The graph represents a network of 18 404 Twitter users whose recent tweets contained "(infodemia OR misinformation OR malinformation OR disinformation) (covid OR corona OR korona)", 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 Monday, 28 December 2020 at 11:09 UTC.
The tweets in the network were tweeted over the 1-day, 11-hour, 2-minute period from Saturday, 26 December 2020 at 23:08 UTC to Monday, 28 December 2020 at 10:10 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 : 18404
Unique Edges : 52878
Edges With Duplicates : 1109
Total Edges : 53987
Number of Edge Types : 5
Replies to : 1175
MentionsInRetweet : 34299
Mentions : 1300
Retweet : 16650
Tweet : 563
Self-Loops : 575
Reciprocated Vertex Pair Ratio : 0,000302927032451058
Reciprocated Edge Ratio : 0,00060567059090737
Connected Components : 709
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 16621
Maximum Edges in a Connected Component : 52218
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 3,520107
Graph Density : 0,000155995704989511
Modularity : 0,439774
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 18 404 Twitter users whose recent tweets contained "(infodemia OR misinformation OR malinformation OR disinformation) (covid OR corona OR korona)", 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 Monday, 28 December 2020 at 11:09 UTC.
The tweets in the network were tweeted over the 1-day, 11-hour, 2-minute period from Saturday, 26 December 2020 at 23:08 UTC to Monday, 28 December 2020 at 10:10 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 : (infodemia OR misinformation OR malinformation OR disinformation) (covid OR corona OR korona)
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:
[9316] spread,misinformation [9290] twitter,jack [9272] realdonaldtrump,twitter [9268] misinformation,#covid [9258] twitter,account [9251] continuing,spread [9249] deactivate,realdonaldtrump [9248] account,continuing [9246] jack,deactivate [9243] think,twitter Top Word Pairs in Tweet in G1:
[9011] twitter,jack [9001] realdonaldtrump,twitter [8997] misinformation,#covid [8983] spread,misinformation [8981] twitter,account [8980] deactivate,realdonaldtrump [8979] jack,deactivate [8979] account,continuing [8979] continuing,spread [8976] think,twitter Top Word Pairs in Tweet in G2:
[3177] covid,disinformation [3168] spreading,covid [3044] marcorubio,spreading [3042] fucking,moron [3042] moron,marcorubio [3041] explain,fucking [3015] disinformation,pushing [3015] pushing,line [3015] line,vaccines [3015] vaccines,fauci Top Word Pairs in Tweet in G3:
[63] misinformation,covid [59] spreading,misinformation [54] stop,spreading [52] covid,reported [52] reported,twittersafety [52] twittersafety,blocked [39] spread,misinformation [33] covid,misinformation [29] received,vaccine [26] covid,19 Top Word Pairs in Tweet in G4:
[238] following,juliahb1 [238] juliahb1,festive [238] festive,tweet [17] dispelling,disinformation [16] good,article [16] article,mancunianmedic [16] mancunianmedic,dispelling [16] disinformation,survival [16] survival,fittest [16] fittest,fine Top Word Pairs in Tweet in G5:
[69] covid,19 [65] covid,conspiracies [60] misinformation,spread [59] spread,2020 [57] conspiracies,'fake [57] 'fake,news' [57] news',misinformation [21] 19,misinformation [17] 19,vaccine [16] working,remotely Top Word Pairs in Tweet in G6:
[256] spoke,krystalball [256] krystalball,esaagar [256] esaagar,worst [256] worst,media [256] media,failures [256] failures,2020 [256] 2020,including [256] including,overtly [256] overtly,politicized [256] politicized,covid Top Word Pairs in Tweet in G7:
[240] social,media [132] covid,misinformation [120] section,230 [120] 230,prohibit [120] prohibit,social [120] media,companies [120] companies,suspending [120] suspending,accounts [120] accounts,traffic [120] traffic,covid Top Word Pairs in Tweet in G8:
[148] covid,19 [142] harvard,epidemiologist [142] epidemiologist,eric [142] eric,feigl [142] feigl,ding [142] ding,waged [142] disinformation,campaign [142] american,scientists [142] scientists,working [142] working,covid Top Word Pairs in Tweet in G9:
[145] covid,19 [128] major,source [128] misinformation,conspiracy [128] conspiracy,theories [127] fox,news [127] news,major [127] source,covid [127] 19,misinformation [127] theories,network [127] network,personalities Top Word Pairs in Tweet in G10:
[120] media,company [120] covid,misinformation [116] meghanmccain,husband [116] main,sources [116] sources,covid [115] husband,cofounded [115] cofounded,media [115] company,federalist [115] federalist,main [115] misinformation,talk 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: