Assignment - Web APIs

Assignment ask:

The New York Times web site provides a rich set of APIs, as described here: http://developer.nytimes.com/docs 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 to an R dataframe.

After reading the New York Times api documentation, I decided to make use of their GET APi using the consumer api key. I tried to fetch the data pertaining to topic “Artificial Intelligence”. Below is the code snippet. The meta data shows it returned 688 records.

url <- getURL("https://api.nytimes.com/svc/search/v2/articlesearch.json?api_key=35fe36fbf80e4f078f712490a23490ae&q=%22artificial%20intelligence%22&begin_date=20171001&end_date=20181003&all_results")

nytimes_DF <- fromJSON(url) 
totalhits <- nytimes_DF[3]$response$meta$hits
totalhits
## [1] 688

The result data is extracted and converted into a dataframe and is printed below. I’m seeing a problem here. Although the meta data shows 688 results, the data frame has only 10 records. The reason why it is returned 10 record is that the api returns only the first page. A page contains only 10 results. API has a pagination mechanism, so we need to individually pull each pages seperatly.

In order to resolve, we would need to fetch the individual page seperatly by call the GET api over and over.

data_GetCallDF <- nytimes_DF$response$docs %>%  select("web_url", "source", "pub_date", "document_type", "score") %>% data.frame() 

data_GetCallDF %>%
  kable() %>%
  kable_styling()
web_url source pub_date document_type score
https://www.nytimes.com/2018/06/29/your-money/artificial-intelligence-home-security.html The New York Times 2018-06-29T19:40:41+0000 article 406.9297
https://www.nytimes.com/2018/08/26/technology/pentagon-artificial-intelligence.html The New York Times 2018-08-26T22:00:03+0000 article 365.7689
https://www.nytimes.com/2018/03/19/opinion/artificial-intelligence.html The New York Times 2018-03-19T18:35:38+0000 article 364.0631
https://www.nytimes.com/2018/09/22/opinion/sunday/ai-china-united-states.html The New York Times 2018-09-22T18:30:06+0000 article 347.0700
https://www.nytimes.com/2018/07/09/books/review/future-of-work-darrell-m-west.html The New York Times 2018-07-09T19:00:05+0000 article 341.6051
https://www.nytimes.com/2018/06/20/technology/deep-learning-artificial-intelligence.html The New York Times 2018-06-20T20:27:52+0000 article 331.1191
https://www.nytimes.com/2018/01/04/opinion/leave-artificial-intelligence.html The New York Times 2018-01-04T23:57:19+0000 article 305.9247
https://www.nytimes.com/2018/03/06/us/artificial-intelligence-jobs.html The New York Times 2018-03-06T21:13:03+0000 article 298.4846
https://www.nytimes.com/2018/01/25/opinion/artificial-intelligence-black-box.html The New York Times 2018-01-25T10:45:24+0000 article 294.3917
https://www.nytimes.com/2018/02/12/technology/artificial-intelligence-new-work-summit.html The New York Times 2018-02-12T22:25:02+0000 article 291.8760

Another Option Let’s try another approach. NYT has published r package(rtimes) which acts as a client. I will use same search criteria and pull all records in single shot(all_results = TRUE). There is a drawback here too. If it reaches the limit, it automatically gets timeout. Hence pagination is the only solution..

Sys.setenv(NYTIMES_GEO_KEY = "35fe36fbf80e4f078f712490a23490ae")
Sys.setenv(NYTIMES_AS_KEY = "35fe36fbf80e4f078f712490a23490ae")
Sys.setenv(PROPUBLICA_API_KEY = "35fe36fbf80e4f078f712490a23490ae")

x <- as_search(q="artificial intelligence", begin_date = "20171001",
end_date = '20181003', all_results = TRUE)
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The total number of results fetched is 718, where as the total number of results fetched via GET call is 688. Looks like both are using different interface to pull from the database and there is some anomaly.

nrow(x$data)
## [1] 718

Below is the data fetched from the rtimes package(as_search method)

finalDF <- x$data %>% select("web_url","pub_date","source","score","byline.organization","type_of_material")

finalDF %>%
  kable() %>%
  kable_styling()
web_url pub_date source score byline.organization type_of_material
https://www.nytimes.com/2018/03/15/technology/military-artificial-intelligence.html 2018-03-15T12:00:06+0000 The New York Times 83.5850750 NA News
https://www.nytimes.com/paidpost/facebook/artificial-intelligence-how-we-help-machines-learn.html 2018-01-31T22:10:02+0000 NA 77.2744750 NA NA
https://www.nytimes.com/2017/12/13/technology/personaltech/busting-myths-ai.html 2017-12-13T15:37:10+0000 The New York Times 64.5652200 NA News
https://www.nytimes.com/paidpost/intel/can-whale-snot-and-artificial-intelligence-save-our-oceans.html 2017-11-22T15:50:09+0000 NA 63.4402920 NA NA
https://www.nytimes.com/2018/03/07/opinion/artificial-intelligence-human.html 2018-03-08T00:14:45+0000 The New York Times 58.4357760 NA Op-Ed
https://www.nytimes.com/2018/02/28/technology/paul-allen-ai-common-sense.html 2018-02-28T18:00:14+0000 The New York Times 56.0425760 NA News
https://www.nytimes.com/2018/08/11/opinion/there-will-never-be-an-age-of-artificial-intimacy.html 2018-08-11T10:00:04+0000 The New York Times 52.5224530 NA Op-Ed
https://www.nytimes.com/2018/09/14/arts/design/refik-anadol-la-philharmonic-disney-hall.html 2018-09-14T10:00:07+0000 The New York Times 50.2567830 NA News
https://www.nytimes.com/2018/08/16/movies/do-you-trust-this-computer-review.html 2018-08-16T11:00:01+0000 The New York Times 44.3799930 NA Review
https://www.nytimes.com/2018/07/24/business/dealbook/china-facial-recognition.html 2018-07-24T20:52:17+0000 The New York Times 43.2391970 NA News
https://www.nytimes.com/2018/05/04/technology/facebook-artificial-intelligence-researchers.html 2018-05-04T22:34:39+0000 The New York Times 42.3287300 NA News
https://www.nytimes.com/2018/06/18/technology/ibm-debater-artificial-intelligence.html 2018-06-19T02:00:01+0000 The New York Times 42.3123660 NA News
https://www.nytimes.com/2018/09/25/health/memorial-sloan-kettering-ethics-fundraising.html 2018-09-26T00:00:04+0000 The New York Times 42.0879480 NA News
https://www.nytimes.com/2018/08/09/technology/personaltech/samsung-new-galaxy-note-smartphone.html 2018-08-09T15:30:44+0000 The New York Times 41.0302160 NA News
https://www.nytimes.com/2018/05/08/technology/google-io.html 2018-05-08T22:11:52+0000 The New York Times 40.9452130 NA News
https://www.nytimes.com/2018/05/18/opinion/artificial-intelligence-challenges.html 2018-05-18T22:55:10+0000 The New York Times 40.3415640 NA Op-Ed
https://www.nytimes.com/interactive/2018/07/30/technology/robot-hands.html 2018-07-30T16:00:43+0000 The New York Times 40.3325800 NA Interactive Feature
https://www.nytimes.com/2018/06/09/technology/elon-musk-mark-zuckerberg-artificial-intelligence.html 2018-06-09T09:00:05+0000 The New York Times 38.7867000 NA News
https://www.nytimes.com/2018/08/08/arts/ai-comedy-artificial-intelligence-piotr-mirowski.html 2018-08-08T13:20:51+0000 The New York Times 38.1661340 NA News
https://www.nytimes.com/2018/08/16/technology/google-employees-protest-search-censored-china.html 2018-08-16T16:23:21+0000 The New York Times 38.1252800 NA News
https://www.nytimes.com/2018/04/02/opinion/2018-hals-odyssey-to-reality.html 2018-04-02T22:55:06+0000 The New York Times 37.5174400 NA Op-Ed
https://www.nytimes.com/2018/07/07/business/economy/algorithm-fashion-jobs.html 2018-07-07T10:00:06+0000 The New York Times 37.3358400 NA News
https://www.nytimes.com/2018/07/03/technology/cambridge-artificial-intelligence.html 2018-07-03T22:08:27+0000 The New York Times 36.9550500 NA News
https://www.nytimes.com/2018/06/07/technology/google-artificial-intelligence-weapons.html 2018-06-07T19:01:02+0000 The New York Times 35.9089430 NA News
https://www.nytimes.com/2018/05/30/technology/google-project-maven-pentagon.html 2018-05-30T09:00:13+0000 The New York Times 35.7988300 NA News
https://www.nytimes.com/2018/08/05/technology/workplace-ai.html 2018-08-05T22:35:52+0000 The New York Times 35.7453350 NA News
https://www.nytimes.com/2018/06/21/business/china-trump-emerging-industries.html 2018-06-21T16:41:05+0000 The New York Times 35.5189970 NA News
https://www.nytimes.com/2018/09/18/technology/trump-border-wall-lidar.html 2018-09-18T17:25:27+0000 The New York Times 35.4168130 NA News
https://www.nytimes.com/2018/09/20/health/memorial-sloan-kettering-cancer-paige-ai.html 2018-09-20T20:10:07+0000 The New York Times 35.0565900 NA News
https://www.nytimes.com/video/technology/100000005744020/facebooks-cat-and-mouse-game.html 2018-02-28T20:22:29+0000 The New York Times 34.8948020 The New York Times Video
https://www.nytimes.com/video/technology/100000005744114/kratsios-lets-not-rest-on-our-laurels.html 2018-02-26T17:36:52+0000 The New York Times 34.7726020 The New York Times Video
https://www.nytimes.com/2018/06/22/business/dealbook/amazon-staff-facial-recognition-protest.html 2018-06-22T16:48:19+0000 The New York Times 34.4032250 NA News
https://www.nytimes.com/video/admin/100000005753299/li-machine-values-are-human-values.html 2018-02-20T20:40:57+0000 The New York Times 34.2104000 The New York Times Video
https://www.nytimes.com/2018/07/16/opinion/sunday/high-tech-warfare.html 2018-07-16T13:58:59+0000 The New York Times 34.0488360 NA Op-Ed
https://www.nytimes.com/2018/09/03/business/silicon-valley-trump-government.html 2018-09-03T10:00:06+0000 The New York Times 34.0001680 NA News
https://www.nytimes.com/2018/06/01/business/dealbook/review-the-book-of-why-examines-the-science-of-cause-and-effect.html 2018-06-01T23:35:55+0000 The New York Times 33.8174500 NA News
https://www.nytimes.com/2018/06/01/technology/google-pentagon-project-maven.html 2018-06-01T19:49:01+0000 The New York Times 33.3000200 NA News
https://www.nytimes.com/video/admin/100000005742940/the-new-electricity.html 2018-02-20T16:34:41+0000 The New York Times 33.1228030 The New York Times Video
https://www.nytimes.com/2017/11/30/technology/ai-will-transform-the-economy-but-how-much-and-how-soon.html 2017-11-30T19:04:46+0000 The New York Times 32.7933270 NA News
https://www.nytimes.com/2018/05/11/technology/kevins-week-in-tech-are-googles-ai-powered-phone-calls-cool-creepy-or-both.html 2018-05-11T13:00:01+0000 The New York Times 32.0617900 NA News
https://www.nytimes.com/2018/09/21/technology/artificial-intelligence-jobs.html 2018-09-21T13:00:01+0000 The New York Times 32.0260000 NA News
https://www.nytimes.com/2018/09/13/technology/standard-market-retail-automation-behavioral-data.html 2018-09-13T20:05:18+0000 The New York Times 32.0199550 NA News
https://www.nytimes.com/2018/04/03/business/apple-hires-googles-ai-chief.html 2018-04-03T21:08:09+0000 The New York Times 31.9270320 NA News
https://www.nytimes.com/2018/05/23/business/emmanuel-macron-france-technology.html 2018-05-23T05:00:06+0000 The New York Times 31.8066860 NA News
https://www.nytimes.com/video/admin/100000005752547/jeff-weiner-on-jobs-of-the-future.html 2018-02-20T17:44:43+0000 The New York Times 31.6289330 The New York Times Video
https://www.nytimes.com/2018/02/12/technology/china-trump-artificial-intelligence.html 2018-02-12T23:33:35+0000 The New York Times 31.4790650 NA News
https://www.nytimes.com/2018/04/19/technology/artificial-intelligence-salaries-openai.html 2018-04-19T21:15:45+0000 The New York Times 31.4118210 NA News
https://www.nytimes.com/2017/11/21/opinion/technology-academy.html 2017-11-21T19:01:21+0000 The New York Times 31.0055180 NA Letter
https://www.nytimes.com/2018/09/13/opinion/google-censorship-trump-china.html 2018-09-13T19:37:25+0000 The New York Times 30.7899680 NA Op-Ed
https://www.nytimes.com/2018/09/25/opinion/trump-china-trade-economy-tech.html 2018-09-25T23:19:59+0000 The New York Times 30.7194290 NA Op-Ed
https://www.nytimes.com/2018/03/06/technology/google-artificial-intelligence.html 2018-03-06T18:24:55+0000 The New York Times 30.4616030 NA News
https://www.nytimes.com/video/admin/100000005752783/terah-lyons-on-ais-dismal-diversity.html 2018-02-20T18:14:09+0000 The New York Times 30.3074150 The New York Times Video
https://www.nytimes.com/2018/02/19/technology/ai-researchers-desks-boss.html 2018-02-19T18:02:51+0000 The New York Times 30.1917130 NA News
https://www.nytimes.com/2018/07/21/technology/china-future-robot-waiters.html 2018-07-21T19:02:30+0000 The New York Times 30.0496560 NA News
https://www.nytimes.com/2018/03/26/technology/artificial-intelligence-hollywood.html 2018-03-26T15:14:17+0000 The New York Times 29.5942400 NA News
https://www.nytimes.com/interactive/2018/08/17/technology/alexa-siri-conversation.html 2018-08-17T09:00:11+0000 The New York Times 29.5416900 NA Interactive Feature
https://www.nytimes.com/2018/06/08/technology/supercomputer-china-us.html 2018-06-08T16:00:30+0000 The New York Times 29.3943800 NA News
https://www.nytimes.com/2018/03/14/technology/lyft-magna-driverless-cars.html 2018-03-14T21:13:55+0000 The New York Times 28.8526480 NA News
https://www.nytimes.com/2017/11/05/technology/machine-learning-artificial-intelligence-ai.html 2017-11-05T18:37:12+0000 The New York Times 28.7895530 NA News
https://www.nytimes.com/2018/03/22/technology/personaltech/google-assistant-conversation.html 2018-03-22T13:00:07+0000 The New York Times 28.6144260 NA Question
https://www.nytimes.com/2018/04/18/science/robots-ikea-furniture.html 2018-04-18T20:21:43+0000 The New York Times 28.4856950 NA News
https://www.nytimes.com/2018/04/04/technology/google-letter-ceo-pentagon-project.html 2018-04-04T14:55:32+0000 The New York Times 28.4565750 NA News
https://www.nytimes.com/interactive/2018/07/31/universal/robotica-manos.html 2018-07-31T19:38:12+0000 The New York Times 28.3452450 NA Interactive Feature
https://www.nytimes.com/2018/06/21/opinion/facial-analysis-technology-bias.html 2018-06-21T15:06:39+0000 The New York Times 28.1763670 NA Op-Ed
https://www.nytimes.com/2017/11/13/magazine/how-the-resistance-helped-democrats-dominate-virginia.html 2017-11-13T10:00:02+0000 The New York Times 28.0475880 NA News
https://www.nytimes.com/2018/03/29/technology/microsoft-reorganizes-to-fuel-cloud-and-ai-businesses.html 2018-03-29T20:33:27+0000 The New York Times 27.8760430 NA News
https://www.nytimes.com/2017/12/13/business/google-ai-china.html 2017-12-13T11:46:20+0000 The New York Times 27.6799100 NA News
https://www.nytimes.com/interactive/2018/01/02/technology/ai-generated-photos.html 2018-01-02T23:44:12+0000 The New York Times 27.6505370 NA Interactive Feature
https://www.nytimes.com/video/business/100000005739135/the-future-of-ai-in-3-minutes.html 2018-02-14T15:33:17+0000 The New York Times 27.3535020 The New York Times Video
https://www.nytimes.com/interactive/2018/02/21/technology/conversational-bots.html 2018-02-21T22:44:56+0000 The New York Times 27.3262420 NA Interactive Feature
https://www.nytimes.com/2018/04/23/opinion/westworld-conscious-robots-morality.html 2018-04-23T09:45:04+0000 The New York Times 27.2223600 NA Op-Ed
https://www.nytimes.com/2018/05/07/technology/microsoft-moral-leader.html 2018-05-07T22:48:22+0000 The New York Times 27.0499170 NA News
https://www.nytimes.com/2018/02/12/technology/google-artificial-intelligence-chips.html 2018-02-12T14:00:26+0000 The New York Times 26.7134740 NA News
https://www.nytimes.com/2017/11/19/technology/huawei-mate-10-smartphone.html 2017-11-19T20:09:38+0000 The New York Times 26.6132660 NA News
https://www.nytimes.com/2018/02/09/technology/facial-recognition-race-artificial-intelligence.html 2018-02-09T21:07:53+0000 The New York Times 26.5133200 NA News
https://www.nytimes.com/2018/07/08/business/china-surveillance-technology.html 2018-07-08T18:35:35+0000 The New York Times 26.4338260 NA News
https://www.nytimes.com/2018/04/23/technology/youtube-video-removal.html 2018-04-23T22:54:05+0000 The New York Times 26.3262300 NA News
https://www.nytimes.com/2018/01/31/technology/amazon-china-health-care-ai.html 2018-01-31T23:22:49+0000 The New York Times 26.1713580 NA News
https://www.nytimes.com/2017/10/04/technology/google-pixel-hardware.html 2017-10-04T19:41:44+0000 The New York Times 25.2776640 NA News
https://www.nytimes.com/2018/06/19/technology/tech-companies-immigration-border.html 2018-06-19T23:00:05+0000 The New York Times 25.2615930 NA News
https://www.nytimes.com/2018/04/19/opinion/silicon-valley-military-contract.html 2018-04-19T09:45:04+0000 The New York Times 25.2585660 NA Op-Ed
https://www.nytimes.com/2018/01/12/business/ai-investing-humans-dominating.html 2018-01-12T20:00:29+0000 The New York Times 25.2060740 NA News
https://www.nytimes.com/2017/10/24/learning/teaching-activities-for-tech-giants-are-paying-huge-salaries-for-scarce-ai-talent.html 2017-10-24T06:32:00+0000 The New York Times 25.0922220 NA News
https://www.nytimes.com/2017/11/06/technology/artificial-intelligence-start-up.html 2017-11-07T00:00:32+0000 The New York Times 25.0704770 NA News
https://www.nytimes.com/2018/05/10/technology/alexa-siri-hidden-command-audio-attacks.html 2018-05-10T09:00:07+0000 The New York Times 24.9135820 NA News
https://www.nytimes.com/2018/01/17/technology/google-sells-ai.html 2018-01-17T14:00:26+0000 The New York Times 24.7677230 NA News
https://www.nytimes.com/2018/01/17/technology/ibm-earnings.html 2018-01-17T23:42:40+0000 The New York Times 24.6918580 NA News
https://www.nytimes.com/2017/12/31/technology/google-images-voters.html 2017-12-31T22:40:26+0000 The New York Times 24.6248230 NA News
https://www.nytimes.com/2018/07/26/technology/amazon-aclu-facial-recognition-congress.html 2018-07-26T12:26:53+0000 The New York Times 24.3692650 NA News
https://www.nytimes.com/2018/02/12/business/computer-science-ethics-courses.html 2018-02-12T19:29:56+0000 The New York Times 24.2147220 NA News
https://www.nytimes.com/2017/12/05/business/china-internet-conference-wuzhen.html 2017-12-05T18:29:15+0000 The New York Times 24.1026080 NA News
https://www.nytimes.com/2018/05/08/technology/gpu-chip-shortage.html 2018-05-08T16:38:31+0000 The New York Times 23.8863030 NA News
https://www.nytimes.com/2018/06/28/opinion/china-trade-war-technology.html 2018-06-28T10:00:03+0000 The New York Times 23.4592110 NA Op-Ed
https://www.nytimes.com/2018/01/18/business/ibm-revenue.html 2018-01-18T22:48:02+0000 The New York Times 23.3124450 NA News
https://www.nytimes.com/2017/12/15/world/canada/haiti-broadway-via-edmonton-canada-letter.html 2017-12-15T22:54:00+0000 The New York Times 22.8181500 NA News
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https://www.nytimes.com/2018/03/27/opinion/china-economy-state-capitalism-winning.html 2018-03-27T15:27:17+0000 The New York Times 13.2824490 NA Op-Ed
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https://www.nytimes.com/2018/07/15/technology/amazon-used-paperback-book-pricing.html 2018-07-15T20:18:40+0000 The New York Times 13.1160970 NA News
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https://www.nytimes.com/2017/10/22/fashion/weddings/rebecca-martin-jared-lander.html 2017-10-22T04:17:00+0000 The New York Times 12.9727070 NA News
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https://www.nytimes.com/2018/03/25/arts/television/whats-on-tv-sunday-barry-and-stormy-daniels-on-60-minutes.html 2018-03-25T05:00:05+0000 The New York Times 12.8986810 NA Schedule
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https://www.nytimes.com/2018/06/27/magazine/john-brennan-president-trump-national-security-state.html 2018-06-27T09:00:21+0000 The New York Times 12.7407550 NA News
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https://www.nytimes.com/video/admin/100000005753326/james-manyika-what-about-work.html 2018-02-20T20:45:38+0000 The New York Times 12.5998150 The New York Times Video
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https://www.nytimes.com/2018/01/01/opinion/ai-and-big-data-could-power-a-new-war-on-poverty.html 2018-01-01T23:22:19+0000 The New York Times 12.3921360 NA Op-Ed
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https://www.nytimes.com/2018/04/25/technology/tech-workers-change.html 2018-04-25T09:00:07+0000 The New York Times 11.8783530 NA News
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https://www.nytimes.com/2018/09/23/opinion/john-kerry-saving-our-future.html 2018-09-23T19:31:04+0000 International New York Times 11.7389410 NA News
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https://www.nytimes.com/2018/04/07/opinion/sunday/chimps-legal-personhood.html 2018-04-07T18:30:05+0000 The New York Times 11.3620860 NA Op-Ed
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https://www.nytimes.com/2018/07/09/books/review/annie-lowrey-give-people-money-andrew-yang-war-on-normal-people.html 2018-07-09T09:00:06+0000 The New York Times 11.2880700 NA Review
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https://www.nytimes.com/2018/06/05/opinion/us-allies-china-g7-canada-tariffs.html 2018-06-05T23:11:02+0000 The New York Times 10.8506240 NA Op-Ed
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https://www.nytimes.com/2018/10/01/health/cancer-memorial-sloan-kettering-ethics.html 2018-10-01T23:30:03+0000 The New York Times 10.7320810 NA News
https://www.nytimes.com/2018/08/10/style/ugly-pictures-on-instagram.html 2018-08-10T20:30:12+0000 The New York Times 10.7002470 NA News
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https://www.nytimes.com/2018/03/21/science/robot-fish.html 2018-03-21T18:48:40+0000 The New York Times 10.6817000 NA News
https://www.nytimes.com/paidpost/sprint/the-coming-5g-revolution.html 2017-12-05T18:01:29+0000 NA 10.6700990 NA NA
https://www.nytimes.com/2018/04/01/arts/julia-kristeva-bulgaria-communist-spy.html 2018-04-01T17:43:30+0000 The New York Times 10.6484820 NA News
https://www.nytimes.com/2017/11/02/magazine/how-facebooks-oracular-algorithm-determines-the-fates-of-start-ups.html 2017-11-02T09:05:57+0000 The New York Times 10.6219230 NA News
https://www.nytimes.com/2018/04/23/technology/alphabet-google-future.html 2018-04-23T23:26:42+0000 The New York Times 10.5719270 NA News
https://www.nytimes.com/2018/06/07/world/asia/natural-resources-defense-council-china.html 2018-06-07T06:26:31+0000 The New York Times 10.5125660 NA News
https://www.nytimes.com/2018/04/01/technology/retailer-stores-automation-amazon.html 2018-04-01T21:52:10+0000 The New York Times 10.4980780 NA News
https://www.nytimes.com/2018/07/05/style/tagwalk-fashion-search-engine.html 2018-07-05T04:00:00+0000 The New York Times 10.4885950 NA News
https://www.nytimes.com/2017/11/01/business/sony-stock-aibo.html 2017-11-01T11:48:51+0000 The New York Times 10.4879990 NA News
https://www.nytimes.com/2018/07/31/us/california-today-dianne-feinstein.html 2018-07-31T12:54:35+0000 The New York Times 10.4686810 NA briefing
https://www.nytimes.com/2018/05/31/arts/music/oneohtrix-point-never-daniel-lopatin-age-of.html 2018-05-31T14:01:04+0000 The New York Times 10.3934690 NA News
https://www.nytimes.com/2018/03/26/opinion/ai-social-media-advertising.html 2018-03-26T20:14:04+0000 The New York Times 10.3805310 NA Op-Ed
https://www.nytimes.com/2018/03/25/technology/smart-homes-tech-kitchen.html 2018-03-25T19:47:45+0000 The New York Times 10.3616170 NA News
https://www.nytimes.com/2018/05/24/opinion/trump-trade-war-china-ends-mnuchin.html 2018-05-24T16:09:48+0000 The New York Times 10.2345560 NA Op-Ed
https://www.nytimes.com/2018/09/07/movies/netflix-roulette-tau-el-aviso-candy-jar.html 2018-09-07T14:00:04+0000 The New York Times 10.2291550 NA News
https://www.nytimes.com/2018/09/07/business/tesla-stock-elon-musk.html 2018-09-07T14:26:10+0000 The New York Times 10.2183560 NA News
https://www.nytimes.com/2017/10/28/style/virtual-reality-porn.html 2017-10-28T10:00:30+0000 The New York Times 10.2117710 NA News
https://www.nytimes.com/2017/11/01/education/edlife/stem-jobs-industry-careers.html 2017-11-01T09:00:03+0000 The New York Times 10.2115260 NA News
https://www.nytimes.com/2018/08/13/watching/crazy-rich-asians-cast.html 2018-08-13T21:25:17+0000 The New York Times 10.1984850 NA News
https://www.nytimes.com/2018/06/17/business/media/mobile-apps-advertising.html 2018-06-17T22:57:15+0000 The New York Times 10.1309805 NA News
https://www.nytimes.com/2017/11/10/business/dealbook/musically-sold-app-video.html 2017-11-10T12:08:29+0000 The New York Times 10.1073590 NA News
https://www.nytimes.com/2018/01/09/business/att-huawei-mate-smartphone.html 2018-01-09T16:57:48+0000 The New York Times 10.1035930 NA News
https://www.nytimes.com/2018/07/13/business/as-marijuana-goes-mainstream-investors-rush-in.html 2018-07-13T18:00:04+0000 The New York Times 10.0849590 NA News
https://www.nytimes.com/2018/09/23/business/trump-china-tariffs-tech.html 2018-09-23T22:55:19+0000 The New York Times 10.0727540 NA News
https://www.nytimes.com/2018/09/23/business/media/the-markup-craig-newmark.html 2018-09-23T23:00:03+0000 The New York Times 10.0569220 NA News
https://www.nytimes.com/2018/05/15/opinion/gdpr-europe-data-protection.html 2018-05-15T23:07:51+0000 The New York Times 10.0310380 NA Op-Ed
https://www.nytimes.com/2018/03/27/business/tech-stocks-tesla-nvidia.html 2018-03-27T21:04:20+0000 The New York Times 10.0040580 NA News
https://www.nytimes.com/2018/08/27/us/california-today-salinas-valley-secret-science.html 2018-08-27T13:02:17+0000 The New York Times 9.9852770 NA briefing
https://www.nytimes.com/2018/07/30/business/dealbook/cbs-moonves-misconduct.html 2018-07-30T10:15:52+0000 The New York Times 9.8923190 NA News
https://www.nytimes.com/2018/06/27/fashion/mens-fashion-week-moments.html 2018-06-27T16:50:08+0000 The New York Times 9.8886000 NA News
https://www.nytimes.com/2018/03/21/technology/computer-chips-turing-award.html 2018-03-21T13:00:05+0000 The New York Times 9.8691260 NA News
https://www.nytimes.com/2017/10/29/technology/mark-warner-tech-critic-russia.html 2017-10-29T21:49:02+0000 The New York Times 9.8328085 NA News
https://www.nytimes.com/2018/08/18/opinion/technology/technology-gig-economy.html 2018-08-18T18:30:03+0000 The New York Times 9.8088010 NA Op-Ed
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https://www.nytimes.com/2017/11/12/opinion/trump-putin-russia.html 2017-11-13T01:10:52+0000 The New York Times 9.7832060 NA Editorial
https://www.nytimes.com/2017/12/24/opinion/2017-wrong-numbers.html 2017-12-25T01:18:30+0000 The New York Times 9.7716310 NA Op-Ed
https://www.nytimes.com/2018/01/04/pageoneplus/corrections-january-5-2018.html 2018-01-05T02:19:29+0000 The New York Times 9.7629590 NA Correction
https://www.nytimes.com/2018/03/16/reader-center/stephen-hawking-death.html 2018-03-16T14:58:22+0000 The New York Times 9.7523370 NA News
https://www.nytimes.com/2018/05/30/sports/bryan-colangelo-sixers-burner-accounts.html 2018-05-30T11:47:48+0000 The New York Times 9.7476690 NA News
https://www.nytimes.com/2018/07/19/technology/microsoft-earnings-cloud-computing.html 2018-07-19T19:25:55+0000 The New York Times 9.6644840 NA News
https://www.nytimes.com/2018/09/26/technology/apple-tech-scandals.html 2018-09-26T11:00:04+0000 The New York Times 9.6484050 NA News
https://www.nytimes.com/2018/06/21/us/california-today-muir-woods-park.html 2018-06-21T12:54:09+0000 The New York Times 9.6240850 NA briefing
https://www.nytimes.com/2018/05/22/opinion/populist-populism-fertility-rates.html 2018-05-22T14:47:11+0000 The New York Times 9.5846310 NA Op-Ed
https://www.nytimes.com/2018/08/31/technology/india-technology-american-giants.html 2018-08-31T20:53:19+0000 The New York Times 9.5795110 NA News
https://www.nytimes.com/2018/07/12/business/dealbook/disney-comcast-sky.html 2018-07-12T10:19:19+0000 The New York Times 9.5485200 NA News
https://www.nytimes.com/2018/08/06/briefing/venezuela-heat-wave-indonesia.html 2018-08-06T04:19:48+0000 The New York Times 9.5306820 NA briefing
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https://www.nytimes.com/2018/07/31/briefing/brexit-russia-mars.html 2018-07-31T04:22:15+0000 The New York Times 9.4344730 NA briefing
https://www.nytimes.com/2018/01/02/magazine/can-an-algorithm-tell-when-kids-are-in-danger.html 2018-01-02T10:00:05+0000 The New York Times 9.3666190 NA News
https://www.nytimes.com/2018/08/20/books/review/winners-take-all-anand-giridharadas.html 2018-08-20T09:00:08+0000 The New York Times 9.3663025 NA Review
https://www.nytimes.com/2018/10/02/technology/silicon-valleys-keystone-problem-a-monoculture-of-thought.html 2018-10-02T11:00:05+0000 The New York Times 9.3605760 NA News
https://www.nytimes.com/2018/04/06/business/us-china-trade-endgame.html 2018-04-06T14:52:31+0000 The New York Times 9.3294950 NA News
https://www.nytimes.com/2018/09/29/health/memorial-sloan-kettering-cancer-biotech-ethics.html 2018-09-29T16:15:04+0000 The New York Times 9.3111610 NA News
https://www.nytimes.com/2018/05/08/technology/facebook-executives.html 2018-05-08T21:56:51+0000 The New York Times 9.2979430 NA News
https://www.nytimes.com/2018/05/08/business/ireland-facebook-abortion-referendum.html 2018-05-08T15:15:51+0000 The New York Times 9.2831930 NA News
https://www.nytimes.com/2018/05/04/technology/adams-week-in-tech-gdpr.html 2018-05-04T13:00:01+0000 The New York Times 9.2346990 NA News
https://www.nytimes.com/2018/09/04/world/middleeast/libya-facebook.html 2018-09-04T07:00:14+0000 The New York Times 9.2277030 NA News
https://www.nytimes.com/2018/06/21/business/facebook-political-ads.html 2018-06-21T22:16:45+0000 The New York Times 9.1443770 NA News
https://www.nytimes.com/2018/08/09/briefing/north-korea-russia-samsung.html 2018-08-09T20:05:56+0000 The New York Times 9.1443280 NA briefing
https://www.nytimes.com/2018/08/08/world/europe/poland-jaroslaw-kaczynski-health.html 2018-08-08T16:28:08+0000 The New York Times 9.1227620 NA News
https://www.nytimes.com/2018/09/21/briefing/friday-news-briefing.html 2018-09-21T09:31:17+0000 The New York Times 9.1202430 NA briefing
https://www.nytimes.com/2018/08/06/us/politics/facial-recognition-airports-privacy.html 2018-08-06T22:01:38+0000 The New York Times 9.1112410 NA News
https://www.nytimes.com/2018/01/07/business/inflation-consumer-tech-earnings.html 2018-01-08T02:00:15+0000 The New York Times 9.1042210 The New York Times News
https://www.nytimes.com/2018/05/22/technology/facebook-eu-parliament-mark-zuckerberg.html 2018-05-22T17:06:06+0000 The New York Times 9.0367870 NA News
https://www.nytimes.com/2018/04/24/business/finland-universal-basic-income.html 2018-04-24T17:39:33+0000 The New York Times 9.0233790 NA News
https://www.nytimes.com/2018/04/05/science/drones-infrared-cameras-animals.html 2018-04-05T09:00:25+0000 The New York Times 9.0011690 NA News
https://www.nytimes.com/2017/10/08/fashion/weddings/sandra-kreis-stephen-lacey.html 2017-10-08T04:00:01+0000 The New York Times 9.0004500 NA News
https://www.nytimes.com/2018/03/23/world/asia/trump-tariffs-china-trade.html 2018-03-23T18:54:50+0000 The New York Times 8.9662880 NA News
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https://www.nytimes.com/2018/04/19/business/ge-digital-ambitions.html 2018-04-19T20:44:02+0000 The New York Times 6.8931537 NA News
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https://www.nytimes.com/2017/11/08/arts/design/what-to-see-in-new-york-art-galleries-this-week.html 2017-11-08T12:00:27+0000 The New York Times 6.6347947 NA News
https://www.nytimes.com/2018/03/29/arts/design/what-to-see-in-new-york-art-galleries-this-week.html 2018-03-29T15:05:37+0000 The New York Times 6.5912504 NA News
https://www.nytimes.com/2018/03/05/briefing/academy-awards-xi-jinping-italy.html 2018-03-05T10:29:54+0000 The New York Times 6.5781640 NA briefing
https://www.nytimes.com/2017/11/23/opinion/immigration-visa-h1b-trump-.html 2017-11-23T23:55:20+0000 The New York Times 6.5689930 NA Op-Ed
https://www.nytimes.com/2017/10/23/opinion/china-education.html 2017-10-23T09:19:29+0000 International New York Times 6.5321107 NA Op-Ed
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https://www.nytimes.com/2018/03/22/us/politics/trump-will-hit-china-with-trade-measures-as-white-house-exempts-allies-from-tariffs.html 2018-03-22T16:12:45+0000 The New York Times 6.5066237 NA News
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https://www.nytimes.com/2018/04/12/us/politics/trump-trans-pacific-partnership.html 2018-04-12T17:51:38+0000 The New York Times 6.5049467 NA News
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https://www.nytimes.com/2018/05/01/opinion/america-china-trump-trade.html 2018-05-01T22:46:34+0000 The New York Times 6.4875280 NA Op-Ed
https://www.nytimes.com/2018/04/10/briefing/syria-mark-zuckerberg-holiness.html 2018-04-10T04:09:48+0000 The New York Times 6.4672280 NA briefing
https://www.nytimes.com/2018/01/07/technology/intel-chip-security.html 2018-01-07T20:15:39+0000 The New York Times 6.4421115 NA News
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https://www.nytimes.com/2017/11/14/business/dealbook/taxing-companies-for-using-our-personal-data.html 2017-11-14T07:00:19+0000 The New York Times 6.4219284 NA News
https://www.nytimes.com/paidpost/mercedes-benz/futureluxe-the-technologies-that-are-elevating-luxury-driving.html 2017-10-26T19:07:59+0000 NA 6.4185290 NA NA
https://www.nytimes.com/2018/01/29/opinion/killer-robots-weapons.html 2018-01-29T10:45:12+0000 The New York Times 6.4117490 NA Op-Ed
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https://www.nytimes.com/2018/03/15/briefing/russia-south-africa-saudi-arabia.html 2018-03-15T18:59:37+0000 The New York Times 6.4019933 NA briefing
https://www.nytimes.com/2018/04/05/briefing/isis-britain-monkeys.html 2018-04-05T04:25:12+0000 The New York Times 6.3909683 NA briefing
https://www.nytimes.com/2017/12/05/fashion/craftsmanship-prize-bbc-victoria-and-albert-museum.html 2017-12-06T04:28:15+0000 International New York Times 6.3635630 NA News
https://www.nytimes.com/2017/11/08/opinion/federal-jobs-program-payouts.html 2017-11-08T09:51:26+0000 The New York Times 6.3540606 NA Op-Ed
https://www.nytimes.com/2017/11/07/business/made-in-china-technology-trade.html 2017-11-07T15:15:50+0000 The New York Times 6.3536577 NA News
https://www.nytimes.com/2017/11/08/opinion/trump-china-xi-jinping.html 2017-11-09T03:05:24+0000 The New York Times 6.3518343 NA Op-Ed
https://www.nytimes.com/paidpost/cartier/in-the-spirit-of-alberto-santos-dumont.html 2018-04-20T11:12:04+0000 NA 6.3380365 NA NA
https://www.nytimes.com/2018/03/29/opinion/roseanne-reboot-trump.html 2018-03-29T22:47:59+0000 The New York Times 6.3238720 NA Op-Ed
https://www.nytimes.com/2018/04/18/us/politics/qualcomm-us-china-trade-war.html 2018-04-18T22:09:59+0000 The New York Times 6.3198550 NA News
https://www.nytimes.com/2018/02/13/briefing/winter-olympics-navalny-zuma.html 2018-02-13T05:02:09+0000 The New York Times 6.2897086 NA briefing
https://www.nytimes.com/2018/02/13/briefing/budget-chloe-kim-gates-foundation.html 2018-02-13T10:33:35+0000 The New York Times 6.2865953 NA briefing
https://www.nytimes.com/2017/11/02/books/review/walter-isaacson-by-the-book.html 2017-11-02T09:00:01+0000 The New York Times 6.2830467 NA News
https://www.nytimes.com/2018/03/06/briefing/italy-election-steel-tariffs-sergei-skripal.html 2018-03-06T05:08:01+0000 The New York Times 6.2739020 NA briefing
https://www.nytimes.com/2018/05/25/books/review/army-of-none-paul-scharre.html 2018-05-25T15:19:54+0000 The New York Times 6.2425675 NA Review
https://www.nytimes.com/2018/08/29/world/asia/china-navy-aircraft-carrier-pacific.html 2018-08-29T04:42:08+0000 The New York Times 6.2409470 NA News
https://www.nytimes.com/2017/12/20/technology/tax-bill-technology.html 2017-12-20T15:15:13+0000 The New York Times 6.1990420 NA News
https://www.nytimes.com/2017/10/25/arts/what-to-see-in-new-york-city-art-galleries-this-week.html 2017-10-26T01:01:44+0000 The New York Times 6.1906824 NA News
https://www.nytimes.com/2018/05/17/opinion/sweet-briar-meredith-woo-interview.html 2018-05-17T18:53:39+0000 The New York Times 6.1759152 NA Op-Ed
https://www.nytimes.com/2017/10/24/briefing/401k-megyn-kelly-world-series.html 2017-10-24T09:31:02+0000 The New York Times 6.1744450 NA briefing
https://www.nytimes.com/2018/02/25/technology/smartphones-mental-health.html 2018-02-25T20:01:26+0000 The New York Times 6.1583343 NA News
https://www.nytimes.com/2017/10/23/briefing/catalonia-japan-mugabe.html 2017-10-23T04:02:35+0000 The New York Times 6.1434220 NA briefing
https://www.nytimes.com/2018/01/31/briefing/trump-syria-moon.html 2018-01-31T05:00:53+0000 The New York Times 6.1347284 NA briefing
https://www.nytimes.com/2017/11/21/magazine/can-ai-be-taught-to-explain-itself.html 2017-11-21T10:00:02+0000 The New York Times 6.1319780 NA News
https://www.nytimes.com/2018/02/01/briefing/fbi-britain-winter-olympics.html 2018-02-01T05:02:58+0000 The New York Times 6.1266570 NA briefing
https://www.nytimes.com/2018/02/21/briefing/syria-poland-winter-olympics.html 2018-02-21T05:08:04+0000 The New York Times 6.1183157 NA briefing
https://www.nytimes.com/2018/02/21/arts/design/what-to-see-in-new-york-art-galleries-this-week.html 2018-02-21T23:34:09+0000 The New York Times 6.1143003 NA News
https://www.nytimes.com/2018/01/30/books/review/virtual-reality-jaron-lanier-jeremy-bailenson.html 2018-01-30T10:00:21+0000 The New York Times 6.1090493 NA Review
https://www.nytimes.com/2018/01/28/technology/europe-data-privacy-rules.html 2018-01-28T21:24:19+0000 The New York Times 6.1048480 NA News
https://www.nytimes.com/2017/10/20/technology/farhad-and-mike-tech-regulation-is-coming.html 2017-10-20T13:00:01+0000 The New York Times 6.0951650 NA News
https://www.nytimes.com/2018/06/15/opinion/sunday/moustached-kingfisher-internet-harassment.html 2018-06-15T10:00:04+0000 The New York Times 6.0949160 NA Op-Ed
https://www.nytimes.com/2018/01/03/briefing/north-korea-rich-rodriguez-thomas-monson.html 2018-01-03T10:29:54+0000 The New York Times 6.0753490 NA briefing
https://www.nytimes.com/2018/01/02/business/moneygram-ant-financial-china-cfius.html 2018-01-02T23:43:29+0000 The New York Times 6.0708957 NA News
https://www.nytimes.com/2018/01/03/briefing/iran-north-korea-donald-trump.html 2018-01-03T05:02:01+0000 The New York Times 6.0693570 NA briefing
https://www.nytimes.com/2017/12/19/learning/winning-reviews-from-our-2017-student-contest.html 2017-12-19T12:51:25+0000 The New York Times 6.0622807 THE LEARNING NETWORK News
https://www.nytimes.com/2018/01/23/business/france-labor-jobs.html 2018-01-23T17:23:30+0000 The New York Times 6.0387363 NA News
https://www.nytimes.com/2018/01/23/technology/democrats-silicon-valley.html 2018-01-23T10:00:20+0000 The New York Times 6.0281134 NA News
https://www.nytimes.com/2017/10/10/briefing/catalonia-turkey-north-korea.html 2017-10-10T18:53:22+0000 The New York Times 5.9998884 NA briefing
https://www.nytimes.com/2018/03/04/business/school-security-industry-surges-after-shootings.html 2018-03-04T20:26:34+0000 The New York Times 5.9978576 NA News
https://www.nytimes.com/2017/10/11/business/china-shame-deadbeats.html 2017-10-11T13:32:04+0000 The New York Times 5.9956584 NA News
https://www.nytimes.com/2017/10/11/insider/tech-column-dread.html 2017-10-11T23:33:50+0000 The New York Times 5.9951740 NA News
https://www.nytimes.com/2018/05/30/magazine/ukraine-protest-video.html 2018-05-30T09:00:12+0000 The New York Times 5.9815000 NA News
https://www.nytimes.com/2018/03/02/technology/china-technology-censorship-borders-expansion.html 2018-03-02T22:00:04+0000 The New York Times 5.9582090 NA News
https://www.nytimes.com/2018/01/17/briefing/macron-calais-chile-california.html 2018-01-17T05:01:17+0000 The New York Times 5.9519490 NA briefing
https://www.nytimes.com/2018/02/09/world/asia/olympics-opening-ceremony-north-korea.html 2018-02-09T11:10:46+0000 The New York Times 5.9500623 NA News
https://www.nytimes.com/2017/12/01/travel/travel-security-apps.html 2017-12-01T10:00:47+0000 The New York Times 5.9481470 NA News
https://www.nytimes.com/2017/11/29/technology/personaltech/share-smartphone-photos.html 2017-11-29T15:08:10+0000 The New York Times 5.9392633 NA News
https://www.nytimes.com/2018/01/15/briefing/jakarta-north-korea-the-cranberries.html 2018-01-15T19:03:16+0000 The New York Times 5.9389560 NA briefing
https://www.nytimes.com/2018/07/05/arts/nyc-free-things-to-do.html 2018-07-05T15:52:52+0000 The New York Times 5.9352980 NA News
https://www.nytimes.com/2018/02/07/business/dealbook/los-angeles-times-sale.html 2018-02-07T13:51:12+0000 The New York Times 5.9264297 NA News
https://www.nytimes.com/2017/10/05/well/family/mattel-aristotle-privacy.html 2017-10-05T23:54:49+0000 The New York Times 5.9118060 NA News
https://www.nytimes.com/2017/11/01/opinion/insects-environment-elections.html 2017-11-01T16:46:28+0000 The New York Times 5.9045690 NA Op-Ed
https://www.nytimes.com/2018/01/12/briefing/brexit-facebook-assange.html 2018-01-12T05:01:08+0000 The New York Times 5.8926115 NA briefing
https://www.nytimes.com/2017/10/31/technology/driverless-cars-waymo.html 2017-10-31T07:01:01+0000 The New York Times 5.8861423 NA News
https://www.nytimes.com/2018/03/13/business/trump-qualcomm-security.html 2018-03-13T23:56:13+0000 The New York Times 5.8573820 NA News
https://www.nytimes.com/paidpost/texas-aandm/how-a-robotics-pioneer-uses-ai-to-enhance-rescue-bots.html 2018-03-14T19:26:50+0000 NA 5.8491390 NA NA
https://www.nytimes.com/2018/05/24/technology/when-passion-and-technology-meet.html 2018-05-24T15:26:54+0000 The New York Times 5.8374467 NA News
https://www.nytimes.com/2018/01/05/briefing/stephen-bannon-turkey-pakistan.html 2018-01-05T05:04:48+0000 The New York Times 5.8024898 NA briefing
https://www.nytimes.com/2017/12/12/briefing/new-york-city-alabama-nfl-network.html 2017-12-12T10:33:02+0000 The New York Times 5.7963850 NA briefing
https://www.nytimes.com/2017/11/17/books/review/nate-dern-not-quite-a-genius-audiobook.html 2017-11-17T10:00:26+0000 The New York Times 5.7896740 NA Review
https://www.nytimes.com/2018/04/13/us/los-angeles-times-patrick-soon-shiong.html 2018-04-13T17:54:31+0000 The New York Times 5.7536077 NA News
https://www.nytimes.com/2018/05/17/theater/summer-theater-festivals-stratford-williamstown.html 2018-05-17T13:40:13+0000 The New York Times 5.7486362 NA News
https://www.nytimes.com/2018/03/04/technology/silicon-valley-midwest.html 2018-03-04T21:56:05+0000 The New York Times 5.7479960 NA News
https://www.nytimes.com/2017/11/13/technology/quantum-computing-research.html 2017-11-13T22:10:57+0000 The New York Times 5.7472190 NA News
https://www.nytimes.com/2018/04/12/world/asia/china-trade-war-trump.html 2018-04-12T20:48:25+0000 The New York Times 5.7429576 NA News
https://www.nytimes.com/2017/12/06/business/dealbook/disney-fox-murdoch.html 2017-12-06T12:00:02+0000 The New York Times 5.7388720 NA News
https://www.nytimes.com/2017/12/19/magazine/alka-pradhan-v-gitmo.html 2017-12-19T10:00:22+0000 The New York Times 5.7341520 NA News
https://www.nytimes.com/2017/10/11/business/dealbook/procter-gamble-nelson-peltz.html 2017-10-11T11:29:47+0000 The New York Times 5.7160650 NA News
https://www.nytimes.com/2018/04/09/business/facebook-myanmar-zuckerberg.html 2018-04-09T19:41:34+0000 The New York Times 5.7059180 NA News
https://www.nytimes.com/2017/12/27/briefing/egypt-peru-liberia.html 2017-12-27T05:01:08+0000 The New York Times 5.6943145 NA briefing
https://www.nytimes.com/2017/11/08/us/politics/china-foreign-investments.html 2017-11-08T18:08:30+0000 The New York Times 5.6751050 NA News
https://www.nytimes.com/2017/12/25/business/china-online-lending-debt.html 2017-12-25T20:00:43+0000 The New York Times 5.6674020 NA News
https://www.nytimes.com/2018/02/06/technology/personaltech/apple-homepod-review.html 2018-02-06T13:30:22+0000 The New York Times 5.6603070 NA News
https://www.nytimes.com/2018/01/08/business/dealbook/intel-ceo-security.html 2018-01-08T12:40:07+0000 The New York Times 5.6341590 NA News
https://www.nytimes.com/2017/10/18/technology/frightful-five-start-ups.html 2017-10-18T09:00:24+0000 The New York Times 5.6169157 NA News
https://www.nytimes.com/2017/12/19/smarter-living/kids-toys-for-coding.html 2017-12-19T07:45:01+0000 The New York Times 5.6029015 NA News
https://www.nytimes.com/2018/09/01/style/fire-financial-independence-retire-early.html 2018-09-01T10:00:03+0000 The New York Times 5.5984160 NA News
https://www.nytimes.com/2017/10/05/us/california-today-a-drug-crisis-proposal.html 2017-10-05T12:11:26+0000 The New York Times 5.5748610 NA briefing
https://www.nytimes.com/2018/03/07/business/dealbook/gary-cohn-leaving.html 2018-03-07T12:50:54+0000 The New York Times 5.5543390 NA News
https://www.nytimes.com/paidpost/intel/savvy-business-leaders-are-embracing-ai-are-you.html 2017-12-14T19:53:32+0000 NA 5.5500920 NA NA
https://www.nytimes.com/2017/12/15/briefing/theresa-may-net-neutrality-russia.html 2017-12-15T05:04:54+0000 The New York Times 5.5500236 NA briefing
https://www.nytimes.com/2017/12/13/briefing/alabama-google-north-korea.html 2017-12-13T19:11:23+0000 The New York Times 5.5335326 NA briefing
https://www.nytimes.com/2017/12/12/briefing/roy-moore-new-york-city-jerusalem.html 2017-12-12T19:07:41+0000 The New York Times 5.5263800 NA briefing
https://www.nytimes.com/2018/01/04/business/china-alibaba-privacy.html 2018-01-04T14:38:33+0000 The New York Times 5.5213695 NA News
https://www.nytimes.com/2017/12/12/briefing/new-york-vladimir-putin-johnny-hallyday.html 2017-12-12T05:01:39+0000 The New York Times 5.5075970 NA briefing
https://www.nytimes.com/2017/11/18/opinion/president-electoral-college.html 2017-11-18T19:30:02+0000 The New York Times 5.5012510 NA Letter
https://www.nytimes.com/2018/03/21/us/politics/trump-china-tariff-trade.html 2018-03-21T23:46:12+0000 The New York Times 5.4839454 NA News
https://www.nytimes.com/2018/02/07/us/los-angeles-times-patrick-soon-shiong-tronc.html 2018-02-08T01:26:15+0000 The New York Times 5.4405956 NA News
https://www.nytimes.com/2017/12/04/briefing/north-korea-yemen-michael-flynn.html 2017-12-04T19:01:07+0000 The New York Times 5.4344487 NA briefing
https://www.nytimes.com/2017/10/17/technology/personaltech/googles-pixel-2-smartphone-is-a-powerful-extravagance.html 2017-10-17T13:00:26+0000 The New York Times 5.4237523 NA News
https://www.nytimes.com/paidpost/microsoft/we-all-knew-tech-would-make-work-better-has-it.html 2018-04-16T21:50:40+0000 NA 5.3909335 NA NA
https://www.nytimes.com/2018/02/03/style/can-you-get-divorced-online.html 2018-02-03T11:00:31+0000 The New York Times 5.3877860 NA News
https://www.nytimes.com/2017/10/13/business/mutfund/focused-bets-growth-stock-funds.html 2017-10-13T16:29:25+0000 The New York Times 5.3818460 NA News
https://www.nytimes.com/2017/11/06/briefing/texas-north-korea-shinzo-abe.html 2017-11-06T19:02:24+0000 The New York Times 5.3680610 NA briefing
https://www.nytimes.com/2018/01/11/opinion/trump-robots-electoral-college.html 2018-01-11T10:45:22+0000 The New York Times 5.3569055 NA Op-Ed
https://www.nytimes.com/2018/03/09/business/merck-ceo-ken-frazier-on-death-row-cases-and-the-corporate-soul.html 2018-03-09T10:00:10+0000 The New York Times 5.3533473 NA News
https://www.nytimes.com/2018/04/13/sports/sports-science.html 2018-04-13T18:45:15+0000 The New York Times 5.3508060 NA News
https://www.nytimes.com/2018/09/30/fashion/weddings/this-weeks-wedding-announcements.html 2018-09-30T04:30:02+0000 The New York Times 5.3412895 NA News
https://www.nytimes.com/2017/11/03/education/edlife/american-graduate-student-stem.html 2017-11-03T16:00:16+0000 The New York Times 5.3331904 NA News
https://www.nytimes.com/2018/01/28/business/metoo-finance-lawsuits-harassment.html 2018-01-28T23:13:42+0000 The New York Times 5.3257833 NA News
https://www.nytimes.com/2018/03/07/technology/two-months-news-newspapers.html 2018-03-07T10:01:00+0000 The New York Times 5.3255170 NA News
https://www.nytimes.com/2017/12/17/business/instant-pot.html 2017-12-17T18:34:36+0000 The New York Times 5.3253174 NA News
https://www.nytimes.com/2017/12/14/briefing/brexit-salma-hayek-alabama.html 2017-12-14T05:03:51+0000 The New York Times 5.2783184 NA briefing
https://www.nytimes.com/2017/10/05/world/europe/belarus-minsk-technology.html 2017-10-05T14:40:28+0000 The New York Times 5.2765355 NA News
https://www.nytimes.com/2017/11/21/fashion/jewelry-gender.html 2017-11-21T10:06:46+0000 International New York Times 5.2709804 NA News
https://www.nytimes.com/2017/10/02/books/review/world-without-mind-franklin-foer.html 2017-10-02T09:00:13+0000 The New York Times 5.2589335 NA Review
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