The graph represents a network of 6,508 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, 08 January 2022 at 12:02 UTC.
The requested start date was Saturday, 08 January 2022 at 01:01 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, 17-hour, 8-minute period from Friday, 03 December 2021 at 04:06 UTC to Friday, 07 January 2022 at 21:14 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 : 6508
Unique Edges : 10528
Edges With Duplicates : 18794
Total Edges : 29322
Number of Edge Types : 5
Retweet : 4028
MentionsInRetweet : 10329
Mentions : 12797
Replies to : 2061
Tweet : 107
Self-Loops : 235
Reciprocated Vertex Pair Ratio : 0.0340762571375944
Reciprocated Edge Ratio : 0.065906661916637
Connected Components : 62
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 6300
Maximum Edges in a Connected Component : 29046
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.850903
Graph Density : 0.000397708902020225
Modularity : 0.405821
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,508 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, 08 January 2022 at 12:02 UTC.
The requested start date was Saturday, 08 January 2022 at 01:01 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, 17-hour, 8-minute period from Friday, 03 December 2021 at 04:06 UTC to Friday, 07 January 2022 at 21:14 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:
[885] jama_current,part [796] part,jamanetwork [652] jama_current,jamanetwork [520] covid,19 [394] jama_current,jamainternalmed [260] serapsimsekyvz,jama_current [210] advance,care [188] cdcgov,harvard [188] harvard,stanford [188] stanford,yale Top Word Pairs in Tweet in G1:
[137] jama_current,part [123] reciente,artículo [123] artículo,jama_current [123] jama_current,embarazo [123] embarazo,covid [123] covid,pacientes [123] pacientes,creo [123] creo,útil [123] útil,resume [123] resume,bien Top Word Pairs in Tweet in G2:
[581] jama_current,part [560] part,jamanetwork [411] jama_current,jamanetwork [260] serapsimsekyvz,jama_current [235] covid,19 [189] advance,care [110] care,planning [97] three,stories [97] stories,value [97] value,advance Top Word Pairs in Tweet in G3:
[377] jama_current,jamainternalmed [64] elisaperego78,jama_current [45] jamainternalmed,study [31] jamainternalmed,dear [31] dear,jama_current [29] covid,antibody [29] antibody,lunacy [29] lunacy,antibodies [29] antibodies,used [29] used,rule Top Word Pairs in Tweet in G4:
[188] cdcgov,harvard [188] harvard,stanford [188] stanford,yale [186] nauscopio,_miriku_ [186] _miriku_,cdcgov [186] yale,dukeu [186] dukeu,ucla [172] ucla,jama_current [155] jljcolorado,nauscopio [154] impressive,86 Top Word Pairs in Tweet in G5:
[125] jama_current,ebneo [122] ebneo,ccroehr [122] profsomashekhar,nicu_musings [120] nicu_musings,nicupodcast [115] enricoferromd,jama_current [113] nicupodcast,neonatalresearc [112] jama_current,editorial [110] editorial,tackle [110] tackle,timely [110] timely,question Top Word Pairs in Tweet in G6:
[133] drdavidmichaels,rickabright [122] rickabright,jama_current [92] celinegounder,zekeemanuel [87] zekeemanuel,mtosterholm [78] return,normal [77] zekeemanuel,drdavidmichaels [67] llborio,rickabright [61] mtosterholm,llborio [61] rickabright,drdavidmichaels [61] really,return Top Word Pairs in Tweet in G7:
[49] jama_current,ipapanicolas [49] ipapanicolas,cdavidnaylor [49] cdavidnaylor,bogochisaac [49] bogochisaac,kirstypatrick [49] kirstypatrick,rosiebarton [49] rosiebarton,pgfor [48] pgfor,picardonhealth [46] picardonhealth,meganranney [46] meganranney,peterhotez [41] drandrewb,jama_current Top Word Pairs in Tweet in G8:
[37] publicado,hoy [37] hoy,jama_current [36] embarazadas,bcnatalresearch [36] bcnatalresearch,publicado [36] jama_current,demuestra [35] medfetalbcn,resultados [32] mediterranean,diet [32] diet,mindfulness [27] mindfulness,based [27] based,stress Top Word Pairs in Tweet in G9:
[38] jama_current,jamanetwork [16] jama_current,part [16] gary_lyman,jama_current [15] part,jamanetwork [15] approved,us_fda [14] continue,discuss [14] discuss,#covid19vaccines [14] #covid19vaccines,let's [14] let's,forget [14] forget,#pneumococcal Top Word Pairs in Tweet in G10:
[32] weight,loss [27] bariatric,surgery [23] jamasurgery,jama_current [17] forbes,bruce_y_lee [17] bruce_y_lee,asmbs [17] asmbs,easoobesity [16] jama_current,jamainternalmed [16] jamainternalmed,jamanetwork [16] risk,severe [15] clevelandclinic,jamasurgery Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: