The graph represents a network of 683 Twitter users whose recent tweets contained "ARNOVA OR ARNOVA19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 25 November 2019 at 10:22 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 35-minute period from Saturday, 16 November 2019 at 04:54 UTC to Monday, 25 November 2019 at 09:30 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 : 683
Unique Edges : 2419
Edges With Duplicates : 2495
Total Edges : 4914
Number of Edge Types : 4
Replies to : 367
Mentions : 3219
Retweet : 1011
Tweet : 317
Self-Loops : 320
Reciprocated Vertex Pair Ratio : 0.129992464204974
Reciprocated Edge Ratio : 0.230076692230744
Connected Components : 28
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 641
Maximum Edges in a Connected Component : 4861
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.838842
Graph Density : 0.00643830264101364
Modularity : 0.324084
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 683 Twitter users whose recent tweets contained "ARNOVA OR ARNOVA19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 25 November 2019 at 10:22 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 35-minute period from Saturday, 16 November 2019 at 04:54 UTC to Monday, 25 November 2019 at 09:30 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 : TwitterSearch
Graph Term : ARNOVA OR ARNOVA19
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:
[149] arnova,#arnova19 [101] san,diego [58] looking,forward [57] arnova,conference [53] attending,#arnova19 [39] #arnova19,conference [33] fellowship,program [33] opening,plenary [32] leadership,transition [32] transition,fellowship Top Word Pairs in Tweet in G1:
[47] arnova,#arnova19 [39] san,diego [35] attending,#arnova19 [31] looking,forward [24] center,room [22] arnova,conference [19] opening,plenary [19] call,papers [19] nonprofit,studies [18] #arnova19,conference Top Word Pairs in Tweet in G2:
[23] san,diego [20] arnova,#arnova19 [16] aspanational,arnova [16] #arnova19,conference [14] arnova,conference [11] #arnova19,iuphilanthropy [10] professional,development [10] utdallaspa,arnova [10] looking,forward [10] arnova,staciwithaz Top Word Pairs in Tweet in G3:
[73] arnova,#arnova19 [23] san,diego [14] arnova,conference [14] looking,forward [11] first,time [9] au_spa,au_mpampp [8] doctoral,fellows [8] opening,plenary [8] meeting,#arnova19 [8] thank,arnova Top Word Pairs in Tweet in G4:
[10] caitlinmcmullin,arnova_ess [9] arnova,noahisserman [8] cm__chapman,arnova [7] carl,milofsky [6] rudney,memorial [6] well,deserved [5] arnova,#arnova19 [5] access,entire [5] entire,archive [5] archive,free Top Word Pairs in Tweet in G5:
[27] leadership,transition [27] transition,fellowship [27] fellowship,program [25] ngo,leadership [23] arnova,arocsa1 [21] arocsa1,fordfoundation [21] fordfoundation,momentswithbren [21] momentswithbren,sustyvibes [21] sustyvibes,julietkego [20] african,ngo Top Word Pairs in Tweet in G6:
[15] arnova,criticalarnova [15] criticalarnova,arnova_ess [9] femnetprog,chundasombo [8] sharing,genderlinks [8] genderlinks,story [8] story,#fundraising [8] #fundraising,#fundherafrica [8] #fundherafrica,arnova [8] arnova_ess,ford [8] ford,five Top Word Pairs in Tweet in G7:
[3] san,diego [2] #arnova19,san [2] great,conference [2] presented,research Top Word Pairs in Tweet in G8:
[4] #arnova19,#civilsociety [4] we_love_ji,rgk_center [4] rgk_center,thelbjschool [4] thelbjschool,presenting [4] presenting,scholars [4] scholars,contribute [4] contribute,central [4] central,planning [4] planning,socialist [4] socialist,states Top Word Pairs in Tweet in G9:
[6] pluralism,polarized [6] polarized,nation [4] drreggieblount,garrettseminary [4] garrettseminary,jihad_turk [4] jihad_turk,bayanclaremont [4] bayanclaremont,abbas [4] abbas,barzegar [4] barzegar,cairnational [4] cairnational,matthew [4] matthew,scherer Top Word Pairs in Tweet in G10:
[5] #arnova19,assume [5] assume,philanthropists [5] philanthropists,good [5] good,intentions [5] intentions,acquired [5] acquired,wealth [5] wealth,power [5] power,very [5] very,racialized [5] racialized,violent Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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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: