The graph represents a network of 6,109 Twitter users whose recent tweets contained "COVID-19", 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 08:05 UTC.
The tweets in the network were tweeted over the 1134-day, 23-hour, 30-minute period from Tuesday, 28 January 2020 at 01:30 UTC to Wednesday, 08 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 : 6109
Unique Edges : 2475
Edges With Duplicates : 9895
Total Edges : 12370
Number of Edge Types : 9
MentionsInReplyTo : 1364
Retweet : 4015
MentionsInRetweet : 4595
Tweet : 1219
Replies to : 678
Quote : 69
Mentions : 368
MentionsInQuote : 35
MentionsInQuoteReply : 27
Self-Loops : 1488
Reciprocated Vertex Pair Ratio : 0.0111845449923742
Reciprocated Edge Ratio : 0.0221216691804927
Connected Components : 1166
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 2528
Maximum Edges in a Connected Component : 5892
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.099256
Graph Density : 0.000159914146444374
Modularity : 0.511556
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,109 Twitter users whose recent tweets contained "COVID-19", 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 08:05 UTC.
The tweets in the network were tweeted over the 1134-day, 23-hour, 30-minute period from Tuesday, 28 January 2020 at 01:30 UTC to Wednesday, 08 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 : COVID-19
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:
[3821] covid,19 [621] miami,open [615] novak,djokovic [607] thing,keeping [607] djokovic,participating [606] tennis,tournament [606] open,tennis [605] keeping,novak [605] participating,miami [605] tournament,president Top Word Pairs in Tweet in G1:
[588] novak,djokovic [585] miami,open [584] participating,miami [584] djokovic,participating [584] thing,keeping [584] tournament,president [584] open,tennis [584] tennis,tournament [584] keeping,novak [584] president,biden Top Word Pairs in Tweet in G2:
[398] covid,19 [28] 19,pandemic [24] contra,covid [18] 19,testing [16] lift,covid [15] during,covid [12] 19,vaccine [11] travelers,china [10] vaksin,booster [10] travel,restrictions Top Word Pairs in Tweet in G3:
[181] covid,19 [56] fox,news [54] emails,zoom [54] zoom,calls [54] calls,fox [53] internal,emails [53] news,coverage [53] imagine,see [53] coverage,covid [53] see,internal Top Word Pairs in Tweet in G4:
[254] covid,19 [176] tried,cover [175] created,bats [175] fauci,tried [175] market,manufactured [175] wasn,created [175] lab,funded [175] wet,market [175] manufactured,lab [175] 19,wasn Top Word Pairs in Tweet in G5:
[217] covid,19 [192] positive,patient [192] room,air [192] pneumonia,pulse [192] patient,pneumonia [192] 84,room [192] treated,covid [192] pulse,ox [192] air,refused [192] successfully,treated Top Word Pairs in Tweet in G6:
[182] covid,19 [178] 19,past [178] never,infected [178] mfs,never [178] infected,covid [178] past,years [177] redlightning420,mfs Top Word Pairs in Tweet in G7:
[170] covid,19 [78] long,covid [73] frighteningly,severe [73] dianna,covid [73] year,dianna [73] turned,frighteningly [73] 19,turned [73] covid,left [73] severe,case [73] case,long Top Word Pairs in Tweet in G8:
[84] covid,19 [27] dr,kirk [27] moore,insists [27] insists,sell [27] kirk,moore [27] sell,fake [27] fake,covid [26] peter,mccullough [26] dr,peter [25] mccullough,john Top Word Pairs in Tweet in G9:
[127] vivo,mundo [127] tema,desabasto [127] pues,entonces [127] resolvió,tema [127] dice,presidente [127] medicamentos,pues [127] desabasto,medicamentos [127] presidente,resolvió [127] entonces,vivo [126] hectorrossete,dice Top Word Pairs in Tweet in G10:
[112] covid,19 [106] florida,capitol [106] inside,florida [104] giving,covid [104] 19,vaccines [69] walmart,set [67] capitol,giving [67] set,inside [67] happening,walmart [67] summoned,police 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: