list:1199329504654700545, Twitter, 8/14/2023 8:31:19 PM, 292232


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Social Media Ambassadors AAOS Members who serve as brand ambassadors for the Academy on social media
Social Media Ambassadors AAOS Members who serve as brand ambassadors for the Academy on social media
From:
marc_smith
Uploaded on:
August 14, 2023
Short Description:
list:1199329504654700545 via NodeXL https://bit.ly/3KHkHy2
@naanderthaal
@_nancymd
@drleerubin
@mymomthesurgeon
@prem_ramkumar
@drhaydeebrown
@jaimelbellamydo
@drihekweazu
@jachahla
@karensuttonmd

Top hashtags:
#orthotwitter
#OrthoTwitter
#AAOS2023
#MedTwitter
#THA

Description:
Description
The graph represents a network of 1,713 Twitter users whose recent tweets contained "list:1199329504654700545", 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 1/1/2023 12:00:00 AM and 8/14/2023 12:00:00 AM. The network was obtained from Twitter on Monday, 14 August 2023 at 20:27 UTC.

The tweets in the network were tweeted over the 1295-day, 15-hour, 58-minute period from Sunday, 26 January 2020 at 21:29 UTC to Monday, 14 August 2023 at 13:27 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


Overall Graph Metrics
Vertices : 1713
Unique Edges : 1103
Edges With Duplicates : 7513
Total Edges : 8616
Number of Edge Types : 7
Mentions : 476
Quote : 244
MentionsInQuote : 201
Replies to : 1835
MentionsInReplyTo : 5468
Tweet : 390
MentionsInQuoteReply : 2
Self-Loops : 500
Reciprocated Vertex Pair Ratio : 0.0231500620090947
Reciprocated Edge Ratio : 0.0452525252525253
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1713
Maximum Edges in a Connected Component : 8616
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.962571
Graph Density : 0.000843944874543758
Modularity : 0.204374
NodeXL Version : 1.0.1.519
Data Import : The graph represents a network of 1,713 Twitter users whose recent tweets contained "list:1199329504654700545", 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 1/1/2023 12:00:00 AM and 8/14/2023 12:00:00 AM. The network was obtained from Twitter on Monday, 14 August 2023 at 20:27 UTC.

The tweets in the network were tweeted over the 1295-day, 15-hour, 58-minute period from Sunday, 26 January 2020 at 21:29 UTC to Monday, 14 August 2023 at 13:27 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 : list:1199329504654700545
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] http://tweepsmap.com/!DrLeeRubin
[3] https://www.change.org/p/grant-accommodations-for-pregnant-abos-part-ii-candidates
[3] https://karenmsutton.wpcomstaging.com/
[2] https://onlineexhibits.library.yale.edu/s/hipreplacement/page/introduction
[2] http://fedica.com/!DrLeeRubin
[2] https://www.psychologytoday.com/us/blog/women-in-medicine/202002/physician-or-surgeon-but-not-provider?amp
[2] https://www.washingtonpost.com/local/new-poll-finds-9-in-10-native-americans-arent-offended-by-redskins-name/2016/05/18/3ea11cfa-161a-11e6-924d-838753295f9a_story.html
[1] http://ow.ly/nYXs50OFRBK
[1] https://www.youtube.com/watch?v=9Vsbl55U92U

[1] https://orthoinfo.aaos.org/en/treatment/doctors-are-not-providers/

Top URLs in Tweet in G1:
[2] https://www.washingtonpost.com/local/new-poll-finds-9-in-10-native-americans-arent-offended-by-redskins-name/2016/05/18/3ea11cfa-161a-11e6-924d-838753295f9a_story.html
[2] https://www.psychologytoday.com/us/blog/women-in-medicine/202002/physician-or-surgeon-but-not-provider?amp
[1] https://www.aaos.org/membership/aaos-volunteer-opportunities/social-media-ambassador/
[1] https://www.aaos.org/education/courses/2303044/?utm_medium=social&utm_source=0201&utm_campaign=2023_ResidentFootAnkle&utm_content=0201
[1] https://www.aaos.org/about/bylaws-policies/ethics-and-professionalism/professional-compliance-program-main/
[1] https://twitter.com/messages/media/1620783316151541764
[1] https://twitter.com/naanderthaal/status/1611572459358257153
[1] https://www.orthobullets.com/shoulder-and-elbow/3132/luxatio-erecta-inferior-glenohumeral-joint-dislocation
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2800871
[1] https://www.nytimes.com/2020/07/07/sports/hockey/chicago-blackhawks-stand-by-logo.html

Top URLs in Tweet in G2:
[1] https://youtu.be/t5x_KixdEQw
[1] https://www.theguardian.com/world/video/2023/jan/20/bizarre-ufo-like-lenticular-cloud-bursa-turkey-video?CMP=fb_gu&utm_medium=Social&utm_source=Facebook&fbclid=IwAR170TEo2DqQ_bHH9NR2TvVUtm_2Bxg7dOxGbHfXQuOEpLSxvbPcpFK0t9o&mibextid=Zxz2cZ#Echobox=1674225467
[1] https://www.facebook.com/reel/985900919480830?mibextid=0NULKw&fs=e&s=TIeQ9V
[1] https://www.oregonlive.com/weather/2023/02/stumptown-birkebeiner-portlands-city-street-ski-race-is-happening-today.html?fbclid=IwAR1tt5kzkRTaLSW_fo62DXT3Bvljl6i1YoLYZjjILI1-eV4qsMrzo1CMkhY
[1] https://www.tiktok.com/t/ZTRWjH5ck/
[1] https://www.tiktok.com/t/ZTRWYVKkH/
[1] https://www.tiktok.com/t/ZTR7YyXw5/
[1] https://www.instagram.com/reel/CqiXu0npZnr/?igshid=YmMyMTA2M2Y=
[1] https://podcasts.apple.com/us/podcast/the-6-with-nancymd/id1514783559
[1] https://apple.news/A00q_x0WpRcWE5XQVYI7kPg

Top URLs in Tweet in G3:
[5] http://tweepsmap.com/!DrLeeRubin
[2] http://fedica.com/!DrLeeRubin
[2] https://onlineexhibits.library.yale.edu/s/hipreplacement/page/introduction
[1] https://www.newyorker.com/humor/daily-shouts/the-sounds-of-aging?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/novo-nordisk-says-trial-oral-weight-loss-drug-shows-significant-result-2023-05-22/
[1] https://journals.sagepub.com/doi/abs/10.1177/11207000231151617
[1] https://www.fda.gov/medical-devices/safety-communications/risks-exactech-joint-replacement-devices-defective-packaging-fda-safety-communication
[1] https://www.nytimes.com/2023/06/15/magazine/doctors-moral-crises.html?smid=nytcore-ios-share&referringSource=articleShare
[1] https://onlineexhibits.library.yale.edu/s/hipreplacement/page/hipreconstruction
[1] https://journals.lww.com/jorthotrauma/Abstract/9900/Internal_Fixation_versus_Hemiarthroplasty_for.146.aspx

Top URLs in Tweet in G4:
[1] http://connect.chla.org/goto/VernonToloFund
[1] https://www.hulu.com/movie/c8f49f9e-0075-40df-867f-b2cd8ddb6b67?play=false&utm_source=shared_link
[1] https://www.actionnews5.com/2023/07/11/patient-shoots-kills-healthcare-worker-collierville/
[1] https://www.audible.com/pd/B09TTQV7JR?source_code=ASSORAP0511160006&share_location=player_overflow
[1] https://jenniferweissmd.com/2018/07/18/my-blind-spot/
[1] https://open.spotify.com/playlist/37i9dQZF1DXb3m918yXHxA
[1] https://orthoinfo.aaos.org/en/treatment/doctors-are-not-providers/
[1] http://ow.ly/nYXs50OFRBK
[1] https://www.latimes.com/california/story/2022-03-13/lopez-column-pioneering-surgeon-george-berci-101-years-old
[1] https://www.facs.org/for-medical-professionals/education/programs/national-tutorial-seminars/?utm_campaign=general-comms&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G5:
[1] http://KelechiOkorohaMD.com
[1] https://rrayjr.blog/?fbclid=PAAaYS29Af59QyCCgyVUZiNRQUNOdocYXXQUFP1nc2M0FIcD-0LViuYs7QJ7s_aem_th_AX1-Sq7V6rPbtvRtUlR2lk1PHUAtZKMmGqWwH1amxFmH-FbzHAIFDZDOlGz38kCWLy8/
[1] https://www.forbes.com/sites/premramkumar/2018/07/11/how-bundling-care-hurts-the-patients-who-need-it-the-most/?sh=46b967f63250
[1] https://www.pnas.org/doi/10.1073/pnas.2205779119
[1] https://time.com/6302761/ai-risks-autonomy/
[1] https://www.eventbrite.com/e/bicmd-webinar-artificial-intelligence-and-machine-learning-in-healthcare-tickets-665605864057
[1] https://thesportingtribune.com/lakers-celtics-now-nba-finals-favorites
[1] https://pubmed.ncbi.nlm.nih.gov/36655021/
[1] https://twitter.com/midpatelmd/status/1643112509573074945
[1] https://m.youtube.com/watch?v=FBm6TFnWKR0


Top URLs in Tweet in G6:
[1] https://youtu.be/3vhP1bT4WjE
[1] https://www.moyabailey.com/tag/misogynoir/
[1] https://www.speakuportho.org/posts/paving-the-way-for-a-culture-of-change
[1] https://www.youtube.com/watch?v=9Vsbl55U92U

[1] http://bit.ly/40iAhGA
[1] http://bit.ly/3E82zcp
[1] https://bit.ly/3Ywi9Yu
[1] https://bit.ly/3ZO164l
[1] https://www.aclu.org/news/lgbtq-rights/four-myths-about-trans-athletes-debunked
[1] https://www.arthroplastyjournal.org/article/S0883-5403(22)00928-7/fulltext

Top URLs in Tweet in G7:
[3] https://www.change.org/p/grant-accommodations-for-pregnant-abos-part-ii-candidates
[1] https://www.threads.net/@drhaydeebrown
[1] https://theblackfrontline.org/
[1] https://chng.it/gZbdMqJn
[1] https://bit.ly/3x8QUqN
[1] https://on.nyc.gov/3XnnscF
[1] https://gothamist.com/news/can-murphy-help-end-the-rutgers-strike-ask-governor-murphy-returns-tuesday-april-11
[1] https://cmeo.me/bc076encore
[1] https://twitter.com/i/broadcasts/1nAJErQOPQlxL
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2803903?resultClick=3

Top URLs in Tweet in G8:
[1] https://www.zimmerbiomet.com/content/dam/zb-corporate/en/products/specialties/LimbSalvage/zimmer-segmental-system/Zimmer%20Segmental%20System%20Distal%20Femoral%20and%20Distal%20Femoral%20XT%20Surgical%20Technique%20-%200078.2-US-en-REV0617.pdf
[1] https://www.healthcarefinancenews.com/news/ninety-four-percent-physicians-report-care-delays-due-prior-authorization-ama-says

Top URLs in Tweet in G9:
[3] https://karenmsutton.wpcomstaging.com/
[1] https://karenmsutton.wpcomstaging.com/2023/01/03/hidden-symptoms-of-diabetes/
[1] https://karenmsutton.wpcomstaging.com/2023/01/17/five-things-to-know-about-rsv/
[1] https://karenmsutton.wpcomstaging.com/2023/03/29/the-good-the-bad-and-the-ugly-of-running-on-treadmills/
[1] https://karenmsutton.wpcomstaging.com/2023/04/26/the-good-the-bad-and-the-ugly-of-cycling/
[1] https://karenmsutton.wpcomstaging.com/2023/04/14/10-heart-healthy-foods-to-add-to-your-diet/
[1] https://karenmsutton.wpcomstaging.com/2023/02/02/five-ways-eating-spinach-helps-your-body/
[1] https://pubmed.ncbi.nlm.nih.gov/36533945/

Top Domains
Top Domains in Tweet in Entire Graph:
[10] nih.gov
[9] wpcomstaging.com
[8] bit.ly
[6] lww.com
[5] aaos.org
[5] tweepsmap.com
[4] ow.ly
[4] change.org
[4] twitter.com
[4] arthroplastyjournal.org

Top Domains in Tweet in G1:
[3] aaos.org
[2] twitter.com
[2] washingtonpost.com
[2] nih.gov
[2] psychologytoday.com
[1] orthobullets.com
[1] jamanetwork.com
[1] nytimes.com
[1] medlineplus.gov
[1] tiktok.com

Top Domains in Tweet in G2:
[3] tiktok.com
[2] facebook.com
[2] instagram.com
[2] speakuportho.org
[1] youtu.be
[1] theguardian.com
[1] oregonlive.com
[1] apple.com
[1] apple.news
[1] amzn.to

Top Domains in Tweet in G3:
[5] tweepsmap.com
[5] lww.com
[3] yale.edu
[2] fedica.com
[1] newyorker.com
[1] reuters.com
[1] sagepub.com
[1] fda.gov
[1] nytimes.com
[1] nih.gov

Top Domains in Tweet in G4:
[1] chla.org
[1] hulu.com
[1] actionnews5.com
[1] audible.com
[1] jenniferweissmd.com
[1] spotify.com
[1] aaos.org
[1] ow.ly
[1] latimes.com
[1] facs.org

Top Domains in Tweet in G5:
[5] nih.gov
[2] arthroplastyjournal.org
[2] ow.ly
[1] kelechiokorohamd.com
[1] rrayjr.blog
[1] forbes.com
[1] pnas.org
[1] time.com
[1] eventbrite.com
[1] thesportingtribune.com

Top Domains in Tweet in G6:
[4] bit.ly
[2] arthroplastyjournal.org
[2] customink.com
[1] youtu.be
[1] moyabailey.com
[1] speakuportho.org
[1] youtube.com
[1] aclu.org
[1] aaos.org
[1] jotform.com

Top Domains in Tweet in G7:
[3] change.org
[1] threads.net
[1] theblackfrontline.org
[1] chng.it
[1] bit.ly
[1] nyc.gov
[1] gothamist.com
[1] cmeo.me
[1] twitter.com
[1] jamanetwork.com

Top Domains in Tweet in G8:
[1] zimmerbiomet.com
[1] healthcarefinancenews.com

Top Domains in Tweet in G9:
[9] wpcomstaging.com
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[49] orthotwitter
[43] OrthoTwitter
[38] AAOS2023
[28] MedTwitter
[10] THA
[9] aaos2023
[9] MedEd
[7] Orthotwitter
[7] DAA
[5] ILookLikeASurgeon



Top Hashtags in Tweet in G1:
[14] AAOS2023
[5] orthotwitter
[4] OrthoTwitter
[2] SuperBowl2023
[2] MedTwitter
[2] HPSP
[2] Match2023
[1] DD214
[1] HappyMonday
[1] SuperBowl

Top Hashtags in Tweet in G2:
[31] orthotwitter
[14] MedTwitter
[11] AAOS2023
[8] aaos2023
[4] Orthotwitter
[3] medtwitter
[2] pdxsnow
[2] Portland
[2] speakuportho
[1] Match2023

Top Hashtags in Tweet in G3:
[28] OrthoTwitter
[9] MedEd
[9] THA
[7] DAA
[6] MedTwitter
[5] Healthcare
[4] TKA
[4] TJA
[3] COVID19
[3] Grateful

Top Hashtags in Tweet in G4:
[4] orthotwitter
[3] OrthoTwitter
[2] MedTwitter
[2] CampLife
[2] skeletoncrew
[1] Moralinjury
[1] 4thofJuly
[1] ValentineDay
[1] goldenretriever
[1] Match2023

Top Hashtags in Tweet in G5:
[3] OrthoTwitter
[3] MedTwitter
[2] OrthopedicSurgeon
[2] SportsMedicine
[1] Leadership
[1] StriveForGreatness
[1] MinnesotaTimberwoles
[1] NationalDoctorsDay
[1] DreamTeam
[1] LakeShow

Top Hashtags in Tweet in G6:
[8] AAOS2023
[6] orthotwitter
[4] ILookLikeASurgeon
[3] weareallortho
[2] OrthoTwitter
[2] ortho
[2] LGBTQ
[2] COA
[1] aaosmemories
[1] BlackHistoryMonth

Top Hashtags in Tweet in G7:
[2] orthotwitter
[2] HealthInequities
[2] BlackMaternalHealthWeek
[2] MetGala2023
[1] facts
[1] BlackDiamond
[1] AAOS2023
[1] HERSTORY
[1] MatchDay2023
[1] OrthoMatch

Top Hashtags in Tweet in G8:
[1] OnlyACTIS
[1] DePuySynthes
[1] OrthoTwitter
[1] arthroplasty
[1] roboticknee
[1] velys

Top Hashtags in Tweet in G9:
[4] ilooklikeasurgeon
[4] Diet
[3] sportsmedicine
[3] Health
[2] AAOS2023
[1] aossm2023
[1] ski
[1] skiseason
[1] kneeinjury
[1] acl

Top Hashtags in Tweet in G10:
[1] WomenInScienceDay

Top Words
Top Words in Tweet in Entire Graph:
[208] generalorthomd
[207] jointdocshields
[150] centerrotation
[126] brianchalmersmd
[111] one
[106] more
[106] dr_stambough
[101] edinburghknee
[101] time
[100] great

Top Words in Tweet in G1:
[119] jointdocshields
[99] generalorthomd
[95] centerrotation
[94] brianchalmersmd
[70] dr_stambough
[59] re
[57] edinburghknee
[51] mymomthesurgeon
[47] don
[41] jaimelbellamydo

Top Words in Tweet in G2:
[64] generalorthomd
[36] #orthotwitter
[34] one
[33] naanderthaal
[31] jointdocshields
[30] rkh_md
[26] traumaticum
[23] fixnbones
[23] yes
[22] edinburghknee

Top Words in Tweet in G3:
[34] jointdocshields
[31] more
[30] time
[29] #orthotwitter
[28] generalorthomd
[25] centerrotation
[24] congratulations
[24] great
[24] please
[21] brianchalmersmd

Top Words in Tweet in G4:
[25] love
[24] jtexman7
[24] naanderthaal
[19] year
[19] kids
[18] jpolydoris
[16] old
[15] _nancymd
[15] thank
[14] patients

Top Words in Tweet in G5:
[21] hra
[13] patients
[12] hssprofed
[12] thanks
[11] 12
[11] hip
[10] better
[10] congrats
[10] great
[9] dominicmarley

Top Words in Tweet in G6:
[21] pride_ortho
[17] aaos1
[13] lindasuleimanmd
[13] jointdocshields
[12] great
[10] ortho
[9] meeting
[9] kimtuckinaz
[9] edinburghknee
[9] jaimelbellamydo

Top Words in Tweet in G7:
[13] black
[7] today
[7] bwos2020
[6] day
[6] sonyasloanmd
[6] breenewsome
[5] more
[5] health
[4] nth_dim
[4] year

Top Words in Tweet in G8:
[6] centerrotation
[4] love
[4] centerofhip
[4] implant
[3] definitely
[3] drpjvdk
[3] vision
[3] congratulations
[3] dr_stambough
[3] stevemchale

Top Words in Tweet in G9:
[8] hspecialsurgery
[7] michaelalaiamd
[6] sports
[5] dustinrichter18
[5] johnagrant3
[4] world
[4] #diet
[4] medicine
[4] #ilooklikeasurgeon
[3] ski

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] centerrotation,brianchalmersmd
[21] generalorthomd,jointdocshields
[19] centerrotation,dr_stambough
[18] brianchalmersmd,jointdocshields
[18] year,old
[16] dr_stambough,brianchalmersmd
[15] edinburghknee,drchadkrueger
[15] generalorthomd,centerrotation
[14] jointdocshields,centerrotation
[14] edinburghknee,dr_stambough

Top Word Pairs in Tweet in G1:
[19] centerrotation,brianchalmersmd
[16] centerrotation,dr_stambough
[16] dr_stambough,brianchalmersmd
[14] brianchalmersmd,jointdocshields
[13] generalorthomd,centerrotation
[12] jointdocshields,centerrotation
[12] generalorthomd,jointdocshields
[11] brianchalmersmd,edinburghknee
[11] edinburghknee,dr_stambough
[11] dr_stambough,acr_md

Top Word Pairs in Tweet in G2:
[10] naanderthaal,rkh_md
[8] juncturatheorum,grapenutscereal
[8] generalorthomd,naanderthaal
[8] #orthotwitter,#medtwitter
[7] tendulkar_19,generalorthomd
[7] fixnbones,generalorthomd
[7] gbosslet,pedshemedoc
[6] #medtwitter,#orthotwitter
[6] acweyand,gbosslet
[5] last,night

Top Word Pairs in Tweet in G3:
[7] last,week
[7] more,last
[7] #orthotwitter,#meded
[6] generalorthomd,jointdocshields
[5] jointdocshields,brianchalmersmd
[5] brianchalmersmd,centerrotation
[5] welcome,yale
[5] look,forward
[5] week,see
[4] implant,collection

Top Word Pairs in Tweet in G4:
[11] year,old
[6] scpmgwellness,amcollsurgeons
[6] amcollsurgeons,ameracadpeds
[6] ameracadpeds,acog
[5] docozzieosborne,jhg_scienceguy
[5] jhg_scienceguy,naanderthaal
[5] middle,daughter
[5] swoonganz,docozzieosborne
[5] old,daughter
[4] 11,year

Top Word Pairs in Tweet in G5:
[6] hip,resurfacing
[5] bearing,surface
[3] dr_stambough,uamsortho
[3] polar,bearing
[3] #orthotwitter,#medtwitter
[3] 12,30
[3] heat,treated
[3] heat,treatments
[3] warsaw,indiana
[3] long,term

Top Word Pairs in Tweet in G6:
[4] annual,meeting
[4] pride_ortho,luncheon
[3] alexisgaskin32,lindasuleimanmd
[3] edinburghknee,drchadkrueger
[2] sauer_maddie,midamerica82
[2] great,meeting
[2] txsportsdoc,fixnbones
[2] lisacannada,_nancymd
[2] dr_stambough,edinburghknee
[2] black,women

Top Word Pairs in Tweet in G7:
[3] black,women
[2] nth_dim,rjosociety
[2] bwos2020,aaos1
[2] jay,fingers
[2] #orthotwitter,bwos2020
[2] part,ii
[2] sonyasloanmd,perryinitiative
[2] jo_hannafin,orthodocode
[2] gladdensociety,nth_dim
[2] orthodocode,sonyasloanmd

Top Word Pairs in Tweet in G8:
[2] jointdocshields,kneedoclond
[2] houstonrockets,nba
[2] drpjvdk,edinburghknee
[2] butchalsandor,houstonrockets
[2] kneedoclond,bloch_ortho
[2] implant,selection
[2] bloch_ortho,bjjeditor
[2] style,play
[2] edinburghknee,jointdocshields
[2] centerrotation,stevemchale

Top Word Pairs in Tweet in G9:
[5] dustinrichter18,johnagrant3
[5] michaelalaiamd,dustinrichter18
[4] sports,medicine
[3] orthothompson,michaelalaiamd
[2] usskiteam,hspecialsurgery
[2] aaos,2023
[2] good,bad
[2] fis,ski
[2] bad,ugly
[2] 2023,orthodome

Top Replied-To
Top Replied-To in Entire Graph:
@generalorthomd
@jointdocshields
@centerrotation
@jtexman7
@rkh_md
@davembmd
@jpolydoris
@kimtuckinaz
@theblondern
@olsonplanner

Top Replied-To in G1:
@generalorthomd
@jointdocshields
@davembmd
@centerrotation
@brianchalmersmd
@grandbeggar
@gallahercaren
@edinburghknee
@drericksonspine
@txsportsdoc

Top Replied-To in G2:
@generalorthomd
@rkh_md
@traumaticum
@olsonplanner
@kaylachowshow
@joyhenningsenmd
@jointdocshields
@centerrotation
@theblondern

Top Replied-To in G3:
@generalorthomd
@centerofhip
@centerrotation
@invictaortho
@dradambitterman
@nachristakis
@parvmittal55
@alexgumd
@felipedelgadol8
@sayanamk

Top Replied-To in G4:
@jtexman7
@jpolydoris
@theblondern
@generalorthomd
@ny_tuck
@mofyadiallo
@orzelc
@drericksonspine
@_nancymd
@naanderthaal

Top Replied-To in G5:
@dominicmarley
@legionhoops
@worldwidewob
@shamscharania
@ayooshpareekmd
@acr_md
@lakers
@drderekochiai
@dr_stambough
@chadasplund

Top Replied-To in G6:
@jointdocshields
@kimtuckinaz
@sauer_maddie
@olsonplanner
@naanderthaal
@rkh_md
@peds_ortho
@generalorthomd
@stresshoop
@rugbymd

Top Replied-To in G7:
@jayfingers
@robgraymd
@uche_blackstock
@breenewsome
@jo_hannafin
@jazmone_kelly
@naanderthaal
@rgay
@shikhajainmd
@nycspeakeradams

Top Replied-To in G8:
@centerrotation
@dr_stambough
@marioma41324685
@butchalsandor
@drpjvdk
@centerofhip
@izzimetz
@drzorzi
@shah_punwar
@eonwuka1

Top Replied-To in G9:
@orthothompson
@jachahla
@drmihotanaka
@kev_in_nm
@robertlparisien
@ronnyabraham
@riverhilllax
@fisalpine
@doctorgelber
@winstongwathmey

Top Mentioned
Top Mentioned in Entire Graph:
@jointdocshields
@generalorthomd
@centerrotation
@brianchalmersmd
@dr_stambough
@edinburghknee
@aaos1
@mymomthesurgeon
@naanderthaal
@jaimelbellamydo

Top Mentioned in G1:
@jointdocshields
@centerrotation
@brianchalmersmd
@generalorthomd
@dr_stambough
@mymomthesurgeon
@edinburghknee
@jaimelbellamydo
@acr_md
@drchadkrueger

Top Mentioned in G2:
@generalorthomd
@naanderthaal
@jointdocshields
@edinburghknee
@fixnbones
@rkh_md
@traumaticum
@speakuportho
@gbosslet
@invictaortho

Top Mentioned in G3:
@jointdocshields
@centerrotation
@brianchalmersmd
@orthoatyale
@generalorthomd
@ynhh
@yale
@naanderthaal
@aahks
@peltmd

Top Mentioned in G4:
@naanderthaal
@aaos1
@_nancymd
@speakuportho
@mymomthesurgeon
@drspoon8
@docmatzkin
@rjosociety
@jointdocshields
@davembmd

Top Mentioned in G5:
@hssprofed
@jarthroplasty
@ajsm_sportsmed
@kingjames
@rileywilliamsmd
@hspecialsurgery
@chriscampmd
@jildehmd
@joshdinesmd
@bennwachukwumd

Top Mentioned in G6:
@pride_ortho
@aaos1
@lindasuleimanmd
@jaimelbellamydo
@edinburghknee
@womenaahks
@acr_md
@_nancymd
@mymomthesurgeon
@alexisgaskin32

Top Mentioned in G7:
@bwos2020
@sonyasloanmd
@gladdensociety
@breenewsome
@nth_dim
@drdanchoi
@drmonicapeek
@rjosociety
@perryinitiative
@aaos1

Top Mentioned in G8:
@depuysynthes
@drleerubin
@houstonrockets
@nba
@lindasuleimanmd
@nnekaogwumike
@ericaogwumikee
@ajkavanaugh
@edinburghknee
@jointdocshields

Top Mentioned in G9:
@hspecialsurgery
@dustinrichter18
@johnagrant3
@michaelalaiamd
@doccasslee
@aaos1
@todayshow
@usskiteam
@karensuttonmd
@volkermusahl

Top Mentioned in G10:
@kp_lamc
@drkhinekhinewin
@preyblat
@lamcwellness
@dianashibamd
@mymomthesurgeon

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@reuters
@jetblue
@nypost
@tmobile
@peta
@nytimes
@forbes
@valaafshar
@variety

Top Tweeters in G1:
@tmobile
@peta
@alaskaair
@aaronnagler
@cocacola
@edzardernst
@wendys
@rainmaker1973
@ryanmarino
@cbssports

Top Tweeters in G2:
@valaafshar
@melindahoward4
@drjudystone
@katunews
@kgwnews
@starbucks
@raehanbobby
@mhpoison1
@theatlantic
@drjengunter

Top Tweeters in G3:
@americanair
@reuters
@jetblue
@nesn
@mdaware
@nfl
@johnnosta
@nhregister
@nytscience
@dunkindonuts

Top Tweeters in G4:
@lululemon
@kpmemberservice
@heartotxheartmd
@stevecripe57
@kickbraintumors
@orzelc
@sciliz
@doctorclaros
@arghavan_salles
@nightshiftmd

Top Tweeters in G5:
@nypost
@nytimes
@forbes
@time
@cuffsthelegend
@brosales12
@thepettiestla
@espnstatsinfo
@newyorker
@piersmorgan

Top Tweeters in G6:
@braydencreation
@parthaskar
@orthopodreg
@ojedathies
@teamusa
@davembmd
@youtube
@thebma
@womensurgeons
@inside_thematch

Top Tweeters in G7:
@variety
@nowthisnews
@brownblaze
@sportingnews
@gothamist
@sifill_
@meidastouch
@nychealthsystem
@elienyc
@uche_blackstock

Top Tweeters in G8:
@nba
@statefarm
@stresshoop
@cervezamodelomx
@playerstribune
@binkleyhoops
@butchalsandor
@davidpollack47
@coachjtang
@kevinfarmermd

Top Tweeters in G9:
@todayshow
@usskiteam
@hspecialsurgery
@ronnyabraham
@ummedschool
@kburnsmd
@drvondawright
@briancolemd
@fisalpine
@thekneedoc

Top Tweeters in G10:
@dianashibamd
@kp_lamc
@drjds
@drkhinekhinewin
@preyblat
@lamcwellness


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