The graph represents a network of 15,658 Twitter users whose recent tweets contained "Recall Newsom", 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, 09 September 2021 at 22:27 UTC.
The tweets in the network were tweeted over the 8-hour, 14-minute period from Thursday, 09 September 2021 at 12:30 UTC to Thursday, 09 September 2021 at 20:44 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 : 15658
Unique Edges : 20100
Edges With Duplicates : 2484
Total Edges : 22584
Number of Edge Types : 5
Retweet : 16060
MentionsInRetweet : 3132
Tweet : 1510
Replies to : 745
Mentions : 1137
Self-Loops : 1581
Reciprocated Vertex Pair Ratio : 0.00221886031265759
Reciprocated Edge Ratio : 0.00442789574318205
Connected Components : 977
Single-Vertex Connected Components : 651
Maximum Vertices in a Connected Component : 13974
Maximum Edges in a Connected Component : 20759
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.443494
Graph Density : 8.10663174769917E-05
Modularity : 0.724525
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 15,658 Twitter users whose recent tweets contained "Recall Newsom", 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, 09 September 2021 at 22:27 UTC.
The tweets in the network were tweeted over the 8-hour, 14-minute period from Thursday, 09 September 2021 at 12:30 UTC to Thursday, 09 September 2021 at 20:44 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 : Recall Newsom
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:
[9408] gavin,newsom [4280] california,recall [4218] recall,gavin [3879] save,california [3833] newsom,save [2484] recall,express [2482] express,bus [2308] larry,elder [2283] security,detail [2262] stop,recall Top Word Pairs in Tweet in G1:
[3983] gavin,newsom [3553] newsom,save [3553] save,california [3415] recall,gavin [2325] recall,express [2325] express,bus [2131] today,kicked [2131] kicked,recall [2131] bus,tour [2131] tour,before Top Word Pairs in Tweet in G2:
[1636] california,recall [1621] newsom,supporters [1621] supporters,ballot [1621] ballot,california [1621] recall,still [1621] still,sitting [1621] sitting,counter [1621] counter,unmailed [1621] unmailed,disappointing [1621] disappointing,don Top Word Pairs in Tweet in G3:
[716] gavin,newsom [281] campaign,against [280] recall,campaign [273] survives,recall [266] larryelder,newsom [266] racist,attacks [264] gavinnewsom,politically [264] politically,finished [264] finished,survives [264] campaign,republicans Top Word Pairs in Tweet in G4:
[1904] biden's,support [980] california,recall [954] larry,elder [954] gavin,newsom [954] newsom,california [952] right,winger [952] winger,larry [952] elder,thousand [952] thousand,retweets [952] retweets,saying Top Word Pairs in Tweet in G5:
[583] recall,newsom [579] dolores,huerta [577] newsom,bad [577] bad,news [576] huerta,recall [576] news,farmworkers [576] farmworkers,undocumented [122] california,recall [120] california,complacent [120] complacent,assume Top Word Pairs in Tweet in G6:
[244] gavin,newsom [178] recall,election [155] california,recall [125] newsom,recall [123] larry,elder [96] recall,newsom [95] gov,gavin [62] vote,yes [58] yes,recall [52] newsom,supporters Top Word Pairs in Tweet in G7:
[639] gavin,newsom [618] recall,election [527] gov,gavin [522] unvaccinated,retired [522] retired,sheriff's [522] sheriff's,deputy [522] deputy,helped [522] helped,organize [522] organize,recall [522] election,campaign Top Word Pairs in Tweet in G8:
[462] gavin,newsom [383] newsom,recall [358] newsom,california [356] gov,newsom [350] two,gavin [350] recall,polls [350] polls,paint [350] paint,bleak [350] bleak,picture [350] picture,recall Top Word Pairs in Tweet in G9:
[415] gavin,newsom [273] voted,recall [223] newsom,ally [223] ally,california [223] california,indigenous [223] indigenous,communities [223] communities,voted [223] recall,#votenooncaliforniarecall [134] california,recall [91] barack,obama Top Word Pairs in Tweet in G10:
[243] gavin,newsom [174] recall,election [162] long,beach [156] governor,gavin [155] president,biden [142] young,dems [127] california,recall [93] recall,newsom [85] newsom,long [83] republican,recall 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 G4:
Top Replied-To in G5:
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:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: