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2016-22/0600/en_head.json.gz/10335
Jamaica Plain Gazette News Advertise in the Gazette Publishing Calendar and Deadlines 2016 JP Resources JP Neighborhoods Map Logan Times Revere Journal Full Print Edition Advocate proposes new bus yard location November 22, 2013By Rebeca OliveiraA member of the Community Planning Committee for the Arborway Yard (CPCAY)...
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2016-22/0600/en_head.json.gz/10353
Aqueduct honors Preuss, MunozThe Florida Keys Aqueduct Authority takes pride in recognizing long term employees. Such was the case at the June 26 FKAA board meeting, when officials recognized Denise Preuss for 25 years and Nancy Munoz for 15 years of employment with the FKAA. Preuss started her career with FKAA on Jan....
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2016-22/0600/en_head.json.gz/10363
Mass Funeral Held For Riot Dead In Egyptian Town By editor Jan 27, 2013 ShareTwitter Facebook Google+ Email Relatives of the Egyptian policemen who were killed in Port Said grieve during their military funeral in Cairo on Sunday. Amr Nabil Originally published on January 27, 2013 5:09 pm Update at 6:10 p.m. ET Morsi De...
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2016-22/0600/en_head.json.gz/10366
After Crash, Why Were Asiana Passengers Told To Stay Seated? By Mark Memmott Jul 11, 2013 ShareTwitter Facebook Google+ Email Passengers move away from Asiana Airlines Flight 214 on Saturday in San Francisco. This photo was taken by a passenger. Eugene Anthony Rah Originally published on July 14, 2013 3:41 pm One of th...
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2016-22/0600/en_head.json.gz/10369
Wednesday Morning Political Mix By Frank James Oct 9, 2013 ShareTwitter Facebook Google+ Email President Obama gets some support outside the White House, Oct. 8, 2013. JEWEL SAMAD Originally published on October 9, 2013 6:18 am Good morning, fellow political junkies. It's Day 9 of the partial federal government shutdow...
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2016-22/0600/en_head.json.gz/10375
See our listening area and KVNF radio frequencies across western Colorado Documentaries Help Amplify Conservative Voice By editor Mar 17, 2013 ShareTwitter Facebook Google+ Email Phelim McAleer directed the film FrackNation, one of more than 20 documentaries screened at this year's CPAC. Mike Groll Originally published...
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2016-22/0600/en_head.json.gz/10393
« Thank those who allow us to... No voter values dishonesty...» That which holds us together... Save | It's hard to believe that it has been 11 years since terrorists attacked America on Sept. 11, 2001. We watched with horror that Tuesday morning as airplanes flew into each of the World Trade Center towers and the Pent...
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2016-22/0600/en_head.json.gz/10415
Grammy nominations 2013: Nods to Kanye, Auerbach, Mumford celebrate diversity of music The Grammy nominations featured a six-way tie for most nominations with artists like Kanye West, Jay-Z, Frank Ocean, Dan Auerbach of The Black Keys, Mumford & Sons and fun. leading the pack. By Chris Talbott, Associated Press / The b...
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2016-22/0600/en_head.json.gz/10416
Hunt for Christopher Dorner becomes major PR problem for L.A. police (+video) Los Angeles Police Chief Charlie Beck says he will review alleged cop killer Christopher Dorner's charges of racism. It could be an important step in reversing the LAPD’s history of corruption and abuse. By Brad Knickerbocker, Staff writer / ...
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2016-22/0600/en_head.json.gz/10419
Nose job, lies force Egyptian lawmaker to quit Monday, March 05, 2012 | 2:02 PM CAIRO, Egypt (AP) — Egypt’s ultraconservative Islamic Al-Nour party said today one of its lawmakers has resigned from Parliament because he got a nose job and then lied about it, claiming he was beaten. Lawmaker Anwar al-Balkimy told police...
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2016-22/0600/en_head.json.gz/10431
UN, Aid Officials Plead for End to South Sudan Fighting Date Published: 03/24/2014 Summary: United Nations emergency response officials called on the warring sides in South Sudan to stop fighting to alleviate the suffering of the country's people, who are facing extreme hardship as unrest goes into a fourth month and t...
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2016-22/0600/en_head.json.gz/10444
USA Today travels 'Back to the Future' with front page from the film Image: screenshot, Back to the Future II By Patrick Kulp2015-10-21 11:00:08 UTC USA Today is welcoming you to the future, as it was envisioned in the time-traveling world of Marty McFly and Doc Brown. The newspaper is marking the date that graced the ...
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2016-22/0600/en_head.json.gz/10472
Townsville pushes for more ETS support Penny Timms Thu 26 Nov 2009, 9:06 AM AEDT The Townsville City Council in north Queensland says it is prepared to lobby the Federal Government to support local businesses affected by the emissions trading scheme (ETS).Operators of Yabulu's nickel refinery, north of Townsville, are ...
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2016-22/0600/en_head.json.gz/10492
Red Hook Apocalypse: How Sandy Undid an Up-and-Coming New York City Neighborhood The hurricane wreaked havoc among the restaurants and businesses in the historic but long ignored Brooklyn area. Now it has to rebuild By Tony Karon / Red Hook, New York City @tonykaronNov. 01, 2012 Share Seth Wenig / APWorkers dispose of ...
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2016-22/0600/en_head.json.gz/10509
Last Updated: Monday, 28 February, 2005, 17:12 GMT Bhutan's smokers face public ban By Geeta Pandey BBC News, Bhutan Thimphu's markets are no longer the place to buy tobacco A nationwide ban on smoking in public places comes into effect from Tuesday in the Himalayan kingdom of Bhutan. The country was the first in the w...
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2016-22/0600/en_head.json.gz/10513
Royal Mail CEO In Line For £500,000 Bonus Moya Greene to receive payout for steering sharp improvement in postal firm’s performance last year, Sky News learns. 20:44, UK, Thursday 23 Moya Greene is in line to receive a £500,000 bonus By Mark Kleinman, City Editor The chief executive of Royal Mail is being lined up for ...
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2016-22/0600/en_head.json.gz/10514
Syrian horror pushes global displacement to record high of 29 mln by Katy Migiro | https://twitter.com/katymigiro Monday, 29 April 2013 08:59 GMT Syrian refugee children play with toys given by Members of the UAE Red Crescent after their arrival at the new Mrajeeb Al Fhood refugee camp 20 km east of the city of Zarqa, ...
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2016-22/0600/en_head.json.gz/10517
Published on NewsBusters (http://newsbusters.org) Home > Journalists Out of Work? Resurrect Leftwing Federal Writers Project Journalists Out of Work? Resurrect Leftwing Federal Writers Project By P.J. Gladnick | December 8, 2008 | 7:32 AM EST Mark Pinsky, writing for the New Republic, has an idea of what to do with all...
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2016-22/0600/en_head.json.gz/10524
More Weather News>Police Blotter Comment Police BlotterThree charged in armed robbery Three Evans residents have been arrested in connection with an armed robbery in which drugs and cash were taken from a home in the West Lake subdivision. Posted: June 3, 2012 - 12:06am Three charged in armed robbery Three Evans reside...
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2016-22/0600/en_head.json.gz/10525
Suspects Con Woman Out Of $4,500 In ‘Pigeon Drop’ Scam Filed Under: $4500, 68-Year-Old Woman, con artists, Pigeon Drop Scam, Queens, Scam A surveillance image of a woman who is wanted, along with a man, for allegedly bilking a woman out of $4,500 in a "pigeon drop" scam. (Credit: NYPD) NEW YORK (CBSNewYork) — Police Su...
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2016-22/0600/en_head.json.gz/10529
Pssst! We're having a secret drive! No pitching. No interruptions. Secret swag. Click here to make a gift! Obama Declares Emergency As Huge Fires Burn In Washington State By Bill Chappell Jul 23, 2014 ShareTwitter Facebook Google+ Email A burned-out car sits in front of a ruined house in this photo taken Sunday near Pa...
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2016-22/0600/en_head.json.gz/10550
Share this:FacebookTwitterGoogleWhatsAppEmailCopy ‘Trayvon could have been me’ EMPATHY: In the wake of the Zimmerman verdict, President Obama yesterday said that in his younger years he had been racially profiled. Photo: Family photo/Splash News (AFP/Getty Images) EMPATHY: In the wake of the Zimmerman verdict, Presiden...
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2016-22/0600/en_head.json.gz/10557
Now, Bloomberg Likes Cuomo By Azi Paybarah • 03/30/11 4:35pm One day after expressing his “outrage” at the governor’s proposed cuts to New York City, Mayor Bloomberg said “there’s no fight with the governor.” Speaking in the Bronx this morning, Bloomberg said he’s “a big supporter of” Cuomo, who “is a doing a great job...
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2016-22/0600/en_head.json.gz/10562
1 (1 Shares) View Stats 5 comments OpEdNews Op Eds 7/23/2010 at 21:59:16 Should Shirley Sherrod Sue Andrew Breitbart and Fox News? By John Dean Permalink (Page 1 of 2 pages) Related Topic(s): Andrew Breitbart; Defamation; NAACP; Shirley Sherrod, Add Tags Add to My Group(s) 1 1 1 View Ratings | Rate It - Advertisement -...
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2016-22/0600/en_head.json.gz/10598
Behind The Fireworks – Interview With Producer Of Country’s Largest Fireworks Display » Check out the Summer Guide at CBS Local June 18, 2012 10:42 AM Filed Under: fireworks, Fourth of July, Gary Souza, Interviews, Macy's, Spring Summer New York (Photo Credit: Yana Paskova/Getty Images) Fireworks are a Fourth of July t...
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2016-22/0600/en_head.json.gz/10618
May 24th, 2010 12:51 PM ET CNN Poll: Anger at BP as most Americans say spill will affect them Oil washes ashore in Louisiana. Most Americans say that the oil spill in the Gulf of Mexico will personally affect them. Washington (CNN) - Most Americans say that the oil spill in the Gulf of Mexico will personally affect the...
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2016-22/0600/en_head.json.gz/10635
Listen Live Murdoch's News Corp. Faces New Legal Threats By David Folkenflik Originally published on April 20, 2012 5:46 am Transcript STEVE INSKEEP, HOST: It's MORNING EDITION, from NPR News. I'm Steve Inskeep. LYNN NEARY, HOST: And I'm Lynn Neary. Rupert Murdoch's News Corporation is facing a series of new threats. T...
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2016-22/0600/en_head.json.gz/10663
Subscribe TV Listings › Home › Ground water commission issues management report Submitted by Ruston Leader on Sat, 04/14/2012 - 9:40pm in News BATON ROUGE — The Louisiana Ground Water Resources Commission recently fulfilled a directive made by state legislators in 2010 to provide a report by 2012 on the state’s ground ...
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2016-22/0600/en_head.json.gz/10666
This Just In Teen killed in Vermont crash ENOSBURG — A standout high school basketball player in Vermont has died following a two-vehicle collision.Police said 17-year-old Brandon Gleason of Enosburg was a front passenger in a Jeep when it collided with a pickup Friday night on Route 105 in Enosburg. The Franklin Count...
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2016-22/0600/en_head.json.gz/10669
50 Years Later, I Have A Dream Speech Resonates With New Generation By Ron Jones Filed Under: Elk Grove, i have a dream, martin luther king jr, News ELK GROVE (CBS13) — Fifty years after it was delivered, Martin Luther King Jr.’s iconic speech continues to inspire younger generations in Elk Grove. Ron Jones was 5 when ...
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2016-22/0600/en_head.json.gz/10674
Sheriff Says Abduction By Acquaintance Possible In Sierra LaMar Case By Mike Colgan Filed Under: Abduction, Disappearance, Mike Colgan, Morgan Hill, Parkway Lake, Search, Searchers, Sierra Lamar, Uvas Reservoir 15-year-old Sierra Lamar was last seen near Palm and Dougherty avenues in unincorporated Morgan Hill on March...
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2016-22/0600/en_head.json.gz/10675
3 Killed In Oakland As City Changes Course On Crime Fighting Filed Under: Crime, Homicide, Murder, Oakland, Police, Shooting, Stabbing, Violence Police at the scene of Friday mornings deadly shooting. (CBS)Police at the scene of Friday mornings deadly shooting. (CBS) OAKLAND (CBS SF) — Three people were killed in two s...
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2016-22/0600/en_head.json.gz/10677
Posted December 15, 2015 06:53 am - Updated March 4, 2013 12:08 am By Walter C. Jones Morris News Service ANALYSIS: Act 2 begins in this year's ethics saga ATLANTA — A decision point is approaching for Georgia’s political leaders when it comes to ethics.In the opening act, the Senate made the first appearance by passin...
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2016-22/0600/en_head.json.gz/10696
Archive for Tuesday, May 9, 2006 Second Spring Hill woman dies from Junction crash Laura Miller, a 19-year-old Spring Hill woman who was injured in a fatality accident April 29 at the Baldwin Junction, has also died. Miller was a passenger in a car driven by Jennifer Jamison, also 19 and from Spring Hill. Jamison was d...
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2016-22/0600/en_head.json.gz/10704
Dave & Teri Ann Teri Ann Pet Planet Simply Frosted Cupcake Break Jiffy Lube $50 gift certificate Follow @softrockfresno on Soft Rock 98.9 The Valley's Official At-Work Station Now Playing on Soft Rock 98.9 The Tripwire On Flight 370 Posted March 18th, 2014 @ 7:36am by Clive Irving The fate of Flight MH370 could have be...
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2016-22/0600/en_head.json.gz/10729
They've got muck; we've got rakes. Pat Robertson On Washington Monument Crack: 'Is That A Sign From The Lord?' (VIDEO) Newscom ByRyan J. ReillyPublishedAugust 25, 2011, 9:30 PM EDT Television evangelist Pat Robertson suggested on Thursday that a four-foot crack in the Washington Monument caused by Tuesday's earthquake ...
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2016-22/0600/en_head.json.gz/10733
More than 400 speeches by women—politicians, scientists, and celebrities. Gifts of Speech: Women's Speeches from Around the World Liz Linton Kent, Director Home » History Content » Website Reviews Gifts of Speech: Women's Speeches from Around the World Charting changes in women's rhetoric in the public realm from 1848 ...
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2016-22/0600/en_head.json.gz/10742
Archive Commentary PopMusic: Do They Know Its Christmas? Plugged in to public health Published on March 14, 2013 by Lauren Weisenfluh Written by Bob Geldof and Midge Ure to raise awareness and money to combat the 1984-1985 Ethiopian famine, Band Aid’s “Do They Know Its Christmas?” was a joint single by a myriad of popu...
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2016-22/0600/en_head.json.gz/10744
Home » ArtsLife » ArtsLife » COOKE: Minnikin’s back from abroad COOKE: Minnikin’s back from abroad By STEPHEN COOKE Entertainment Reporter Published December 12, 2012 - 5:45pm Last Updated December 12, 2012 - 8:13pm Former Guthries member Gabriel Minnikin is back in Halifax with a show next Wednesday at the Carleton Mu...
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2016-22/0600/en_head.json.gz/10763
This Week’s Cold Front Could Be Deadly For The Homeless by Tara Culp-Ressler Jan 6, 2014 11:33 am CREDIT: AP Photo/Jacquelyn Martin Four homeless men warm themselves on a steam grate by the Federal Trade Commission, blocks from the U.S. Capitol, on Saturday Meteorologists are warning of an impending “Arctic blast” that...
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2016-22/0600/en_head.json.gz/10767
News Sports Opinion Lifestyles Sections Ads Classifieds Jobs Extras CU Contact Us Business « Bar owners rally against swi... New Horizon Animal Hospital...» Hopedale Bed & Breakfast to Open In June By ROBERT A. DEFRANK , Save | Post a comment | HOPEDALE A new bed and breakfast is opening its doors to travelers this sum...
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2016-22/0600/en_head.json.gz/10784
3 Americans Dead After Shooting At Kabul Hospital By Mark Memmott Apr 24, 2014 ShareTwitter Facebook Google+ Email An Afghan police officer kept watch Thursday at the gate of the Cure hospital in Kabul. Earlier, authorities say, a security guard at the hospital opened fire — killing three American citizens. Shah Marai ...
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2016-22/0600/en_head.json.gz/10791
Thu Apr 23, 2009 2:08pm BST Iraqi insurgent leader captured: state television BAGHDAD Abu Omar al-Baghdadi, the purported leader of the Islamic State of Iraq, an al-Qaeda-linked insurgent group, has been captured, Iraqi state television said Thursday.The insurgent group is one of a handful of Sunni Arab extremist group...
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2016-22/0600/en_head.json.gz/10797
HomeNews and StoriesNews A new home on memory lane in Bosnia and HerzegovinaAt 73 years old, refugee returnee Biserka Vukasinovic is the proud owner of a UNHCR-renovated house full of memories and new friendships. By: Nefisa Medosevic/Mina Jasarevic, ed. Vivian Tan | 14 April 2011 Biserka Vukasinovic (standing with gla...
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2016-22/0600/en_head.json.gz/10840
SB 5 Affects the Presidential Race in Ohio Share Share Download Backers of President Obama’s re-election campaign are trying to sway Ohio voters by using a familiar issue. Ohio Public Radio’s Jo Ingles reports. Wednesday, June 27, 2012 at 4:29 pm Last year, after Republican state leaders passed a controversial collecti...
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2016-22/0600/en_head.json.gz/10869
More Ways to LISTEN What Egyptian State TV Says About The State Of Egypt By Merrit Kennedy In an image from a video broadcast on Egyptian state TV, President Mohammed Morsi addresses the nation on July 2 — his final speech before the military deposed him. Ismael Mohamad / UPI /Landov Soldiers stand on an armored person...
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2016-22/0600/en_head.json.gz/10875
email: WLU WLUCarol Shaben named winner of the 2013 Edna Staebler Award for Creative Non-Fiction Jul 30/13| For Immediate Release Ute Lischke, Professor Department of English and Film Studies 519-884-0710 ext. 3607 or ulischke@wlu.ca or� WATERLOO � Carol Shaben has won the 2013 Edna Staebler Award for Creative Non-Fict...
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2016-22/0600/en_head.json.gz/10894
Obama's Plan To Kick-Start Housing Market By editor Originally published on January 28, 2012 10:46 am Transcript SCOTT SIMON, HOST: The future of the state of the U.S. housing market was a primary focus for the White House this week. On Tuesday's State of the Union address, President Obama unveiled a new plan to try to...
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2016-22/0600/en_head.json.gz/10901
BULLDOG BULLETIN BOARD Tuesday April 29, 2014 Strong storms damaged homes and businesses in the Harlan County city of Evarts Monday afternoon. Winds ripped the roof off the Dairy Hut and blew a hole in the side of the Marathon gas station. Both businesses are located in downtown Evarts and are owned by Randy Brackett. ...
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End of preview. Expand in Data Studio

[中文主页]

Industry models play a crucial role in driving enterprise intelligence transformation and innovative development. High-quality industry data is key to improving the performance of large models and realizing industry applications. However, datasets currently used for industry model training generally suffer from issues such as insufficient data volume, low quality, and lack of domain expertise.

To address these problems, we constructed and applied 22 industry data processing operators to clean and filter 3.4TB of high-quality multi-industry classified Chinese and English language pre-training datasets from over 100TB of open-source datasets including WuDaoCorpora, BAAI-CCI, redpajama, and SkyPile-150B. The filtered data consists of 1TB of Chinese data and 2.4TB of English data. To facilitate user utilization, we annotated the Chinese data with 12 types of labels including alphanumeric ratio, average line length, language confidence score, maximum line length, and perplexity.

Furthermore, to validate the dataset's performance, we conducted continued pre-training, SFT, and DPO training on a medical industry demonstration model. The results showed a 20% improvement in objective performance and a subjective win rate of 82%.

Industry categories: 18 categories including medical, education, literature, finance, travel, law, sports, automotive, news, etc. Rule-based filtering: Traditional Chinese conversion, email removal, IP address removal, link removal, Unicode repair, etc. Chinese data labels: Alphanumeric ratio, average line length, language confidence score, maximum line length, perplexity, toxicity character ratio, etc. Model-based filtering: Industry classification language model with 80% accuracy Data deduplication: MinHash document-level deduplication Data size: 1TB Chinese, 2.4TB English

Industry classification data size:

Industry Category Data Size (GB) Industry Category Data Size (GB)
Programming 4.1 Politics 326.4
Law 274.6 Mathematics 5.9
Education 458.1 Sports 442
Finance 197.8 Literature 179.3
Computer Science 46.9 News 564.1
Technology 333.6 Film & TV 162.1
Travel 82.5 Medicine 189.4
Agriculture 41.6 Automotive 40.8
Emotion 31.7 Artificial Intelligence 5.6
Total (GB) 3386.5

For the convenience of users to download and use, we have split the large dataset into sub-datasets for 18 industries. The current one is the sub-dataset for the news industry.

Data processing workflow:

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