hipaa, Twitter, 2/11/2023 1:35:47 PM, 289149


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hipaa_2023-02-11_05-26-25.xlsx
hipaa_2023-02-11_05-26-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2023
Short Description:
hipaa via NodeXL https://bit.ly/3YMRFlf
@badtakesbad
@realtuckfrumper
@frankmikedavis1
@maziehirono
@stwohands
@hawleymo
@healthbyjames
@jennaellisesq
@madelaineblue5
@debbie156

Top hashtags:
#hipaa
#sotu2023
#cybersecurity
#healthcare
#infosec
#privacy
#gdpr

Description:
Description
The graph represents a network of 5,449 Twitter users whose recent tweets contained "hipaa", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 13:30 UTC.

The tweets in the network were tweeted over the 1525-day, 5-hour, 9-minute period from Saturday, 08 December 2018 at 19:50 UTC to Saturday, 11 February 2023 at 00:59 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 : 5449
Unique Edges : 3528
Edges With Duplicates : 11742
Total Edges : 15270
Number of Edge Types : 9
Replies to : 2553
MentionsInReplyTo : 5935
Retweet : 2074
MentionsInRetweet : 2915
Tweet : 1028
MentionsInQuote : 54
Mentions : 370
Quote : 241
MentionsInQuoteReply : 100
Self-Loops : 1374
Reciprocated Vertex Pair Ratio : 0.0392684238838085
Reciprocated Edge Ratio : 0.0755693581780538
Connected Components : 819
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 3625
Maximum Edges in a Connected Component : 11926
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.95986
Graph Density : 0.000260323399273843
Modularity : 0.475271
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,449 Twitter users whose recent tweets contained "hipaa", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 13:30 UTC.

The tweets in the network were tweeted over the 1525-day, 5-hour, 9-minute period from Saturday, 08 December 2018 at 19:50 UTC to Saturday, 11 February 2023 at 00:59 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 : TwitterSearch2
Graph Term : hipaa
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:
[30] https://twitter.com/realTuckFrumper/status/1624130596313391104
[20] https://hipaa.jotform.com/222194292601148?referralId=1377
[20] https://www.practicesense.com/emailing-patient-records-and-hipaa-2/
[18] https://www.ama-assn.org/practice-management/hipaa/hipaa-violations-enforcement
[18] https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-emr-serverless-hipaa-hitrust-soc-pci-dss-workloads/
[17] https://www.hhs.gov/hipaa/index.html
[15] https://hipaa.jotform.com/211785585837168
[13] https://twitter.com/realtuckfrumper/status/1624130596313391104
[12] https://www.jdsupra.com/legalnews/2022-hipaa-enforcement-update-ocr-6321403/
[12] https://thehill.com/homenews/state-watch/3852798-hawley-launches-investigation-into-missouri-childrens-hospital-demands-records-of-gender-related-treatments-for-youth/

Top URLs in Tweet in G1:
[28] https://twitter.com/realTuckFrumper/status/1624130596313391104
[16] https://www.ama-assn.org/practice-management/hipaa/hipaa-violations-enforcement
[11] https://twitter.com/realtuckfrumper/status/1624130596313391104
[5] https://www.hhs.gov/hipaa/index.html
[5] https://twitter.com/HawleyMO/status/1623767536545198082
[5] https://twitter.com/hawleymo/status/1623767536545198082
[2] https://health.mo.gov/information/hipaa/
[2] https://www.cdc.gov/phlp/publications/topic/hipaa.html?msclkid=59e54a2bd08311ecbb9c96d53bca1686
[2] https://www.hhs.gov/hipaa/for-professionals/privacy/index.html
[1] https://www.upi.com/Top_News/US/2023/02/10/Josh-Hawley-Missouri-childrens-hospital/2891676054428/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[4] https://www.nbcnews.com/news/us-news/missouri-health-director-tracked-menstrual-periods-planned-parenthood-patients-n1073701
[2] https://twitter.com/FrankMikeDavis1/status/1621542615874158592
[2] https://twitter.com/VABVOX/status/1621786484436094988
[2] http://medicalbillingcertificationprograms.org/recommends/medical-billing-courses-06/
[1] https://twitter.com/Meloniemaher1/status/1621747557822087175/photo/1
[1] https://twitter.com/RepSaraJacobs/status/1618016686644547584/photo/1
[1] https://twitter.com/sailorboygreg/status/1621566381035487235/photo/1
[1] https://twitter.com/GeoRebekah/status/1622638674708922383
[1] https://www.hipaajournal.com/does-hipaa-apply-to-schools/#:~:text=Generally%2C%20HIPAA%20compliance%20does%20not,services%20are%20provided%20to%20students
[1] https://twitter.com/ausetkmt/status/1621980930003947521/photo/1

Top URLs in Tweet in G3:
[9] https://twitter.com/badtakesbad/status/1622980271057272832
[5] https://twitter.com/badtakesbad/status/1621947974766010378
[4] https://www.hhs.gov/hipaa/for-professionals/privacy/laws-regulations/index.html
[4] https://twitter.com/badtakesbad/status/1623829218118234114/photo/1
[4] https://apnews.com/article/fact-check-desantis-florida-sports-female-athletes-160560972802
[4] https://twitter.com/BadHippa/status/1622431376812421120/photo/1
[3] https://twitter.com/badtakesbad/status/1624164699930517540/photo/1
[3] https://twitter.com/badtakesbad/status/1624164699930517540
[3] https://twitter.com/MayoIsSpicyy/status/1622619636578811904
[2] https://rems.ed.gov/docs/2019%20HIPAA%20FERPA%20Joint%20Guidance.pdf

Top URLs in Tweet in G4:
[20] https://www.practicesense.com/emailing-patient-records-and-hipaa-2/
[15] https://hipaa.jotform.com/211785585837168
[13] https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-emr-serverless-hipaa-hitrust-soc-pci-dss-workloads/
[5] https://www.theverge.com/2023/2/2/23582805/ftc-goodrx-complaint-fine-hipaa-health-data-privacy-google-facebook
[4] https://mobisoftinfotech.com/resources/blog/hipaa-compliance-guide-in-2023/
[4] https://www.jdsupra.com/legalnews/2022-hipaa-enforcement-update-ocr-6321403/
[4] https://mypapershredding.com
[4] https://bostonbusinessdirectory.us/shred-medical-files-securely/
[4] https://twitter.com/BenjaminEdokpa1/status/1620806696192073730/photo/1
[4] https://twitter.com/BenjaminEdokpa1/status/1621921102401523712/photo/1

Top URLs in Tweet in G5:
[2] https://www.hhs.gov/sites/default/files/ocr/privacy/hipaa/understanding/special/emergency/final_hipaa_guide_law_enforcement.pdf
[1] https://twitter.com/mattbc/status/1540583151956803585/photo/1
[1] https://twitter.com/mattbc/status/1540583151956803585?s=20&t=XjmklRVJABijorZIHxRieA
[1] https://twitter.com/mattbc/status/1545212082517319680
[1] https://twitter.com/mattbc/status/1545212082517319680/photo/1
[1] https://twitter.com/maziehirono/status/1623762340452700160
[1] https://content.govdelivery.com/attachments/INAG/2023/02/08/file_attachments/2404079/23.2.7%20Letter%20to%20Yelp.pdf

Top URLs in Tweet in G6:
[4] https://www.hhs.gov/hipaa/index.html
[1] https://twitter.com/debbie156/status/1623767329204219904/photo/1
[1] https://twitter.com/maziehirono/status/1623762340452700160
[1] https://twitter.com/nrlc/status/1622837571536429058
[1] https://twitter.com/Gary_Gelormino/status/1621202370519605251
[1] https://twitter.com/realtuckfrumper/status/1624130596313391104
[1] https://www.nationalrighttolifenews.org/2023/02/attorney-general-wilson-tells-pharmacies-abortion-pill-by-mail-unsafe-illegal-use-of-mail-to-take-human-life-reprehensible/
[1] https://twitter.com/nrlc/status/1622837571536429058/photo/1
[1] https://twitter.com/KSlatteryResist/status/1622008481137197056
[1] https://twitter.com/HawleyMO/status/1623767536545198082

Top URLs in Tweet in G7:
[4] https://twitter.com/JennaEllisEsq/status/1623148416787251201
[2] https://twitter.com/i/web/status/1623148416787251201
[1] https://twitter.com/nickcamper/status/1622654812511772679/video/1
[1] https://www.hhs.gov/hipaa/for-individuals/guidance-materials-for-consumers/index.html
[1] https://twitter.com/bisexualcrises/status/1623151585428746240/photo/1
[1] https://twitter.com/JackPosobiec/status/1622810446637170689
[1] https://twitter.com/3hairymutts/status/1623149312258572290/photo/1

Top URLs in Tweet in G8:
[11] http://utmhealthcare.com/news/
[10] http://complexityunraveled.com/
[9] https://www.dbdigest.com/2023/01/data-breaches-digest-week-5-2023.html
[8] https://www.travelers.com/cyber-insurance
[7] https://www.securitymetrics.com/lp/hipaa/hipaa-guide
[5] https://www.bleepingcomputer.com/news/security/webkit-vulnerability-affects-latest-versions-of-apple-safari/
[5] https://arstechnica.com/information-technology/2019/09/webkit-zeroday-exploit-besieges-mac-and-ios-users-with-malvertising-redirects/
[4] https://helpmewithhipaa.com/vendors-in-your-breaches-ep-391/?utm_campaign=vendors-in-your-breaches-ep-391&utm_medium=social_link&utm_source=missinglettr-twitter
[4] https://teachprivacy.com/webinar-hipaa-and-health-privacy-new-developments/
[3] https://healthcare.agio.com/payors/

Top URLs in Tweet in G9:
[2] https://www.healthitanswers.net/cybersecurity-considerations-for-patient-provider-messaging-platforms/
[2] https://1sthcc.com/infographic-hipaa-health-apps-securing-phi/
[2] https://twitter.com/PChristobal/status/1624138011549044745/photo/1
[1] https://twitter.com/visionaire187/status/1621916562838982657
[1] https://twitter.com/visionaire187/status/1621917507455008768
[1] https://twitter.com/visionaire187/status/1621917507455008768/video/1
[1] https://twitter.com/visionaire187/status/1621916562838982657/video/1
[1] https://www.healthitanswers.net/upcoming-virtual-health-it-events-for-providers/
[1] https://twitter.com/healthitanswers/status/1624074875898892288/photo/1
[1] https://www.amazon.com/stores/Julie-Sheppard/author/B07PXHWQ3Z?ref=ap_rdr&store_ref=ap_rdr&isDramIntegrated=true&shoppingPortalEnabled=true

Top URLs in Tweet in G10:
[5] https://twitter.com/healthbyjames/status/1621891354937724930
[2] https://twitter.com/healthbyjames/status/1621963981886726145
[1] https://twitter.com/healthbyjames/status/1614731132012056577/video/1
[1] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[1] https://twitter.com/healthbyjames/status/1621891354937724930/video/1
[1] https://twitter.com/healthbyjames/status/1621963981886726145/video/1
[1] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing-0ec
[1] https://twitter.com/healthbyjames/status/1622349021300891648/photo/1
[1] https://twitter.com/Bergermiste/status/1624196564641095680/photo/1
[1] https://twitter.com/realTuckFrumper/status/1624130596313391104

Top Domains
Top Domains in Tweet in Entire Graph:
[867] twitter.com
[65] hhs.gov
[56] jdsupra.com
[51] jotform.com
[28] hipaajournal.com
[24] amazon.com
[20] practicesense.com
[19] helpmewithhipaa.com
[18] ama-assn.org
[17] teachprivacy.com

Top Domains in Tweet in G1:
[63] twitter.com
[16] ama-assn.org
[8] hhs.gov
[3] mo.gov
[3] miamiherald.com
[2] thehill.com
[2] cdc.gov
[1] upi.com
[1] alternet.org
[1] senate.gov

Top Domains in Tweet in G2:
[16] twitter.com
[4] nbcnews.com
[2] medicalbillingcertificationprograms.org
[1] hipaajournal.com

Top Domains in Tweet in G3:
[104] twitter.com
[23] hhs.gov
[5] apnews.com
[3] ed.gov
[3] time.com
[2] cms.gov
[2] courtlistener.com
[2] substack.com
[2] goodbill.com
[2] outsports.com

Top Domains in Tweet in G4:
[166] twitter.com
[24] jotform.com
[20] practicesense.com
[18] amazon.com
[13] jdsupra.com
[10] healthitsecurity.com
[7] innosoul.com
[5] beckershospitalreview.com
[5] theverge.com
[4] hipaatrek.com

Top Domains in Tweet in G5:
[5] twitter.com
[2] hhs.gov
[1] govdelivery.com

Top Domains in Tweet in G6:
[8] twitter.com
[4] hhs.gov
[1] nationalrighttolifenews.org
[1] thecut.com

Top Domains in Tweet in G7:
[10] twitter.com
[1] hhs.gov

Top Domains in Tweet in G8:
[70] twitter.com
[24] hipaajournal.com
[19] helpmewithhipaa.com
[17] teachprivacy.com
[12] dbdigest.com
[11] utmhealthcare.com
[10] complexityunraveled.com
[9] securitymetrics.com
[8] travelers.com
[6] baisecurity.net

Top Domains in Tweet in G9:
[12] twitter.com
[3] healthitanswers.net
[3] 1sthcc.com
[2] cms.gov
[1] amazon.com
[1] gotowebinar.com
[1] apnews.com
[1] foxnews.com

Top Domains in Tweet in G10:
[20] twitter.com
[2] substack.com
[2] hhs.gov
[1] cdc.gov
[1] justice.gov
[1] ed.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[411] hipaa
[122] sotu2023
[96] cybersecurity
[94] healthcare
[46] infosec
[41] privacy
[31] gdpr
[31] compliance
[29] databreach
[24] health



Top Hashtags in Tweet in G1:
[10] hipaa
[2] republicansaretheproblem
[1] gophypocrisy
[1] gopliars
[1] usa
[1] protectlgbtqia
[1] emptyg
[1] garland
[1] donotcomply
[1] lies

Top Hashtags in Tweet in G2:
[2] hipaa
[1] rondesantis
[1] fascist
[1] nazis
[1] 40yearsofpublichealth

Top Hashtags in Tweet in G3:
[9] hipaa
[1] florida
[1] menstrual
[1] hitler
[1] freedumbfl
[1] athleticassociation
[1] flapol
[1] gopbetrayedamerica
[1] gopliesabouteverything
[1] keepgovernmentsmall

Top Hashtags in Tweet in G4:
[99] hipaa
[26] healthcare
[25] cybersecurity
[15] themoveimo
[15] nowhiring
[12] compliance
[8] infosec
[8] shredder
[7] lifeinsuranceagent
[7] whatsyourcomp

Top Hashtags in Tweet in G5:
[34] hipaa

Top Hashtags in Tweet in G6:
[13] handsoffourhealthcare
[13] mindyourowndamnbusiness
[1] resistancewomen
[1] resistanceunited
[1] onev1
[1] desantisisafascist
[1] florida
[1] free
[1] hipaa
[1] fetuscult

Top Hashtags in Tweet in G7:
[120] sotu2023
[1] covidfart

Top Hashtags in Tweet in G8:
[149] hipaa
[59] cybersecurity
[50] healthcare
[35] infosec
[28] databreach
[22] cyberattacks
[22] ransomware
[22] gdpr
[18] privacy
[17] phishing

Top Hashtags in Tweet in G9:
[17] hipaa
[7] healthcare
[5] compliance
[4] cybersecurity
[4] adminsimp
[3] infographic
[3] phi
[3] healthapps
[3] riskmitigation
[2] patientprivacy

Top Hashtags in Tweet in G10:
[1] hipaa

Top Words
Top Words in Tweet in Entire Graph:
[4264] hipaa
[1176] laws
[934] privacy
[750] violation
[735] health
[620] menstrual
[611] medical
[568] state
[554] desantis
[521] federal

Top Words in Tweet in G1:
[663] hipaa
[461] realtuckfrumper
[186] hawleymo
[126] laws
[116] medical
[113] records
[93] violation
[88] reason
[66] hawley
[66] josh

Top Words in Tweet in G2:
[780] laws
[566] hipaa
[448] frankmikedavis1
[421] privacy
[403] menstrual
[395] desantis
[393] state
[390] federal
[387] obtain
[385] legally

Top Words in Tweet in G3:
[577] hipaa
[123] violation
[104] information
[103] hippa
[91] health
[81] medical
[81] schools
[72] school
[71] privacy
[67] law

Top Words in Tweet in G4:
[460] hipaa
[100] #hipaa
[76] health
[72] data
[65] compliance
[61] compliant
[53] information
[50] patient
[49] healthcare
[49] medical

Top Words in Tweet in G5:
[179] health
[174] safer
[173] act
[173] maziehirono
[170] hipaa
[165] expand
[141] women
[140] protect
[139] strengthen
[139] proud

Top Words in Tweet in G6:
[254] women
[134] protect
[123] privacy
[120] hirono
[120] standing
[120] bill
[120] hawaii
[120] introduced
[120] great
[120] senator

Top Words in Tweet in G7:
[157] hipaa
[153] jennaellisesq
[132] violation
[121] diabetes
[121] many
[121] biden
[120] #sotu2023
[120] members
[120] congress
[9] works

Top Words in Tweet in G8:
[149] #hipaa
[100] hipaa
[59] #cybersecurity
[54] more
[50] #healthcare
[41] data
[35] #infosec
[33] security
[31] health
[31] healthcare

Top Words in Tweet in G9:
[51] hipaa
[17] #hipaa
[14] howleyreporter
[9] cdcgov
[8] stkirsch
[7] potus
[7] companies
[7] violation
[7] hippa
[7] #healthcare

Top Words in Tweet in G10:
[102] hipaa
[72] healthbyjames
[25] violation
[15] bergermiste
[15] happened
[13] health
[12] hippa
[11] laws
[10] know
[10] information

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[526] hipaa,violation
[429] privacy,laws
[422] hipaa,federal
[403] frankmikedavis1,hipaa
[400] state,laws
[395] federal,privacy
[395] supersede,state
[395] laws,desantis
[394] legally,obtain
[394] woman's,menstrual

Top Word Pairs in Tweet in G1:
[118] realtuckfrumper,hipaa
[93] hipaa,laws
[85] medical,records
[60] hipaa,violation
[47] realtuckfrumper,nicwolf60
[46] periwinklerose3,realtuckfrumper
[43] nicwolf60,hipaa
[42] reason,access
[42] reason,legal
[42] anyone,patient

Top Word Pairs in Tweet in G2:
[394] frankmikedavis1,hipaa
[387] privacy,laws
[385] federal,privacy
[384] desantis,legally
[384] supersede,state
[384] state,laws
[384] laws,supersede
[384] hipaa,federal
[384] laws,desantis
[384] woman's,menstrual

Top Word Pairs in Tweet in G3:
[60] hipaa,violation
[26] hipaa,apply
[25] under,hipaa
[25] hipaa,laws
[24] health,information
[23] hipaa,doesn
[23] govrondesantis,miamiherald
[21] covered,entity
[20] doesn,apply
[20] hipaa,schools

Top Word Pairs in Tweet in G4:
[51] hipaa,compliant
[32] act,hipaa
[27] accountability,act
[25] hipaa,violation
[25] hipaa,compliance
[21] amazon,emr
[21] patient,records
[20] emailing,patient
[20] records,hipaa
[20] pci,dss

Top Word Pairs in Tweet in G5:
[173] safer,health
[173] health,act
[165] expand,hipaa
[139] strengthen,expand
[139] introduce,safer
[139] legislation,strengthen
[139] hipaa,protect
[139] protect,women
[139] proud,introduce
[139] act,legislation

Top Word Pairs in Tweet in G6:
[120] great,example
[120] hawaii,introduced
[120] protect,privacy
[120] women,standing
[120] senator,hirono
[120] hirono,hawaii
[120] introduced,bill
[120] example,women
[120] bill,protect
[120] standing,women

Top Word Pairs in Tweet in G7:
[131] hipaa,violation
[120] diabetes,hipaa
[120] members,congress
[120] violation,#sotu2023
[120] biden,many
[120] congress,diabetes
[120] many,members
[119] jennaellisesq,biden
[6] hipaa,works
[5] cowshannon,jennaellisesq

Top Word Pairs in Tweet in G8:
[20] #hipaa,#infosec
[18] learn,more
[16] highbrow_nobrow,tb_times
[15] patient,monitoring
[15] remote,patient
[14] read,more
[13] data,breaches
[13] #phishing,#ransomware
[12] #databreachesdigest,#dataprivacy
[12] #databreach,#databreaches

Top Word Pairs in Tweet in G9:
[7] howleyreporter,debramilam6
[6] hipaa,violation
[5] hipaa,laws
[5] violate,hipaa
[5] debramilam6,hipaa
[5] captk1776,howleyreporter
[4] lay,government
[4] medical,personnel
[4] iancopeland5,stkirsch
[4] personnel,insurance

Top Word Pairs in Tweet in G10:
[20] healthbyjames,hipaa
[13] happened,hipaa
[13] hipaa,violation
[10] bergermiste,hipaa
[9] side,support
[9] support,hipaa
[9] hipaa,established
[9] established,reason
[9] regardless,side
[8] hipaa,laws

Top Replied-To
Top Replied-To in Entire Graph:
@realtuckfrumper
@hawleymo
@healthbyjames
@vabvox
@badtakesbad
@stwohands
@jennaellisesq
@frankmikedavis1
@mayoisspicyy
@dwuhlfelderlaw

Top Replied-To in G1:
@realtuckfrumper
@hawleymo
@thehill
@jusancgal46
@georgiejay1
@emanboet
@katiephang
@badtakesbad
@kneerecon

Top Replied-To in G2:
@vabvox
@frankmikedavis1
@gary_gelormino
@stwohands
@braddroflit
@a_standal
@kschleiffer
@smudgiesmom
@realtuckfrumper
@hibiscuspizza

Top Replied-To in G3:
@mayoisspicyy
@badtakesbad
@georebekah
@stwohands
@badhippa
@arthurzork
@taintedsaint2
@piper4missouri
@madelaineblue5
@ltgrusselhonore

Top Replied-To in G5:
@potus
@agtoddrokita
@maziehirono
@senfeinstein

Top Replied-To in G6:
@kslatteryresist
@jessicavalenti
@spunkygaga
@pnewman51
@govrondesantis
@luckyshamrock81
@idahobaab
@eileenvan55

Top Replied-To in G7:
@jennaellisesq
@jackposobiec
@pr0truth
@stevebermrl
@cowshannon
@chrismakin876
@strobist
@jamesj135159
@cantimallergic
@badhippa

Top Replied-To in G8:
@teo_flaco
@highbrow_nobrow
@aliasvaughn
@swedishhoosier
@tpcarney
@bone00afide
@mikesington
@essenviews
@aliciaresnicoff
@louisa_oeffling

Top Replied-To in G9:
@howleyreporter
@healthbyjames
@captk1776
@stkirsch
@powerrobmusic
@nytruthbot
@dmr09
@joelle_trieste
@karadimos
@reneeirani

Top Replied-To in G10:
@healthbyjames
@bergermiste
@thefilkil
@twinsistwingmas
@trumpbangskids
@ippachyn
@realjacksprat
@gop
@leaningnot
@tbone_1776

Top Mentioned
Top Mentioned in Entire Graph:
@frankmikedavis1
@maziehirono
@realtuckfrumper
@hawleymo
@jennaellisesq
@debbie156
@gary_gelormino
@getwisdomdude
@healthbyjames
@dwuhlfelderlaw

Top Mentioned in G1:
@realtuckfrumper
@hawleymo
@nicwolf60
@periwinklerose3
@billbra66654492
@diamondstar62
@lanamwiggins1
@rhonda_harbison
@sophifrost

Top Mentioned in G2:
@frankmikedavis1
@gary_gelormino
@vabvox
@repannaeshoo
@repsarajacobs
@sailorboygreg
@mr_foghorn
@meloniemaher1
@24baseballreed
@amysandsand

Top Mentioned in G3:
@mayoisspicyy
@govrondesantis
@miamiherald
@gary_gelormino
@cmclymer
@georebekah
@jessicavalenti
@ltgrusselhonore
@hawleymo
@realtuckfrumper

Top Mentioned in G4:
@kemblw
@hildegardsmall9
@binarytat
@oceancitydental
@beryljastrow
@siriususo
@csc_community1
@silentn1223

Top Mentioned in G5:
@maziehirono
@mattbc
@senfeinstein
@pc_matt_
@agtoddrokita
@secbecerra
@hhsgov
@frankmikedavis1
@dataprogress

Top Mentioned in G6:
@debbie156
@kslatteryresist
@drkatraphael
@maziehirono
@jessicavalenti
@stopgopfox
@pnewman51
@roymitchell
@eileenvan55
@gary_gelormino

Top Mentioned in G7:
@jennaellisesq
@cowshannon
@jackposobiec
@ironc4stle
@jenniferbisop
@cantimallergic

Top Mentioned in G8:
@tb_times
@danielsolove
@technative
@db_digest
@highbrow_nobrow
@satoricyber
@scmagazine
@qumulo
@rtehrani
@travelers

Top Mentioned in G9:
@howleyreporter
@cdcgov
@debramilam6
@joebiden
@stkirsch
@potus
@cmsgov
@sarahhuckabee
@usasoccerlfg
@iancopeland5

Top Mentioned in G10:
@healthbyjames
@assetsdaily
@bergermiste
@doralorchids
@realjacksprat
@peregrinepfp
@jamjks
@egsunset91
@thefilkil
@freedom620all

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@tomthunkitsmind
@missb62
@sectest9
@uber_support
@teamyoutube
@chidambara09
@cybersecurityn8
@joni_looking
@kat4obama

Top Tweeters in G1:
@thehill
@foggybottomgal
@sexygirl798
@rhonda_harbison
@joanpennnative
@mcnejames
@realtuckfrumper
@upchuck66
@lf092313
@pghdrew

Top Tweeters in G2:
@setthemasthead
@lehimesa
@adekleine
@windmillcharger
@24baseballreed
@breakingnewzman
@whirledcitizen_
@ajgma
@asmith702
@eschertology

Top Tweeters in G3:
@uber_support
@frackhazreveal
@doodlestrks
@arcticfox_am_i
@myradsirois1
@surfcityphoto
@susankbradford
@lorac328
@americanwoman8
@joncoopertweets

Top Tweeters in G4:
@netsecu
@silentn1223
@newsfrombw
@pythonexpertbot
@vinivinidogo
@eprnetwork
@ihirejobalerts
@warriors_mom
@karenzbotz
@legalanalysis

Top Tweeters in G5:
@amyayers16
@jamestoupin
@cnbsnana
@manchuriandevil
@briangrnotabot
@trumpgot2go
@all100senators
@wtf_imtooold
@drmaggiesa
@alasscanisback

Top Tweeters in G6:
@trumpwatchnews
@snarky_op
@rodneyclaeys
@arriadna
@1feralkat
@locou9
@barbcast60
@redhed67
@dontpanic1955
@itsweezie

Top Tweeters in G7:
@housecracka
@jjdj1187
@marcoranieri72
@kathyfisher10
@jlg1956
@drag0nmaster17
@randybrewer1955
@user239956
@kandieg19652000
@leoduar31

Top Tweeters in G8:
@sectest9
@chidambara09
@cybersecurityn8
@vonrosenchild
@theresamax
@andrewmorrisuk
@fintechna
@persistentpengn
@caring_mobile
@hubbucket

Top Tweeters in G9:
@hannahblue3
@debramilam6
@jojofromjerz
@dmr09
@realrkwest
@wacvetbklyn
@healthitanswers
@pfoeller
@saunders_eric
@reneeirani

Top Tweeters in G10:
@cornbreadwisdom
@doralorchids
@thesinglewing
@delahay14534
@gone2300
@kgobisid
@trumpbangskids
@docdeezwhat
@madonna33572728
@mcdebida


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