NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

Telehealth_2021-07-21_21-38-04.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
Connected Action NodeXL-Reports
Uploaded on:
July 22, 2021
Short Description:
Telehealth via NodeXL https://bit.ly/3rppIjG
@icetimicetim
@job861006
@telehealthbot
@bua_happiness
@wachipyaar
@pramote01648546
@geckocooking
@chanya_nath
@a_kkoii
@pommedepeck

Top hashtags:
#โควิด19
#กล่องรอดตาย
#telehealth
#healthcare
#digitalhealth
#telemedicine

Description:
Description
The graph represents a network of 16,598 Twitter users whose recent tweets contained "Telehealth", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 July 2021 at 05:17 UTC.

The tweets in the network were tweeted over the 4-day, 13-hour, 37-minute period from Saturday, 17 July 2021 at 15:00 UTC to Thursday, 22 July 2021 at 04:37 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 : 16598
Unique Edges : 19138
Edges With Duplicates : 2695
Total Edges : 21833
Number of Edge Types : 5
Retweet : 14715
Tweet : 2236
Replies to : 533
Mentions : 1874
MentionsInRetweet : 2475
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.0125755079626579
Reciprocated Edge Ratio : 0.024838657193991
Connected Components : 1406
Single-Vertex Connected Components : 815
Maximum Vertices in a Connected Component : 13528
Maximum Edges in a Connected Component : 17783
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.1682
Graph Density : 6.69348061667259E-05
Modularity : 0.718443
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,598 Twitter users whose recent tweets contained "Telehealth", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 July 2021 at 05:17 UTC.

The tweets in the network were tweeted over the 4-day, 13-hour, 37-minute period from Saturday, 17 July 2021 at 15:00 UTC to Thursday, 22 July 2021 at 04:37 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 : TwitterSearch
Graph Term : Telehealth
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:
[20] https://www.chula.ac.th/news/48513/
[14] https://www.wired.com/story/warby-parker-virtual-vision-check-app
[13] https://twitter.com/drleahdesole/status/1415694466803982339
[13] https://www.statnews.com/2021/07/13/telehealth-provisions-emergency-patients/?utm_content=buffer03146&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[12] https://www.wired.com/story/warby-parker-virtual-vision-check-app/
[12] https://www.mcknightsseniorliving.com/home/news/3-ways-tech-use-during-pandemic-will-change-long-term-care-forever/
[12] https://www.entrepreneur.com/article/377752?utm_source=dlvr.it&utm_medium=twitter
[11] https://twitter.com/ccopterofficial/status/1416660148114780161
[10] https://www.motherjones.com/politics/2021/07/is-trans-telehealth-the-future-or-just-a-cash-grab/
[10] https://www.statnews.com/2021/07/13/telehealth-provisions-emergency-patients/

Top URLs in Tweet in G4:
[13] https://www.statnews.com/2021/07/13/telehealth-provisions-emergency-patients/?utm_content=buffer03146&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[10] https://twitter.com/MSDEurope/status/1416004955476013056
[7] https://www.statnews.com/2021/07/13/telehealth-provisions-emergency-patients/
[6] https://www.forbes.com/sites/forbestechcouncil/2021/07/07/its-time-to-incorporate-biometrics-into-security-protocols/?sh=62f5fcc6666e&utm_campaign=Social%20Member%20Articles&utm_content=172276662&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[6] https://www.forbes.com/sites/forbestechcouncil/2021/07/14/freedom-vs-security-in-business-how-leaders-can-strike-a-balance/?sh=5a2270b0b255&utm_campaign=Social%20Member%20Articles&utm_content=173009321&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[5] https://www.fiercehealthcare.com/digital-health/telehealth-funding-soars-to-4-2b-record-shattering-2021
[5] https://thefederalist.com/2019/03/26/blaming-prescription-pain-pills-opioid-epidemic-fake-news/
[4] https://www.forbes.com/sites/forbestechcouncil/2021/07/15/how-to-implement-a-zero-trust-model-of-cybersecurity-into-your-organization/?sh=1faa145680d9&utm_campaign=Social%20Member%20Articles&utm_content=173154119&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[3] https://www.forbes.com/sites/forbestechcouncil/2021/07/06/healthcare-organizations-can-seize-this-moment-to-make-access-more-equitable/?sh=5bc02bce7065&utm_campaign=Social%20Member%20Articles&utm_content=172104108&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[3] https://www.forbes.com/sites/forbestechcouncil/2021/07/12/data-sharing-and-integrations-transformative-forces-in-clinical-trials/?sh=408a0c171e5e&utm_campaign=Social%20Member%20Articles&utm_content=172712065&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518

Top URLs in Tweet in G5:
[10] https://www.wired.com/story/warby-parker-virtual-vision-check-app
[9] https://www.entrepreneur.com/article/377752?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.wired.com/story/warby-parker-virtual-vision-check-app/
[3] https://www.pr.com/press-release/840977
[2] https://www.natlawreview.com/article/target-telehealth-government-action-against-telehealth-fraud-wake-covid-19?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.fiercebiotech.com/medtech/rockley-photonics-unveils-clinic-wrist-system-offering-a-glimpse-at-apple-watch-s-future
[2] https://spectrumlocalnews.com/nys/central-ny/ny-state-of-politics/2021/04/13/why-new-york-is-expanding-telehealth-services
[2] https://www.mckinsey.com/industries/healthcare-systems-and-services/our-insights/telehealth-a-quarter-trillion-dollar-post-covid-19-reality
[2] https://www.wired.com/story/warby-parker-virtual-vision-check-app?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.fiercehealthcare.com/digital-health/telehealth-funding-soars-to-4-2b-record-shattering-2021

Top URLs in Tweet in G9:
[12] https://www.mcknightsseniorliving.com/home/news/3-ways-tech-use-during-pandemic-will-change-long-term-care-forever/
[2] https://mhealthintelligence.com/news/cms-expands-telehealth-coverage-in-proposed-2022-physician-fee-schedule
[1] https://twitter.com/PatientAction/status/1416379154962948098

Top Domains
Top Domains in Tweet in Entire Graph:
[415] twitter.com
[286] forbes.com
[151] healthcareitnews.com
[104] fiercehealthcare.com
[102] mhealthintelligence.com
[83] youtube.com
[79] telehealth.org
[71] linkedin.com
[70] beckershospitalreview.com
[66] wired.com

Top Domains in Tweet in G2:
[12] twitter.com

Top Domains in Tweet in G4:
[255] forbes.com
[195] twitter.com
[104] healthcareitnews.com
[79] telehealth.org
[70] mhealthintelligence.com
[68] fiercehealthcare.com
[63] youtube.com
[51] statnews.com
[49] beckershospitalreview.com
[46] twinybots.ch

Top Domains in Tweet in G5:
[36] healthcareitnews.com
[35] linkedin.com
[30] wired.com
[24] twitter.com
[23] forbes.com
[21] fiercehealthcare.com
[14] beckershospitalreview.com
[13] entrepreneur.com
[12] mhealthintelligence.com
[10] natlawreview.com

Top Domains in Tweet in G7:
[1] line.me

Top Domains in Tweet in G9:
[32] mcknightsseniorliving.com
[13] resiliencymentalhealth.com
[10] apaservices.org
[3] mhealthintelligence.com
[2] twitter.com
[1] teacherspayteachers.com
[1] patientsactionnetwork.com
[1] stateofreform.com

Top Domains in Tweet in G10:
[3] newsday.com
[2] natlawreview.com
[2] statnews.com
[2] fiercehealthcare.com
[2] telecareaware.com
[1] informa.com
[1] ama-assn.org
[1] fortune.com
[1] wvu.edu
[1] motherjones.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6786] โควิด19
[2253] กล่องรอดตาย
[2223] telehealth
[734] healthcare
[624] digitalhealth
[478] telemedicine
[390] healthtech
[278] mhealth
[253] covid19
[246] health



Top Hashtags in Tweet in G1:
[6495] โควิด19

Top Hashtags in Tweet in G2:
[2140] กล่องรอดตาย
[73] โควิด19

Top Hashtags in Tweet in G3:
[107] กล่องรอดตาย
[61] โควิด19

Top Hashtags in Tweet in G4:
[1244] telehealth
[520] healthcare
[517] digitalhealth
[335] telemedicine
[289] healthtech
[269] mhealth
[200] healthit
[170] health
[168] medtech
[163] ehealth

Top Hashtags in Tweet in G5:
[285] telehealth
[67] healthcare
[44] telemedicine
[33] digitalhealth
[28] mentalhealth
[26] health
[16] healthtech
[14] wellness
[14] technology
[12] covid19

Top Hashtags in Tweet in G6:
[186] เป๊กผลิตโชค
[186] peckpalitchoke
[7] โควิด19

Top Hashtags in Tweet in G7:
[5] โควิด19
[1] กล่องรอดตาย

Top Hashtags in Tweet in G8:
[130] โควิด19
[126] homeisolation
[124] covid_19
[124] โควิดวันนี้
[1] กล่องรอดตาย

Top Hashtags in Tweet in G9:
[42] telehealth
[20] medtwitter
[7] covid19
[6] kentucky
[2] healthcare
[2] medicare
[1] mentalhealth
[1] congress
[1] medicaid
[1] 30yearslater

Top Words
Top Words in Tweet in Entire Graph:
[23803] น
[23725] ม
[23723] ส
[16185] telehealth
[12292] ด
[12213] ค
[12140] home
[12080] isolation
[12073] ใครต
[12046] ท

Top Words in Tweet in G1:
[12990] น
[12990] ส
[12990] ม
[6495] ใครต
[6495] ดโคว
[6495] ด
[6495] อย
[6495] ในกทม
[6495] อาการไม
[6495] หน

Top Words in Tweet in G2:
[5624] ส
[5624] ม
[5589] น
[2812] ใครต
[2812] ดโคว
[2812] ด
[2812] อย
[2812] ในกทม
[2812] อาการไม
[2812] หน

Top Words in Tweet in G3:
[4104] ส
[4104] ม
[4100] น
[2056] อ
[2052] ใครต
[2052] ดโคว
[2052] ด
[2052] อย
[2052] ในกทม
[2052] อาการไม

Top Words in Tweet in G4:
[1476] telehealth
[1312] #telehealth
[595] #digitalhealth
[543] #healthcare
[444] health
[418] care
[357] #telemedicine
[333] #healthtech
[284] #mhealth
[271] patients

Top Words in Tweet in G5:
[733] telehealth
[285] #telehealth
[172] health
[143] more
[141] care
[85] services
[80] patients
[72] healthcare
[67] #healthcare
[63] access

Top Words in Tweet in G6:
[395] ด
[232] ม
[232] ส
[232] น
[209] ใครต
[209] ดโคว
[209] ในกทม
[209] อาการไม
[209] หน
[209] ครใจอยากทำ

Top Words in Tweet in G7:
[290] น
[290] ม
[290] ส
[283] ค
[276] ะ
[145] า
[145] ใครต
[145] ดโคว
[145] ด
[145] อย

Top Words in Tweet in G8:
[254] #โคว
[148] น
[136] ใครต
[136] ดโคว
[136] ด
[136] อาการไม
[136] หน
[136] isolation
[136] ค
[136] ท

Top Words in Tweet in G9:
[84] telehealth
[50] pandemic
[44] care
[42] #telehealth
[40] services
[39] use
[38] older
[38] need
[33] study
[33] technology

Top Words in Tweet in G10:
[18] telehealth
[6] junjudapi
[5] health
[5] services
[5] pandemic
[4] mental
[4] during
[4] more
[3] care
[3] patients

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12092] ม,ส
[12038] ใครต,ดโคว
[11956] home,isolation
[11956] งเคร,องว
[11956] องว,ดออกซ
[11956] ดออกซ,เจน
[11954] ส,งเคร
[11954] เจน,ปรอทว
[11954] ปรอทว,ดไข
[11951] ค,ยก

Top Word Pairs in Tweet in G1:
[6495] ใครต,ดโคว
[6495] ดโคว,ด
[6495] ด,อย
[6495] อย,ในกทม
[6495] ในกทม,อาการไม
[6495] อาการไม,หน
[6495] หน,ก
[6495] ก,สม
[6495] สม,ครใจอยากทำ
[6495] ครใจอยากทำ,home

Top Word Pairs in Tweet in G2:
[2812] ใครต,ดโคว
[2812] ดโคว,ด
[2812] ด,อย
[2812] อย,ในกทม
[2812] อาการไม,หน
[2812] หน,ก
[2812] ก,สม
[2812] สม,ครใจอยากทำ
[2812] ครใจอยากทำ,home
[2812] home,isolation

Top Word Pairs in Tweet in G3:
[2052] ใครต,ดโคว
[2052] ดโคว,ด
[2052] ด,อย
[2052] อย,ในกทม
[2052] ในกทม,อาการไม
[2052] อาการไม,หน
[2052] หน,ก
[2052] ก,สม
[2052] สม,ครใจอยากทำ
[2052] ครใจอยากทำ,home

Top Word Pairs in Tweet in G4:
[163] #healthtech,#digitalhealth
[157] #digitalhealth,#telehealth
[135] #telehealth,#telemedicine
[130] covid,19
[119] 64,million
[111] telehealth,startup
[107] digital,health
[107] #medtech,#mhealth
[106] addiction,treatment
[105] hubbucket,hubdevops

Top Word Pairs in Tweet in G5:
[48] warby,parker
[41] covid,19
[37] parker,revamps
[37] revamps,eye
[37] eye,exam
[36] exam,app
[36] app,bets
[35] bets,telehealth
[30] telehealth,services
[27] mental,health

Top Word Pairs in Tweet in G6:
[209] ใครต,ดโคว
[209] ในกทม,อาการไม
[209] อาการไม,หน
[209] ครใจอยากทำ,home
[209] home,isolation
[209] isolation,แอดไลน
[209] ม,ส
[209] ส,งเคร
[209] งเคร,องว
[209] องว,ดออกซ

Top Word Pairs in Tweet in G7:
[283] ม,ส
[145] ใครต,ดโคว
[145] ดโคว,ด
[145] ด,อย
[145] อย,ในกทม
[145] สม,ครใจอยากทำ
[145] ครใจอยากทำ,home
[145] home,isolation
[145] isolation,แอดไลน
[145] แอดไลน,น

Top Word Pairs in Tweet in G8:
[136] ใครต,ดโคว
[136] อาการไม,หน
[130] #โคว,ด19
[124] ดโคว,ดแต
[124] ดแต,อาการไม
[124] หน,กสามารถhome
[124] กสามารถhome,isolation
[124] isolation,ได
[124] ได,เองท
[124] เองท,บ

Top Word Pairs in Tweet in G9:
[32] telehealth,social
[32] social,connection
[32] connection,tools
[32] tools,technology
[32] technology,transformed
[32] transformed,older
[32] older,adults
[32] adults,long
[32] long,term
[32] term,care

Top Word Pairs in Tweet in G10:
[4] mental,health
[3] bulbi59,robmay70
[3] junjudapi,rosycoaching
[3] rosycoaching,quasagroup
[3] quasagroup,lifesdna
[3] lifesdna,achyutaghosh
[3] more,therapists
[3] therapists,telehealth
[3] telehealth,boost
[3] boost,east

Top Replied-To
Top Replied-To in Entire Graph:
@diilbdkin
@andrewbogut
@elonmusk
@mariewalsh18
@flinderscnhs
@twippingvanilla
@broomstick33
@mikeyanlam
@amergastroassn
@angelavoipierre

Top Replied-To in G4:
@mikeyanlam
@hcldr
@nxpatel
@jamesian
@jayb21601689
@lg_andrew
@nikillinit
@robertpahlavan
@teladoc
@yashvishah114

Top Replied-To in G5:
@medically_home
@berrydunn

Top Replied-To in G9:
@nubivn_
@quintonclawson
@coolhandlori
@drmaryalvord
@reginegalanti
@nayandsheebs
@dangillison

Top Replied-To in G10:
@sps123star

Top Mentioned
Top Mentioned in Entire Graph:
@hubbucket
@hubdevops
@hubdataops
@uni_newcastle
@uonmasterexphys
@essa_news
@sminaev2015
@quitgenius
@chriss20x
@antgrasso

Top Mentioned in G2:

Top Mentioned in G4:
@hubbucket
@hubdevops
@hubdataops
@sminaev2015
@quitgenius
@chriss20x
@forbes
@forbestechcncl
@fiercehealth
@devkota_hp

Top Mentioned in G5:
@codingpro1
@mypuredelivery
@orbita_inc
@alleywatch
@aviacode
@mhccmd
@zyterofficial

Top Mentioned in G9:
@psypact
@nubivn_
@dramymarschall
@gerald_joseph90
@sheologian
@brittneyscott_
@janelcubbage
@citznamn
@michaelfulwiler
@cdphe

Top Mentioned in G10:
@junjudapi
@bulbi59
@robmay70
@rosycoaching
@quasagroup
@lifesdna
@achyutaghosh
@techkates
@visanalyticsnyc
@carstenbreum

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@oldlady12345
@knewz_currently
@marshawright
@robinsnewswire
@cybersec_feeds
@chidambara09
@newsoneplace
@piyuanker12
@lilianasnchez9

Top Tweeters in G1:
@imim9009
@pm2u_
@daizylazyyy
@qvxes_
@jk_sweetsmile
@petrichorxcx
@jujuniorrrr
@eangaoeyyy
@mmeiying__
@fearncpn

Top Tweeters in G2:
@novembris92
@crayonshinchu
@kimbam411
@suhropod
@g1aucous
@fernb2uty
@amenonikki
@1995_0519
@mirumiru_yhcm
@chutimonmay

Top Tweeters in G3:
@mijin913
@ppntmmc
@hellosunflow_r
@cielskyer
@imsleepyhead96
@willumerrymark
@semarktuan
@jeabsj137
@lovertk323
@warmars_

Top Tweeters in G4:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@lilianasnchez9
@xaelbot
@codedailybot
@evankirstel
@rosenchild
@cybersecurityn8

Top Tweeters in G5:
@knewz_currently
@marshawright
@robinsnewswire
@newsoneplace
@crweworld
@politicalhedge
@davidpapp
@dataaugmented
@activehire_com
@dizzedcom

Top Tweeters in G6:
@junenattapat
@lekapirati1
@mepoppykz
@tammado
@dtangsopha
@p_pimsri1
@frompeck2nooch3
@702palitlove12
@needee19
@kunpaties1

Top Tweeters in G7:
@piifernlovesj
@stnpz
@blololm
@euay0119euay
@snies98
@mheeismee
@my_baby_jaejae
@toey_teukmylove
@coenddl
@nokbinn94

Top Tweeters in G8:
@lovely_today
@alahof
@popcornybbsweet
@jlwbam
@sirikamol6
@linfujoshi
@lerluck
@minnyjoob137
@ribbon_9397
@modnoii

Top Tweeters in G9:
@oldlady12345
@rjber15
@janesepmeier
@joanpennnative
@michaelcorndoff
@nytimes
@jowilso99859694
@billyarnie
@jonesls
@dbhellmd

Top Tweeters in G10:
@witchhusband
@bearmanshannon
@vivekghosal
@michaelbathurst
@techpearce2
@kevin_jackson
@junjudapi
@fabriziobustama
@star95011
@quasagroup


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.