The graph represents a network of 248 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, 05 December 2022 at 04:30 UTC.
The requested start date was Monday, 05 December 2022 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 13-day, 0-hour, 4-minute period from Monday, 21 November 2022 at 08:13 UTC to Sunday, 04 December 2022 at 08:17 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 : 248
Unique Edges : 203
Edges With Duplicates : 280
Total Edges : 483
Number of Edge Types : 5
MentionsInRetweet : 184
Mentions : 120
Retweet : 109
Replies to : 8
Tweet : 62
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.064638783269962
Reciprocated Edge Ratio : 0.121428571428571
Connected Components : 57
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 29
Maximum Edges in a Connected Component : 91
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.119061
Graph Density : 0.00457098080188063
Modularity : 0.562553
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 248 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, 05 December 2022 at 04:30 UTC.
The requested start date was Monday, 05 December 2022 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 13-day, 0-hour, 4-minute period from Monday, 21 November 2022 at 08:13 UTC to Sunday, 04 December 2022 at 08:17 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:
[23] learning,portal [19] six,themes [19] two,years [19] see,ictdtax [19] making,glad [19] glad,see [19] themes,'tax [19] live,six [19] years,making [19] ictdtax,learning Top Word Pairs in Tweet in G1:
[23] learning,portal [19] making,glad [19] ictdtax,learning [19] see,ictdtax [19] portal,live [19] two,years [19] glad,see [19] themes,'tax [19] six,themes [19] years,making Top Word Pairs in Tweet in G2:
[3] #ict4djapan,#ict4d [2] regenerative,agriculture [2] システムデザイン編開催,情報に価値を生むシステムデザインとは [2] transformation,#digitaltransformation [2] #digitaltransformation,#ict4d [2] advisor,asia [2] care,#change [2] information,communication [2] #digitaltransformation,#regenerativeagriculture [2] デジタル技術と国際開発,オンラインコース Top Word Pairs in Tweet in G3:
[6] #globaldev,links [4] 462,feat [4] links,462 [4] many,more [2] craigpberry,brandaid_world [2] aidnography,#globaldev [2] gmasy,violazhouyi [2] prhho,gdblunt [2] feat,kelseytuoc [2] brandaid_world,archive Top Word Pairs in Tweet in G4:
[2] #ict4d,aficionados [2] #humanitarians,#ict4d [2] aficionados,heatherleson [2] heatherleson,jenniferchan7 [2] jenniferchan7,jos_berens [2] ibid,#humanitarians [2] jos_berens,stucampo [2] stucampo,gbueermann Top Word Pairs in Tweet in G5:
[6] global,health [4] know,start [4] impact,know [4] ict4d,global [4] more,accounts [4] follow,more [4] social,impact [4] health,social [4] accounts,ict4d [3] orgs,follow Top Word Pairs in Tweet in G6:
[10] changed,digital [10] donors,changed [10] digital,development [10] giving,thanks [7] wayan_vota,ict_works [5] iit,delhi [5] thanks,#ict4d [5] climate,resilience [5] vaani,iit [5] thanks,ict4d Top Word Pairs in Tweet in G7:
[8] jude,lubega [8] #comsteda19,keynote [8] professor,information [8] day,three [8] strand,prof [8] speaker,strand [8] lubega,professor [8] three,#comsteda19 [8] prof,jude [8] keynote,speaker Top Word Pairs in Tweet in G8:
[12] spreading,colorado [12] social,media [12] springs,shooting [12] colorado,springs [12] media,claiming [12] afpfactcheck,misinformation [12] shooting,social [12] misinformation,spreading [11] claiming,sh [11] billdmccarthy,afpfactcheck Top Word Pairs in Tweet in G9:
[2] #ict4d,mercycorps [2] #digital,#ict4d [2] #digitaldev,#digital [2] #digitaldevelopment,#digitaldev [2] mofaganepal,usaid [2] #bhakari,#digiawards [2] mercycorps,usaidsaveslives [2] #digiawards,#digitaldevelopment [2] usaidsaveslives,mofaganepal Top Word Pairs in Tweet in G10:
[5] sure,check [5] zanzibar,make [5] one,amazing [5] amazing,organizers [5] organizers,#pycontz2022 [5] openfn's,mtuchidev [5] hey,openfn's [5] year,zanzibar [5] make,sure [5] #pycontz2022,year Top Replied-To in Entire Graph:
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 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: