The graph represents a network of 13,670 Twitter users whose recent tweets contained "Biden Steyer", 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, 25 February 2020 at 04:15 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 50-minute period from Monday, 24 February 2020 at 01:53 UTC to Tuesday, 25 February 2020 at 02:43 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 : 13670
Unique Edges : 17551
Edges With Duplicates : 2732
Total Edges : 20283
Number of Edge Types : 5
Retweet : 13715
Tweet : 951
MentionsInRetweet : 2974
Replies to : 1320
Mentions : 1323
Self-Loops : 975
Reciprocated Vertex Pair Ratio : 0.00200467758102239
Reciprocated Edge Ratio : 0.00400133377792598
Connected Components : 556
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 12558
Maximum Edges in a Connected Component : 19190
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.303778
Graph Density : 9.62991509523175E-05
Modularity : 0.69355
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 13,670 Twitter users whose recent tweets contained "Biden Steyer", 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, 25 February 2020 at 04:15 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 50-minute period from Monday, 24 February 2020 at 01:53 UTC to Tuesday, 25 February 2020 at 02:43 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 : Biden Steyer
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:
[4324] biden,20 [4054] south,carolina [3473] steyer,klobuchar [3376] tom,steyer [3336] warren,steyer [3306] 20,buttigieg [3075] klobuchar,steyer [2799] bernie,sanders [2787] sanders,46 [2623] steyer,gabbard Top Word Pairs in Tweet in G1:
[1497] 11,klobuchar [1479] klobuchar,steyer [1350] warren,11 [1064] biden,20 [995] 20,buttigieg [991] last,week [945] south,carolina [915] steyer,klobuchar [906] warren,steyer [886] steyer,15 Top Word Pairs in Tweet in G2:
[1449] biden,20 [1428] warren,steyer [1428] steyer,klobuchar [1383] 20,buttigieg [1329] precincts,reporting [782] sanders,46 [743] buttigieg,13 [720] 14,warren [710] buttigieg,14 [689] 46,biden Top Word Pairs in Tweet in G3:
[1019] south,carolina [839] sanders,21 [800] steyer,gabbard [670] warren,buttigieg [644] biden,36 [644] 36,sanders [637] 21,warren [637] buttigieg,steyer [634] gabbard,klobuchar [410] carolina,ppppolls Top Word Pairs in Tweet in G4:
[1156] elizabeth,warren [1154] bernie,sanders [1153] tom,steyer [1152] pete,buttigieg [1149] joe,biden [1149] amy,klobuchar [1144] donald,trump [1121] mike,bloomberg [1031] biden,pete [1031] buttigieg,amy Top Word Pairs in Tweet in G5:
[591] private,prisons [540] tom,steyer [388] trying,rid [388] rid,private [197] steyer,one [196] one,largest [196] largest,investors [196] investors,private [195] united,states [194] biden,tomsteyer Top Word Pairs in Tweet in G6:
[692] biden,20 [656] sanders,46 [655] buttigieg,13 [620] final,final [620] final,nv [620] nv,hope [620] hope,sanders [620] 46,percent [620] percent,biden [620] 20,percent Top Word Pairs in Tweet in G7:
[594] democratic,primary [552] primary,popular [552] popular,vote [552] vote,far [543] gabbard,10 [542] yang,17 [541] far,sanders [528] 17,241 [528] 241,gabbard [528] bloomberg,922 Top Word Pairs in Tweet in G8:
[352] south,carolina [309] warren,klobuchar [305] buttigieg,warren [273] steyer,15 [260] sanders,23 [258] 23,steyer [255] biden,27 [255] 27,sanders [254] 15,buttigieg [176] biden,20 Top Word Pairs in Tweet in G9:
[438] bernie,enemy [438] enemy,warren [438] warren,enemy [438] enemy,biden [438] biden,enemy [438] enemy,klobuchar [438] klobuchar,enemy [438] enemy,buttigieg [438] buttigieg,enemy [438] enemy,steyer Top Word Pairs in Tweet in G10:
[656] bernie,sanders [374] tom,steyer [372] pete,buttigieg [365] joe,biden [325] south,carolina [290] sanders,24 [262] steyer,15 [257] biden,25 [250] candidates,support [248] fight,bernie 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 Tweeters in Entire Graph:
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Top Tweeters in G10: