#digitalhealthCES, Twitter, 1/9/2020 9:04:55 PM, 219918


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#digitalhealthCES Twitter NodeXL SNA Map and Report for Thursday, 09 January 2020 at 20:11 UTC
#digitalhealthCES Twitter NodeXL SNA Map and Report for Thursday, 09 January 2020 at 20:11 UTC
From:
marc_smith
Uploaded on:
January 09, 2020
Short Description:
#digitalhealthCES via NodeXL http://bit.ly/36Dv67D
@evankirstel
@irmaraste
@jeffkagan
@jimharris
@ilabcam
@dhsummit
@evirahealth
@ces
@healthythinker
@everydayhealth

Top hashtags:
#ces2020
#digitalhealthces
#ai
#digitalhealth
#healthtech
#health
#healthcare
#science

Description:
Description
The graph represents a network of 2,238 Twitter users whose recent tweets contained "#digitalhealthCES", 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, 09 January 2020 at 20:15 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 8-minute period from Wednesday, 01 January 2020 at 23:48 UTC to Thursday, 09 January 2020 at 19:56 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 : 2238
Unique Edges : 4920
Edges With Duplicates : 4164
Total Edges : 9084
Number of Edge Types : 5
Retweet : 1968
MentionsInRetweet : 5313
Mentions : 1362
Tweet : 323
Replies to : 118
Self-Loops : 353
Reciprocated Vertex Pair Ratio : 0.0237630785600284
Reciprocated Edge Ratio : 0.0464230036376234
Connected Components : 26
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 2198
Maximum Edges in a Connected Component : 9045
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.871681
Graph Density : 0.00115312261930015
Modularity : 0.376053
NodeXL Version : 1.0.1.422
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219914
Data Import : The graph represents a network of 2,238 Twitter users whose recent tweets contained "#digitalhealthCES", 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, 09 January 2020 at 20:15 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 8-minute period from Wednesday, 01 January 2020 at 23:48 UTC to Thursday, 09 January 2020 at 19:56 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 : #digitalhealthCES
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[161] https://imgur.com/gallery/Qd59kYJ
[140] https://www.forbes.com/sites/jennifer
[67] https://www.mobihealthnews.com/news/opinion-ai-privacy-and-apis-will-mold-digital-health-2020
[28] https://www.mobihealthnews.com/news/devices-software-and-other-health-tech-headlines-ces-2020
[23] https://www.cnet.com/news/blood-pressure-sensing-earbuds-are-coming-in-2020/?TheTime=2020-01-07T03%3A54%3A24
[21] http://wareflo.com/healthsystemschat.htm
[20] https://www.reddit.com/r/Futurology/comments/el4c3r/artificial_intelligence_can_diagnose_a_brain/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[18] https://www.wired.com/story/nextmind-noninvasive-brain-computer-interface/
[17] https://www.zdnet.com/article/ces-2020-withings-scanwatch-will-feature-ecg-and-sleep-apnea-detection/
[14] https://www.digitaltrends.com/wearables/ces-2020-willow-generation-3-smart-breast-pump/

Top URLs in Tweet in G1:
[23] https://www.forbes.com/sites/jennifer
[14] https://www.mobihealthnews.com/news/opinion-ai-privacy-and-apis-will-mold-digital-health-2020
[10] https://www.reddit.com/r/Futurology/comments/el4c3r/artificial_intelligence_can_diagnose_a_brain/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[10] https://www.cnet.com/news/blood-pressure-sensing-earbuds-are-coming-in-2020/?TheTime=2020-01-07T03%3A54%3A24
[9] https://imgur.com/gallery/Qd59kYJ
[6] https://www.reddit.com/r/Futurology/comments/eiqmiv/ai_outperforms_doctors_diagnosing_breast_cancer/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[3] https://venturebeat.com/2019/12/31/livefreelys-buddy-uses-predictive-ai-and-remote-monitoring-to-help-the-elderly-in-emergencies/
[3] https://qz.com/1762120/wildflower-schools-is-testing-kid-tracking-sensors-for-montessori/
[3] https://www.wired.com/story/nextmind-noninvasive-brain-computer-interface/
[3] https://www.zdnet.com/article/ces-2020-withings-scanwatch-will-feature-ecg-and-sleep-apnea-detection/

Top URLs in Tweet in G2:
[10] https://www.forbes.com/sites/jennifer
[8] https://digitalhealthsummit.com/2020-agenda/
[8] https://www.ces.tech/conference/28336/614298.aspx
[7] https://www.mobihealthnews.com/news/devices-software-and-other-health-tech-headlines-ces-2020
[5] https://www.linkedin.com/pulse/connected-health-ecosystem-new-devices-bring-data-wellness-spence/
[4] https://www.cnet.com/news/blood-pressure-sensing-earbuds-are-coming-in-2020/?TheTime=2020-01-07T03%3A54%3A24
[4] https://ces.tech/Schedule.aspx
[3] https://www.healthpopuli.com/2020/01/05/living-in-digital-healthcare-times-kicking-off-digitalhealthces-ces2020/
[3] https://imgur.com/gallery/Qd59kYJ
[3] https://www.ey.com/en_gl/supply-chain/how-a-digital-ecosphere-helps-individualized-treatments-reach-patients

Top URLs in Tweet in G3:
[60] https://www.forbes.com/sites/jennifer
[45] https://imgur.com/gallery/Qd59kYJ
[39] https://www.mobihealthnews.com/news/opinion-ai-privacy-and-apis-will-mold-digital-health-2020
[10] https://www.zdnet.com/article/ces-2020-withings-scanwatch-will-feature-ecg-and-sleep-apnea-detection/
[9] https://www.digitaltrends.com/home/proctor-and-gamble-ces-2020-innovation-gillette-pampers/
[9] https://www.pcmag.com/news/372862/withings-scanwatch-keeps-tabs-on-your-breathing-heart-rate
[8] https://www.wired.com/story/nextmind-noninvasive-brain-computer-interface/
[8] https://www.mobihealthnews.com/news/devices-software-and-other-health-tech-headlines-ces-2020
[7] https://www.healthcareitnews.com/news/ai-maturation-5g-augmented-reality-point-accelerated-innovation-2020
[7] https://venturebeat.com/2020/01/05/nextmind-is-building-a-real-time-brain-computer-interface-unveils-dev-kit-for-399/

Top URLs in Tweet in G4:
[94] https://imgur.com/gallery/Qd59kYJ
[44] https://www.forbes.com/sites/jennifer
[11] https://www.mobihealthnews.com/news/devices-software-and-other-health-tech-headlines-ces-2020
[8] https://www.mobihealthnews.com/news/opinion-ai-privacy-and-apis-will-mold-digital-health-2020
[5] https://www.digitaltrends.com/wearables/ces-2020-willow-generation-3-smart-breast-pump/
[4] https://www.reddit.com/r/Futurology/comments/el4c3r/artificial_intelligence_can_diagnose_a_brain/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[4] https://venturebeat.com/2020/01/01/google-healths-ai-identifies-breast-cancer-in-mammogram-imagery-with-fewer-false-positives/
[3] https://www.wired.com/story/nextmind-noninvasive-brain-computer-interface/
[2] https://www.cnet.com/news/blood-pressure-sensing-earbuds-are-coming-in-2020/?TheTime=2020-01-07T03%3A54%3A24
[2] https://twitter.com/lead_coalition/status/1214739248336625664

Top URLs in Tweet in G5:
[8] https://imgur.com/gallery/Qd59kYJ
[3] https://www.mobihealthnews.com/news/opinion-ai-privacy-and-apis-will-mold-digital-health-2020
[2] https://www.forbes.com/sites/jennifer
[2] https://www.wired.com/story/nextmind-noninvasive-brain-computer-interface/
[1] https://venturebeat.com/2020/01/01/google-healths-ai-identifies-breast-cancer-in-mammogram-imagery-with-fewer-false-positives/
[1] https://venturebeat.com/2019/12/31/livefreelys-buddy-uses-predictive-ai-and-remote-monitoring-to-help-the-elderly-in-emergencies/
[1] https://www.cnet.com/how-to/how-to-use-your-smartphone-to-detect-skin-cancer/?taid=5e0d0c0348fe970001448be8
[1] https://khn.org/news/a-reality-check-on-artificial-intelligence-are-health-care-claims-overblown/
[1] https://www.cnet.com/news/sleep-better-at-night-by-using-this-headband-to-train-your-brain-during-the-day/
[1] https://www.zdnet.com/article/ces-2020-withings-scanwatch-will-feature-ecg-and-sleep-apnea-detection/

Top URLs in Tweet in G6:
[2] https://imgur.com/gallery/Qd59kYJ
[1] https://www.forbes.com/sites/jennifer
[1] https://www.mobihealthnews.com/news/opinion-ai-privacy-and-apis-will-mold-digital-health-2020
[1] https://venturebeat.com/2019/11/09/lenovo-pilots-vr-as-an-alternative-to-general-anesthesia-for-kids/

Top URLs in Tweet in G7:
[1] https://twitter.com/michaelreiterpr/status/1215131201691774976
[1] https://twitter.com/MichaelReiterPR/status/1215145577664565248

Top URLs in Tweet in G8:
[2] https://about.att.com/innovationblog/2020/01/technology_opioid.html
[1] https://www.linkedin.com/slink?code=d6rGea6
[1] https://www.youtube.com/watch?v=CIcD6gu0JVk&feature=youtu.be

[1] https://about.att.com/pages/CES_2020.html?source=EBBZTw00000IFS00M&wtExtndSource=SIG1&LNS=SC_BR_BRG_IFST_0918&utm_content=buffer1ad8a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer_KLJ
[1] https://www.youtube.com/watch?v=6drnsLAo-ck&feature=youtu.be&utm_content=buffer19285&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer_KLJ

[1] https://www.youtube.com/watch?v=6drnsLAo-ck&feature=youtu.be

[1] https://twitter.com/RodCruz88/status/1213233520266661888
[1] https://www.youtube.com/watch?v=CIcD6gu0JVk&feature=youtu.be&utm_content=buffer62a84&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer_KLJ

[1] https://twitter.com/RodCruz88/status/1214586548655513600

Top URLs in Tweet in G9:
[1] https://www.pcmag.com/news/372862/withings-scanwatch-keeps-tabs-on-your-breathing-heart-rate

Top URLs in Tweet in G10:
[2] https://www.healthcareittoday.com/2020/01/06/health-and-wellness-was-strong-at-ces-2020-unveiled/
[1] https://twitter.com/dhsummit/status/1212757996624924674
[1] https://twitter.com/kimberlyanngeo/status/1214598605803118592
[1] https://twitter.com/kimberlyanngeo/status/1214594284256579585

Top Domains
Top Domains in Tweet in Entire Graph:
[161] imgur.com
[141] forbes.com
[122] twitter.com
[95] mobihealthnews.com
[61] digitalhealthsummit.com
[42] cnet.com
[33] venturebeat.com
[30] reddit.com
[26] pcmag.com
[25] digitaltrends.com

Top Domains in Tweet in G1:
[23] forbes.com
[16] reddit.com
[16] mobihealthnews.com
[13] cnet.com
[9] imgur.com
[8] venturebeat.com
[5] pcmag.com
[4] zdnet.com
[3] qz.com
[3] wired.com

Top Domains in Tweet in G2:
[56] digitalhealthsummit.com
[38] twitter.com
[21] ces.tech
[12] linkedin.com
[10] forbes.com
[9] mobihealthnews.com
[7] cnet.com
[7] ey.com
[3] healthpopuli.com
[3] imgur.com

Top Domains in Tweet in G3:
[60] forbes.com
[47] mobihealthnews.com
[45] imgur.com
[18] cnet.com
[17] venturebeat.com
[17] pcmag.com
[16] digitaltrends.com
[14] zdnet.com
[12] twitter.com
[9] reddit.com

Top Domains in Tweet in G4:
[94] imgur.com
[51] twitter.com
[44] forbes.com
[19] mobihealthnews.com
[6] digitaltrends.com
[4] reddit.com
[4] venturebeat.com
[3] wired.com
[2] cnet.com
[2] zdnet.com

Top Domains in Tweet in G5:
[8] imgur.com
[3] mobihealthnews.com
[2] venturebeat.com
[2] cnet.com
[2] forbes.com
[2] wired.com
[1] khn.org
[1] zdnet.com
[1] pcmag.com
[1] qz.com

Top Domains in Tweet in G6:
[2] imgur.com
[1] forbes.com
[1] mobihealthnews.com
[1] venturebeat.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[4] youtube.com
[3] att.com
[2] twitter.com
[1] linkedin.com

Top Domains in Tweet in G9:
[1] pcmag.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] healthcareittoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2182] ces2020
[2109] digitalhealthces
[579] ai
[539] digitalhealth
[425] healthtech
[380] health
[298] healthcare
[196] science
[194] stem
[162] wellness



Top Hashtags in Tweet in G1:
[292] digitalhealthces
[281] ces2020
[76] ai
[69] healthtech
[61] digitalhealth
[48] health
[40] healthcare
[23] iot
[19] wearables
[17] stem

Top Hashtags in Tweet in G2:
[693] digitalhealthces
[640] ces2020
[89] digitalhealth
[89] healthcare
[57] ai
[37] tech
[36] health
[35] healthtech
[16] multiplesclerosis
[15] 5g

Top Hashtags in Tweet in G3:
[658] ces2020
[600] digitalhealthces
[213] health
[207] ai
[174] digitalhealth
[120] wellness
[106] dhs2020
[99] healthtech
[98] fitness
[90] healthcare

Top Hashtags in Tweet in G4:
[274] digitalhealthces
[257] ces2020
[182] ai
[174] healthtech
[169] digitalhealth
[68] health
[67] artificialintelligence
[67] breastcancer
[54] healthcare
[18] sciencefiction

Top Hashtags in Tweet in G5:
[120] ces2020
[99] stem
[99] science
[98] edtech
[24] startup
[24] tech
[24] digitalhealthces
[14] ai
[11] digitalhealth
[9] healthtech

Top Hashtags in Tweet in G6:
[32] ces2020
[23] digitalhealthces
[22] ai
[22] dataprivacy
[16] cancer
[10] digitalhealth
[6] healthtech
[4] doctors
[4] nurses
[3] stem

Top Hashtags in Tweet in G7:
[36] ces2020
[22] digitalhealthces
[5] healthcare
[4] 5g
[3] data
[3] privacy
[2] teeth
[2] ai
[2] oralhealth
[1] interoperabilität

Top Hashtags in Tweet in G8:
[25] digitalhealthces
[17] ces2020
[14] atthealthcare
[13] healthcare
[10] 5g
[9] dhs2020
[7] attinfluencer
[3] ai
[2] iot
[2] healthtech

Top Hashtags in Tweet in G9:
[18] digitalhealthces
[17] ces2020
[13] healthtech
[10] facialrecognition
[1] hearing
[1] techtuesday
[1] technology
[1] drones
[1] artificialintelligence
[1] breastcancer

Top Hashtags in Tweet in G10:
[33] digitalhealthces
[20] ces2020
[4] pinksocks
[4] interoperability
[3] fhir
[2] healthtech
[2] hitsm
[2] hcldr
[2] patientsafety
[1] lasvegas

Top Words
Top Words in Tweet in Entire Graph:
[3221] Words in Sentiment List#1: Positive
[2142] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[113012] Non-categorized Words
[118375] Total Words
[4822] #digitalhealthces
[4275] #ces2020
[1247] #healthtech
[1098] #digitalhealth
[1022] #healthcare

Top Words in Tweet in G1:
[1025] #digitalhealthces
[975] #ces2020
[463] take
[462] allows
[459] photos
[454] imagine
[454] computer
[454] inside
[452] contact
[452] lens

Top Words in Tweet in G2:
[1287] #digitalhealthces
[1083] #ces2020
[310] health
[239] amp
[173] data
[169] today
[160] #digitalhealth
[154] digital
[140] healthcare
[140] ces

Top Words in Tweet in G3:
[1201] #digitalhealthces
[1072] #ces2020
[428] #digitalhealth
[406] #healthtech
[405] evirahealth
[310] #healthcare
[308] irmaraste
[302] #ai
[250] #health
[215] evankirstel

Top Words in Tweet in G4:
[709] #digitalhealthces
[626] #ces2020
[330] #healthtech
[324] #digitalhealth
[308] evirahealth
[298] irmaraste
[218] #healthcare
[208] #ai
[187] help
[158] patients

Top Words in Tweet in G5:
[202] #digitalhealthces
[196] #ces2020
[107] allows
[107] take
[107] photos
[99] #stem
[99] #science
[98] #edtech
[98] device
[97] everything

Top Words in Tweet in G6:
[70] #digitalhealthces
[70] screen
[53] #ces2020
[44] blurs
[32] #healthtech
[28] lenovo
[27] #lenovoces
[27] #ad
[26] #ces
[25] #ai

Top Words in Tweet in G7:
[42] #ces2020
[42] #digitalhealthces
[20] health
[19] #healthcare
[17] digital
[15] amp
[13] re
[11] tech
[11] #5g
[10] #health

Top Words in Tweet in G8:
[45] #digitalhealthces
[36] #ces2020
[33] booth
[31] #dhs2020
[29] #atthealthcare
[22] amp
[20] digital
[20] demos
[20] 5g
[17] #44506

Top Words in Tweet in G9:
[31] #digitalhealthces
[30] #ces2020
[22] labordeolivier
[22] ashoknellikar
[15] #healthtech
[13] audiocardio
[13] sound
[13] therapy
[13] exhibiting
[12] know

Top Words in Tweet in G10:
[46] #digitalhealthces
[24] #ces2020
[23] health
[12] book
[12] healthconsuming
[12] data
[11] patient
[9] digital
[9] healthcare
[9] solutions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1429] #ces2020,#digitalhealthces
[1313] #digitalhealthces,#ces2020
[674] paralyzed,patients
[669] take,photos
[555] irmaraste,evirahealth
[521] imagine,computer
[521] computer,inside
[521] inside,contact
[521] contact,lens
[521] lens,allows

Top Word Pairs in Tweet in G1:
[677] #digitalhealthces,#ces2020
[459] take,photos
[452] imagine,computer
[452] computer,inside
[452] inside,contact
[452] contact,lens
[452] lens,allows
[452] allows,record
[452] record,videos
[452] videos,surf

Top Word Pairs in Tweet in G2:
[452] #ces2020,#digitalhealthces
[248] #digitalhealthces,#ces2020
[117] venetian,level
[117] lando,4305
[115] level,lando
[89] #ces2020,today
[83] digital,health
[51] pm,venetian
[41] health,data
[38] paralyzed,patients

Top Word Pairs in Tweet in G3:
[413] #ces2020,#digitalhealthces
[215] irmaraste,evirahealth
[197] #healthtech,#digitalhealth
[190] #digitalhealthces,#ces2020
[168] evankirstel,evirahealth
[132] #digitalhealth,#healthcare
[121] #health,#wellness
[117] #ces2020,#ai
[108] #digitalhealthces,#dhs2020
[102] paralyzed,patients

Top Word Pairs in Tweet in G4:
[241] irmaraste,evirahealth
[181] #ces2020,#digitalhealthces
[158] #healthtech,#digitalhealth
[142] #digitalhealth,#healthcare
[116] #digitalhealthces,#ces2020
[94] biggest,potential
[94] potential,benefits
[94] benefits,help
[94] help,people
[94] people,stay

Top Word Pairs in Tweet in G5:
[143] #ces2020,#digitalhealthces
[107] take,photos
[99] #stem,#science
[97] #edtech,device
[97] device,allows
[97] allows,take
[97] photos,everything
[97] everything,under
[97] under,microscope
[97] microscope,ilabcam

Top Word Pairs in Tweet in G6:
[26] #lenovoces,#ces
[26] #ces,#ad
[23] lenovo,#lenovoces
[22] standard,workspace
[22] workspace,#dataprivacy
[22] #dataprivacy,#ces2020
[22] #ces2020,screen
[22] screen,automatically
[22] automatically,blurs
[22] blurs,look

Top Word Pairs in Tweet in G7:
[23] #ces2020,#digitalhealthces
[8] digital,therapeutics
[7] digital,health
[7] health,ecosystem
[7] ecosystem,ecosystems
[7] ecosystems,koenigsteve
[7] koenigsteve,ces
[7] ces,talking
[7] talking,abt
[7] abt,#ces2020

Top Word Pairs in Tweet in G8:
[19] #digitalhealthces,#dhs2020
[17] booth,#44506
[13] #atthealthcare,booth
[13] #dhs2020,#atthealthcare
[12] digital,health
[12] health,summit
[11] bringing,5g
[11] 5g,healthcare
[11] healthcare,life
[9] #healthcare,industry

Top Word Pairs in Tweet in G9:
[16] #ces2020,#digitalhealthces
[13] audiocardio,sound
[13] sound,therapy
[13] therapy,exhibiting
[13] exhibiting,#ces2020
[13] #digitalhealthces,#healthtech
[12] know,audiocardio
[12] #healthtech,jblefevre60
[12] jblefevre60,sebbourguignon
[12] sebbourguignon,tewoz

Top Word Pairs in Tweet in G10:
[8] #digitalhealthces,#ces2020
[6] health,really
[6] really,big
[6] big,deal
[6] deal,#ces2020
[6] #ces2020,exemplified
[6] exemplified,garyshapiro
[6] garyshapiro,choosing
[6] choosing,healthythinker
[6] healthythinker,book

Top Replied-To
Top Replied-To in Entire Graph:
@evankirstel
@mariamenounos
@katiecouric
@ces
@drabernethyfda
@dougonipcomm
@gregoryfca
@rominapuga
@medwand
@melindarichter

Top Replied-To in G1:
@evankirstel
@bessyn
@jimharris
@audiocardio
@elizabethestes
@katiecouric
@allenburtonmd
@healthythinker

Top Replied-To in G2:
@mariamenounos
@medwand
@melindarichter
@katiecouric
@rominapuga
@drabernethyfda
@ces
@drsandhyapruthi
@evankirstel
@techguy

Top Replied-To in G3:
@evankirstel
@dsgold
@chasedave
@danmunro
@gregoryfca
@ces
@a2ztube
@nodexl
@dhsummit
@medecision

Top Replied-To in G4:
@dougonipcomm
@evankirstel
@danmunro
@jblefevre60
@mariamenounos
@jimharris
@jlabs
@bessyn
@audiocardio
@elizabethestes

Top Replied-To in G10:
@ryanplasch
@kimberlyanngeo
@shereesepubhlth
@irmaraste
@havenhealthcare
@atul_gawande
@techguy

Top Mentioned
Top Mentioned in Entire Graph:
@evirahealth
@irmaraste
@evankirstel
@ces
@jimharris
@dhsummit
@googlehealth
@ilabcam
@neofect
@daniel_kraft

Top Mentioned in G1:
@evirahealth
@irmaraste
@evankirstel
@jimharris
@googlehealth
@ces
@jeffkagan
@ankitgupta_123
@albertogaruccio
@wearablesexpert

Top Mentioned in G2:
@dhsummit
@ces
@evirahealth
@melindarichter
@neofect
@katiecouric
@mayoclinic
@evankirstel
@pamelaspence_ey
@irmaraste

Top Mentioned in G3:
@evirahealth
@irmaraste
@evankirstel
@jimharris
@googlehealth
@ces
@daniel_kraft
@lygeia
@neofect
@humana

Top Mentioned in G4:
@evirahealth
@irmaraste
@evankirstel
@googlehealth
@jimharris
@ces
@zgjr
@dhsummit
@daniel_kraft
@wearablesexpert

Top Mentioned in G5:
@ilabcam
@openbionics
@irmaraste
@evirahealth
@googlehealth

Top Mentioned in G6:
@lenovo
@seeker
@evirahealth
@irmaraste
@ilabcam
@medwand
@googlehealth
@jimharris
@evankirstel
@ces

Top Mentioned in G7:
@eddiemartucci
@koenigsteve
@ces
@erictopol
@vahabzadehmd
@facebook
@ctatech
@bestbuyhealth
@dhsummit
@venetian

Top Mentioned in G8:
@att
@attbusiness
@accendowave
@vertecore
@rodcruz88
@uscellison
@solutionsintent
@dhsummit

Top Mentioned in G9:
@labordeolivier
@ashoknellikar
@audiocardio
@jblefevre60
@sebbourguignon
@tewoz
@ym78200
@ipfconline1
@pierrepinna
@vivekghosal

Top Mentioned in G10:
@garyshapiro
@healthythinker
@ces
@alaskaair
@evankirstel
@evirahealth
@ctatech
@hl7
@rally_health
@katiecouric

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@paoloigna1
@piyuanker12
@s9tmt
@delta
@evankirstel
@_redfrog
@chidambara09
@techl0g

Top Tweeters in G1:
@evankirstel
@billnigh
@mulher_noticia
@cybersec_feeds
@lelkan
@ken_crichlow
@rousseauagnes
@sergimagugliani
@talbain_3rd
@sharerussharing

Top Tweeters in G2:
@piyuanker12
@s9tmt
@soniaerasmus
@walmart
@adunlea
@calcaware
@peterpyke
@nytimes
@abc
@andytoronto

Top Tweeters in G3:
@sectest9
@paoloigna1
@delta
@_redfrog
@techl0g
@richsimmondsza
@genthalf
@trippbraden
@henyacyoko
@cnbc

Top Tweeters in G4:
@akwyz
@nancyrubin
@krishworlds
@caring_mobile
@neli_ngqulana
@starbucks
@tsogtgerelb
@biogirl09
@mtue2551
@saucedbysally

Top Tweeters in G5:
@jornalistavitor
@humbertozamorar
@2601manish
@marcelamomberg
@rldi_lamy
@nikohobby
@sshin6591
@simplemacsmith
@grey_sylph
@gquerci

Top Tweeters in G6:
@nomoreslaves
@parvez1
@acertijo
@albertan48
@lenovo
@gdeems
@yassminelnazer
@seeker
@angel189
@erkanguntore

Top Tweeters in G7:
@releaseteam
@stales
@healtheugene
@lisagualtieri
@frankkumli
@deloitte
@dianamoelter
@erictopol
@michaelreiterpr
@teobocconi

Top Tweeters in G8:
@att
@dez_blanchfield
@kevin_jackson
@knoxkeith
@connectedwmag
@stefihane
@kasiamjohnson
@ator54164346
@c4trends
@attbusiness

Top Tweeters in G9:
@shicooks
@vivekghosal
@sachatb
@jblefevre60
@elcavalos
@fabriziobustama
@sebbourguignon
@ym78200
@chboursin
@kalydeoo

Top Tweeters in G10:
@lalupuslady
@shereesepubhlth
@epatientdave
@techguy
@boltyboy
@portfare
@pjmachado
@ceciletamura
@garyshapiro
@danielkjacobs


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