The graph represents a network of 9,502 Twitter users whose recent tweets contained "#RepublicanPedos", 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, 17 April 2021 at 20:30 UTC.
The tweets in the network were tweeted over the 3-day, 21-hour, 13-minute period from Tuesday, 13 April 2021 at 22:03 UTC to Saturday, 17 April 2021 at 19:16 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 : 9502
Unique Edges : 18576
Edges With Duplicates : 6021
Total Edges : 24597
Number of Edge Types : 5
Retweet : 15019
MentionsInRetweet : 4214
Replies to : 2945
Mentions : 877
Tweet : 1542
Self-Loops : 1580
Reciprocated Vertex Pair Ratio : 0.00199050681365794
Reciprocated Edge Ratio : 0.00397310513447433
Connected Components : 653
Single-Vertex Connected Components : 554
Maximum Vertices in a Connected Component : 8691
Maximum Edges in a Connected Component : 23733
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.172773
Graph Density : 0.000217460409345295
Modularity : 0.444945
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,502 Twitter users whose recent tweets contained "#RepublicanPedos", 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, 17 April 2021 at 20:30 UTC.
The tweets in the network were tweeted over the 3-day, 21-hour, 13-minute period from Tuesday, 13 April 2021 at 22:03 UTC to Saturday, 17 April 2021 at 19:16 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 : #RepublicanPedos
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:
[3717] matt,gaetz [3636] really,american [3636] american,host [3636] host,chipfranklin [3604] #republicanpedos,#republicanpedos [2955] shame,#republicanpedos [2954] spread,shame [2699] #republicanpedos,trending [2572] nothing,wrong [2572] wrong,states Top Word Pairs in Tweet in G1:
[2771] really,american [2771] american,host [2771] host,chipfranklin [2200] spread,shame [2200] shame,#republicanpedos [1985] republican,hacks [1985] hacks,rushing [1985] rushing,matt [1985] matt,gaetz' [1985] gaetz',defense Top Word Pairs in Tweet in G2:
[2086] #republicanpedos,#republicanpedos [1187] matt,gaetz [671] #republicanpedos,trending [589] sex,trafficking [517] many,republicans [504] really,american [504] american,host [504] host,chipfranklin [474] jeffrey,epstein [441] photos,trump Top Word Pairs in Tweet in G3:
[102] #republicanpedos,#republicanpedos [85] matt,gaetz [78] reminder,rep [78] rep,lauren [78] lauren,boebert's [78] boebert's,co [78] co,husband [78] husband,arrested [78] arrested,showing [78] showing,penis Top Word Pairs in Tweet in G4:
[684] #republicanpedos,trending [679] matt,gaetz [628] jim,jordan [628] sexually,assaulted [627] course,#republicanpedos [627] trending,america [627] america,rep [627] rep,jim [627] jordan,watched [627] watched,boys Top Word Pairs in Tweet in G5:
[36] #republicanpedos,trending [22] matt,gaetz [13] #republicanpedos,#republicanpedos [9] bill,clinton [6] project,veritas [6] #republicanpedos,#democratpedos [5] #exposecnn,#republicanpedos [5] joe,biden [5] donald,trump [5] democrat,#republicanpedos Top Word Pairs in Tweet in G6:
[597] matt,gaetz [208] gaetz,#republicanpedos [206] project,veritas [204] wonder,project [204] veritas,never [204] never,exposes [204] exposes,gop [204] gop,kiddie [204] kiddie,fiddlers [204] fiddlers,matt Top Word Pairs in Tweet in G7:
[291] pedophile,ring [291] ring,pizza [291] pizza,parlor [291] parlor,republican [291] republican,political [291] political,event [291] event,rich [291] rich,men [291] men,tuxedos [291] tuxedos,digital Top Word Pairs in Tweet in G8:
[24] really,american [24] american,host [24] host,chipfranklin [23] spread,shame [23] shame,#republicanpedos [20] republican,hacks [20] hacks,rushing [20] rushing,matt [20] matt,gaetz' [20] gaetz',defense Top Word Pairs in Tweet in G9:
[49] ralph,shortey [49] motel,room [48] ok,state [48] #republicanpedos,former [48] former,gop [48] gop,state [48] state,rep [48] rep,dan [48] dan,kirby [48] kirby,resigned Top Word Pairs in Tweet in G10:
[13] matt,gaetz [10] really,american [10] american,host [10] host,chipfranklin [8] disgusting,think [8] think,#republicanpedos [8] #republicanpedos,lining [8] lining,defend [8] defend,sex [8] sex,trafficker 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:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: