The graph represents a network of 4,522 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 Monday, 15 July 2019 at 04:20 UTC.
The requested start date was Sunday, 14 July 2019 at 00:01 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, 55-minute period from Saturday, 13 July 2019 at 22:05 UTC to Sunday, 14 July 2019 at 00:01 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 : 4522
Unique Edges : 7229
Edges With Duplicates : 3787
Total Edges : 11016
Number of Edge Types : 3
Replies to : 3403
Mentions : 7551
Tweet : 62
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0160363810435615
Reciprocated Edge Ratio : 0.0315665488810365
Connected Components : 40
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 4447
Maximum Edges in a Connected Component : 10939
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.381459
Graph Density : 0.000415281538871966
Modularity : 0.465609
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[173] no_silenced,kamalaharris [161] black,men [104] kamalaharris,kamala [88] rape,kits [81] hastings,d [81] d,maxed [81] maxed,out [81] out,girlfriend [81] girlfriend,s [81] s,salary Top Word Pairs in Tweet in G1:
[108] black,men [67] never,president [54] young,black [51] kamalaharris,kamala [49] gun,laws [49] don,t [46] kamalaharris,abortion [46] leading,cause [44] trump2020_go,kamalaharris [43] kamalaharris,s Top Word Pairs in Tweet in G2:
[53] ewarren,kamalaharris [30] speakerpelosi,senschumer [27] joebiden,ewarren [24] kamalaharris,berniesanders [19] aoc,kamalaharris [19] kamalaharris,joebiden [19] senschumer,kamalaharris [17] kamalaharris,ewarren [17] speakerpelosi,kamalaharris [15] aoc,ilhanmn Top Word Pairs in Tweet in G3:
[52] notcapnamerica,kamalaharris [45] kamalaharris,theview [26] theview,kamalaharris [26] expected,msm [26] msm,ignored [26] ignored,fact [26] fact,group [26] group,kamalaharris [26] kamalaharris,spoke [26] spoke,today Top Word Pairs in Tweet in G4:
[145] no_silenced,kamalaharris [66] kamalaharris,everything [66] everything,crisis [66] crisis,democrats [66] democrats,everything [66] everything,911 [66] 911,emergency [66] emergency,everything [66] everything,falling [65] falling,apart Top Word Pairs in Tweet in G5:
[47] steph93065,kamalaharris [30] kamalaharris,kamala [29] kamala,good [27] good,black [27] black,americans [16] gays,trump [14] 84boiler,kamalaharris [13] usminority,realwalkaway [10] missreptor,kamalaharris [9] executive,action Top Word Pairs in Tweet in G6:
[63] tax,dollars [63] rape,kits [62] eliminate,golf [62] golf,outings [62] outings,use [62] use,tax [62] dollars,eliminate [62] eliminate,backlog [62] backlog,testing [62] testing,rape Top Word Pairs in Tweet in G7:
[22] newsweek,kamalaharris [22] rape,kits [21] kamalaharris,first [21] first,presidential [21] presidential,candidate [21] candidate,planning [21] planning,fix [21] fix,backlog [21] backlog,225 [21] 225,000 Top Word Pairs in Tweet in G8:
[77] hastings,d [77] d,maxed [77] maxed,out [77] out,girlfriend [77] girlfriend,s [77] s,salary [77] salary,7th [77] 7th,straight [77] straight,year [77] year,endorsment Top Word Pairs in Tweet in G9:
[28] kamalaharris,serenawilliams [22] rogertgraham,kamalaharris [14] vincentgaddis,kamalaharris [14] supermatt1,kamalaharris [11] cookmeister7,kamalaharris [11] mcovingt411,kamalaharris [10] black,men [7] soonwewilldie,vincentgaddis [6] theadult2,soonwewilldie [6] kamalaharris,education Top Word Pairs in Tweet in G10:
[18] black,men [13] banita_s,kamalaharris [13] leading,cause [8] bluskylar,kamalaharris [8] gun,violence [8] kamalaharris,s [8] cause,death [8] kamalaharris,lies [7] mshaffer20,kamalaharris [7] kamalaharris,ll 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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