The graph represents a network of 17,697 Twitter users whose recent tweets contained "Biden Ukraine", 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 Saturday, 17 October 2020 at 02:05 UTC.
The tweets in the network were tweeted over the 5-hour, 46-minute period from Friday, 16 October 2020 at 12:27 UTC to Friday, 16 October 2020 at 18:14 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 : 17697
Unique Edges : 25921
Edges With Duplicates : 2116
Total Edges : 28037
Number of Edge Types : 5
Retweet : 14576
MentionsInRetweet : 5759
Replies to : 3027
Tweet : 1495
Mentions : 3180
Self-Loops : 1591
Reciprocated Vertex Pair Ratio : 0.00134069400630915
Reciprocated Edge Ratio : 0.00267779790501693
Connected Components : 1291
Single-Vertex Connected Components : 760
Maximum Vertices in a Connected Component : 15293
Maximum Edges in a Connected Component : 25692
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.154094
Graph Density : 8.10879562856405E-05
Modularity : 0.793354
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 17,697 Twitter users whose recent tweets contained "Biden Ukraine", 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 Saturday, 17 October 2020 at 02:05 UTC.
The tweets in the network were tweeted over the 5-hour, 46-minute period from Friday, 16 October 2020 at 12:27 UTC to Friday, 16 October 2020 at 18:14 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 : Biden Ukraine
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:
[4580] hunter,biden [4028] biden,ukraine [3258] joe,biden [3207] russian,intelligence [2684] target,russian [2639] giuliani,target [2613] white,house [2381] intelligence,operation [2359] misinformation,trump [2345] feed,misinformation Top Word Pairs in Tweet in G1:
[613] joe,biden [576] hunter,biden [318] ukraine,china [249] biden,introduced [238] ukrainian,energy [226] biden,ukrainian [225] ny,reports [225] reports,hunter [225] introduced,joe [225] energy,oligarchs Top Word Pairs in Tweet in G2:
[1288] target,russian [1280] giuliani,target [1280] russian,intelligence [1278] feed,misinformation [1273] misinformation,trump [1261] white,house [1256] house,warned [1254] intelligence,operation [1254] operation,feed [1251] warned,giuliani Top Word Pairs in Tweet in G3:
[1042] hunter,biden [992] biden,ukraine [967] one,single [967] single,question [967] question,hunter [967] ukraine,deals [967] deals,burisma [967] burisma,one [967] one,#bidentownhall [967] #bidentownhall,joke Top Word Pairs in Tweet in G4:
[585] biden,ukraine [433] ukraine,investigation [431] mittromney,remember [431] remember,supported [431] supported,trump [431] trump,russia [431] russia,investigation [431] investigation,opposed [431] opposed,biden [431] investigation,sit Top Word Pairs in Tweet in G5:
[837] biden,ukraine [775] vice,president [758] tucker,segment [758] segment,makes [758] makes,more [758] more,plausible [758] plausible,case [758] case,alleged [758] alleged,high [758] high,crimes Top Word Pairs in Tweet in G6:
[786] biden,asked [786] dealings,ukraine [783] ukraine,one [780] re,keeping [780] keeping,score [780] score,home [780] home,trump [780] trump,asked [780] asked,anon [780] anon,biden Top Word Pairs in Tweet in G7:
[821] hunter,biden [790] ukraine,china [574] biden,sold [574] sold,access [574] access,dad [574] dad,ukraine [574] china,direct [574] direct,email [574] email,evidence [574] evidence,those Top Word Pairs in Tweet in G8:
[170] joe,biden [150] hunter,biden [142] white,house [142] russian,intelligence [136] giuliani,target [132] target,russian [132] intelligence,operation [131] house,warned [131] operation,feed [131] feed,misinformation Top Word Pairs in Tweet in G9:
[637] hunter,biden [599] according,email [599] email,tucker [599] tucker,carlson [599] carlson,reported [599] reported,last [599] last,night [599] night,burisma [599] burisma,exec [599] exec,provided Top Word Pairs in Tweet in G10:
[248] target,russian [221] russian,assets [220] friend,rudy [220] rudy,worked [220] worked,russian [220] assets,ukraine [215] trump,aides [215] aides,delivered [215] delivered,stark [215] stark,warning Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G5:
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Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: