The graph represents a network of 386 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, 07 December 2020 at 03:26 UTC.
The requested start date was Monday, 07 December 2020 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 11-day, 16-hour, 5-minute period from Monday, 23 November 2020 at 08:29 UTC to Saturday, 05 December 2020 at 00:34 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 : 386
Unique Edges : 365
Edges With Duplicates : 591
Total Edges : 956
Number of Edge Types : 5
Retweet : 222
MentionsInRetweet : 360
Tweet : 124
Mentions : 244
Replies to : 6
Self-Loops : 128
Reciprocated Vertex Pair Ratio : 0.0773809523809524
Reciprocated Edge Ratio : 0.143646408839779
Connected Components : 57
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 200
Maximum Edges in a Connected Component : 620
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.23418
Graph Density : 0.0036538590942736
Modularity : 0.527996
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 386 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, 07 December 2020 at 03:26 UTC.
The requested start date was Monday, 07 December 2020 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 11-day, 16-hour, 5-minute period from Monday, 23 November 2020 at 08:29 UTC to Saturday, 05 December 2020 at 00:34 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:
[31] ãƒ,ム[26] covid,19 [21] learn,more [15] education,marginalised [15] #livestockfarmers,#ict4d [13] dec,10 [13] scholarships,phd [13] phd,including [13] including,#ict4d [13] #ict4d,study Top Word Pairs in Tweet in G1:
[11] collaborated,openbudgets [11] openbudgets,conduct [11] conduct,scan [11] scan,civil [11] civil,society [11] society,organisations [11] organisations,working [11] working,#tax [11] #tax,issues [11] issues,171 Top Word Pairs in Tweet in G2:
[13] education,marginalised [10] marginalised,covid [10] covid,19 [9] audio,recording [7] latest,audio [7] report,education [7] globaledtechhub,education [5] #edtech,#ict4d [4] gratitude,professor [4] professor,timunwin Top Word Pairs in Tweet in G3:
[13] phd,positions [13] scholarships,phd [13] phd,including [13] including,#ict4d [13] #ict4d,study [13] study,manchester [13] manchester,looking [13] looking,candidates [13] candidates,distinction [13] distinction,70 Top Word Pairs in Tweet in G4:
[8] health,data [8] #ict4d,wayan_vota [8] wayan_vota,ict_works [5] covid,19 [5] 2020,challenging [5] challenging,#ict4d [5] #ict4d,space [5] space,join [5] join,december [5] december,2020 Top Word Pairs in Tweet in G5:
[9] #ict4d2020,webinar [8] webinar,dec [8] dec,10 [7] review,preview [7] preview,#emergingtech [7] #emergingtech,accelerated [7] accelerated,#covid19 [6] 10,review [6] #covid19,ai [6] ai,africa Top Word Pairs in Tweet in G6:
[10] #digitalhealth,#mhealth [6] #mhealth,#ehealth [6] #ehealth,#ict4d [5] miss,galnurko's [5] galnurko's,lightning [5] lightning,talk [5] talk,#gdhf2020 [5] #gdhf2020,more [5] more,#digitalhealth [5] learn,more Top Word Pairs in Tweet in G7:
[8] #globaldev,links [6] links,385 [6] 385,feat [6] many,more [5] feat,gobezmedia [5] gobezmedia,themrise [5] themrise,nkmalazai [5] nkmalazai,gchelwa [5] gchelwa,marioshmidt [5] marioshmidt,many Top Word Pairs in Tweet in G8:
[5] ø,ù [3] olá,developers [3] developers,estamos [3] codeclass,mpesa [3] mpesa,ruby [3] ù,ø [3] ãƒ,ム[3] ãƒ,トè [2] ruby,sdk [2] #payments,#paymentsds Top Word Pairs in Tweet in G9:
[5] 5pm,utc [4] co,founders [4] founders,alex_tyers [4] alex_tyers,rondaz_g [4] rondaz_g,lovingly [4] lovingly,produce [4] produce,newsletter [4] newsletter,bimonthly [4] bimonthly,already [4] already,subscribed Top Word Pairs in Tweet in G10:
[15] #livestockfarmers,#ict4d [12] #ict4d,#sustainableagriculture [12] #sustainableagriculture,#smalholderfarming [12] #smalholderfarming,#agriculture [10] #agriculture,#naijastartup [10] #naijastartup,#techstartup [7] #techstartup,#sdgs [7] #sdgs,#veterinarymedicine [7] #livestock,#agro [7] #instavet,#vetclinic Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G9:
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: