The graph represents a network of 14,447 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 03:46 UTC.
The tweets in the network were tweeted over the 3-minute period from Wednesday, 26 February 2020 at 01:49 UTC to Wednesday, 26 February 2020 at 01:52 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 : 14447
Unique Edges : 17969
Edges With Duplicates : 3305
Total Edges : 21274
Number of Edge Types : 5
Retweet : 10866
Tweet : 5550
MentionsInRetweet : 2717
Replies to : 468
Mentions : 1673
Self-Loops : 5566
Reciprocated Vertex Pair Ratio : 0.000404476203316705
Reciprocated Edge Ratio : 0.000808625336927224
Connected Components : 3437
Single-Vertex Connected Components : 2905
Maximum Vertices in a Connected Component : 10232
Maximum Edges in a Connected Component : 16647
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.673191
Graph Density : 7.11063878921883E-05
Modularity : 0.652665
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 14,447 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 03:46 UTC.
The tweets in the network were tweeted over the 3-minute period from Wednesday, 26 February 2020 at 01:49 UTC to Wednesday, 26 February 2020 at 01:52 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:
[669] bloomberg,accidentally [656] accidentally,bought [603] bernie,sanders [578] #demdebate,#demdebate2020 [552] uncle,dick [548] buying,elections [547] 41,seats [547] omg,#demdebate [546] bought,quote [546] quote,41 Top Word Pairs in Tweet in G1:
[189] uncle,dick [167] deer,stand [156] dick,deer [145] #demdebate,#demdebate2020 [110] tom,steyer [94] #demdebate2020,#demdebate [84] term,limits [61] #demdebate,#democraticdebate [59] stand,#demdebate [55] mayor,pete Top Word Pairs in Tweet in G2:
[289] #demdebate2020,#democraticdebate [287] hahaha,act [287] act,tell [287] tell,audience [287] audience,full [287] full,lobbyists [287] lobbyists,billionaires [287] billionaires,booing [287] booing,sanders [287] sanders,pretending Top Word Pairs in Tweet in G3:
[186] mayor,bloomberg [176] re,giving [176] giving,veto [166] bernie,both [164] mitch,mcconnell [163] elizabeth,warren [152] don,support [136] gun,control [135] right,wing [134] wing,senator Top Word Pairs in Tweet in G4:
[181] spent,100 [181] 100,million [180] bought,#demdebate [166] joe,biden [147] mini,mike [142] watch,mini [142] mike,spent [142] million,elect [142] elect,democrats [142] democrats,came Top Word Pairs in Tweet in G5:
[230] spend,next [187] next,four [125] gun,manufacturers [124] donald,trump [115] months,tearing [115] tearing,country [115] country,apart [111] apart,#demdebate [95] tearing,party [95] party,apart Top Word Pairs in Tweet in G6:
[516] bloomberg,accidentally [516] accidentally,bought [516] bought,quote [516] quote,41 [516] 41,seats [516] seats,pelosi [516] pelosi,speaker [516] speaker,admitting [516] admitting,buying [516] buying,elections Top Word Pairs in Tweet in G7:
[217] rule,change [201] support,rule [166] donald,trump [140] senator,sanders [128] pete,buttigieg [123] more,years [121] deliver,revolution [115] trump,#demdebate [112] revolution,support [108] going,deliver Top Word Pairs in Tweet in G8:
[237] american,people [214] 30,years [214] assault,weapons [212] years,ago [209] nra,#demdebate [207] ago,lost [207] lost,race [207] race,congress [207] congress,supported [207] supported,ban Top Word Pairs in Tweet in G9:
[105] gun,violence [71] mikebloomberg,#demdebate [64] gun,safety [62] check,polls [62] polls,mikebloomberg [60] safety,laws [60] crisis,gun [51] commercial,during [50] during,#demdebate [49] done,more Top Word Pairs in Tweet in G10:
[112] spend,next [112] next,four [102] donald,trump [73] amy,klobuchar [71] tearing,party [71] party,apart [61] four,years [56] four,months [56] months,tearing [56] going,watch Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: