The graph represents a network of 4,805 Twitter users whose tweets in the requested range contained "KamalaHarris", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 December 2019 at 07:22 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-hour, 43-minute period from Wednesday, 11 December 2019 at 23:17 UTC to Thursday, 12 December 2019 at 01:01 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 : 4805
Unique Edges : 8802
Edges With Duplicates : 2794
Total Edges : 11596
Number of Edge Types : 3
Mentions : 9674
Replies to : 1865
Tweet : 57
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0103231134510168
Reciprocated Edge Ratio : 0.0204352712782262
Connected Components : 25
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 4762
Maximum Edges in a Connected Component : 11552
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.385134
Graph Density : 0.000423987641238961
Modularity : 0.439184
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,805 Twitter users whose tweets in the requested range contained "KamalaHarris", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 December 2019 at 07:22 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-hour, 43-minute period from Wednesday, 11 December 2019 at 23:17 UTC to Thursday, 12 December 2019 at 01:01 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 : KamalaHarris
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:
[1209] ig,horowitz [1123] horowitz,investigate [1121] kamalaharris,asked [1120] asked,ig [1119] incredible,kamalaharris [1118] victoensing,incredible [1118] investigate,#williambarr [1118] #williambarr,leading [1118] leading,investigation [1118] investigation,origins Top Word Pairs in Tweet in G1:
[1110] ig,horowitz [1108] incredible,kamalaharris [1108] kamalaharris,asked [1107] victoensing,incredible [1107] asked,ig [1107] horowitz,investigate [1107] investigate,#williambarr [1107] #williambarr,leading [1107] leading,investigation [1107] investigation,origins Top Word Pairs in Tweet in G2:
[184] black,woman [180] feared,senator [180] senator,country [180] country,feared [180] feared,black [180] woman,country [180] country,#kamalaharris [180] #kamalaharris,back [180] back,kicking [180] kicking,ass Top Word Pairs in Tweet in G3:
[270] kamala,baaack [270] baaack,kamalaharris [270] kamalaharris,going [270] going,dig [270] dig,#agbarr [270] #agbarr,pro [270] pro,russia [270] russia,world [270] world,tour [270] tour,activities Top Word Pairs in Tweet in G4:
[238] meenaharris,kamalaharris [64] kamalaharris,tells [64] tells,doj [64] doj,ig [64] ig,horowitz [64] horowitz,power [64] power,duty [64] duty,investigate [64] investigate,misconduct [64] misconduct,committed Top Word Pairs in Tweet in G5:
[112] allow,myself [112] myself,few [112] few,more [112] more,minutes [112] minutes,hours [112] hours,days [112] days,weeks [112] weeks,possibly [112] possibly,more [112] more,mourn Top Word Pairs in Tweet in G6:
[15] joannebryantsf,shellmama [15] shellmama,storz_carla [15] storz_carla,4_odays [15] 4_odays,joebiden [15] joebiden,beto [15] beto,kamalaharris [15] kamalaharris,johncornyn [10] kamalaharris,senatedems [10] senatedems,repswalwell [10] billbut50014776,joannebryantsf Top Word Pairs in Tweet in G7:
[23] joelpollak,kamalaharris [22] kamalaharris,breitbartnews [17] embarrassing,kamalaharris [17] kamalaharris,horowitz [17] horowitz,point [17] point,several [17] several,times [16] joelpollak,embarrassing [16] times,authority [7] kamalaharris,uses Top Word Pairs in Tweet in G8:
[7] msnbc,kamalaharris [5] glennkirschner2,blackwomenviews [5] blackwomenviews,khiverashmi [5] khiverashmi,deardean22 [4] deardean22,msnbc [4] kamalaharris,honeychile15 [3] transgender,community [3] community,faces [3] faces,assault [3] assault,trump Top Word Pairs in Tweet in G9:
[10] joycewhitevance,kamalaharris [4] kylegriffin1,kamalaharris [3] sen,harris [3] kamalaharris,hero [3] mmpadellan,tack_sharp [3] tack_sharp,way [3] way,go [3] go,kamalaharris [3] cotey_mary,mmpadellan [2] asharangappa_,joycewhitevance Top Word Pairs in Tweet in G10:
[14] senatordurbin,senmikelee [12] senmikelee,kamalaharris [11] chuckgrassley,senatordurbin [9] realsivakumars,jangalevs [9] jangalevs,chuckgrassley [5] forskilled,realsivakumars [3] kamalaharris,skill [3] skill,nationality [3] kamalaharris,#equalitycantwait [3] #equalitycantwait,#s386 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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Top Tweeters in G10: