The graph represents a network of 3,087 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 20:03 UTC.
The tweets in the network were tweeted over the 3422-day, 2-hour, 39-minute period from Friday, 30 August 2013 at 13:32 UTC to Thursday, 12 January 2023 at 16:12 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

Vertices : 3087
Unique Edges : 3358
Edges With Duplicates : 8325
Total Edges : 11683
Number of Edge Types : 9
Retweet : 2862
MentionsInRetweet : 5401
Mentions : 1837
MentionsInQuote : 138
Tweet : 915
Quote : 127
Replies to : 117
MentionsInReplyTo : 280
MentionsInQuoteReply : 6
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.0479985174203113
Reciprocated Edge Ratio : 0.0916003536693192
Connected Components : 392
Single-Vertex Connected Components : 243
Maximum Vertices in a Connected Component : 2277
Maximum Edges in a Connected Component : 10270
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.832037
Graph Density : 0.000593608427539148
Modularity : 0.353156
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,087 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 20:03 UTC.
The tweets in the network were tweeted over the 3422-day, 2-hour, 39-minute period from Friday, 30 August 2013 at 13:32 UTC to Thursday, 12 January 2023 at 16:12 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[496] knightfdn,#newschallenge [294] #newschallenge,#libraries [189] news,challenge [188] 21st,century [167] digital,age [145] #newschallenge,winners [143] knight,news [123] #newschallenge,challenge [119] info,needs [118] serve,21st Top Word Pairs in Tweet in G1:
[146] #newschallenge,#libraries [120] knightfdn,#newschallenge [97] 21st,century [70] #newschallenge,winners [70] digital,age [68] pleased,announce [65] winners,#newschallenge [62] grant,knightfdn [61] knight,#newschallenge [60] received,250k Top Word Pairs in Tweet in G2:
[104] 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] conversation,#newschallenge [42] join,conversation [41] come,join [39] latest,data [39] data,journalism [26] journalism,#newschallenge [24] news,challenge [19] sylvester,stallone [15] 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] launched,knightfdn [14] best,ideas [14] ideas,using [14] answers,wanted Top Word Pairs in Tweet in G6:
[12] gt,co [12] co,8dww4kwwmt [10] #newschallenge,#libraries [8] knightfdn,#newschallenge [6] #muteleaders,#youthwakeupcallusa [5] #youthwakeupcallusa,gt [3] #vetsusa,#muteleaders [3] help,knightfdn [3] newseyeeu,mikko_tolonen [3] gr8,program 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 [19] knight,news [19] news,challenge Top Word Pairs in Tweet in G8:
[19] media,collider [16] libraries,offer [16] proposal,metalabharvard [16] news,challenge [13] knight,news [13] community,archiving [12] space,library [12] #newschallenge,challenge [11] asking,libraries [11] media,archives 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:
[20] collaborative,design [19] forum,collaborative [19] sfpubliclibrary,forum [18] digital,services [17] knightfdn,#newschallenge [13] make,sfpubliclibrary [12] support,sfmoci [12] library,comment [12] #usertesting,public [12] public,library Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: