The graph represents a network of 533 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, 25 January 2021 at 03:25 UTC.
The requested start date was Monday, 25 January 2021 at 01:01 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, 4-hour, 54-minute period from Monday, 11 January 2021 at 06:20 UTC to Saturday, 23 January 2021 at 11:15 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 : 533
Unique Edges : 643
Edges With Duplicates : 936
Total Edges : 1579
Number of Edge Types : 5
Mentions : 502
Retweet : 319
MentionsInRetweet : 610
Tweet : 119
Replies to : 29
Self-Loops : 122
Reciprocated Vertex Pair Ratio : 0.08
Reciprocated Edge Ratio : 0.148148148148148
Connected Components : 54
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 310
Maximum Edges in a Connected Component : 1137
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.474091
Graph Density : 0.00342789431364528
Modularity : 0.516325
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 533 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, 25 January 2021 at 03:25 UTC.
The requested start date was Monday, 25 January 2021 at 01:01 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, 4-hour, 54-minute period from Monday, 11 January 2021 at 06:20 UTC to Saturday, 23 January 2021 at 11:15 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:
[41] resilient,ict4d [38] call,papers [36] partnerships,conference [27] ifip,conference [26] conference,resilient [24] digital,development [23] submission,deadline [23] virtual,ifip [21] global,digital [21] #ict4d,partnerships Top Word Pairs in Tweet in G1:
[32] partnerships,conference [19] #ict4d,partnerships [12] ict4dconference,partnerships [8] callahancrs,president [8] president,ceo [8] ceo,catholicrelief [7] curious,#ai [7] #ai,#machinelearning [7] #machinelearning,partnerships [7] partnerships,social Top Word Pairs in Tweet in G2:
[40] resilient,ict4d [37] call,papers [25] conference,resilient [24] ifip,conference [22] submission,deadline [20] virtual,ifip [18] paper,submission [16] papers,first [16] first,virtual [16] ict4d,today Top Word Pairs in Tweet in G3:
[11] recent,years [11] years,#tunisia [11] #tunisia,#morocco [11] #morocco,passed [11] passed,laws [11] laws,simplify [11] simplify,registration [11] registration,taxation [11] taxation,#informal [11] #informal,workers Top Word Pairs in Tweet in G4:
[12] education,marginalised [11] last,mile [10] more,read [10] read,itu [10] itu,last [10] mile,internet [10] internet,connectivity [10] connectivity,solutions [10] solutions,guide [10] guide,authors Top Word Pairs in Tweet in G5:
[8] techforgoodtv,ict4d_ldn [6] deepgreenvc,posi2ive [6] bg_ventures,techforgoodtv [6] ict4d_ldn,joinclubhouse [5] joinclubhouse,barcinno [5] discussing,impact [5] impact,investing [5] investing,vc [5] vc,corporates [5] corporates,founders Top Word Pairs in Tweet in G6:
[11] #globaldev,links [11] links,390 [11] 390,feat [8] year,#globaldev [6] aidnography,year [5] feat,lisa_cornish [5] lisa_cornish,advasal [5] advasal,kerenweitzberg [5] kerenweitzberg,stephenrhowes [5] stephenrhowes,scepticalranil Top Word Pairs in Tweet in G7:
[2] department,information [2] information,communication [2] communication,technology [2] technology,ictd [2] ictd,job [2] job,circular [2] circular,2021 [2] #vetwiz,#livestockdiseasesurveillance [2] #livestockdiseasesurveillance,#ict4d [2] তর,ণ Top Word Pairs in Tweet in G8:
[16] digital,development [14] please,rsvp [14] rsvp,global [14] global,digital [14] development,forum [14] forum,2021 [14] 2021,commitment [14] commitment,global [10] apply,million [7] solutions,#ict4d Top Word Pairs in Tweet in G9:
[4] global,digital [4] digital,development [4] development,forum [3] friends,thrilled [3] thrilled,launching [3] launching,global [3] forum,gddf [3] gddf,partnership [3] partnership,usaid [3] #ict4d,#globaldev 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 G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: