Health Data Privacy, Twitter, 2/7/2022 12:41:42 PM, 271495


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Health Data Privacy Twitter NodeXL SNA Map and Report for Monday, 07 February 2022 at 09:55 UTC
Health Data Privacy Twitter NodeXL SNA Map and Report for Monday, 07 February 2022 at 09:55 UTC
From:
simeonv
Uploaded on:
February 07, 2022
Short Description:
Health Data Privacy via NodeXL https://bit.ly/3B1mbgm
@caseymross
@cybersec_feeds
@toymango
@davidjoberly
@statnews
@helenbranswell
@theprobeindia
@sectest9
@cybersecurityn8
@riskigy

Top hashtags:
#privacy
#data
#health
#cdnpoli
#healthcare
#ai
#ehealth

Description:
Description
The graph represents a network of 720 Twitter users whose recent tweets contained "Health Data Privacy", 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 Monday, 07 February 2022 at 09:59 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 51-minute period from Sunday, 30 January 2022 at 02:23 UTC to Monday, 07 February 2022 at 08:15 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 Grid layout algorithm.


Overall Graph Metrics
Vertices : 720
Unique Edges : 892
Edges With Duplicates : 134
Total Edges : 1026
Number of Edge Types : 5
Tweet : 214
Retweet : 344
MentionsInRetweet : 290
Mentions : 138
Replies to : 40
Self-Loops : 224
Reciprocated Vertex Pair Ratio : 0.0216216216216216
Reciprocated Edge Ratio : 0.0423280423280423
Connected Components : 247
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 62
Maximum Edges in a Connected Component : 128
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.121923
Graph Density : 0.00146036161335188
Modularity : 0.772531
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271494
Data Import : The graph represents a network of 720 Twitter users whose recent tweets contained "Health Data Privacy", 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 Monday, 07 February 2022 at 09:59 UTC.

The tweets in the network were tweeted over the 8-day, 5-hour, 51-minute period from Sunday, 30 January 2022 at 02:23 UTC to Monday, 07 February 2022 at 08:15 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 Grid layout algorithm.
Graph Source : TwitterSearch
Graph Term : Health Data Privacy
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[66] https://www.theverge.com/2022/1/31/22906979/crisis-text-line-loris-ai-epic-privacy-mental-health
[55] https://www.statnews.com/2022/02/01/ibm-watson-health-marketscan-data/
[30] https://www.blacklocks.ca/say-feds-outsourced-privacy/
[19] https://www.politico.com/news/2022/01/28/suicide-hotline-silicon-valley-privacy-debates-00002617
[17] https://twinybots.ch/
[16] https://www.raconteur.net/technology/data-analytics/data-privacy-and-the-future-of-healthcare/?utm_source=ActiveCampaign&utm_medium=email&utm_content=How+I+became+a+futurologist&utm_campaign=Daily-newsletter-weds-2-feb-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[16] https://www.politico.com/news/2022/01/31/crisis-text-line-ends-data-sharing-00004001
[15] https://www.theverge.com/2022/1/31/22906979/crisis-text-line-loris-ai-epic-privacy-mental-health?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.crisistextline.org/blog/2022/01/28/on-mental-health-data-and-why-your-privacy-matters/
[13] https://www.theverge.com/2022/1/31/22906979/crisis-text-line-loris-ai-epic-privacy-mental-health?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G1:
[27] https://www.theverge.com/2022/1/31/22906979/crisis-text-line-loris-ai-epic-privacy-mental-health
[14] https://www.theverge.com/2022/1/31/22906979/crisis-text-line-loris-ai-epic-privacy-mental-health?utm_source=dlvr.it&utm_medium=twitter
[10] https://twinybots.ch/
[9] https://www.raconteur.net/technology/data-analytics/data-privacy-and-the-future-of-healthcare/?utm_source=ActiveCampaign&utm_medium=email&utm_content=How+I+became+a+futurologist&utm_campaign=Daily-newsletter-weds-2-feb-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[3] https://www.politico.com/news/2022/01/28/suicide-hotline-silicon-valley-privacy-debates-00002617
[3] https://www.techmeme.com/220201/p21
[2] https://cybernews.com/privacy/smart-clothing-should-you-be-worried-about-your-privacy/?utm_source=facebook&utm_medium=social&utm_campaign=cybernews&utm_content=post&fbclid=IwAR2pLfr-JRpSTSLVX5IL0yCzeqBnW5F_C9dHRmQugIcmqap72YU-KxZUoQo
[2] https://www.techmeme.com/220201/p21?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.statnews.com/2022/02/01/ibm-watson-health-marketscan-data/
[2] https://www.bbc.com/news/technology-60218894

Top URLs in Tweet in G2:
[53] https://www.statnews.com/2022/02/01/ibm-watson-health-marketscan-data/
[7] https://www.statnews.com/2022/02/01/marketscan-ibm-watson-ernie-ludy/
[1] http://www.wbur.org/hereandnow/2022/02/02/health-data-privacy-concerns
[1] https://www.insideprivacy.com/health-privacy/ftc-releases-new-health-breach-notification-rule-guidance-targets-health-apps-and-connected-devices/
[1] https://www.ft.com/content/8ac18a30-7554-41b2-bc28-cca2e37965ee
[1] https://twitter.com/meggophone/status/1488564815857598467

Top URLs in Tweet in G3:
[30] https://www.blacklocks.ca/say-feds-outsourced-privacy/
[1] https://app.wellnesstogether.ca/content/legal/privacy/en-ca/patient/
[1] https://twitter.com/GovCanHealth/status/1488965514890252296

Top URLs in Tweet in G5:
[11] https://theprobe.in/massive-public-health-data-leak-puts-personal-data-of-scores-of-citizens-at-risk-the-probe-investigation/
[7] https://diginomica.com/data-privacy-day-how-lifebit-unlocks-world-health-data-while-keeping-it-secure
[3] https://www.jdsupra.com/legalnews/privacy-data-security-workplace-6466197/

Top URLs in Tweet in G6:
[6] https://www.raconteur.net/technology/data-analytics/data-privacy-and-the-future-of-healthcare/?utm_source=ActiveCampaign&utm_medium=email&utm_content=How+I+became+a+futurologist&utm_campaign=Daily-newsletter-weds-2-feb-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D
[3] https://oig.hhs.gov/reports-and-publications/featured-topics/cybersecurity/
[1] https://www.fiercehealthcare.com/tech/hackers-hit-broward-health-network-potentially-exposing-medical-data-1-3m-patients-staff

Top URLs in Tweet in G7:
[11] https://revealnews.org/article/did-you-share-personal-information-with-a-crisis-pregnancy-center-tell-us-what-happened-next/?utm_source=reveal-twitter&utm_medium=social&utm_campaign=callout
[7] https://revealnews.org/article/did-you-share-personal-information-with-a-crisis-pregnancy-center-tell-us-what-happened-next/

Top URLs in Tweet in G8:
[6] https://www.politico.com/news/2022/01/31/crisis-text-line-ends-data-sharing-00004001
[1] https://www.nytimes.com/2019/07/23/health/data-privacy-protection.html
[1] https://www.politico.com/news/2022/01/28/suicide-hotline-silicon-valley-privacy-debates-00002617

Top URLs in Tweet in G9:
[9] https://www.buzzfeednews.com/article/nicolefallert/abortion-bans-crisis-pregnancy-centers

Top Domains
Top Domains in Tweet in Entire Graph:
[95] theverge.com
[62] statnews.com
[36] politico.com
[30] twitter.com
[30] blacklocks.ca
[18] revealnews.org
[17] raconteur.net
[17] twinybots.ch
[15] crisistextline.org
[14] buzzfeednews.com

Top Domains in Tweet in G1:
[43] theverge.com
[10] twitter.com
[10] twinybots.ch
[10] raconteur.net
[5] techmeme.com
[4] politico.com
[3] cybernews.com
[3] tradepub.com
[2] loris.ai
[2] statnews.com

Top Domains in Tweet in G2:
[60] statnews.com
[1] wbur.org
[1] insideprivacy.com
[1] ft.com
[1] twitter.com

Top Domains in Tweet in G3:
[30] blacklocks.ca
[1] wellnesstogether.ca
[1] twitter.com

Top Domains in Tweet in G5:
[11] theprobe.in
[7] diginomica.com
[3] jdsupra.com

Top Domains in Tweet in G6:
[6] raconteur.net
[3] hhs.gov
[1] fiercehealthcare.com

Top Domains in Tweet in G7:
[18] revealnews.org

Top Domains in Tweet in G8:
[7] politico.com
[1] nytimes.com

Top Domains in Tweet in G9:
[9] buzzfeednews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[129] privacy
[69] data
[54] health
[33] cdnpoli
[29] healthcare
[27] ai
[26] ehealth
[24] cybersecurity
[24] gdpr
[22] digital



Top Hashtags in Tweet in G1:
[23] privacy
[22] health
[14] data
[12] healthcare
[9] ico
[5] ai
[4] technews
[3] technology
[3] ethicalai
[3] biosurveillance

Top Hashtags in Tweet in G2:
[20] privacy
[7] tech
[7] digital
[7] data
[2] healthcare
[2] consent
[1] marketscan
[1] healthdata

Top Hashtags in Tweet in G3:
[33] cdnpoli
[30] privacy

Top Hashtags in Tweet in G5:
[19] privacy
[15] dataprotection
[15] gdpr
[11] covid
[11] covid_19
[11] covid19
[11] databreaches
[11] publichealth
[11] cybercrime
[11] s3waas

Top Hashtags in Tweet in G6:
[11] cybersecurity
[6] health
[6] covid19
[6] ehealth
[6] insurtech
[5] privacy
[3] infosec
[3] dataprivacyweek
[3] ai
[2] security

Top Hashtags in Tweet in G9:
[9] crisispregnancycenters
[9] pa01

Top Words
Top Words in Tweet in Entire Graph:
[682] data
[545] health
[394] privacy
[148] crisis
[134] #privacy
[127] text
[121] line
[120] sharing
[99] mental
[94] ai

Top Words in Tweet in G1:
[146] data
[84] health
[73] privacy
[54] crisis
[54] line
[53] text
[49] ai
[44] conversation
[31] sharing
[25] company

Top Words in Tweet in G2:
[112] health
[63] data
[53] caseymross
[51] privacy
[42] marketscan
[41] decades
[40] americans
[36] raising
[35] started
[35] tool

Top Words in Tweet in G3:
[34] health
[33] data
[33] #cdnpoli
[31] govcanhealth
[30] minister
[30] #privacy
[30] protection
[30] absolute
[30] priority
[30] federal

Top Words in Tweet in G4:
[66] data
[33] national
[33] tele
[33] mental
[33] health
[33] program
[33] 23
[33] centres
[33] excellence
[33] led

Top Words in Tweet in G5:
[33] data
[22] health
[19] #privacy
[15] #dataprotection
[15] #gdpr
[14] personal
[14] risk
[11] privacy
[11] massive
[11] public

Top Words in Tweet in G6:
[15] data
[12] #cybersecurity
[8] privacy
[8] #ai
[6] health
[6] #privacy
[6] security
[6] #health
[6] vs
[6] #covid19

Top Words in Tweet in G7:
[36] health
[18] anti
[18] abortion
[18] crisis
[18] pregnancy
[18] centers
[18] play
[18] data
[18] privacy
[18] rules

Top Words in Tweet in G8:
[8] politico
[7] mental
[7] health
[7] data
[6] nonprofit
[6] hotline
[6] crisis
[6] text
[6] line
[6] ended

Top Words in Tweet in G9:
[9] alliance
[9] #crisispregnancycenters
[9] intrude
[9] patients
[9] privacy
[9] deliberately
[9] gathering
[9] data
[9] reproductive
[9] medical

Top Words in Tweet in G10:
[30] world
[30] bank
[20] group
[10] happy
[10] data
[10] privacy
[10] 2022
[10] lol
[10] celebrate
[10] held

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[158] data,privacy
[134] health,data
[118] text,line
[117] crisis,text
[96] mental,health
[80] conversation,data
[56] privacy,concerns
[51] ai,company
[49] sharing,conversation
[44] line,stops

Top Word Pairs in Tweet in G1:
[52] crisis,text
[51] text,line
[44] conversation,data
[32] data,privacy
[22] anonymized,conversation
[22] line,stops
[22] stops,sharing
[22] sharing,conversation
[22] data,ai
[22] ai,company

Top Word Pairs in Tweet in G2:
[46] health,data
[35] started,tool
[35] tool,help
[35] help,companies
[35] companies,negotiate
[35] negotiate,better
[35] better,deals
[35] deals,employee
[35] employee,health
[35] health,insurance

Top Word Pairs in Tweet in G3:
[30] health,minister
[30] minister,#privacy
[30] #privacy,protection
[30] protection,absolute
[30] absolute,priority
[30] priority,federal
[30] federal,data
[30] data,scoop
[30] scoop,cellphone
[30] cellphone,users

Top Word Pairs in Tweet in G4:
[33] national,tele
[33] tele,mental
[33] mental,health
[33] health,program
[33] program,23
[33] 23,centres
[33] centres,excellence
[33] excellence,led
[33] led,nimhans
[33] nimhans,tech

Top Word Pairs in Tweet in G5:
[22] health,data
[11] massive,public
[11] public,health
[11] data,leak
[11] leak,personal
[11] personal,data
[11] data,scores
[11] scores,citizens
[11] citizens,risk
[11] risk,probe

Top Word Pairs in Tweet in G6:
[8] data,privacy
[6] #health,data
[6] data,vs
[6] vs,#covid19
[6] #covid19,raconteur
[6] raconteur,enricomolinari
[6] enricomolinari,#ehealth
[6] #ehealth,#insurtech
[6] #insurtech,#cybersecurity
[6] #cybersecurity,#ai

Top Word Pairs in Tweet in G7:
[18] anti,abortion
[18] abortion,crisis
[18] crisis,pregnancy
[18] pregnancy,centers
[18] centers,play
[18] play,data
[18] data,privacy
[18] privacy,rules
[18] rules,regular
[18] regular,health

Top Word Pairs in Tweet in G8:
[7] mental,health
[6] nonprofit,mental
[6] health,hotline
[6] hotline,crisis
[6] crisis,text
[6] text,line
[6] line,ended
[6] ended,data
[6] data,sharing
[6] sharing,relationship

Top Word Pairs in Tweet in G9:
[9] alliance,#crisispregnancycenters
[9] #crisispregnancycenters,intrude
[9] intrude,patients
[9] patients,privacy
[9] privacy,deliberately
[9] deliberately,gathering
[9] gathering,data
[9] data,reproductive
[9] reproductive,medical
[9] medical,sexual

Top Word Pairs in Tweet in G10:
[30] world,bank
[20] bank,group
[10] happy,world
[10] group,data
[10] data,privacy
[10] privacy,2022
[10] 2022,lol
[10] lol,celebrate
[10] celebrate,world
[10] bank,held

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@caseymross
@lisahepfner
@matthewgreenndp
@govcanhealth
@betamoroney
@enilev
@richardeudes
@repbrianfitz
@statnews
@politico

Top Mentioned in G2:
@caseymross
@statnews
@hereandnow
@nationalpost

Top Mentioned in G3:
@lisahepfner
@matthewgreenndp
@govcanhealth

Top Mentioned in G5:
@davidjoberly

Top Mentioned in G6:
@raconteur
@enricomolinari
@nicolas2pinto
@albertoemachado
@tobiaskintzel
@theadityapatro
@dmgerbino
@smaksked
@olivpetit
@smugnier

Top Mentioned in G8:
@politico
@slinksterchic

Top Mentioned in G9:
@repbrianfitz

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@cybersec_feeds
@chidambara09
@cybersecurityn8
@morolswediu
@schestowitz
@nonvitaltooth
@coderretweet
@fabriciosx

Top Tweeters in G1:
@knewz_currently
@schestowitz
@nonvitaltooth
@shehzadyounis
@jamesvgingerich
@toyertoys
@vanuatutech
@newsitech
@karenzbotz
@neuropuff

Top Tweeters in G2:
@joanpennnative
@nationalpost
@syawal
@kuriharan
@reneeb_75
@desireeseattle
@other95
@concandycorn
@ssimms777
@mosestamakloe

Top Tweeters in G3:
@rexglacer
@barbara61353150
@expatjake
@moleskidorothy
@77bluejays
@dhwbhfjd
@ivaninloretto
@chef_shar
@chrisjsmith14
@matthewgreenndp

Top Tweeters in G4:
@appadappajappa
@ruchiangrish
@randomwhiz
@scholeslegacy18
@subtle_story
@psychedamygdala
@bytesofnews
@drrebellious
@_dforce
@toymango

Top Tweeters in G5:
@sectest9
@cybersecurityn8
@dataaugmented
@angryyoungman55
@k_cybersecwrld
@globalhealthbot
@realsalesadvice
@duckduckgo
@vasundhar
@a1shortysmg

Top Tweeters in G6:
@cybersec_feeds
@albertoemachado
@enricomolinari
@smugnier
@olivpetit
@smaksked
@evasmartai
@theadityapatro
@raconteur
@bimedotcom

Top Tweeters in G7:
@thatvdovault
@drjudystone
@gayswordfight
@stinsontimothy
@bmardis1950
@akmazian
@cubehaver
@jmannies
@lmduarte16
@kaepetrin

Top Tweeters in G8:
@politico
@techmemechatter
@nickidewbear
@sree
@anitakumar01
@gtak
@stacypalmer
@nomad_randy
@slinksterchic
@mistiyang

Top Tweeters in G9:
@carmosteph
@jgcocanada
@001maxlogic
@bonnierawson4
@jennystephens52
@maude_hatter
@shadh15551067
@cmychalejko
@repbrianfitz
@pinklady841

Top Tweeters in G10:
@lammertalbertus
@gregmendozave
@conscious_bkr
@bglthmnd
@f1z1l
@patricialehle
@hkolehmainen
@lynnowe53622654
@orwells_ghost_
@ali_bmls


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