The graph represents a network of 6,079 Twitter users whose recent tweets contained "Coronavirus", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 10:00 UTC.
The tweets in the network were tweeted over the 1365-day, 11-hour, 28-minute period from Friday, 07 June 2019 at 13:32 UTC to Saturday, 04 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 6079
Unique Edges : 2890
Edges With Duplicates : 10025
Total Edges : 12915
Number of Edge Types : 9
Retweet : 3631
MentionsInRetweet : 4368
Replies to : 1064
MentionsInReplyTo : 2149
Tweet : 1188
Mentions : 359
Quote : 68
MentionsInQuoteReply : 63
MentionsInQuote : 25
Self-Loops : 1571
Reciprocated Vertex Pair Ratio : 0.0212111398963731
Reciprocated Edge Ratio : 0.0415411447597907
Connected Components : 1203
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 2101
Maximum Edges in a Connected Component : 5146
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.805357
Graph Density : 0.00017069861282951
Modularity : 0.511622
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,079 Twitter users whose recent tweets contained "Coronavirus", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 10:00 UTC.
The tweets in the network were tweeted over the 1365-day, 11-hour, 28-minute period from Friday, 07 June 2019 at 13:32 UTC to Saturday, 04 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Coronavirus
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:
[851] bill,gates [822] show,cdc [822] both,china [822] cdc,ownership [822] patents,show [822] ownership,coronavirus [822] involved,creation [822] coronavirus,both [822] china,involved [820] crimes,patents Top Word Pairs in Tweet in G1:
[810] bill,gates [804] cdc,ownership [804] coronavirus,both [804] crimes,patents [804] gates,crimes [804] both,china [804] china,involved [804] ownership,coronavirus [804] show,cdc [804] involved,creation Top Word Pairs in Tweet in G2:
[114] covid,19 [37] cure,long [37] long,covidiocy [36] ain,cure [34] #coronavirus,#covid19 [24] 03,03 [21] coronavirus,pandemic [18] perfect,enemy [17] #covid19,#covid_19 [16] news,perfect Top Word Pairs in Tweet in G3:
[174] breaches,coronavirus [126] boris,johnson [93] privileges,committee [91] guidance,'obvious' [91] coronavirus,guidance [83] coronavirus,rules [67] breaching,coronavirus [67] naive,person [67] person,believe [67] pretty,naive Top Word Pairs in Tweet in G4:
[165] people,died [164] correct,china [164] organization,led [164] health,organization [164] china,lied [164] china,lie [164] died,world [164] led,drtedros [164] everything,correct [164] world,health Top Word Pairs in Tweet in G5:
[23] covid,19 [23] deaths,prevented [22] coronavirus,deaths [22] prevented,disproportionate [22] roughly,40 [22] impact,covid [22] 40,coronavirus [22] disproportionate,impact [15] united,states [11] tedcruz,roughly Top Word Pairs in Tweet in G6:
[37] köln,liegt [37] liegt,die [37] hochburgen,quasi [37] infektionszahlen,karnevals [37] quasi,explodiert [37] aschermittwoch,die [37] die,corona [37] corona,infektionszahlen [37] karnevals,hochburgen [37] explodiert,köln Top Word Pairs in Tweet in G7:
[100] trump,supporter [100] massachusetts,republican [100] zuern,former [100] linda,zuern [100] republican,state [100] candidate,spread [100] supporter,linda [100] state,committee [100] committee,candidate [100] unvaccinated,trump Top Word Pairs in Tweet in G8:
[21] coronavirus,human [19] human,pathogen [19] happened,sars [19] pathogen,happened [19] serial,passage [19] gof,serial [19] lawrence,livermore [19] cow,coronavirus [19] passage,convert [19] convert,cow Top Word Pairs in Tweet in G9:
[15] event,201 [15] bill,gates [12] attacking,virus [11] _jenniferlong,charlotteruse3 [11] benjami59264573,_jenniferlong [11] michaelpbreton,crispr_cas69 [11] charlotteruse3,michaelpbreton [11] crispr_cas69,kaiserineuropa [9] kaiserineuropa,bpinckaer [8] 2019,bill Top Word Pairs in Tweet in G10:
[39] dat,coronavirus [38] bestaande,medicijnen [28] wuhan,laboratorium [28] weet,dat [28] zeker,weet [28] fbi,bijna [28] dat,fbi [28] mevrouw,koopmans [28] baalt,feit [28] bijna,zeker Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: