The graph represents a network of 2,022 Twitter users whose recent tweets contained ""JAMA_Current"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 12:27 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 50-minute period from Saturday, 10 April 2021 at 09:14 UTC to Sunday, 18 April 2021 at 12:05 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 : 2022
Unique Edges : 4849
Edges With Duplicates : 3087
Total Edges : 7936
Number of Edge Types : 5
Mentions : 3358
MentionsInRetweet : 3165
Retweet : 919
Replies to : 479
Tweet : 15
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.0282265222794248
Reciprocated Edge Ratio : 0.0549033149171271
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 2019
Maximum Edges in a Connected Component : 7932
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.619675
Graph Density : 0.00141736299028353
Modularity : 0.481608
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,022 Twitter users whose recent tweets contained ""JAMA_Current"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 18 April 2021 at 12:27 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 50-minute period from Saturday, 10 April 2021 at 09:14 UTC to Sunday, 18 April 2021 at 12:05 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 : TwitterSearch
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:
[661] jama_current,part [642] part,jamanetwork [244] covid,19 [191] jama_current,jamanetwork [190] sars,cov [127] health,care [114] breast,milk [112] antibodies,breast [99] air,changes [98] cov,specific Top Word Pairs in Tweet in G1:
[539] jama_current,part [539] part,jamanetwork [159] covid,19 [99] sars,cov [93] jama_current,jamanetwork [89] health,care [78] través,jama_current [59] care,professionals [57] 2017,2019 [57] 2019,drug Top Word Pairs in Tweet in G2:
[66] sars,cov [62] air,changes [62] covid,19 [61] changes,hour [60] piece,jama_current [60] jama_current,teamed [60] teamed,colleague [59] colleague,andrewmibrahim [59] andrewmibrahim,argue [59] argue,evidence Top Word Pairs in Tweet in G3:
[37] nejm,jama_current [36] #cannabis,#medicine [36] #medicine,#patients [36] #patients,#doctors [23] #doctors,nejm [15] jama_current,cannabisjrnl [15] thelancet,jama_current [11] jama_current,nejm [11] jama_current,bmj_latest [9] #doctors,jama_current Top Word Pairs in Tweet in G4:
[37] profsomashekhar,yale [37] yale,hmkyale [37] hmkyale,jwatch [37] jwatch,acfanaroff [37] acfanaroff,jama_current [37] jama_current,accintouch [37] accintouch,american_heart [37] american_heart,escardio [37] escardio,cspramesh [37] cspramesh,franciscomarty_ Top Word Pairs in Tweet in G5:
[24] low,value [18] value,care [11] pervasive,jama_current [10] jama_current,oakes_ah [9] care,prevalent [9] prevalent,pervasive [9] jama_current,viewpoint [9] viewpoint,tomradomskimd [9] tomradomskimd,present [9] present,framework Top Word Pairs in Tweet in G6:
[17] centivox,drbrittanij [17] drbrittanij,ammahstarr [17] ammahstarr,ushamcfarling [17] ushamcfarling,statnews [16] statnews,jama_current [13] drrachelsays,nationalmedassn [13] nationalmedassn,amsanational [13] amsanational,snma [13] snma,blackdoctor [13] blackdoctor,publichealth Top Word Pairs in Tweet in G7:
[6] nonprofit_phd,proftimnoakes [6] proftimnoakes,criminotweet [6] criminotweet,suzanne_garrett [6] suzanne_garrett,marikasboros [6] marikasboros,bolderesident [6] bolderesident,1752group [6] 1752group,daverg47 [6] daverg47,metoostem [6] metoostem,stemwomen [6] stemwomen,reddit Top Word Pairs in Tweet in G8:
[6] nytimes,reuters [3] table,jama_current [3] jama_current,complements [3] complements,simpler [3] simpler,version [3] version,provides [3] provides,additional [3] additional,information [3] information,vaccines [3] vaccines,development Top Word Pairs in Tweet in G9:
[13] vaccine,passports [12] lawrencegostin,cohenprof [12] cohenprof,jama_current [11] passports,lawful [11] lawful,ethical [10] great,review [10] review,vaccine [10] ethical,lawrencegostin [10] jama_current,jamanetwork [10] jamanetwork,mostly Top Word Pairs in Tweet in G10:
[6] surgery,vs [6] humeral,shaft [6] shaft,# [4] vs,functional [4] functional,brace [4] brace,humeral [4] #,1y [4] 1y,data [4] data,jama_current [4] jama_current,surgery Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: