newschallenge, Twitter, 1/9/2023 11:10:41 PM, 287578


FAQ | Problem?

newschallenge_2023-01-09_12-00-01.xlsx
newschallenge_2023-01-09_12-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 09, 2023
Short Description:
newschallenge via NodeXL https://bit.ly/3GsblmI
@knightfdn
@pjesella
@ethanz
@lauramcshanecle
@npr
@theresaamurphy
@jim_salmons
@nodexl
@nihadbassis
@sfmoci

Top hashtags:
#newschallenge
#libraries
#alaac16
#data
#sxsw
#opendata
#sxswedu
#nationalfastfoodday
#micdrop

Description:
Description
The graph represents a network of 3,085 Twitter users whose recent tweets contained "newschallenge", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 20:03 UTC.

The tweets in the network were tweeted over the 3399-day, 8-hour, 32-minute period from Friday, 30 August 2013 at 13:32 UTC to Tuesday, 20 December 2022 at 22:05 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3085
Unique Edges : 3357
Edges With Duplicates : 8327
Total Edges : 11684
Number of Edge Types : 9
Retweet : 2862
MentionsInRetweet : 5398
Mentions : 1833
MentionsInQuote : 138
Tweet : 915
Quote : 128
Replies to : 119
MentionsInReplyTo : 284
MentionsInQuoteReply : 7
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.0480163144234334
Reciprocated Edge Ratio : 0.0916327613656466
Connected Components : 390
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 2277
Maximum Edges in a Connected Component : 10271
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.83912
Graph Density : 0.000594168259033397
Modularity : 0.351678
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,085 Twitter users whose recent tweets contained "newschallenge", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 20:03 UTC.

The tweets in the network were tweeted over the 3399-day, 8-hour, 32-minute period from Friday, 30 August 2013 at 13:32 UTC to Tuesday, 20 December 2022 at 22:05 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : newschallenge
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[596] https://www.knightfoundation.org/challenges/knight-news-challenge
[184] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[57] http://www.knightfoundation.org/blogs/knightblog/2016/3/14/how-we-can-find-focus-flexibility-our-libraries/
[46] http://www.knightfoundation.org/blogs/knightblog/2016/7/19/supporting-stronger-libraries-digital-age/
[36] http://opengov.newschallenge.org/open/open-government/submission/leveraging-selective-service-system-registration-requirement-into-civic-service-wakeup-call-whynot
[35] http://www.knightfoundation.org/blogs/knightblog/2016/4/27/bringing-dark-money-out-shadows/
[33] http://www.knightfoundation.org/blogs/knightblog/2016/3/18/how-libraries-might-help-fill-information-gaps-communities/
[31] http://www.knightfoundation.org/blogs/knightblog/2016/4/26/how-city-boston-making-its-data-accessible-everyone/
[31] https://newschallenge.org:443/
[30] http://www.knightfoundation.org/blogs/knightblog/2016/3/11/five-takeaways-sxswedu/

Top URLs in Tweet in G1:
[111] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[51] https://www.knightfoundation.org/challenges/knight-news-challenge
[45] http://www.knightfoundation.org/blogs/knightblog/2016/3/14/how-we-can-find-focus-flexibility-our-libraries/
[26] http://www.knightfoundation.org/blogs/knightblog/2016/4/26/how-city-boston-making-its-data-accessible-everyone/
[22] http://www.knightfoundation.org/blogs/knightblog/2016/7/19/supporting-stronger-libraries-digital-age/
[21] http://www.knightfoundation.org/blogs/knightblog/2016/3/11/five-takeaways-sxswedu/
[21] http://www.knightfoundation.org/blogs/knightblog/2016/8/15/three-ways-think-differently-about-libraries/
[19] https://knightfoundation.org/knc10
[16] https://newschallenge.org:443/
[15] http://www.knightfoundation.org/blogs/knightblog/2016/1/26/17-ideas-win-knight-news-challenge-data/

Top URLs in Tweet in G2:
[45] https://www.knightfoundation.org/challenges/knight-news-challenge
[16] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[15] http://gobo.social
[14] http://www.knightfoundation.org/live/
[13] http://www.knightfoundation.org/blogs/knightblog/2016/7/19/supporting-stronger-libraries-digital-age/
[12] http://www.marketsforgood.org/knight-news-challenge-awards-3-2-million-for-17-ideas-that-make-data-work-for-communities/
[10] http://www.libraryideas.org/#!knight-foundation/okfou
[9] https://twitter.com/knightfdn/status/695051671546691585
[7] http://www.knightfoundation.org/articles/helping-libraries-keep-pace-with-the-demands-of-the-digital-age
[6] https://psmag.com/closing-wikipedias-gender-gap-1f02b247beba#.jkhobzt47

Top URLs in Tweet in G3:
[73] https://www.knightfoundation.org/challenges/knight-news-challenge
[34] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[22] http://www.knightfoundation.org/blogs/knightblog/2016/3/18/how-libraries-might-help-fill-information-gaps-communities/
[14] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/our-story-content-collections-and-impact-in-rural-america
[12] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/visualizing-philanthropic-funding-for-libraries
[10] https://mnylc.github.io/cit-toolkit/
[10] https://twitter.com/EvaNPereira/status/746755767689150464
[10] http://www.knightfoundation.org/blogs/knightblog/2015/8/6/library-all-breaks-down-barriers-knowledge-developing-world/
[8] http://www.knightfoundation.org/blogs/knightblog/2016/3/14/how-we-can-find-focus-flexibility-our-libraries/
[7] http://www.takepart.com/article/2016/06/24/library-storytime-doesnt-end-because-dads-locked-up

Top URLs in Tweet in G4:
[106] https://www.knightfoundation.org/challenges/knight-news-challenge
[8] http://kng.ht/1o2mpws
[5] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[3] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/a-digital-library-solution-for-the-4-3-billion-people-who-don-t-have-access-to-the-internet
[3] https://twitter.com/Tips97533945/status/931265723682443264/photo/1
[2] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/evaluation/unleashing-the-universal-research-library/
[2] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/co-play-learn?platform=hootsuite
[2] http://ln.is/
[2] https://twitter.com/schlime/status/927592979136696323
[2] https://twitter.com/coloringspirit/status/712048188266561540/photo/1

Top URLs in Tweet in G5:
[13] http://thescoopblog.dallasnews.com/2016/06/dallas-public-library-dallas-morning-news-team-up-to-win-150k-grant-for-teenage-storytellers.html/
[8] http://www.knightfoundation.org/blogs/knightblog/2016/2/24/knight-news-challenge-libraries-will-accept-entries-until-march-21/
[7] http://www.niemanlab.org/2016/06/the-dallas-morning-news-and-dallas-public-library-are-teaming-up-to-offer-workshops-for-students/
[6] http://www.knightfoundation.org/blogs/knightblog/2016/3/16/last-minute-tips-applying-knight-news-challenge-libraries/
[5] https://newschallenge.org:443/
[5] http://www.dallasnews.com/news/dallas/2016/11/26/dallas-public-library-dallas-morning-news-seek-high-school-students-eager-report
[5] http://www.niemanlab.org/2017/11/knight-shares-what-its-learned-over-10-years-of-the-knight-news-challenge-and-announces-eight-new-winners/?utm_content=buffer3e62e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[3] http://www.niemanlab.org/2017/11/knight-shares-what-its-learned-over-10-years-of-the-knight-news-challenge-and-announces-eight-new-winners/?utm_content=bufferc9d3c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.knightfoundation.org/challenges/knight-news-challenge

Top URLs in Tweet in G6:
[36] http://opengov.newschallenge.org/open/open-government/submission/leveraging-selective-service-system-registration-requirement-into-civic-service-wakeup-call-whynot
[8] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/turn-text-soup-into-smart-data-in-newspaper-magazine-archives-softalk-the-computer-history-museum
[5] https://www.congress.gov/bill/114th-congress/house-bill/4478/text
[4] https://www.facebook.com/notes/peter-jesella/peters-reply-to-bloomberg-businessweek-view-women-belong-in-the-military-and-the/925452877533296
[3] https://www.facebook.com/notes/peter-jesella/2015-national-security-database-challenge-to-us-presidential-candidates-like-rea/913483722063545?pnref=lhc
[2] https://www.commonwealthclub.org/events/2016-03-08/peter-bergen-cnn-national-security-analyst
[2] https://twitter.com/jscotthajek/status/710825253426085888
[2] https://twitter.com/Jim_Salmons/status/708345503977635840/photo/1
[2] https://www.knightfoundation.org/challenges/knight-news-challenge
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=65132

Top URLs in Tweet in G7:
[80] https://www.knightfoundation.org/challenges/knight-news-challenge
[9] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/libraries-communities-working-together-to-increase-college-and-career-readiness-for-low-income-students#!
[6] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[6] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/musicat-open-source-software-for-libraries-to-create-digital-collections-of-local-music
[4] https://go.umd.edu/3h4
[4] https://twitter.com/heychrisbarr/status/721066492297658368
[3] https://go.umd.edu/3jt
[3] http://librarian.newjackalmanac.ca/2016/03/knight-news-challenge-library-starter.html
[2] http://www.knightfoundation.org/blogs/knightblog/2016/4/26/how-city-boston-making-its-data-accessible-everyone/
[2] https://twitter.com/budnikj/status/712348991019556864

Top URLs in Tweet in G8:
[59] https://www.knightfoundation.org/challenges/knight-news-challenge
[14] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/the-space-library-an-international-library-space-network-ilsn
[9] http://thespacelibrary.org/
[9] https://altbibl.io/gazette/librarians-in-space/
[6] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/the-space-library-an-international-library-space-network-ilsn/comments#c-41e62300a7b58ef9cbf36de8af092959
[2] https://research.science.ai/article/unleashing-the-universal-research-library
[2] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/the-space-library-an-international-library-space-network-ilsn?utm_content=buffer082ed&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/media-collider-animating-the-american-archive-of-public-broadcasting-in-library-spaces
[1] https://twitter.com/jaytiesse/status/720354921497800705/photo/1
[1] https://www.worldaffairs.org/events/event/1611?utm_content=buffer522cc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[13] https://www.knightfoundation.org/challenges/knight-news-challenge
[4] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/creative-commons-cc-certificate-for-librarians
[3] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/automatically-linking-news-articles-to-scholarly-research-articles-and-data
[2] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/radical-librarianship-at-the-allied-media-conference
[1] https://paper.li/struwwelchen/librarians-world?edition_id=b2deb680-d4ec-11e7-8b35-0cc47a0d1609
[1] https://paper.li/struwwelchen/librarians-world?edition_id=31e6ce30-d291-11e7-8b35-0cc47a0d1609
[1] https://paper.li/struwwelchen/librarians-world?edition_id=33ab2bf0-cdda-11e7-8b31-0cc47a0d1609
[1] https://paper.li/struwwelchen/librarians-world?edition_id=03ff54c0-39f3-11e6-bf85-0cc47a0d1609
[1] https://paper.li/struwwelchen/librarians-world?edition_id=5d601ae0-cea3-11e7-8349-0cc47a0d1609
[1] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/sharing-rare-materials-building-a-participatory-community-around-archival-and-special-collections-on-social-media-and-the-semantic-web

Top URLs in Tweet in G10:
[28] http://www.knightfoundation.org/blogs/knightblog/2016/4/27/bringing-dark-money-out-shadows/
[5] http://www.huffingtonpost.com/opensecrets-blog/now-more-and-better-data_b_12736916.html
[4] https://www.knightfoundation.org/challenges/knight-news-challenge
[4] http://time.com/4302084/donald-trump-hillary-clinton-bernie-sanders-tv-shows/
[3] http://www.niemanlab.org/2016/03/the-political-tv-ad-archive-is-making-it-easier-for-journalists-to-report-on-campaign-spots/
[2] http://www.knightfoundation.org/blogs/knightblog/2016/6/23/knight-news-challenge-libraries-awards-16-million-support-innovative-ideas/
[1] http://schedule.sxswedu.com/events/event_PP58433
[1] http://www.knightfoundation.org/blogs/knightblog/2016/7/19/supporting-stronger-libraries-digital-age/
[1] https://open-archive.net/
[1] https://www.newschallenge.org/challenge/how-might-libraries-serve-21st-century-information-needs/submissions/unlocking-film-video-libraries-for-discovery-search?utm_content=buffer46da4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[1446] knightfoundation.org
[578] twitter.com
[388] newschallenge.org
[197] paper.li
[31] niemanlab.org
[30] fb.me
[25] dallasnews.com
[25] instagram.com
[22] gobo.social
[22] mofilmgrants.com

Top Domains in Tweet in G1:
[572] knightfoundation.org
[111] twitter.com
[80] newschallenge.org
[17] thenewtropic.com
[14] smithsonianmag.com
[14] nextcity.org
[13] sxswedu.com
[13] govtech.com
[8] vimeo.com
[8] libraryideas.org

Top Domains in Tweet in G2:
[143] knightfoundation.org
[121] twitter.com
[21] gobo.social
[19] newschallenge.org
[12] marketsforgood.org
[11] libraryideas.org
[6] goo.gl
[6] psmag.com
[6] sched.com
[4] oclc.org

Top Domains in Tweet in G3:
[186] knightfoundation.org
[70] twitter.com
[59] newschallenge.org
[10] github.io
[7] takepart.com
[6] mic.com
[6] bkreader.com
[5] theverge.com
[5] statescoop.com
[4] civsourceonline.com

Top Domains in Tweet in G4:
[114] knightfoundation.org
[67] twitter.com
[50] paper.li
[24] newschallenge.org
[16] fb.me
[14] youtube.com
[8] kng.ht
[5] soundcloud.com
[4] tweetedtimes.com
[3] fiverr.com

Top Domains in Tweet in G5:
[28] knightfoundation.org
[20] dallasnews.com
[18] niemanlab.org
[9] twitter.com
[7] newschallenge.org
[1] opensecrets.org
[1] theverge.com
[1] technical.ly
[1] streetwise.co
[1] gobo.social

Top Domains in Tweet in G6:
[45] newschallenge.org
[42] twitter.com
[8] facebook.com
[5] congress.gov
[4] knightfoundation.org
[3] commonwealthclub.org
[2] sxswedu.com
[2] nodexlgraphgallery.org
[1] natalie.love
[1] cbsnews.com

Top Domains in Tweet in G7:
[103] knightfoundation.org
[21] newschallenge.org
[19] twitter.com
[7] umd.edu
[3] archive.org
[3] newjackalmanac.ca
[2] akronartmuseum.org
[2] goo.gl
[2] ow.ly
[1] libraryideas.org

Top Domains in Tweet in G8:
[64] knightfoundation.org
[28] newschallenge.org
[10] thespacelibrary.org
[9] altbibl.io
[9] twitter.com
[2] science.ai
[1] worldaffairs.org

Top Domains in Tweet in G9:
[14] newschallenge.org
[14] knightfoundation.org
[5] paper.li

Top Domains in Tweet in G10:
[35] knightfoundation.org
[5] huffingtonpost.com
[4] time.com
[3] niemanlab.org
[1] sxswedu.com
[1] open-archive.net
[1] newschallenge.org
[1] trib.al
[1] archive.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3228] newschallenge
[791] libraries
[202] alaac16
[117] data
[108] sxsw
[87] opendata
[66] sxswedu
[54] nationalfastfoodday
[44] micdrop
[43] darkmoney



Top Hashtags in Tweet in G1:
[1037] newschallenge
[387] libraries
[65] data
[64] alaac16
[57] sxsw
[42] sxswedu
[37] opendata
[31] libraryofthefuture
[16] library
[14] prototypefund

Top Hashtags in Tweet in G2:
[626] newschallenge
[99] libraries
[37] sxsw
[25] alaac16
[22] data
[12] informacam
[12] newsroundup
[11] sxswedu
[9] liblove
[8] erl16

Top Hashtags in Tweet in G3:
[400] newschallenge
[157] libraries
[86] alaac16
[13] ourstory
[13] glamwiki
[10] telestory
[9] fairuse
[8] philanthropy
[6] sxswedu
[6] librariestransform

Top Hashtags in Tweet in G4:
[245] newschallenge
[17] whatyourdogisthankfulfor
[17] thursdaythoughts
[16] nationalfastfoodday
[15] futuregenerationproblems
[13] libraries
[6] edchat
[4] library
[4] weirdthanksgivingtraditions
[4] knightcities

Top Hashtags in Tweet in G5:
[133] newschallenge
[30] libraries
[7] alaac16
[2] datajournalism
[1] cil2017
[1] innovation
[1] telestory
[1] datadrivenjournalism
[1] secondnet
[1] ama

Top Hashtags in Tweet in G6:
[22] muteleaders
[22] newschallenge
[13] hr4478
[13] libraries
[11] youthwakeupcallusa
[6] vetsusa
[6] usciviced
[4] sxsw
[3] potus
[3] sss_gov

Top Hashtags in Tweet in G7:
[134] newschallenge
[26] libraries
[16] opendata
[7] newchallenge
[6] incumaker
[4] nationallibraryweek
[4] akron
[4] cle
[4] technicle
[4] alaac16

Top Hashtags in Tweet in G8:
[50] newschallenge
[15] libraries
[12] spacelibrary
[11] cubesats
[9] openscience
[9] astro
[9] opendata
[7] pubmedia
[7] space
[6] avarchives

Top Hashtags in Tweet in G9:
[48] newschallenge
[9] specialcollections
[9] semanticweb
[3] libraries
[3] librarians
[2] lostla
[1] otd
[1] g1000
[1] brexit
[1] cc

Top Hashtags in Tweet in G10:
[33] darkmoney
[32] newschallenge
[16] elections
[5] data
[5] libraries
[2] sxsw
[1] sxsw3du
[1] openarchive
[1] soundofmusiclive

Top Words
Top Words in Tweet in Entire Graph:
[3243] #newschallenge
[2276] knightfdn
[791] #libraries
[752] libraries
[450] knight
[407] challenge
[378] digital
[356] news
[332] library
[328] winners

Top Words in Tweet in G1:
[1039] #newschallenge
[869] knightfdn
[387] #libraries
[228] libraries
[175] knight
[173] winners
[137] digital
[127] projects
[120] ideas
[103] communities

Top Words in Tweet in G2:
[626] #newschallenge
[414] knightfdn
[166] ethanz
[103] libraries
[99] #libraries
[84] jsb
[76] knight
[74] internet
[71] libraryideadrop
[67] 10

Top Words in Tweet in G3:
[420] knightfdn
[404] #newschallenge
[181] libraries
[157] #libraries
[87] #alaac16
[78] project
[70] help
[68] rural
[67] communities
[66] dpla

Top Words in Tweet in G4:
[245] #newschallenge
[83] challenge
[48] latest
[44] data
[43] journalism
[42] join
[42] come
[42] conversation
[34] news
[29] libraries

Top Words in Tweet in G5:
[161] knightfdn
[133] #newschallenge
[46] ibarguen
[41] ideas
[40] digital
[31] dallasnews
[30] #libraries
[29] needs
[28] info
[26] dallaslibrary

Top Words in Tweet in G6:
[33] gt
[25] knightfdn
[22] #newschallenge
[22] #muteleaders
[13] #hr4478
[13] #libraries
[13] co
[12] 8dww4kwwmt
[11] #youthwakeupcallusa
[6] gr8

Top Words in Tweet in G7:
[135] #newschallenge
[66] knightfdn
[59] libraries
[53] proposal
[48] challenge
[29] ideas
[27] career
[27] college
[26] check
[26] #libraries

Top Words in Tweet in G8:
[50] #newschallenge
[43] knightfdn
[37] metalabharvard
[35] library
[32] media
[31] check
[30] challenge
[30] libraries
[30] proposal
[29] space

Top Words in Tweet in G9:
[50] knightfdn
[48] #newschallenge
[43] cc
[41] creativecommons
[29] librarians
[28] proposal
[23] proposes
[22] licensed
[22] 10
[22] part

Top Words in Tweet in G10:
[54] knightfdn
[33] #darkmoney
[33] opensecretsdc
[32] #newschallenge
[17] internetarchive
[16] #elections
[14] site
[14] shadows
[12] libraries
[12] challenge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[499] knightfdn,#newschallenge
[296] #newschallenge,#libraries
[190] news,challenge
[185] 21st,century
[167] digital,age
[145] #newschallenge,winners
[144] knight,news
[123] #newschallenge,challenge
[119] info,needs
[115] serve,21st

Top Word Pairs in Tweet in G1:
[147] #newschallenge,#libraries
[116] knightfdn,#newschallenge
[90] 21st,century
[70] #newschallenge,winners
[70] digital,age
[68] pleased,announce
[62] grant,knightfdn
[61] knight,#newschallenge
[61] winners,#newschallenge
[60] knightfdn,build

Top Word Pairs in Tweet in G2:
[105] knightfdn,#newschallenge
[46] 10,years
[43] #newschallenge,#libraries
[31] tony,marx
[28] digital,age
[27] news,challenge
[25] #newschallenge,winners
[23] business,model
[19] knight,news
[17] public,space

Top Word Pairs in Tweet in G3:
[66] knightfdn,#newschallenge
[50] #newschallenge,#libraries
[43] digital,age
[35] knightfdn,libraries
[30] rural,america
[30] #newschallenge,winners
[29] #newschallenge,project
[28] communities,#newschallenge
[26] news,challenge
[25] #newschallenge,#alaac16

Top Word Pairs in Tweet in G4:
[54] #newschallenge,challenge
[42] join,conversation
[42] conversation,#newschallenge
[41] come,join
[39] latest,data
[39] data,journalism
[26] journalism,#newschallenge
[24] news,challenge
[18] sylvester,stallone
[14] franken,#whatyourdogisthankfulfor

Top Word Pairs in Tweet in G5:
[72] knightfdn,#newschallenge
[27] info,needs
[23] dallaslibrary,dallasnews
[17] 21st,century
[15] using,digital
[15] serve,21st
[14] ideas,using
[14] launched,knightfdn
[14] didn,answers
[14] #newschallenge,didn

Top Word Pairs in Tweet in G6:
[12] gt,co
[12] co,8dww4kwwmt
[11] #newschallenge,#libraries
[9] knightfdn,#newschallenge
[6] #muteleaders,#youthwakeupcallusa
[5] #youthwakeupcallusa,gt
[3] top,influencer
[3] gr8,program
[3] plzd,top
[3] newseyeeu,mikko_tolonen

Top Word Pairs in Tweet in G7:
[44] #newschallenge,proposal
[27] #newschallenge,challenge
[27] college,career
[24] hubs,thru
[24] thru,libraries
[23] conversation,#newschallenge
[23] join,conversation
[21] come,join
[20] knight,news
[20] news,challenge

Top Word Pairs in Tweet in G8:
[19] media,collider
[16] libraries,offer
[16] proposal,metalabharvard
[15] news,challenge
[12] knight,news
[12] community,archiving
[12] space,library
[11] asking,libraries
[11] media,archives
[11] compelling,participatory

Top Word Pairs in Tweet in G9:
[39] knightfdn,#newschallenge
[22] 10,000
[22] proposes,build
[22] ebooks,part
[22] database,10
[22] 000,cc
[22] licensed,ebooks
[22] cc,licensed
[22] unglueit,proposes
[22] part,knightfdn

Top Word Pairs in Tweet in G10:
[14] #darkmoney,shadows
[12] knightfdn,opensecretsdc
[11] history,#newschallenge
[11] libraries,japanese
[11] american,history
[11] #newschallenge,challenge
[11] denshoproject,idea
[11] japanese,american
[11] idea,libraries
[10] great,denshoproject

Top Replied-To
Top Replied-To in Entire Graph:
@knightfdn
@dallaslibrary
@michaelwilsontv
@barackobama
@jacjamul
@activefree
@phaase
@jonvoss
@clemetroschools
@jsb

Top Replied-To in G1:
@barackobama
@knightfdn
@jsb
@bostonjoan
@muktidooth2008
@waxpancake
@rayking_live
@drlaureldavis
@tj_harmony

Top Replied-To in G2:
@knightfdn
@thinktower
@latanyasweeney
@greggish
@ethanz
@briansj3
@frodriquez
@kishizuka
@tec_center
@nancylublin

Top Replied-To in G3:
@jonvoss
@harvardlil
@webjunction
@historypin
@oclc
@bklynlibrary
@fdncenter
@brooklynlibrary
@libraryforall

Top Replied-To in G5:
@dallaslibrary
@ibarguen
@tgonzalez
@timberners_lee
@kelleyboothe
@ayumibennett
@knightfdn
@mtdukes
@morisy

Top Replied-To in G6:
@phaase
@petulad
@unlbigdata
@meghaninmotion
@newseyeeu
@tmkeegan
@doctorlomazow
@stewart

Top Replied-To in G7:
@clemetroschools
@copystar
@wearelrng
@hedgielib
@librarianry

Top Replied-To in G8:
@metalabharvard
@billnye
@timoreilly
@mitlibraries

Top Replied-To in G9:
@creativecommons

Top Mentioned
Top Mentioned in Entire Graph:
@knightfdn
@ethanz
@jsb
@libraryideadrop
@heychrisbarr
@jonathanstray
@historypin
@dpla
@ibarguen
@bklynlibrary

Top Mentioned in G1:
@knightfdn
@jonathanstray
@jsb
@newtropicmiami
@mdpls
@helloctcl
@lwbontheweb
@heychrisbarr
@libraryideadrop
@salmaface

Top Mentioned in G2:
@knightfdn
@ethanz
@jsb
@libraryideadrop
@heychrisbarr
@tristanharris
@krmaher
@laurawp
@pahlkadot
@scrawford

Top Mentioned in G3:
@knightfdn
@historypin
@dpla
@bklynlibrary
@oclc
@fdncenter
@p2pu
@merrileeiam
@webjunction
@jsb

Top Mentioned in G4:
@c_coolidge
@tips97533945

Top Mentioned in G5:
@knightfdn
@ibarguen
@dallasnews
@leathau
@dallaslibrary
@documentcloud
@tomthuang
@niemanlab
@niemanfdn

Top Mentioned in G6:
@knightfdn
@jim_salmons
@cwclub
@factminers
@peterbergencnn
@brianfishman
@pjesella
@nodexl
@potus
@mikko_tolonen

Top Mentioned in G7:
@knightfdn
@rabblebabbles
@yalsa
@iartlibraries
@dmcc222
@ischoolumd
@lauramcshanecle
@openneo
@yalsa_director
@mmsubram

Top Mentioned in G8:
@knightfdn
@metalabharvard
@amarchivepub
@libcce
@wgbh
@dainabouquin
@timoreilly
@ng_yvonne
@odewahn
@psulibrary

Top Mentioned in G9:
@knightfdn
@creativecommons
@unglueit
@allisonjaiodell
@amandafrench
@uscspecol
@usclibraries
@usccinema
@mchris4duke
@archivistariel

Top Mentioned in G10:
@knightfdn
@opensecretsdc
@internetarchive
@denshoproject
@politadarchive
@huffingtonpost
@annalecta
@time
@nypl
@p2pu

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@jornalistavitor
@jurylady5
@cowboyscifibot
@robre62
@lopezgovlaw
@bob_stinson1234
@vonrosenchild
@setthemasthead
@jjj5819

Top Tweeters in G1:
@jornalistavitor
@jurylady5
@kibsolfuture
@digyoursoul
@raygibbs1
@ronthornton
@paulmick
@valsadie
@gadflyquebec
@dominiquevanpee

Top Tweeters in G2:
@lopezgovlaw
@jjj5819
@alevergara78
@itknowingness
@glynmoody
@pidutdin
@tawarayasotatsu
@nayasala
@wsj
@vernapolitics

Top Tweeters in G3:
@fleming77
@ijclark
@sbarrbrisebois
@librariesval
@swmstn2
@alstarkey
@verge
@bbbcccnnn
@philshapiro
@shevistories

Top Tweeters in G4:
@occuworld
@c_coolidge
@mg__racing
@btxcgnbv
@zftwarning
@samusicalpro
@yrwrong
@rebelliousval
@marcos_sp0001
@willoxh

Top Tweeters in G5:
@setthemasthead
@ange_patricia
@dallasnews
@randolphnews1
@ghoshworld
@jeffjarvis
@mediagazerchat
@dansinker
@doneladams
@andelman

Top Tweeters in G6:
@bigdatatweetbot
@rickhasen
@warontherocks
@sentiwire
@natalieforest
@mcbiffing
@mmfa
@nimbosa
@realdonaldtrump
@neo4j

Top Tweeters in G7:
@madhuriwrites
@hmbryan
@joecimperman
@brooklyncentre
@lauramcshanecle
@agungw132
@yalsa
@courtyardhotels
@cliffordious
@lbraun2000

Top Tweeters in G8:
@cowboyscifibot
@fear_eile
@mrterborg
@littlebluepixel
@mollyrose_good
@for_content
@openscience
@timoreilly
@librarysherpa
@eklinck

Top Tweeters in G9:
@die_primel
@joeycoleman
@jjmerelo
@lynnemthomas
@nanwarner
@presroi
@quotedian
@netizenrights
@hh_rick
@biblioblogs

Top Tweeters in G10:
@robre62
@marti431uew
@time
@korstraw
@dshojinakamoto
@ideagov
@ogo5111
@texyellowdogdem
@parkedaccount1
@sassres


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.