The graph represents a network of 401 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, 11 October 2021 at 03:02 UTC.
The requested start date was Monday, 11 October 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 12-day, 1-hour, 32-minute period from Monday, 27 September 2021 at 07:41 UTC to Saturday, 09 October 2021 at 09:13 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 : 401
Unique Edges : 309
Edges With Duplicates : 536
Total Edges : 845
Number of Edge Types : 5
Mentions : 250
Retweet : 195
MentionsInRetweet : 312
Tweet : 85
Replies to : 3
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0550660792951542
Reciprocated Edge Ratio : 0.104384133611691
Connected Components : 65
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 162
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.426775
Graph Density : 0.00298628428927681
Modularity : 0.544095
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 401 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, 11 October 2021 at 03:02 UTC.
The requested start date was Monday, 11 October 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 12-day, 1-hour, 32-minute period from Monday, 27 September 2021 at 07:41 UTC to Saturday, 09 October 2021 at 09:13 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:
[18] project,mind [18] mind,looks [18] looks,taxing [18] taxing,informal [18] informal,economies [18] economies,informal [18] informal,taxation [18] taxation,need [18] need,funding [18] funding,based Top Word Pairs in Tweet in G1:
[18] project,mind [18] mind,looks [18] looks,taxing [18] taxing,informal [18] informal,economies [18] economies,informal [18] informal,taxation [18] taxation,need [18] need,funding [18] funding,based Top Word Pairs in Tweet in G2:
[10] african,governments [10] governments,citizens [10] citizens,spar [10] spar,over [10] over,digital [10] digital,civic [10] civic,spaces [9] #ict4d,wayan_vota [9] spaces,adrnorg [9] adrnorg,guest Top Word Pairs in Tweet in G3:
[5] keeping,promise [5] promise,text [5] theory,information [5] information,systems [5] systems,south [5] south,web [4] silviahedley,keeping [4] text,critical [4] critical,theory Top Word Pairs in Tweet in G4:
[12] #globaldev,links [10] many,more [7] links,417 [7] 417,feat [7] aidnography,#globaldev [5] feat,mtemory2 [5] mtemory2,iokirod [5] iokirod,malinmobjork [5] malinmobjork,philjones7771 [5] philjones7771,kennedyodede Top Word Pairs in Tweet in G5:
[4] valencia,spain [3] fixed,term [3] ictd,digital [3] digital,core [3] core,valencia [2] betweenness,ict4d [2] ict4d,research [2] research,critically [2] critically,examining [2] examining,role Top Word Pairs in Tweet in G6:
[10] jesús,berdún [10] berdún,jss_ictd [10] jss_ictd,ticsalut [8] tiquepcp,jesús [8] save,date [8] omc,events [8] events,barcelona [8] barcelona,oct [8] oct,avellino [8] avellino,oct Top Word Pairs in Tweet in G7:
[9] children's,education [9] education,conflict [9] conflict,affected [9] affected,areas [7] series,children's [6] #ict4d,#edtech [5] areas,using [5] using,#frontierinsights [5] #frontierinsights,daiglobal [4] second,blog Top Word Pairs in Tweet in G8:
[5] last,mile [5] mobile,tech [4] fieldwork,during [4] during,pandemic [4] pandemic,mobile [4] tech,keeps [4] keeps,ops [4] ops,going [4] going,soilhaiti [4] soilhaiti,solidaridadnetw Top Word Pairs in Tweet in G9:
[12] advancing,#ict4d [10] smallholder,impact [10] impact,#agriculture [8] #ict4d,#sustainability [7] #sustainability,smallholder [7] #webinaralert,join [5] webinar,advancing [5] cropintech,#webinaralert [4] oct,30 [4] 30,pm Top Word Pairs in Tweet in G10:
[3] #data,mining [3] mining,catholicrelief [3] catholicrelief,using [3] using,find [3] find,thorolavsrud [2] crsnews,#data [2] responsible,digital [2] digital,skill [2] skill,building [2] building,org Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: