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healthcare_2022-01-23_21-52-52.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2022
Short Description:
healthcare via NodeXL https://bit.ly/3AnZsec
@sajidjavid
@jamesmelville
@reuters
@kerryleecrabbe
@natalieben
@isabeloakeshott
@talkradio
@ebgood4
@freespeech_0
@drjbhattacharya

Top hashtags:
#tigray
#healthcare
#endtigraysiege
#ethiopia
#そうだその目だ
#サンテfx
#covid19

Description:
Description
The graph represents a network of 9,187 Twitter users whose tweets in the requested range contained "healthcare", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 06:12 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 0-hour, 9-minute period from Wednesday, 19 January 2022 at 11:00 UTC to Saturday, 22 January 2022 at 11:10 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 : 9187
Unique Edges : 6845
Edges With Duplicates : 10852
Total Edges : 17697
Number of Edge Types : 5
Replies to : 1141
Retweet : 4826
MentionsInRetweet : 5834
Tweet : 1865
Mentions : 4031
Self-Loops : 1910
Reciprocated Vertex Pair Ratio : 0.0184868883753642
Reciprocated Edge Ratio : 0.0363026536450626
Connected Components : 2152
Single-Vertex Connected Components : 730
Maximum Vertices in a Connected Component : 1730
Maximum Edges in a Connected Component : 6644
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 8.407478
Graph Density : 0.000120118330953125
Modularity : 0.579771
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,187 Twitter users whose tweets in the requested range contained "healthcare", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 06:12 UTC.

The requested start date was Monday, 24 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 0-hour, 9-minute period from Wednesday, 19 January 2022 at 11:00 UTC to Saturday, 22 January 2022 at 11:10 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 : GraphServerTwitterSearch
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:
[365] https://www.reuters.com/business/healthcare-pharmaceuticals/doctors-say-lives-are-lost-hospitals-ethiopias-tigray-due-dwindling-supplies-2022-01-05/
[126] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[113] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black
[40] https://www.devex.com/news/tigray-the-deliberate-destruction-of-a-health-system-102252
[33] https://www.reuters.com/business/healthcare-pharmaceuticals/merck-covid-pill-molnupiravir-be-produced-by-27-drugmakers-2022-01-20/?taid=61e93f95eaf39e00015f175b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[26] https://www.santen.co.jp/ja/healthcare/eye/products/otc/well_wash_eye/kiyaku.pdf
[21] https://www.financialexpress.com/healthcare/covid-19/the-covid-19-third-wave-how-to-control-it-and-the-way-forward/2409557/
[21] https://www.reuters.com/business/healthcare-pharmaceuticals/who-says-no-evidence-healthy-children-adolecents-need-covid-19-boosters-2022-01-18/
[20] https://twinybots.ch/
[19] https://www.reuters.com/business/healthcare-pharmaceuticals/who-says-no-evidence-healthy-children-adolescents-need-covid-19-boosters-2022-01-18/

Top URLs in Tweet in G1:
[11] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[7] https://twinybots.ch/
[7] https://www.livemint.com/news/india/pm-modi-stresses-on-need-to-modernise-education-infra-healthcare-11642675581834.html
[6] https://www.reuters.com/business/healthcare-pharmaceuticals/who-says-no-evidence-healthy-children-adolecents-need-covid-19-boosters-2022-01-18/
[6] https://www.healthcare-hub.co.uk/whitchurch-hub/
[5] https://www.reuters.com/business/healthcare-pharmaceuticals/who-says-no-evidence-healthy-children-adolescents-need-covid-19-boosters-2022-01-18/
[4] https://www.routledge.com/Towards-a-Digital-Health-Ecology-at-the-NHS-Healthcare-Technology-Adoption/Betton/p/book/9781032109749#
[4] https://www.theguardian.com/society/2022/jan/21/london-nhs-hospitals-bought-36m-of-services-from-us-healthcare-firm-hca-last-year
[4] https://shopee.co.id/universal-link/olaif?utm_source=an_11369390098&utm_medium=affiliates&utm_campaign=-&utm_content=healthcare-telegram-shopeebigsale--&af_siteid=an_11369390098&pid=affiliates&af_click_lookback=7d&af_viewthrough_lookback=1d&is_retargeting=true&af_reengagement_window=7d&af_sub_siteid=healthcare-telegram-shopeebigsale--&c=-&deep_and_deferred=1&smtt=0.0.9
[3] https://twitter.com/cnnphilippines/status/1483729580515274754

Top URLs in Tweet in G2:
[360] https://www.reuters.com/business/healthcare-pharmaceuticals/doctors-say-lives-are-lost-hospitals-ethiopias-tigray-due-dwindling-supplies-2022-01-05/
[39] https://www.devex.com/news/tigray-the-deliberate-destruction-of-a-health-system-102252
[32] https://www.reuters.com/business/healthcare-pharmaceuticals/merck-covid-pill-molnupiravir-be-produced-by-27-drugmakers-2022-01-20/?taid=61e93f95eaf39e00015f175b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/?taid=61e896c908a5450001d2ee58&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://trib.al/3qnqLlj
[4] https://twitter.com/TSabawian/status/1476900603167182855?s=20
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/?taid=61e86b6a08a5450001d2e63c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://emnetnegash.wordpress.com/2022/01/08/hes-the-worst-head-of-state-of-the-year/
[3] https://www.bbc.com/gahuza/amakuru-59920370?at_custom3=BBC+Gahuza&at_campaign=64&at_custom1=%5Bpost+type%5D&at_custom4=2E91E916-70FF-11EC-96B5-411D933C408C&at_medium=custom7&at_custom2=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/who-says-no-evidence-healthy-children-adolecents-need-covid-19-boosters-2022-01-18/?taid=61e734e108a5450001d2ab96&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[113] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black
[3] http://santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black
[2] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black&ats=164276161662441644
[1] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black&ats=16428497590577887
[1] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=gear
[1] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black&ats=164276291504413708
[1] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black&ats=164284748465868980
[1] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black&ats=164284751107885753
[1] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black&ats=164284753281017188
[1] https://www.santen.co.jp/ja/healthcare/eye/products/otc/sante_fx/sakanaction/?utm_source=twitter&utm_medium=black&ats=164284781336729918

Top URLs in Tweet in G4:
[2] https://twitter.com/cnnphilippines/status/1483729580515274754

Top URLs in Tweet in G5:
[32] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[1] https://twitter.com/ElectionWiz/status/1483851637424898058
[1] https://www.thetimes.co.uk/article/e494b246-7953-11ec-a9ac-7b4ca33c4cb4?shareToken=195870b04a3ccf4f2d162a6547f1a06e

Top URLs in Tweet in G7:
[3] https://actionnetwork.org/forms/you-are-the-key-to-universal-healthcare?source=twitter&
[2] https://act.leadnow.ca/ON-bill124/
[1] https://twitter.com/stephenlautens/status/465157106623324161
[1] https://twitter.com/i/broadcasts/1ypKdEnbXvdGW
[1] https://twitter.com/healthsecproj/status/1483633751162716163
[1] https://twitter.com/SwitchHealthCA/status/1413238793059057666
[1] https://twitter.com/robferguson1/status/1484207935035265027
[1] https://www.latimes.com/business/story/2022-01-14/california-universal-healthcare-health-system-singlepayer
[1] https://twitter.com/CalNurses/status/1484266926608203776

Top URLs in Tweet in G8:
[2] http://trib.al/GwfLKrH
[1] https://twitter.com/OmnaTigray/status/1480756612847398914?s=20
[1] https://twitter.com/therecount/status/1484263633014120452
[1] https://bit.ly/3fSAkle
[1] https://newsinfo.inquirer.net/1543336/2-jab-sites-in-olongapo-closed-after-healthcare-workers-get-exposed-to-covid-19?utm_medium=Social&utm_source=Twitter#Echobox=1642759820-1
[1] https://thehill.com/opinion/healthcare/589893-cdc-guidelines-for-antivirals-give-the-unvaccinated-the-lions-share
[1] https://thehill.com/policy/healthcare/590292-white-house-to-make-400-million-n95-masks-available-for-free

Top URLs in Tweet in G9:
[41] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[1] https://twitter.com/drjbhattacharya/status/1483593664223846403

Top URLs in Tweet in G10:
[1] https://www.dumptheguardian.com/society/2022/jan/21/london-nhs-hospitals-bought-36m-of-services-from-us-healthcare-firm-hca-last-year
[1] https://creatingsocialism.org/what-a-private-healthcare-system-means/
[1] https://www.fifthsense.org.uk/stories/dawn-malisses-story-the-impact-of-covid-19-on-the-sense-of-smell-and-taste-in-children/
[1] https://www.theguardian.com/business/2022/jan/21/hundreds-of-englands-nhs-consultants-have-shares-in-private-clinics?CMP=Share_iOSApp_Other

Top Domains
Top Domains in Tweet in Entire Graph:
[670] reuters.com
[624] co.jp
[266] twitter.com
[81] co.uk
[40] devex.com
[31] bit.ly
[31] theguardian.com
[30] org.uk
[25] nhs.uk
[22] careerarc.com

Top Domains in Tweet in G1:
[74] twitter.com
[44] reuters.com
[22] careerarc.com
[22] co.uk
[15] linkedin.com
[11] google.com
[11] theguardian.com
[10] co.id
[9] thehill.com
[8] org.uk

Top Domains in Tweet in G2:
[417] reuters.com
[39] devex.com
[7] twitter.com
[5] trib.al
[4] bbc.com
[3] wordpress.com
[1] reut.rs
[1] unhcr.org
[1] msf.me

Top Domains in Tweet in G3:
[591] co.jp

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[32] reuters.com
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G7:
[6] twitter.com
[3] actionnetwork.org
[2] leadnow.ca
[1] latimes.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] trib.al
[2] thehill.com
[1] bit.ly
[1] inquirer.net

Top Domains in Tweet in G9:
[41] reuters.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] dumptheguardian.com
[1] creatingsocialism.org
[1] org.uk
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1175] tigray
[591] healthcare
[394] endtigraysiege
[267] ethiopia
[120] そうだその目だ
[120] サンテfx
[110] covid19
[104] ウェルウォッシュアイ
[91] health
[81] childrenoftigray



Top Hashtags in Tweet in G1:
[192] healthcare
[36] health
[16] covid19
[14] medical
[13] medicine
[11] doctors
[11] hospital
[11] nhs
[10] business
[10] technology

Top Hashtags in Tweet in G2:
[1161] tigray
[392] endtigraysiege
[267] ethiopia
[81] childrenoftigray
[76] savetigray
[27] mekelle
[8] medical
[3] usa
[3] tigraygenocide
[3] medicalsupplyfortigray

Top Hashtags in Tweet in G3:
[120] そうだその目だ
[120] サンテfx

Top Hashtags in Tweet in G4:
[1] votewisely
[1] philippines

Top Hashtags in Tweet in G5:
[1] bonus

Top Hashtags in Tweet in G7:
[13] onpoli
[5] calcare
[3] singlepayer
[2] ltc
[2] covid19ontario
[2] repealbill124
[2] bill124
[1] fordanon
[1] clusterford
[1] ajax

Top Hashtags in Tweet in G8:
[2] covid19
[2] evest
[1] endtigraysiege
[1] healthcare
[1] insurance
[1] setmypeoplefree

Top Hashtags in Tweet in G10:
[2] criticalmass
[2] healthcare
[2] read
[1] starmerout

Top Words
Top Words in Tweet in Entire Graph:
[4357] healthcare
[1078] #tigray
[719] workers
[678] system
[669] covid
[661] still
[652] health
[602] doctors
[588] #healthcare
[549] people

Top Words in Tweet in G1:
[576] healthcare
[192] #healthcare
[83] health
[80] more
[60] system
[58] covid
[58] people
[54] care
[49] education
[47] workers

Top Words in Tweet in G2:
[1064] #tigray
[514] doctors
[412] months
[411] healthcare
[392] #endtigraysiege
[373] mekelle
[361] reuters
[324] long
[323] supplies
[314] told

Top Words in Tweet in G3:
[474] オリジナルコラボケースキャンペーン第2弾
[474] にご応募ありがとうございます
[469] 残念ながら
[469] ハズレです
[469] またのご応募お待ちしております
[421] blackミニバッグ
[126] santefx_tw
[121] をフォロー
[120] #そうだその目だ
[120] #サンテfx

Top Words in Tweet in G4:
[388] mandatory
[388] military
[387] service
[345] korea
[344] don
[344] use
[344] south
[344] reason
[344] technically
[344] still

Top Words in Tweet in G5:
[228] healthcare
[143] still
[140] workers
[129] unvaccinated
[128] sack
[124] facing
[124] jamesmelville
[99] covid
[97] staff
[86] geezerpaulr

Top Words in Tweet in G6:
[138] notice
[138] hi
[138] medteam
[138] anji
[138] looking
[138] sunshines
[138] studying
[138] working
[138] med
[138] related

Top Words in Tweet in G7:
[84] healthcare
[30] kid
[28] fordnation
[26] diagnosed
[21] today
[20] school
[20] nurses
[16] health
[15] ford
[14] friend

Top Words in Tweet in G8:
[26] healthcare
[18] potus
[11] people
[9] economy
[9] jobs
[9] over
[8] barackobama
[8] record
[8] million
[7] higher

Top Words in Tweet in G9:
[55] drjbhattacharya
[53] cdc
[53] starts
[53] acknowledge
[53] reality
[53] one
[53] piece
[53] time
[53] excuse
[53] consider

Top Words in Tweet in G10:
[47] surgery
[44] luckyheronsay
[44] hospital
[44] right
[44] following
[44] emergency
[44] 111
[44] hours
[44] drs
[44] sent

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[619] healthcare,workers
[469] にご応募ありがとうございます,残念ながら
[469] 残念ながら,ハズレです
[469] ハズレです,またのご応募お待ちしております
[458] healthcare,system
[445] military,service
[435] mandatory,military
[421] オリジナルコラボケースキャンペーン第2弾,blackミニバッグ
[421] blackミニバッグ,にご応募ありがとうございます
[351] south,korea

Top Word Pairs in Tweet in G1:
[36] healthcare,workers
[36] healthcare,system
[35] covid,19
[20] find,more
[14] #health,#healthcare
[14] military,service
[12] health,care
[12] mandatory,military
[12] healthcare,professionals
[11] education,healthcare

Top Word Pairs in Tweet in G2:
[320] months,long
[311] mekelle,#tigray
[311] told,reuters
[254] #tigray,told
[253] doctors,mekelle
[207] reuters,lack
[195] long,siege
[185] healthcare,system
[179] medical,supplies
[165] blockade,#tigray

Top Word Pairs in Tweet in G3:
[469] にご応募ありがとうございます,残念ながら
[469] 残念ながら,ハズレです
[469] ハズレです,またのご応募お待ちしております
[421] オリジナルコラボケースキャンペーン第2弾,blackミニバッグ
[421] blackミニバッグ,にご応募ありがとうございます
[121] santefx_tw,をフォロー
[120] #そうだその目だ,#サンテfx
[119] #サンテfx,4週連続
[119] 4週連続,山口一郎監修
[119] 山口一郎監修,藤原ヒロシデザインのオリジナル目薬ケースが125名様にその場で当たる

Top Word Pairs in Tweet in G4:
[387] mandatory,military
[387] military,service
[344] don,use
[344] use,south
[344] south,korea
[344] korea,reason
[344] reason,mandatory
[344] service,technically
[344] technically,still
[343] otakoyakisoba,don

Top Word Pairs in Tweet in G5:
[125] unvaccinated,healthcare
[124] facing,sack
[123] healthcare,workers
[89] healthcare,staff
[78] still,believe
[78] believe,having
[78] having,1000s
[78] 1000s,healthcare
[78] staff,refusing
[78] refusing,jabs

Top Word Pairs in Tweet in G6:
[138] notice,hi
[138] hi,medteam
[138] medteam,anji
[138] anji,looking
[138] looking,sunshines
[138] sunshines,studying
[138] studying,working
[138] working,med
[138] med,related
[138] related,fields

Top Word Pairs in Tweet in G7:
[13] friend,diagnosed
[13] diagnosed,advanced
[13] advanced,cancer
[13] cancer,today
[13] today,trying
[13] trying,diagnosed
[13] diagnosed,months
[13] months,healthcare
[13] healthcare,crumbled
[12] healthcare,system

Top Word Pairs in Tweet in G8:
[7] under,leadership
[7] leadership,economy
[7] economy,set
[7] set,record
[7] record,jobs
[7] jobs,added
[7] added,single
[7] single,year
[7] year,over
[7] over,200

Top Word Pairs in Tweet in G9:
[53] cdc,starts
[53] starts,acknowledge
[53] acknowledge,reality
[53] reality,one
[53] one,piece
[53] piece,time
[53] time,excuse
[53] excuse,consider
[53] consider,prior
[53] prior,infection

Top Word Pairs in Tweet in G10:
[44] hospital,right
[44] right,following
[44] following,emergency
[44] emergency,surgery
[44] surgery,111
[44] 111,hours
[44] hours,drs
[44] drs,sent
[44] sent,straight
[44] straight,surgical

Top Replied-To
Top Replied-To in Entire Graph:
@govmurphy
@globalhalifax
@critfacts
@bulleuro
@lougarza86
@niki112200
@foxnews
@philosophrob
@dover_nys
@yua_cco

Top Replied-To in G1:

Top Replied-To in G2:
@hermelatv

Top Replied-To in G3:
@niki112200
@noaki21
@happyfishchan
@telephthalich2o
@katori_or
@legacyb4_1790
@122lanevo
@yua_cco
@cheesloves

Top Replied-To in G5:
@dover_nys
@jamesmelville
@melthornton5
@stevin2021
@lfcnewsmedia
@drsimonegold

Top Replied-To in G7:
@lougarza86
@bruce_arthur
@fordnation
@switchhealthca
@krasheedmpp
@celliottability
@picardonhealth
@nursewithsign
@sharon48898427
@birgitomo

Top Replied-To in G8:
@bulleuro
@randpaul
@sensanders
@therecount
@potus
@alineitzelmd
@claytravis
@barackobama
@inquirerdotnet
@newyorkstateag

Top Replied-To in G9:
@draseemmalhotra
@maryannedemasi
@drjbhattacharya
@phillipscharf

Top Replied-To in G10:
@meadowcroftrob
@luckyheronsay
@billellson
@doctorshaib

Top Mentioned
Top Mentioned in Entire Graph:
@reuters
@otakoyakisoba
@2t4bs9fdnjg7fia
@msf
@joetsegy
@medteamnianji
@jamesmelville
@santefx_tw
@geezerpaulr
@un

Top Mentioned in G1:
@midyorkslibrary
@technative
@prosourcingza
@trustmaestro
@careapps
@sleepycatten
@uburu_ai
@yh_pstrc
@thelibertyloft

Top Mentioned in G2:
@reuters
@2t4bs9fdnjg7fia
@msf
@joetsegy
@un
@secblinken
@senateforeign
@hrw
@germanydiplo
@tittit83664620

Top Mentioned in G3:
@santefx_tw
@kana12ohara

Top Mentioned in G4:
@otakoyakisoba
@ddeandelion
@levikctolentino
@sunsunkihoon
@beautieficate
@magsiklab
@i2cale
@mingyupinker
@drtonyleachon

Top Mentioned in G5:
@jamesmelville
@geezerpaulr
@zubymusic
@drsimonegold
@rmconservative
@drjbhattacharya
@dover_nys
@kentvera
@track7778
@caulmick

Top Mentioned in G6:
@medteamnianji
@anjisalvacion

Top Mentioned in G7:
@fordnation
@zeyneparsel
@chuckwurster
@jillslastword
@healthsecproj
@celliottability
@kathleen_wynne
@lougarza86
@birgitomo
@roman_baber

Top Mentioned in G8:
@potus
@barackobama
@paddycosgrave
@crashtestgenius
@cdcgov
@vp
@thehill
@chiproytx
@inquirerdotnet
@deahq

Top Mentioned in G9:
@drjbhattacharya
@timcast
@akheriaty
@djokernole
@maajidnawaz
@draseemmalhotra
@martinkulldorff
@janjekielek
@jeffreyatucker
@allysonpollock

Top Mentioned in G10:
@luckyheronsay
@azeem_majeed
@phillipsbarrie
@aaronbastani
@megs1970
@sallyfereday
@doctorsahib
@tanweer_dar
@creatingsociali
@bthroughparty

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@cybersec_feeds
@robinsnewswire
@chidambara09
@zyitegadgets
@edinburghwatch
@stigmabaseu
@world_news_eng
@xaelbot
@kareikitchen

Top Tweeters in G1:
@robinsnewswire
@zyitegadgets
@stigmabaseu
@kareikitchen
@blackcentaurfx
@stigmabasen
@ancalerts
@dev_discourse
@italiajin21
@frontendla

Top Tweeters in G2:
@world_news_eng
@reuters
@guytaur
@ptialex77
@livegreenordie
@thanr
@yogaolic
@914blahblahblah
@patylobato5
@meditigray

Top Tweeters in G3:
@helperstream
@santefx_tw
@aria_et_natalie
@kame0425
@fiore304
@gagnant25
@neet69debu
@ear01076512
@8nizakana8
@vwfsrsqanvpll8i

Top Tweeters in G4:
@yujustala
@jungtaekken
@lilamumuii
@ammaliha
@hearteuexo
@chansoodae
@0430alexu
@fangirlmoako
@rogueslaygal
@fuckitshewins

Top Tweeters in G5:
@heidiec5
@morwennajh
@julie34479
@richlin11a
@alexblx
@thereallarocca
@aka_mister
@tan123
@ton_blind
@maryharryheff

Top Tweeters in G6:
@daniellajane_p
@nuttychocolate
@ohmyanji
@rheyah27
@_hanmyc
@bon_api
@miwooo24
@pigpie023
@unique_inside
@anjiprint

Top Tweeters in G7:
@joannecangal
@senseof_outrage
@bruce_arthur
@teach_n_travel
@jsc1835
@rob_libadia
@50linesonly
@bodhisattvakat
@kvconner
@yogoldsmith

Top Tweeters in G8:
@inquirerdotnet
@thehill
@my19670824
@judith5519
@dmusee
@jonrsinn
@theflabar
@coimbrasummit
@fluxcapdoodah
@claytravis

Top Tweeters in G9:
@filterednews
@curehiphop
@sacerdotus
@sam10k
@alex5107
@cushingagnes
@brettrichards67
@mbove12
@boyebob1119
@bitterclinger4e

Top Tweeters in G10:
@jrbkjrbk
@hugorelly
@juliecuninghame
@phillipsbarrie
@steceng22
@svenradio
@billellson
@ctrentham88
@zuluzim909
@k4rmarules


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