The graph represents a network of 965 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, 25 March 2019 at 13:43 UTC.
The requested start date was Monday, 25 March 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, 23-hour, 35-minute period from Monday, 11 March 2019 at 00:24 UTC to Monday, 25 March 2019 at 00:00 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 : 965
Unique Edges : 1407
Edges With Duplicates : 572
Total Edges : 1979
Number of Edge Types : 3
Mentions : 1716
Tweet : 238
Replies to : 25
Self-Loops : 238
Reciprocated Vertex Pair Ratio : 0.0593280914939242
Reciprocated Edge Ratio : 0.112010796221323
Connected Components : 123
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 654
Maximum Edges in a Connected Component : 1523
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.259812
Graph Density : 0.0015931030034614
Modularity : 0.656714
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[35] check,out [33] https,t [33] t,co [32] headed,households [26] tax,africa [25] learned,gender [25] gender,tax [25] april,30 [23] digital,development [23] ict4d,classics Top Word Pairs in Tweet in G1:
[15] open,source [14] doing,development [14] development,digital [11] icymi,dial_community [11] dial_community,opensource [11] opensource,center [11] center,team [11] team,unfoundation [11] unfoundation,100 [11] 100,000 Top Word Pairs in Tweet in G2:
[22] april,30 [20] training,day [19] 30,2 [19] ict4d,webinar [19] legislation,organizational [19] organizational,behavior [16] kampala,uganda [15] check,out [14] responsible,data [12] day,3 Top Word Pairs in Tweet in G3:
[32] headed,households [25] learned,gender [25] gender,tax [25] tax,africa [22] urauganda,studied [22] studied,representation [22] representation,performance [22] performance,perceptions [22] perceptions,women [22] women,tax Top Word Pairs in Tweet in G4:
[23] gcrf,southsouthmigration [21] ukri_news,gcrf [13] new,globaldev [13] links,feat [13] another,great [13] great,phd [13] phd,opportunity [13] opportunity,ukri_news [13] southsouthmigration,inequality [13] inequality,development Top Word Pairs in Tweet in G5:
[28] https,t [28] t,co [20] read,ict [20] ict,update [20] update,90 [20] 90,focusing [20] focusing,women [20] women,digitilisation [20] digitilisation,agriculture [20] agriculture,https Top Word Pairs in Tweet in G6:
[5] الخبرة,تميزنا [5] تميزنا,و [5] و,المصداقية [5] المصداقية,عنواننا [5] عنواننا,مواصلة [5] مواصلة,اعمال [5] اعمال,الستاج [5] الستاج,للدفعة [5] للدفعة,الاولى [5] الاولى,لخريجي Top Word Pairs in Tweet in G7:
[9] 1989,90 [9] 90,world [9] world,s [9] s,people [9] people,lacked [9] lacked,access [9] access,simple [9] simple,telephone [9] telephone,2019 [9] 2019,50 Top Word Pairs in Tweet in G8:
[22] ict4d,classics [16] cdimanchester,ict4d [12] information,systems [10] developing,countries [8] classics,information [7] classics,failure [7] failure,success [7] success,improvisation [7] improvisation,information [7] systems,projects Top Word Pairs in Tweet in G9:
[3] recycling,best [3] best,dismantled [3] dismantled,norwegian [3] norwegian,fm [3] fm,radio [3] radio,transmitters [3] transmitters,new [3] new,lease [3] lease,life [3] life,malawi Top Word Pairs in Tweet in G10:
[11] rural,africa [10] empower,rural [10] africa,digital [10] digital,information [10] information,services [10] services,innovations [10] innovations,here [10] here,ifc_org [9] reaffirming,commitment [9] commitment,empower Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G8:
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 G4:
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:
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Top Tweeters in G10: