The graph represents a network of 18,366 Twitter users whose recent tweets contained "Ivanka", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 19 January 2021 at 20:10 UTC.
The tweets in the network were tweeted over the 8-hour, 11-minute period from Tuesday, 19 January 2021 at 11:28 UTC to Tuesday, 19 January 2021 at 19:39 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 : 18366
Unique Edges : 20627
Edges With Duplicates : 1000
Total Edges : 21627
Number of Edge Types : 5
Retweet : 14983
Replies to : 2924
Tweet : 1000
MentionsInRetweet : 1050
Mentions : 1670
Self-Loops : 1044
Reciprocated Vertex Pair Ratio : 0.00249538354045017
Reciprocated Edge Ratio : 0.00497834420271818
Connected Components : 1198
Single-Vertex Connected Components : 571
Maximum Vertices in a Connected Component : 15814
Maximum Edges in a Connected Component : 19284
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.748697
Graph Density : 5.95538121777658E-05
Modularity : 0.739262
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 18,366 Twitter users whose recent tweets contained "Ivanka", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 19 January 2021 at 20:10 UTC.
The tweets in the network were tweeted over the 8-hour, 11-minute period from Tuesday, 19 January 2021 at 11:28 UTC to Tuesday, 19 January 2021 at 19:39 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 : TwitterSearch
Graph Term : Ivanka
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:
[8665] white,house [8321] ivanka,departs [8321] departs,white [8321] final,time [8320] house,final [2626] ivanka,trump [1774] senior,advisor [1724] ask,ivanka [1721] one,biden [1721] biden,ask Top Word Pairs in Tweet in G1:
[7883] white,house [7878] ivanka,departs [7878] departs,white [7878] house,final [7878] final,time [22] projectlincoln,ivanka [7] projectlincoln,sorry [7] sorry,misidentified [7] misidentified,witches [7] witches,give Top Word Pairs in Tweet in G2:
[1657] ivanka,trump [1649] senior,advisor [1604] one,biden [1604] biden,ask [1604] ask,ivanka [1604] trump,senior [1604] advisor,oath [1604] oath,ceremony [1604] ceremony,swipe [1604] swipe,bible Top Word Pairs in Tweet in G3:
[1205] cruz,hawley [1205] mcenany,kellyanne [1204] nazis,allowed [1204] allowed,rehabilitate [1204] rehabilitate,themselves [1204] themselves,germany [1204] germany,held [1204] held,nuremberg [1204] nuremberg,trials [1204] trials,implemented Top Word Pairs in Tweet in G4:
[298] ivankatrump,ivanka [170] domestic,terrorists [157] crime,family [110] ripped,charities [110] charities,estate [110] estate,investors [110] investors,fashion [110] fashion,designers [105] ivanka,running [105] running,pr Top Word Pairs in Tweet in G5:
[134] ivanka,trump [34] ivanka,trump's [32] white,house [28] enabling,father's [28] jared,kushner [27] trump's,legacy [27] legacy,enabling [27] father's,odious [27] odious,actions [26] jared,ivanka Top Word Pairs in Tweet in G6:
[373] usda,farmer [373] farmer,food [373] food,box [373] box,program [373] program,paid [373] paid,70m [373] 70m,produce [373] produce,company [373] company,owned [373] owned,vocal Top Word Pairs in Tweet in G7:
[348] ashley,biden [305] holy,fuck [305] fuck,hearing [305] hearing,ashley [305] biden,speak [305] speak,complete [305] complete,180 [305] 180,plastic [305] plastic,robot [305] robot,barbie Top Word Pairs in Tweet in G8:
[30] ivanka,jared [30] days,left [30] party,ing [30] ing,dress [30] dress,melania [30] national,mall [30] mall,potus [30] biden,inaugural [30] inaugural,stage [28] left,monday Top Word Pairs in Tweet in G9:
[55] white,house [50] jr,eric [48] kayleigh,mcenany [48] kellyanne,conway [46] don,jr [46] trump,ivanka [45] ivanka,kushner [43] kushner,made [43] made,fortune [43] fortune,serving Top Word Pairs in Tweet in G10:
[141] presssec,ivanka [139] ivanka,lite [137] sad,presssec [137] lite,oval [137] oval,office [137] office,final [137] final,24 [137] 24,hours [137] hours,snuck [137] snuck,under 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 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: