The graph represents a network of 18,678 Twitter users whose recent tweets contained "Impeach 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 Tuesday, 26 January 2021 at 22:14 UTC.
The tweets in the network were tweeted over the 4-day, 0-hour, 36-minute period from Friday, 22 January 2021 at 21:23 UTC to Tuesday, 26 January 2021 at 21:59 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 : 18678
Unique Edges : 20272
Edges With Duplicates : 2051
Total Edges : 22323
Number of Edge Types : 5
Replies to : 4153
Tweet : 2151
Mentions : 2539
Retweet : 12172
MentionsInRetweet : 1308
Self-Loops : 2239
Reciprocated Vertex Pair Ratio : 0.00135770234986945
Reciprocated Edge Ratio : 0.00271172298706717
Connected Components : 2351
Single-Vertex Connected Components : 1396
Maximum Vertices in a Connected Component : 14397
Maximum Edges in a Connected Component : 18358
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.529663
Graph Density : 5.49693410907985E-05
Modularity : 0.807344
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 18,678 Twitter users whose recent tweets contained "Impeach 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 Tuesday, 26 January 2021 at 22:14 UTC.
The tweets in the network were tweeted over the 4-day, 0-hour, 36-minute period from Friday, 22 January 2021 at 21:23 UTC to Tuesday, 26 January 2021 at 21:59 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 : Impeach 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[7200] joe,biden [7030] impeach,biden [4486] trying,impeach [3993] john,trump [3992] donald,john [2431] impeach,donald [2411] president,joe [2375] trump,president [2374] still,trying [2372] longer,president Top Word Pairs in Tweet in G1:
[5423] joe,biden [3832] donald,john [3832] john,trump [2254] trying,impeach [2253] still,trying [2253] impeach,donald [2253] trump,longer [2253] longer,president [2253] president,something [2253] something,very Top Word Pairs in Tweet in G2:
[1093] impeach,biden [314] joe,biden [191] impeach,joe [177] biden,impeach [135] impeach,trump [132] million,voted [103] impeach,president [88] biden,harris [87] former,president [84] voted,biden Top Word Pairs in Tweet in G3:
[1759] impeach,biden [1757] trying,impeach [1756] dumb,people [1755] biden,already [1755] already,hasn [1755] hasn,taken [1755] taken,shit [1755] shit,white [1755] white,house [1755] house,shows Top Word Pairs in Tweet in G4:
[662] impeach,biden [218] joe,biden [120] impeach,trump [108] impeach,joe [73] trying,impeach [67] impeach,president [60] biden,harris [50] president,trump [48] president,biden [35] biden,impeach Top Word Pairs in Tweet in G5:
[1085] impeach,biden [7] biden,2021 [4] joe,biden [3] donald,john [3] john,trump [2] still,trying [2] trying,impeach [2] impeach,donald [2] trump,longer [2] longer,president Top Word Pairs in Tweet in G6:
[801] dan,crenshaw [801] crenshaw,questioning [801] questioning,biden's [801] biden's,christianity [801] christianity,john [801] john,cornyn [801] cornyn,threatening [801] threatening,impeach [801] impeach,former [801] former,democratic Top Word Pairs in Tweet in G7:
[322] biden,tries [315] tries,start [315] start,civil [315] civil,war [315] war,impeach [315] impeach,john [76] impeach,biden [32] joe,biden [28] president,biden [24] johncornyn,biden Top Word Pairs in Tweet in G8:
[408] party,made [408] made,13 [408] 13,congressional [408] congressional,calls [408] calls,impeach [408] impeach,obama [408] obama,based [408] based,mostly [408] mostly,right [408] right,wing Top Word Pairs in Tweet in G9:
[400] joe,biden [308] over,12 [308] 12,000 [308] 000,dead [308] dead,chinavirus [308] chinavirus,caused [308] caused,joe [308] biden,1st [308] 1st,days [308] days,impeach Top Word Pairs in Tweet in G10:
[319] tell,senate [319] senate,vote [319] vote,#convicttrump [175] marriott,walmart [175] walmart,amazon [175] amazon,companies [175] companies,pulled [175] pulled,funding [175] funding,147 [175] 147,gop 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: