The graph represents a network of 265 Twitter users whose tweets in the requested range contained "ICTD OR ICT4D", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 April 2022 at 03:01 UTC.
The requested start date was Monday, 04 April 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, 3-hour, 28-minute period from Monday, 21 March 2022 at 05:32 UTC to Sunday, 03 April 2022 at 09:00 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 : 265
Unique Edges : 255
Edges With Duplicates : 386
Total Edges : 641
Number of Edge Types : 5
Mentions : 165
Retweet : 138
MentionsInRetweet : 252
Tweet : 77
Replies to : 9
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.0978593272171254
Reciprocated Edge Ratio : 0.178272980501393
Connected Components : 56
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 139
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.798515
Graph Density : 0.00513150371640938
Modularity : 0.520111
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 265 Twitter users whose tweets in the requested range contained "ICTD OR ICT4D", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 April 2022 at 03:01 UTC.
The requested start date was Monday, 04 April 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, 3-hour, 28-minute period from Monday, 21 March 2022 at 05:32 UTC to Sunday, 03 April 2022 at 09:00 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 : ICTD OR ICT4D
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:
[15] ictd,digital [15] ictdtax,blog [12] ict4d,lab [11] armed,groups [11] groups,tax [9] fixed,term [9] digital,core [9] core,valencia [9] #globaldev,links [9] tax,ictdtax Top Word Pairs in Tweet in G1:
[15] ictdtax,blog [11] armed,groups [11] groups,tax [9] tax,ictdtax [9] blog,irwintanya [9] irwintanya,vvandenboogaard [9] vvandenboogaard,a_a_jackson [9] a_a_jackson,florian_weigand [9] florian_weigand,argue [8] maxgallien,armed Top Word Pairs in Tweet in G2:
[9] #globaldev,links [7] links,439 [7] 439,feat [5] many,more [5] aidnography,#globaldev [4] feat,annacat_brigida [4] annacat_brigida,marjokeo [4] marjokeo,nonprofitaf [4] nonprofitaf,glblctzn [4] glblctzn,humanicontraria Top Word Pairs in Tweet in G3:
[12] ict4d,lab [6] デジタル技術と国際開発,リチャード [6] リチャード,ヒークス [6] ヒークス,著 [6] 著,竹内知成 [6] 竹内知成,監訳 [6] 監訳,ict4d [6] lab,訳 [5] thursday,spipau [5] spipau,give Top Word Pairs in Tweet in G4:
[5] ictd,digital [4] project,associate [4] associate,g6 [4] digital,centre [4] centre,excellence [3] g6,ictd [2] excellence,unicef [2] #ict4d,#digitaldevelopment [2] join,#internationaldevelopment [2] #internationaldevelopment,community Top Word Pairs in Tweet in G5:
[8] breaking,news [8] news,neta [8] neta,future [8] future,humanitarian [8] humanitarian,assistance [6] digital,health [5] #ict4d,ict_works [5] #ict4d,wayan_vota [5] wayfaringsarahj,breaking [5] assistance,#humanitarianaid Top Word Pairs in Tweet in G6:
[4] contaminated,water [4] water,major [4] major,underlying [4] underlying,cause [4] cause,water [4] water,borne [4] borne,illnesses [4] illnesses,such [4] such,#malaria [4] #malaria,#worldwaterday Top Word Pairs in Tweet in G7:
[8] oaindia,nominated [8] nominated,wsisprocess [8] wsisprocess,prizes [8] prizes,2022 [8] 2022,c3 [8] c3,#access [8] #access,#information [8] #information,#knowledge [8] #knowledge,please [8] please,cast Top Word Pairs in Tweet in G8:
[7] symposium,digital [7] social,change [5] rc_disc,symposium [5] digital,inequality [5] inequality,social [5] change,unicanberra [3] ahmed,imran [3] imran,getting [3] getting,rc_disc [3] unicanberra,underway Top Word Pairs in Tweet in G9:
[7] atención,presencial [5] jesús,berdún [5] berdún,jss_ictd [5] jss_ictd,presentado [5] presentado,aterrizaje [5] aterrizaje,modelo [5] modelo,teórico [5] teórico,atención [5] presencial,hospitalaria [4] ticsalut,jesús Top Replied-To in Entire Graph:
Top Replied-To in G7:
Top Replied-To in G9:
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 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: