The graph represents a network of 1,457 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, 19 September 2019 at 21:12 UTC.
The requested start date was Thursday, 19 September 2019 at 00:01 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 13-day, 23-hour, 7-minute period from Thursday, 05 September 2019 at 00:46 UTC to Wednesday, 18 September 2019 at 23:54 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 : 1457
Unique Edges : 2123
Edges With Duplicates : 630
Total Edges : 2753
Number of Edge Types : 3
Mentions : 2431
Tweet : 288
Replies to : 34
Self-Loops : 288
Reciprocated Vertex Pair Ratio : 0.0625300625300625
Reciprocated Edge Ratio : 0.117700316885469
Connected Components : 152
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 741
Maximum Edges in a Connected Component : 1548
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.479195
Graph Density : 0.00104129741226515
Modularity : 0.736715
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[84] civic,tech [40] civic,hive [40] hive,fellows [40] fellows,opportunity [38] #govtech,#civictech [36] #civictech,#opengovtech [36] #opengovtech,#opengovernment [36] #opengovernment,#digitaltransformation [34] open,data [33] social,impact Top Word Pairs in Tweet in G1:
[24] des,campagnes [24] campagnes,électorales [21] sur,franceculture [21] #civictech,est [20] au,quotidien [20] qu,est [18] les,réponses [18] est,utilisée [18] utilisée,au [18] quotidien,par Top Word Pairs in Tweet in G2:
[24] 9,21 [20] civic,tech [20] national,day [20] day,civic [20] civic,hacking [19] #govtech,#civictech [15] plus,more [15] more,#civictech [15] s,new [14] new,civic Top Word Pairs in Tweet in G3:
[25] ht,kirkdborne [17] theadamgabriel,ht [17] 5,steps [17] steps,enabling [17] enabling,#resilience [17] #resilience,mission [17] mission,readiness [17] readiness,through [17] through,positioning [17] positioning,navigation Top Word Pairs in Tweet in G4:
[26] #civictech,projects [14] team,opennorth [14] opennorth,collecting [14] collecting,examples [14] examples,#civictech [14] projects,canada [14] canada,submitting [13] code4ca,team [13] submitting,civictechg [6] thank,code4ca Top Word Pairs in Tweet in G5:
[24] open,data [14] ticket,batch [12] write,weekly [12] weekly,newsletter [12] newsletter,called [12] called,news [12] news,shares [12] shares,best [12] best,open [12] data,data Top Word Pairs in Tweet in G6:
[33] social,impact [33] impact,#blockchain [33] #blockchain,garrickhileman [33] garrickhileman,head [33] head,research [33] research,blockchain [33] blockchain,#empoderalive [33] #empoderalive,share [32] empodera_org,social [32] share,th Top Word Pairs in Tweet in G7:
[4] #smartcities,#civictech [3] civic,tech [3] asian,americans [3] americans,politics [3] politics,andrew [3] andrew,yang [3] yang,isaac [3] isaac,wang [3] wang,city [3] city,council Top Word Pairs in Tweet in G8:
[25] cypher007,c'est [25] c'est,l'un [25] l'un,des [25] des,grands [25] grands,#civictech [25] #civictech,shapers [25] shapers,d'afrique [25] d'afrique,cheikh [25] cheikh,sillonné [25] sillonné,monde Top Word Pairs in Tweet in G9:
[18] reforming,#tax [18] #tax,system [18] system,takes [18] takes,time [18] time,small [18] small,measures [18] measures,help [18] help,#technology [18] #technology,help [18] help,tax Top Word Pairs in Tweet in G10:
[11] digital,tech [11] tech,help [11] help,engage [11] engage,empower [11] empower,citizens [11] citizens,elections [11] elections,looming [11] looming,seems [11] seems,good [11] good,time Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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 G8:
Top Mentioned in G9:
Top Mentioned in G10:
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: