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medx_2021-11-20_06-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2021
Short Description:
medx via NodeXL https://bit.ly/3HHj0xt
@amypricephd
@bravebosom
@originalfunko
@mightycasey
@oscar_medx
@abrewi3010
@danamlewis
@medx_ventures
@kiw_ug
@mddionline

Top hashtags:
#medx
#ehealth
#impinv
#vc
#obgyn
#obgyntwitter
#tryingtoconceive
#meded
#teledermatology

Description:
Description
The graph represents a network of 198 Twitter users whose tweets in the requested range contained "medx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 November 2021 at 14:00 UTC.

The requested start date was Saturday, 20 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 21-minute period from Saturday, 06 November 2021 at 02:13 UTC to Saturday, 20 November 2021 at 00:35 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


Overall Graph Metrics
Vertices : 198
Unique Edges : 179
Edges With Duplicates : 487
Total Edges : 666
Number of Edge Types : 5
Replies to : 22
Mentions : 86
Tweet : 239
Retweet : 123
MentionsInRetweet : 196
Self-Loops : 240
Reciprocated Vertex Pair Ratio : 0.0601851851851852
Reciprocated Edge Ratio : 0.11353711790393
Connected Components : 55
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 40
Maximum Edges in a Connected Component : 245
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.945619
Graph Density : 0.00587089165769369
Modularity : 0.337353
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 198 Twitter users whose tweets in the requested range contained "medx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 November 2021 at 14:00 UTC.

The requested start date was Saturday, 20 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 21-minute period from Saturday, 06 November 2021 at 02:13 UTC to Saturday, 20 November 2021 at 00:35 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 : GraphServerTwitterSearch
Graph Term : medx
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:
[164] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[137] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[132] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[122] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps
[115] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[114] https://biozhena.files.wordpress.com/2019/10/wealth-of-info-elucidation-silent-4-slides-animated-ed.-101519.pdf
[106] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[81] https://biozhena.files.wordpress.com/2020/01/single-slide-composite-4-what-is-follihpg-w.-innerv-and-wealth-of-infocorrel-w.-symptometry-vertical-ee.jpg.pdf
[6] https://medx.duke.edu/news-events/news/morris-park-and-veverka-named-newest-barr-spach-medicine-and-engineering-scholars
[6] https://linktr.ee/BMJPatient

Top URLs in Tweet in G1:
[6] https://linktr.ee/BMJPatient
[4] https://mededu.jmir.org/2021/4/e31846
[1] https://twitter.com/jmirpub/status/1453361616347549698
[1] https://www.youtube.com/watch?v=__oEJnp0qYM&feature=youtu.be


Top URLs in Tweet in G2:
[3] https://medx.com/
[2] https://rssfeeds.cloudsite.builders/2021/11/18/medx-health-corp-announces-inaugural-clinical-trial-of-leading-edge-teledermatology-screening-platform-in-turkey/
[2] https://rssfeeds.cloudsite.builders/2021/11/17/medx-health-corp-and-makromed-arhan-global-announce-distribution-agreement-for-leading-edge-teledermatology-screening-platform-in-turkey/
[2] https://medx.com/provider-referral-program
[2] https://www.instagram.com/accounts/login/
[1] https://twitter.com/mottledayhan/status/1456359430203793421
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1186%2Fs40900-021-00323-9
[1] http://www.healthtechnologynet.com/2021/11/15/fda-commences-review-of-cell-medxs-premarket-notification-510k-and-health-canada-renews-class-ii-medical-device-licenses-for-ebalancer-systems/Carson
[1] https://www.upbit.com/service_center/notice?id=1013
[1] https://twitter.com/frontpagestocks/status/1460276906964795402

Top URLs in Tweet in G3:
[1] https://bit.ly/3nrhesc
[1] https://bit.ly/3wkbD9S
[1] https://bit.ly/3c2MfvO

Top URLs in Tweet in G4:
[1] https://docs.google.com/forms/d/1K_JmQCYsYh90AGv5LjQeW_CCYpe9HZTW2uJ6635r3rc/edit

Top URLs in Tweet in G5:
[2] https://microbotmedical.gcs-web.com/news-releases/news-release-details/microbot-medical-secures-additional-patent-libertyr-robotic
[1] https://biomed.im.informa.com/sv/2021/registrations/BIOMEDSV?_mc=organic_tw
[1] https://www.linkedin.com/slink?code=eWrapUWn
[1] https://bit.ly/3bHnbum
[1] https://www.prnewswire.com/news-releases/xact-robotics-to-present-new-data-demonstrating-unparalleled-accuracy-and-advancements-for-interventional-procedures-enabled-by-the-xact-ace-robotic-system-301422808.html

Top URLs in Tweet in G6:
[6] https://medx.duke.edu/news-events/news/morris-park-and-veverka-named-newest-barr-spach-medicine-and-engineering-scholars
[1] https://medx.duke.edu/news-events/news/highlighting-musah-lab-and-phd-student-george-mou
[1] https://twitter.com/DukeMedSchool/status/1460653756920516618

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[159] medx
[139] ehealth
[139] impinv
[139] vc
[139] obgyn
[139] obgyntwitter
[139] tryingtoconceive
[48] meded
[10] teledermatology
[8] funko



Top Hashtags in Tweet in G1:
[13] medx
[1] cocreation
[1] coproduction
[1] meded

Top Hashtags in Tweet in G2:
[5] healthcare
[5] callservice
[5] answeringservice
[5] medicalansweringservice
[5] office
[4] medical
[4] emr
[4] oralsurgeon
[4] athena
[4] technology

Top Hashtags in Tweet in G3:
[8] funko
[6] funkopop
[5] funkogiveaway
[2] starwars
[2] marvel
[1] halo
[1] macysparade
[1] macysballoonfest
[1] thewitcher
[1] disneyplusday

Top Hashtags in Tweet in G5:
[3] biomedevice
[2] unparalleledaccuracy
[2] consistentresults
[2] roboticdevice
[1] surgicalrobotics
[1] surgery
[1] jlmedathon
[1] medical
[1] medicaldevices
[1] hackathon

Top Hashtags in Tweet in G6:
[1] engineering
[1] kidney
[1] veteransday2021

Top Hashtags in Tweet in G8:
[1] bubu

Top Words
Top Words in Tweet in Entire Graph:
[235] biozhena
[188] files
[159] #medx
[139] #ehealth
[139] #impinv
[139] #vc
[139] #obgyn
[139] #obgyntwitter
[139] #tryingtoconceive
[127] downloads

Top Words in Tweet in G1:
[14] amypricephd
[13] #medx
[9] paper
[9] co
[9] alumni
[7] bmjpatiented
[6] latest
[6] production
[6] commons
[6] written

Top Words in Tweet in G2:
[37] medx
[19] health
[18] corp
[15] leading
[15] edge
[14] teledermatology
[13] screening
[13] platform
[12] turkey
[8] trial

Top Words in Tweet in G3:
[17] originalfunko
[15] follow
[13] pop
[13] win
[11] chance
[11] exclusive
[8] #funko
[6] #funkopop
[5] feeling
[5] order

Top Words in Tweet in G4:
[5] nominees
[5] startup
[5] year
[5] health
[5] tehecaug
[5] clinicmaster
[5] clinicpesa
[5] klinicuganda
[5] rockethealthug
[4] kiw_ug

Top Words in Tweet in G5:
[4] register
[4] free
[4] medical
[4] system
[3] mddionline
[3] #biomedevice
[3] silicon
[3] valley
[3] right
[3] around

Top Words in Tweet in G6:
[9] barr
[9] spach
[9] medicine
[9] engineering
[6] dukemedx
[6] read
[5] pleased
[5] announce
[5] newest
[5] scholars

Top Words in Tweet in G7:
[2] transmission

Top Words in Tweet in G8:
[5] ernest_o_o_
[4] mandatory
[4] testing
[4] ebb
[4] drag
[4] really
[4] impressed
[4] labxpert
[4] software
[4] built

Top Words in Tweet in G9:
[4] the1onlyhans
[4] lazydazeco
[4] medx_holdings
[2] madurocriollo
[2] hans
[2] medh
[2] craftherbs

Top Words in Tweet in G10:
[3] someone
[3] care
[2] kids
[2] believe
[2] santa
[2] believed
[2] man
[2] men
[2] smile
[2] beautiful

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[187] biozhena,files
[139] #ehealth,#impinv
[139] #impinv,#vc
[139] #vc,#obgyn
[139] #obgyn,#obgyntwitter
[139] #obgyntwitter,#tryingtoconceive
[139] #tryingtoconceive,#medx
[127] files,downloads
[48] biozhena,biozhena
[44] #medx,#meded

Top Word Pairs in Tweet in G1:
[6] latest,paper
[6] paper,co
[6] co,production
[6] production,commons
[6] commons,written
[6] written,friends
[6] friends,alumni
[6] alumni,#medx
[6] #medx,glynelwyn
[6] glynelwyn,pash22

Top Word Pairs in Tweet in G2:
[15] medx,health
[15] health,corp
[15] leading,edge
[14] edge,teledermatology
[13] teledermatology,screening
[13] screening,platform
[12] platform,turkey
[8] announce,distribution
[8] distribution,agreement
[8] agreement,leading

Top Word Pairs in Tweet in G3:
[11] follow,originalfunko
[11] originalfunko,chance
[11] chance,win
[6] #funko,#funkopop
[5] #funkopop,#funkogiveaway
[4] originalfunko,follow
[4] win,walmart
[4] walmart,exclusive
[4] feeling,lucky
[4] pop,#funko

Top Word Pairs in Tweet in G4:
[5] nominees,startup
[5] startup,year
[5] year,health
[5] health,tehecaug
[5] tehecaug,clinicmaster
[5] clinicmaster,clinicpesa
[5] clinicpesa,klinicuganda
[5] klinicuganda,rockethealthug
[4] kiw_ug,nominees
[4] rockethealthug,ug

Top Word Pairs in Tweet in G5:
[3] #biomedevice,silicon
[3] silicon,valley
[3] valley,right
[3] right,around
[3] around,corner
[3] corner,register
[3] register,claim
[3] claim,free
[3] free,expo
[3] expo,pass

Top Word Pairs in Tweet in G6:
[9] barr,spach
[9] spach,medicine
[9] medicine,engineering
[5] pleased,announce
[5] announce,newest
[5] newest,barr
[5] engineering,scholars
[5] scholars,read
[5] read,more
[4] congratulations,mitchell

Top Word Pairs in Tweet in G8:
[4] mandatory,testing
[4] testing,ebb
[4] ebb,drag
[4] drag,really
[4] really,impressed
[4] impressed,labxpert
[4] labxpert,software
[4] software,built
[4] built,ernest_o_o_
[3] raybesiga,mandatory

Top Word Pairs in Tweet in G9:
[3] lazydazeco,medx_holdings
[2] madurocriollo,the1onlyhans
[2] the1onlyhans,lazydazeco

Top Word Pairs in Tweet in G10:
[2] kids,believe
[2] believe,santa
[2] santa,believed
[2] believed,man
[2] men,smile
[2] smile,beautiful
[2] beautiful,proceed
[2] proceed,wipe
[2] wipe,face
[2] really,wish

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@biozhena
@amypricephd
@originalfunko
@glynelwyn
@pash22
@amcunningham
@bmjpatiented
@dukemedx
@bmj_latest
@tehecaug

Top Mentioned in G1:
@amypricephd
@bmjpatiented
@glynelwyn
@pash22
@amcunningham
@bmj_latest
@pfanderson
@larrychu
@stanford_stem
@ujwalsrivastava

Top Mentioned in G3:
@originalfunko
@walmart
@halo
@priceerrors
@disneyplus
@target
@gamestop
@themandalorian
@fayren
@thekristenemily

Top Mentioned in G4:
@tehecaug
@clinicmaster
@clinicpesa
@klinicuganda
@rockethealthug
@kiw_ug
@ug
@uganics
@wekeberel
@mscan_ug

Top Mentioned in G5:
@mddionline
@microbotmedical
@medtronic
@philips
@medx_ventures
@xactrobotics
@medxelerator
@rsna

Top Mentioned in G6:
@dukemedx
@dukegme
@dukeu
@musahlab
@dukeemergency

Top Mentioned in G7:
@joeyrom11
@pnwaffliction
@thebridgetr
@edward_dominico
@reutersfacts

Top Mentioned in G8:
@ernest_o_o_
@raybesiga
@official_eiahl

Top Mentioned in G9:
@the1onlyhans
@lazydazeco
@medx_holdings

Top Mentioned in G10:
@divamonroe2uhoe
@wetneptune
@axhleighlouise
@mynameishisani

Top Tweeters
Top Tweeters in Entire Graph:
@crweworld
@walmart
@pfanderson
@caring_mobile
@newsfrombw
@pash22
@rssfeedscloud
@amcunningham
@dannyt_ug
@macys

Top Tweeters in G1:
@pfanderson
@pash22
@amcunningham
@bmj_latest
@eidinnishe
@khoney
@jmirpub
@youtube
@phyllbuc
@jrbtrip

Top Tweeters in G2:
@crweworld
@newsfrombw
@rssfeedscloud
@dw40031913
@sfargon
@webhosting
@quickcartwp
@pharmacdaily
@bthefirsttoknow
@fausto_macedo

Top Tweeters in G3:
@walmart
@macys
@target
@originalfunko
@gamestop
@starwars
@halo
@disneyplus
@thekristenemily
@rockstarenergy

Top Tweeters in G4:
@dannyt_ug
@rockethealthug
@tehecaug
@startupuganda_
@clinicmaster
@ug
@kiw_ug
@mscan_ug
@uganics
@clinicpesa

Top Tweeters in G5:
@philips
@ime_events
@mddionline
@rsna
@mdm_events
@medtronic
@microbotmedical
@surgicalrobo
@xactrobotics
@medxelerator

Top Tweeters in G6:
@dukeu
@alimkakeng
@dukeemergency
@johnpurakal
@personalizedmed
@dukecagpm
@dukemedx
@dukegme
@musahlab
@titilolakaleja1

Top Tweeters in G7:
@thebridgetr
@joeyrom11
@arazhajiyev1
@pnwaffliction
@privacymatters0
@edward_dominico
@reutersfacts

Top Tweeters in G8:
@pkisadha
@raybesiga
@ernest_o_o_
@ogenrwotaaron
@geofrey_muta
@medxintl
@official_eiahl

Top Tweeters in G9:
@lazydazeco
@madurocriollo
@the1onlyhans
@medx_holdings
@tyrawr21
@craftherbs

Top Tweeters in G10:
@axhleighlouise
@divamonroe2uhoe
@wetneptune
@medx_l
@mynameishisani
@hasbullahive


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