The graph represents a network of 863 Twitter users whose recent tweets contained "#CFASummit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 30 May 2019 at 18:17 UTC.
The tweets in the network were tweeted over the 9-day, 18-hour, 40-minute period from Monday, 20 May 2019 at 23:34 UTC to Thursday, 30 May 2019 at 18:14 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 : 864
Unique Edges : 2379
Edges With Duplicates : 2256
Total Edges : 4635
Number of Edge Types : 4
Mentions : 2768
Replies to : 134
Retweet : 1392
Tweet : 341
Self-Loops : 345
Reciprocated Vertex Pair Ratio : 0.107267780800622
Reciprocated Edge Ratio : 0.193752193752194
Connected Components : 28
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 831
Maximum Edges in a Connected Component : 4606
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.750043
Graph Density : 0.00382091970301704
Modularity : 0.337984
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[169] #govdesign,#cfasummit [121] alexstamos,#cfasummit [115] codeforamerica,#cfasummit [101] code,america [100] preach,preach [91] america,summit [73] civic,tech [72] learn,more [72] follow,along [68] good,services Top Word Pairs in Tweet in G1:
[74] alexstamos,#cfasummit [69] #govdesign,#cfasummit [36] codeforamerica,#cfasummit [25] preach,preach [23] vivian,graubard [23] terri,ricks [21] code,america [19] safety,net [18] civic,tech [18] america,summit Top Word Pairs in Tweet in G2:
[51] code,america [45] america,summit [40] codeforamerica,#cfasummit [38] follow,along [37] learn,more [34] #govdesign,#cfasummit [28] codeforamerica,summit [28] looking,forward [24] year's,#cfasummit [24] next,week Top Word Pairs in Tweet in G3:
[48] #govdesign,#cfasummit [31] good,services [27] #govdesign,day [20] international,design [20] design,government [19] public,services [17] intl,#govdesign [17] designing,better [16] government,day [16] here,s Top Word Pairs in Tweet in G4:
[24] codeforamerica,#cfasummit [16] civic,tech [12] learn,more [11] tune,thursday [11] follow,along [10] #cfasummit,interested [10] code,america [10] #govdesign,#cfasummit [10] calling,civic [10] civic,enthusiasts Top Word Pairs in Tweet in G5:
[18] looking,designers [18] designers,product [18] product,managers [18] managers,user [18] user,researchers [18] researchers,developers [18] developers,usds [18] usds,mattcutts [18] mattcutts,hardest [18] hardest,job Top Word Pairs in Tweet in G6:
[38] help,make [38] make,city [38] city,sf [38] sf,digital [38] digital,hiring [38] hiring,senior [38] senior,leaders [38] leaders,design [38] design,product [38] product,more Top Word Pairs in Tweet in G7:
[10] place,people [10] customer,satisfaction [9] need,measure [9] measure,products [9] products,making [9] making,world [9] world,better [9] better,place [9] people,s [9] s,product Top Word Pairs in Tweet in G8:
[7] #govtech,#civictech [6] hey,#cfasummit [6] #cfasummit,join [6] join,congressfellows [6] civic,mixer [6] super,fun [6] fun,civic [6] civic,innovators [6] innovators,layover [6] layover,oakland Top Word Pairs in Tweet in G9:
[12] #cfasummit,#cfabrigade [8] little,codeforamerica [8] codeforamerica,nc [8] nc,group [8] group,photo [8] photo,code4asheville [8] code4asheville,codeforcary [8] codeforcary,opencltbrigade [8] opencltbrigade,codeforch [8] codeforch,codefordurham Top Word Pairs in Tweet in G10:
[10] #cfasummit,#civictechservice [9] breakout,sessions [8] #cfasummit,check [8] check,out [8] hannah,kane [7] day,2 [7] 2,#cfasummit [7] stop,table [6] tts,excited [6] excited,codeforamerica 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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