The graph represents a network of 16,108 Twitter users whose recent tweets contained "CA GOP", 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 Thursday, 16 September 2021 at 01:06 UTC.
The tweets in the network were tweeted over the 1-day, 20-hour, 10-minute period from Tuesday, 14 September 2021 at 04:09 UTC to Thursday, 16 September 2021 at 00:20 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 : 16108
Unique Edges : 22968
Edges With Duplicates : 2084
Total Edges : 25052
Number of Edge Types : 5
Retweet : 13971
MentionsInRetweet : 2085
Replies to : 4572
Mentions : 2901
Tweet : 1523
Self-Loops : 1584
Reciprocated Vertex Pair Ratio : 0.004149377593361
Reciprocated Edge Ratio : 0.00826446280991736
Connected Components : 1291
Single-Vertex Connected Components : 772
Maximum Vertices in a Connected Component : 13799
Maximum Edges in a Connected Component : 22850
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.435341
Graph Density : 8.6744517346429E-05
Modularity : 0.740823
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 16,108 Twitter users whose recent tweets contained "CA GOP", 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 Thursday, 16 September 2021 at 01:06 UTC.
The tweets in the network were tweeted over the 1-day, 20-hour, 10-minute period from Tuesday, 14 September 2021 at 04:09 UTC to Thursday, 16 September 2021 at 00:20 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 : CA GOP
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:
[5461] ca,gop [4795] gavin,newsom [4663] ca,voters [4344] gov,newsom [4315] taxpayer,money [4312] gov,gavin [4306] last,night [4293] newsom,elected [4288] elected,61 [4288] 63,ca Top Word Pairs in Tweet in G1:
[3848] gov,newsom [3847] ca,voters [3847] gop,spent [3847] spent,276m [3847] taxpayer,money [3846] gov,gavin [3846] gavin,newsom [3846] newsom,elected [3846] elected,61 [3846] 61,vote Top Word Pairs in Tweet in G2:
[3104] ca,gop [359] remember,californian [359] californian,democrats [359] democrats,rejected [359] rejected,ca [359] gop,sooo [359] sooo,decisively [359] decisively,election [359] election,called [359] called,30 Top Word Pairs in Tweet in G3:
[376] ca,gop [288] recall,election [262] gavin,newsom [238] ca,recall [197] big,lie [187] governor,gavin [181] ca,legislature [178] gop,big [176] here's,link [176] link,raising Top Word Pairs in Tweet in G4:
[688] gop,talking [687] talking,points [573] voters,ca [572] dems,disarray [570] kasie,another [570] another,media [570] media,figure [570] figure,vomiting [570] vomiting,gop [570] points,voters Top Word Pairs in Tweet in G5:
[706] ca,gop [346] ca,dems [343] recall,attempt [342] think,pontificating [342] pontificating,democrats [342] democrats,caught [342] caught,pants [342] pants,down [342] down,facing [342] facing,big Top Word Pairs in Tweet in G6:
[282] ca,gop [116] ca,recall [77] larry,elder [57] recall,election [36] gavin,newsom [26] gop,ca [23] gov,gavin [23] 276,million [21] 300,million [17] gop,continues Top Word Pairs in Tweet in G7:
[310] ca,dems [310] state,gop [309] newsom,survived [309] survived,recall [309] recall,made [309] made,trump [309] trump,pandemic [309] pandemic,ca [309] dems,awoke [309] awoke,stupor Top Word Pairs in Tweet in G8:
[190] ca,recall [149] last,day [142] gop,recall [141] gavin,newsom [138] ca,voters [128] vote,ca [126] recall,election [123] recall,gavin [123] newsom,replace [123] replace,trumpublican Top Word Pairs in Tweet in G9:
[240] newsom,won [240] won,part [240] part,ca [240] ca,voter [240] voter,rolls [240] rolls,sup [240] sup,elections [240] elections,offices [240] offices,mess [240] mess,cleaned Top Word Pairs in Tweet in G10:
[210] buy,media's [210] media's,current [210] current,narrative [210] narrative,recall [210] recall,ca [210] ca,failing [210] failing,vote [210] vote,california [210] california,vote [210] vote,recall Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: