The graph represents a network of 290 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, 13 September 2021 at 03:01 UTC.
The requested start date was Monday, 13 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 5-hour, 41-minute period from Monday, 30 August 2021 at 02:21 UTC to Sunday, 12 September 2021 at 08:02 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 : 290
Unique Edges : 247
Edges With Duplicates : 364
Total Edges : 611
Number of Edge Types : 5
Tweet : 94
Retweet : 142
MentionsInRetweet : 214
Mentions : 146
Replies to : 15
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.0759493670886076
Reciprocated Edge Ratio : 0.141176470588235
Connected Components : 61
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 109
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.403001
Graph Density : 0.00405679513184584
Modularity : 0.535124
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 290 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, 13 September 2021 at 03:01 UTC.
The requested start date was Monday, 13 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 5-hour, 41-minute period from Monday, 30 August 2021 at 02:21 UTC to Sunday, 12 September 2021 at 08:02 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 : GraphServerTwitterSearch
Graph Term : ICTD OR 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:
[20] shiny,toys [19] toys,shiny [12] ÿà,ÿà [10] ifip,conference [10] freedom,social [10] social,inclusion [10] inclusion,connected [10] connected,world [10] #globaldev,links [9] information,next Top Word Pairs in Tweet in G1:
[6] ictdtax,research [6] despite,playing [6] playing,direct [6] direct,role [6] role,matching [6] matching,grant [6] grant,program [6] program,taxpayer [6] taxpayer,perceptions [6] perceptions,legitimacy Top Word Pairs in Tweet in G2:
[7] digital,call [7] call,local [7] local,partners [7] partners,explore [7] explore,topics [7] topics,technology [7] technology,critical [7] critical,thinking [7] thinking,youth [7] youth,sub Top Word Pairs in Tweet in G3:
[5] information,communication [4] communication,technologies [3] ictd,digital [3] facebook,group [2] sep,ict4d [2] ict4d,meet [2] meet,important [2] important,currently [2] currently,process [2] process,revamping Top Word Pairs in Tweet in G4:
[10] #globaldev,links [6] aidnography,#globaldev [5] links,414 [5] 414,feat [5] many,more [3] feat,themrise [3] themrise,wordcat12 [3] wordcat12,benjaminnorton [3] benjaminnorton,invisiblesmuros [3] invisiblesmuros,vigrna Top Word Pairs in Tweet in G5:
[10] ifip,conference [10] freedom,social [10] social,inclusion [10] inclusion,connected [10] connected,world [9] information,next [9] next,ifip [9] conference,freedom [9] world,online [8] ifip_94,information Top Word Pairs in Tweet in G6:
[5] participation,research [5] research,week [5] week,20 [5] 20,24 [5] 24,sept [5] sept,features [5] features,launch [5] launch,sage [5] sage,handbook [5] handbook,participatory Top Word Pairs in Tweet in G7:
[5] system,coalition [4] interesting,paper [4] paper,freitag [4] freitag,times [4] times,headline [4] headline,reports [4] reports,under [3] timunwin,interesting [3] under,headli [3] proud,first Top Word Pairs in Tweet in G8:
[2] crs_expertise,partners [2] partners,continue [2] continue,advance [2] advance,#machinelearning [2] #machinelearning,capabilities [2] capabilities,improve [2] improve,predictive [2] predictive,capacity [2] capacity,around Top Word Pairs in Tweet in G10:
[4] crescontact,lutte [4] lutte,contre [4] contre,tabagisme [4] tabagisme,afrique [4] afrique,ouest [4] ouest,cedeao [4] cedeao,uemoa [4] uemoa,relèvement [4] relèvement,taxes [3] crescontact,crescontact Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
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:
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:
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: