The graph represents a network of 13,988 Twitter users whose recent tweets contained "Giuliani", 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 Sunday, 09 May 2021 at 08:47 UTC.
The tweets in the network were tweeted over the 1-day, 11-hour, 12-minute period from Friday, 07 May 2021 at 19:10 UTC to Sunday, 09 May 2021 at 06:22 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 : 13988
Unique Edges : 19902
Edges With Duplicates : 5415
Total Edges : 25317
Number of Edge Types : 5
Retweet : 15086
Replies to : 1557
Tweet : 1868
MentionsInRetweet : 4375
Mentions : 2431
Self-Loops : 2016
Reciprocated Vertex Pair Ratio : 0.00398483817669356
Reciprocated Edge Ratio : 0.00793804453049371
Connected Components : 1139
Single-Vertex Connected Components : 657
Maximum Vertices in a Connected Component : 11607
Maximum Edges in a Connected Component : 22500
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.668548
Graph Density : 0.000105596644655883
Modularity : 0.66301
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,988 Twitter users whose recent tweets contained "Giuliani", 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 Sunday, 09 May 2021 at 08:47 UTC.
The tweets in the network were tweeted over the 1-day, 11-hour, 12-minute period from Friday, 07 May 2021 at 19:10 UTC to Sunday, 09 May 2021 at 06:22 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 : Giuliani
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:
[10011] rudy,giuliani [3573] donald,trump [2617] michael,cohen [2307] legal,bills [1363] going,pay [1360] trump,going [1357] better,chance [1357] himself,moon [1356] chance,sling [1355] sling,shooting Top Word Pairs in Tweet in G1:
[1799] rudy,giuliani [1258] donald,trump [1153] legal,bills [830] breaking,donald [830] trump,informs [830] informs,rudy [830] giuliani,mexico [830] mexico,pay [830] pay,rudy's [830] rudy's,legal Top Word Pairs in Tweet in G2:
[1294] rudy,giuliani [938] donald,trump [568] going,pay [567] trump,going [566] thought,donald [565] day,better [565] better,chance [565] chance,sling [565] sling,shooting [565] shooting,himself Top Word Pairs in Tweet in G3:
[806] rudy,giuliani [366] federal,prosecutors [358] giuliani,anything [357] anything,offer [357] offer,prosecutors [357] prosecutors,save [357] save,himself [357] fish,left [356] himself,trump [356] trump,bigger Top Word Pairs in Tweet in G4:
[1120] rudy,giuliani [647] michael,cohen [534] cohen,confirming [534] confirming,suspected [534] suspected,rudy [534] giuliani,doing [534] doing,tv [534] tv,interviews [534] interviews,drunk [534] drunk,years Top Word Pairs in Tweet in G5:
[857] rudy,giuliani [511] federal,judge [511] judge,deny [511] deny,rudy [510] dominion,voting [510] voting,systems [510] billion,defamation [510] defamation,lawsuit [510] lawsuit,against [509] motion,dismiss Top Word Pairs in Tweet in G6:
[1056] rudy,giuliani [465] still,believe [465] believe,former [465] former,guy [465] guy,paid [465] paid,stormy [465] stormy,daniels [465] daniels,more [465] more,money [465] money,cover Top Word Pairs in Tweet in G7:
[253] rudy,giuliani [125] michael,cohen [82] legal,fees [78] giuliani's,legal [66] fees,'two [66] 'two,cents' [65] cohen,giuliani's [65] cents',trump [40] trump,fear [40] fear,rudy Top Word Pairs in Tweet in G8:
[427] rudy,giuliani [184] investigation,rudy [158] rudy,giuliani's [132] federal,investigators [132] viktor,shokin [131] investigators,looking [131] secure,visa [131] ukrainian,prosecutor [130] looking,rudy [129] exclusive,federal Top Word Pairs in Tweet in G9:
[305] rudy,giuliani [270] giuliani,ex [270] ex,police [270] police,commissioner [270] commissioner,convicted [270] convicted,fraudster [270] fraudster,isn [270] isn,being [270] being,subtle [270] subtle,racist Top Word Pairs in Tweet in G10:
[296] rudy,giuliani [262] donald,trump [128] white,house [116] legal,team [100] looking,giuliani [91] october,2019 [91] effort,convince [91] convince,white [91] house,reluctant [91] reluctant,state Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 G3:
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Top Mentioned in G7:
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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:
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Top Tweeters in G10: