The graph represents a network of 3,465 Twitter users whose tweets in the requested range contained "govtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 January 2019 at 20:24 UTC.
The requested start date was Tuesday, 22 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 12-day, 23-hour, 57-minute period from Wednesday, 09 January 2019 at 00:57 UTC to Tuesday, 22 January 2019 at 00:54 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 3465
Unique Edges : 4391
Edges With Duplicates : 3158
Total Edges : 7549
Number of Edge Types : 3
Mentions : 5892
Tweet : 1514
Replies to : 143
Self-Loops : 1514
Reciprocated Vertex Pair Ratio : 0.034171808258187
Reciprocated Edge Ratio : 0.0660853602569986
Connected Components : 743
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 1887
Maximum Edges in a Connected Component : 5262
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.867423
Graph Density : 0.000363083157540432
Modularity : 0.554432
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[189] government,technology [149] hacking,cybersec [126] ransomware,hacking [121] federal,government [120] govtech,100 [111] digitaltransformation,ransomware [110] government,shutdown [109] gt,gt [103] evankirstel,digitaltransformation [102] interesting,cybersecurity Top Word Pairs in Tweet in G1:
[67] govtech,100 [42] industry,leaders [42] 100,company [40] download,public [40] public,cio [40] cio,report [40] report,featuring [40] featuring,industry [40] leaders,including [40] including,nick Top Word Pairs in Tweet in G2:
[129] government,technology [56] ï,ï [44] ãƒ,ム[28] ã,ム[25] ã,ã [24] chief,innovation [23] innovation,officer [20] ãƒ,ã [19] govtech,100 [17] hire,chief Top Word Pairs in Tweet in G3:
[149] hacking,cybersec [126] ransomware,hacking [111] digitaltransformation,ransomware [103] evankirstel,digitaltransformation [102] interesting,cybersecurity [102] cybersecurity,fact [102] fact,sheet [102] sheet,evankirstel [99] gt,gt [98] 4orgexcellence,interesting Top Word Pairs in Tweet in G4:
[67] ukgovtech,community [67] community,news [64] govtech,publictech [61] govtech,nextgov [54] govtech,security [32] ceciledelettre,ces2019 [29] govtech,govcomputing [28] govtech,govtechleaders [16] ces2019,cesg2019 [16] cesg2019,jeanmichelmis Top Word Pairs in Tweet in G5:
[27] emergencymgtmag,federal [25] federal,government [25] government,shutdown [25] shutdown,hurt [25] hurt,hurricane [25] hurricane,forecasts [25] forecasts,delay [25] delay,storm [25] storm,reports [17] urban,planning Top Word Pairs in Tweet in G6:
[12] boring,world [12] world,tech [12] tech,procurement [12] procurement,kick [12] kick,pants [12] pants,ca [12] ca,'s [12] 's,new [12] new,gov [12] gov,signing Top Word Pairs in Tweet in G7:
[27] equalandallied1,jennycohn1 [25] elections,govtech [20] jennycohn1,equalandallied1 [16] debttrut,equalandallied1 [15] re,ukr [15] ukr,elections [15] govtech,new [15] new,media [14] ga,panel [14] panel,chooses Top Word Pairs in Tweet in G8:
[16] govit,govtech [7] new,chief [7] officer,govtech [7] d,c [7] flying,taxis [6] cio,govtech [6] chief,information [6] government,agencies [5] minnesota,cio [5] cio,johanna Top Word Pairs in Tweet in G9:
[8] chicago,chi [8] chi,hack [8] hack,night [8] joint,peer [8] peer,reviewed [6] civic,technology [6] technology,pitch [6] pitch,competition [6] city,chicago [6] night,published Top Word Pairs in Tweet in G10:
[12] today's,collection [12] collection,smartcities [12] smartcities,headlines [12] headlines,thanks [11] upgrade,democracy [11] democracy,digital [11] digital,era [11] era,co [11] co,founder [11] founder,alinemuylaert Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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