The graph represents a network of 353 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, 27 September 2021 at 03:01 UTC.
The requested start date was Monday, 27 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, 1-hour, 4-minute period from Monday, 13 September 2021 at 08:29 UTC to Sunday, 26 September 2021 at 09:34 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 : 353
Unique Edges : 271
Edges With Duplicates : 495
Total Edges : 766
Number of Edge Types : 5
Tweet : 78
Retweet : 175
MentionsInRetweet : 278
Mentions : 225
Replies to : 10
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0976863753213368
Reciprocated Edge Ratio : 0.177985948477752
Connected Components : 67
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 102
Maximum Edges in a Connected Component : 309
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.863736
Graph Density : 0.00343645377285604
Modularity : 0.517947
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 353 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, 27 September 2021 at 03:01 UTC.
The requested start date was Monday, 27 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, 1-hour, 4-minute period from Monday, 13 September 2021 at 08:29 UTC to Sunday, 26 September 2021 at 09:34 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:
[19] andrejcisneros,paper [18] ict4d,research [16] participatory,research [13] digital,technologies [13] technologies,participatory [11] paper,titled [11] titled,betweenness [11] betweenness,ict4d [11] research,critically [11] critically,examining Top Word Pairs in Tweet in G1:
[8] tv,show [8] show,pitch [8] pitch,using [8] save,world [6] activist,tv [6] wayan_vota,ict_works [4] using,#ict4d [4] #ict4d,save [4] using,ict4d [4] ict4d,save Top Word Pairs in Tweet in G2:
[6] mobile,tech [5] ops,going [5] soilhaiti,solidaridadnetw [5] solidaridadnetw,solar_sister [4] #digitaldai,#ict4d [4] sistema_bio,#ict4d [4] clean,water [4] last,mile [4] fieldwork,during [4] during,pandemic Top Word Pairs in Tweet in G3:
[17] andrejcisneros,paper [14] ict4d,research [10] paper,open [10] open,access [10] access,found [10] found,trying [10] trying,explore [10] explore,means [9] paper,titled [9] titled,betweenness Top Word Pairs in Tweet in G4:
[10] tax,treaties [8] today's,newsletter [8] newsletter,discover [8] discover,#data [8] #data,over [8] over,500 [8] 500,#tax [8] #tax,treaties [8] treaties,using [8] using,brand Top Word Pairs in Tweet in G5:
[10] siidgroup,ddi [7] hybrid,#ict4dnorth [6] register,dsa_org [6] dsa_org,2021 [6] 2021,summer [6] summer,school [6] school,deadline [6] deadline,sep [6] sep,26 [6] 26,sponsored Top Word Pairs in Tweet in G6:
[8] #globaldev,links [5] aidnography,#globaldev [5] links,416 [5] 416,feat [3] feat,annegreetottow [3] annegreetottow,hebajournalist [3] hebajournalist,richardgowan1 [3] richardgowan1,desibility [3] desibility,eyalpress [3] links,415 Top Word Pairs in Tweet in G7:
[3] valencia,spain [2] #ict4d,#digitaldevelopment [2] kh,saad [2] smallholder,impact [2] 30,30 [2] 30,pm [2] pm,eat [2] eat,00 [2] 00,00 [2] 00,pm Top Word Pairs in Tweet in G8:
[6] building,#africa [6] #africa,partnering [6] partnering,upscale [6] upscale,#innovation [6] #innovation,technology [6] technology,continent [6] continent,#womenintech [5] lochoffs,building [5] #womenintech,#ag [4] #govtech,#cybersecurity Top Word Pairs in Tweet in G9:
[14] participatory,research [11] digital,technologies [11] technologies,participatory [6] massive,online [6] online,citizen [5] citizen,research [5] last,chance [5] chance,register [5] register,today's [5] today's,event Top Word Pairs in Tweet in G10:
[5] gif,excited [5] excited,announce [5] announce,5m [5] 5m,investment [5] investment,joinviamo [5] joinviamo,supporting [5] supporting,organisations [5] organisations,reach [5] reach,vulnerable [4] globalinnovfund,gif Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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 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: