The graph represents a network of 845 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, 09 September 2019 at 13:37 UTC.
The requested start date was Monday, 09 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, 18-hour, 57-minute period from Monday, 26 August 2019 at 02:23 UTC to Sunday, 08 September 2019 at 21:21 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 : 845
Unique Edges : 1170
Edges With Duplicates : 376
Total Edges : 1546
Number of Edge Types : 3
Tweet : 242
Mentions : 1282
Replies to : 22
Self-Loops : 242
Reciprocated Vertex Pair Ratio : 0.0491071428571429
Reciprocated Edge Ratio : 0.0936170212765957
Connected Components : 100
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 440
Maximum Edges in a Connected Component : 960
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.536271
Graph Density : 0.00164755040803163
Modularity : 0.704579
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[66] pictured,nursing [66] nursing,staff [66] staff,tonga's [66] tonga's,largest [66] largest,hospital [66] hospital,vaiola [66] vaiola,hospital [66] hospital,arrival [66] arrival,broadband [66] broadband,internet Top Word Pairs in Tweet in G1:
[18] digital,age [11] #safeguarding,digital [10] age,big [10] big,#ict4d [10] #ict4d,question [8] #merltech,#ict4d [7] #ict4d,community [7] community,help [7] help,safeguard [7] safeguard,vulnerable Top Word Pairs in Tweet in G2:
[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 G3:
[52] looking,next [52] next,hotosm [52] hotosm,director [52] director,technology [52] technology,cto [52] cto,know [52] know,great [51] tylersradford,looking [18] ramanihuria,use [18] use,#opensource Top Word Pairs in Tweet in G4:
[66] pictured,nursing [66] nursing,staff [66] staff,tonga's [66] tonga's,largest [66] largest,hospital [66] hospital,vaiola [66] vaiola,hospital [66] hospital,arrival [66] arrival,broadband [66] broadband,internet Top Word Pairs in Tweet in G5:
[50] technology,make [50] make,#agriculture [50] #agriculture,cool [50] cool,sexy [50] sexy,attractive [50] attractive,#youth [50] #youth,#agrf2019 [50] #agrf2019,participants [50] participants,bet [49] afgoesdigital,technology Top Word Pairs in Tweet in G6:
[8] inclusive,design [8] ict4d,4u [8] 4u,dr [8] dr,ed [8] ed,cutrell [7] design,ict4d [3] transformação,digital [3] optimal,space [3] space,humans [3] humans,produce Top Word Pairs in Tweet in G7:
[10] non,conference [7] new,post [7] post,#datagovernance [7] #datagovernance,practitioners [7] practitioners,learn [7] learn,#humanitarian [7] #humanitarian,orgs' [7] orgs',strengths [7] strengths,history [7] history,challenges Top Word Pairs in Tweet in G8:
[37] dr,edcutrell [36] ability,group [34] msftresearch,dr [28] edcutrell,principal [28] principal,researcher [28] researcher,ability [28] group,msftresearch [28] msftresearch,explores [28] explores,computer [28] computer,solutions Top Word Pairs in Tweet in G9:
[10] new,#globaldev [10] #globaldev,links [8] links,feat [5] aidnography,new [4] great,#ict4d [4] #ict4d,job [4] job,opportunities [4] opportunities,two [4] two,associate [4] associate,professor Top Word Pairs in Tweet in G10:
[14] tuesday,24 [14] 24,september [13] ict4d_ldn,hosting [12] ada,lovelace [12] lovelace,institute [12] institute,calling [12] calling,halt [12] halt,use [12] use,facial [12] facial,recognition Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
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 G4:
Top Mentioned in G5:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: