The graph represents a network of 5,880 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, 18 December 2019 at 11:34 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 4-minute period from Tuesday, 10 December 2019 at 00:16 UTC to Wednesday, 18 December 2019 at 11:20 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 : 5880
Unique Edges : 12607
Edges With Duplicates : 4588
Total Edges : 17195
Self-Loops : 1205
Reciprocated Vertex Pair Ratio : 0.00803760994843797
Reciprocated Edge Ratio : 0.0159470437791485
Connected Components : 437
Single-Vertex Connected Components : 231
Maximum Vertices in a Connected Component : 4851
Maximum Edges in a Connected Component : 15903
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.80788
Graph Density : 0.000384569544776577
Modularity : 0.593058
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 5,880 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, 18 December 2019 at 11:34 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 4-minute period from Tuesday, 10 December 2019 at 00:16 UTC to Wednesday, 18 December 2019 at 11:20 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:
[1602] running,president [1599] m,running [798] being,president [796] president,m [795] president,fantasized [795] fantasized,being [795] seen,future [795] something,willing [794] president,many [794] many,here Top Word Pairs in Tweet in G1:
[1567] running,president [1566] m,running [784] being,president [784] president,m [783] president,fantasized [783] fantasized,being [783] seen,future [783] something,willing [782] president,many [782] many,here Top Word Pairs in Tweet in G2:
[474] picket,line [252] #demdebate,#1u [244] lmu,workers [213] look,forward [209] thursday's,#demdebate [185] contract,agreement [180] tentative,contract [178] #demdebate,go [174] job,security [174] december,#demdebate Top Word Pairs in Tweet in G3:
[156] next,#demdebate [148] judywoodruff,iamamnanawaz [137] #demdebate,#ourhomesourvotes2020 [121] iamamnanawaz,yamiche [118] yamiche,judywoodruff [113] newshour,politico [112] iamamnanawaz,timalberta [109] dec,19 [96] timalberta,iamamnanawaz [94] judywoodruff,timalberta Top Word Pairs in Tweet in G4:
[38] dnc,#demdebate [37] january,14 [37] 14,2020 [36] drakeuniversity,des [36] des,moines [36] moines,iowa [36] #iacaucus,#fitn [36] #fitn,#wedupolitics [35] breaking,drakeuniversity [35] iowa,host Top Word Pairs in Tweet in G5:
[14] next,#demdebate [10] #yanggang,#demdebate [8] next,week [7] #yanggang,#yang2020 [7] bernie,sanders [7] andrew,yang [7] labor,dispute [6] #demdebate,#democraticdebate [6] #democraticdebate,#demdebate [6] week,s Top Word Pairs in Tweet in G6:
[43] inspired,still [43] still,ohio [43] ohio,conference [43] conference,speech [43] speech,words [43] words,breaking [43] breaking,barriers [43] barriers,began [43] began,painting [43] painting,tribute Top Word Pairs in Tweet in G7:
[104] ',#demdebate [97] kamala,harris [88] democratic,party [82] harris,slammed [82] slammed,tulsi [82] tulsi,gabbard [82] gabbard,criticism [82] criticism,democratic [82] party,#demdebate [78] whatcha,gonna Top Word Pairs in Tweet in G8:
[425] dual,loyalty [418] male,dual [396] loyalty,#gaming [280] both,sides [261] men,both [248] #demdebate,#ai [223] #readmytweets,#ai [165] #ai,#maga [163] #maga,#metoo [146] jersey,city Top Word Pairs in Tweet in G9:
[122] won,t [61] t,7 [61] 7,democrat [61] democrat,candidates [61] candidates,president [61] president,qualified [61] qualified,next [61] next,weeks [61] weeks,#demdebate [61] #demdebate,7 Top Word Pairs in Tweet in G10:
[38] 8,pm [38] #cripthevote,live [38] democratic,primary [38] primary,debate [38] #demdebate,#election2020 [33] pm,eastern [33] eastern,#cripthevote [33] live,tweet [33] tweet,democratic [27] debate,#demdebate Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: