The graph represents a network of 14,322 Twitter users whose recent tweets contained "#demdebate", 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 Wednesday, 26 February 2020 at 00:02 UTC.
The tweets in the network were tweeted over the 11-hour, 49-minute period from Tuesday, 25 February 2020 at 11:46 UTC to Tuesday, 25 February 2020 at 23:35 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 : 14347
Unique Edges : 21256
Edges With Duplicates : 5612
Total Edges : 26868
Number of Edge Types : 5
Mentions : 4225
Replies to : 1285
Retweet : 8733
Tweet : 3899
MentionsInRetweet : 8726
Self-Loops : 3984
Reciprocated Vertex Pair Ratio : 0.00518595347458883
Reciprocated Edge Ratio : 0.0103183962264151
Connected Components : 1953
Single-Vertex Connected Components : 1546
Maximum Vertices in a Connected Component : 11554
Maximum Edges in a Connected Component : 23539
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.54223
Graph Density : 9.88815280647611E-05
Modularity : 0.643233
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 14,322 Twitter users whose recent tweets contained "#demdebate", 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 Wednesday, 26 February 2020 at 00:02 UTC.
The tweets in the network were tweeted over the 11-hour, 49-minute period from Tuesday, 25 February 2020 at 11:46 UTC to Tuesday, 25 February 2020 at 23:35 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 : #demdebate
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2144] tonight,#demdebate [1988] tuesday's,#demdebate [1974] question,tuesday's [1416] bernie,sanders [1135] #demdebate,tonight [989] last,time [989] warren,bernie [987] time,people [985] sleepy,joe [983] way,down Top Word Pairs in Tweet in G1:
[975] tonight,#demdebate [919] betting,tonight [919] #demdebate,ratings [919] ratings,way [919] way,down [919] down,last [919] last,time [919] time,people [919] people,tuned [919] tuned,see Top Word Pairs in Tweet in G2:
[508] tuesday's,#demdebate [503] question,tuesday's [204] #demdebate,tonight [174] tonight's,#demdebate [164] dear,joebiden [129] amyklobuchar,tomsteyer [126] mikebloomberg,ewarren [110] tulsi,gabbard [108] tonight,#demdebate [105] berniesanders,amyklobuchar Top Word Pairs in Tweet in G3:
[476] tuesday's,#demdebate [472] question,tuesday's [90] tonight,#demdebate [69] bernie,sanders [61] tonight's,#demdebate [55] #demdebate,tonight [43] south,carolina [43] #demdebate,bernie [36] debate,tonight [32] #demdebate,question Top Word Pairs in Tweet in G4:
[263] south,carolina [202] cbsnews,#demdebate [193] norahodonnell,gayleking [157] tonight,#demdebate [150] margbrennan,majorcbs [147] democratic,debate [138] gayleking,margbrennan [133] charleston,south [132] gun,violence [132] moderators,#demdebate Top Word Pairs in Tweet in G5:
[592] asked,define [427] bernie,sanders [311] tonight,bernie [299] democratic,socialism [296] sanders,again [296] again,asked [296] define,democratic [296] socialism,one [296] one,stage [296] stage,asked Top Word Pairs in Tweet in G6:
[256] #demdebate,tonight [125] during,#demdebate [107] bernie,sanders [99] donating,berniesanders [99] berniesanders,time [99] time,another [99] another,candidate [99] candidate,attacks [99] attacks,during [99] tonight,please Top Word Pairs in Tweet in G7:
[905] reality,winner [355] bring,home [342] 63,months [342] time,bring [341] roger,stone [341] stone,40 [341] 40,months [341] months,prison [341] prison,reality [341] winner,serving Top Word Pairs in Tweet in G8:
[189] realdonaldtrump,#demdebate [181] carpedonktum,created [181] created,realdonaldtrump [181] #demdebate,nutshell [89] another,#demdebate [77] calling,patriots [77] patriots,unite [77] unite,defending [77] defending,champ [77] champ,realdonaldtrump Top Word Pairs in Tweet in G9:
[478] bloomberg's,money [478] money,manager [478] manager,bullish [478] bullish,oil [478] oil,gas [478] gas,means [478] means,despite [478] despite,candidate's [478] candidate's,climate [478] climate,talk Top Word Pairs in Tweet in G10:
[201] bernie,sanders [172] tonight,bernie [172] sanders,explain [116] explain,voted [116] voted,republican [116] republican,anti [116] anti,choicers [116] choicers,imprison [116] imprison,stem [116] stem,cell 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: