The graph represents a network of 8,416 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 12:57 UTC.
The requested start date was Tuesday, 23 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 23-hour, 40-minute period from Tuesday, 16 February 2021 at 01:17 UTC to Tuesday, 23 February 2021 at 00:58 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 : 8416
Unique Edges : 4310
Edges With Duplicates : 10252
Total Edges : 14562
Number of Edge Types : 5
Retweet : 4881
MentionsInRetweet : 5611
Tweet : 1346
Replies to : 1275
Mentions : 1449
Self-Loops : 1379
Reciprocated Vertex Pair Ratio : 0.00482673267326733
Reciprocated Edge Ratio : 0.00960709446976229
Connected Components : 1533
Single-Vertex Connected Components : 753
Maximum Vertices in a Connected Component : 4298
Maximum Edges in a Connected Component : 9303
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.693748
Graph Density : 0.00011464172026686
Modularity : 0.566544
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,416 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 February 2021 at 12:57 UTC.
The requested start date was Tuesday, 23 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 23-hour, 40-minute period from Tuesday, 16 February 2021 at 01:17 UTC to Tuesday, 23 February 2021 at 00:58 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 : GraphServerTwitterSearch
Graph Term : Elizabeth 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:
[6231] elizabeth,warren [1042] chuck,schumer [967] schumer,elizabeth [884] loan,debt [876] student,loan [718] joe,biden [670] student,debt [638] 50,000 [540] president,joe [538] warren,keep Top Word Pairs in Tweet in G1:
[782] elizabeth,warren [150] student,debt [133] president,biden [132] cancel,student [130] biden,cancel [128] debt,executive [128] executive,order [127] langfordiowa,elizabeth [127] warren,demanding [127] demanding,president Top Word Pairs in Tweet in G2:
[562] elizabeth,warren [120] student,loan [98] make,sure [97] la_colaborativa,people [97] people,chelsea [97] chelsea,shown [97] shown,means [97] means,stand [97] stand,each [97] each,make Top Word Pairs in Tweet in G3:
[546] elizabeth,warren [504] joe,biden [504] student,loan [503] chuck,schumer [503] schumer,elizabeth [503] warren,keep [503] keep,pressuring [503] pressuring,president [503] president,joe [503] biden,wipe Top Word Pairs in Tweet in G4:
[401] elizabeth,warren [395] stir,pot [395] pot,elizabeth [395] warren,herself [395] herself,overheard [395] overheard,telling [395] telling,someone [395] someone,little [395] little,tiff [395] tiff,four Top Word Pairs in Tweet in G5:
[323] student,debt [311] elizabeth,warren [298] chuck,schumer [297] schumer,elizabeth [294] cancel,50 [294] 50,000 [294] 000,student [293] warren,respond [293] respond,biden [293] biden,saying Top Word Pairs in Tweet in G6:
[178] elizabeth,warren [71] cancel,student [58] student,loan [57] president,biden [47] bernie,bros [45] killed,future [45] future,elections [44] reesetheone1,killed [44] personally,glad [44] glad,woman Top Word Pairs in Tweet in G7:
[166] elizabeth,warren [49] senwarren,biden [44] racial,justice [43] biden,harris [43] harris,ran [43] ran,progressive [43] progressive,economic [43] economic,racial [43] justice,platform [43] platform,general Top Word Pairs in Tweet in G8:
[157] force,vote [156] vote,aoc [156] aoc,year [156] year,long [156] long,debates [156] debates,between [156] between,bernie [156] bernie,warren [156] warren,supporters [156] supporters,wrote Top Word Pairs in Tweet in G9:
[164] elizabeth,warren [121] tax,returns [120] americans,never [120] never,see [119] seanhannity,obsession [119] obsession,elizabeth [119] warren,complains [119] complains,americans [119] see,trump [119] trump,tax Top Word Pairs in Tweet in G10:
[212] house,democratic [185] elizabeth,warren [106] sen,elizabeth [106] warren,begin [106] begin,year [106] year,democratic [106] democratic,white [106] white,house [106] democratic,house [103] thehill,sen Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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