The graph represents a network of 10,136 Twitter users whose recent tweets contained "#ILikeBernie", 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 Tuesday, 21 January 2020 at 21:25 UTC.
The tweets in the network were tweeted over the 1-hour, 12-minute period from Tuesday, 21 January 2020 at 18:31 UTC to Tuesday, 21 January 2020 at 19:43 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 : 10136
Unique Edges : 17643
Edges With Duplicates : 4403
Total Edges : 22046
Number of Edge Types : 5
Retweet : 10657
Mentions : 2070
Replies to : 1868
MentionsInRetweet : 3132
Tweet : 4319
Self-Loops : 4344
Reciprocated Vertex Pair Ratio : 0.0020976353928299
Reciprocated Edge Ratio : 0.00418648905803996
Connected Components : 2333
Single-Vertex Connected Components : 2110
Maximum Vertices in a Connected Component : 7490
Maximum Edges in a Connected Component : 19259
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.908531
Graph Density : 0.000153462977506893
Modularity : 0.490337
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 10,136 Twitter users whose recent tweets contained "#ILikeBernie", 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 Tuesday, 21 January 2020 at 21:25 UTC.
The tweets in the network were tweeted over the 1-hour, 12-minute period from Tuesday, 21 January 2020 at 18:31 UTC to Tuesday, 21 January 2020 at 19:43 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 : #ILikeBernie
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:
[1265] nobody,likes [1240] hillary,clinton [1072] bernie,sanders [825] #nobodylikeshim,#ilikebernie [781] #ilikebernie,#ilikebernie [729] #ilikebernie,trends [697] social,security [675] nobodies,#ilikebernie [661] surprise,#ilikebernie [660] comes,surprise Top Word Pairs in Tweet in G1:
[132] hillary,clinton [78] nobody,likes [74] bernie,sanders [72] #ilikebernie,#ilikebernie [52] likes,bernie [37] bernie,#ilikebernie [35] #ilikebernie,#ilikehim [27] working,class [24] #ilikebernie,#iendorsebernie [23] #ilikebernie,#impeachmenttrial Top Word Pairs in Tweet in G2:
[419] nobody,likes [404] hillary,clinton [318] bernie,sanders [261] nobodies,#ilikebernie [214] stay,focused [209] momentum,#ilikebernie [205] perfectly,timed [203] #bernie2020,fam [203] fam,stay [203] stay,fierce Top Word Pairs in Tweet in G3:
[127] #ilikebernie,#ilikebernie [109] hillaryclinton,#ilikebernie [53] nobody,likes [50] hillary,clinton [40] #ilikebernie,hillaryclinton [40] hillaryclinton,likes [39] sensanders,hillaryclinton [39] think,hillaryclinton [38] hillaryclinton,nbcnightlynews [38] hillaryclinton,thanks Top Word Pairs in Tweet in G4:
[92] nobodies,#ilikebernie [89] lot,nobodies [89] running,president [87] whole,lot [84] approval,rating [82] breaking,berniesanders [82] berniesanders,highest [82] highest,favorable [82] favorable,approval [82] rating,anybody Top Word Pairs in Tweet in G5:
[667] #ilikebernie,trends [656] comes,surprise [656] surprise,#ilikebernie [656] trends,#1 [656] #1,#expose2020 [656] #expose2020,nowhere [656] nowhere,found [656] found,twitter [656] twitter,completely [656] completely,manipulating Top Word Pairs in Tweet in G6:
[459] #nobodylikeshim,#ilikebernie [342] women,young [342] young,people [342] nobodies,#nobodylikeshim [235] bernie,base [235] base,primarily [235] primarily,women [235] people,low [235] low,income [235] income,poc Top Word Pairs in Tweet in G7:
[188] nobody,likes [181] ask,judge [181] judge,enemies [181] enemies,made [181] made,president [181] president,franklin [181] franklin,roosevelt [181] roosevelt,#ilikebernie [171] donate,10 [171] 10,50 Top Word Pairs in Tweet in G8:
[337] #ilikebernie,establishment [337] establishment,failed [337] failed,stop [337] stop,far [337] far,right [337] right,we've [337] we've,tried [337] tried,incrementalism [337] incrementalism,centrism [337] centrism,neoliberalism Top Word Pairs in Tweet in G9:
[202] think,bernie [201] stick,knife [201] knife,bernie [201] bernie,needs [201] needs,ground [201] ground,pulp [201] pulp,crush [201] crush,hard [201] hard,need [201] need,understand Top Word Pairs in Tweet in G10:
[114] bernie,sanders [100] hillary,clinton [93] saying,#nobodylikeshim [60] #nobodylikeshim,#ilikebernie [48] remember,anyone [48] anyone,saying [48] #nobodylikeshim,doing [48] doing,14 [48] 14,events [48] events,over Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: