The graph represents a network of 8,276 Twitter users whose recent tweets contained ""pulseoximetry" OR "Pulse Oximetry" OR "Oximetry"", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 01/01/2022 00:00:55 and 31/12/2022 23:55:55. The network was obtained from Twitter on Thursday, 06 April 2023 at 18:29 UTC.
The tweets in the network were tweeted over the 1913-day, 6-hour, 27-minute period from Thursday, 05 October 2017 at 13:30 UTC to Saturday, 31 December 2022 at 19:57 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 : 8276
Unique Edges : 5588
Edges With Duplicates : 17009
Total Edges : 22597
Number of Edge Types : 9
Retweet : 5840
MentionsInRetweet : 7928
Tweet : 2241
MentionsInReplyTo : 3058
Replies to : 1448
Mentions : 1531
MentionsInQuote : 283
Quote : 245
MentionsInQuoteReply : 23
Self-Loops : 3227
Reciprocated Vertex Pair Ratio : 0.0470278404815651
Reciprocated Edge Ratio : 0.0898311174991017
Connected Components : 1232
Single-Vertex Connected Components : 715
Maximum Vertices in a Connected Component : 5542
Maximum Edges in a Connected Component : 17253
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.614414
Graph Density : 0.000162549153888724
Modularity : 0.468456
NodeXL Version : 1.0.1.511
Data Import : The graph represents a network of 8,276 Twitter users whose recent tweets contained ""pulseoximetry" OR "Pulse Oximetry" OR "Oximetry"", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 01/01/2022 00:00:55 and 31/12/2022 23:55:55. The network was obtained from Twitter on Thursday, 06 April 2023 at 18:29 UTC.
The tweets in the network were tweeted over the 1913-day, 6-hour, 27-minute period from Thursday, 05 October 2017 at 13:30 UTC to Saturday, 31 December 2022 at 19:57 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 : "pulseoximetry" OR "Pulse Oximetry" OR "Oximetry"
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:
[4866] pulse,oximetry [871] covid,19 [657] pulse,oximeters [496] use,pulse [460] home,pulse [458] oxygen,saturation [422] oxygen,levels [373] non,invasive [361] oximetry,home [307] pulse,oximeter Top Word Pairs in Tweet in G1:
[648] pulse,oximetry [143] spo2,sensor [140] silicone,adhesive [127] technology,sole [127] basis,diagnosis [127] diagnosis,therapy [127] adjunctive,technology [127] sole,basis [127] therapy,#medtronicemployee [126] covid,19 Top Word Pairs in Tweet in G2:
[741] pulse,oximetry [169] racial,bias [129] bias,pulse [110] asian,black [88] racial,ethnic [82] oxygen,saturation [80] blood,gas [80] black,hispanic [63] arterial,oxygen [61] black,patients Top Word Pairs in Tweet in G3:
[436] pulse,oximetry [289] non,invasive [184] use,etco2 [182] use,pulse [181] pulse,#oximetry [181] #oximetry,patient [181] monitoring,equipment [181] patient,day [181] equipment,pulse [181] icu,monitoring Top Word Pairs in Tweet in G4:
[256] huge,improvements [256] admissions,bleeding [256] aneurysm,disappear [256] sepsis,management [256] abdominal,aortic [256] bleeding,abdominal [256] disappear,huge [256] improvements,sepsis [256] aortic,aneurysm [255] management,ear Top Word Pairs in Tweet in G5:
[362] pulse,oximetry [275] home,pulse [163] pulse,oximeters [152] oxygen,levels [150] patients,home [150] widely,used [150] #covid19,patients [149] levels,#covid19 [149] oximeters,widely [149] used,monitor Top Word Pairs in Tweet in G6:
[120] covid,19 [93] oximetry,home [74] pulse,oximetry [58] contact,gp [50] oxygen,levels [39] save,life [37] feeling,well [36] pulse,oximeter [34] currently,covid [34] 19,re Top Word Pairs in Tweet in G7:
[184] pulse,oximetry [38] nicole,henry [31] resident,scholar [31] gap,pulse [26] pulse,oximeters [25] safer,#anesthesia [25] dr,nicole [24] scholar,award [23] smile,train [22] cerebral,oximetry Top Word Pairs in Tweet in G8:
[156] pulse,oximetry [58] pulse,oximeters [35] open,oximetry [28] oximetry,project [20] occult,hypoxemia [19] project,aims [19] oximetry,devices [18] devices,convey [18] generation,pulse [18] accurate,results Top Word Pairs in Tweet in G9:
[269] pulse,oximetry [100] white,men [79] systemic,racism [79] racism,pulse [74] pts,o2 [74] tells,pts [62] impaired,precision [62] studies,confirm [62] problems,impaired [62] accuracy,impaired Top Word Pairs in Tweet in G10:
[162] pulse,oximetry [79] clear,chest [77] healthy,pulse [67] apparently,healthy [64] chest,rays [58] rays,apparently [55] fine,clear [53] told,fine [53] brooksfallis,told [52] taniajspencer,brooksfallis 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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