The graph represents a network of 2,565 Twitter users whose recent tweets contained "#TrumpMadness", 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 Wednesday, 25 March 2020 at 15:39 UTC.
The tweets in the network were tweeted over the 4-day, 14-hour, 35-minute period from Saturday, 21 March 2020 at 00:45 UTC to Wednesday, 25 March 2020 at 15:21 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 : 2565
Unique Edges : 4276
Edges With Duplicates : 743
Total Edges : 5019
Number of Edge Types : 5
Retweet : 1880
MentionsInRetweet : 2002
Replies to : 515
Mentions : 329
Tweet : 293
Self-Loops : 308
Reciprocated Vertex Pair Ratio : 0.000702247191011236
Reciprocated Edge Ratio : 0.00140350877192982
Connected Components : 202
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 2221
Maximum Edges in a Connected Component : 4620
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.596032
Graph Density : 0.000650026001040042
Modularity : 0.610893
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 2,565 Twitter users whose recent tweets contained "#TrumpMadness", 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 Wednesday, 25 March 2020 at 15:39 UTC.
The tweets in the network were tweeted over the 4-day, 14-hour, 35-minute period from Saturday, 21 March 2020 at 00:45 UTC to Wednesday, 25 March 2020 at 15:21 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 : #TrumpMadness
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:
[930] #eastermassacre,#trumpmadness [779] important,#stayhome [779] #stayhome,repkatieporter's [779] repkatieporter's,sister [779] sister,dremilyportermd [779] dremilyportermd,breaks [779] breaks,down [779] down,#eastermassacre [779] #trumpmadness,#stimulusplan [526] round,game Top Word Pairs in Tweet in G1:
[657] important,#stayhome [657] #stayhome,repkatieporter's [657] repkatieporter's,sister [657] sister,dremilyportermd [657] dremilyportermd,breaks [657] breaks,down [657] down,#eastermassacre [657] #eastermassacre,#trumpmadness [657] #trumpmadness,#stimulusplan [5] deadly,failure Top Word Pairs in Tweet in G2:
[495] round,game [452] trump,lie [429] head,head [325] lie,worse [286] 63,head [286] trump,madness [286] madness,bracket [286] #trumpmadness,round [262] game,63 [249] head,trump Top Word Pairs in Tweet in G3:
[160] #trumpmadness,#coronavirus [138] tribelaw,nkscheid [138] those,need [135] nkscheid,president [135] president,available [135] available,medical [135] medical,equipment [135] equipment,those [135] need,removed [135] removed,office Top Word Pairs in Tweet in G4:
[68] people,dying [67] realdonaldtrump,people [67] dying,york [67] york,city [67] city,trump [67] trump,slow [67] slow,send [67] send,aid [67] aid,cuomo [67] cuomo,respectful Top Word Pairs in Tweet in G5:
[10] #trumpmadness,#eastermassacre [8] #trumpliesamericansdie,#trumpmadness [6] #trumpvirus,#trumpmadness [4] #trumpmadness,#trumpliesamericansdie [4] #eastermassacre,#trumpmadness [3] donald,trump [3] push,back [3] #trumpmadness,#25thamendmentnow [3] #stayhome,#trumpmadness [3] back,work Top Word Pairs in Tweet in G6:
[128] #eastermassacre,#trumpmadness [109] keeps,getting [109] getting,dumber [109] dumber,dumber [109] dumber,brit [109] brit,hume [109] hume,dan [109] dan,patrick's [109] patrick's,notion [109] notion,saving Top Word Pairs in Tweet in G7:
[7] #trumpmadness,#trumpliesaboutcoronavirus [6] realdonaldtrump,#trumpmadness [6] someone,anyone [4] thetweetwit,#trumpisacompletefailure [4] #trumpisacompletefailure,#weneedppe [4] #weneedppe,#ppeshortage [4] #ppeshortage,#weneedventilators [4] #weneedventilators,#ventilators [4] #ventilators,#weneedtests [4] #weneedtests,#trumpfail Top Word Pairs in Tweet in G8:
[37] reopening,country [31] #eastermassacre,#trumpmadness [31] country,lead [31] lead,#eastermassacre [31] #eastermassacre,many [31] many,million [31] million,americans [31] americans,die [31] die,over [31] over,course Top Word Pairs in Tweet in G9:
[2] jdw714,mylakelady [2] mylakelady,lou_bruette [2] lou_bruette,sonadorliveson [2] sonadorliveson,dogsbcool [2] dogsbcool,simon_r_katz [2] simon_r_katz,lor_blueeyes [2] lor_blueeyes,lastlaughaemial [2] lastlaughaemial,wotrwokr [2] wotrwokr,mistah_j_2020 [2] mistah_j_2020,thatsmrking2u Top Word Pairs in Tweet in G10:
[36] talk,rino [36] rino,trump [36] trump,switched [36] switched,party [36] party,affiliation [36] affiliation,republican [36] republican,2012 [36] 2012,mitt [36] mitt,romney [36] romney,look Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: