The graph represents a network of 242 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, 17 October 2022 at 03:30 UTC.
The requested start date was Monday, 17 October 2022 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 12-day, 5-hour, 7-minute period from Monday, 03 October 2022 at 04:59 UTC to Saturday, 15 October 2022 at 10:07 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 : 242
Unique Edges : 211
Edges With Duplicates : 284
Total Edges : 495
Number of Edge Types : 5
Replies to : 13
Retweet : 98
MentionsInRetweet : 177
Mentions : 133
Tweet : 74
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.0601503759398496
Reciprocated Edge Ratio : 0.113475177304965
Connected Components : 59
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 74
Maximum Edges in a Connected Component : 188
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.281307
Graph Density : 0.00483522512945372
Modularity : 0.545156
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 242 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, 17 October 2022 at 03:30 UTC.
The requested start date was Monday, 17 October 2022 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 12-day, 5-hour, 7-minute period from Monday, 03 October 2022 at 04:59 UTC to Saturday, 15 October 2022 at 10:07 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:
[12] ãƒ,ム[12] #ictd23,#pavements23 [10] #globaldev,links [8] using,artificial [8] region,make [8] chapter,region [8] make,impact [8] apply,lead [8] omdena,local [8] local,chapter Top Word Pairs in Tweet in G1:
[6] countries,state [6] state,art [6] mapping,research [6] research,agenda [6] art,future [6] developing,countries [6] future,research [6] research,#digitalwater [6] #digitalwater,developing [5] cddmanchester,mapping Top Word Pairs in Tweet in G2:
[10] #globaldev,links [7] aidnography,#globaldev [5] feat,victoireumuhoza [5] victoireumuhoza,huiyuanliu [5] 457,feat [5] 456,feat [5] tmurithi12,pabloyanguas [5] huiyuanliu,carla_rosch [5] carla_rosch,zekuzelalem [5] zekuzelalem,tmurithi12 Top Word Pairs in Tweet in G3:
[12] ãƒ,ム[5] #pakdatasci,#datascience [5] #metaanalysis,#systematicreview [5] #systematicreview,#phdchat [5] #phdchat,#academicchatter [4] #digitaltransformation,#ict4d [4] #datavisualization,#metaanalysis [4] development,practitioners [3] #datascience,#machinelearning [3] #machinelearning,#datavisualization Top Word Pairs in Tweet in G4:
[6] forum,2022 [6] development,forum [6] digital,development [6] frontiers,digital [4] looks,interaction [4] research,engnroom [4] between,#technology [4] latest,ict_works [4] software,#ict4d [4] ict_works,summarises Top Word Pairs in Tweet in G5:
[5] research,findings [4] urauganda,last [4] first,engagement [4] last,wait [4] ought,used [4] ictdtax,giulia_mascagni [4] œresearch,brings [4] light,knowledge [4] knowledge,ought [4] findings,come Top Word Pairs in Tweet in G6:
[2] #ict4d,#digitaldevelopment [2] google,premisedata [2] between,digital [2] premisedata,daiglobal [2] unfoundation,#ict4d [2] better,understand [2] assessment,presents [2] daiglobal,dial_community [2] presents,findings [2] findings,better Top Word Pairs in Tweet in G7:
[8] deadline,apply [8] chapter,region [8] impact,using [8] apply,lead [8] intelligence,deadline [8] lead,omdena [8] using,artificial [8] make,impact [8] omdena,local [8] region,make Top Word Pairs in Tweet in G8:
[12] #ictd23,#pavements23 [6] submit,abstracts [5] deadline,next [5] forget,submit [5] abstracts,#ictd23 [5] next,thursday [5] #pavements23,deadline [4] thursday,httâ [4] asce_tdi,forget [3] share,community Top Word Pairs in Tweet in G9:
[2] show,impact [2] #noneleftbehind,#digitaltransformation [2] let's,connect [2] economic,development [2] together,breakdown [2] bring,#noneleftbehind [2] breakdown,digital [2] digital,transformation [2] connect,communities [2] #digitaltransformation,#ict4d Top Word Pairs in Tweet in G10:
[3] leads,partners [3] africultures_eu,platform [3] great,see [3] use,igsd_shef [3] platform,use [3] co,leads [3] igsd_shef,team [3] team,co [3] partners,trainings [3] see,africultures_eu Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: