The graph represents a network of 578 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, 24 February 2022 at 16:18 UTC.
The requested start date was Thursday, 24 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 21-minute period from Thursday, 10 February 2022 at 01:04 UTC to Wednesday, 23 February 2022 at 22:26 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 : 578
Unique Edges : 438
Edges With Duplicates : 1102
Total Edges : 1540
Number of Edge Types : 5
Mentions : 261
Retweet : 432
MentionsInRetweet : 658
Tweet : 172
Replies to : 17
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.0550070521861777
Reciprocated Edge Ratio : 0.10427807486631
Connected Components : 99
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 194
Maximum Edges in a Connected Component : 672
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.270448
Graph Density : 0.00224283820980732
Modularity : 0.466539
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 578 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, 24 February 2022 at 16:18 UTC.
The requested start date was Thursday, 24 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 21-minute period from Thursday, 10 February 2022 at 01:04 UTC to Wednesday, 23 February 2022 at 22:26 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:
[42] face,abstention [42] abstention,record [42] record,notamment [42] notamment,parmi [42] parmi,plus [42] plus,jeunes [42] jeunes,notre [42] notre,démocratie [42] démocratie,obligation [42] obligation,moyens Top Word Pairs in Tweet in G1:
[28] #civictech,#opendata [24] premiere,#civictech [22] lt,gt [19] nyc,school [19] school,data [17] join,nycsodata [17] nycsodata,nyc [17] nyc,premiere [17] conference,sat [17] #opendata,#servicedesign Top Word Pairs in Tweet in G2:
[40] aujourd,hui [25] bootcamp,clôture [21] hui,pendant [21] pendant,bootcamp [20] comment,créer [20] créer,dialogue [20] dialogue,durable [20] durable,autorités [20] autorités,sujet [20] sujet,abordé Top Word Pairs in Tweet in G3:
[11] civic,tech [5] hey,#civictech [5] #civictech,friends [5] friends,working [5] working,social [5] social,safety [5] safety,net [5] net,curious [5] curious,getting [5] getting,possible Top Word Pairs in Tweet in G4:
[42] face,abstention [42] abstention,record [42] record,notamment [42] notamment,parmi [42] parmi,plus [42] plus,jeunes [42] jeunes,notre [42] notre,démocratie [42] démocratie,obligation [42] obligation,moyens Top Word Pairs in Tweet in G5:
[3] #govtech,#civictech [2] companies,black [2] founder,co [2] co,founder [2] pc版,2022年1月以降の年代別グラフを追加 [2] 2022年1月以降の年代別グラフを追加,スマホ版 [2] スマホ版,ura [2] ura,cima作成のマップ集です [2] cima作成のマップ集です,#uracima [2] #uracima,#civictech Top Word Pairs in Tweet in G6:
[9] peoplepowrd,#civictech [7] itself,doesn [7] doesn,deliver [7] deliver,robust [7] robust,participation [7] participation,tool [7] tool,supported [7] supported,thorough [7] thorough,planning [7] planning,well Top Word Pairs in Tweet in G7:
[11] mattapan,mapping [9] mapping,project [8] project,codeforboston [8] codeforboston,partnered [8] partnered,sasakifdn [8] sasakifdn,northeastern [8] northeastern,greatermnc [7] #civictech,#tech4good [7] codeforboston,mattapan [7] greatermnc,mattapanfo Top Word Pairs in Tweet in G8:
[15] demo,day [11] #civictech,projects [7] #civictech,projekte [5] teams,finished [5] finished,test [5] test,run [5] run,tomorrow's [5] tomorrow's,demo [5] day,ready [5] ready,show Top Word Pairs in Tweet in G9:
[3] democracy,team [3] team,effort [3] effort,here's [3] here's,guide [3] guide,building [3] building,digital [3] digital,public [3] public,infrastructure [3] infrastructure,congress [3] congress,starring Top Word Pairs in Tweet in G10:
[3] oppnaskolplatt,internetdagarna [3] internetdagarna,elinahlden [3] elinahlden,mycket [3] mycket,sevärt [3] sevärt,lyssna [3] lyssna,nielspaarup [3] nielspaarup,oliverrosengren [3] oliverrosengren,camillabrodin [2] lex_crawford,oppnaskolplatt [2] camillabrodin,stens Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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 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: