The graph represents a network of 403 Twitter users whose tweets in the requested range contained "westat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 March 2020 at 03:45 UTC.
The requested start date was Friday, 27 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 84-day, 22-hour, 11-minute period from Wednesday, 01 January 2020 at 22:40 UTC to Thursday, 26 March 2020 at 20:51 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 : 403
Unique Edges : 533
Edges With Duplicates : 302
Total Edges : 835
Number of Edge Types : 4
MentionsInRetweet : 355
Mentions : 270
Tweet : 178
Replies to : 32
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.0565656565656566
Reciprocated Edge Ratio : 0.107074569789675
Connected Components : 87
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 247
Maximum Edges in a Connected Component : 611
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.313746
Graph Density : 0.00322827549596929
Modularity : 0.544077
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 403 Twitter users whose tweets in the requested range contained "westat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 March 2020 at 03:45 UTC.
The requested start date was Friday, 27 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 84-day, 22-hour, 11-minute period from Wednesday, 01 January 2020 at 22:40 UTC to Thursday, 26 March 2020 at 20:51 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 : westat
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:
[53] apt34,group [52] rockville,md [49] iran,linked [48] westat,rw [48] rw,rc [48] rc,rockville [48] linked,apt34 [47] group,targeting [45] federal,workers [44] targeting,federal Top Word Pairs in Tweet in G1:
[11] re,proud [10] leyla,mohadjer [8] westat,re [8] mohadjer,westat [8] scpetty,westat [7] proud,support [7] excited,welcome [7] cristina,rabadan [7] rabadan,diehl [7] inapp_org,leyla Top Word Pairs in Tweet in G2:
[51] rockville,md [48] westat,rw [48] rw,rc [48] rc,rockville [20] group,targeting [19] iran,linked [18] linked,apt34 [18] apt34,group [17] targeting,federal [15] federal,workers Top Word Pairs in Tweet in G3:
[15] #cyberespionage,#iranâ [15] #iranâ,#apt34 [15] #apt34,attacks [15] attacks,#us [15] #us,targets [15] targets,tools [15] tools,intezerlabs [15] intezerlabs,#cybersecurity [15] #cybersecurity,experts [15] experts,#tehranâ Top Word Pairs in Tweet in G4:
[4] employers,diversity [3] westat,westat [2] westat,proud [2] proud,included [2] included,forbes' [2] forbes',2020 [2] 2020,list [2] list,america's [2] america's,best [2] best,employers Top Word Pairs in Tweet in G5:
[6] office,hours [6] hours,jan [6] jan,10 [6] 10,#edgamesexpo [6] #edgamesexpo,#edtech [6] #edtech,developers [6] developers,meet [6] meet,reps [6] reps,education [6] education,research Top Word Pairs in Tweet in G6:
[17] teen,dating [17] dating,violence [17] violence,awareness [17] awareness,month [17] month,learn [16] learn,survivor [16] survivor,centered [16] centered,approaches [16] framework,brief [15] brief,crisis Top Word Pairs in Tweet in G7:
[14] 10,market [14] market,research [14] research,companies [14] companies,nielsen [14] nielsen,gartner [14] gartner,research [14] research,iqvia [14] iqvia,kantar [14] kantar,iri [14] iri,ipsos Top Word Pairs in Tweet in G8:
[3] top,10 [3] 10,#marketresearch [3] #marketresearch,companies [3] companies,nielsen [3] nielsen,gartner_inc [3] gartner_inc,iqvia_global [3] iqvia_global,kantar [3] kantar,iri_intl [3] iri_intl,ipsosus [2] vladobotsvadze,top Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G7:
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:
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:
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Top Tweeters in G9:
Top Tweeters in G10: