The graph represents a network of 730 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, 21 June 2021 at 03:02 UTC.
The requested start date was Monday, 21 June 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, 6-hour, 3-minute period from Monday, 07 June 2021 at 03:02 UTC to Sunday, 20 June 2021 at 09:05 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 : 730
Unique Edges : 525
Edges With Duplicates : 1496
Total Edges : 2021
Number of Edge Types : 5
Tweet : 142
Retweet : 633
MentionsInRetweet : 875
Replies to : 31
Mentions : 340
Self-Loops : 142
Reciprocated Vertex Pair Ratio : 0.0804953560371517
Reciprocated Edge Ratio : 0.148997134670487
Connected Components : 69
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 438
Maximum Edges in a Connected Component : 1466
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.592531
Graph Density : 0.00196741642708157
Modularity : 0.462407
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 730 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, 21 June 2021 at 03:02 UTC.
The requested start date was Monday, 21 June 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, 6-hour, 3-minute period from Monday, 07 June 2021 at 03:02 UTC to Sunday, 20 June 2021 at 09:05 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:
[119] part,research [115] taking,part [106] research,study [104] happens,research [104] study,find [100] considered,taking [100] research,watch [100] watch,animation [100] animation,happens [55] nihrtakepart,considered Top Word Pairs in Tweet in G1:
[27] tax,development [22] ictdtax,looking [22] looking,talented [16] interested,#learning [16] #learning,#research [16] #research,#tax [16] #tax,#development [16] #development,accepting [16] accepting,applications [16] applications,#course Top Word Pairs in Tweet in G2:
[55] part,research [48] taking,part [44] research,study [42] happens,research [42] study,find [40] considered,taking [40] research,watch [40] watch,animation [40] animation,happens [34] nihrresearch,considered Top Word Pairs in Tweet in G3:
[67] taking,part [64] part,research [62] happens,research [62] research,study [62] study,find [60] considered,taking [60] research,watch [60] watch,animation [60] animation,happens [53] nihrtakepart,considered Top Word Pairs in Tweet in G4:
[9] claud_lim,digiprinciples [9] aidevolved,sonja_ict4d [9] sonja_ict4d,ict4dconference [8] ict4dconference,ilsr [7] everyone,reading [7] reading,ict4d [7] ict4paul,claud_lim [6] ilsr,communitynets [6] digiprinciples,aidevolved [5] #dataprotection,cash Top Word Pairs in Tweet in G5:
[15] open,access [11] information,systems [11] conference,proceedings [11] #ict4d,research [11] acm,compass [8] 82,open [8] access,papers [8] papers,current [8] current,#ict4d [8] research,recent Top Word Pairs in Tweet in G6:
[17] decoding,digital [17] digital,democracy [17] democracy,africa [17] africa,collection [17] collection,essays [17] essays,free [17] free,download [17] download,edited [17] edited,fromagehomme [17] fromagehomme,lasergabi Top Word Pairs in Tweet in G7:
[9] #digitaldai,reading [9] reading,#technology [9] #technology,#ethics [9] #ethics,#ict4d [9] #ict4d,#ai [9] #ai,gratiana_fu [8] daiglobal,#digitaldai [8] gratiana_fu,# [4] kate_heuisler,interviews [4] interviews,voneat Top Word Pairs in Tweet in G8:
[10] research,positions [10] research,career [8] next,week [8] week,hosting [8] hosting,research [8] career,information [8] information,sessions [8] sessions,share [8] share,more [8] more,six Top Word Pairs in Tweet in G9:
[26] technology,simply [26] simply,tool [26] tool,without [26] without,appropriate [26] appropriate,integration [26] integration,result [26] result,effective [26] effective,#learning [26] #learning,blog [24] wbg_education,technology Top Word Pairs in Tweet in G10:
[2] asce,international [2] international,conference [2] conference,#transportation [2] #transportation,#safety [2] #safety,#visionzero [2] senior,business [2] business,relationships [2] relationships,manager [2] manager,emergency [2] emergency,programmes Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: