The graph represents a network of 15,591 Twitter users whose recent tweets contained "ballot harvesting", 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 Monday, 03 August 2020 at 21:05 UTC.
The tweets in the network were tweeted over the 1-day, 1-hour, 43-minute period from Sunday, 02 August 2020 at 18:57 UTC to Monday, 03 August 2020 at 20:41 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 : 15591
Unique Edges : 28469
Edges With Duplicates : 2950
Total Edges : 31419
Number of Edge Types : 5
Retweet : 16326
Replies to : 2288
MentionsInRetweet : 10549
Mentions : 1927
Tweet : 329
Self-Loops : 372
Reciprocated Vertex Pair Ratio : 0.0015620224795409
Reciprocated Edge Ratio : 0.00311917274114257
Connected Components : 340
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 14872
Maximum Edges in a Connected Component : 30761
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.326056
Graph Density : 0.00012134679597763
Modularity : 0.624516
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 15,591 Twitter users whose recent tweets contained "ballot harvesting", 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 Monday, 03 August 2020 at 21:05 UTC.
The tweets in the network were tweeted over the 1-day, 1-hour, 43-minute period from Sunday, 02 August 2020 at 18:57 UTC to Monday, 03 August 2020 at 20:41 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 : ballot harvesting
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:
[18064] ballot,harvesting [7899] mail,voting [5605] voting,ballot [5175] nevada,dems [5015] dems,use [4982] mass,mail [4975] election,integrity [4970] harvesting,dems [4963] destroy,election [4961] use,pandemic Top Word Pairs in Tweet in G1:
[5717] ballot,harvesting [4345] mail,voting [4247] voting,ballot [4245] mass,mail [4245] election,integrity [4243] destroy,election [4240] pandemic,destroy [4236] realdonaldtrump,supporters [4236] harvesting,dems [4235] supporters,force Top Word Pairs in Tweet in G2:
[3275] ballot,harvesting [2682] voter,fraud [2277] breaking,nevada [2276] fraud,voter [2274] nevada,legislature [2274] legislature,rams [2274] rams,last [2274] last,minute [2274] minute,changes [2274] changes,election Top Word Pairs in Tweet in G3:
[2176] ballot,harvesting [1656] mail,balloting [1655] gov,sisolak [1655] sisolak,nv [1655] nv,dems [1655] dems,called [1655] called,special [1655] special,session [1655] session,public [1655] public,present Top Word Pairs in Tweet in G4:
[1626] ballot,harvesting [662] mail,voting [544] voting,ballot [313] nevadans,need [313] need,everyone [313] everyone,show [313] show,state [313] state,capital [313] capital,demand [313] demand,nicole4nevada Top Word Pairs in Tweet in G5:
[1040] ballot,harvesting [797] mail,voting [692] illegal,ballot [657] harvesting,gatewaypundit [456] breaking,nevada [394] 97,days [375] nevada,democrats [370] democrats,pass [370] pass,divisive [370] divisive,mail Top Word Pairs in Tweet in G6:
[797] ballot,harvesting [647] mail,voting [556] voter,fraud [506] fraud,ballot [505] california,ready [505] ready,walk [505] walk,away [505] away,ve [505] ve,enough [505] enough,biggest Top Word Pairs in Tweet in G7:
[769] ballot,harvesting [339] mail,voting [314] vote,mail [287] imagine,world [287] world,democrats [287] democrats,spent [287] spent,half [287] half,much [287] much,energy [287] energy,safely Top Word Pairs in Tweet in G8:
[366] ballot,harvesting [194] voter,fraud [140] fraud,ballot [130] potus,vp [129] mailed,ballots [127] cwarrior17,realdonaldtrump [127] realdonaldtrump,teamtrump [127] teamtrump,potus [127] vp,flotus [127] flotus,karenpence Top Word Pairs in Tweet in G9:
[397] ballot,harvesting [234] voter,fraud [173] honestly,stop [173] stop,going [173] going,back [173] back,watching [173] watching,ad [173] ad,time [173] time,time [173] time,anxiety Top Word Pairs in Tweet in G10:
[304] ballot,harvesting [143] important,issue [143] issue,time [143] time,democrats [143] democrats,create [143] create,scam [143] scam,called [143] called,ballot [143] harvesting,straight [143] straight,face 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: