The graph represents a network of 3,863 Twitter users whose recent tweets contained "opengov", 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 15:38 UTC.
The tweets in the network were tweeted over the 4110-day, 22-hour, 37-minute period from Tuesday, 08 November 2011 at 02:12 UTC to Thursday, 09 February 2023 at 00:50 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 : 3863
Unique Edges : 3582
Edges With Duplicates : 11507
Total Edges : 15089
Number of Edge Types : 9
Retweet : 3153
MentionsInRetweet : 5464
Tweet : 731
Mentions : 2904
Quote : 283
MentionsInQuote : 339
Replies to : 869
MentionsInReplyTo : 1227
MentionsInQuoteReply : 119
Self-Loops : 1653
Reciprocated Vertex Pair Ratio : 0.0252315554136059
Reciprocated Edge Ratio : 0.0492211838006231
Connected Components : 252
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 3136
Maximum Edges in a Connected Component : 13422
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.532182
Graph Density : 0.000430326459594289
Modularity : 0.395595
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,863 Twitter users whose recent tweets contained "opengov", 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 15:38 UTC.
The tweets in the network were tweeted over the 4110-day, 22-hour, 37-minute period from Tuesday, 08 November 2011 at 02:12 UTC to Thursday, 09 February 2023 at 00:50 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 : opengov
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:
[258] polkadot,opengov [222] house,rules [221] hey,speakermccarthy [221] addendum,house [221] three,addendum [221] true,secret [221] speakermccarthy,true [221] rules,punchbowlnews [221] secret,three [220] danielschuman,hey Top Word Pairs in Tweet in G1:
[252] polkadot,opengov [136] opengov,fellowship [135] fellowship,whitelisted [135] whitelisted,root [134] first,polkadot [134] root,call [122] kusamanetwork,enacted [122] call,kusamanetwork [121] enacted,involved [120] governance,system Top Word Pairs in Tweet in G2:
[82] gobierno,abierto [66] better,understand [65] guide,#policymakers [65] effective,#citizenparticipation [65] practical,guide [65] #citizenparticipation,processes [65] implement,effective [65] understand,implement [65] #policymakers,better [65] #outnow,practical Top Word Pairs in Tweet in G3:
[127] declassification,board [127] interest,declassification [127] public,interest [99] public,meeting [91] usnatarchives,public [91] board,pidb [89] january,26 [70] against,lies [70] people,against [70] finland,increasing Top Word Pairs in Tweet in G4:
[130] glxp,xprize [130] oecd,glxp [130] #gov,#innovation [130] xprize,datagovph [130] #innovation,award [130] award,opengov [130] opengov,nasa [130] nasa,oecd [130] open,#gov [68] #innovation,#technology Top Word Pairs in Tweet in G5:
[130] wikispeed,okfn [130] opengov,openculture [130] #open,award [130] award,jimmy_wales [130] okfn,opengov [130] jimmy_wales,arubin [130] arubin,wikispeed [51] #opensource,#infosec [39] #opensource,#python [37] #opensource,#linux Top Word Pairs in Tweet in G6:
[221] house,rules [220] speakermccarthy,true [220] true,secret [220] secret,three [220] three,addendum [220] addendum,house [220] rules,punchbowlnews [220] hey,speakermccarthy [219] danielschuman,hey [219] punchbowlnews,report Top Word Pairs in Tweet in G7:
[15] opengov,hiring [11] #opendata,#opengov [10] #remotejob,#remotework [10] #remotework,#wfh [10] apply,#remotejob [9] sr,react [9] software,engineer [9] react,engineer [7] #digitaleverwaltung,#digvw [7] #opensource,#ozg Top Word Pairs in Tweet in G8:
[49] texas,library [49] library,association [46] sexharassed,texas [45] #foia,#opengov [42] #librarians,break [42] association,txla [40] #opengov,laws [37] txla,locked [37] break,#foia [36] laws,better Top Word Pairs in Tweet in G9:
[6] strategic,plan [5] budget,tracker [5] plan,budget [3] plan's,goal [3] goal,making [3] aligns,strategic [3] learn,budget [3] strategic,plan's [3] tracker,learn [3] budget,aligns Top Word Pairs in Tweet in G10:
[36] public,records [30] olympiajoe,wa [23] wa,state [20] state,lawmakers [20] case,relates [20] conceal,public [20] records,case [20] state,redistricting [20] efforts,conceal [20] making,efforts Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: