The graph represents a network of 3,636 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 Friday, 31 May 2019 at 00:10 UTC.
The requested start date was Friday, 31 May 2019 at 00:06 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 35-day, 6-hour, 7-minute period from Thursday, 25 April 2019 at 15:46 UTC to Thursday, 30 May 2019 at 21:53 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 : 3636
Unique Edges : 5889
Edges With Duplicates : 2555
Total Edges : 8444
Self-Loops : 837
Reciprocated Vertex Pair Ratio : 0.068439776384889
Reciprocated Edge Ratio : 0.128111622007293
Connected Components : 253
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 2808
Maximum Edges in a Connected Component : 7305
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.888916
Graph Density : 0.000477193524029157
Modularity : 0.634927
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[239] civic,tech [190] #govtech,#civictech [163] #civictech,#govtech [152] à,à [131] new,civic [111] apparently,microsoft [111] microsoft,boss [111] boss,move [111] move,instituted [111] instituted,new Top Word Pairs in Tweet in G1:
[47] #civictech,#govtech [39] #govtech,#civictech [35] civic,tech [31] #cfasummit,#civictech [30] check,out [23] executive,director [22] want,learn [21] international,design [21] doesn,t [20] public,service Top Word Pairs in Tweet in G2:
[51] full,time [41] public,interest [34] #civictech,salon [33] civic,tech [32] looking,hire [32] hire,full [32] time,public [32] interest,technologist [32] technologist,civic [32] civic,hacker Top Word Pairs in Tweet in G3:
[92] #govtech,#civictech [43] #civictech,#govtech [42] ht,kirkdborne [27] plus,more [27] more,#civictech [26] govtechnews,#govtech [25] top,10 [25] 10,city [25] city,technology [25] technology,priorities Top Word Pairs in Tweet in G4:
[30] help,city [30] city,governments [30] governments,tackle [30] tackle,big [30] big,challenges [28] #dsi,#techforgood [24] very,happy [24] happy,announce [23] technologies,help [23] 25,june Top Word Pairs in Tweet in G5:
[19] civic,tech [15] démocratie,numérique [14] nouvel,article [14] article,#civictech [14] #civictech,#granddébatnational [14] #granddébatnational,consécration [14] consécration,démocratie [14] avec,une [14] une,centaine [14] centaine,d Top Word Pairs in Tweet in G6:
[99] apparently,microsoft [99] microsoft,boss [99] boss,move [99] move,instituted [99] instituted,new [99] new,civic [99] civic,leave [99] leave,policy [99] policy,allowing [99] allowing,employees Top Word Pairs in Tweet in G7:
[63] #frenchiot,groupelaposte [47] concours,#frenchiot [37] au,concours [30] les,#startups [24] ã,cosystã [20] vpagnon,#startup [20] #startup,plus [20] plus,4 [20] 4,jours [20] jours,pour Top Word Pairs in Tweet in G8:
[63] sont,exprimés [63] cette,semaine [63] citoyens,sont [59] villes,les [59] les,mieux [57] sur,les [56] exprimés,sur [55] semaine,penchons [55] penchons,nous [55] nous,sur Top Word Pairs in Tweet in G9:
[71] today,launched [71] launched,new [71] new,digital [71] digital,social [71] social,innovation [71] innovation,dsi [71] dsi,fund [71] fund,barcelona [71] barcelona,support [71] support,projects Top Word Pairs in Tweet in G10:
[29] #govtech,lounge [24] cgi_fr,#vivatech [24] aux,côtés [24] côtés,d' [22] direct,#vivatech [22] enthusiast,announce [22] announce,speaking [22] speaking,voicesummitai [22] voicesummitai,#voice [22] #voice,accelerate Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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