The graph represents a network of 267 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 July 2022 at 03:30 UTC.
The requested start date was Monday, 04 July 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, 4-hour, 7-minute period from Monday, 20 June 2022 at 02:27 UTC to Sunday, 03 July 2022 at 06:34 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 : 267
Unique Edges : 227
Edges With Duplicates : 398
Total Edges : 625
Number of Edge Types : 5
Retweet : 149
MentionsInRetweet : 225
Tweet : 84
Mentions : 155
Replies to : 12
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.0977198697068404
Reciprocated Edge Ratio : 0.178041543026706
Connected Components : 53
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 259
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.19597
Graph Density : 0.00474500858888795
Modularity : 0.497078
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 267 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 July 2022 at 03:30 UTC.
The requested start date was Monday, 04 July 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, 4-hour, 7-minute period from Monday, 20 June 2022 at 02:27 UTC to Sunday, 03 July 2022 at 06:34 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:
[13] ict4d,research [13] job,circular [12] digital,transformation [12] transformation,margins [12] margins,battle [12] battle,soul [12] soul,self [12] self,sovereignty [10] #digital,tools [10] look,forward Top Word Pairs in Tweet in G1:
[8] bo_irs,bornogovt [8] #nigeria,best [8] best,leverage [8] leverage,#digital [8] #digital,tools [8] tools,#tax [8] #tax,administration [8] administration,join [8] join,today's [8] today's,#seminar Top Word Pairs in Tweet in G2:
[11] ict4d,research [9] look,forward [8] open,session [7] #ict4d,research [6] context,resilience [6] resilience,sustainability [6] ifip_94,blog [6] #ictd2022,conference [5] shared,research [5] research,agenda Top Word Pairs in Tweet in G3:
[6] #icymi,hear [5] happy,#worldrefugeeday [5] top,#ict4d [5] help,better [5] better,support [5] support,engage [4] engage,#withrefugees [4] hear,unicef [4] unicef,crs_expertise [4] crs_expertise,gatesfoundation Top Word Pairs in Tweet in G4:
[13] job,circular [10] ictd,job [7] 2022,ictd [5] circular,2022 [4] circular,apply [4] apply,2022 [4] 2022,job [4] circular,ictd [4] ictd,2022 [4] development,practitioners Top Word Pairs in Tweet in G5:
[10] digital,transformation [10] transformation,margins [10] margins,battle [10] battle,soul [10] soul,self [10] self,sovereignty [8] global,south [5] infotechdev,infotechdev [5] infotechdev,digital [5] sovereignty,sajdaq Top Word Pairs in Tweet in G6:
[4] #ict4d,wayan_vota [3] wayan_vota,ict_works [3] digital,competency [3] competency,areas [3] areas,mobile [3] mobile,phone [3] phone,usage [3] usage,#ict4d [3] #ict4d,ict_works [3] apply,100 Top Word Pairs in Tweet in G7:
[3] great,collabo [3] collabo,#stem5girls [3] #stem5girls,#ict5girls [3] #ict5girls,initiatives [3] initiatives,future [3] future,wougnet [3] wougnet,empowering [3] empowering,girlchild [2] kiapikfreddie76,great [2] girlchild,throu Top Word Pairs in Tweet in G8:
[2] #globaldev,links [2] links,448 [2] 448,feat Top Word Pairs in Tweet in G9:
[2] ictd2022,over [2] over,wanted [2] wanted,thank [2] thank,slouching_mags [2] slouching_mags,cathwieczorek [2] cathwieczorek,sachinpendse [2] sachinpendse,charming [2] charming,dina [2] reminder,ictd [2] ictd,2022 Top Word Pairs in Tweet in G10:
[5] radio,power [5] power,reach [5] reach,hundreds [5] hundreds,millions [5] millions,african [5] african,farmers [5] farmers,life [5] life,changing [5] changing,information [5] information,let's 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 G9:
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: