bookmarkID int64 1 107k | tagID int64 1 52.9k | tagWeight int64 2 41.5k | value stringlengths 2 36 | title stringlengths 1 268 ⌀ | userID int64 8 108k | cleaned_tag stringlengths 1 34 | user_topic int64 -1 19 | user_confidence float64 0.14 0.94 | user_topic_name stringclasses 20 values |
|---|---|---|---|---|---|---|---|---|---|
1,831 | 36 | 17 | education | Chris Lehmann: This Isn't An Education Debate | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,831 | 36 | 17 | education | Chris Lehmann: This Isn't An Education Debate | 34,860 | education | 1 | 0.699156 | Education/Collaboration |
1,831 | 36 | 17 | education | Chris Lehmann: This Isn't An Education Debate | 76,972 | education | 1 | 0.772015 | Education/Collaboration |
1,831 | 66 | 8 | learning | Chris Lehmann: This Isn't An Education Debate | 34,860 | learning | 1 | 0.699156 | Education/Collaboration |
1,831 | 327 | 7 | leadership | Chris Lehmann: This Isn't An Education Debate | 1,016 | leadership | 1 | 0.802519 | Education/Collaboration |
1,831 | 1,387 | 8 | debate | Chris Lehmann: This Isn't An Education Debate | 76,972 | debate | 1 | 0.772015 | Education/Collaboration |
1,831 | 26,427 | 4 | lehmann | Chris Lehmann: This Isn't An Education Debate | 76,972 | lehmann | 1 | 0.772015 | Education/Collaboration |
1,832 | 1,159 | 2 | publishing | Why Readers Hate DRM: The Short Version | TeleRead: Bring the E-Books Home | 1,016 | publishing | 1 | 0.802519 | Education/Collaboration |
1,832 | 1,162 | 6 | ebooks | Why Readers Hate DRM: The Short Version | TeleRead: Bring the E-Books Home | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,832 | 1,469 | 6 | drm | Why Readers Hate DRM: The Short Version | TeleRead: Bring the E-Books Home | 1,016 | drm | 1 | 0.802519 | Education/Collaboration |
1,833 | 227 | 3 | ipad | Apple's iPad Lead Bodes Ill for Competing Tablets, Says Analyst | John Paczkowski | Digital Daily | AllThingsD | 1,016 | ipad | 1 | 0.802519 | Education/Collaboration |
1,833 | 505 | 3 | apple | Apple's iPad Lead Bodes Ill for Competing Tablets, Says Analyst | John Paczkowski | Digital Daily | AllThingsD | 1,016 | apple | 1 | 0.802519 | Education/Collaboration |
1,833 | 2,114 | 2 | tablet | Apple's iPad Lead Bodes Ill for Competing Tablets, Says Analyst | John Paczkowski | Digital Daily | AllThingsD | 1,016 | tablet | 1 | 0.802519 | Education/Collaboration |
1,833 | 2,115 | 2 | competition | Apple's iPad Lead Bodes Ill for Competing Tablets, Says Analyst | John Paczkowski | Digital Daily | AllThingsD | 1,016 | competition | 1 | 0.802519 | Education/Collaboration |
1,835 | 227 | 2 | ipad | Who Uses e-Readers? What a Slew of Surveys Tell Us About Who Reads Digitally - DailyFinance | 1,016 | ipad | 1 | 0.802519 | Education/Collaboration |
1,835 | 1,162 | 3 | ebooks | Who Uses e-Readers? What a Slew of Surveys Tell Us About Who Reads Digitally - DailyFinance | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,836 | 36 | 2 | education | Social Learning as a Disruptor in the Education Market « The Xplanation | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,839 | 16 | 2 | culture | MediaPost Publications 85% Of Teen Brand Word-Of-Mouth Occurs Offline 09/23/2010 | 1,016 | culture | 1 | 0.802519 | Education/Collaboration |
1,839 | 203 | 6 | statistics | MediaPost Publications 85% Of Teen Brand Word-Of-Mouth Occurs Offline 09/23/2010 | 1,016 | statistic | 1 | 0.802519 | Education/Collaboration |
1,839 | 385 | 2 | advertising | MediaPost Publications 85% Of Teen Brand Word-Of-Mouth Occurs Offline 09/23/2010 | 1,016 | advertising | 1 | 0.802519 | Education/Collaboration |
1,839 | 2,118 | 9 | teens | MediaPost Publications 85% Of Teen Brand Word-Of-Mouth Occurs Offline 09/23/2010 | 1,016 | teen | 1 | 0.802519 | Education/Collaboration |
1,840 | 263 | 11 | mobile | Mobile Web Growth "Stunning," Says Opera's New Report | 1,016 | mobile | 1 | 0.802519 | Education/Collaboration |
1,840 | 266 | 2 | iphone | Mobile Web Growth "Stunning," Says Opera's New Report | 1,016 | iphone | 1 | 0.802519 | Education/Collaboration |
1,841 | 122 | 28 | design | Alphabetical Sorting Must (Mostly) Die (Jakob Nielsen's Alertbox) | 1,016 | design | 1 | 0.802519 | Education/Collaboration |
1,841 | 436 | 24 | ia | Alphabetical Sorting Must (Mostly) Die (Jakob Nielsen's Alertbox) | 1,016 | ia | 1 | 0.802519 | Education/Collaboration |
1,841 | 445 | 57 | usability | Alphabetical Sorting Must (Mostly) Die (Jakob Nielsen's Alertbox) | 1,016 | usability | 1 | 0.802519 | Education/Collaboration |
1,841 | 1,640 | 19 | sorting | Alphabetical Sorting Must (Mostly) Die (Jakob Nielsen's Alertbox) | 1,016 | sorting | 1 | 0.802519 | Education/Collaboration |
1,842 | 14 | 4 | textbooks | Sarah Sather: In The Public Interest : Open Textbooks and the Tech-Friendly Generation | 1,016 | textbook | 1 | 0.802519 | Education/Collaboration |
1,842 | 1,162 | 2 | ebooks | Sarah Sather: In The Public Interest : Open Textbooks and the Tech-Friendly Generation | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,843 | 86 | 42 | kids | Usability Study Shows Kids Don’t Search « | 1,016 | kid | 1 | 0.802519 | Education/Collaboration |
1,843 | 86 | 42 | kids | Usability Study Shows Kids Don’t Search « | 46,798 | kid | 9 | 0.807062 | Journalism/Media |
1,843 | 86 | 42 | kids | Usability Study Shows Kids Don’t Search « | 70,202 | kid | 1 | 0.841717 | Education/Collaboration |
1,843 | 255 | 35 | internet | Usability Study Shows Kids Don’t Search « | 1,016 | internet | 1 | 0.802519 | Education/Collaboration |
1,843 | 357 | 53 | search | Usability Study Shows Kids Don’t Search « | 1,016 | search | 1 | 0.802519 | Education/Collaboration |
1,843 | 357 | 53 | search | Usability Study Shows Kids Don’t Search « | 46,798 | search | 9 | 0.807062 | Journalism/Media |
1,843 | 357 | 53 | search | Usability Study Shows Kids Don’t Search « | 70,202 | search | 1 | 0.841717 | Education/Collaboration |
1,843 | 445 | 66 | usability | Usability Study Shows Kids Don’t Search « | 1,016 | usability | 1 | 0.802519 | Education/Collaboration |
1,844 | 36 | 12 | education | Does the Digital Classroom Enfeeble the Mind? - NYTimes.com | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,844 | 68 | 15 | technology | Does the Digital Classroom Enfeeble the Mind? - NYTimes.com | 1,016 | technology | 1 | 0.802519 | Education/Collaboration |
1,844 | 223 | 2 | social | Does the Digital Classroom Enfeeble the Mind? - NYTimes.com | 81,484 | social | 0 | 0.445026 | Education/Technology |
1,844 | 632 | 3 | performance | Does the Digital Classroom Enfeeble the Mind? - NYTimes.com | 1,016 | performance | 1 | 0.802519 | Education/Collaboration |
1,845 | 203 | 3 | statistics | Blogging is Alive and Well, Says Report | 1,016 | statistic | 1 | 0.802519 | Education/Collaboration |
1,845 | 228 | 2 | news | Blogging is Alive and Well, Says Report | 1,016 | news | 1 | 0.802519 | Education/Collaboration |
1,845 | 343 | 3 | blog | Blogging is Alive and Well, Says Report | 1,016 | blog | 1 | 0.802519 | Education/Collaboration |
1,846 | 339 | 5 | business | Hiding in Plain Sight: The Rise of Amazon Web Services – tecosystems | 1,016 | business | 1 | 0.802519 | Education/Collaboration |
1,846 | 2,100 | 7 | cloud | Hiding in Plain Sight: The Rise of Amazon Web Services – tecosystems | 1,016 | cloud | 1 | 0.802519 | Education/Collaboration |
1,846 | 2,110 | 14 | amazon | Hiding in Plain Sight: The Rise of Amazon Web Services – tecosystems | 1,016 | amazon | 1 | 0.802519 | Education/Collaboration |
1,846 | 3,512 | 8 | aws | Hiding in Plain Sight: The Rise of Amazon Web Services – tecosystems | 26,876 | aws | 4 | 0.78253 | Programming/Development |
1,846 | 6,694 | 5 | cloudcomputing | Hiding in Plain Sight: The Rise of Amazon Web Services – tecosystems | 26,876 | cloudcomputing | 4 | 0.78253 | Programming/Development |
1,847 | 339 | 77 | business | Why We Prefer Founding CEOs // ben's blog | 1,016 | business | 1 | 0.802519 | Education/Collaboration |
1,848 | 14 | 4 | textbooks | Kno To Build A Single Screen, Education-Focused Tablet | 1,016 | textbook | 1 | 0.802519 | Education/Collaboration |
1,848 | 36 | 6 | education | Kno To Build A Single Screen, Education-Focused Tablet | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,848 | 1,162 | 2 | ebooks | Kno To Build A Single Screen, Education-Focused Tablet | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,848 | 2,114 | 3 | tablet | Kno To Build A Single Screen, Education-Focused Tablet | 1,016 | tablet | 1 | 0.802519 | Education/Collaboration |
1,849 | 411 | 2 | socialnetworking | The Rise of Social Everything | Fast Company | 1,016 | socialnetworking | 1 | 0.802519 | Education/Collaboration |
1,851 | 505 | 7 | apple | Apple working on 'iTunes for newspapers' - Telegraph | 1,016 | apple | 1 | 0.802519 | Education/Collaboration |
1,851 | 2,036 | 7 | newspapers | Apple working on 'iTunes for newspapers' - Telegraph | 1,016 | newspaper | 1 | 0.802519 | Education/Collaboration |
1,851 | 2,119 | 2 | tablets | Apple working on 'iTunes for newspapers' - Telegraph | 1,016 | tablet | 1 | 0.802519 | Education/Collaboration |
1,852 | 36 | 14 | education | Classroom iPad Programs Get Mixed Response - Wired Campus - The Chronicle of Higher Education | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,852 | 227 | 19 | ipad | Classroom iPad Programs Get Mixed Response - Wired Campus - The Chronicle of Higher Education | 1,016 | ipad | 1 | 0.802519 | Education/Collaboration |
1,852 | 2,114 | 4 | tablet | Classroom iPad Programs Get Mixed Response - Wired Campus - The Chronicle of Higher Education | 1,016 | tablet | 1 | 0.802519 | Education/Collaboration |
1,854 | 36 | 123 | education | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,854 | 36 | 123 | education | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 6,934 | education | -1 | 0.754466 | Other |
1,854 | 36 | 123 | education | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 61,637 | education | 13 | 0.900551 | Social Media/Marketing |
1,854 | 66 | 51 | learning | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 6,934 | learning | -1 | 0.754466 | Other |
1,854 | 66 | 51 | learning | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 14,486 | learning | 1 | 0.884026 | Education/Collaboration |
1,854 | 66 | 51 | learning | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 61,637 | learning | 13 | 0.900551 | Social Media/Marketing |
1,854 | 195 | 73 | teaching | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 3,396 | teaching | 1 | 0.860199 | Education/Collaboration |
1,854 | 195 | 73 | teaching | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 6,934 | teaching | -1 | 0.754466 | Other |
1,854 | 195 | 73 | teaching | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 14,486 | teaching | 1 | 0.884026 | Education/Collaboration |
1,854 | 195 | 73 | teaching | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 61,637 | teaching | 13 | 0.900551 | Social Media/Marketing |
1,854 | 328 | 76 | innovation | Daniel Pink's Think Tank: Flip-thinking – the new buzz word sweeping the US - Telegraph | 61,637 | innovation | 13 | 0.900551 | Social Media/Marketing |
1,855 | 14 | 3 | textbooks | How to Digitize Your Textbooks - HackCollege - Student-Powered Lifehacking | 1,016 | textbook | 1 | 0.802519 | Education/Collaboration |
1,855 | 1,162 | 3 | ebooks | How to Digitize Your Textbooks - HackCollege - Student-Powered Lifehacking | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,857 | 14 | 2 | textbooks | Kno single-screen tablet textbook, eyes-on - Engadget Galleries | 1,016 | textbook | 1 | 0.802519 | Education/Collaboration |
1,857 | 36 | 2 | education | Kno single-screen tablet textbook, eyes-on - Engadget Galleries | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,857 | 1,162 | 2 | ebooks | Kno single-screen tablet textbook, eyes-on - Engadget Galleries | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,857 | 2,120 | 2 | kno | Kno single-screen tablet textbook, eyes-on - Engadget Galleries | 1,016 | kno | 1 | 0.802519 | Education/Collaboration |
1,858 | 1,162 | 2 | ebooks | Newest Kindles are the iPods of reading more than ever | Gravitational Pull | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,858 | 1,218 | 3 | kindle | Newest Kindles are the iPods of reading more than ever | Gravitational Pull | 1,016 | kindle | 1 | 0.802519 | Education/Collaboration |
1,859 | 1,162 | 2 | ebooks | Ray Kurzweil's e-reader turns a page | Beyond Binary - CNET News | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,859 | 2,114 | 3 | tablet | Ray Kurzweil's e-reader turns a page | Beyond Binary - CNET News | 1,016 | tablet | 1 | 0.802519 | Education/Collaboration |
1,861 | 122 | 6 | design | IDEO Creates Three Visions for Books in the Digital Age | Co.Design | 1,016 | design | 1 | 0.802519 | Education/Collaboration |
1,861 | 211 | 6 | books | IDEO Creates Three Visions for Books in the Digital Age | Co.Design | 1,016 | book | 1 | 0.802519 | Education/Collaboration |
1,861 | 1,162 | 4 | ebooks | IDEO Creates Three Visions for Books in the Digital Age | Co.Design | 1,016 | ebooks | 1 | 0.802519 | Education/Collaboration |
1,862 | 36 | 68 | education | Learn Python The Hard Way: Learn Python The Hard Way | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,862 | 66 | 120 | learning | Learn Python The Hard Way: Learn Python The Hard Way | 3,957 | learning | 1 | 0.770087 | Education/Collaboration |
1,862 | 206 | 53 | reference | Learn Python The Hard Way: Learn Python The Hard Way | 1,016 | reference | 1 | 0.802519 | Education/Collaboration |
1,862 | 533 | 254 | programming | Learn Python The Hard Way: Learn Python The Hard Way | 1,016 | programming | 1 | 0.802519 | Education/Collaboration |
1,862 | 919 | 429 | python | Learn Python The Hard Way: Learn Python The Hard Way | 1,016 | python | 1 | 0.802519 | Education/Collaboration |
1,862 | 919 | 429 | python | Learn Python The Hard Way: Learn Python The Hard Way | 3,957 | python | 1 | 0.770087 | Education/Collaboration |
1,863 | 36 | 6 | education | Could There Be A Better Advertisement For The iPad? | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,863 | 86 | 3 | kids | Could There Be A Better Advertisement For The iPad? | 1,016 | kid | 1 | 0.802519 | Education/Collaboration |
1,863 | 227 | 7 | ipad | Could There Be A Better Advertisement For The iPad? | 1,016 | ipad | 1 | 0.802519 | Education/Collaboration |
1,863 | 505 | 4 | apple | Could There Be A Better Advertisement For The iPad? | 1,016 | apple | 1 | 0.802519 | Education/Collaboration |
1,863 | 2,114 | 3 | tablet | Could There Be A Better Advertisement For The iPad? | 1,016 | tablet | 1 | 0.802519 | Education/Collaboration |
1,866 | 36 | 3 | education | Digital-Textbooks Formula Proves Elusive - NYTimes.com | 1,016 | education | 1 | 0.802519 | Education/Collaboration |
1,866 | 227 | 2 | ipad | Digital-Textbooks Formula Proves Elusive - NYTimes.com | 1,016 | ipad | 1 | 0.802519 | Education/Collaboration |
1,867 | 178 | 8 | socialmedia | Combing Your Friends� Tastes, Not the Whole Web�s - NYTimes.com | 1,016 | socialmedia | 1 | 0.802519 | Education/Collaboration |
1,867 | 223 | 5 | social | Combing Your Friends� Tastes, Not the Whole Web�s - NYTimes.com | 1,016 | social | 1 | 0.802519 | Education/Collaboration |
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