The graph represents a network of 941 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, 02 June 2022 at 15:13 UTC.
The requested start date was Thursday, 02 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, 18-hour, 48-minute period from Thursday, 19 May 2022 at 02:16 UTC to Wednesday, 01 June 2022 at 21:05 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 : 941
Unique Edges : 600
Edges With Duplicates : 1762
Total Edges : 2362
Number of Edge Types : 5
Retweet : 765
MentionsInRetweet : 1071
Replies to : 14
Tweet : 157
Mentions : 355
Self-Loops : 159
Reciprocated Vertex Pair Ratio : 0.0454928390901432
Reciprocated Edge Ratio : 0.0870265914585012
Connected Components : 89
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 330
Maximum Edges in a Connected Component : 1121
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.502331
Graph Density : 0.00140298912429059
Modularity : 0.485494
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 941 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, 02 June 2022 at 15:13 UTC.
The requested start date was Thursday, 02 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, 18-hour, 48-minute period from Thursday, 19 May 2022 at 02:16 UTC to Wednesday, 01 June 2022 at 21:05 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:
[526] ง,าย [263] สน,บสน [263] บสน,นให [263] นให,ใช [263] ใช,เลขสากลคร [263] เลขสากลคร,บ [263] บ,เพราะต [263] เพราะต,อยอดก [263] อยอดก,บเคร [263] บเคร,องคอมในการว Top Word Pairs in Tweet in G1:
[526] ง,าย [263] สน,บสน [263] บสน,นให [263] นให,ใช [263] ใช,เลขสากลคร [263] เลขสากลคร,บ [263] บ,เพราะต [263] เพราะต,อยอดก [263] อยอดก,บเคร [263] บเคร,องคอมในการว Top Word Pairs in Tweet in G2:
[20] code4africa,offering [20] offering,series [14] using,#civictech [14] civic,tech [13] #civictech,tools [12] governments,accountable [12] learn,charter_africa [12] charter_africa,helping [12] helping,watchdog [12] watchdog,csos Top Word Pairs in Tweet in G3:
[8] #civictech,actives [8] actives,france [7] #référentiel,#civictech [6] l'observatoire,vient [6] vient,publier [6] publier,première [6] première,version [6] version,#référentiel [6] france,annuaire [5] obs_ct,l'observatoire Top Word Pairs in Tweet in G4:
[10] civic,technologists [8] fellow,experience [8] ideas,lessons [8] lessons,inspiration [8] inspiration,#civicdesign [8] #civicdesign,know [8] know,someone [8] someone,heads [8] heads,call [7] louisrosenfeld,ideas Top Word Pairs in Tweet in G5:
[64] mutabit,#candidatosendatos [49] #candidatosendatos,much [49] talk,twitter [40] #candidatosendatos,cuánto [40] cuánto,cuándo [40] cuándo,quién [40] quién,hablan [35] colombian,presidential [34] hablan,candidatos [34] candidatos,presidenciales Top Word Pairs in Tweet in G6:
[34] prix,gouvernement [34] gouvernement,ouvert [34] ouvert,local [33] local,bénin [30] #icobenin,#opengov [28] #opengov,#communes229 [28] #communes229,#civictech [24] #civictech,prix [24] bénin,communes [24] communes,compétition Top Word Pairs in Tweet in G7:
[30] hello,recherche [30] recherche,#cto [30] #cto,engagé [30] engagé,prendre [30] prendre,main [30] main,roadmap [30] roadmap,l'équipe [30] l'équipe,d'une [30] d'une,plateforme [30] plateforme,#saas Top Word Pairs in Tweet in G8:
[6] delighted,host [6] host,instituteforedu [6] instituteforedu,group [6] group,bright [6] bright,talented [6] talented,individuals [6] individuals,#civictech [6] #civictech,community [5] luinwashington,delighted [5] community,engagi Top Word Pairs in Tweet in G9:
[2] #govtech,#civictech [2] lt,#civictech Top Word Pairs in Tweet in G10:
[13] ekiti,state [12] finally,ekiti [12] state,civictech [12] civictech,election [12] election,observation [12] observation,workshop [12] workshop,join [12] join,9am [12] 9am,tomorrow [12] tomorrow,30th Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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 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: