The graph represents a network of 14,655 Twitter users whose recent tweets contained "Jill Biden", 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 Wednesday, 24 November 2021 at 19:24 UTC.
The tweets in the network were tweeted over the 5-day, 14-hour, 21-minute period from Friday, 19 November 2021 at 04:15 UTC to Wednesday, 24 November 2021 at 18:36 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 : 14655
Unique Edges : 20739
Edges With Duplicates : 2410
Total Edges : 23149
Number of Edge Types : 5
Tweet : 1500
Retweet : 15447
Replies to : 1437
MentionsInRetweet : 2994
Mentions : 1771
Self-Loops : 1576
Reciprocated Vertex Pair Ratio : 0.00170981924767953
Reciprocated Edge Ratio : 0.00341380151182638
Connected Components : 1151
Single-Vertex Connected Components : 739
Maximum Vertices in a Connected Component : 12533
Maximum Edges in a Connected Component : 20979
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.299559
Graph Density : 9.54811769371678E-05
Modularity : 0.72106
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 14,655 Twitter users whose recent tweets contained "Jill Biden", 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 Wednesday, 24 November 2021 at 19:24 UTC.
The tweets in the network were tweeted over the 5-day, 14-hour, 21-minute period from Friday, 19 November 2021 at 04:15 UTC to Wednesday, 24 November 2021 at 18:36 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 : Jill Biden
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[15965] jill,biden [10683] first,lady [6854] lady,jill [6049] dr,jill [5421] biden,first [5296] white,house [4980] president,biden [3865] fort,bragg [3283] service,members [3067] lady,dr Top Word Pairs in Tweet in G1:
[1766] jill,biden [1720] president,biden [1179] first,lady [1175] lady,jill [1154] joe,jill [1149] biden,first [1149] air,force [1149] force,one [1149] fort,bragg [1148] breaking,president Top Word Pairs in Tweet in G2:
[2271] jill,biden [1247] first,lady [1197] white,house [1079] lady,jill [945] melania,trump [911] biden,normal [911] normal,happy [911] returns,white [911] gives,christmas [910] four,years Top Word Pairs in Tweet in G3:
[1512] jill,biden [1015] first,lady [818] white,house [663] lady,jill [643] christmas,tree [622] house,christmas [569] dr,jill [528] official,white [522] biden,receives [495] receives,official Top Word Pairs in Tweet in G4:
[1513] jill,biden [1348] first,lady [1279] dr,jill [1248] president,biden [1198] biden,first [1186] second,gentleman [1151] harris,second [1150] asked,thankful [1150] biden,people [1150] people,standing Top Word Pairs in Tweet in G5:
[1071] jill,biden [1048] first,lady [1001] lady,jill [895] biden,first [892] service,members [852] fort,bragg [846] pres,biden [813] members,fort [811] thanksgiving,meals [810] served,thanksgiving Top Word Pairs in Tweet in G6:
[917] jill,biden [802] dr,jill [756] michelle,obama [754] first,ladies [745] think,dr [745] biden,go [745] go,down [745] down,one [745] one,best [745] best,first Top Word Pairs in Tweet in G7:
[580] jill,biden [217] white,house [205] first,lady [138] christmas,tree [127] dr,jill [125] lady,jill [125] house,christmas [113] joe,biden [67] president,joe [62] biden,receives Top Word Pairs in Tweet in G8:
[502] jill,biden [366] first,lady [291] dr,jill [274] lady,dr [252] white,house [213] house,christmas [211] christmas,tree [188] president,biden [187] biden,first [140] fort,bragg Top Word Pairs in Tweet in G9:
[375] jill,biden [348] joe,biden [323] first,lady [290] biden,first [281] dr,jill [259] fort,bragg [255] service,members [253] lady,dr [243] members,families [235] meals,service Top Word Pairs in Tweet in G10:
[368] jill,biden [326] white,house [322] first,lady [304] lady,jill [254] christmas,tree [253] house,christmas [156] official,white [118] biden,kicked [118] kicked,holiday [118] holiday,season 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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Top Tweeters in G10: