The graph represents a network of 787 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 Wednesday, 20 November 2019 at 20:32 UTC.
The requested start date was Tuesday, 19 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 21-hour, 57-minute period from Tuesday, 05 November 2019 at 03:00 UTC to Tuesday, 19 November 2019 at 00:57 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 : 787
Unique Edges : 1055
Edges With Duplicates : 483
Total Edges : 1538
Number of Edge Types : 3
Mentions : 1281
Tweet : 223
Replies to : 34
Self-Loops : 223
Reciprocated Vertex Pair Ratio : 0.063953488372093
Reciprocated Edge Ratio : 0.120218579234973
Connected Components : 96
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 441
Maximum Edges in a Connected Component : 1038
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.31233
Graph Density : 0.00177502740137928
Modularity : 0.646652
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 787 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 Wednesday, 20 November 2019 at 20:32 UTC.
The requested start date was Tuesday, 19 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 21-hour, 57-minute period from Tuesday, 05 November 2019 at 03:00 UTC to Tuesday, 19 November 2019 at 00:57 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[39] now,open [36] ã,ã [33] check,out [32] apply,now [32] 12th,ict4dconference [32] new,framework [31] call,speakers [24] ict4d,non [24] non,conference [22] people,pay Top Word Pairs in Tweet in G1:
[25] apply,now [20] check,out [13] implementer,planning [13] planning,use [13] use,#technology [13] #technology,social [13] social,change [13] change,project [13] project,check [13] out,digiprinciples' Top Word Pairs in Tweet in G2:
[32] 12th,ict4dconference [30] call,speakers [21] make,impact [21] april,21 [21] 21,23 [21] 23,abuja [20] speakers,now [20] now,open [20] open,inspire [20] inspire,make Top Word Pairs in Tweet in G3:
[32] new,framework [22] people,pay [22] pay,pay [22] pay,taxes [22] taxes,new [22] framework,worldbank [22] worldbank,ictdtax [22] ictdtax,used [22] used,recently [22] recently,kaduna Top Word Pairs in Tweet in G4:
[12] ima,world [12] world,health [11] health,family [10] lutheran,world [9] we've,exciting [9] exciting,news [9] news,new [9] new,member [9] family,charlie [7] member,lutheran Top Word Pairs in Tweet in G5:
[10] human,rights [10] social,media [7] becky_faith,emrys_s [7] emrys_s,yz_ict4d [7] yz_ict4d,abebab [7] abebab,anna_colom [7] anna_colom,meowtree [7] meowtree,ruchowdh [7] ruchowdh,safiyanoble [6] new,law Top Word Pairs in Tweet in G6:
[11] #ict4d,#quote [6] #inspiration,#ict4d [5] measure,plan [5] plan,evaluate [4] way,#innovation [4] evaluate,measure [4] consultant,ict4d [4] ict4d,conference [4] outreach,catholic [4] catholic,relief Top Word Pairs in Tweet in G7:
[21] ict4d,non [21] non,conference [11] now,open [8] experience,ict4d [8] ict4d,event [8] event,none [8] none,before [8] before,share [8] share,thoughts [8] thoughts,wide Top Word Pairs in Tweet in G8:
[10] irelanddsa,#dsai2019 [5] very,relevant [5] relevant,discussing [5] discussing,pj_wall [5] pj_wall,session [5] session,#ict4d [5] #ict4d,#developmentethics [5] #developmentethics,irelanddsa [5] #dsai2019,today [5] pj,wall Top Word Pairs in Tweet in G9:
[5] know,#digitization [5] #digitization,adding [5] adding,billions [5] billions,revenues [5] revenues,world [5] world,economies [5] economies,according [5] according,forbes [5] forbes,digitization [5] digitization,created Top Word Pairs in Tweet in G10:
[8] ladies,gentlemen [8] gentlemen,travelling [8] travelling,made [8] made,easy [8] easy,hire [8] hire,transportation [8] transportation,using [8] using,bus [8] bus,feature [8] feature,corners Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: