The graph represents a network of 222 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, 12 December 2022 at 04:30 UTC.
The requested start date was Monday, 12 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 10-day, 14-hour, 59-minute period from Monday, 28 November 2022 at 02:58 UTC to Thursday, 08 December 2022 at 17:57 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 : 222
Unique Edges : 181
Edges With Duplicates : 279
Total Edges : 460
Number of Edge Types : 5
Retweet : 111
MentionsInRetweet : 187
Mentions : 125
Tweet : 31
Replies to : 6
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0775193798449612
Reciprocated Edge Ratio : 0.143884892086331
Connected Components : 40
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 129
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.186702
Graph Density : 0.00566629978394684
Modularity : 0.541659
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 222 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, 12 December 2022 at 04:30 UTC.
The requested start date was Monday, 12 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 10-day, 14-hour, 59-minute period from Monday, 28 November 2022 at 02:58 UTC to Thursday, 08 December 2022 at 17:57 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:
[24] learning,portal [20] six,themes [20] portal,live [20] two,years [20] #automation,#digitalization [20] making,glad [20] case,studies [20] recently,released [20] released,leveraging [20] #precision,#agriculture Top Word Pairs in Tweet in G1:
[24] learning,portal [20] see,ictdtax [20] six,themes [20] ictdtax,learning [20] portal,live [20] two,years [20] live,six [20] making,glad [20] years,making [20] themes,'tax Top Word Pairs in Tweet in G2:
[4] still,time [4] happening,thursday [4] december,still [4] register,salvationarmyus [4] time,register [4] thursday,december [3] heatherleson,jenniferchan7 [3] nethope_org,happening [3] salvationarmyus,westerâ [2] #humanitarians,#ict4d Top Word Pairs in Tweet in G3:
[20] released,leveraging [20] evidence,case [20] #automation,#digitalization [20] #agriculture,evidence [20] case,studies [20] leveraging,#automation [20] recently,released [20] #digitalization,#precision [20] #precision,#agriculture [19] iapad,recently Top Word Pairs in Tweet in G4:
[6] #globaldev,links [6] many,more [4] links,464 [4] 464,feat [2] aidnography,#globaldev [2] bbhuttozardari,terencewoodnz [2] may_darwich,mukeshkapila [2] e_charani,bbhuttozardari [2] links,463 [2] feat,knr21_cam Top Word Pairs in Tweet in G5:
[2] know,start [2] impact,know [2] ict4d,global [2] more,accounts [2] usaidsaveslives,mofaganepal [2] #digital,#ict4d [2] #digitaldev,#digital [2] follow,more [2] social,impact [2] health,social Top Word Pairs in Tweet in G6:
[3] digital,divide [2] regenerative,agriculture [2] transformation,#digitaltransformation [2] #digitaltransformation,#regenerativeagriculture [2] agriculture,digital [2] #regenerativeagriculture,#ict4d [2] digital,transformation [2] #digitaldivide,#ict4d [2] digital,development [2] pakistan's,digital Top Word Pairs in Tweet in G7:
[8] sure,check [6] #pycontz2022,year [6] amazing,organizers [6] hey,openfn's [6] mtuchidev,one [6] organizers,#pycontz2022 [6] openfn's,mtuchidev [6] year,zanzibar [6] make,sure [6] one,amazing Top Word Pairs in Tweet in G8:
[7] job,applications [7] ss3634,cornell [7] tt,postdoc [7] applications,plz [7] plz,suggest [7] currently,submitting [7] dm,ss3634 [7] positions,dm [7] submitting,job [7] cornell,edu Top Word Pairs in Tweet in G9:
[3] ambitious,visionary [3] space,happens [3] smart,powerful [3] watch,space [3] happens,smart [3] visionary,women [3] come,together [3] together,impact [3] women,come [3] powerful,ambitious Top Word Pairs in Tweet in G10:
[3] marc_raboy,bartcammaerts [3] alison_gillwald,marc_raboy [3] wonderful,celebrate [3] marcelle,hopeton [3] celebrate,utsharon [3] utsharon,alison_gillwald [3] gillian,marcelle [3] bartcammaerts,gillian [2] dorotheakleine,wonderful [2] hopeton,dunnâ Top Replied-To in Entire Graph:
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: