The graph represents a network of 14,800 Twitter users whose recent tweets contained "#BidenBorderCrisis", 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, 18 September 2021 at 17:38 UTC.
The tweets in the network were tweeted over the 1-day, 13-hour, 18-minute period from Friday, 17 September 2021 at 03:41 UTC to Saturday, 18 September 2021 at 17:00 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 : 14800
Unique Edges : 17546
Edges With Duplicates : 3204
Total Edges : 20750
Number of Edge Types : 5
Retweet : 16279
MentionsInRetweet : 1850
Tweet : 1193
Mentions : 1041
Replies to : 387
Self-Loops : 1228
Reciprocated Vertex Pair Ratio : 0.000827814569536424
Reciprocated Edge Ratio : 0.00165425971877585
Connected Components : 535
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 14084
Maximum Edges in a Connected Component : 19914
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.960664
Graph Density : 8.27986916573983E-05
Modularity : 0.548547
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 14,800 Twitter users whose recent tweets contained "#BidenBorderCrisis", 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, 18 September 2021 at 17:38 UTC.
The tweets in the network were tweeted over the 1-day, 13-hour, 18-minute period from Friday, 17 September 2021 at 03:41 UTC to Saturday, 18 September 2021 at 17:00 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 : #BidenBorderCrisis
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:
[12238] joe,biden [11727] illegal,aliens [10966] 10,503 [10965] aliens,under [10964] 503,illegal [8282] under,rio [7987] international,bridge [7924] rio,international [7910] manmade,disaster [7506] disaster,caused Top Word Pairs in Tweet in G1:
[9512] joe,biden [9461] illegal,aliens [9455] 10,503 [9455] 503,illegal [9455] aliens,under [6858] under,rio [6594] ground,rio [6594] rio,texas [6594] texas,tonight [6594] tonight,moment Top Word Pairs in Tweet in G2:
[1770] joe,biden [1685] illegal,aliens [1048] under,rio [1025] international,bridge [1021] 10,503 [1019] 503,illegal [1018] aliens,under [995] rio,international [799] manmade,disaster [720] under,bridge Top Word Pairs in Tweet in G3:
[493] southern,border [490] following,billfoxla [489] re,following [489] billfoxla,story [489] story,taking [489] taking,place [489] place,southern [489] border,give [489] give,follow [489] follow,#bidenbordercrisis Top Word Pairs in Tweet in G4:
[514] faa,#bidenbordercrisis [187] illegal,aliens [165] joe,biden [161] 10,503 [161] 503,illegal [161] aliens,under [107] under,rio [100] rio,international [100] international,bridge [92] ground,rio Top Word Pairs in Tweet in G5:
[315] joe,biden [258] manmade,disaster [239] deportation,flights [214] political,decisions [213] rio,disaster [204] cruz,showed [204] showed,biden's [204] biden's,border [204] border,crisis [204] crisis,rio Top Word Pairs in Tweet in G6:
[32] #bidenbordercrisis,#bidenisadisgrace [22] #bidenbordercrisis,#bidendisaster [16] #bidenbordercrisis,#bidenmustresign [15] #bidenisadisgrace,#bidenbordercrisis [14] joe,biden [14] #bordercrisis,#bidenbordercrisis [13] #biden,#bidenbordercrisis [12] southern,border [12] border,crisis [11] biden,administration Top Word Pairs in Tweet in G7:
[192] joe,biden [159] biden,surrendered [159] surrendered,america [159] america,borders [159] borders,surrendered [159] surrendered,taliban [159] taliban,word [159] word,going [159] going,around [159] around,america Top Word Pairs in Tweet in G8:
[96] hollywood,celebs [96] celebs,quiet [96] quiet,#bidenbordercrisis [96] #bidenbordercrisis,lot [96] lot,under [96] under,trump [96] trump,administration [12] joe,biden [11] illegal,aliens [9] 10,503 Top Word Pairs in Tweet in G9:
[69] president,biden [68] #bidenbordercrisis,thank [68] thank,president [68] biden,cleaning [68] cleaning,former [68] former,guy [68] guy,border [68] border,crisis [16] tell,ignorant [16] ignorant,understand Top Word Pairs in Tweet in G10:
[76] last,night [76] night,secretarypete [76] secretarypete,attacked [76] attacked,constitutionally [76] constitutionally,protected [76] protected,pillar [76] pillar,free [76] free,society [76] society,grounding [76] grounding,aerial 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: