The graph represents a network of 394 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, 06 September 2021 at 03:02 UTC.
The requested start date was Monday, 06 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 12-day, 21-hour, 11-minute period from Monday, 23 August 2021 at 07:26 UTC to Sunday, 05 September 2021 at 04:38 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 : 394
Unique Edges : 286
Edges With Duplicates : 516
Total Edges : 802
Number of Edge Types : 5
Retweet : 213
MentionsInRetweet : 289
Mentions : 209
Tweet : 75
Replies to : 16
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.0353982300884956
Reciprocated Edge Ratio : 0.0683760683760684
Connected Components : 65
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 43
Maximum Edges in a Connected Component : 123
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.409852
Graph Density : 0.00302243577323982
Modularity : 0.566258
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 394 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, 06 September 2021 at 03:02 UTC.
The requested start date was Monday, 06 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 12-day, 21-hour, 11-minute period from Monday, 23 August 2021 at 07:26 UTC to Sunday, 05 September 2021 at 04:38 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:
[48] next,step [48] step,#digital [48] #digital,#bangladesh [48] #bangladesh,building [48] building,#cashless [48] #cashless,society [48] society,ensure [48] ensure,transparency [48] transparency,accountability [48] accountability,mobility Top Word Pairs in Tweet in G1:
[16] #tax,#treaties [14] lower,income [14] income,countries [9] ictdtax,ictd_fr [6] thanks,ictdtax [6] ictd_fr,publication [6] publication,#tax [6] #treaties,#mfn [6] #mfn,#taxtwitter [5] #callforproposal,seeking Top Word Pairs in Tweet in G2:
[48] next,step [48] step,#digital [48] #digital,#bangladesh [48] #bangladesh,building [48] building,#cashless [48] #cashless,society [48] society,ensure [48] ensure,transparency [48] transparency,accountability [48] accountability,mobility Top Word Pairs in Tweet in G3:
[37] cfp,ictd2022 [37] seattle,wa [35] deadline,jan [35] jan,15 [21] plz,cfp [21] ictd2022,deadline [21] 15,aoe [21] aoe,conference [21] conference,take [21] take,place Top Word Pairs in Tweet in G4:
[10] internet,freedom [7] apply,300 [7] 300,000 [7] 000,#opensource [7] #opensource,internet [7] freedom,initiatives [7] initiatives,#ict4d [7] #ict4d,wayan_vota [7] #ict4d,ict_works [5] fortuny,apply Top Word Pairs in Tweet in G5:
[4] information,communication [3] communication,technologies [2] ictd,digital [2] tax,treaties [2] lower,income [2] income,countries [2] sep,ict4d [2] ict4d,meet [2] meet,important [2] important,currently Top Word Pairs in Tweet in G6:
[7] #globaldev,links [4] aidnography,#globaldev [4] links,feat [3] links,m_older [3] m_older,colleendaniels8 [3] colleendaniels8,s_ristovska [3] s_ristovska,jacobkushner [3] jacobkushner,archive [2] feat,claudie_l [2] claudie_l,alicemakepeace Top Word Pairs in Tweet in G8:
[2] spacexstarlink,service [2] service,#cuba [2] #cuba,benefit [2] benefit,cuban [2] cuban,people [2] people,spacex [2] spacex,elonmusk [2] elonmusk,offer [2] offer,starlink Top Word Pairs in Tweet in G9:
[12] dr,andrew [12] andrew,karlyn [9] tech,driver [9] driver,development [8] karlyn,sr [8] sr,advisor [8] advisor,living_goods [8] living_goods,highlights [8] highlights,tech [8] development,including Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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: