The graph represents a network of 15,512 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 Thursday, 06 August 2020 at 05:01 UTC.
The tweets in the network were tweeted over the 1-day, 13-hour, 35-minute period from Tuesday, 04 August 2020 at 15:01 UTC to Thursday, 06 August 2020 at 04:36 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 : 15512
Unique Edges : 23918
Edges With Duplicates : 2449
Total Edges : 26367
Number of Edge Types : 5
Retweet : 16327
Replies to : 1781
MentionsInRetweet : 5946
Mentions : 1894
Tweet : 419
Self-Loops : 459
Reciprocated Vertex Pair Ratio : 0.00379684820772434
Reciprocated Edge Ratio : 0.00756497335990564
Connected Components : 417
Single-Vertex Connected Components : 172
Maximum Vertices in a Connected Component : 14592
Maximum Edges in a Connected Component : 25500
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.102511
Graph Density : 0.000102187540699211
Modularity : 0.722333
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 15,512 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 Thursday, 06 August 2020 at 05:01 UTC.
The tweets in the network were tweeted over the 1-day, 13-hour, 35-minute period from Tuesday, 04 August 2020 at 15:01 UTC to Thursday, 06 August 2020 at 04:36 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:
[18774] ballot,harvesting [3142] days,election [2536] vote,mail [2458] mail,ballot [2300] ballots,without [2296] without,postmarks [2132] universal,vote [2008] election,ballot [1941] change,results [1940] nyc,judge Top Word Pairs in Tweet in G1:
[3768] ballot,harvesting [1383] bill,ab4 [1379] power,grab [1379] grab,bill [1279] mail,ballot [1264] vote,mail [1241] universal,vote [800] late,night [792] tell,govsisolak [785] allowed,ballot Top Word Pairs in Tweet in G2:
[2458] ballot,harvesting [1599] days,election [1519] election,ballot [1518] ballots,without [1518] without,postmarks [1517] nyc,judge [1517] judge,ruled [1517] ruled,ballots [1517] postmarks,count [1517] count,arrived Top Word Pairs in Tweet in G3:
[1462] ballot,harvesting [1372] republicans,nc [1370] evidence,ballot [1369] brikeilarcnn,evidence [1369] harvesting,we've [1369] we've,seen [1369] seen,republicans [1369] nc,schlapp [1369] schlapp,problem [1369] problem,see Top Word Pairs in Tweet in G4:
[1598] ballot,harvesting [931] allow,ballot [930] election,day [923] democrats,trying [922] signature,checks [920] trying,rig [920] rig,election [920] election,nevada [920] nevada,over [920] over,weekend Top Word Pairs in Tweet in G5:
[1612] ballot,harvesting [594] vote,mail [589] mail,ballot [584] universal,vote [578] nevadans,universal [445] popular,vote [444] electoral,college [444] college,vote [373] days,election [352] ballots,without Top Word Pairs in Tweet in G6:
[924] ballot,harvesting [709] last,minute [463] voter,fraud [449] voter,id [445] changes,election [444] voter,intimidation [443] breaking,nevada [443] nevada,legislature [443] legislature,rams [443] rams,last Top Word Pairs in Tweet in G7:
[1127] ballot,harvesting [462] ban,ballot [439] ballots,counted [424] california,2018 [423] harvesting,california [423] 2018,six [423] six,republican [423] republican,congressmen [423] congressmen,southern [423] southern,california Top Word Pairs in Tweet in G8:
[528] ballot,harvesting [191] harvesting,legal [190] democrat,governors [190] governors,try [190] try,make [190] make,bs [190] bs,ballot [190] legal,state [190] state,republicans [190] republicans,need Top Word Pairs in Tweet in G9:
[789] ballot,harvesting [294] congressional,election [293] harvesting,mandatory [292] harvesting,political [292] political,operatives [292] operatives,gather [292] gather,thousands [292] thousands,ballots [292] ballots,hold [292] hold,turn Top Word Pairs in Tweet in G10:
[567] ballot,harvesting [349] talk,ballot [297] democrats,confident [297] confident,joe [297] joe,biden [297] biden,talk [297] harvesting,day [52] same,journalists [52] journalists,talk [52] harvesting,great Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: