The graph represents a network of 4,796 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, 20 February 2020 at 07:22 UTC.
The requested start date was Thursday, 20 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 5-day, 1-hour, 7-minute period from Friday, 14 February 2020 at 23:53 UTC to Thursday, 20 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 : 4796
Unique Edges : 13420
Edges With Duplicates : 7870
Total Edges : 21290
Number of Edge Types : 4
MentionsInRetweet : 9871
Replies to : 2919
Mentions : 8434
Tweet : 66
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.01322528363047
Reciprocated Edge Ratio : 0.0261053170388381
Connected Components : 45
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 4702
Maximum Edges in a Connected Component : 21200
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.432114
Graph Density : 0.000679615703388555
Modularity : 0.447159
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,796 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, 20 February 2020 at 07:22 UTC.
The requested start date was Thursday, 20 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 5-day, 1-hour, 7-minute period from Friday, 14 February 2020 at 23:53 UTC to Thursday, 20 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:
[704] joebiden,mikebloomberg [436] kamalaharris,love [429] love,kamalaharris [429] amyklobuchar,love [429] mikebloomberg,don [428] love,ewarren [428] ewarren,love [428] love,amyklobuchar [428] love,joebiden [427] jadedcreative,love Top Word Pairs in Tweet in G1:
[112] joycewhitevance,kamalaharris [94] kamalaharris,georgegascon [77] sifill_ldf,joycewhitevance [57] nemoe_,kamalaharris [52] kamalaharris,thank [51] kamalaharris,offered [51] offered,alternatives [51] alternatives,hinted [51] hinted,inferred [50] many,people Top Word Pairs in Tweet in G2:
[625] joebiden,mikebloomberg [425] amyklobuchar,love [424] love,kamalaharris [424] kamalaharris,love [424] love,ewarren [424] ewarren,love [424] love,amyklobuchar [424] love,joebiden [424] mikebloomberg,don [423] jadedcreative,love Top Word Pairs in Tweet in G3:
[75] kamalaharris,sengillibrand [71] amyklobuchar,ewarren [70] andyostroy,realdonaldtrump [66] ewarren,kamalaharris [54] first,thank [54] thank,amyklobuchar [54] sengillibrand,taking [54] taking,part [53] gwlauren,first [53] part,campaign Top Word Pairs in Tweet in G4:
[248] corybooker,kamalaharris [239] mikebloomberg,amyklobuchar [236] amyklobuchar,corybooker [235] kamalaharris,mittromney [232] mittromney,tomsteyer [227] katies,mikebloomberg [213] tomsteyer,ewarren [170] ewarren,andrewyang [93] kamalaharris,corybooker [75] people,calling Top Word Pairs in Tweet in G5:
[108] never,stop [108] kamalaharris,don [108] care,feel [107] stop,being [107] being,angry [107] angry,kamalaharris [107] don,care [106] notcapnamerica,never [80] mikebloomberg,kamalaharris [74] joebiden,mikebloomberg Top Word Pairs in Tweet in G6:
[144] kamalaharris,douglasemhoff [129] kidpolitics1,kamalaharris [76] deannagmcdonald,kidpolitics1 [72] kamalaharris,always [70] always,forever [70] forever,happy [70] happy,valentine [70] valentine,day [70] day,douglasemhoff [49] annmariedownin1,kristysf Top Word Pairs in Tweet in G7:
[302] cisakrebs,cisagov [302] cisagov,ewarren [302] ewarren,kamalaharris [275] kamalaharris,righteousbabe4 [257] portlusglam,cisakrebs [237] miamiherald,housedemocrats [236] righteousbabe4,miamiherald [202] housedemocrats,fbi [38] fbi,agenthades1 [31] fbi,sum Top Word Pairs in Tweet in G8:
[13] kamalaharris,betoorourke [6] corybooker,kamalaharris [6] betoorourke,jayinslee [5] betoorourke,kamalaharris [4] fucking,miss [4] miss,corybooker [4] jayinslee,gone [4] gone,without [4] without,vote [4] vote,people Top Word Pairs in Tweet in G9:
[27] already,know [27] know,#kimfoxx [27] #kimfoxx,texted [27] texted,#tinatchen [27] #tinatchen,#michelleobama [27] #michelleobama,aid [27] aid,#jussie [27] #jussie,aunt [27] aunt,#kamalaharris [26] jewel4trump,already Top Word Pairs in Tweet in G10:
[2] #speakerpelosi,#aoc [2] #aoc,#betoorourke [2] #betoorourke,#proudresister [2] #proudresister,#ahluwal [2] #ahluwal,#joncoopertweets [2] #joncoopertweets,#kamalaharris [2] #kamalaharris,#amyklobuchar [2] #amyklobuchar,#brycetache Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G5:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: