The graph represents a network of 160 Twitter users whose recent tweets contained "ICT4D", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 16:25 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 14-minute period from Saturday, 10 April 2021 at 11:34 UTC to Sunday, 18 April 2021 at 15:49 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 : 160
Unique Edges : 247
Edges With Duplicates : 45
Total Edges : 292
Number of Edge Types : 5
MentionsInRetweet : 109
Mentions : 62
Retweet : 79
Tweet : 39
Replies to : 3
Self-Loops : 40
Reciprocated Vertex Pair Ratio : 0.0258620689655172
Reciprocated Edge Ratio : 0.0504201680672269
Connected Components : 34
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 40
Maximum Edges in a Connected Component : 85
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.705688
Graph Density : 0.00935534591194969
Modularity : 0.753891
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 160 Twitter users whose recent tweets contained "ICT4D", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 16:25 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 14-minute period from Saturday, 10 April 2021 at 11:34 UTC to Sunday, 18 April 2021 at 15:49 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : ICT4D
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[14] #vacancy,alert [14] alert,days [14] days,left [14] left,apply [14] apply,amazing [14] amazing,#humanitarian [14] #humanitarian,#innovation [14] #innovation,#digital [14] #digital,coordinator [14] coordinator,position Top Word Pairs in Tweet in G1:
[14] #vacancy,alert [14] alert,days [14] days,left [14] left,apply [14] apply,amazing [14] amazing,#humanitarian [14] #humanitarian,#innovation [14] #innovation,#digital [14] #digital,coordinator [14] coordinator,position Top Word Pairs in Tweet in G2:
[8] global,digital [8] digital,development [8] development,forum [5] mark,calendar [5] calendar,virtual [5] virtual,global [5] forum,#gddf2021 [5] #gddf2021,coming [5] coming,won [5] won,miss Top Word Pairs in Tweet in G3:
[9] soil,map [9] map,data [7] smallholder,farmers [7] farmers,use [7] use,soil [7] data,higher [7] higher,productivity [7] productivity,#ict4d [6] #ict4d,ict_works [6] artificial,intelligence Top Word Pairs in Tweet in G4:
[2] #pacific,country [2] country,#papuanewguinea [2] #papuanewguinea,#covid19 [2] #covid19,spreading [2] spreading,misinformation [2] misinformation,#socialmedia [2] #socialmedia,sueahearn [2] sueahearn,explains [2] explains,devpolicy [2] devpolicy,#png Top Word Pairs in Tweet in G5:
[9] #digitalrights,#ict4d [7] #ict4d,#globaldev [6] whack,mole [5] technologies,citizen [5] citizen,agency [5] agency,technologies [5] technologies,state [5] state,repression [5] repression,ceaseless [5] ceaseless,whack Top Word Pairs in Tweet in G6:
[7] trufi,produced [7] produced,first [7] first,complete [7] complete,interactive [7] interactive,map [7] map,public [7] public,transport [7] transport,routes [7] routes,#mauritania'a [7] #mauritania'a,capital Top Word Pairs in Tweet in G7:
[8] call,proposals [8] proposals,highlight [8] highlight,blind [8] blind,spots [8] spots,#ai [8] #ai,#development [8] #development,deadline [8] deadline,21 [8] 21,unesco [8] unesco,#ict4d Top Word Pairs in Tweet in G8:
[2] digital,tech Top Word Pairs in Tweet in G9:
[6] register,webinar [6] webinar,hosted [6] hosted,nepad_agency [6] nepad_agency,vodacom [6] vodacom,mezzanine [6] mezzanine,find [6] find,more [6] more,digital [6] digital,solution [6] solution,support Top Word Pairs in Tweet in G10:
[3] #ict4d,#mobile4dev [2] #salesforce,users [2] users,learn [2] learn,more [2] more,offline [2] offline,mobile [2] mobile,field [2] field,service [2] service,app [2] app,salesforceorg's Top Replied-To in Entire Graph:
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 G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: