The graph represents a network of 17,869 Twitter users whose recent tweets contained "CA Recall", 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 02:00 UTC.
The tweets in the network were tweeted over the 10-hour, 1-minute period from Wednesday, 15 September 2021 at 15:11 UTC to Thursday, 16 September 2021 at 01:12 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 : 17869
Unique Edges : 22492
Edges With Duplicates : 955
Total Edges : 23447
Number of Edge Types : 5
Replies to : 2235
Retweet : 15267
MentionsInRetweet : 2586
Tweet : 1442
Mentions : 1917
Self-Loops : 1487
Reciprocated Vertex Pair Ratio : 0.00349422288483041
Reciprocated Edge Ratio : 0.00696411161149543
Connected Components : 1433
Single-Vertex Connected Components : 756
Maximum Vertices in a Connected Component : 15160
Maximum Edges in a Connected Component : 20922
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.904714
Graph Density : 6.74604670513107E-05
Modularity : 0.820718
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 17,869 Twitter users whose recent tweets contained "CA Recall", 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 02:00 UTC.
The tweets in the network were tweeted over the 10-hour, 1-minute period from Wednesday, 15 September 2021 at 15:11 UTC to Thursday, 16 September 2021 at 01:12 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 Recall
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:
[11300] ca,recall [3886] recall,results [3752] vs,covid [3751] results,vs [3750] heat,map [3749] covid,heat [3612] million,votes [3590] received,million [2687] recall,election [1826] votes,ca Top Word Pairs in Tweet in G1:
[3359] ca,recall [3354] recall,results [3352] results,vs [3352] vs,covid [3352] covid,heat [3352] heat,map [4] recall,election [3] today,gop [3] gop,wife [3] wife,trapped Top Word Pairs in Tweet in G2:
[3212] million,votes [3206] received,million [1606] stayed,home [1605] ca,2020 [1604] votes,ca [1604] recall,received [1604] votes,yesterday [1603] 2020,recall [1603] yesterday,millions [1603] republicans,stayed Top Word Pairs in Tweet in G3:
[399] ca,recall [225] money,recall [224] ca,republicans [224] state,spend [224] recall,way [223] people,claim [223] claim,care [223] care,saving [223] saving,government [223] government,money Top Word Pairs in Tweet in G4:
[1610] ca,recall [699] whoever,started [699] started,ca [699] recall,pay [699] pay,ca [699] recall,agrees [207] vote,recall [206] recall,ca [205] ca,gov [203] seen,enough Top Word Pairs in Tweet in G5:
[846] ca,recall [795] failure,ca [795] republicans,still [794] recall,reminder [794] reminder,republicans [794] still,state [794] state,decline [794] decline,inexorable [794] inexorable,getting [794] getting,good Top Word Pairs in Tweet in G6:
[320] ca,recall [157] recall,election [41] gavin,newsom [35] california,recall [28] recall,vote [24] gov,gavin [23] 300,million [23] larry,elder [23] ca,gop [22] 276,million Top Word Pairs in Tweet in G7:
[1424] sham,audits [811] ca,recall [714] recall,election [712] election,costing [712] costing,nearly [712] nearly,300 [712] 300,million [712] million,sham [712] audits,costing [712] costing,millions Top Word Pairs in Tweet in G8:
[353] ca,recall [204] recall,election [73] mail,ballots [71] election,results [70] results,reinforce [70] reinforce,public's [70] public's,belief [70] belief,mail [70] ballots,easily [70] easily,corrupted Top Word Pairs in Tweet in G9:
[660] ca,recall [595] well,surprise [595] surprise,takes [595] takes,see [595] see,mail [595] mail,voter [595] voter,voted [595] voted,ca [595] recall,shine [595] shine,weak Top Word Pairs in Tweet in G10:
[276] management,means [276] means,ca [187] ca,recall [139] ca,state [138] idiotic,thread [138] thread,night [138] night,newsom [138] newsom,crushing [138] crushing,recall [138] recall,btw 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: