The graph represents a network of 5,599 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 Sunday, 23 June 2019 at 04:21 UTC.
The requested start date was Sunday, 23 June 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-day, 3-hour, 55-minute period from Friday, 21 June 2019 at 04:01 UTC to Saturday, 22 June 2019 at 07:56 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 : 5599
Unique Edges : 11645
Edges With Duplicates : 9458
Total Edges : 21103
Number of Edge Types : 3
Replies to : 3476
Mentions : 17397
Tweet : 230
Self-Loops : 230
Reciprocated Vertex Pair Ratio : 0.0111006991998847
Reciprocated Edge Ratio : 0.0219576530975975
Connected Components : 162
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 5343
Maximum Edges in a Connected Component : 20834
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.763279
Graph Density : 0.000447529260092827
Modularity : 0.438326
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[883] ewarren,kamalaharris [476] clyburnsc06,joebiden [475] kamalaharris,clyburnsc06 [473] tulsigabbard,ewarren [244] kamalaharris,petebuttigieg [196] douglasemhoff,kamalaharris [188] kamalaharris,sengillibrand [183] brycetache,ewarren [180] don,t [137] notcapn_america,kamalaharris Top Word Pairs in Tweet in G1:
[130] notcapn_america,kamalaharris [75] don,t [48] kamalaharris,s [40] fight,fight [40] fight,recognize [40] recognize,history [40] history,honor [40] honor,ancestors [40] ancestors,honor [40] honor,hero Top Word Pairs in Tweet in G2:
[53] speakerpelosi,kamalaharris [46] ewarren,kamalaharris [43] kamalaharris,corybooker [42] petebuttigieg,ewarren [40] ewarren,amyklobuchar [40] senfeinstein,speakerpelosi [39] jayinslee,betoorourke [39] presidential,candidate [39] repmaxinewaters,senfeinstein [38] betoorourke,petebuttigieg Top Word Pairs in Tweet in G3:
[754] ewarren,kamalaharris [475] clyburnsc06,joebiden [473] kamalaharris,clyburnsc06 [471] tulsigabbard,ewarren [217] kamalaharris,petebuttigieg [172] brycetache,ewarren [50] fiorella_im,tulsigabbard [41] joe,biden [35] favorite,candidates [35] petebuttigieg,#votebluenomatterwho Top Word Pairs in Tweet in G4:
[103] aoc,mcspockypress [103] mcspockypress,funder [103] funder,joncoopertweets [103] joncoopertweets,thedemcoalition [97] thedemcoalition,lunaluvgood2020 [97] lunaluvgood2020,phyllisj1003 [93] phyllisj1003,palmerreport [89] american2084,aoc [64] ironhorse76,1ironman2020 [64] 1ironman2020,pam_brundige Top Word Pairs in Tweet in G5:
[9] senkamalaharris,kamalaharris [6] potus,realdonaldtrump [6] gig2166,kamalaharris [5] kamalaharris,senkamalaharris [5] corybooker,kamalaharris [5] gavinnewsom,kamalaharris [4] #moms,#momsdemandaction [4] #yang2020,#humanity [4] marxiststo,kamalaharris [4] joebiden,realdonaldtrump Top Word Pairs in Tweet in G6:
[181] douglasemhoff,kamalaharris [176] kamalaharris,sengillibrand [42] double,fried [37] duck,fat [34] peanut,oil [32] confirming,kamalaharris [32] kamalaharris,loves [32] loves,fries [32] fries,makes [32] makes,home Top Word Pairs in Tweet in G7:
[6] #kamalaharris,#petebuttigieg [5] don,t [5] judged,harshly [4] #theresistance,#democrats [4] #democrats,#lgbtq [4] #lgbtq,#veterans [4] #veterans,#women [4] #women,#seniors [4] #seniors,#joebiden [4] #joebiden,#aarp Top Word Pairs in Tweet in G8:
[24] dovegirl66,kamalaharris [11] zebrafinch,kamalaharris [8] selfridge_mr,dovegirl66 [6] waliann,dovegirl66 [6] wasn,t [6] t,reparations [6] reparations,taken [6] taken,care [6] care,through [6] through,affirmative Top Word Pairs in Tweet in G9:
[2] kamalaharris,jaketapper [2] mr,conway [2] duck,duck [2] locked,out [2] out,12 [2] 12,hours [2] hours,calling [2] calling,kamela [2] kamela,harris [2] harris,hoe Top Word Pairs in Tweet in G10:
[14] mamendoza480,kamalaharris [10] kamalaharris,ummmmm [10] ummmmm,s [10] s,happening [10] happening,american [10] american,citizens [10] citizens,state [10] state,s [10] s,concern [8] steph93065,kamalaharris 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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