The graph represents a network of 813 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 February 2022 at 16:18 UTC.
The requested start date was Thursday, 03 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 4-minute period from Thursday, 20 January 2022 at 02:35 UTC to Wednesday, 02 February 2022 at 21:39 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 : 813
Unique Edges : 768
Edges With Duplicates : 1567
Total Edges : 2335
Number of Edge Types : 5
MentionsInRetweet : 1060
Retweet : 633
Mentions : 417
Replies to : 33
Tweet : 192
Self-Loops : 197
Reciprocated Vertex Pair Ratio : 0.0415003990422985
Reciprocated Edge Ratio : 0.0796934865900383
Connected Components : 83
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 464
Maximum Edges in a Connected Component : 1566
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.538568
Graph Density : 0.00197680548234054
Modularity : 0.494489
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 813 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 February 2022 at 16:18 UTC.
The requested start date was Thursday, 03 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 4-minute period from Thursday, 20 January 2022 at 02:35 UTC to Wednesday, 02 February 2022 at 21:39 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : civictech
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:
[72] potus,signed [72] signed,executive [72] executive,order [72] order,#cx [72] #cx,need [72] folks,make [72] make,happen [72] happen,ombpress [71] amiraboland,potus [69] need,more Top Word Pairs in Tweet in G1:
[58] digital,participation [48] participation,platforms [32] guide,digital [15] civic,tech [15] ratings,digital [14] #digitalparticipation,#civictech [13] #civictech,#publicinteresttech [13] launch,event [13] event,guide [13] guide,ratings Top Word Pairs in Tweet in G2:
[69] potus,signed [69] signed,executive [69] executive,order [69] order,#cx [69] #cx,need [69] folks,make [69] make,happen [69] happen,ombpress [68] amiraboland,potus [66] need,more Top Word Pairs in Tweet in G3:
[44] #civictech,projects [26] #civictech,#policing [24] demo,day [22] prototypefundch,24 [22] 24,feb [22] feb,teams [22] teams,present [22] present,#civictech [22] projects,working [22] working,months Top Word Pairs in Tweet in G4:
[47] design,government [43] important,reminder [43] reminder,18f [43] 18f,alum [43] alum,cydharrell [43] cydharrell,simple [43] simple,intuitive [43] intuitive,design [43] government,more [43] more,good Top Word Pairs in Tweet in G5:
[23] l'association,civicpower [23] civicpower,fière [23] fière,d'annoncer [23] d'annoncer,soutien [23] soutien,nouveau [23] nouveau,parrain [23] parrain,jeune [23] jeune,espoir [23] espoir,rugby [23] rugby,français Top Word Pairs in Tweet in G6:
[7] digital,service [5] scrappy,engineer [5] engineer,looking [5] looking,next [5] next,big [5] big,challenge [5] challenge,join [5] join,cmsgov's [5] cmsgov's,digital [5] service,help Top Word Pairs in Tweet in G7:
[3] great,stuff [3] stuff,dark [3] dark,patterns [3] patterns,#civictech [3] #civictech,#techpolicy [3] #techpolicy,#bigtech [3] #civictech,#govtech [3] excellent,gdsteam [3] gdsteam,digital [3] digital,accessibility Top Word Pairs in Tweet in G8:
[32] civic,tech [32] tech,fund [32] fund,africa [31] democratic,governance [27] apply,calls [27] calls,democratic [27] governance,africa [22] calls,expressions [22] expressions,interest [22] interest,civic Top Word Pairs in Tweet in G9:
[10] #misaon,#jobs [9] #civictech,#jego [9] #jego,#ev [9] learn,more [9] commerce,go [9] #govtech,#civictech [8] #ev,#driverless [8] #jégo,#smartcity [7] future,automation [7] invest,limited Top Word Pairs in Tweet in G10:
[4] democratic,governance [4] #civictech,project [3] civic,tech [3] #govtech,#cybersecurity [3] #cybersecurity,#stateandlocal [3] #stateandlocal,#security [3] #security,#civictech [3] #civictech,#ai [3] #ai,#fintech [3] #fintech,#justintrudeau 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 G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
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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: