The graph represents a network of 11,485 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 Friday, 20 December 2019 at 03:05 UTC.
The tweets in the network were tweeted over the 6-minute period from Friday, 20 December 2019 at 02:16 UTC to Friday, 20 December 2019 at 02:23 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 : 11485
Unique Edges : 17907
Edges With Duplicates : 6545
Total Edges : 24452
Self-Loops : 5211
Reciprocated Vertex Pair Ratio : 0.00141843971631206
Reciprocated Edge Ratio : 0.0028328611898017
Connected Components : 2122
Single-Vertex Connected Components : 1838
Maximum Vertices in a Connected Component : 8937
Maximum Edges in a Connected Component : 21185
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.371451
Graph Density : 0.000128467052340771
Modularity : 0.578547
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 11,485 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 Friday, 20 December 2019 at 03:05 UTC.
The tweets in the network were tweeted over the 6-minute period from Friday, 20 December 2019 at 02:16 UTC to Friday, 20 December 2019 at 02:23 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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1181] youngest,woman [861] woman,inaugurated [857] climate,change [707] elizabeth,warren [690] joe,biden [659] #demdebate,#democraticdebate [475] age,gender [472] tonight,#demdebate [460] andrew,yang [445] stage,tonight Top Word Pairs in Tweet in G1:
[594] climate,change [442] age,gender [388] _____,_____ [365] stop,asking [300] race,gender [279] racial,justice [276] everyone,#demdebate [274] gender,age [273] amount,debate [273] debate,fixated Top Word Pairs in Tweet in G2:
[164] youngest,woman [115] #demdebate,#democraticdebate [100] elizabeth,warren [99] woman,inaugurated [63] mayor,pete [62] warren,#demdebate [55] pete,#demdebate [53] joe,biden [48] d,youngest [44] wine,cave Top Word Pairs in Tweet in G3:
[357] #demdebate,#yanggang [320] tonight,#demdebate [261] stage,tonight [249] andrew,yang [243] debate,stage [241] candidate,color [175] color,stage [161] lone,candidate [155] honor,disappointment [146] both,honor Top Word Pairs in Tweet in G4:
[440] youngest,woman [311] woman,inaugurated [210] ewarren,#demdebate [168] inaugurated,ewarren [144] d,youngest [138] elizabeth,warren [115] oldest,president [112] president,inaugurated [81] inaugurated,#demdebate [79] gun,violence Top Word Pairs in Tweet in G5:
[331] joe,biden [305] blue,collar [239] president,trump [198] willing,sacrifice [197] biden,answers [195] hundreds,thousands [195] thousands,blue [176] collar,workers [176] yes,#demdebate [174] back,#demdebate Top Word Pairs in Tweet in G6:
[64] donald,trump [61] solving,problems [61] problems,donald [61] trump,elected [61] elected,first [61] first,place [61] place,#demdebate [60] andrew,yang [55] stop,being [55] being,obsessed Top Word Pairs in Tweet in G7:
[122] youngest,woman [118] elizabeth,warren [112] woman,inaugurated [96] #democraticdebate,#demdebate [93] warren,youngest [91] inaugurated,#democraticdebate [31] doesn,t [28] klobuchar,slams [28] slams,trump [28] trump,walking Top Word Pairs in Tweet in G8:
[103] ',#demdebate [88] inaugurated,' [49] oldest,president [46] youngest,women [45] warren,oldest [45] president,inaugurated [44] moderator,'senator [44] 'senator,warren [44] ',warren [44] warren,'i'd Top Word Pairs in Tweet in G9:
[36] joe,biden [33] youngest,woman [22] warren,#demdebate [19] good,joe [19] biden,calling [19] calling,out [19] out,china [19] china,putting [19] putting,million [19] million,uighur Top Word Pairs in Tweet in G10:
[36] 40,years [33] elizabeth,warren [32] stage,tonight [31] color,stage [28] powering,campaigns [28] campaigns,grassroots [28] grassroots,donors [28] donors,having [28] having,one [28] one,hand 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: