The graph represents a network of 6,703 Twitter users whose tweets in the requested range contained "jama_current", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 July 2022 at 11:18 UTC.
The requested start date was Saturday, 09 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 35-day, 8-hour, 41-minute period from Thursday, 02 June 2022 at 12:19 UTC to Thursday, 07 July 2022 at 21:00 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 : 6703
Unique Edges : 8249
Edges With Duplicates : 17307
Total Edges : 25556
Number of Edge Types : 5
Mentions : 8580
Retweet : 4864
MentionsInRetweet : 10738
Replies to : 1242
Tweet : 132
Self-Loops : 196
Reciprocated Vertex Pair Ratio : 0.0252023935234073
Reciprocated Edge Ratio : 0.0491656938817551
Connected Components : 57
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 6541
Maximum Edges in a Connected Component : 25329
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.986934
Graph Density : 0.000324173273564178
Modularity : 0.406173
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,703 Twitter users whose tweets in the requested range contained "jama_current", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 July 2022 at 11:18 UTC.
The requested start date was Saturday, 09 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 35-day, 8-hour, 41-minute period from Thursday, 02 June 2022 at 12:19 UTC to Thursday, 07 July 2022 at 21:00 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 : 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:
[752] jama_current,part [696] vitamins,supplements [685] systematic,review [680] 50,billion [677] americans,spent [677] spent,50 [677] billion,vitamins [677] supplements,2021 [677] 2021,systematic [677] review,84 Top Word Pairs in Tweet in G1:
[243] artículo,revisión [240] cmno_medint,artículo [238] revista,jama_current [238] jama_current,acceso [234] revisión,choque [234] choque,cardiogénico [234] cardiogénico,infarto [234] infarto,agudo [234] agudo,miocardio [234] miocardio,revista Top Word Pairs in Tweet in G2:
[632] 50,billion [632] vitamins,supplements [630] systematic,review [629] americans,spent [629] spent,50 [629] billion,vitamins [629] supplements,2021 [629] 2021,systematic [629] review,84 [629] 84,studies Top Word Pairs in Tweet in G3:
[533] jama_current,part [523] part,jamanetwork [154] jama_current,jamanetwork [90] covid,19 [75] jama_current,today [74] #decaafii,jama_current [74] today,huge [74] huge,amazing [74] amazing,steering [74] steering,committee Top Word Pairs in Tweet in G4:
[226] unicef,selenagomez [223] picture,speaks [223] speaks,tragedy [223] tragedy,children [223] children,long [223] long,continue [223] continue,unicef [223] selenagomez,drtedros [223] drtedros,atul_gawande [223] atul_gawande,nejm Top Word Pairs in Tweet in G5:
[86] splendid,study [86] study,jama_current [82] bariatric,surgery [75] clevelandclinic,splendid [74] jama_current,shows [72] weight,loss [71] ali_aminian_md,clevelandclinic [67] loss,surgery [66] shows,impressive [66] impressive,benefits Top Word Pairs in Tweet in G6:
[45] long,covid [43] jama_current,part [36] jama_current,jamanetwork [33] covid,19 [31] part,jamanetwork [31] bnt162b2,vaccination [31] vaccination,long [29] clinicians,need [29] need,know [29] paxlovid,rebound Top Word Pairs in Tweet in G7:
[181] sexual,violence [179] trans,youth [178] youth,twice [178] twice,victimized [178] victimized,sexual [178] violence,cisgender [178] cisgender,peers [178] peers,according [177] gbbranstetter,trans [114] according,research Top Word Pairs in Tweet in G8:
[72] inaugural,editorial [66] jama,jama [66] jama,network [65] editor,chief [64] first,week [64] week,eic [64] eic,jama [64] network,inaugural [64] editorial,jama [64] jama,editor Top Word Pairs in Tweet in G9:
[146] zhou,jama [146] jama,complication [146] complication,lymphomatous [146] lymphomatous,adenopathy [146] adenopathy,taking [146] taking,becomes [146] becomes,complicated [146] complicated,issue [146] issue,those [145] p_mcculloughmd,zhou Top Word Pairs in Tweet in G10:
[110] long,covid [106] bnt162b2,vaccination [105] vaccination,reduces [105] reduces,#longcovid [105] #longcovid,mild [105] mild,infections [105] infections,each [105] each,dose [105] dose,#vaccine [105] #vaccine,protects 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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