The graph represents a network of 17,433 Twitter users whose recent tweets contained "Warren", 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 Sunday, 23 February 2020 at 18:17 UTC.
The tweets in the network were tweeted over the 1-hour, 13-minute period from Sunday, 23 February 2020 at 15:26 UTC to Sunday, 23 February 2020 at 16:39 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 : 17433
Unique Edges : 23120
Edges With Duplicates : 3348
Total Edges : 26468
Number of Edge Types : 5
Retweet : 11215
MentionsInRetweet : 2781
Replies to : 4506
Mentions : 5599
Tweet : 2367
Self-Loops : 2412
Reciprocated Vertex Pair Ratio : 0.00777132648503796
Reciprocated Edge Ratio : 0.0154227973763517
Connected Components : 1798
Single-Vertex Connected Components : 842
Maximum Vertices in a Connected Component : 13768
Maximum Edges in a Connected Component : 22711
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.32658
Graph Density : 7.42500488397104E-05
Modularity : 0.743113
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,433 Twitter users whose recent tweets contained "Warren", 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 Sunday, 23 February 2020 at 18:17 UTC.
The tweets in the network were tweeted over the 1-hour, 13-minute period from Sunday, 23 February 2020 at 15:26 UTC to Sunday, 23 February 2020 at 16:39 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 : Warren
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:
[4918] elizabeth,warren [2372] trump,45 [1384] bloomberg,13 [1346] 47,trump [1262] 44,trump [1244] trump,44 [1169] 13,buttigieg [1126] bernie,sanders [1105] cbs,yougov [1104] bernie,won Top Word Pairs in Tweet in G1:
[1126] elizabeth,warren [379] starting,business [379] business,hard [379] hard,especially [379] especially,hard [379] hard,women [379] women,people [379] people,color [379] color,plan [379] plan,help Top Word Pairs in Tweet in G2:
[1236] trump,45 [912] bloomberg,13 [787] sanders,25 [784] 25,biden [735] 47,trump [732] 13,buttigieg [686] 44,trump [683] buttigieg,12 [674] trump,44 [567] warren,12 Top Word Pairs in Tweet in G3:
[963] elizabeth,warren [819] congratulations,bernie [818] bernie,won [814] race,called [814] called,bernie [814] won,congratulations [812] warren,took [812] took,stage [812] stage,seattle [812] seattle,race Top Word Pairs in Tweet in G4:
[160] elizabeth,warren [40] warren,moderate [37] bernie,sanders [29] sanders,warren [28] warren,buffett [27] bernie,warren [19] warren,sanders [17] warren,biden [15] warren,supporters [14] super,tuesday Top Word Pairs in Tweet in G5:
[859] trump,45 [510] cbs,yougov [431] 47,trump [430] 44,trump [429] trump,44 [302] buttigieg,10 [300] 10,klobuchar [264] bloomberg,13 [260] poll,sanders [260] 13,buttigieg Top Word Pairs in Tweet in G6:
[252] doing,better [250] warren,doing [250] democratic,primary [250] feels,personal [250] personal,many [250] many,women [249] better,democratic [249] primary,feels [249] women,life [249] life,know Top Word Pairs in Tweet in G7:
[98] people4bernie,davidsirota [98] davidsirota,demsocialists [98] demsocialists,ydsa_ [98] ydsa_,briebriejoy [98] briebriejoy,pramilajayapal [98] pramilajayapal,dsam4a [98] dsam4a,gracevandien [98] gracevandien,fshakir [98] fshakir,clairesandberg [92] robdelaney,people4bernie Top Word Pairs in Tweet in G8:
[90] elizabeth,warren [46] biden,warren [44] warren,klobuchar [44] go,bernie [38] bernie,sanders [29] latest,cnn [29] cnn,national [29] national,delegate [29] delegate,count [29] 991,win Top Word Pairs in Tweet in G9:
[53] warren,biden [45] over,everyone [45] everyone,please [45] please,calm [45] calm,down [45] down,still [45] still,warren [45] warren,#votebluenomatterwho2020 [45] #votebluenomatterwho2020,#amyforamerica [45] #amyforamerica,#biden2020 Top Word Pairs in Tweet in G10:
[318] bernie,dad [318] dad,hate [318] hate,warren [318] warren,fictional [318] fictional,character [318] character,projected [318] projected,onto [318] onto,child [318] child,really [318] really,apex 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 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 G1:
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: