The graph represents a network of 3,608 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 Wednesday, 13 March 2019 at 00:56 UTC.
The requested start date was Wednesday, 13 March 2019 at 00:54 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 31-day, 9-hour, 17-minute period from Saturday, 09 February 2019 at 12:23 UTC to Tuesday, 12 March 2019 at 21:40 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 : 3608
Unique Edges : 5926
Edges With Duplicates : 2506
Total Edges : 8432
Self-Loops : 900
Reciprocated Vertex Pair Ratio : 0.0667235494880546
Reciprocated Edge Ratio : 0.12509998400256
Connected Components : 273
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 2805
Maximum Edges in a Connected Component : 7321
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.971003
Graph Density : 0.000480326809720198
Modularity : 0.637197
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[330] civic,tech [200] open,data [155] govtech,civictech [133] civictech,govtech [114] data,day [111] civictech,opendata [109] au,grand [107] des,startups [107] startups,françaises [107] françaises,dans Top Word Pairs in Tweet in G1:
[63] civictech,govtech [61] plus,more [59] more,civictech [47] open,data [34] civictech,opendata [31] civic,tech [30] check,out [27] data,day [27] february,28th [27] 28th,6pm Top Word Pairs in Tweet in G2:
[85] 18,mars [79] l'engagement,citoyen [71] journée,civictech [41] civictech,et [40] civic,tech [40] civictech,l'engagement [39] excellent,article [39] les,acteurs [39] et,l'engagement [38] 18,03 Top Word Pairs in Tweet in G3:
[98] open,data [86] nycsodata,conference [71] betanyc,nycanalytics [64] civic,tech [62] w,betanyc [58] data,day [49] civictech,opendata [47] conference,w [47] opendata,week [41] nyc,opendata Top Word Pairs in Tweet in G4:
[61] oecd,civictech [25] 46,people [25] people,oecd [25] oecd,countries [25] countries,report [25] report,having [25] having,used [25] used,e [25] e,government [25] government,services Top Word Pairs in Tweet in G5:
[44] thomas,day [44] day,thomaslday [44] maya,bird [44] bird,murphy [38] thomaslday,invent2026 [33] civictech,chicago [33] hosted,melanie_adcock [31] invent2026,maya [31] murphy,founder [28] tech,scene Top Word Pairs in Tweet in G6:
[18] election,presidentielle [18] au,grand [17] recensement,des [17] des,startups [17] startups,françaises [17] françaises,dans [17] secteurs,civictech [17] civictech,mobilité [17] edtech,foodtech [17] foodtech,et Top Word Pairs in Tweet in G7:
[20] st,hack [20] 3,16 [16] https,t [16] t,co [14] hack,trick [14] codefellows,3 [13] day,codefellows [12] civictech,seattle [11] trick,s [11] s,day Top Word Pairs in Tweet in G8:
[21] code4romania,civictech [15] hack,day [15] day,2 [13] don,t [12] hacking,hackday [10] dobiggood,socialimpact [10] civic,tech [9] data,portal [9] socialimpact,civictech [9] started,something Top Word Pairs in Tweet in G9:
[17] avec,senegalvote [16] senegalvote,sunu2019 [16] civil,society [16] society,observers [16] observers,headquarters [16] headquarters,very [16] very,amazing [16] amazing,big [16] big,shoutout [16] shoutout,senegalvote Top Word Pairs in Tweet in G10:
[11] smart,cities [10] civictech,reading [10] reading,list [8] best,places [8] places,world [8] world,innovate [8] innovate,according [8] according,valuerai [8] valuerai,brussels [8] brussels,list Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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