The graph represents a network of 15,991 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 Tuesday, 14 September 2021 at 23:09 UTC.
The tweets in the network were tweeted over the 11-hour, 50-minute period from Tuesday, 14 September 2021 at 10:23 UTC to Tuesday, 14 September 2021 at 22:14 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 : 15991
Unique Edges : 22076
Edges With Duplicates : 1419
Total Edges : 23495
Number of Edge Types : 5
Replies to : 1419
Mentions : 1692
Retweet : 15030
MentionsInRetweet : 3355
Tweet : 1999
Self-Loops : 2082
Reciprocated Vertex Pair Ratio : 0.0115828244644761
Reciprocated Edge Ratio : 0.0229003976428879
Connected Components : 1565
Single-Vertex Connected Components : 994
Maximum Vertices in a Connected Component : 13175
Maximum Edges in a Connected Component : 20642
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.042112
Graph Density : 8.16320656291615E-05
Modularity : 0.778909
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 15,991 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 Tuesday, 14 September 2021 at 23:09 UTC.
The tweets in the network were tweeted over the 11-hour, 50-minute period from Tuesday, 14 September 2021 at 10:23 UTC to Tuesday, 14 September 2021 at 22:14 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:
[6363] recall,election [5097] ca,recall [3308] vote,recall [3279] gavin,newsom [2743] polling,place [2394] vote,person [2299] vote,question [2021] larry,elder [1913] election,vote [1853] live,ca Top Word Pairs in Tweet in G1:
[815] recall,election [725] vote,recall [577] polling,place [500] last,day [459] ca,recall [451] vote,person [417] day,vote [403] find,polling [356] election,day [332] day,california Top Word Pairs in Tweet in G2:
[1238] recall,election [1211] gavin,newsom [1207] vote,question [1206] election,vote [1205] californians,sit [1205] sit,today's [1205] today's,recall [1205] trump,follower [1205] follower,taking [1205] mail,postmarked Top Word Pairs in Tweet in G3:
[363] ca,recall [315] recall,election [140] vote,recall [77] gubernatorial,recall [75] larry,elder [59] vote,ca [57] california,recall [52] gavin,newsom [50] last,day [49] polling,place Top Word Pairs in Tweet in G4:
[317] gavin,newsom [290] gov,gavin [290] ca,recall [287] california,small [287] small,businesses [287] businesses,gov [287] newsom,#recallgavinnewsom [287] #recallgavinnewsom,#wevegotastatetosave [256] recall,election [108] ca,legislature Top Word Pairs in Tweet in G5:
[565] vote,recall [507] larry,elder [481] voting,center [481] center,vote [450] same,day [434] day,registration [433] vote,person [426] late,vote [420] california,late [420] recall,find Top Word Pairs in Tweet in G6:
[970] live,ca [970] ca,pls [513] vote,person [512] vote,question [496] drop,ballot [486] ballot,vote [485] more,important [485] important,tuesday [485] tuesday,final [485] final,day Top Word Pairs in Tweet in G7:
[383] ca,democrats [370] embarrass,gqp [365] recall,election [292] vote,person [286] drop,ballot [275] polls,open [271] ballot,postmarked [271] today,#votenoontherecall [269] gqp,nonsense [269] make,sure Top Word Pairs in Tweet in G8:
[808] election,stolen [457] recall,election [426] ca,recall [405] presidential,election [404] former,president [404] president,still [404] still,explain [404] explain,stole [404] stole,presidential [404] stolen,claims Top Word Pairs in Tweet in G9:
[405] ca,recall [384] larry,elder [383] today,ca [383] recall,today [383] today,long [383] long,time [383] time,friend [383] friend,larry [383] elder,show [383] show,re Top Word Pairs in Tweet in G10:
[705] polling,place [379] today,vote [375] gavin,newsom [361] find,polling [350] haven,already [348] vote,keep [348] place,vote [346] california,friends [346] friends,today [346] keep,gavin Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: