The graph represents a network of 16,224 Twitter users whose recent tweets contained "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 Tuesday, 22 February 2022 at 05:53 UTC.
The tweets in the network were tweeted over the 15-minute period from Tuesday, 22 February 2022 at 04:12 UTC to Tuesday, 22 February 2022 at 04:27 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 : 16224
Unique Edges : 21190
Edges With Duplicates : 3997
Total Edges : 25187
Number of Edge Types : 5
Retweet : 14739
Replies to : 2161
Mentions : 2191
MentionsInRetweet : 1633
Tweet : 4463
Self-Loops : 4528
Reciprocated Vertex Pair Ratio : 0.00279908770474808
Reciprocated Edge Ratio : 0.00558254936420966
Connected Components : 2389
Single-Vertex Connected Components : 1117
Maximum Vertices in a Connected Component : 11252
Maximum Edges in a Connected Component : 19801
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.140854
Graph Density : 7.35024943887954E-05
Modularity : 0.707104
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 16,224 Twitter users whose recent tweets contained "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 Tuesday, 22 February 2022 at 05:53 UTC.
The tweets in the network were tweeted over the 15-minute period from Tuesday, 22 February 2022 at 04:12 UTC to Tuesday, 22 February 2022 at 04:27 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 : 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1160] invading,ukraine [882] territorial,integrity [781] russia,ukraine [757] security,council [741] eastern,ukraine [668] russia,invading [579] russian,troops [529] invasion,ukraine [520] international,law [503] vladimir,putin Top Word Pairs in Tweet in G1:
[337] invading,ukraine [301] assistance,ukraine [294] security,assistance [257] russia,invaded [257] invaded,ukraine [212] aid,ukraine [197] dirt,biden [197] never,forget [194] withheld,security [186] trump,withheld Top Word Pairs in Tweet in G2:
[98] russia,ukraine [53] ukraine,crisis [48] eastern,ukraine [37] #russia,#ukraine [35] ukraine,russia [30] putin,orders [28] breakaway,regions [27] य,क [27] #ukraine,#ukraineconflict [27] #ukraine,#russia Top Word Pairs in Tweet in G3:
[227] international,law [185] executive,order [180] allies,partners [177] ukraine,next [176] signed,executive [176] order,deny [176] deny,russia [176] russia,chance [176] chance,profit [176] profit,blatant Top Word Pairs in Tweet in G4:
[206] rana,ayyub [203] united,nations [131] security,council [110] martial,law [110] council,meet [108] emergency,canada [108] canada,martial [108] law,ukraine [108] ukraine,putin [108] putin,creating Top Word Pairs in Tweet in G5:
[102] damn,ukraine [99] give,damn [98] ukraine's,border [98] cities,look [98] look,third [98] third,world [98] world,countries [98] countries,borders [98] borders,sieves [98] sieves,sovereignty Top Word Pairs in Tweet in G6:
[167] paul,manafort [94] security,council [59] council,meeting [55] united,nations [54] party,platform [53] donald,trump [46] ukraine,brink [46] brink,invasion [46] invasion,paul [46] manafort,donald Top Word Pairs in Tweet in G7:
[90] territorial,integrity [63] security,council [50] eastern,ukraine [38] united,nations [31] ukraine,russia [28] troops,ukraine [28] international,law [26] russia,illegal [26] illegal,actions [25] russia,orders Top Word Pairs in Tweet in G8:
[105] ukraine,crisis [86] ukraine,poland [84] sullivan,russia [84] russia,planning [84] planning,'extremely [84] 'extremely,violent' [84] violent',operation [84] operation,crush [84] crush,ukraine [76] security,council Top Word Pairs in Tweet in G9:
[155] breakaway,regions [108] russian,troops [108] troops,ukraine [107] putin,orders [100] orders,russian [97] ukraine,recognizing [97] recognizing,breakaway [96] correction,putin [96] regions,deleting [96] deleting,previous Top Word Pairs in Tweet in G10:
[441] invading,ukraine [439] china,threatening [439] threatening,taiwan [439] taiwan,saudis [439] saudis,bombing [439] bombing,yemen [439] yemen,russia [439] russia,invading [439] ukraine,hamas [439] hamas,firing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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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 G3:
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Top Mentioned in G6:
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 G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: