The graph represents a network of 14,986 Twitter users whose recent tweets contained "#ImpeachmentHearing", 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 Thursday, 05 December 2019 at 17:03 UTC.
The tweets in the network were tweeted over the 4-hour, 9-minute period from Thursday, 05 December 2019 at 12:12 UTC to Thursday, 05 December 2019 at 16:21 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 : 14986
Unique Edges : 21479
Edges With Duplicates : 2120
Total Edges : 23599
Self-Loops : 623
Reciprocated Vertex Pair Ratio : 0.000318790418070863
Reciprocated Edge Ratio : 0.000637377646255406
Connected Components : 305
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 14353
Maximum Edges in a Connected Component : 22873
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.633195
Graph Density : 9.78112326481916E-05
Modularity : 0.687541
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 14,986 Twitter users whose recent tweets contained "#ImpeachmentHearing", 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 Thursday, 05 December 2019 at 17:03 UTC.
The tweets in the network were tweeted over the 4-hour, 9-minute period from Thursday, 05 December 2019 at 12:12 UTC to Thursday, 05 December 2019 at 16:21 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 : #ImpeachmentHearing
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5098] #shameful,#impeachmenthearing [5093] enter,record [5093] record,#shameful [5092] obtained,unanimous [5092] unanimous,consent [5092] consent,enter [4548] year,old [4545] 13,year [4504] #impeachmenthearing,#impeachinghearings [2334] political,opponent Top Word Pairs in Tweet in G1:
[3944] #shameful,#impeachmenthearing [3940] enter,record [3940] record,#shameful [3939] obtained,unanimous [3939] unanimous,consent [3939] consent,enter [7] chairman,nadler [4] changed,chairman [4] nadler,#impeachmenthearing [4] repmikejohnson,obtained Top Word Pairs in Tweet in G2:
[3546] #impeachmenthearing,#impeachinghearings [1802] wiretapping,political [1802] political,opponent [1802] opponent,impeachable [1802] impeachable,offense [1802] offense,look [1802] look,forward [1802] forward,reading [1802] reading,inspector [1802] inspector,general Top Word Pairs in Tweet in G3:
[3749] 13,year [3749] year,old [1267] old,barron [1233] president,realdonaldtrump [1233] realdonaldtrump,13 [1233] old,#impeachmenthearing [1233] #impeachmenthearing,prof [1233] prof,#pamelakarlan [1233] #pamelakarlan,bully [1233] bully,throwing Top Word Pairs in Tweet in G4:
[86] s,#impeachmenthearing [85] today's,#impeachmenthearing [85] pamela,karlan [84] abuse,power [74] expert,noahrfeldman [72] beyond,hearsay [72] hearsay,now [72] now,democrat [72] democrat,expert [72] noahrfeldman,testifying Top Word Pairs in Tweet in G5:
[120] obtained,unanimous [120] unanimous,consent [120] consent,enter [120] enter,record [120] record,#shameful [120] #shameful,#impeachmenthearing [111] #impeachmenthearing,#impeachinghearings [96] today's,#impeachmenthearing [95] need,factual [95] factual,witnesses Top Word Pairs in Tweet in G6:
[426] 13,year [426] year,old [358] pamela,karlan [343] child,#impeachmenthearing [316] barron,trump [262] old,barron [260] trump,#impeachmenthearing [258] impeachment,sham [258] sham,going [258] going,poorly Top Word Pairs in Tweet in G7:
[586] barron,trump [522] today's,#impeachmenthearing [519] expert,witness [519] professor,karlan [518] judiciary,committee [518] committee,expert [518] witness,professor [518] karlan,donated [518] donated,hillary [518] hillary,clinton Top Word Pairs in Tweet in G8:
[234] house,judiciary [234] #impeachmenthearing,republicans [233] read,book [233] leaving,out [231] know,really [231] really,misleading [231] misleading,during [231] during,yesterday [231] yesterday,s [231] s,house Top Word Pairs in Tweet in G9:
[385] jerry,nadler [255] oops,sleepy [255] sleepy,jerry [255] nadler,caught [255] caught,dozing [255] dozing,chaired [255] chaired,house [255] house,democrats' [255] democrats',#impeachmenthearing [255] #impeachmenthearing,sound Top Word Pairs in Tweet in G10:
[188] prof,karlan [159] isn,t [155] #repgaetz,gotten [155] gotten,fox [155] fox,news [155] news,soundbite [155] soundbite,suggesting [155] suggesting,wrongly [155] wrongly,prof [155] karlan,attacked 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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