The graph represents a network of 515 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, 01 September 2022 at 15:13 UTC.
The requested start date was Thursday, 01 September 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, 14-hour, 43-minute period from Thursday, 18 August 2022 at 08:00 UTC to Wednesday, 31 August 2022 at 22:43 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 : 515
Unique Edges : 417
Edges With Duplicates : 1072
Total Edges : 1489
Number of Edge Types : 5
Tweet : 184
Retweet : 423
MentionsInRetweet : 639
Mentions : 227
Replies to : 16
Self-Loops : 187
Reciprocated Vertex Pair Ratio : 0.0644216691068814
Reciprocated Edge Ratio : 0.121045392022008
Connected Components : 75
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 253
Maximum Edges in a Connected Component : 933
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.27536
Graph Density : 0.00274640172263987
Modularity : 0.449308
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 515 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, 01 September 2022 at 15:13 UTC.
The requested start date was Thursday, 01 September 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, 14-hour, 43-minute period from Thursday, 18 August 2022 at 08:00 UTC to Wednesday, 31 August 2022 at 22:43 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:
[72] civic,tech [31] #citizenrecolte,#civictech [28] #civictech,community [28] codeforall,join [20] tech,innovation [20] innovation,forum [20] know,ryanzinke [20] ryanzinke,#guns [20] #guns,monicatranel [20] monicatranel,#energy Top Word Pairs in Tweet in G1:
[26] codeforall,join [24] civic,tech [21] #civictech,community [17] webinar,organized [14] join,webinar [14] organized,code4africa [14] code4africa,showcase [14] showcase,work [14] work,leading [14] leading,environmental Top Word Pairs in Tweet in G2:
[31] #citizenrecolte,#civictech [17] vendredi,#moocdeg [13] débat,numérique [11] #civictech,débat [10] podcast,#africtivistes [10] #africtivistes,ème [10] ème,vendredi [10] #moocdeg,été [10] été,animé [10] animé,par Top Word Pairs in Tweet in G3:
[22] civic,tech [19] innovation,forum [17] hosting,annual [17] annual,conference [17] conference,civic [17] tech,innovation [17] forum,ctif [17] ctif,october [14] october,year [14] year,forum Top Word Pairs in Tweet in G4:
[19] know,ryanzinke [19] ryanzinke,#guns [19] #guns,monicatranel [19] monicatranel,#energy [19] #energy,johnlambformt [18] openmontana,know [5] hacktember,remember [5] hey,western [5] western,#montana [5] #montana,think Top Word Pairs in Tweet in G5:
[16] formation,#civictech [14] lorsque,investissons [14] investissons,leurs [14] leurs,compétences [14] compétences,leur [14] leur,donnons [14] donnons,bons [14] bons,outils [14] outils,bonnes [14] bonnes,opportunités Top Word Pairs in Tweet in G6:
[7] challenge,cup [7] cup,22 [6] civictech,challenge [5] 学生によるシビックテック開発コンテスト,civictech [4] 22,３年目は国内外から150名の中高大学生が参加し夏休み期間に開発 [4] ３年目は国内外から150名の中高大学生が参加し夏休み期間に開発,9月17日最終審査会にて発表 [3] シビックテック,civictech [3] civictech,とは [3] とは,市民 [3] 市民,civic Top Word Pairs in Tweet in G7:
[16] one,year [16] year,ago [16] ago,today [16] today,launched [16] launched,first [16] first,federal [16] federal,government [16] government,program [16] program,early [16] early,career Top Word Pairs in Tweet in G8:
[6] painful,visual [6] visual,representation [6] representation,always [6] always,test [6] test,product [6] product,actual [6] actual,humans [6] humans,use [6] use,thing [6] thing,create Top Word Pairs in Tweet in G9:
[14] viene,1era [14] 1era,#hackathon [14] #hackathon,enfoque [14] enfoque,ciudadano [14] ciudadano,#cde [14] #cde,#paraguay [14] #paraguay,lanzamiento [14] lanzamiento,20 [14] 20,09 [14] 09,hackathon Top Word Pairs in Tweet in G10:
[5] #naacp,unit [5] unit,begin [5] begin,harness [4] huntsville,home [4] home,much [4] much,tech [4] tech,built [4] built,#artemis [4] #artemis,mission [4] mission,#naacp Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: