The graph represents a network of 5,507 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, 16 June 2019 at 04:21 UTC.
The requested start date was Sunday, 16 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, 4-hour, 24-minute period from Friday, 14 June 2019 at 03:33 UTC to Saturday, 15 June 2019 at 07:57 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 : 5507
Unique Edges : 11625
Edges With Duplicates : 5934
Total Edges : 17559
Number of Edge Types : 3
Replies to : 3096
Mentions : 14240
Tweet : 223
Self-Loops : 223
Reciprocated Vertex Pair Ratio : 0.00985368766796059
Reciprocated Edge Ratio : 0.0195150798344175
Connected Components : 154
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 5328
Maximum Edges in a Connected Component : 17366
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.881758
Graph Density : 0.000446151452323896
Modularity : 0.503302
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[280] kamalaharris,joebiden [268] petebuttigieg,kamalaharris [248] ewarren,kamalaharris [163] national,security [162] louisemensch,petebuttigieg [147] don,t [146] kamalaharris,mcdonalds [142] mcdonalds,seiu [140] security,threat [138] president,national Top Word Pairs in Tweet in G1:
[80] don,t [76] run,president [73] senator,kamalaharris [73] tells,girls [73] girls,meets [73] president,senator [72] senator,ewarren [72] ewarren,tells [72] meets,girls [72] girls,run Top Word Pairs in Tweet in G2:
[154] ewarren,kamalaharris [130] adamparkhomenko,coalitionbuildr [130] coalitionbuildr,nicoleclee [130] nicoleclee,cmclymer [130] cmclymer,fgossgraves [130] fgossgraves,pamkeithfl [130] pamkeithfl,repswalwell [130] repswalwell,ewarren [129] ecmclaughlin,adamparkhomenko [125] kamalaharris,ju Top Word Pairs in Tweet in G3:
[256] petebuttigieg,kamalaharris [253] kamalaharris,joebiden [162] louisemensch,petebuttigieg [37] joebiden,berniesanders [37] ewarren,kamalaharris [35] berniesanders,petebuttigieg [25] berniesanders,kamalaharris [23] berniesanders,ewarren [21] s,ewarren [21] ewarren,isolated Top Word Pairs in Tweet in G4:
[131] kamalaharris,mcdonalds [127] mcdonalds,seiu [118] ice,cream [116] worked,mcdonalds [113] french,fries [113] fries,ice [109] kamalaharris,worked [108] mcdonalds,student [107] doing,french [106] student,doing Top Word Pairs in Tweet in G5:
[34] thehill,kamalaharris [30] goodoldcatchy,gingermonk [30] gingermonk,gopabomination [30] gopabomination,jessegillette [30] jessegillette,kamalaharris [30] kamalaharris,maggienyt [29] katland1031,goodoldcatchy [28] maggienyt,martinleecobb [27] martinleecobb,edwardthardy [20] edwardthardy,maziehirono Top Word Pairs in Tweet in G6:
[55] berniesanders,kamalaharris [49] saracarterdc,berniesanders [45] kamalaharris,pushing [45] pushing,#medicareforall [45] #medicareforall,sounds [45] sounds,great [45] great,prospect [44] prospect,governmen [13] donaldjtrumpjr,kamalaharris [11] drmarcsiegel,foxnews Top Word Pairs in Tweet in G7:
[131] president,national [131] national,security [131] security,threat [130] morningmika,president [3] don,t [3] t,possibly [3] possibly,better [3] better,senkamalaharris [3] senkamalaharris,here [3] here,#impeach Top Word Pairs in Tweet in G8:
[4] lie,lie [3] never,president [3] don,t [3] think,re [3] health,care [3] president,trump [3] kind,cop [3] cop,boasts [3] boasts,incarcerating [3] incarcerating,increasingly Top Word Pairs in Tweet in G9:
[12] mtobiasneely,metoostem [12] cwolinetznih,sunychancellor [9] sunychancellor,nlmdirector [9] nlmdirector,rejoicephd [9] rejoicephd,cwgreider [9] cwgreider,500womensci [9] 500womensci,500wim [7] metoostem,cwolinetznih [6] charter4values,mtobiasneely [6] 500wim,jamesrpriestmd Top Word Pairs in Tweet in G10:
[36] president,trump [35] children,american [35] american,dreamers [35] dreamers,president [35] trump,puts [35] puts,first [34] thebradfordfile,children [20] re,boring [20] boring,lying [19] jackposobiec,re 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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