The graph represents a network of 3,690 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, 19 February 2019 at 20:24 UTC.
The requested start date was Tuesday, 19 February 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 11-day, 3-hour, 33-minute period from Thursday, 07 February 2019 at 21:13 UTC to Tuesday, 19 February 2019 at 00:46 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 : 3690
Unique Edges : 4311
Edges With Duplicates : 2456
Total Edges : 6767
Number of Edge Types : 3
Mentions : 4547
Tweet : 2111
Replies to : 109
Self-Loops : 2111
Reciprocated Vertex Pair Ratio : 0.0350678733031674
Reciprocated Edge Ratio : 0.06775956284153
Connected Components : 1218
Single-Vertex Connected Components : 976
Maximum Vertices in a Connected Component : 1585
Maximum Edges in a Connected Component : 3904
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.673234
Graph Density : 0.000268872301084084
Modularity : 0.572895
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[542] sean,parker [530] pinterest,acqhires [529] govtech,brigade [529] brigade,breaks [529] breaks,up [529] up,pinterest [528] acqhires,engineers [513] s,govtech [509] parker,s [109] government,technology Top Word Pairs in Tweet in G1:
[485] sean,parker [468] pinterest,acqhires [467] govtech,brigade [467] brigade,breaks [467] breaks,up [467] up,pinterest [466] acqhires,engineers [456] s,govtech [454] parker,s [65] government,technology Top Word Pairs in Tweet in G2:
[40] more,civictech [38] plus,more [36] smart,city [31] civictech,govtech [25] futurestructure,govtech [22] security,govtech [20] smartcityphl,roadmap [19] 2019,time [18] mobility,hubs [18] knight,believes Top Word Pairs in Tweet in G3:
[71] ukgovtech,community [71] community,news [68] digitaltransformation,innovation [56] hacking,cybersec [48] govtech,security [48] govtech,govcomputing [44] digitaltransformation,cybersecurity [43] govtech,nextgov [42] innovation,bigdata [41] martech,artificialintelligence Top Word Pairs in Tweet in G4:
[17] accelerator,programme [16] curious,govtech [16] govtech,govstart [16] govstart,accelerator [16] programme,read [16] read,marklazar1 [16] marklazar1,s [16] s,overview [16] overview,here [16] here,come Top Word Pairs in Tweet in G5:
[87] gt,gt [24] gt,govtech [22] gt,https [22] https,t [22] t,co [19] here,gt [16] register,here [16] 2pm,et [16] govit,govtech [15] govtech,govit Top Word Pairs in Tweet in G6:
[88] govtechsummit,govtech [28] 神戸市バスロケ統合,失敗事例はこちらですよー [28] 失敗事例はこちらですよー,govtechsummit [27] kohei_ota,神戸市バスロケ統合 [19] govtech,civictech [14] 知る人ぞ知る豪華メンバー,このメンバーを集めて [14] このメンバーを集めて,肝心の神戸市バスがデータを標準化できなかったのはもったいない [14] 肝心の神戸市バスがデータを標準化できなかったのはもったいない,govtechsummit [13] govtech,summit [13] hal_sk,知る人ぞ知る豪華メンバー Top Word Pairs in Tweet in G7:
[31] such,cool [31] cool,interview [31] interview,even [31] even,cooler [31] cooler,person [31] person,piawaugh [31] piawaugh,'one [31] 'one,best [31] best,things [31] things,learned Top Word Pairs in Tweet in G8:
[13] iaem,nema [10] nema,dhs [9] fema,iaem [8] fema,brocklong [7] brock,long [6] hurricane,michael [6] brocklong,eric_holdeman [5] poor,seniors [5] seniors,likeliest [5] likeliest,camp Top Word Pairs in Tweet in G9:
[31] govtech,brigade [31] brigade,breaks [31] breaks,up [31] up,pinterest [31] pinterest,acqhires [31] acqhires,engineers [30] sean,parker's [30] parker's,govtech [25] sean,parker [25] parker,s Top Word Pairs in Tweet in G10:
[17] distributed,collaboration [15] 5,ways [15] ways,use [15] use,distributed [15] collaboration,share [15] share,data [15] data,arcgisadmin [15] arcgisadmin,sharing [15] sharing,cto [15] cto,cio Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: