The graph represents a network of 867 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, 09 June 2022 at 15:13 UTC.
The requested start date was Thursday, 09 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, 15-hour, 58-minute period from Thursday, 26 May 2022 at 04:50 UTC to Wednesday, 08 June 2022 at 20:48 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 : 867
Unique Edges : 498
Edges With Duplicates : 1677
Total Edges : 2175
Number of Edge Types : 5
Retweet : 734
MentionsInRetweet : 962
Replies to : 17
Mentions : 316
Tweet : 146
Self-Loops : 147
Reciprocated Vertex Pair Ratio : 0.0489833641404806
Reciprocated Edge Ratio : 0.0933920704845815
Connected Components : 74
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 599
Maximum Edges in a Connected Component : 1650
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.956302
Graph Density : 0.00151167653585004
Modularity : 0.463892
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 867 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, 09 June 2022 at 15:13 UTC.
The requested start date was Thursday, 09 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, 15-hour, 58-minute period from Thursday, 26 May 2022 at 04:50 UTC to Wednesday, 08 June 2022 at 20:48 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:
[528] œà,ˆà [526] šà,ªà [264] ªà,ƒà [264] ƒà,šà [264] žà,ˆà [264] ˆà,šà [264] šà,ˆà [264] ˆà,ƒà [263] ªà,šà [263] ƒà,ƒà Top Word Pairs in Tweet in G1:
[528] œà,ˆà [526] šà,ªà [264] ªà,ƒà [264] ƒà,šà [264] žà,ˆà [264] ˆà,šà [264] šà,ˆà [264] ˆà,ƒà [263] ªà,šà [263] ƒà,ƒà Top Word Pairs in Tweet in G2:
[18] old,job [18] job,job [18] job,code4africa [18] code4africa,few [18] few,opportunities [18] opportunities,available [18] available,latest [18] latest,addition [17] code4africa,offering [17] offering,series Top Word Pairs in Tweet in G3:
[12] opportunities,technologists [11] great,attend [11] attend,codeforamerica [11] codeforamerica,summit [11] summit,last [11] last,month [11] month,share [11] share,opportunities [11] technologists,career [11] career,levels Top Word Pairs in Tweet in G4:
[32] mutabit,#candidatosendatos [26] #candidatosendatos,much [26] talk,twitter [22] much,colombian [22] colombian,presidential [22] presidential,candidates [22] candidates,talk [18] #candidatosendatos,cuã [18] cuã,nto [18] nto,cuã Top Word Pairs in Tweet in G5:
[2] ãƒ,ム[2] #govtech,#civictech [2] technologist,career Top Word Pairs in Tweet in G6:
[23] hello,recherche [23] recherche,#cto [23] #cto,engagé [23] engagé,prendre [23] prendre,main [23] main,roadmap [23] roadmap,l'équipe [23] l'équipe,d'une [23] d'une,plateforme [23] plateforme,#saas Top Word Pairs in Tweet in G7:
[13] prix,gouvernement [10] gouvernement,ouvert [10] ouvert,local [8] local,bénin [6] #icobenin,#opengov [6] #opengov,#communes229 [6] #communes229,#civictech [5] cc_hub,civictechafrica [5] civictechafrica,#civictech [5] #civictech,#benin Top Word Pairs in Tweet in G8:
[12] self,sovereign [11] iexec,cto [11] cto,oleg [11] oleg,during [11] during,panel [11] panel,blockchain [11] blockchain,oraclesummit [11] oraclesummit,berlin [11] berlin,developing [11] developing,secure Top Word Pairs in Tweet in G9:
[3] interested,#civictech [3] #civictech,sure [3] sure,start [3] start,volunteering [3] volunteering,usdr [3] usdr,perfect [3] perfect,way [3] way,explore [3] explore,world [3] tomorrow,7pm Top Word Pairs in Tweet in G10:
[5] present,creation [5] creation,look [5] look,dream [5] dream,gigs [5] gigs,wearenew_public [5] wearenew_public,building [5] building,future [5] future,digital [4] loreleikelly,present [4] digital,publi Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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: