The graph represents a network of 14,642 Twitter users whose recent tweets contained ""Josh Hawley"", 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 Tuesday, 26 October 2021 at 01:15 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 37-minute period from Sunday, 17 October 2021 at 02:51 UTC to Tuesday, 26 October 2021 at 00:29 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 : 14642
Unique Edges : 19380
Edges With Duplicates : 1351
Total Edges : 20731
Number of Edge Types : 5
Retweet : 15456
Replies to : 2129
MentionsInRetweet : 935
Tweet : 1060
Mentions : 1151
Self-Loops : 1121
Reciprocated Vertex Pair Ratio : 0.00152945519751068
Reciprocated Edge Ratio : 0.00305423907319642
Connected Components : 833
Single-Vertex Connected Components : 531
Maximum Vertices in a Connected Component : 13261
Maximum Edges in a Connected Component : 19366
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.931154
Graph Density : 8.85837011158496E-05
Modularity : 0.690868
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 14,642 Twitter users whose recent tweets contained ""Josh Hawley"", 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 Tuesday, 26 October 2021 at 01:15 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 37-minute period from Sunday, 17 October 2021 at 02:51 UTC to Tuesday, 26 October 2021 at 00:29 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 : "Josh Hawley"
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:
[17449] josh,hawley [9637] ted,cruz [4830] mo,brooks [4751] lauren,boebert [4690] paul,gosar [4646] andy,biggs [4394] hawley,ted [4292] marjorie,taylor [4286] madison,cawthorn [4285] taylor,greene Top Word Pairs in Tweet in G1:
[3417] josh,hawley [3242] ted,cruz [3222] hawley,ted [3215] cruz,still [3215] still,senate [3214] months,inciting [3214] inciting,deadly [3214] deadly,insurrection [3214] insurrection,against [3214] against,government Top Word Pairs in Tweet in G2:
[3646] josh,hawley [3505] ted,cruz [3197] mo,brooks [3196] brooks,josh [3196] louie,gohmert [3195] lauren,boebert [3194] paul,gosar [3194] madison,cawthorn [3193] marjorie,taylor [3193] taylor,greene Top Word Pairs in Tweet in G3:
[3261] josh,hawley [549] raised,fist [548] hawley,raised [548] fist,solidarity [543] ted,cruz [428] national,security [428] homeland,security [424] live,better [424] better,lives [423] solidarity,seditionists Top Word Pairs in Tweet in G4:
[1157] josh,hawley [794] ted,cruz [552] lauren,boebert [550] mo,brooks [514] paul,gosar [514] andy,biggs [399] sen,josh [389] sen,ted [389] rep,mo [389] rep,andy Top Word Pairs in Tweet in G5:
[1056] josh,hawley [681] thinks,josh [681] hawley,participant [681] participant,insurrection [285] ted,cruz [192] mo,brooks [189] lauren,boebert [186] paul,gosar [181] andy,biggs [177] taylor,greene Top Word Pairs in Tweet in G6:
[532] josh,hawley [160] sen,josh [80] legal,basis [79] without,legal [78] ted,cruz [77] garland,resign [77] merrick,garland [66] hawley,calls [65] parents,without [64] against,parents Top Word Pairs in Tweet in G7:
[517] josh,hawley [279] garland,resign [259] sen,josh [144] merrick,garland [131] hawley,demands [129] dangerous,abuse [129] abuse,authority [128] demands,merrick [128] resign,dangerous [103] biden,administration Top Word Pairs in Tweet in G8:
[538] josh,hawley [301] maybe,josh [300] hawley,give [300] give,list [300] list,biden [300] biden,administration [300] administration,doesn [300] doesn,think [300] think,resign [300] resign,perhaps Top Word Pairs in Tweet in G9:
[494] josh,hawley [291] marco,rubio [290] brevard,school [290] school,board [290] board,hero [290] hero,jennifer [290] jennifer,jenkins [290] jenkins,calling [290] calling,marco [290] rubio,josh Top Word Pairs in Tweet in G10:
[405] josh,hawley [118] hawley,launches [118] launches,podcast [118] podcast,wife [118] wife,consolation [118] consolation,prize [118] prize,being [118] being,unable [118] unable,satisfy [118] satisfy,bed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G5:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: