The graph represents a network of 572 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, 09 May 2022 at 03:31 UTC.
The requested start date was Monday, 09 May 2022 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, 25-minute period from Monday, 25 April 2022 at 06:50 UTC to Sunday, 08 May 2022 at 08:15 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 : 572
Unique Edges : 507
Edges With Duplicates : 1010
Total Edges : 1517
Number of Edge Types : 5
Retweet : 366
MentionsInRetweet : 589
Mentions : 379
Tweet : 143
Replies to : 40
Self-Loops : 150
Reciprocated Vertex Pair Ratio : 0.0801033591731266
Reciprocated Edge Ratio : 0.148325358851675
Connected Components : 67
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 289
Maximum Edges in a Connected Component : 1062
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.544091
Graph Density : 0.00255961201670484
Modularity : 0.491256
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 572 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, 09 May 2022 at 03:31 UTC.
The requested start date was Monday, 09 May 2022 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, 25-minute period from Monday, 25 April 2022 at 06:50 UTC to Sunday, 08 May 2022 at 08:15 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:
[68] digital,development [31] #ict4d,#malaria [29] global,digital [28] development,forum [28] #malaria,elimination [28] elimination,conference [24] web,app [24] app,development [24] ict,development [23] cost,web Top Word Pairs in Tweet in G1:
[41] digital,development [24] global,digital [24] development,forum [14] community,driven [13] #gddf2022,begins [13] wonâ,miss [13] miss,moment [13] moment,community [13] usaid,chemonics [13] chemonics,deloitte Top Word Pairs in Tweet in G2:
[12] adaptcentre,tcddublin [10] looking,forward [10] #ict4d,research [9] amazing,work [9] cathyroc,ikwunneari [9] re,reading [9] reading,excellent [9] excellent,paper [9] paper,silviahedley [9] silviahedley,whether Top Word Pairs in Tweet in G3:
[31] #ict4d,#malaria [28] #malaria,elimination [28] elimination,conference [14] conference,week [11] virtual,#ict4d [9] #ict4d,#digitaltransformation [9] listen,keynote [9] keynote,speeches [9] speeches,sonachi [9] sonachi,ezeiru Top Word Pairs in Tweet in G4:
[5] machine,learning [4] pti,jhanday [3] arslan_ict4d,student [3] student,aammar_tufail [3] aammar_tufail,learned [3] learned,python [3] python,machine [3] learning,90 [3] 90,days [3] days,competing Top Word Pairs in Tweet in G5:
[6] interviews,benjimeltzer [6] benjimeltzer,aerobotics_intl [6] aerobotics_intl,#drone [6] #drone,technology [6] technology,impact [4] impact,#digital [4] #digital,tools [4] tools,#climate [3] #ict4d,#digitaldai [3] #digitaldai,interviews Top Word Pairs in Tweet in G6:
[7] looking,senior [7] senior,communications [7] communications,consultant [7] consultant,join [7] join,#digitax [7] #digitax,programme [7] programme,lead [5] lead,design [5] closing,soon [5] soon,looking Top Word Pairs in Tweet in G7:
[7] #globaldev,links [5] many,more [4] links,442 [4] 442,feat [3] links,443 [3] 443,feat [2] feat,lmmuelli [2] lmmuelli,riannedekker_ [2] riannedekker_,dr_lata_n [2] dr_lata_n,cinveen Top Word Pairs in Tweet in G8:
[9] digital,rights [5] ãƒ,ム[3] interested,protect [3] protect,uphold [3] uphold,digital [3] rights,research [3] research,digital [3] rights,framework [3] framework,using [3] using,digital Top Word Pairs in Tweet in G9:
[17] interested,#opensource [17] #opensource,education [17] education,training [17] training,join [17] join,linux [17] linux,professional [17] professional,institute [17] institute,lpi [17] lpi,east [17] east,africa Top Word Pairs in Tweet in G10:
[8] piece,brilliant [8] brilliant,tinhinanel [8] tinhinanel,huawei [8] huawei,investment [8] investment,north [8] north,africa [8] africa,lse_id [8] lse_id,roapejournal [7] balootiful,piece 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 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 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: