The graph represents a network of 622 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, 13 August 2019 at 12:28 UTC.
The requested start date was Monday, 12 August 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, 19-hour, 37-minute period from Monday, 29 July 2019 at 03:57 UTC to Sunday, 11 August 2019 at 23:34 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 : 622
Unique Edges : 721
Edges With Duplicates : 357
Total Edges : 1078
Number of Edge Types : 3
Mentions : 886
Tweet : 171
Replies to : 21
Self-Loops : 171
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 86
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 300
Maximum Edges in a Connected Component : 601
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.21021
Graph Density : 0.00198052099352253
Modularity : 0.656449
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[132] ã,ã [55] 3,5 [55] 5,billion [53] 2016,more [53] more,7 [53] 7,3 [53] 3,billion [53] billion,mobile [53] mobile,cellular [53] cellular,subscriptions Top Word Pairs in Tweet in G1:
[53] 5,billion [52] 2016,more [52] more,7 [52] 7,3 [52] 3,billion [52] billion,mobile [52] mobile,cellular [52] cellular,subscriptions [52] subscriptions,worldwide [52] worldwide,globally Top Word Pairs in Tweet in G2:
[32] paper,safe [32] safe,harbour [32] harbour,regimes [32] regimes,transfer [32] transfer,pricing [26] working,paper [22] pricing,african [21] pleased,announce [21] announce,paper [21] now,published Top Word Pairs in Tweet in G3:
[16] digital,development [7] development,digital [6] #digitalid,kenya [6] kenya,reflect [6] reflect,reproduce [6] reproduce,amplify [6] amplify,existing [6] existing,patterns [6] patterns,social [6] social,exclusion Top Word Pairs in Tweet in G4:
[11] data,collection [8] collection,analysis [7] future,data [7] check,out [6] present,future [6] responsible,data [6] digital,development [5] analysis,ict4d [5] 4,artificial [5] artificial,intelligence Top Word Pairs in Tweet in G5:
[9] new,usaid [9] usaid,guide [9] inclusive,development [9] usaid_digital,#ict4d [8] create,#digitalid [8] #digitalid,inclusive [8] development,usaid_digital [6] know,host [6] host,techsalon [6] techsalon,#london Top Word Pairs in Tweet in G6:
[20] young,ictd [20] ictd,fellowship [19] extended,deadline [19] deadline,receiving [19] receiving,applications [19] applications,young [19] fellowship,programme [19] programme,submit [19] submit,application [16] unu_cs,extended Top Word Pairs in Tweet in G7:
[8] ã,ã [3] live,demo [3] present,future [3] future,data [3] data,collection [3] collection,analysis [3] analysis,ict4d [3] demand,aggregation [3] aggregation,secret [3] secret,ingredient Top Word Pairs in Tweet in G8:
[10] using,ict4d [9] #kadunallincampaign2019,day [9] day,5 [9] 5,using [9] ict4d,identify [9] identify,communities [9] communities,net [9] net,cards [9] cards,redeemed [9] recap,day Top Word Pairs in Tweet in G9:
[31] #savsign10,#ict4d [18] #ict4d,#sheplus [14] #ict4d,#savsign10 [13] #savsign10,#sheplus [13] #sheplus,#ict4d [12] 10,years [11] savana,signatures [10] #savsign,#savsign10 [9] improve,lives [7] technology,prof Top Word Pairs in Tweet in G10:
[6] week,#malawi [6] #malawi,digital [6] digital,innovation [6] innovation,team [6] team,visits [6] visits,#zimbabwe [6] #zimbabwe,exchange [6] exchange,learn [6] learn,several [6] several,years Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: