The graph represents a network of 10,697 Twitter users whose recent tweets contained "theA4LI OR mkaeberlein OR drmarkhyman OR mfoundation OR robertlufkinmd OR davidasinclair OR americanaging OR GERAScentre OR DeepakChopra OR xprize OR OraBiomedical OR xprize OR bioagelabs OR LifeExtension OR AgingJrnl OR BioAgePodcast OR MayoClinic OR tomchapin OR NIHAging OR AdamsBioAging OR senstweet OR MIAging OR mitchellblee33 OR ydeigin OR CambrianBio OR NIHAging OR AFARorg OR NUSingapore OR LifeboatHQ OR Maddy_Dychtwald OR LongevityCenter OR theNAMedicine OR DrGustavoDuque OR foresightinst", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 2/27/2024 1:02:12 PM. The network was obtained from Twitter on Friday, 01 March 2024 at 00:02 UTC.
The tweets in the network were tweeted over the 2795-day, 18-hour, 57-minute period from Tuesday, 05 July 2016 at 01:22 UTC to Thursday, 29 February 2024 at 20:20 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 : 10697
Unique Edges : 15785
Edges With Duplicates : 19917
Total Edges : 35702
Number of Edge Types : 7
Replies to : 10601
MentionsInQuote : 958
Mentions : 3783
MentionsInReplyTo : 16243
Quote : 561
Tweet : 2693
MentionsInQuoteReply : 863
Self-Loops : 3634
Reciprocated Vertex Pair Ratio : 0.03869079874282
Reciprocated Edge Ratio : 0.0744991652754591
Connected Components : 206
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 10332
Maximum Edges in a Connected Component : 34982
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.40771
Graph Density : 0.000167530317149014
Modularity : 0.454694
NodeXL Version : 1.0.1.529
Data Import : The graph represents a network of 10,697 Twitter users whose recent tweets contained "theA4LI OR mkaeberlein OR drmarkhyman OR mfoundation OR robertlufkinmd OR davidasinclair OR americanaging OR GERAScentre OR DeepakChopra OR xprize OR OraBiomedical OR xprize OR bioagelabs OR LifeExtension OR AgingJrnl OR BioAgePodcast OR MayoClinic OR tomchapin OR NIHAging OR AdamsBioAging OR senstweet OR MIAging OR mitchellblee33 OR ydeigin OR CambrianBio OR NIHAging OR AFARorg OR NUSingapore OR LifeboatHQ OR Maddy_Dychtwald OR LongevityCenter OR theNAMedicine OR DrGustavoDuque OR foresightinst", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 50,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 2/27/2024 1:02:12 PM. The network was obtained from Twitter on Friday, 01 March 2024 at 00:02 UTC.
The tweets in the network were tweeted over the 2795-day, 18-hour, 57-minute period from Tuesday, 05 July 2016 at 01:22 UTC to Thursday, 29 February 2024 at 20:20 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 : TwitterSearch3
Graph Term : theA4LI OR mkaeberlein OR drmarkhyman OR mfoundation OR robertlufkinmd OR davidasinclair OR americanaging OR GERAScentre OR DeepakChopra OR xprize OR OraBiomedical OR xprize OR bioagelabs OR LifeExtension OR AgingJrnl OR BioAgePodcast OR MayoClinic OR tomchapin OR NIHAging OR AdamsBioAging OR senstweet OR MIAging OR mitchellblee33 OR ydeigin OR CambrianBio OR NIHAging OR AFARorg OR NUSingapore OR LifeboatHQ OR Maddy_Dychtwald OR LongevityCenter OR theNAMedicine OR DrGustavoDuque OR foresightinst
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[340] #mindfulness,#meditation [339] #inspirational,#happiness [339] #mooji,#vedanta [339] #happiness,#spiritual [339] #deepakchopra,#eckharttolle [339] #vedanta,#rupertspira [339] #meditation,#inspirational [339] #inspiration,#yoga [339] #eckharttolle,#alanwatts [339] #yoga,#wisdom Top Word Pairs in Tweet in G1:
[161] robertlufkinmd,bezeley_mbchb1 [151] seed,oils [83] robertlufkinmd,yes [82] saturated,fat [81] corn,syrup [81] low,fat [76] robertlufkinmd,wegiveyouhealt1 [76] robertlufkinmd,markbski [69] high,fructose [65] robertlufkinmd,drawandstrike Top Word Pairs in Tweet in G2:
[267] maxkaiser75,mayoclinic [182] mayoclinic,ucsfmedicine [168] kevinnbass,mayoclinic [76] mayo,clinic [38] learn,more [38] singhswaiman,mayoclinic [36] singhswaiman,surjeets3s [35] jmcdaniels7,mayoclinic [35] surjeets3s,mayoclinic [35] timberwolves,jmcdaniels7 Top Word Pairs in Tweet in G3:
[149] davidasinclair,lifebiosciences [91] agingdoc1,davidasinclair [74] chrispalmermd,agingdoc1 [61] davidasinclair,bryan_johnson [37] androklee,davidasinclair [36] thepaleocyborg,androklee [30] davidasinclair,chefserenapoon [30] nihdirector,dogagingproject [29] elonenigma,mfoundation [28] sotnedal,davidasinclair Top Word Pairs in Tweet in G4:
[24] 16,issue [24] volume,16 [19] vision,pro [19] #openaccess,#openscience [16] #aging,#openaccess [15] language,models [14] #openscience,#peerreviewed [14] issue,entitled [14] anti,aging [14] #peerreviewed,#meded Top Word Pairs in Tweet in G5:
[37] learn,more [35] nihaging,nih [30] latimes,nihaging [21] well,being [17] def_gericard,george_kuchel [17] nmpajewski,katecallahanmd [17] katecallahanmd,def_gericard [17] nihaging,varesearch [17] george_kuchel,nihaging [16] mayomrfa,mayoclinic Top Word Pairs in Tweet in G6:
[41] robertkennedyjr,drmarkhyman [37] amvalues2024,robertkennedyjr [29] kimbal,drmarkhyman [25] insulin,resistance [23] drmarkhyman,kimbal [13] mark,hyman [12] autoimmune,diseases [10] drmarkhyman,austinperlmd [10] autoimmune,disease [10] function_health,drmarkhyman Top Word Pairs in Tweet in G7:
[42] त,र [37] स,त [30] devi_hq,deepakchopra [24] ज,क [21] मप,ल [21] र,ज [21] ल,ज [21] र,मप [21] मह,र [21] ज,मह Top Word Pairs in Tweet in G8:
[23] clevelandclinic,mayoclinic [21] dnc,berniesanders [21] berniesanders,senwarren [20] senwarren,speakerjohnson [20] speakerjohnson,clevelandclinic [19] mayoclinic,mghglobalhealth [18] mghglobalhealth,ap [16] ap,theview [14] theview,60minutes [13] 60minutes,newsnation Top Word Pairs in Tweet in G9:
[214] zhihuachen,ydeigin [214] franciscodeasis,rossana38510044 [214] evolving_string,daoyu15 [214] daoyu15,zhihuachen [213] rossana38510044,evolving_string [212] theseeker268,maestermagoo [212] stuartjdneil,breakfast_dogs [211] breakfast_dogs,sylviat71323726 [209] maestermagoo,francescoesp33 [207] francescoesp33,stuartjdneil Top Word Pairs in Tweet in G10:
[339] #mindfulness,#meditation [339] #inspirational,#happiness [339] #alanwatts,#mooji [339] #wisdom,#mindfulness [339] #yoga,#wisdom [339] #eckharttolle,#alanwatts [339] #happiness,#spiritual [339] #meditation,#inspirational [339] #vedanta,#rupertspira [339] #mooji,#vedanta Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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:
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Top Mentioned in G4:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: