The graph represents a network of 646 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, 23 June 2022 at 15:13 UTC.
The requested start date was Thursday, 23 June 2022 at 00:01 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, 19-hour, 10-minute period from Thursday, 09 June 2022 at 01:31 UTC to Wednesday, 22 June 2022 at 20:41 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 : 646
Unique Edges : 575
Edges With Duplicates : 1135
Total Edges : 1710
Number of Edge Types : 5
Retweet : 427
MentionsInRetweet : 711
Mentions : 370
Tweet : 175
Replies to : 27
Self-Loops : 181
Reciprocated Vertex Pair Ratio : 0.054421768707483
Reciprocated Edge Ratio : 0.103225806451613
Connected Components : 98
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 245
Maximum Edges in a Connected Component : 760
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.667992
Graph Density : 0.00223198214414285
Modularity : 0.505038
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 646 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, 23 June 2022 at 15:13 UTC.
The requested start date was Thursday, 23 June 2022 at 00:01 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, 19-hour, 10-minute period from Thursday, 09 June 2022 at 01:31 UTC to Wednesday, 22 June 2022 at 20:41 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:
[82] civic,tech [54] nigeria's,electoral [51] electoral,democracy [50] hack,good [50] good,win [50] win,5000 [50] 5000,between [50] between,18 [50] 18,35 [50] 35,years Top Word Pairs in Tweet in G1:
[12] civic,tech [8] hello,folks [7] #govtech,#civictech [7] #civictech,#govtech [6] once,again [5] codeforhawaii,helping [5] helping,build [5] build,hawaii [5] hawaii,zoning [5] zoning,atlas Top Word Pairs in Tweet in G2:
[28] civic,tech [25] relationship,between [25] between,#civictech [23] #civictech,#sdg16 [19] explore,relationship [18] #peace,#justice [16] tech,#sdg16 [16] joining,codeforall [16] codeforall,explore [16] #sdg16,#peace Top Word Pairs in Tweet in G3:
[54] nigeria's,electoral [51] electoral,democracy [50] hack,good [50] good,win [50] win,5000 [50] 5000,between [50] between,18 [50] 18,35 [50] 35,years [50] years,passionate Top Word Pairs in Tweet in G4:
[18] always,great [18] great,see [18] see,more [18] more,people [18] people,saying [18] saying,yes [18] yes,public [18] public,service [18] service,dedicating [18] dedicating,time Top Word Pairs in Tweet in G5:
[3] congrats,francissuarez [3] francissuarez,erickgavin7 [3] erickgavin7,kevin_a_ruiz [3] kevin_a_ruiz,antoniodelgad9 [3] antoniodelgad9,mdcollege [3] mdcollege,rest [3] rest,venturemiami [3] venturemiami,team [2] sarasti,congrats [2] team,fo Top Word Pairs in Tweet in G6:
[23] civic,tech [12] day,republica [11] meet,_africanunion [11] _africanunion,civic [11] tech,fellow [11] fellow,courteney [11] courteney,excited [11] excited,represent [11] represent,justice_code [11] justice_code,republica Top Word Pairs in Tweet in G7:
[17] oraclesummit,affinidi [17] affinidi,kycdao [17] kycdao,civictech_libs [17] civictech_libs,hypepartners [16] iex_ec,oraclesummit [13] iexec,cto [13] cto,oleg [13] blockchain,oraclesummit [9] self,sovereign [8] oleg,during Top Word Pairs in Tweet in G8:
[5] yvote,naija [5] naija,civictech [5] civictech,hackathon [5] hackathon,2022 [5] young,social [5] social,innovators [5] innovators,nigeria [4] 2022,young [4] nigeria,000 [2] #civictech,#govtech Top Word Pairs in Tweet in G9:
[8] miss,code4africa [8] code4africa,strategist [8] strategist,markrenja [8] markrenja,explain [8] explain,#civictech [8] #civictech,make [8] make,democracy [8] democracy,more [8] more,accessible [7] justinarenstein,miss Top Word Pairs in Tweet in G10:
[5] audreyt,rockefellerfdn [5] rockefellerfdn,taiwaninitalia [5] taiwaninitalia,lucalfier [5] lucalfier,taiwaneu [5] taiwaneu,#presidentialhackathon [5] #presidentialhackathon,best [5] best,form [5] form,active [4] changemakerslab,audreyt [4] active,citize Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: