The graph represents a network of 10,207 Twitter users whose recent tweets contained ""Betsy DeVos"", 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 Saturday, 20 February 2021 at 22:36 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 59-minute period from Saturday, 13 February 2021 at 03:22 UTC to Saturday, 20 February 2021 at 22:22 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 : 10207
Unique Edges : 13166
Edges With Duplicates : 721
Total Edges : 13887
Number of Edge Types : 5
Retweet : 9518
Tweet : 715
MentionsInRetweet : 1424
Replies to : 1368
Mentions : 862
Self-Loops : 749
Reciprocated Vertex Pair Ratio : 0.00219006648416113
Reciprocated Edge Ratio : 0.00437056114883322
Connected Components : 780
Single-Vertex Connected Components : 371
Maximum Vertices in a Connected Component : 8583
Maximum Edges in a Connected Component : 12365
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.712588
Graph Density : 0.000122997744455785
Modularity : 0.78241
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 10,207 Twitter users whose recent tweets contained ""Betsy DeVos"", 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 Saturday, 20 February 2021 at 22:36 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 59-minute period from Saturday, 13 February 2021 at 03:22 UTC to Saturday, 20 February 2021 at 22:22 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 : "Betsy DeVos"
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:
[8656] betsy,devos [6154] erik,prince [4330] arms,embargo [4012] embargo,libya [3758] militia,commander [3126] sending,weapons [2948] libya,sending [2250] prince,violated [2192] violated,arms [2016] brother,betsy Top Word Pairs in Tweet in G1:
[1153] erik,prince [1151] militia,commander [1149] donald,trump [702] betsy,devos [684] brother,betsy [682] prince,former [682] former,head [682] head,blackwater [682] blackwater,brother [682] devos,prominent Top Word Pairs in Tweet in G2:
[1086] betsy,devos [1025] erik,prince [921] militia,commander [906] arms,embargo [898] embargo,libya [894] sending,weapons [888] libya,sending [853] prince,violated [851] devos,brother [846] war,criminal Top Word Pairs in Tweet in G3:
[1068] erik,prince [948] arms,embargo [930] embargo,libya [856] prince,violated [826] trump,ally [781] betsy,devos' [781] devos',brother [779] breaking,report [779] report,betsy [779] brother,erik Top Word Pairs in Tweet in G4:
[827] erik,prince [815] betsy,devos [806] militia,commander [794] arms,embargo [791] embargo,libya [791] libya,sending [791] sending,weapons [756] brother,betsy [741] prince,former [741] former,head Top Word Pairs in Tweet in G5:
[659] betsy,devos [455] secretary,education [454] leadership,state [454] state,makes [454] makes,pull [454] pull,hair [454] hair,betsy [454] devos,worst [454] worst,unqualified [454] unqualified,secretary Top Word Pairs in Tweet in G6:
[548] betsy,devos [533] education,secretary [533] student,loan [532] biden,administration [532] administration,backing [532] backing,former [532] former,education [532] secretary,betsy [532] devos,tries [532] tries,avoid Top Word Pairs in Tweet in G7:
[661] betsy,devos [660] erik,prince [537] devos,erik [534] bad,parent [534] parent,raise [534] raise,both [534] both,betsy [118] militia,commander [106] arms,embargo [106] embargo,libya Top Word Pairs in Tweet in G8:
[441] betsy,devos [222] erik,prince [119] brother,betsy [98] arms,embargo [91] betsy,devos's [69] betsy,devos' [69] prince,former [68] devos's,brother [59] devos',brother [57] trump,ally Top Word Pairs in Tweet in G9:
[360] betsy,devos [288] devos,brother [235] eric,prince [145] prince,betsy [144] war,criminal [123] brother,dude [123] dude,went [123] went,seychelles [123] seychelles,corrupt [123] corrupt,meeting Top Word Pairs in Tweet in G10:
[340] betsy,devos [72] erik,prince [46] devos,brother [45] brother,betsy [35] arms,embargo [32] betsy,devos' [28] trump,ally [25] devos',brother [23] education,secretary [22] libya,arms Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: