The graph represents a network of 833 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 Wednesday, 26 June 2019 at 12:18 UTC.
The requested start date was Monday, 24 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, 22-hour, 26-minute period from Monday, 10 June 2019 at 00:45 UTC to Sunday, 23 June 2019 at 23:11 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 : 833
Unique Edges : 1231
Edges With Duplicates : 581
Total Edges : 1812
Number of Edge Types : 3
Mentions : 1584
Tweet : 207
Replies to : 21
Self-Loops : 207
Reciprocated Vertex Pair Ratio : 0.107263513513514
Reciprocated Edge Ratio : 0.193745232646834
Connected Components : 86
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 603
Maximum Edges in a Connected Component : 1509
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.599365
Graph Density : 0.00189162203342876
Modularity : 0.606201
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[29] check,out [26] educational,technology [26] world,s [25] now,open [25] uk,aid [25] aid,funds [25] funds,world [25] s,biggest [25] biggest,educational [25] technology,research Top Word Pairs in Tweet in G1:
[23] sustainable,development [21] paper,'datafying [21] 'datafying,anti [21] anti,poverty [21] poverty,programmes [21] programmes,implications [21] implications,data [21] data,justice' [21] justice',now [19] very,happy Top Word Pairs in Tweet in G2:
[20] 11th,ict4dconference [13] weeks,left [13] digital,health [13] ict4dconference,#uganda [12] 3,weeks [12] left,submit [12] submit,abstract [12] abstract,year's [12] year's,global [12] global,digital Top Word Pairs in Tweet in G3:
[7] latest,#ntrntax [6] market,traders [6] presumptive,tax [6] check,out [6] ids_uk,ictdtax [6] ictdtax,looking [6] looking,senior [6] senior,project [6] project,support [6] support,officer Top Word Pairs in Tweet in G4:
[24] uk,aid [24] aid,funds [24] funds,world [24] world,s [24] s,biggest [24] biggest,educational [24] educational,technology [24] technology,research [24] research,project [24] project,world Top Word Pairs in Tweet in G5:
[21] #datafication,development [21] development,marginalised [21] marginalised,urban [21] urban,communities [21] communities,applied [21] applied,#datajustice [21] #datajustice,framework [17] new,paper [17] paper,#datafication [17] framework,now Top Word Pairs in Tweet in G6:
[6] opportunities,challenges [6] challenges,risks [6] rural,areas [5] using,digital [5] digital,technologies [5] technologies,modernize [5] modernize,agriculture [5] agriculture,data [5] data,five [5] five,ways Top Word Pairs in Tweet in G7:
[11] #ict4d,#quote [6] #inspiration,#ict4d [4] deadline,june [4] comm,mgt [4] way,#innovation [3] final,paper [3] new,york [3] #ict4d,#techforgood [3] information,communication [3] many,#humanitarian Top Word Pairs in Tweet in G8:
[10] new,#globaldev [10] #globaldev,links [10] links,feat [6] feat,hannahep [6] hannahep,ntobeg [6] ntobeg,naimamohamud [6] naimamohamud,benparker140 [6] benparker140,humanicontraria [6] humanicontraria,more [5] aidnography,new Top Word Pairs in Tweet in G9:
[8] new,#digitaldai [8] keep,using [8] using,word [8] word,scale [8] scale,doesn [8] doesn,t [8] t,mean [7] join,daiglobal [7] daiglobal,#edd19 [7] #edd19,hear Top Word Pairs in Tweet in G10:
[7] master,ict [7] ict,development [7] development,social [7] social,good [6] https,t [6] t,co [5] #development,#job [5] #job,#inclusion [5] #inclusion,#ict4d [5] #ict4d,today Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: