The graph represents a network of 1,098 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 Tuesday, 17 September 2019 at 11:12 UTC.
The requested start date was Monday, 16 September 2019 at 00:01 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, 48-minute period from Monday, 02 September 2019 at 00:30 UTC to Sunday, 15 September 2019 at 22:18 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 : 1098
Unique Edges : 1536
Edges With Duplicates : 605
Total Edges : 2141
Number of Edge Types : 3
Mentions : 1859
Tweet : 251
Replies to : 31
Self-Loops : 251
Reciprocated Vertex Pair Ratio : 0.0466321243523316
Reciprocated Edge Ratio : 0.0891089108910891
Connected Components : 104
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 741
Maximum Edges in a Connected Component : 1533
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.319448
Graph Density : 0.00134162885033366
Modularity : 0.684691
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[112] director,technology [99] calling,mappers [99] mappers,levels [99] levels,spare [99] spare,time [99] time,help [99] help,map [99] map,disaster [99] disaster,relief [99] relief,need Top Word Pairs in Tweet in G1:
[109] director,technology [99] calling,mappers [99] mappers,levels [99] levels,spare [99] spare,time [99] time,help [99] help,map [99] map,disaster [99] disaster,relief [99] relief,need Top Word Pairs in Tweet in G2:
[21] digital,age [17] #safeguarding,digital [13] join,next [13] next,london [13] london,techsalon [13] techsalon,#safeguarding [11] chloemessenger,join [11] dfid_uk,savechildrenuk [11] savechildrenuk,accentureuk [10] #merltech,#ict4d Top Word Pairs in Tweet in G3:
[17] digital,based [17] based,agri [17] agri,solutions [17] solutions,continent [17] continent,owned [17] owned,#youth [17] #youth,increasingly [17] increasingly,see [17] see,possibility [13] ypardafrica,digital Top Word Pairs in Tweet in G4:
[32] refugees,actively [32] actively,avoiding [32] avoiding,refugee [32] refugee,camps [32] camps,avoid [32] avoid,biometric [32] biometric,#digitalid [32] #digitalid,interests [32] interests,being [32] being,served Top Word Pairs in Tweet in G5:
[62] dr,edcutrell [61] ability,group [58] msftresearch,dr [52] group,msftresearch [43] edcutrell,principal [43] principal,researcher [43] researcher,ability [43] msftresearch,explores [43] explores,computer [43] computer,solutions Top Word Pairs in Tweet in G6:
[9] itu_bdtdirector,doreenbogdan [9] doreenbogdan,itusecgen [9] itusecgen,itu [9] itu,equals [8] sincerest,gratitude [8] gratitude,itu_bdtdirector [8] equals,bringing [8] bringing,along [8] along,amazing [7] fed,up Top Word Pairs in Tweet in G7:
[51] technology,make [51] make,#agriculture [51] #agriculture,cool [51] cool,sexy [51] sexy,attractive [51] attractive,#youth [51] #youth,#agrf2019 [51] #agrf2019,participants [51] participants,bet [50] afgoesdigital,technology Top Word Pairs in Tweet in G8:
[8] inclusive,design [8] ict4d,4u [8] 4u,dr [8] dr,ed [8] ed,cutrell [7] design,ict4d [4] developer,circle [3] optimal,space [3] space,humans [3] humans,produce Top Word Pairs in Tweet in G9:
[18] loving,rondaz_g [18] rondaz_g,presenting [18] presenting,paper [18] paper,#mobiles [18] #mobiles,#girls [18] #girls,education [18] education,#kenya [18] #kenya,#hdca2019 [18] #hdca2019,girl [17] dorotheakleine,loving Top Word Pairs in Tweet in G10:
[12] new,#globaldev [12] #globaldev,links [10] links,feat [7] aidnography,new [4] feat,chengela [4] chengela,daphnemerkin [4] daphnemerkin,sayandey89 [4] sayandey89,learnser [4] learnser,econsociology [4] econsociology,more Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: