The graph represents a network of 254 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, 09 August 2021 at 03:02 UTC.
The requested start date was Monday, 09 August 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 8-day, 7-hour, 11-minute period from Monday, 26 July 2021 at 02:37 UTC to Tuesday, 03 August 2021 at 09:49 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 : 254
Unique Edges : 216
Edges With Duplicates : 399
Total Edges : 615
Number of Edge Types : 5
Retweet : 166
MentionsInRetweet : 232
Mentions : 143
Tweet : 63
Replies to : 11
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0771604938271605
Reciprocated Edge Ratio : 0.143266475644699
Connected Components : 35
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 98
Maximum Edges in a Connected Component : 277
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.817881
Graph Density : 0.00543089228470947
Modularity : 0.512518
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 254 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, 09 August 2021 at 03:02 UTC.
The requested start date was Monday, 09 August 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 8-day, 7-hour, 11-minute period from Monday, 26 July 2021 at 02:37 UTC to Tuesday, 03 August 2021 at 09:49 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 : 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:
[30] ãƒ,ム[20] build,guide [15] digital,solutions [14] guide,ict4d [14] ict4d,practitioners [12] #ict4d,practitioners [12] interested,#learning [12] #learning,#research [12] #research,#tax [12] #tax,#development Top Word Pairs in Tweet in G1:
[11] interested,#learning [11] #learning,#research [11] #research,#tax [11] #tax,#development [11] #development,free [11] free,#course [11] #course,offers [11] offers,sessions [11] sessions,key [11] key,issues Top Word Pairs in Tweet in G2:
[9] join,global [9] global,discussion [7] ingos,tech [7] tech,companies [7] companies,funding [7] funding,partners [6] discussion,influencers [6] influencers,ingos [6] partners,united [6] united,duty Top Word Pairs in Tweet in G3:
[6] reminder,proceedings [6] proceedings,1st [6] 1st,#ifip94 [6] #ifip94,virtual [6] virtual,conference [6] conference,resilient [6] resilient,ict4d [6] ict4d,available [6] available,#openaccess [6] #openaccess,online Top Word Pairs in Tweet in G4:
[15] build,guide [11] guide,ict4d [11] ict4d,practitioners [7] practitioners,ict_works [5] don,build [4] #ict4d,practitioners [3] _mwaa_,build [3] guide,#ict4d [2] yes,don [2] practitioners,build Top Word Pairs in Tweet in G5:
[11] find,digital [11] digital,solutions [11] solutions,fit [11] fit,needs [11] needs,#thegdc [8] report,highlights [7] #lastmiledistributors,find [7] #thegdc,#energycatalyst [7] #energycatalyst,report [4] #lastmile,distributors Top Word Pairs in Tweet in G6:
[6] hitchhiker's,guide [6] guide,technology [6] technology,revolutions [6] revolutions,backlashes [6] backlashes,#ict4d [5] artificial,intelligence [5] intelligence,technology [5] technology,made [5] made,made [5] made,positive Top Word Pairs in Tweet in G7:
[5] justinekneb,victorpouliquen [3] #blog,justinekneb [3] victorpouliquen,discutent [3] discutent,question [3] concerne,tunisie [3] ictd_fr,soukaremmal [2] tweet,concerne [2] tunisie,mon [2] mon,ictd_fr [2] ictd_fr,blog Top Word Pairs in Tweet in G8:
[7] ãƒ,ム[4] ç,ºå [4] æ,æœ [2] æœ,æƒ [2] æƒ,šä [2] šä,æš [2] æš,ˆictï [2] ˆictï,æ [2] æ,ç [2] ç,ÿå Top Word Pairs in Tweet in G9:
[6] tools,teams [6] teams,use [6] use,foster [6] foster,creative [6] creative,#technology [6] #technology,product [6] product,development [6] development,greg_maly [6] greg_maly,#ict4d [5] daiglobal,tools Top Word Pairs in Tweet in G10:
[8] believe,#publicprivatepartnerships [8] #publicprivatepartnerships,ours [8] ours,nepad_agency [8] nepad_agency,vodacom [8] vodacom,answer [8] answer,achieving [7] mezzanine_ware,believe [7] achieving,_afâ [3] #ict4d,#changemakers [2] rooms,full Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G7:
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: