The graph represents a network of 12,998 Twitter users whose recent tweets contained "QPAC", 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, 27 February 2021 at 09:43 UTC.
The tweets in the network were tweeted over the 13-hour, 25-minute period from Friday, 26 February 2021 at 19:58 UTC to Saturday, 27 February 2021 at 09:23 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 : 12998
Unique Edges : 18870
Edges With Duplicates : 4718
Total Edges : 23588
Number of Edge Types : 5
Tweet : 1820
Retweet : 12397
MentionsInRetweet : 3083
Replies to : 4737
Mentions : 1551
Self-Loops : 1875
Reciprocated Vertex Pair Ratio : 0.00294588867641739
Reciprocated Edge Ratio : 0.00587447181284139
Connected Components : 909
Single-Vertex Connected Components : 740
Maximum Vertices in a Connected Component : 11789
Maximum Edges in a Connected Component : 22307
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.557513
Graph Density : 0.000114872580050105
Modularity : 0.574526
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 12,998 Twitter users whose recent tweets contained "QPAC", 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, 27 February 2021 at 09:43 UTC.
The tweets in the network were tweeted over the 13-hour, 25-minute period from Friday, 26 February 2021 at 19:58 UTC to Saturday, 27 February 2021 at 09:23 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 : QPAC
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:
[3286] #qpac,trending [3253] hashtag,#qpac [2237] party,leading [2237] leading,#qpac [2163] republican,party [1944] #qpac,right [1939] using,hashtag [1938] 000,fast [1938] fast,replies [1938] replies,using Top Word Pairs in Tweet in G1:
[2712] #qpac,trending [2706] hashtag,#qpac [1734] party,leading [1734] leading,#qpac [1633] 000,fast [1633] fast,replies [1633] replies,using [1633] using,hashtag [1546] republican,party [1539] #qpac,right Top Word Pairs in Tweet in G2:
[301] don,give [301] give,shit [301] shit,party [301] party,abuses [301] abuses,process [301] process,caught [301] caught,lying [301] lying,13 [301] 13,members [301] members,saying Top Word Pairs in Tweet in G3:
[1063] beto,aoc [1063] aoc,raised [1063] raised,over [1063] over,million [1063] million,dollars [1063] dollars,texas [1063] texas,ted [1063] ted,cruz [1063] cruz,took [1063] took,photo Top Word Pairs in Tweet in G4:
[115] #qpac,#qpac [92] #qpac2021,#qpac [82] #qpac,#qpac2021 [66] hashtag,#qpac [66] #qpac,trending [38] reallyamerican1,#qpac [37] odal,rune [35] 000,fast [35] fast,replies [35] replies,using Top Word Pairs in Tweet in G5:
[51] #qpac,#qpac [46] #qpac,#qpac2021 [26] #qpac2021,#qpac [7] #cpac2021,#qpac [6] ted,cruz [5] #qpac2021,#clowns [4] cpac,qpac [4] #qpac2021,#cpac2021 [4] #cpac2021,#cpac [4] spreader,event Top Word Pairs in Tweet in G6:
[643] kimberly,guilfoyle [636] actual,photo [636] photo,kimberly [636] guilfoyle,qpac [29] party,leading [29] leading,#qpac [27] republican,party [27] party,gone [27] gone,party [27] party,lincoln Top Word Pairs in Tweet in G7:
[268] omg,miss [268] miss,qpac [268] qpac,good [268] good,recap [268] recap,iampoliticsgirl [268] iampoliticsgirl,need [268] need,know [268] know,train [268] train,wreck [268] wreck,apologies Top Word Pairs in Tweet in G8:
[214] republican,party [188] really,sad [188] sad,see [188] see,republican [188] party,melting [188] melting,down [188] down,cult [188] cult,qpac [188] qpac,jk [188] jk,womp Top Word Pairs in Tweet in G9:
[170] qrazies,#qpac [170] #qpac,satisfied [170] satisfied,until [170] until,america [170] america,smoldering [170] smoldering,pile [170] pile,rubble [170] rubble,happen [170] happen,continuing [170] continuing,fight Top Word Pairs in Tweet in G10:
[116] qpac,today [80] ted,cruz [75] cruz,completely [75] completely,snubbing [75] snubbing,laura [75] laura,loomer [75] loomer,qpac [41] matt,gaetz [41] gaetz,lauren [41] lauren,witzke Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Mentioned in G4:
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Top Mentioned in G6:
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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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: