The graph represents a network of 10,316 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 November 2022 at 02:06 UTC.
The requested start date was Monday, 14 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 0-hour, 20-minute period from Wednesday, 02 November 2022 at 01:47 UTC to Friday, 04 November 2022 at 02:08 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 : 10316
Unique Edges : 6196
Edges With Duplicates : 8680
Total Edges : 14876
Number of Edge Types : 5
Replies to : 2299
Mentions : 2147
Retweet : 4077
MentionsInRetweet : 4778
Tweet : 1575
Self-Loops : 1599
Reciprocated Vertex Pair Ratio : 0.00392552714221624
Reciprocated Edge Ratio : 0.00782035526756787
Connected Components : 2396
Single-Vertex Connected Components : 869
Maximum Vertices in a Connected Component : 1857
Maximum Edges in a Connected Component : 3521
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.090434
Graph Density : 8.41183976549471E-05
Modularity : 0.635942
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 10,316 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 November 2022 at 02:06 UTC.
The requested start date was Monday, 14 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 0-hour, 20-minute period from Wednesday, 02 November 2022 at 01:47 UTC to Friday, 04 November 2022 at 02:08 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 : GraphServerTwitterSearch
Graph Term : fake news
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:
[6680] fake,news [420] fake,newsâ [345] exposes,fake [343] made,spreadâ [343] time,personal [343] karilake,exposes [343] spreadâ,time [343] experience,media [343] newsâ,made [343] media,one Top Word Pairs in Tweet in G1:
[852] fake,news [43] em,fake [37] uma,fake [23] î,î [23] espalhando,fake [21] vã,deo [17] news,nã [17] maior,fake [16] news,eu [15] famã,lia Top Word Pairs in Tweet in G2:
[217] fake,news [59] occupydemocrats,breaking [43] elon,musk [41] hey,elonmusk [41] twitter,employeeâ [41] internal,tools [41] access,internal [41] froze,twitter [41] employeeâ,access [41] tools,used Top Word Pairs in Tweet in G3:
[328] media,one [328] exposes,fake [328] personal,experience [328] time,personal [328] made,spreadâ [328] spreadâ,time [328] fake,newsâ [328] newsâ,made [328] watch,karilake [328] karilake,exposes Top Word Pairs in Tweet in G4:
[276] fake,news [85] reforma,pensiones [61] news,debilitar [61] pensiones,tributaria [61] fallã,comunicaciã [61] debilitar,reforma [61] volverã,fake [61] tributaria,fallã [60] comunicaciã,yâ [60] kennysubiabre,volverã Top Word Pairs in Tweet in G5:
[306] fake,news [198] morbi,bridge [198] bridge,tragedy [123] news,spread [120] tragedy,par [120] spread,ki [120] par,fake [120] dekh,rahe [120] rahe,ho [120] rahi,hai Top Word Pairs in Tweet in G6:
[197] fake,news [193] news,reportersâ [193] sledgehammer,entire [193] kari,lake [193] takes,sledgehammer [193] lake,takes [193] reportersâ,meltdown [193] entire,crowd [193] meltdown,literal [193] literal,screaming Top Word Pairs in Tweet in G7:
[123] fake,news [14] generalmourao,lulaoficial [12] em,fake [6] lulaoficial,ricardostuckert [5] vã,deo [5] uma,fake [5] ter,acreditado [5] news,lula [5] nikolas_dm,pra [5] terror,em Top Word Pairs in Tweet in G8:
[210] estou,farto [133] fake,news [105] tambã,œingenuidadeâ [105] farto,tambã [105] mentiras,fake [105] chega,estou [105] calãºnias,bolsonarismo [105] bolsonarismo,estou [105] news,calãºnias [105] farto,mentiras Top Word Pairs in Tweet in G9:
[119] fake,news [10] vã,deo [7] juramento,bandeira [7] news,cara [7] felipeneto,fake [7] em,fake [5] ain,fake [5] cara,segundos [5] segundos,google [4] nas,fake Top Word Pairs in Tweet in G10:
[112] fake,news [6] nã,tinha [5] espalhar,fake [5] andressaxa,cid_martins [5] flaviobolsonaro,jairbolsonaro [5] bolsonarosp,jairbolsonaro [5] olha,fake [5] nã,reconheceu [4] news,nã [4] news,bolsonaro 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 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: