The graph represents a network of 15,425 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 Thursday, 16 January 2020 at 01:25 UTC.
The tweets in the network were tweeted over the 3-hour, 1-minute period from Wednesday, 15 January 2020 at 20:14 UTC to Wednesday, 15 January 2020 at 23:16 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 : 15425
Unique Edges : 20078
Edges With Duplicates : 3360
Total Edges : 23438
Number of Edge Types : 5
Retweet : 12355
MentionsInRetweet : 7440
Tweet : 1729
Mentions : 1552
Replies to : 362
Self-Loops : 1774
Reciprocated Vertex Pair Ratio : 0.000596125186289121
Reciprocated Edge Ratio : 0.0011915400655347
Connected Components : 619
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 13857
Maximum Edges in a Connected Component : 21723
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.630715
Graph Density : 8.46604168207832E-05
Modularity : 0.728016
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 15,425 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 Thursday, 16 January 2020 at 01:25 UTC.
The tweets in the network were tweeted over the 3-hour, 1-minute period from Wednesday, 15 January 2020 at 20:14 UTC to Wednesday, 15 January 2020 at 23:16 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2301] bernie,sanders [1668] elizabeth,warren [1632] raise,taxes [1581] illegal,aliens [1443] joe,biden [1307] amy,klobuchar [1265] free,healthcare [1263] tom,steyer [1254] green,deal [1253] health,insurance Top Word Pairs in Tweet in G1:
[432] people,stage [422] stage,won [412] elections,people [401] lost,ten [401] ten,elections [353] donald,trump [271] #demdebate,stage [257] race,women [256] men,stage [246] women,amy Top Word Pairs in Tweet in G2:
[1409] raise,taxes [1400] illegal,aliens [1074] private,health [1070] health,insurance [1065] green,deal [1063] reminder,democrats [1061] daily,reminder [1061] democrats,open [1061] open,borders [1061] borders,abolish Top Word Pairs in Tweet in G3:
[300] trade,deal [246] medicare,ends [220] climate,change [157] deals,#demdebate [156] #demdebate,berniesanders [155] moment,#demdebate [154] beat,trump [154] important,moment [154] being,leading [154] leading,guts Top Word Pairs in Tweet in G4:
[1031] andrew,yang [1026] bernie,sanders [1010] without,being [1010] being,stage [1009] andrewyang,gained [983] twitter,followers [980] during,#demdebate [978] elizabeth,warren [975] amy,klobuchar [974] followers,gained Top Word Pairs in Tweet in G5:
[326] beat,realdonaldtrump [242] saw,tonight [187] tonight,dispiriting [187] going,better [187] better,saw [180] cold,oatmeal [179] bernie,sanders [179] potus,realdonaldtrump [178] dems,debate [178] debate,felt Top Word Pairs in Tweet in G6:
[154] bernie,sanders [133] woman,win [96] tonight,#demdebate [95] warren,still [92] identity,politics [91] still,progressive [91] progressive,senator [91] senator,clear [91] clear,warren [91] warren,longer Top Word Pairs in Tweet in G7:
[685] democrats,going [680] steyer,democrats [680] going,destroy [680] destroy,economy [680] economy,15 [680] 15,minutes [680] minutes,control [680] control,true [680] true,#demdebate [55] bernie,sanders Top Word Pairs in Tweet in G8:
[323] klobuchar,arguing [323] arguing,plumbers [323] plumbers,home [323] home,care [323] care,workers [323] workers,need [323] need,college [323] college,literature [323] literature,history [323] history,everyone Top Word Pairs in Tweet in G9:
[88] people,show [88] show,believe [85] close,friend [85] #demdebate,#itrustbernie [84] look,body [84] body,language [84] language,whatever [84] whatever,warren [84] warren,saying [84] saying,bernie Top Word Pairs in Tweet in G10:
[99] take,look [85] #democraticdebate,#demdebate [83] #demdebate,#foxandfriends [83] #foxandfriends,#morningjoe [83] #morningjoe,#wednesdaywisdom [83] #wednesdaywisdom,#trumprally [83] #trumprally,#kag2020 [83] #kag2020,#trump2020 [75] look,#demdebate [75] #demdebate,#trumprallymilwaukee Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: