The graph represents a network of 191 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 18:45 UTC.
The requested start date was Monday, 23 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, 10-hour, 34-minute period from Monday, 09 May 2022 at 10:25 UTC to Sunday, 22 May 2022 at 21:00 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 : 191
Unique Edges : 148
Edges With Duplicates : 309
Total Edges : 457
Number of Edge Types : 4
Retweet : 121
MentionsInRetweet : 207
Mentions : 91
Tweet : 38
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0553191489361702
Reciprocated Edge Ratio : 0.104838709677419
Connected Components : 31
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 93
Maximum Edges in a Connected Component : 285
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.08465
Graph Density : 0.00683383852300909
Modularity : 0.486969
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 191 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 18:45 UTC.
The requested start date was Monday, 23 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, 10-hour, 34-minute period from Monday, 09 May 2022 at 10:25 UTC to Sunday, 22 May 2022 at 21:00 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 : #data4good
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:
[35] advisory,board [35] board,member [27] data,powerful [27] powerful,force [27] force,insights [27] insights,discovery [27] discovery,#digitaltransformation [27] #digitaltransformation,#machinelearning [27] #machinelearning,powers [27] powers,good Top Word Pairs in Tweet in G1:
[25] data,powerful [25] powerful,force [25] force,insights [25] insights,discovery [25] discovery,#digitaltransformation [25] #digitaltransformation,#machinelearning [25] #machinelearning,powers [25] powers,good [25] good,side [23] kirkdborne,data Top Word Pairs in Tweet in G2:
[3] #data4good,#aiforgood [2] next,#datadialogues [2] #datadialogues,assam [2] assam,presentation [2] presentation,dr [2] dr,kripal [2] kripal,mazumbar [2] mazumbar,sdma_assam [2] sdma_assam,discussing [2] discussing,various Top Word Pairs in Tweet in G3:
[33] advisory,board [33] board,member [22] representative,global [22] global,advisory [22] member,cmngounou [11] great,panel [11] panel,including [11] including,thisisplace [11] thisisplace,#africa [11] #africa,representative Top Word Pairs in Tweet in G4:
[5] carlos_santiso,#data4good [5] #data4good,good [5] good,open [5] open,data [5] data,use [5] use,accountability [5] accountability,check [5] check,global [5] global,data [5] data,barometer Top Word Pairs in Tweet in G5:
[9] zip,code [6] data,profile [6] profile,zip [3] faqs,zip [3] #data4good,#knowledge [3] #data4good,#insight [2] numina,needs [2] needs,couple [2] couple,nerds [2] nerds,software Top Word Pairs in Tweet in G6:
[2] #data,drive [2] drive,massive [2] massive,change [2] change,join [2] join,laurentcerveau [2] laurentcerveau,cto [2] cto,wetradelocal [2] wetradelocal,today [2] today,11h15 [2] 11h15,changenow Top Word Pairs in Tweet in G7:
[7] interested,having [7] having,#openinfra [7] #openinfra,offering [7] offering,listed [7] listed,investinopen [7] investinopen,catalog [7] catalog,open [7] open,infrastructure [7] infrastructure,services [6] kaythaney,interested Top Word Pairs in Tweet in G8:
[2] ask,jj_mllr [2] jj_mllr,bring [2] bring,small [2] small,correlaid [2] correlaid,roll [2] roll,suitcase [2] suitcase,scale [2] scale,#wiesbadendatatakeover [2] #wiesbadendatatakeover,#data4good Top Word Pairs in Tweet in G9:
[5] non,profit [5] profit,sector [5] sector,britdataawards [3] really,excited [3] excited,finalists [3] finalists,non [3] britdataawards,evening [3] evening,ambassador [3] ambassador,madspinks [2] data_orchard,really Top Word Pairs in Tweet in G10:
[2] nimhgov,summary [2] summary,deptvetaffairs [2] deptvetaffairs,work [2] work,demonstrates [2] demonstrates,improvements [2] improvements,#veterans [2] #veterans,highest [2] highest,risk [2] risk,#suicide 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: