronavirus-pandemic-social-distancing.html
## 3 https://www.nytimes.com/2020/03/22/health/coronavirus-restrictions-us.html
## 4 https://www.nytimes.com/2020/03/22/opinion/coronavirus-economy.html
## 5 https://www.nytimes.com/2020/03/24/magazine/coronavirus-family.html
## 6 https://www.nytimes.com/article/coronavirus-stimulus-package-questions-answers.html
## 7 https://www.nytimes.com/2020/03/27/opinion/coronavirus-trump-evangelicals.html
## 8 https://www.nytimes.com/2020/03/18/books/comfort-books-celeste-ng-ann-patchett-and-others-coronavirus.html
## 9 https://www.nytimes.com/2020/03/20/opinion/sunday/coronavirus-outcomes.html
## 10 https://www.nytimes.com/2020/03/26/nyregion/coronavirus-brooklyn-hospital.html
## 11 https://www.nytimes.com/2020/03/22/health/coronavirus-symptoms-smell-taste.html
## 12 https://www.nytimes.com/2020/03/25/nyregion/nyc-coronavirus-hospitals.html
## 13 https://www.nytimes.com/2020/03/21/opinion/sunday/fauci-coronavirus-trump.html
## 14 https://www.nytimes.com/2020/03/27/business/stock-market-pandemic-coronavirus.html
## 15 https://www.nytimes.com/article/how-to-freeze-food.html
## 16 https://www.nytimes.com/2020/03/20/style/self-care/isolation-exercise-meditation-coronavirus.html
## 17 https://www.nytimes.com/2020/03/20/style/zoombombing-zoom-trolling.html
## 18 https://www.nytimes.com/2020/03/24/opinion/coronavirus-hospital-visits.html
## 19 https://www.nytimes.com/2020/03/19/us/coronavirus-location-tracking.html
## 20 https://www.nytimes.com/2020/03/23/opinion/coronavirus-young-people.html
## id asset_id source published_date updated
## 1 283492857 283492857 New York Times 2020-03-21 2020-03-27 12:28:06
## 2 283491175 283491175 New York Times 2020-03-20 2020-03-22 21:03:01
## 3 283485786 283485786 New York Times 2020-03-22 2020-03-27 12:30:10
## 4 283495101 283495101 New York Times 2020-03-22 2020-03-23 16:32:34
## 5 283499113 283499113 New York Times 2020-03-24 2020-03-25 11:27:25
## 6 283495904 283495904 New York Times 2020-03-26 2020-03-27 19:21:46
## 7 283499730 283499730 New York Times 2020-03-27 2020-03-27 21:23:10
## 8 283483838 283483838 New York Times 2020-03-18 2020-03-23 11:55:21
## 9 283491308 283491308 New York Times 2020-03-20 2020-03-22 13:31:19
## 10 283499680 283499680 New York Times 2020-03-26 2020-03-27 09:26:53
## 11 283495169 283495169 New York Times 2020-03-22 2020-03-27 12:30:02
## 12 283498695 283498695 New York Times 2020-03-25 2020-03-26 18:13:34
## 13 283493239 283493239 New York Times 2020-03-21 2020-03-27 12:28:07
## 14 283498388 283498388 New York Times 2020-03-27 2020-03-28 00:19:31
## 15 283501010 283501010 New York Times 2020-03-26 2020-03-27 18:10:16
## 16 283489103 283489103 New York Times 2020-03-20 2020-03-22 12:38:14
## 17 283493791 283493791 New York Times 2020-03-20 2020-03-22 17:55:50
## 18 283496623 283496623 New York Times 2020-03-24 2020-03-27 12:28:11
## 19 283489627 283489627 New York Times 2020-03-19 2020-03-20 07:49:07
## 20 283495088 283495088 New York Times 2020-03-23 2020-03-27 12:28:07
## section subsection nytdsection
## 1 Opinion opinion
## 2 Opinion opinion
## 3 Health health
## 4 Opinion opinion
## 5 Magazine magazine
## 6 Business business
## 7 Opinion opinion
## 8 Books books
## 9 Opinion Sunday Review opinion
## 10 New York new york
## 11 Health health
## 12 New York new york
## 13 Opinion Sunday Review opinion
## 14 Business business
## 15 Food food
## 16 Style Self-Care style
## 17 Style style
## 18 Opinion opinion
## 19 U.S. u.s.
## 20 Opinion opinion
## adx_keywords
## 1 Coronavirus (2019-nCoV);Space and Astronomy;Quarantines;National Aeronautics and Space Administration
## 2 Quarantines;Coronavirus (2019-nCoV);Shutdowns (Institutional);Epidemics;Immune System;Princess Cruises;Yale University
## 3 Shutdowns (Institutional);Coronavirus (2019-nCoV);Quarantines;Tests (Medical);Ventilators (Medical);Epidemics;Medical Devices;Stockpiling;Propaganda;Hospitals;Protective Clothing and Gear;Masks;Vaccination and Immunization;Oxygen;Hygiene and Cleanliness;Volunteers and Community Service;Drugs (Pharmaceuticals);Nursing and Nurses;Pneumonia;Deaths (Fatalities);California;China;Italy;New York City;United States
## 4 Quarantines;Shutdowns (Institutional);Coronavirus (2019-nCoV);Layoffs and Job Reductions;United States Economy;Katz, David L
## 5 Coronavirus (2019-nCoV);Emergency Medical Treatment;Tests (Medical);Protective Clothing and Gear
## 6 Coronavirus (2019-nCoV);Stimulus (Economic);Federal Aid (US);Unemployment Insurance;United States Economy;United States Politics and Government;Internal Revenue Service
## 7 United States Politics and Government;Coronavirus (2019-nCoV);Epidemics;Religion and Belief;Azar, Alex M II;Carson, Benjamin S;Falwell, Jerry Jr (1962- );Mueller, Robert S III;Health and Human Services Department;Liberty University;Family Research Council
## 8 Books and Literature;Writing and Writers;Ng, Celeste;Goldman, William;Gilbert, Elizabeth;Jansson, Tove;Reid, Kiley;Lamott, Anne;King, Lily (1963- );Smith, Dodie;Ware, Ruth (1977- );Mitford, Nancy;Stevenson, Bryan A (1959- );Wilkerson, Isabel;Patchett, Ann;Larson, Erik;Jiles, Paulette;Lee, Min Jin;de Balzac, Honore;Urrea, Luis Alberto;Kooser, Ted;Sullivan, J Courtney;Ptacin, Mira;Bloom, Amy;Hirshfield, Jane (1953- );Ferris, Joshua;Robinson, Marilynne;Brodesser-Akner, Taffy;Roth, Philip;LaValle, Victor D;Ellison, Harlan;Sittenfeld, Curtis;Albertalli, Becky;Simonson, Helen;Jerome, Jerome K;Jones, Tayari;Walker, Alice;Doyle, Glennon (1976- );Strayed, Cheryl;Miller, Madeline (1978- );Waters, Sarah;Kalanithi, Lucy;Muth, Jon J
## 9 Coronavirus (2019-nCoV);Ventilators (Medical);Tests (Medical);Quarantines;Shortages;Medical Devices;SARS (Severe Acute Respiratory Syndrome);Medicine and Health;Drugs (Pharmaceuticals);Influenza;Clinical Trials;United States
## 10 Coronavirus (2019-nCoV);Epidemics;Hospitals;Emergency Medical Treatment;Shortages;Tests (Medical);Protective Clothing and Gear;Masks;Ventilators (Medical);Brooklyn Hospital Center;Brooklyn (NYC)
## 11 Coronavirus (2019-nCoV);Smell (Olfaction);Tests (Medical);Quarantines;your-feed-science;American Academy of Otolaryngology;ENT UK
## 12 Coronavirus (2019-nCoV);Hospitals;Deaths (Fatalities);Ventilators (Medical);Medical Devices;Protective Clothing and Gear;Shortages;Elmhurst Hospital Center;Health and Hospitals Corp;Queens (NYC);Manhattan (NYC)
## 13 Coronavirus (2019-nCoV);United States Politics and Government;Epidemics;Fauci, Anthony S;Trump, Donald J;National Institute of Allergy and Infectious Diseases
## 14 Coronavirus (2019-nCoV);Stocks and Bonds;Personal Finances;Anxiety and Stress;Dow Jones Stock Average;Standard & Poor's 500-Stock Index
## 15 Cooking and Cookbooks;Seafood;Eggs;Cookies;Dairy Products;Vegetables;Cheese;Fruit;Meat;Home Appliances;Storage;Food
## 16 Exercise;Yoga;Hygiene and Cleanliness;Coronavirus (2019-nCoV);Quarantines;your-feed-selfcare
## 17 Mobile Applications;Social Media;Computers and the Internet;Privacy;Pornography;Videophones and Videoconferencing;your-feed-internet-culture;Zoom Video Communications
## 18 Coronavirus (2019-nCoV);Hospitals;Quarantines;Deaths (Fatalities)
## 19 Coronavirus (2019-nCoV);Mobile Applications;Surveillance of Citizens by Government;Privacy;Data-Mining and Database Marketing;Epidemics;Computers and the Internet;Smartphones;Great Britain
## 20 Coronavirus (2019-nCoV);Millennial Generation;Quarantines
## column
## 1 NA
## 2 NA
## 3 NA
## 4 NA
## 5 NA
## 6 NA
## 7 NA
## 8 NA
## 9 NA
## 10 NA
## 11 NA
## 12 NA
## 13 NA
## 14 NA
## 15 NA
## 16 NA
## 17 NA
## 18 NA
## 19 NA
## 20 NA
## byline
## 1 By Scott Kelly
## 2 By David L. Katz
## 3 By Donald G. McNeil Jr.
## 4 By Thomas L. Friedman
## 5 By Jessica Lustig
## 6 By Tara Siegel Bernard and Ron Lieber
## 7 By Katherine Stewart
## 8 By Elisabeth Egan and Tina Jordan
## 9 By Nicholas Kristof
## 10 By Sheri Fink
## 11 By Roni Caryn Rabin
## 12 By Michael Rothfeld, Somini Sengupta, Joseph Goldstein and Brian M. Rosenthal
## 13 By Maureen Dowd
## 14 By James B. Stewart
## 15 By Melissa Clark
## 16 By Anna Goldfarb
## 17 By Taylor Lorenz
## 18 By Daniela J. Lamas
## 19 By Jennifer Valentino-DeVries
## 20 By Fiona Lowenstein
## type
## 1 Article
## 2 Article
## 3 Article
## 4 Article
## 5 Article
## 6 Article
## 7 Article
## 8 Article
## 9 Article
## 10 Article
## 11 Article
## 12 Article
## 13 Article
## 14 Article
## 15 Article
## 16 Article
## 17 Article
## 18 Article
## 19 Article
## 20 Article
## title
## 1 I Spent a Year in Space, and I Have Tips on Isolation to Share
## 2 Is Our Fight Against Coronavirus Worse Than the Disease?
## 3 The Virus Can Be Stopped, but Only With Harsh Steps, Experts Say
## 4 A Plan to Get America Back to Work
## 5 What I Learned When My Husband Got Sick With Coronavirus
## 6 F.A.Q. on Stimulus Checks, Unemployment and the Coronavirus Plan
## 7 The Religious Right’s Hostility to Science Is Crippling Our Coronavirus Response
## 8 Celeste Ng, Ann Patchett, Min Jin Lee and Others on the Books That Bring Them Comfort
## 9 The Best-Case Outcome for the Coronavirus, and the Worst
## 10 ‘We’re in Disaster Mode’: Courage Inside a Brooklyn Hospital Confronting Coronavirus
## 11 Lost Sense of Smell May Be Peculiar Clue to Coronavirus Infection
## 12 13 Deaths in a Day: An ‘Apocalyptic’ Coronavirus Surge at an N.Y.C. Hospital
## 13 Thank God the Doctor Is In
## 14 I Became a Disciplined Investor Over 40 Years. The Virus Broke Me in 40 Days.
## 15 How to Freeze Just About Everything
## 16 You Can Take Care of Yourself in Coronavirus Quarantine or Isolation, Starting Right Now
## 17 ‘Zoombombing’: When Video Conferences Go Wrong
## 18 I’m on the Front Lines. I Have No Plan for This.
## 19 Translating a Surveillance Tool into a Virus Tracker for Democracies
## 20 I’m 26. Coronavirus Sent Me to the Hospital.
## abstract
## 1 Take it from someone who couldn’t: Go outside.
## 2 There may be more targeted ways to beat the pandemic.
## 3 Scientists who have fought pandemics describe difficult measures needed to defend the United States against a fast-moving pathogen.
## 4 Some experts say it can be done in weeks, not months — and the economy and public health are at stake.
## 5 Our world became one of isolation, round-the-clock care, panic and uncertainty — even as society carried on around us with all too few changes.
## 6 The $2 trillion relief bill will send money directly to Americans, greatly expand unemployment coverage and make a number of other changes.
## 7 Trump’s response to the pandemic has been haunted by the science denialism of his ultraconservative religious allies.
## 8 Looking for a respite from the news? You might find solace in reading.
## 9 Will we endure 2.2 million deaths? Or will we manage to turn things around?
## 10 Test kits and protective gear have been in short supply, doctors are falling sick, and every day gets more difficult. But the staff keeps showing up.
## 11 Doctor groups are recommending testing and isolation for people who lose their ability to smell and taste, even if they have no other symptoms.
## 12 Hospitals in the city are facing the kind of harrowing increases in cases that overwhelmed health care systems in China and Italy.
## 13 Peeking out our windows, we see America shriveling.
## 14 I’ve survived — and even prospered through — four stock-market crashes. But nothing prepared me for this.
## 15 Wondering how you can make the most of your freezer and your food? Melissa Clark can help.
## 16 Six things you can do right at this moment, along with some simple exercise equipment to get for your house.
## 17 As its user base rapidly expands, the videoconference app Zoom is seeing a rise in trolling and graphic content.
## 18 We’re not allowing visitors in the I.C.U. My patients will suffer in solitary confinement.
## 19 Health officials in Britain are building an app that would alert the people who have come in contact with someone known to have the coronavirus. The project aims to adapt China’s tracking efforts for countries wary of government surveillance.
## 20 Millennials: If you can’t stay at home for others, do it for yourselves.
## des_facet
## 1 Coronavirus (2019-nCoV), Space and Astronomy, Quarantines
## 2 Quarantines, Coronavirus (2019-nCoV), Shutdowns (Institutional), Epidemics, Immune System
## 3 Shutdowns (Institutional), Coronavirus (2019-nCoV), Quarantines, Tests (Medical), Ventilators (Medical), Epidemics, Medical Devices, Stockpiling, Propaganda, Hospitals, Protective Clothing and Gear, Masks, Vaccination and Immunization, Oxygen, Hygiene and Cleanliness, Volunteers and Community Service, Drugs (Pharmaceuticals), Nursing and Nurses, Pneumonia, Deaths (Fatalities)
## 4 Quarantines, Shutdowns (Institutional), Coronavirus (2019-nCoV), Layoffs and Job Reductions, United States Economy
## 5 Coronavirus (2019-nCoV), Emergency Medical Treatment, Tests (Medical), Protective Clothing and Gear
## 6 Coronavirus (2019-nCoV), Stimulus (Economic), Federal Aid (US), Unemployment Insurance, United States Economy, United States Politics and Government
## 7 United States Politics and Government, Coronavirus (2019-nCoV), Epidemics, Religion and Belief
## 8 Books and Literature, Writing and Writers
## 9 Coronavirus (2019-nCoV), Ventilators (Medical), Tests (Medical), Quarantines, Shortages, Medical Devices, SARS (Severe Acute Respiratory Syndrome), Medicine and Health, Drugs (Pharmaceuticals), Influenza, Clinical Trials
## 10 Coronavirus (2019-nCoV), Epidemics, Hospitals, Emergency Medical Treatment, Shortages, Tests (Medical), Protective Clothing and Gear, Masks, Ventilators (Medical)
## 11 Coronavirus (2019-nCoV), Smell (Olfaction), Tests (Medical), Quarantines, your-feed-science
## 12 Coronavirus (2019-nCoV), Hospitals, Deaths (Fatalities), Ventilators (Medical), Medical Devices, Protective Clothing and Gear, Shortages
## 13 Coronavirus (2019-nCoV), United States Politics and Government, Epidemics
## 14 Coronavirus (2019-nCoV), Stocks and Bonds, Personal Finances, Anxiety and Stress, Dow Jones Stock Average, Standard & Poor's 500-Stock Index
## 15 Cooking and Cookbooks, Seafood, Eggs, Cookies, Dairy Products, Vegetables, Cheese, Fruit, Meat, Home Appliances, Storage, Food
## 16 Exercise, Yoga, Hygiene and Cleanliness, Coronavirus (2019-nCoV), Quarantines, your-feed-selfcare
## 17 Mobile Applications, Social Media, Computers and the Internet, Privacy, Pornography, Videophones and Videoconferencing, your-feed-internet-culture
## 18 Coronavirus (2019-nCoV), Hospitals, Quarantines, Deaths (Fatalities)
## 19 Coronavirus (2019-nCoV), Mobile Applications, Surveillance of Citizens by Government, Privacy, Data-Mining and Database Marketing, Epidemics, Computers and the Internet, Smartphones
## 20 Coronavirus (2019-nCoV), Millennial Generation, Quarantines
## org_facet
## 1 National Aeronautics and Space Administration
## 2 Princess Cruises, Yale University
## 3 NULL
## 4 NULL
## 5 NULL
## 6 Internal Revenue Service
## 7 Health and Human Services Department, Liberty University, Family Research Council
## 8 NULL
## 9 NULL
## 10 Brooklyn Hospital Center
## 11 American Academy of Otolaryngology, ENT UK
## 12 Elmhurst Hospital Center, Health and Hospitals Corp
## 13 National Institute of Allergy and Infectious Diseases
## 14 NULL
## 15 NULL
## 16 NULL
## 17 Zoom Video Communications
## 18 NULL
## 19 NULL
## 20 NULL
## per_facet
## 1 NULL
## 2 NULL
## 3 NULL
## 4 Katz, David L
## 5 NULL
## 6 NULL
## 7 Azar, Alex M II, Carson, Benjamin S, Falwell, Jerry Jr (1962- ), Mueller, Robert S III
## 8 Ng, Celeste, Goldman, William, Gilbert, Elizabeth, Jansson, Tove, Reid, Kiley, Lamott, Anne, King, Lily (1963- ), Smith, Dodie, Ware, Ruth (1977- ), Mitford, Nancy, Stevenson, Bryan A (1959- ), Wilkerson, Isabel, Patchett, Ann, Larson, Erik, Jiles, Paulette, Lee, Min Jin, de Balzac, Honore, Urrea, Luis Alberto, Kooser, Ted, Sullivan, J Courtney, Ptacin, Mira, Bloom, Amy, Hirshfield, Jane (1953- ), Ferris, Joshua, Robinson, Marilynne, Brodesser-Akner, Taffy, Roth, Philip, LaValle, Victor D, Ellison, Harlan, Sittenfeld, Curtis, Albertalli, Becky, Simonson, Helen, Jerome, Jerome K, Jones, Tayari, Walker, Alice, Doyle, Glennon (1976- ), Strayed, Cheryl, Miller, Madeline (1978- ), Waters, Sarah, Kalanithi, Lucy, Muth, Jon J
## 9 NULL
## 10 NULL
## 11 NULL
## 12 NULL
## 13 Fauci, Anthony S, Trump, Donald J
## 14 NULL
## 15 NULL
## 16 NULL
## 17 NULL
## 18 NULL
## 19 NULL
## 20 NULL
## geo_facet
## 1 NULL
## 2 NULL
## 3 California, China, Italy, New York City, United States
## 4 NULL
## 5 NULL
## 6 NULL
## 7 NULL
## 8 NULL
## 9 United States
## 10 Brooklyn (NYC)
## 11 NULL
## 12 Queens (NYC), Manhattan (NYC)
## 13 NULL
## 14 NULL
## 15 NULL
## 16 NULL
## 17 NULL
## 18 NULL
## 19 Great Britain
## 20 NULL
## media
## 1 image, photo, Scott Kelly inside a Soyuz simulator at the Gagarin Cosmonaut Training Center in Star City, Russia, in preparation for travel to the International Space Station., Bill Ingalls/NASA, 1, https://static01.nyt.com/images/2020/03/21/opinion/21kellyWeb/21kellyWeb-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/21/opinion/21kellyWeb/21kellyWeb-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/21/opinion/21kellyWeb/21kellyWeb-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 2 image, photo, Medics transport a patient into an ambulance at a Seattle-area nursing home. The relatively small number of cases that do require such services are highly concentrated among those age 60 and older., David Ryder/Reuters, 1, https://static01.nyt.com/images/2020/03/20/opinion/sunday/20Katz1/20Katz1-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/20/opinion/sunday/20Katz1/merlin_170433579_7785c9d9-3244-4ffe-ad4c-ba76b94ba3ba-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/20/opinion/sunday/20Katz1/merlin_170433579_7785c9d9-3244-4ffe-ad4c-ba76b94ba3ba-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 3 image, photo, , Stephanie Keith for The New York Times, 1, https://static01.nyt.com/images/2020/04/22/us/22xp-virus-whatnowhp/22xp-virus-whatnowhp-thumbStandard-v2.jpg, https://static01.nyt.com/images/2020/04/22/us/22xp-virus-whatnowhp/22xp-virus-whatnowhp-mediumThreeByTwo210-v3.jpg, https://static01.nyt.com/images/2020/04/22/us/22xp-virus-whatnowhp/22xp-virus-whatnowhp-mediumThreeByTwo440-v3.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 4 image, photo, , Damon Winter/The New York Times, 1, https://static01.nyt.com/images/2020/03/22/opinion/22friedman1/22friedman1-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/22/opinion/22friedman1/22friedman1-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/22/opinion/22friedman1/22friedman1-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 5 image, photo, , Photo illustration by Delcan & Co., 1, https://static01.nyt.com/images/2020/03/24/magazine/24mag-corona/24mag-corona-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/24/magazine/24mag-corona/24mag-corona-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/24/magazine/24mag-corona/24mag-corona-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 6 image, photo, , Robert Neubecker, 1, https://static01.nyt.com/images/2020/03/27/business/26virus-qa/26virus-qa-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/27/business/26virus-qa/26virus-qa-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/27/business/26virus-qa/26virus-qa-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 7 image, photo, President Trump participated in a prayer before speaking at the Evangelicals for Trump kick-off rally at the King Jesus International Ministry in Miami in January., Tom Brenner/Reuters, 1, https://static01.nyt.com/images/2020/03/26/opinion/26Stewart1/26Stewart1-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/26/opinion/26Stewart1/26Stewart1-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/26/opinion/26Stewart1/26Stewart1-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 8 image, photo, , Stefano Guidi/Getty Images, 1, https://static01.nyt.com/images/2020/03/18/books/18comfort-sub/18comfort-sub-thumbStandard-v2.jpg, https://static01.nyt.com/images/2020/03/18/books/18comfort-sub/18comfort-sub-mediumThreeByTwo210-v2.jpg, https://static01.nyt.com/images/2020/03/18/books/18comfort-sub/18comfort-sub-mediumThreeByTwo440-v2.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 9 image, photo, Medical personnel waited Tuesday for the next patient at a Seattle drive-through coronavirus testing station., Elaine Thompson/Associated Press, 1, https://static01.nyt.com/images/2020/03/23/opinion/sunday/20Kristof1/20Kristof1-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/23/opinion/sunday/20Kristof1/merlin_170643480_ea88f681-763c-44af-a43f-1f2d9732fb13-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/23/opinion/sunday/20Kristof1/merlin_170643480_ea88f681-763c-44af-a43f-1f2d9732fb13-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 10 NULL
## 11 image, photo, A girl removed her mask to smell the flowers on a blooming tree in Skopje, North Macedonia, on Friday. Evidence is growing that lost sense of smell and taste are peculiar telltale signs of Covid-19, the disease caused by the coronavirus., Ognen Teofilovski/Reuters, 1, https://static01.nyt.com/images/2020/03/22/science/22virus-smell1/22virus-smell1-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/22/science/22virus-smell1/22virus-smell1-mediumThreeByTwo210-v2.jpg, https://static01.nyt.com/images/2020/03/22/science/22virus-smell1/22virus-smell1-mediumThreeByTwo440-v2.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 12 NULL
## 13 image, photo, Dr. Anthony Fauci isn’t comfortable with everything President Trump spouts at coronavirus briefings., Jonathan Ernst/Reuters, 1, https://static01.nyt.com/images/2020/03/22/opinion/22Dowd/22Dowd-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/22/opinion/22Dowd/merlin_170778453_ef2b5841-e33f-41fd-a9d2-34b2b882bd71-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/22/opinion/22Dowd/merlin_170778453_ef2b5841-e33f-41fd-a9d2-34b2b882bd71-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 14 image, photo, 2008: Traders at the Chicago Mercantile Exchange despairing early in the financial crisis. The author recalls shocked reactions when — with the market plunging and others boasting they’d had the foresight to get out — I said I was buying., Anthony Suau, 1, https://static01.nyt.com/images/2020/03/29/business/27VIRUS-STEWART-Lede/27VIRUS-STEWART-Lede-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/29/business/27VIRUS-STEWART-Lede/27VIRUS-STEWART-Lede-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/29/business/27VIRUS-STEWART-Lede/27VIRUS-STEWART-Lede-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 15 image, photo, , Jason Henry for The New York Times, 1, https://static01.nyt.com/images/2020/03/25/dining/25freezer/25freezer-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/25/dining/25freezer/merlin_152775873_03a32436-650f-4e5d-8bd1-6fe68b4ed117-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/25/dining/25freezer/merlin_152775873_03a32436-650f-4e5d-8bd1-6fe68b4ed117-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 16 image, photo, , Photo Illustration by The New York Times; Courtesy of Dani Johnson, 1, https://static01.nyt.com/images/2020/03/20/fashion/20virus-fitness-promo/20virus-fitness-promo-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/20/fashion/20virus-fitness-promo/20virus-fitness-promo-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/20/fashion/20virus-fitness-promo/20virus-fitness-promo-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 17 image, photo, , Photo illustration by Dado Ruvic/Reuters, 1, https://static01.nyt.com/images/2020/03/20/fashion/20ZOOMBOMBING-mobile-phone/20ZOOMBOMBING-mobile-phone-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/20/fashion/20ZOOMBOMBING-mobile-phone/merlin_170719812_da4bf4bd-5bf1-4f2a-b076-2f69776fb2ae-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/20/fashion/20ZOOMBOMBING-mobile-phone/merlin_170719812_da4bf4bd-5bf1-4f2a-b076-2f69776fb2ae-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 18 image, photo, , Ron Chapple/The Image Bank, via Getty Images Plus, 1, https://static01.nyt.com/images/2020/03/25/opinion/24Lamas/24Lamas-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/25/opinion/24Lamas/24Lamas-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/25/opinion/24Lamas/24Lamas-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 19 image, photo, The project relies on the voluntary participation of people who agree to have their location tracked., Justin Setterfield/Getty Images, 1, https://static01.nyt.com/images/2020/03/19/multimedia/19virus-datatracking/19virus-datatracking-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/19/multimedia/19virus-datatracking/19virus-datatracking-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/19/multimedia/19virus-datatracking/19virus-datatracking-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
## 20 image, photo, , Gabby Jones for The New York Times, 1, https://static01.nyt.com/images/2020/03/23/opinion/23lowensteinWeb/23lowensteinWeb-thumbStandard.jpg, https://static01.nyt.com/images/2020/03/23/opinion/23lowensteinWeb/23lowensteinWeb-mediumThreeByTwo210.jpg, https://static01.nyt.com/images/2020/03/23/opinion/23lowensteinWeb/23lowensteinWeb-mediumThreeByTwo440.jpg, Standard Thumbnail, mediumThreeByTwo210, mediumThreeByTwo440, 75, 140, 293, 75, 210, 440
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