The graph represents a network of 34,344 Twitter users whose recent tweets were included in a list (Tweet ID List #FOAMed &al 21-30 April 2021) of 59890 tweet IDs, or who were replied to or mentioned in those tweets. 57683 out of 59890 tweets were collected. The network was obtained from Twitter on Monday, 10 May 2021 at 09:57 UTC.
The tweets in the network were tweeted over the 9-day, 23-hour, 55-minute period from Wednesday, 21 April 2021 at 00:00 UTC to Friday, 30 April 2021 at 23:55 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 : 34344
Unique Edges : 80195
Edges With Duplicates : 34486
Total Edges : 114681
Self-Loops : 12493
Reciprocated Vertex Pair Ratio : 0.0361868985620373
Reciprocated Edge Ratio : 0.0698462769839215
Connected Components : 2218
Single-Vertex Connected Components : 1411
Maximum Vertices in a Connected Component : 30367
Maximum Edges in a Connected Component : 109892
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.463437
Graph Density : 7.20302919061027E-05
Modularity : 0.577568
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 34,344 Twitter users whose recent tweets were included in a list (Tweet ID List #FOAMed &al 21-30 April 2021) of 59890 tweet IDs, or who were replied to or mentioned in those tweets. 57683 out of 59890 tweets were collected. The network was obtained from Twitter on Monday, 10 May 2021 at 09:57 UTC.
The tweets in the network were tweeted over the 9-day, 23-hour, 55-minute period from Wednesday, 21 April 2021 at 00:00 UTC to Friday, 30 April 2021 at 23:55 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 : TwitterIDList
Graph Term : Tweet ID List #FOAMed &al 21-30 April 2021
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3847] #medtwitter,#meded [1877] more,medical [1871] medical,news [1689] #meded,#medtwitter [1688] #medtwitter,#medstudenttwitter [1354] don,t [1263] check,out [1245] #meded,#foamed [1242] #cardiotwitter,#medtwitter [1106] covid,19 Top Word Pairs in Tweet in G1:
[873] #medtech,#meded [872] #meded,#pharma [872] #pharma,#ai [872] #ai,#biotech [865] #mhealth,#medtech [563] #medtwitter,#meded [544] #protocol,#mhealth [397] #trials,#protocol [361] #teckrotheanswer,#clinicaltrial [359] #clinicaltrial,#trials Top Word Pairs in Tweet in G2:
[1624] #medtwitter,#meded [1079] more,medical [1076] medical,news [608] #meded,#medtwitter [445] #amplify,#facilitate [445] #facilitate,#medtwitter [445] news,#epidemiology [445] #epidemiology,#medtwitter [426] check,out [422] #meded,#innovation Top Word Pairs in Tweet in G3:
[466] #medtwitter,#medstudenttwitter [402] #orthotwitter,#medtwitter [304] #medtwitter,#meded [301] don,t [267] #foamrad,#foamed [262] hey,#medtwitter [210] #medtwitter,name [207] looking,forward [201] #scramble2021,#medtwitter [182] check,out Top Word Pairs in Tweet in G4:
[292] #livertwitter,#meded [225] 0,9 [225] 9,nacl [173] #foamed,#meded [165] read,more [165] #medtwitter,#medstudenttwitter [160] #meded,#foamed [152] cirrhosis,#livertwitter [151] system,#medtwitter [150] 1l,0 Top Word Pairs in Tweet in G5:
[1006] #cardiotwitter,#medtwitter [454] #medtwitter,#meded [366] more,medical [366] medical,news [366] news,#cardiotwitter [195] #meded,#medtwitter [177] #openaccess,#cardiotwitter [160] learn,more [153] #medtwitter,#cardioed [146] #medtwitter,#cardiotwitter Top Word Pairs in Tweet in G6:
[53] don,t [29] #medtwitter,#medstudenttwitter [28] hey,#medtwitter [22] covid,19 [20] #medtwitter,#meded [18] med,school [17] #nursetwitter,#medtwitter [17] #medtwitter,#nursetwitter [15] hi,#medtwitter [14] doesn,t Top Word Pairs in Tweet in G7:
[558] #medtwitter,#nursetwitter [461] #covid19,icu [365] #longcovid,#medtwitter [342] risk,#covid [331] #criticalcare,#longcovid [330] icu,struck [330] struck,demographic [330] demographic,pts [330] pts,shifted [330] shifted,down Top Word Pairs in Tweet in G8:
[373] surgical,intern [373] intern,#medtwitter [260] #medtwitter,#meded [229] more,medical [229] medical,news [196] news,#oncology [196] #oncology,#medtwitter [58] #ophthalmology,#medtwitter [35] 6,7 [34] covid,19 Top Word Pairs in Tweet in G9:
[98] #dermtwitter,#medtwitter [98] #meded,#idmeded [97] dx,#meded [86] #mfsn2021,#meded [85] #dermpath,#dermtwitter [84] #idmeded,#idtwitter [83] #idtwitter,#medtwitter [83] #idtwitter,#idmeded [66] #idmeded,#medtwitter [63] #pathtwitter,#meded Top Word Pairs in Tweet in G10:
[137] situation,#india [137] #india,catastrophic [137] catastrophic,ihme_uw [137] ihme_uw,predicts [137] predicts,shortfall [137] shortfall,millions [137] millions,hospital [137] hospital,beds [137] beds,more [137] more,13 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 G9:
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:
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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: