The graph represents a network of 869 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, 11 June 2019 at 12:18 UTC.
The requested start date was Monday, 10 June 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, 20-hour, 59-minute period from Monday, 27 May 2019 at 00:17 UTC to Sunday, 09 June 2019 at 21:16 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 : 869
Unique Edges : 1162
Edges With Duplicates : 474
Total Edges : 1636
Number of Edge Types : 3
Mentions : 1353
Tweet : 232
Replies to : 51
Self-Loops : 232
Reciprocated Vertex Pair Ratio : 0.0728241563055062
Reciprocated Edge Ratio : 0.135761589403974
Connected Components : 99
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 540
Maximum Edges in a Connected Component : 1157
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.327766
Graph Density : 0.00160150180566677
Modularity : 0.656848
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[723] ã,ã [42] è,ã [42] ã,å [39] æ,ã [38] ã,ÿã [36] ãƒ,ム[31] social,change [30] ãƒ,ã [29] check,out [29] developing,countries Top Word Pairs in Tweet in G1:
[26] social,change [24] top,ten [24] ten,rules [24] rules,technology [24] technology,social [24] change,thread [24] thread,140 [24] 140,character [24] character,version [24] version,learning Top Word Pairs in Tweet in G2:
[20] market,traders [19] women,market [17] presumptive,taxation [15] taxation,discriminates [15] discriminates,women [15] traders,earn [15] earn,less [15] less,men [15] men,#nigeria [15] #nigeria,need Top Word Pairs in Tweet in G3:
[20] access,#digital [20] #digital,economy [20] economy,reflection [20] reflection,dai [20] dai,development [20] development,matters [20] matters,roundtables [20] roundtables,#nigeria [14] small,#ict4d [14] #ict4d,firms Top Word Pairs in Tweet in G4:
[12] call,papers [12] papers,#idia2020 [12] #idia2020,invite [12] invite,researchers [12] researchers,practitioners [12] practitioners,policymakers [12] policymakers,around [12] around,world [12] world,interested [12] interested,issues Top Word Pairs in Tweet in G5:
[11] ã,ã [7] 5,million [7] million,grant [7] grant,funding [7] funding,digital [7] digital,health [7] health,solutions [7] solutions,#augmentedreality [7] #augmentedreality,#ict4d [5] #housing,#3dprinting Top Word Pairs in Tweet in G6:
[6] apply,now [5] digital,health [5] gap,#ict4d [5] weekend,long [5] long,reads [5] reads,#ict4d [5] #techforgood,#ict4d [5] amb,latitud [5] latitud,projecte [5] projecte,impulsem Top Word Pairs in Tweet in G7:
[28] learning,journey [20] #myregionisthelab,started [20] started,first [19] journey,#myregionisthelab [10] day,2 [10] 2,#myregionisthelab [10] first,#fieldvisit [10] #fieldvisit,eqwiphubs [10] eqwiphubs,tamale [10] tamale,learning Top Word Pairs in Tweet in G8:
[6] thank,techjaja [6] techjaja,capturing [6] capturing,key [6] key,messages [6] messages,11th [6] 11th,ict4dconference [6] ict4dconference,difference [6] difference,between [6] between,going [6] ict4dconference,thank Top Word Pairs in Tweet in G9:
[4] responsible,ict [4] ict,development [3] corafnews,asareca [3] asareca,cialca_r4d [3] cialca_r4d,nancywhite [3] nancywhite,davidgurteen [3] davidgurteen,fadipe_tunde11 [3] fadipe_tunde11,johnagboola_ [3] johnagboola_,kofikisiedu [3] kofikisiedu,abfaithful1 Top Word Pairs in Tweet in G10:
[9] team,headed [9] headed,asce_tdi [9] asce_tdi,next [9] next,week [9] week,stop [9] stop,booth [9] booth,check [9] check,out [9] out,geospatial [9] geospatial,solutions Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: