The graph represents a network of 131 Twitter users whose recent tweets contained "EmCollective", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 20 March 2019 at 20:52 UTC.
The tweets in the network were tweeted over the 9-day, 2-hour, 8-minute period from Monday, 11 March 2019 at 18:26 UTC to Wednesday, 20 March 2019 at 20:34 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 : 131
Unique Edges : 200
Edges With Duplicates : 109
Total Edges : 309
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0669642857142857
Reciprocated Edge Ratio : 0.125523012552301
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 128
Maximum Edges in a Connected Component : 306
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.804296
Graph Density : 0.0140340575455079
Modularity : 0.533004
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[9] investigative,journalists [9] emcollective,arraynow [8] happens,bring [8] bring,together [8] together,investigative [8] journalists,community [8] community,organizers [8] organizers,entrepreneurs [8] entrepreneurs,artists [8] ava,xqamerica Top Word Pairs in Tweet in G1:
[9] investigative,journalists [8] happens,bring [8] bring,together [8] together,investigative [8] journalists,community [8] community,organizers [8] organizers,entrepreneurs [8] entrepreneurs,artists [7] dream,promise [7] promise,act Top Word Pairs in Tweet in G2:
[9] emcollective,arraynow [8] ava,xqamerica [8] xqamerica,emcollective [2] xqlive,hits [2] hits,california [2] california,first [2] first,stop [2] stop,san [2] san,diego [2] diego,popupmag Top Word Pairs in Tweet in G3:
[3] listen,share [3] share,d [3] d,love [3] love,thoughts [3] thoughts,drbrianstanley [3] drbrianstanley,edcitizen [3] edcitizen,mr_ankrum [3] mr_ankrum,selmekki [3] selmekki,realtalkgwens [3] realtalkgwens,dnas Top Word Pairs in Tweet in G4:
[5] walking,through [5] through,data [5] data,recent [5] recent,policies [5] policies,understand [5] understand,u [5] u,s [5] s,visa [5] visa,numbers [5] numbers,down Top Word Pairs in Tweet in G5:
[2] edweekcomm,hm [2] hm,everyone [2] everyone,promises [2] promises,big [2] big,ideas [2] ideas,though [2] though,issue [2] issue,delivering [2] reimaginehedu,masseducation [2] masseducation,massdhe Top Word Pairs in Tweet in G6:
[4] asked,lightfootforchi [4] lightfootforchi,toniforchicago [4] toniforchicago,increase [4] increase,opportunities [4] opportunities,justice [4] justice,involved [4] involved,youth [4] youth,take [4] take,2 [3] mayoral,candidates Top Word Pairs in Tweet in G7:
[4] flamboyanpr,yoyo_ma [4] yoyo_ma,chefjoseandres [4] chefjoseandres,wckitchen [4] wckitchen,emcollective [4] emcollective,pr [3] join,flamboyanpr [3] pr,saturday [3] saturday,revitalizing [3] revitalizing,power [2] puerto,rico Top Word Pairs in Tweet in G8:
[2] celebrating,wlapcs [2] wlapcs,student [2] student,jerome's [2] jerome's,xolbron [2] xolbron,advocacy [2] advocacy,protection [2] protection,water [2] water,peter [2] peter,gross [2] gross,official Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G4:
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Top Tweeters in G9:
Top Tweeters in G10: