The graph represents a network of 4,649 Twitter users whose recent tweets contained "jama_current", 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 12:13 UTC.
The tweets in the network were tweeted over the 2074-day, 6-hour, 17-minute period from Wednesday, 07 June 2017 at 18:21 UTC to Saturday, 11 February 2023 at 00:38 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 : 4649
Unique Edges : 4775
Edges With Duplicates : 11400
Total Edges : 16175
Number of Edge Types : 9
Mentions : 2377
MentionsInRetweet : 5866
Retweet : 3310
MentionsInReplyTo : 3275
Replies to : 761
Quote : 84
Tweet : 150
MentionsInQuote : 230
MentionsInQuoteReply : 122
Self-Loops : 483
Reciprocated Vertex Pair Ratio : 0.0218862815884477
Reciprocated Edge Ratio : 0.0428350629277986
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 4641
Maximum Edges in a Connected Component : 16138
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.825499
Graph Density : 0.000419185885292083
Modularity : 0.385952
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,649 Twitter users whose recent tweets contained "jama_current", 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 12:13 UTC.
The tweets in the network were tweeted over the 2074-day, 6-hour, 17-minute period from Wednesday, 07 June 2017 at 18:21 UTC to Saturday, 11 February 2023 at 00:38 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 : jama_current
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:
[677] jama_current,part [633] part,jamanetwork [335] health,care [327] damaging,devastating [327] 28,days [327] devastating,strokes [327] days,c19 [327] neurologically,damaging [327] signal,7757 [327] lt,28 Top Word Pairs in Tweet in G1:
[127] carry,head [127] population,immunocompromised [127] immunocompromised,huge [127] number,carry [127] head,jama_current [127] jama_current,population [126] peterhotez,number [120] covid,19 [118] tuberculosis,latente [117] meses,diario Top Word Pairs in Tweet in G2:
[548] jama_current,part [532] part,jamanetwork [138] health,care [123] existential,threat [122] jama_current,jamanetwork [121] threat,greed [120] greed,health [117] care,jama_current [60] covid,19 [45] nonhuman,authors Top Word Pairs in Tweet in G3:
[327] damaging,devastating [327] 7757,neurologically [327] stroke,signal [327] devastating,strokes [327] lt,28 [327] strokes,lt [327] neurologically,damaging [327] days,c19 [327] 28,days [327] signal,7757 Top Word Pairs in Tweet in G4:
[69] ltbi,treatment [69] treatment,algorithm [68] infection,proposed [68] tuberculosis,infection [68] jama_current,management [68] proposed,ltbi [68] management,latent [68] review,article [68] article,jama_current [68] latent,tuberculosis Top Word Pairs in Tweet in G5:
[76] blood,draws [64] sleeping,hours [62] hours,contributor [62] during,usual [62] draws,during [62] hospital,syndrome [62] contributor,hospital [62] usual,sleeping [62] syndrome,usual [62] published,jama_current Top Word Pairs in Tweet in G6:
[114] direct,consumer [112] drug,ads [111] clinical,effect [111] drug's,clinical [111] less,drug's [111] drug,companies [111] spent,drug [111] consumer,drug [111] effect,more [111] ads,less Top Word Pairs in Tweet in G7:
[20] medical_xpress,study [19] jamanetworkopen,jama_current [17] study,finds [17] jama_current,thelancetinfdis [14] increased,risk [14] jama_current,jamainternalmed [13] sex,chromosome [13] pregnant,people [12] supernumerary,sex [12] jamanetworkopen,_xiaojuanli Top Word Pairs in Tweet in G8:
[99] genital,warts [98] infections,caused [98] types,human [98] caused,types [98] warts,one [98] transmitted,infections [98] sexually,transmitted [98] common,sexually [98] one,common [97] innov_medicine,genital Top Word Pairs in Tweet in G9:
[77] health,care [39] existential,threat [39] threat,greed [39] greed,health [24] donberwick,existential [20] harvardecon,nberpubs [20] piece,donberwick [20] hmshcp,harvardecon [20] nberpubs,jama_current [20] take,minute Top Word Pairs in Tweet in G10:
[95] latent,tuberculosis [95] tuberculosis,infection [95] management,latent [88] jama,2023 [88] published,current [88] infection,jama [88] 19,proposed [88] jan,19 [88] 2023,jan [88] algorithm,published Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: