healthcare, Twitter, 2/6/2023 6:12:36 AM, 288692


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healthcare_2023-02-05_22-00-00.xlsx
healthcare_2023-02-05_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 06, 2023
Short Description:
healthcare via NodeXL https://bit.ly/3HDtOgQ
@wyonaf
@michell87463246
@patriottakes
@atheistspinster
@ginger38866874
@davenewworld_2
@potus
@ojeda4america
@repthomasmassie
@fordnation

Top hashtags:
#healthcare
#meded
#medtwitter
#health
#medicine
#medical

Description:
Description
The graph represents a network of 6,747 Twitter users whose recent tweets contained "healthcare", 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 06:04 UTC.

The tweets in the network were tweeted over the 1963-day, 8-hour, 11-minute period from Thursday, 21 September 2017 at 16:49 UTC to Monday, 06 February 2023 at 01:00 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 : 6747
Unique Edges : 3556
Edges With Duplicates : 10563
Total Edges : 14119
Number of Edge Types : 9
Retweet : 3495
MentionsInRetweet : 4153
Replies to : 1516
MentionsInReplyTo : 3302
Tweet : 1020
Mentions : 361
MentionsInQuote : 115
Quote : 148
MentionsInQuoteReply : 9
Self-Loops : 1302
Reciprocated Vertex Pair Ratio : 0.0297341737462318
Reciprocated Edge Ratio : 0.0577511643379907
Connected Components : 1164
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 3146
Maximum Edges in a Connected Component : 7442
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.701804
Graph Density : 0.000165109452736974
Modularity : 0.541399
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,747 Twitter users whose recent tweets contained "healthcare", 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 06:04 UTC.

The tweets in the network were tweeted over the 1963-day, 8-hour, 11-minute period from Thursday, 21 September 2017 at 16:49 UTC to Monday, 06 February 2023 at 01:00 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 : healthcare
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:
[52] https://twitter.com/MuhammadLila/status/1039478593422733313/video/1
[42] https://twitter.com/patriottakes/status/1622075536590753795/video/1
[33] https://apps.apple.com/us/app/apothera/id526613282
[21] https://omnatigray.org/africa-in-the-back-seat-the-tigray-genocide/
[14] https://www.digistore24.com/redir/454087/JoseRibeiro8/
[13] https://twitter.com/patriottakes/status/1622075536590753795
[12] https://www.propublica.org/article/unitedhealth-healthcare-insurance-denial-ulcerative-colitis
[11] https://www.bmj.com/lookup/doi/10.1136/bmj.m4760
[10] https://www.nytimes.com/2023/02/05/opinion/doctors-universal-health-care.html
[10] https://twitter.com/WorkingFamilies/status/1622381020698877954/photo/1

Top URLs in Tweet in G1:
[5] https://www.theguardian.com/australia-news/2023/feb/06/targeted-mental-healthcare-needed-to-prevent-further-international-student-deaths-by-suicide-research-finds?utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/KMHSAlumni/status/1622369340254191616/photo/1
[4] https://twitter.com/SachinG33408225/status/1622391241290944514/photo/1
[4] https://www.theguardian.com/australia-news/2023/feb/06/targeted-mental-healthcare-needed-to-prevent-further-international-student-deaths-by-suicide-research-finds
[3] https://thehill.com/opinion/healthcare/3843211-denialism-is-seeping-into-legislation-and-undermining-public-health/
[3] https://twitter.com/SonjaMissio/status/1622381653489324032/photo/1
[3] https://twitter.com/AlMutawakkilFdn/status/1622399474495545346/photo/1
[3] https://www.commondreams.org/news/physician-for-profit-healthcare
[3] https://www.mediscrubs.com.au/colour/caribbean/
[3] https://twitter.com/GoLigyta/status/1622382856663097346/photo/1

Top URLs in Tweet in G2:
[3] https://www.nytimes.com/2023/02/05/opinion/doctors-universal-health-care.html
[3] https://www.cbc.ca/news/politics/duclos-tuesday-premiers-trudeau-healthcare-funding-1.6737416
[2] https://twitter.com/ctvqp/status/1622275105572134913
[1] https://twitter.com/MLGG2/status/1622385907348262912/photo/1
[1] https://twitter.com/MLGG2/status/1622390326630486016/photo/1
[1] https://twitter.com/MLGG2/status/1622371238642417664/photo/1
[1] https://twitter.com/MLGG2/status/1622371177686507520/photo/1
[1] https://www.dlsph.utoronto.ca/2019/02/14/achieving-world-class-health-outcomes-on-a-shoestring/
[1] https://twitter.com/MLGG2/status/1622369823450595328/photo/1
[1] https://twitter.com/MLGG2/status/1622382677637701634/photo/1

Top URLs in Tweet in G3:
[1] https://news.fsu.edu/news/health-medicine/2023/01/13/alma-littles-appointed-interim-dean-of-fsu-college-of-medicine/

Top URLs in Tweet in G4:
[5] https://www.cbc.ca/news/politics/finance-minister-meeting-healthcare-funding-1.6736799?__vfz=medium%3Dsharebar
[2] https://twitter.com/ana_avicente/status/1622057872824598529
[1] https://twitter.com/KloetMichelle/status/1621910264323969026/video/1
[1] https://twitter.com/DonaldBestCA/status/1621853834686636032
[1] https://twitter.com/polysesouvient/status/1622325623430455297
[1] https://www.abc.net.au/news/2023-02-05/mental-health-checks-for-gun-owners-in-wa/101923596
[1] https://twitter.com/LilleyRussell/status/1622377077914624000/photo/1
[1] https://twitter.com/nightshiftmd/status/1622261810479996930
[1] https://www.cbc.ca/news/politics/finance-minister-meeting-healthcare-funding-1.6736799

Top URLs in Tweet in G5:
[20] https://omnatigray.org/africa-in-the-back-seat-the-tigray-genocide/
[2] https://twitter.com/GOP/status/1622315372085973000
[2] https://emnetnegash.wordpress.com/2023/01/26/humanitarian-situation-in-tigray-26-january-2023/
[1] https://twitter.com/DH21540091/status/1622128147452895233/photo/1
[1] https://www.latimes.com/california/story/2023-02-05/sepsis-california-hospitals-pandemic
[1] https://twitter.com/gop/status/1622315372085973000
[1] https://twitter.com/cmublock61/status/1622314688523411456/photo/1
[1] https://twitter.com/cmublock61/status/1622292535296000000/photo/1
[1] https://twitter.com/Helen287223432/status/1622235618955632640/photo/1
[1] https://twitter.com/yonigussie/status/1622215276157616130

Top URLs in Tweet in G6:
[1] https://twitter.com/patriottakes/status/1622075536590753795
[1] https://twitter.com/i/web/status/1622368428081254401
[1] https://twitter.com/davenewworld_2/status/1622368428081254401/video/1
[1] https://www.cheknews.ca/b-c-doctor-shocked-by-policy-for-health-care-workers-to-not-test-for-covid-1139512/
[1] https://vancouverisland.ctvnews.ca/vancouver-island-doctor-calls-for-resignation-of-island-health-leader-amid-health-care-crisis-1.6259122
[1] https://twitter.com/laceylaceyp/status/1621727005904605189

Top URLs in Tweet in G7:
[2] https://beforeitsnews.com/healthcare/2023/01/the-documentary-that-connects-all-the-dots-autism-auto-immune-diseases-alzheimers-everything-you-need-to-know-about-the-effects-of-vaccines-must-see-video-2540861.html
[1] https://twitter.com/HHouse222/status/1622067186662506498/photo/1
[1] https://twitter.com/MikeDonio/status/1622311974947246086
[1] https://nationalpost.com/opinion/to-fix-health-care-for-a-generation-the-provinces-should-refuse-transfers-from-ottawa

Top URLs in Tweet in G8:
[38] https://twitter.com/patriottakes/status/1622075536590753795/video/1
[12] https://twitter.com/patriottakes/status/1622075536590753795
[1] https://secure.actblue.com/donate/pt-research-fund?refcode=0023.02.04GaetzPoor&amount=5
[1] https://twitter.com/patriottakes/status/1622250315331280896/video/1
[1] https://twitter.com/patriottakes/status/1622277508321185792/video/1
[1] https://twitter.com/marshablackburn/status/1622256006225854464
[1] https://twitter.com/MarshaBlackburn/status/1622368473148948483/photo/1
[1] https://tennesseestar.com/2023/02/03/tennessee-senator-blackburn-readies-for-debt-ceiling-fight/
[1] https://www.telegraph.co.uk/business/2023/01/08/not-just-nhs-health-services-imploding-europe/
[1] https://twitter.com/andreagail_k/status/1621934431144677376/photo/1

Top URLs in Tweet in G9:
[3] https://pestakeholder.org/news/apollo-global-management-completes-merger-of-kindred-healthcare-and-lifepoint-health-shifts-some-hospitals-to-new-company/
[2] https://www.politico.com/news/2023/01/31/covid-emergency-end-costs-00080468
[2] https://twitter.com/potus/status/1622234840039886849
[2] https://www.theguardian.com/us-news/2022/jun/16/us-could-have-saved-338000-lives-covid-universal-healthcare-study-finds
[2] https://theintercept.com/2021/12/14/medicare-privatized-health-care-insurance-direct-contracting-ethics/
[1] https://twitter.com/TheOvalPawffice/status/1622294933766901767/photo/1
[1] https://twitter.com/POTUS/status/1622369487990267905/photo/1
[1] https://twitter.com/POTUS/status/1622022303151169537/video/1
[1] https://twitter.com/JoeBiden/status/1622335528610791431/photo/1
[1] https://twitter.com/OzbatRisa/status/1622376242812010498/photo/1

Top URLs in Tweet in G10:
[4] https://twitter.com/_eric_reinhart/status/1622277023568744450
[4] https://www.nytimes.com/2023/02/05/opinion/doctors-universal-health-care.html
[3] https://twitter.com/acsifferlin/status/1622237611585576960
[2] https://twitter.com/_Eric_Reinhart/status/1622277023568744450
[2] https://docsend.com/view/hge3ce3egc3qbqj8
[1] https://www.bostonreview.net/articles/eric-reinhart-accompaniment-and-medicine/
[1] https://www.nytimes.com/2023/02/05/opinion/doctors-universal-health-care.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuonUktbfqIhkSlUbBibSRdkhrxqAwvTIy6A7nGS7MS6UVztY1O0RRoiN8kPRZe9obsE-mTSHQdsLeJkeeMtP9M4NdUp8V1vv5ZKehJUOJyhy9InpAW9o0smIBOFjrHq3Yjblbe4nyeP65xzWbTO8Cqbe1nAlNx8l9cU-DSyi2XIIx6vAFuZ-y4M-ia9nXsYmMG9GMCqavPDoCQF8O8GEanzf7woxU-JbX1LDjILWquJAIEgJVwWwHD4o6n086dhdJNoXIK70ShYmc8b1irwbYXd61XLhDZiasDCerwsBbCwx-g&referringSource=articleShare
[1] https://twitter.com/TeacherTired4/status/1621956230003441664
[1] https://twitter.com/scottsantens/status/1622326835131387904/photo/1
[1] https://twitter.com/WahcaMia/status/1620626116980383748/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[898] twitter.com
[35] careerarc.com
[34] apple.com
[27] reuters.com
[24] theguardian.com
[24] cbc.ca
[22] nytimes.com
[21] omnatigray.org
[19] youtube.com
[19] bmj.com

Top Domains in Tweet in G1:
[110] twitter.com
[31] careerarc.com
[12] theguardian.com
[7] youtube.com
[7] make.com
[6] reuters.com
[4] cbc.ca
[4] mental-healthcare.org
[4] nytimes.com
[4] thehill.com

Top Domains in Tweet in G2:
[39] twitter.com
[4] cbc.ca
[3] nytimes.com
[3] ndp.ca
[2] ctvnews.ca
[1] utoronto.ca
[1] globalnews.ca
[1] breachmedia.ca
[1] theglobeandmail.com
[1] leadnow.ca

Top Domains in Tweet in G3:
[1] fsu.edu

Top Domains in Tweet in G4:
[7] twitter.com
[6] cbc.ca
[1] net.au

Top Domains in Tweet in G5:
[21] twitter.com
[20] omnatigray.org
[2] wordpress.com
[1] latimes.com
[1] ny1.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] cheknews.ca
[1] ctvnews.ca

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

Top Domains in Tweet in G8:
[55] twitter.com
[1] actblue.com
[1] tennesseestar.com
[1] co.uk
[1] justice.gov

Top Domains in Tweet in G9:
[16] twitter.com
[3] pestakeholder.org
[2] politico.com
[2] theguardian.com
[2] theintercept.com
[1] change.org
[1] work-bites.com
[1] crunchbase.com
[1] healthcare.gov
[1] apnews.com

Top Domains in Tweet in G10:
[14] twitter.com
[9] nytimes.com
[2] docsend.com
[2] nextmed.health
[1] bostonreview.net
[1] newarab.com
[1] commondreams.org
[1] kevinmd.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[356] healthcare
[115] meded
[112] medtwitter
[73] health
[66] medicine
[61] medical
[60] tipsfornewdocs
[51] medicare
[45] foamed
[37] stateoftheunion



Top Hashtags in Tweet in G1:
[88] healthcare
[10] health
[9] nursing
[9] business
[7] automation
[7] inspirational
[7] make
[5] medical
[4] harvey
[4] nurses

Top Hashtags in Tweet in G2:
[47] healthcare
[11] cdnpoli
[7] forprofit
[5] privatization
[3] ltc
[3] gaslighting
[3] canadahealthact
[2] onpoli
[2] pharma
[2] nursing

Top Hashtags in Tweet in G3:
[1] healthcare

Top Hashtags in Tweet in G4:
[2] bc
[1] nodigitalid
[1] trudeauisthenewhitler
[1] scottmoe
[1] bcpoli
[1] cdnpoli
[1] prevention
[1] guncontrol

Top Hashtags in Tweet in G5:
[19] allowaccesstotigray
[3] eritreaoutoftigray
[2] corruption
[2] justice4tigray
[1] sad
[1] ukraine
[1] socialismtrumpscapitalism
[1] marijuana
[1] god
[1] onthisday

Top Hashtags in Tweet in G6:
[1] longcovid
[1] bcpoli
[1] healthcare

Top Hashtags in Tweet in G7:
[1] truth

Top Hashtags in Tweet in G8:
[2] stoppoliticiansentitlements

Top Hashtags in Tweet in G9:
[37] stateoftheunion
[10] covid19
[9] healthcare
[6] medicareforall
[2] bothpartiessuck
[1] chronicpain
[1] painkills
[1] rxopioidssavelives
[1] stoptorturingcpps
[1] goforthegoals

Top Hashtags in Tweet in G10:
[4] healthcare
[3] medtwitter
[2] primarycare
[2] burnout
[2] emergencydepartments
[1] takenforaride
[1] demsforthepeople
[1] singlepayer
[1] medtech
[1] universalhealthcare

Top Words
Top Words in Tweet in Entire Graph:
[3730] healthcare
[645] people
[512] system
[410] work
[409] health
[386] more
[386] workers
[357] #healthcare
[338] care
[304] covid

Top Words in Tweet in G1:
[255] healthcare
[89] #healthcare
[43] health
[39] more
[33] job
[30] care
[27] people
[26] system
[23] work
[22] see

Top Words in Tweet in G2:
[162] healthcare
[115] cheridinovo
[93] told
[77] ohip
[73] story
[73] go
[72] cataract
[72] 2200
[72] sell'
[72] 00

Top Words in Tweet in G3:
[115] many
[114] vote
[114] earth
[114] poverty
[114] families
[114] 15
[114] folks
[114] wyonaf
[114] republican
[114] live

Top Words in Tweet in G4:
[111] healthcare
[65] premiers
[63] ana_avicente
[63] week
[61] trudeau
[61] funding
[60] call
[60] meeting
[60] live
[60] discuss

Top Words in Tweet in G5:
[214] healthcare
[166] system
[165] siege
[164] already
[164] humanitarian
[164] blockade
[164] effects
[164] destroyed
[164] fate
[164] sewn

Top Words in Tweet in G6:
[143] healthcare
[117] davenewworld_2
[113] heads
[113] tying
[113] puts
[113] gun
[113] employment
[113] hundreds
[113] millions
[113] people's

Top Words in Tweet in G7:
[151] healthcare
[142] michell87463246
[138] work
[137] ll
[137] tell
[137] vaccine
[137] censor
[136] injuries
[136] injury
[136] talk

Top Words in Tweet in G8:
[155] healthcare
[113] gaetz
[88] patriottakes
[74] matt
[67] people
[64] work
[46] company
[46] poor
[43] go
[29] don

Top Words in Tweet in G9:
[104] potus
[79] healthcare
[42] economy
[37] passed
[37] facing
[37] fdr
[37] theovalpawffice
[37] #stateoftheunion
[37] dad
[37] legislation

Top Words in Tweet in G10:
[108] report
[92] _eric_reinhart
[58] healthcare
[56] last
[55] years
[54] racism
[54] dysfunction
[54] inequality
[54] three
[54] rampant

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[385] healthcare,system
[340] healthcare,workers
[204] universal,healthcare
[201] work,healthcare
[167] humanitarian,blockade
[167] sewn,fate
[167] fate,already
[167] already,destroyed
[167] blockade,sewn
[167] destroyed,healthcare

Top Word Pairs in Tweet in G1:
[14] healthcare,needed
[13] needed,prevent
[13] deaths,suicide
[13] prevent,further
[13] international,student
[13] further,international
[13] targeted,mental
[13] mental,healthcare
[13] student,deaths
[12] research,finds

Top Word Pairs in Tweet in G2:
[72] rejecting,'up
[72] cataract,story
[72] ohip,2200
[72] sell',7000
[72] told,go
[72] go,ohip
[72] 'up,sell'
[72] story,rejecting
[72] 7000,told
[72] 2200,00

Top Word Pairs in Tweet in G3:
[114] families,texas
[114] vote,republican
[114] 15,families
[114] folks,vote
[114] texas,live
[114] many,folks
[114] live,poverty
[114] poverty,earth
[114] earth,many
[114] republican,democrats

Top Word Pairs in Tweet in G4:
[60] healthcare,funding
[60] discuss,healthcare
[60] trudeau,meeting
[60] meeting,premiers
[60] week,discuss
[60] ontarians,trudeau
[60] call,ontarians
[60] premiers,week
[60] funding,comes
[59] cocaine,heroin

Top Word Pairs in Tweet in G5:
[166] healthcare,system
[164] destroyed,healthcare
[164] blockade,sewn
[164] already,destroyed
[164] fate,already
[164] humanitarian,blockade
[164] sewn,fate
[164] system,effects
[162] effects,siege
[145] siege,felt

Top Word Pairs in Tweet in G6:
[113] hundreds,millions
[113] tying,healthcare
[113] people's,heads
[113] millions,people's
[113] gun,hundreds
[113] healthcare,employment
[113] puts,invisible
[113] forcing,accept
[113] invisible,gun
[113] heads,forcing

Top Word Pairs in Tweet in G7:
[136] censor,tell
[136] healthcare,censor
[136] work,healthcare
[136] tell,vaccine
[136] talk,injuries
[136] injuries,ll
[136] vaccine,injury
[136] injury,talk
[135] michell87463246,work
[135] ll,writt

Top Word Pairs in Tweet in G8:
[65] matt,gaetz
[46] patriottakes,matt
[44] poor,people
[41] go,work
[40] work,healthcare
[39] people,go
[38] gaetz,poor
[24] hundreds,millions
[22] dollars,2004
[22] sold,hundreds

Top Word Pairs in Tweet in G9:
[37] potus,passed
[37] #stateoftheunion,dad
[37] significant,legislation
[37] fdr,facing
[37] dad,potus
[37] legislation,economy
[37] economy,fdr
[37] passed,significant
[36] facing,large
[36] theovalpawffice,#stateoftheunion

Top Word Pairs in Tweet in G10:
[54] report,report
[54] documented,rampant
[54] report,documented
[54] last,three
[54] years,report
[54] three,years
[54] inequality,racism
[54] rampant,dysfunction
[54] dysfunction,corruption
[54] corruption,inequality

Top Replied-To
Top Replied-To in Entire Graph:
@patriottakes
@potus
@pattymurray
@gop
@bramptongraham
@thejagmeetsingh
@dglaucomflecken
@healthbyjames
@andrewperpetua
@prageru

Top Replied-To in G2:
@bramptongraham
@thejagmeetsingh
@cheridinovo
@charlesadler
@ndp
@pierrepoilievre
@canadianpoli
@dorisgrinspun
@sasswashere
@yatesco

Top Replied-To in G3:
@b52malmet
@wyonaf

Top Replied-To in G4:
@rycunni
@tinkynod
@seekingtruth24
@ianb
@ladylikeposture
@ana_avicente
@polysesouvient
@kloetmichelle
@jamiemutch4
@rejektevidence

Top Replied-To in G5:
@gop
@cmublock61
@whitehouse
@marwilliamson
@newdemcoalition
@thedemocrats
@govabbott
@chukwuemekagai2

Top Replied-To in G6:
@davenewworld_2
@shark3ozero
@immaybea

Top Replied-To in G7:
@michell87463246
@bohemianatmosp1
@mikedonio
@canadagunz
@hhouse222
@maximebernier
@funeral_bags
@nonwokemllnnial

Top Replied-To in G8:
@patriottakes
@marshablackburn
@randyma06047425
@mattgaetz
@brad_polumbo
@strolleradam
@sanchopanzy
@floridaedmom
@calitoutah
@judymaxb9632935

Top Replied-To in G9:
@potus
@troyjansen
@joebiden
@ericareport
@sinsityviking
@clairoprop
@drcelinethum
@phantom49014534
@taborskymichael
@militia_2022

Top Replied-To in G10:
@gimapreceptor
@oni_blackstock
@usnehal
@mparshleymd
@_eric_reinhart
@samhaselby
@daniel_kraft
@repjeffries
@aliraja_md
@jasosamd

Top Mentioned
Top Mentioned in Entire Graph:
@michell87463246
@wyonaf
@dyllyp
@davenewworld_2
@cheridinovo
@repthomasmassie
@_eric_reinhart
@potus
@b52malmet
@jasonhickel

Top Mentioned in G1:
@loanngu02041197
@cmaguide
@jayeformi
@paulmiller1313
@zvonimirfras
@esfanna
@2minmed

Top Mentioned in G2:
@cheridinovo
@fordnation
@justintrudeau
@pierrepoilievre
@thejagmeetsingh
@drnancyolivieri
@jamferg57
@sylviajonesmpp
@sutherlasu
@bramptongraham

Top Mentioned in G3:
@wyonaf
@b52malmet
@daviddo74603299
@alittles
@fsucom
@kathryn_bruenin
@marrs_edward
@ktnislosingit
@bdhea_
@lynn05698687

Top Mentioned in G4:
@ana_avicente
@anjelbc
@mdt546
@rycunni
@kloetmichelle
@twilsonottawa
@adriandix
@dave_eby
@vchhealthcare
@mikeklassen

Top Mentioned in G5:
@abrhaeyerus
@trrt37484495
@gop
@selu_su2
@dawitdigital
@tdf46782141
@hrit_hailu
@abiabi512
@brhan50964202
@yab4q4t

Top Mentioned in G6:
@davenewworld_2
@brianfishmando
@nyulangoneli
@jheighton3
@milkvamp
@wyonaf
@shark3ozero
@benfranklin2018
@criticalcarej
@worksafebc

Top Mentioned in G7:
@michell87463246
@ana_avicente
@maximebernier
@hhouse222
@laborynth222
@anjelbc

Top Mentioned in G8:
@patriottakes
@georebekah
@brad_polumbo
@marshablackburn
@votflorida
@davenewworld_2
@kellyscaletta
@andreagail_k
@mattgaetz
@mrs_socialista

Top Mentioned in G9:
@potus
@theovalpawffice
@joebiden
@ozbatrisa
@wilsonjamiii
@tommypigott
@m4aexplained
@terry_truchan
@taborskymichael
@ericareport

Top Mentioned in G10:
@_eric_reinhart
@nytopinion
@josephrfriedman
@jasosamd
@catladyactivist
@scottsantens
@natsfordocs
@usnehal
@vp
@the_newarab

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@jurylady5
@phildecarolis
@stigmabaseu
@joni_looking
@lizditz
@billm9
@lyndae222
@stockguy61
@evankirstel

Top Tweeters in G1:
@stigmabaseu
@personalfitnes3
@frontendla
@allentien
@drpatfarrell
@tdzwilewski
@raywilton4
@biconnections
@paulmiller1313
@nevermore_007

Top Tweeters in G2:
@suestroud
@globeandmail
@mailonline
@iloveautumn2
@sidljon
@nspector4
@nomorebooks
@cmdott
@perfectrose2011
@klayoven

Top Tweeters in G3:
@tottenbill
@gwydion620
@iamforeverblue2
@loraanem
@reggiebub
@dunnclan
@msdixiediva8253
@anneannapolis
@b52malmet
@gri1161

Top Tweeters in G4:
@abbavitch
@happyfinko
@elbowriver28
@suekings35
@ewn1047
@lakecitygirl
@victoria_roark
@canadianbacons4
@bird5ca
@canberrab8

Top Tweeters in G5:
@tsrha_kw
@tdf_forlife
@sabaalem6_sabi
@hrite_hailu
@heav_en1
@yemane_birhan
@abrhaeyerus
@debbiesva
@martawit8
@yab4q4t

Top Tweeters in G6:
@roseannebyrne
@shoshido
@renissance_1
@missjoy1965
@bellaknowsitall
@gaijingirl2004
@magyarbear
@atheistspinster
@bernadettentf
@akirar39

Top Tweeters in G7:
@mutalabala
@annbank41695841
@gillianamy2911
@sp_015
@sparklingwolf
@lisaannwersing1
@errolstock
@tonydecoster
@eaglechrisgold
@tresaann70

Top Tweeters in G8:
@stockguy61
@lllwry
@pink1963dsw
@mastaofmp3s
@masky_jay_hoody
@buffaloon
@andrea_51544005
@nobiggovduh
@parrypierce
@lacadri34

Top Tweeters in G9:
@vedehimajumdar
@ssmunsell
@smackmom25
@48gailschwerdt
@medicalquack
@chiniakak
@catsrangels2
@still_nunyadb
@skipmav
@hobbyath

Top Tweeters in G10:
@lizditz
@monasmitte
@nayasala
@the_newarab
@scott_squires
@ayawill
@sydweedon
@marypgkeating
@wydmindfeersart
@truthfaustino