The graph represents a network of 15,113 Twitter users whose recent tweets contained "Sarah Huckabee Sanders", 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, 23 June 2021 at 20:31 UTC.
The tweets in the network were tweeted over the 2-day, 15-hour, 6-minute period from Monday, 21 June 2021 at 04:54 UTC to Wednesday, 23 June 2021 at 20:01 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 : 15113
Unique Edges : 25011
Edges With Duplicates : 2178
Total Edges : 27189
Number of Edge Types : 5
Retweet : 17605
MentionsInRetweet : 8865
Tweet : 314
Mentions : 152
Replies to : 253
Self-Loops : 323
Reciprocated Vertex Pair Ratio : 3.89453596603965E-05
Reciprocated Edge Ratio : 7.78876859568502E-05
Connected Components : 247
Single-Vertex Connected Components : 172
Maximum Vertices in a Connected Component : 14753
Maximum Edges in a Connected Component : 26858
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.115717
Graph Density : 0.000112431645605225
Modularity : 0.442612
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 15,113 Twitter users whose recent tweets contained "Sarah Huckabee Sanders", 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, 23 June 2021 at 20:31 UTC.
The tweets in the network were tweeted over the 2-day, 15-hour, 6-minute period from Monday, 21 June 2021 at 04:54 UTC to Wednesday, 23 June 2021 at 20:01 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 : Sarah Huckabee Sanders
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:
[18190] huckabee,sanders [18189] sarah,huckabee [7396] running,against [7119] against,sarah [6126] democrat,jonesforar [6096] jonesforar,running [4950] worth,watch [4949] sanders,ad [4949] ad,worth [4949] watch,worth Top Word Pairs in Tweet in G1:
[9610] sarah,huckabee [9609] huckabee,sanders [6331] running,against [6135] against,sarah [5593] jonesforar,running [5571] democrat,jonesforar [4654] sanders,ad [4654] ad,worth [4654] worth,watch [4654] watch,worth Top Word Pairs in Tweet in G2:
[1444] sarah,huckabee [1444] huckabee,sanders [1174] know,arkansas [1161] committed,defeating [1161] defeating,sarah [1154] retweet,committed [1154] sanders,reply [1154] reply,tag [1154] tag,single [1154] single,person Top Word Pairs in Tweet in G3:
[1334] sarah,huckabee [1334] huckabee,sanders [1171] chris,jones [1169] physicist,ordained [1169] ordained,minister [1168] haven,heard [1168] heard,vile [1168] vile,lying [1168] lying,propaganda [1168] propaganda,sycophant Top Word Pairs in Tweet in G4:
[1169] sarah,huckabee [1169] huckabee,sanders [972] physicist,ordained [972] ordained,minister [936] guy,educated [936] educated,physicist [936] minister,sarah [936] sanders,unfair [936] unfair,fight [116] against,sarah Top Word Pairs in Tweet in G5:
[1177] sarah,huckabee [1177] huckabee,sanders [385] man,amazing [385] amazing,ad [385] ad,amazing [385] amazing,sarah [384] sanders,toast [367] running,against [249] physicist,ordained [249] ordained,minister Top Word Pairs in Tweet in G6:
[854] huckabee,sanders [847] sarah,huckabee [668] chris,jones [512] sanders,governor [511] governor,arkansas [510] arkansas,2022 [510] raise,hand [508] hand,hope [508] hope,chris [508] jones,defeats Top Word Pairs in Tweet in G7:
[681] sarah,huckabee [681] huckabee,sanders [540] chris,jones [512] arkansas,governor [512] governor,race [479] trounce,sarah [478] see,chris [478] jones,trounce [477] sanders,arkansas [477] race,2022 Top Word Pairs in Tweet in G8:
[584] sarah,huckabee [584] huckabee,sanders [316] sanders,over [312] impossible,imagine [312] imagine,nation [312] nation,earth [312] earth,state [312] state,america [312] america,sane [312] sane,voter Top Word Pairs in Tweet in G9:
[464] sarah,huckabee [464] huckabee,sanders [386] chris,jones [240] nuclear,engineer [172] #demvoice1,#wtpblue [163] running,against [157] against,sarah [150] governor,arkansas [134] jones,nuclear [132] ok,arkansas Top Word Pairs in Tweet in G10:
[196] sarah,huckabee [196] huckabee,sanders [195] sanders,going [195] going,tremendous [195] tremendous,governor [195] governor,arkansas Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: