The graph represents a network of 1,141 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, 27 February 2020 at 02:36 UTC.
The requested start date was Thursday, 27 February 2020 at 01:01 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, 12-hour, 23-minute period from Thursday, 13 February 2020 at 02:12 UTC to Wednesday, 26 February 2020 at 14:35 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 : 1141
Unique Edges : 1684
Edges With Duplicates : 564
Total Edges : 2248
Number of Edge Types : 4
MentionsInRetweet : 1451
Tweet : 258
Mentions : 509
Replies to : 30
Self-Loops : 258
Reciprocated Vertex Pair Ratio : 0.0605693519079346
Reciprocated Edge Ratio : 0.114220445459737
Connected Components : 129
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 625
Maximum Edges in a Connected Component : 1526
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.511897
Graph Density : 0.00134615680305057
Modularity : 0.675374
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 1,141 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, 27 February 2020 at 02:36 UTC.
The requested start date was Thursday, 27 February 2020 at 01:01 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, 12-hour, 23-minute period from Thursday, 13 February 2020 at 02:12 UTC to Wednesday, 26 February 2020 at 14:35 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:
[91] #civictech,#govtech [50] #cybersecurity,#stateandlocal [50] #stateandlocal,#security [50] #civictech,#opendata [49] event,year [49] nyc,school [49] school,data [46] #security,#civictech [44] year,nyc [42] #govtech,#cybersecurity Top Word Pairs in Tweet in G1:
[27] #tech,#citizenparticipation [27] #citizenparticipation,transform [27] transform,#democracy [27] #democracy,co [27] co,ludrq3znmz [27] ludrq3znmz,latest [27] latest,white [27] white,paper [26] many,great [26] citizenlabco,#tech Top Word Pairs in Tweet in G2:
[48] nyc,school [48] school,data [45] #civictech,#opendata [44] event,year [44] year,nyc [40] nyc's,interactive [40] interactive,#civictech [34] invited,nyc's [26] data,close [23] open,data Top Word Pairs in Tweet in G3:
[32] considered,tour [32] tour,public [32] public,service [32] service,join [32] join,10 [32] 10,conversation [32] conversation,cat_zakrzewski [32] cat_zakrzewski,washingtonpost [20] usds,considered [20] washingtonpost,ma Top Word Pairs in Tweet in G4:
[13] usds,partnering [13] partnering,codeforamerica [13] codeforamerica,host [13] host,work [13] work,things [13] things,matter [13] matter,join [13] join,looking [13] looking,ways [13] ways,make Top Word Pairs in Tweet in G5:
[23] working,#monitutor [23] #monitutor,online [23] online,guide [23] guide,citizens [23] citizens,evaluating [23] evaluating,effectiveness [23] effectiveness,public [23] public,funding [23] funding,project [23] project,specific Top Word Pairs in Tweet in G6:
[33] free,lance [22] becas,remuneradas [22] remuneradas,desarrolladoras [22] desarrolladoras,código [22] código,decidim_org [22] decidim_org,eres [22] eres,free [22] lance,tienes [22] tienes,10 [22] 10,semanales Top Word Pairs in Tweet in G7:
[22] come,join [22] join,conference [22] conference,people [22] people,interested [22] interested,technologies [22] technologies,enable [22] enable,better [15] #civictech,#civictechafrica [13] better,services [13] services,relationships Top Word Pairs in Tweet in G8:
[3] #civichackersunite,#mybmore [3] #mybmore,#civictech [2] エンジニアよ,今こそ社会課題に立ち向かおう [2] 今こそ社会課題に立ち向かおう,code [2] code,japan [2] japan,#civictech [2] #civictech,#codeforjapan [2] data,governance [2] excited,connect [2] #putonthecape,#hackbaltimore Top Word Pairs in Tweet in G9:
[21] fantastic,#data [21] #data,leadership [21] leadership,opportunity [21] opportunity,#california [21] #california,bring [21] bring,fantastic [21] fantastic,partner [21] partner,help [21] help,build [21] build,data Top Word Pairs in Tweet in G10:
[10] save,date [10] date,19 [10] 19,mars [10] mars,atelier [10] atelier,open [10] open,mic [10] mic,apéro [10] apéro,code [10] code,france [10] france,#civictech Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: