The graph represents a network of 4,447 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 Thursday, 27 February 2020 at 07:25 UTC.
The requested start date was Thursday, 27 February 2020 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 9-hour, 5-minute period from Wednesday, 26 February 2020 at 15:55 UTC to Thursday, 27 February 2020 at 01:00 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 : 4447
Unique Edges : 8475
Edges With Duplicates : 4668
Total Edges : 13143
Number of Edge Types : 4
MentionsInRetweet : 4359
Mentions : 5730
Replies to : 2992
Tweet : 62
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0194104960460101
Reciprocated Edge Ratio : 0.0380818053596615
Connected Components : 42
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 4367
Maximum Edges in a Connected Component : 13058
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.434365
Graph Density : 0.00050203926264665
Modularity : 0.460786
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 4,447 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 Thursday, 27 February 2020 at 07:25 UTC.
The requested start date was Thursday, 27 February 2020 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 9-hour, 5-minute period from Wednesday, 26 February 2020 at 15:55 UTC to Thursday, 27 February 2020 at 01:00 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:
[491] joebiden,kamalaharris [471] chrisdjackson,joebiden [363] anti,lynching [358] lynching,legislation [357] century,200 [357] 200,failed [357] failed,attempts [357] attempts,pass [357] pass,anti [357] legislation,#kamalaharris Top Word Pairs in Tweet in G1:
[249] miss,kamalaharris [135] thank,kamalaharris [129] reverendwarnock,thank [128] kamalaharris,endorsement [128] endorsement,campaign [128] campaign,leadership [128] leadership,restoring [128] restoring,integrity [99] jennycohn1,kamalaharris [90] paper,ballots Top Word Pairs in Tweet in G2:
[319] century,200 [319] 200,failed [319] failed,attempts [319] attempts,pass [319] pass,anti [319] anti,lynching [319] lynching,legislation [319] legislation,#kamalaharris [319] #kamalaharris,especially [319] especially,#corybooker Top Word Pairs in Tweet in G3:
[448] joebiden,kamalaharris [442] chrisdjackson,joebiden [99] pick,kamalaharris [93] joebiden,pick [92] joebiden,agree [92] agree,joebiden [75] sweetcarile,chrisdjackson [24] kamalaharris,kamala [23] kamalaharris,vp [18] kamala,harris Top Word Pairs in Tweet in G4:
[86] kamalaharris,sengillibrand [79] ewarren,amyklobuchar [75] kamalaharris,ewarren [67] sengillibrand,ewarren [62] kamalaharris,mikebloomberg [55] niki_spann,kamalaharris [50] realtimblack,niki_spann [47] kamalaharris,tulsigabbard [46] bakari_sellers,realtimblack [40] fzzyalien,kamalaharris Top Word Pairs in Tweet in G5:
[30] sdnative13,kamalaharris [30] sassyneveragain,kamalaharris [29] lindale1952,kamalaharris [23] thebarefootsage,sdnative13 [15] kamalaharris,basquerading [14] kamalaharris,pro [14] pro,lynching [14] republican,reps [14] reps,louie [14] louie,gohmert Top Word Pairs in Tweet in G6:
[68] repbobbyrush,repkarenbass [64] housejudiciary,repbobbyrush [64] repkarenbass,leaderhoyer [64] leaderhoyer,senbooker [64] senbooker,kamalaharris [62] repjerrynadler,housejudiciary [5] horrah,many [5] many,thanks [5] thanks,those [5] those,who've Top Word Pairs in Tweet in G7:
[15] senfeinstein,kamalaharris [12] kamalaharris,senfeinstein [8] ilike_mike,asmaguiarcurry [8] asmaguiarcurry,repthompson [8] repthompson,speakerpelosi [8] speakerpelosi,cagovernor [8] cagovernor,eleniforca [8] eleniforca,kamalaharris [6] kamalaharris,please [6] please,support Top Word Pairs in Tweet in G8:
[42] kamalaharris,wyoming [32] jackiepressley2,kamalaharris [28] genawri71272363,jackiepressley2 [28] wyoming,potus [23] williamsonlor1,genawri71272363 [18] shellys2017,genawri71272363 [14] genawri71272363,kamalaharris [11] kamalaharris,jussiesmollett [7] kamalaharris,senatemajldr [5] jackiepressley2,williamsonlor1 Top Word Pairs in Tweet in G9:
[9] vonderleyen,federicamog [9] federicamog,aoc [9] aoc,ilhanmn [9] ilhanmn,rashidatlaib [9] rashidatlaib,ayannapressley [9] ayannapressley,kamalaharris [9] kamalaharris,guyverhofstadt [9] guyverhofstadt,josepborrellf [5] kamalaharris,realdonaldtrump [4] echoinramadi,breakitdownshow Top Word Pairs in Tweet in G10:
[129] styx666official,kamalaharris [27] matth493,styx666official [24] erikthered_22,styx666official [21] ghuebinger,kamalaharris [17] poleybear1350,styx666official [17] badbolshevik,styx666official [13] lubienjessica,styx666official [13] erikthered_22,matth493 [12] kamalaharris,more [10] spacejunk20,styx666official 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 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: