The graph represents a network of 18,921 Twitter users whose recent tweets contained "Disinformation", 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, 12 February 2020 at 06:52 UTC.
The tweets in the network were tweeted over the 5-hour, 34-minute period from Tuesday, 11 February 2020 at 23:42 UTC to Wednesday, 12 February 2020 at 05:17 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 : 18921
Unique Edges : 20152
Edges With Duplicates : 591
Total Edges : 20743
Number of Edge Types : 5
Retweet : 15997
Tweet : 635
Replies to : 1300
Mentions : 1400
MentionsInRetweet : 1411
Self-Loops : 652
Reciprocated Vertex Pair Ratio : 0.000555948650561003
Reciprocated Edge Ratio : 0.00111127948679093
Connected Components : 792
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 16738
Maximum Edges in a Connected Component : 18238
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.143946
Graph Density : 5.53011503376731E-05
Modularity : 0.589475
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 18,921 Twitter users whose recent tweets contained "Disinformation", 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, 12 February 2020 at 06:52 UTC.
The tweets in the network were tweeted over the 5-hour, 34-minute period from Tuesday, 11 February 2020 at 23:42 UTC to Wednesday, 12 February 2020 at 05:17 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 : Disinformation
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:
[12291] sowing,seeds [12290] americans,against [12287] division,discord [12286] old,trick [12285] doubt,division [12283] methods,sowing [12283] seeds,doubt [12283] discord,turn [12283] turn,americans [12283] against,each Top Word Pairs in Tweet in G1:
[12076] sowing,seeds [12070] division,discord [12069] old,trick [12068] methods,sowing [12068] seeds,doubt [12068] doubt,division [12068] discord,turn [12068] turn,americans [12068] americans,against [12068] against,each Top Word Pairs in Tweet in G2:
[722] disinformation,voter [722] voter,suppression [721] #newhampshire,busloads [721] busloads,illegal [721] illegal,voters [721] voters,state [721] state,2016 [721] 2016,didn [721] didn,happen [721] happen,need Top Word Pairs in Tweet in G3:
[112] disinformation,campaign [73] realdonaldtrump,trump [73] cambridge,analytica [72] trump,doesn [72] doesn,understand [72] understand,elections [72] elections,lost [72] lost,popular [72] popular,vote [72] vote,foreign Top Word Pairs in Tweet in G4:
[533] beyond,difficult [533] difficult,keep [533] keep,lies [533] lies,disinformation [533] disinformation,bias [533] bias,misinformation [533] misinformation,spewing [533] spewing,forth [532] excellent,piece [532] piece,beyond Top Word Pairs in Tweet in G5:
[337] billion,disinformation [337] disinformation,machine [336] trump,campaign [336] campaign,manager [336] manager,brad [336] brad,parscale [336] parscale,built [336] built,billion [334] machine,here's [334] here's,beat Top Word Pairs in Tweet in G6:
[39] 2020,election [37] war,disinformation [36] election,war [36] disinformation,atlantic [35] disinformation,campaign [19] trump,campaign [16] death,star [16] billion,disinformation [14] built,billion [14] disinformation,machine Top Word Pairs in Tweet in G7:
[29] disinformation,campaign [27] media,disinformation [26] negative,media [26] disinformation,flat [26] flat,suppression [26] suppression,berniesanders [26] berniesanders,mass [26] mass,liberal [26] liberal,media [26] media,complex Top Word Pairs in Tweet in G8:
[233] boy,followed [233] followed,around [233] around,campus [233] campus,hours [233] hours,trying [233] trying,bothering [233] bothering,being [233] being,gay [233] gay,meanwhile [233] meanwhile,gay Top Word Pairs in Tweet in G9:
[127] first,let's [127] let's,entirely [127] entirely,clear [127] clear,100 [127] 100,false [127] false,andrewyang [127] andrewyang,dropped [127] dropped,race [127] race,second [127] second,considering Top Word Pairs in Tweet in G10:
[135] article,obama [135] obama,tweeted [135] tweeted,desperate [135] desperate,times [54] call,shoe [54] shoe,foot [54] foot,reason [54] reason,democrats [54] democrats,muddle [54] muddle,beat 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 G5:
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 G5:
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: