healthcare, Twitter, 12/26/2022 6:21:28 AM, 286982


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healthcare_2022-12-25_22-00-00.xlsx
healthcare_2022-12-25_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2022
Short Description:
healthcare via NodeXL https://bit.ly/3VpyoE0
@danielgoyal
@joeywreck
@inforenique
@potus
@d_raval
@cteklebirhan
@eucouncil
@consentuality
@who
@pickle_bee

Top hashtags:
#healthcare
#health
#nature
#wellness
#love
#android
#bookboost
#animation
#247wowom
#dementia

Description:
Description
The graph represents a network of 9,229 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, 26 December 2022 at 06:11 UTC.

The requested start date was Monday, 26 December 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, 43-minute period from Thursday, 22 December 2022 at 10:25 UTC to Sunday, 25 December 2022 at 11:09 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 : 9229
Unique Edges : 5635
Edges With Duplicates : 12444
Total Edges : 18079
Number of Edge Types : 5
Retweet : 5055
MentionsInRetweet : 7417
Mentions : 2461
Tweet : 2162
Replies to : 984
Self-Loops : 2230
Reciprocated Vertex Pair Ratio : 0.00814888228168704
Reciprocated Edge Ratio : 0.0161660294920808
Connected Components : 2376
Single-Vertex Connected Components : 1019
Maximum Vertices in a Connected Component : 2338
Maximum Edges in a Connected Component : 7621
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.429518
Graph Density : 0.000107496943705136
Modularity : 0.543625
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,229 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, 26 December 2022 at 06:11 UTC.

The requested start date was Monday, 26 December 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, 43-minute period from Thursday, 22 December 2022 at 10:25 UTC to Sunday, 25 December 2022 at 11:09 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:
[56] https://www.usaid.gov/news-information/press-releases/jul-18-2022-united-states-provides-nearly-1-3-billion-assistance-horn-of-africa
[34] https://economictimes.indiatimes.com/industry/healthcare/biotech/pharmaceuticals/costs-of-127-medicines-set-to-go-down-post-nppas-5th-price-cap/articleshow/96416516.cms?utm_source=ETTopNews&utm_medium=HP&utm_campaign=TN&utm_content=23
[34] https://childrenshealthdefense.org/defender/illinois-healthcare-settlement-covid-vaccine-mandate-et/
[19] https://kentei.healthcare/
[16] https://www.livemint.com/news/india/modiled-govt-has-made-indian-healthcare-future-ready-subhas-sarkar-11671796126915.html
[11] https://www.mirror.co.uk/news/politics/rishi-sunak-under-pressure-over-25739649?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[9] https://metriport.com
[8] https://www.opendemocracy.net/en/nhs-nurses-strike-big-pharma-medicine-profits/?utm_term=Autofeed&utm_campaign=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1671927219
[8] https://www.tiktok.com/@rahzlioness/video/7178567259554696491?is_from_webapp=v1&item_id=7178567259554696491&web_id=7178555552724108842
[7] https://ishr.org/tigray-rape-as-weapon-of-war-in-tigray-ethiopia/

Top URLs in Tweet in G1:
[15] https://economictimes.indiatimes.com/industry/healthcare/biotech/pharmaceuticals/costs-of-127-medicines-set-to-go-down-post-nppas-5th-price-cap/articleshow/96416516.cms?utm_source=ETTopNews&utm_medium=HP&utm_campaign=TN&utm_content=23
[9] https://www.livemint.com/news/india/modiled-govt-has-made-indian-healthcare-future-ready-subhas-sarkar-11671796126915.html
[6] https://www.healthcare-hub.co.uk/whitchurch-hub/
[4] http://thealiensfoundation.org/
[3] https://www.enterprisenews.com/story/news/healthcare/2022/12/22/ma-hospitals-health-workers-worried-about-rsv-flu-covid-tripledemic/69747336007/?utm_campaign=snd-autopilot
[3] https://twitter.com/theigbowolf/status/1606183086873460736
[3] https://news.google.com/__i/rss/rd/articles/CBMisgFodHRwczovL3d3dy5oY2lubm92YXRpb25ncm91cC5jb20vYW5hbHl0aWNzLWFpL2FydGlmaWNhbC1pbnRlbGxpZ2VuY2UtbWFjaGluZS1sZWFybmluZy9ibG9nLzIxMjkwOTM5L3llYXJlbmQtcmV2aWV3YWktYXJ0aWZpY2lhbC1pbnRlbGxpZ2VuY2UtaW5pdGlhdGl2ZXMtYWNjZWxlcmF0ZS1pbi1oZWFsdGhjYXJl0gEA?oc=5
[3] https://blogs.cisco.com/healthcare/can-a-digital-culture-create-patient-value-in-healthcare
[3] https://twinybots.ch/
[3] http://www.mental-healthcare.org/seminar/mc/

Top URLs in Tweet in G2:
[3] https://www.theguardian.com/society/2022/nov/27/no-10-hiring-of-private-healthcare-lobbyist-prompts-privatisation-concern?CMP=share_btn_tw
[1] https://twitter.com/danielgoyal/status/1605843789490159616
[1] https://twitter.com/Nurseborisbash/status/1605917901013372929
[1] https://apple.news/A4nCc20z2TJa_S_p2H57BFw
[1] https://www.theguardian.com/society/2022/dec/22/hospices-bed-closures-staff-cuts-energy-bills-soar?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1671690218

Top URLs in Tweet in G3:
[56] https://www.usaid.gov/news-information/press-releases/jul-18-2022-united-states-provides-nearly-1-3-billion-assistance-horn-of-africa
[7] https://ishr.org/tigray-rape-as-weapon-of-war-in-tigray-ethiopia/
[2] https://twitter.com/alena4tigray/status/1606867671513022465
[1] https://www.icrcnewsroom.org/preview/en/2045/ethiopia-rare-footage-from-tigray-shows-health-crisis?mc_phishing_protection_id=28047-cedknq2du81apcm5pp1g
[1] https://twitter.com/Alena4Tigray/status/1606867671513022465?t=B27-m-CJt4Zt98dwYQRVbQ&s=09
[1] https://twitter.com/DawitDigital/s
[1] https://twitter.com/DawitDigital/status/1606388473371496452
[1] https://twitter.com/yaredinho_r9/status/1606746393636487170?s=20&t=uOTXYHa_RhSYhO-hN5y8vw
[1] https://twitter.com/Alena4Tigray/status/1606867671513022465
[1] https://ishr.org/tigray-rape-as-weapon

Top URLs in Tweet in G4:
[7] https://www.opendemocracy.net/en/nhs-nurses-strike-big-pharma-medicine-profits/?utm_term=Autofeed&utm_campaign=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1671927219
[1] https://twitter.com/andrewmeyerson/status/1606690088439758848
[1] https://www.theguardian.com/society/2022/nov/27/no-10-hiring-of-private-healthcare-lobbyist-prompts-privatisation-concern
[1] https://www.opendemocracy.net/en/5050/female-genital-mutilation-fgm-texas-trans-healthcare/?utm_source=oD%20Daily%20SEGMENT&utm_medium=email&utm_campaign=Texas%20bill%20attempts%20to%20criminalise%20healthcare%20for%20trans%20youth&_kx=abdmsfSZdS7A_RBncr4eic_rkGCeJL66Zq6KneepCu0%3D.YjCYwm
[1] https://www.theguardian.com/commentisfree/2022/dec/12/private-hospitals-nhs-labour-wes-streeting-healthcare
[1] https://twitter.com/AntiWarParty1/status/1606742419856576512
[1] https://yorkshirebylines.co.uk/news/brexit/learning-the-lessons-of-brexit-trade/

Top URLs in Tweet in G5:
[1] https://twitter.com/MangoAnglo/status/1605717307606671364

Top URLs in Tweet in G6:
[13] https://economictimes.indiatimes.com/industry/healthcare/biotech/pharmaceuticals/costs-of-127-medicines-set-to-go-down-post-nppas-5th-price-cap/articleshow/96416516.cms?utm_source=ETTopNews&utm_medium=HP&utm_campaign=TN&utm_content=23
[5] http://letstalk-city.com/gujarat/news_detail/view/97201
[5] https://gujarati.news18.com/
[1] https://www.cnbctv18.com/healthcare/covid-19-in-india-latest-news-flight-guidelines-international-passengers-air-suvidha-rt-pcr-mandatory-china-japan-korea-bangkok-15501011.htm
[1] https://www.cnbctv18.com/healthcare/coronavirus-live-updates-covid-19-cases-december-22-narendra-modi-review-meeting-bf7-new-variant-advisory-mandaviya-delhi-maharashtra-kerala-15481511.htm
[1] https://www.cnbctv18.com/healthcare/coronavirus-live-updates-latest-omicron-bf7-news-covid-guidelines-today-in-india-mansukh-mandaviya-narendra-modi-delhi-maharashtra-kerala-15490241.htm
[1] https://www.cnbctv18.com/healthcare/govt-approves-bharat-biotech-nasal-vaccine-incovacc-launched-on-co-win-app-today-15491831.htm
[1] https://hindi.moneycontrol.com/news/india/bird-flu-in-kerala-over-6000-birds-culled-in-keralas-kottayam-after-bird-flue-outbreak-959731.html
[1] https://www.livemint.com/news/india/modiled-govt-has-made-indian-healthcare-future-ready-subhas-sarkar-11671796126915.html
[1] https://economictimes.indiatimes.com/industry/healthcare/biotech/pharmaceuticals/india-recognised-as-pharmacy-of-the-world-fm-nirmala-sitharaman/articleshow/96484228.cms?from=mdr

Top URLs in Tweet in G7:
[1] https://www.mirror.co.uk/news/politics/rishi-sunak-under-pressure-over-25739649?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2323087/
[1] https://wise.com/us/blog/healthcare-system-in-the-netherlands
[1] https://www.ing.lu/content/siteing/en/Individuals/my-money/categories/lifestyle/how-does-the-healthcare-system-work-in-luxembourg-.html
[1] https://twitter.com/maxinewade/status/1605894996967788544
[1] https://www.teaminternational.com/ai-in-healthcare/

Top URLs in Tweet in G8:
[1] https://twitter.com/garnet_2203/status/1605559739324080128
[1] https://twitter.com/datatechsoln/status/1605549741512720385
[1] https://twitter.com/datatechsoln/status/1560938197835808769
[1] https://twitter.com/HurleyOCHUCUPE/status/1606334505584828416
[1] https://twitter.com/HMAnderson39/status/1606224767543017472
[1] https://twitter.com/goldstone_tony/status/1606005029793501185
[1] https://twitter.com/jburnmurdoch/status/1606223922474627073
[1] https://twitter.com/GBNEWS/status/1605876775661096961

Top URLs in Tweet in G9:
[3] https://medium.com/codex/the-impact-of-ai-on-healthcare-how-to-make-the-models-work-16ee304b6bc8
[3] https://www.dailymail.co.uk/health/article-11549801/NHS-hopes-new-artificial-intelligence-software-able-spot-damage-heart-scans-seconds.html
[2] https://www.weforum.org/impact/data-access-to-healthcare-in-rwanda/
[2] https://www.forbes.com/sites/forbesbusinesscouncil/2022/01/10/using-ai-and-machine-learning-to-improve-the-health-insurance-process/?sh=319e036f42b1
[2] https://venturebeat.com/ai/the-opportunities-ai-is-unlocking-for-healthcare-operations/
[1] https://news.intelligentworld.org/discover-new-tech/?utm_source=TwtRvL&utm_medium=Pst&utm_campaign=AmzIn&utm_content=PO-0008072-IW-Cmp-PckAmzi-2-11-22-Promo-14-Smart-Hospital
[1] https://www.forbes.com/sites/jenniferpalumbo/2022/12/23/why-mentorship-opportunities-for-women-in-healthcare-matters/?sh=2ca5c6f31899
[1] https://www.techment.com/resources/whitepaper/digital-acceleration-in-healthcare-12-mega-trends-shaping-its-transformation/
[1] https://www.mckinsey.com/mhi/our-insights/the-secret-to-great-health-escaping-the-healthcare-matrix
[1] https://www.fastcompany.com/90825288/heres-why-big-tech-has-failed-to-disrupt-healthcare

Top Domains
Top Domains in Tweet in Entire Graph:
[219] twitter.com
[84] co.uk
[59] indiatimes.com
[57] amazon.com
[56] usaid.gov
[53] reuters.com
[34] youtube.com
[34] childrenshealthdefense.org
[25] thehill.com
[21] nhs.uk

Top Domains in Tweet in G1:
[66] twitter.com
[55] amazon.com
[39] co.uk
[25] indiatimes.com
[15] google.com
[14] remotejobhuntbuddy.com
[13] reuters.com
[13] careerarc.com
[9] nhs.uk
[9] youtube.com

Top Domains in Tweet in G2:
[4] theguardian.com
[2] twitter.com
[1] apple.news

Top Domains in Tweet in G3:
[56] usaid.gov
[8] ishr.org
[7] twitter.com
[1] icrcnewsroom.org
[1] theconversation.com

Top Domains in Tweet in G4:
[8] opendemocracy.net
[2] twitter.com
[2] theguardian.com
[1] co.uk

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[14] indiatimes.com
[5] letstalk-city.com
[5] news18.com
[4] cnbctv18.com
[1] moneycontrol.com
[1] livemint.com
[1] gov.in
[1] twitter.com

Top Domains in Tweet in G7:
[1] co.uk
[1] nih.gov
[1] wise.com
[1] ing.lu
[1] twitter.com
[1] teaminternational.com

Top Domains in Tweet in G8:
[8] twitter.com

Top Domains in Tweet in G9:
[3] medium.com
[3] forbes.com
[3] co.uk
[2] weforum.org
[2] venturebeat.com
[2] mckinsey.com
[1] intelligentworld.org
[1] techment.com
[1] fastcompany.com
[1] morganstanley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[819] healthcare
[297] health
[232] nature
[168] wellness
[162] love
[158] android
[158] bookboost
[158] animation
[158] 247wowom
[76] dementia



Top Hashtags in Tweet in G1:
[309] healthcare
[72] health
[35] merrychristmas
[33] medical
[23] news
[21] nhs
[20] christmas
[15] covid19
[15] remotejobs
[14] remotework

Top Hashtags in Tweet in G2:
[3] nhs
[2] toryliars
[1] saveournhs
[1] newscorpse
[1] nhsstrike
[1] nhsstrikenow

Top Hashtags in Tweet in G3:
[62] eritreaoutoftigray
[61] amharaoutoftigray
[15] tigraygenocide
[8] tigray
[3] hear
[3] pk
[3] cash
[3] visa
[3] access
[3] supportp2p1pakistan

Top Hashtags in Tweet in G4:
[14] nhs
[14] saveournhs
[1] sosnhs
[1] peoplenotprofit
[1] supportourhealthworkers

Top Hashtags in Tweet in G6:
[16] healthcare
[9] covid19
[6] coronavirusupdates
[5] pharmacists
[5] કેન્સર
[5] સુગર
[5] પેરાસિટામોલ
[5] narendramodi
[5] letstalkgujarat
[5] gujarat

Top Hashtags in Tweet in G7:
[2] healthcare
[2] uk
[2] nhs
[1] nhsstrikes
[1] nhsprivatisation
[1] enoughisenough
[1] fairpayfornursing

Top Hashtags in Tweet in G8:
[3] ontario
[3] medmal
[2] healthcare
[2] dougford
[1] greenspace
[1] education
[1] endoflife
[1] healthcrisis
[1] christmas
[1] onstorm

Top Hashtags in Tweet in G9:
[34] healthcare
[26] ai
[13] camera
[12] healthtech
[8] 5g
[8] artificialintelligence
[7] huaweipartner
[7] innovation
[7] technology
[6] machinelearning

Top Hashtags in Tweet in G10:
[1] nhs
[1] c4news
[1] enoughisenough
[1] nhsstrikes
[1] nursesstrike
[1] socialistsunday

Top Words
Top Words in Tweet in Entire Graph:
[5097] healthcare
[997] medical
[949] need
[835] women
[817] #healthcare
[816] nhs
[815] provide
[729] supplies
[727] tigrayan
[726] health

Top Words in Tweet in G1:
[793] healthcare
[309] #healthcare
[156] christmas
[135] more
[114] health
[109] merry
[103] क
[86] care
[73] year
[72] #health

Top Words in Tweet in G2:
[385] danielgoyal
[280] nhs
[247] staff
[240] govt
[239] negotiate
[239] refusal
[239] really
[239] light
[239] decade
[239] shone

Top Words in Tweet in G3:
[727] medical
[727] tigrayan
[722] need
[721] icrc
[721] provide
[718] 120k
[718] girls
[718] supplies
[718] usaidgh
[718] therefore

Top Words in Tweet in G4:
[229] healthcare
[193] nhs
[178] 10
[177] years
[177] system
[176] here's
[176] planet
[176] ranked
[176] reminder
[176] xmas

Top Words in Tweet in G5:
[172] healthcare
[171] setting
[171] humiliate
[171] yeah
[171] extremists
[171] outside
[171] guess
[171] mean
[171] stood
[171] abortion

Top Words in Tweet in G6:
[63] narendramodi
[57] healthcare
[34] स
[34] क
[32] sansthan
[32] today
[31] rajkot
[31] video
[31] 11
[31] mahotav

Top Words in Tweet in G7:
[62] nhs
[50] healthcare
[25] facing
[25] millions
[25] cash
[24] lack
[24] jobs
[24] whatever
[24] luxury
[24] non

Top Words in Tweet in G8:
[80] healthcare
[76] jburnmurdoch
[74] deaths
[62] those
[40] years
[39] show
[39] nhs
[38] data
[38] health
[37] deterioration

Top Words in Tweet in G9:
[32] #healthcare
[26] #ai
[20] healthcare
[13] smallest
[13] guinness
[13] book
[13] size
[13] world's
[13] ov6948
[13] albertoemachado

Top Words in Tweet in G10:
[69] lbc
[65] dishonest
[65] james
[65] callous
[65] disingenuous
[65] gross
[65] uncaring
[65] '
[65] deceitful
[65] contemptuous

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[722] medical,supplies
[721] women,girls
[719] provide,medical
[718] icrc,provide
[718] 120k,tigrayan
[718] usaidgh,icrc
[718] girls,brutally
[718] brutally,raped
[718] therefore,need
[718] tigrayan,women

Top Word Pairs in Tweet in G1:
[108] merry,christmas
[45] healthcare,market
[44] tech,group
[43] group,seeks
[43] bid,foothold
[43] corporate,employees
[43] seeks,more
[43] access,corporate
[43] more,access
[43] 4tn,healthcare

Top Word Pairs in Tweet in G2:
[239] light,decade
[239] staff,really
[239] refusal,negotiate
[239] really,shone
[239] govt,refusal
[239] negotiate,nhs
[239] shone,light
[239] nhs,staff
[238] danielgoyal,govt
[80] advancements,fine

Top Word Pairs in Tweet in G3:
[718] brutally,raped
[718] usaidgh,icrc
[718] need,usaidgh
[718] medical,supplies
[718] therefore,need
[718] raped,therefore
[718] women,girls
[718] provide,medical
[718] 120k,tigrayan
[718] icrc,provide

Top Word Pairs in Tweet in G4:
[176] reminder,10
[176] here's,xmas
[176] 10,years
[176] planet,ranked
[176] ago,nhs
[176] years,ago
[176] xmas,reminder
[176] healthcare,system
[176] system,planet
[176] nhs,best

Top Word Pairs in Tweet in G5:
[171] anti,abortion
[171] humiliate,two
[171] setting,humiliate
[171] abortion,extremists
[171] healthcare,setting
[171] outside,healthcare
[171] two,anti
[171] extremists,yeah
[171] stood,outside
[171] mean,stood

Top Word Pairs in Tweet in G6:
[31] sansthan,video
[31] video,conferencing
[31] amrut,mahotav
[31] today,address
[31] mahotav,shree
[31] address,amrut
[31] rajkot,sansthan
[31] gurukul,rajkot
[31] shree,swaminarayan
[31] 11,today

Top Word Pairs in Tweet in G7:
[24] facing,lack
[24] whatever,crisis
[24] crisis,nhs
[24] nhs,facing
[24] cash,millions
[24] lack,cash
[24] millions,waste
[24] luxury,non
[24] non,jobs
[24] waste,luxury

Top Word Pairs in Tweet in G8:
[37] deterioration,public
[37] data,avoidable
[37] avoidable,deaths
[37] nhs,pressures
[37] public,health
[37] pressures,wider
[37] those,mounting
[37] wider,deterioration
[37] health,show
[37] show,data

Top Word Pairs in Tweet in G9:
[13] guinness,book
[13] size,grain
[13] sand,omnivision
[13] world's,smallest
[13] smallest,#camera
[13] omnivision,ov6948
[13] grain,sand
[13] book,records
[13] #camera,size
[13] makes,guinness

Top Word Pairs in Tweet in G10:
[65] contemptuous,gross
[65] uncaring,contemptuous
[65] callous,cruel
[65] deceitful,uncaring
[65] dishonest,callous
[65] cruel,disingenuous
[65] disingenuous,deceitful
[60] ',fuming
[60] fuming,james
[60] gross,'

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@thatericalper
@rin_healthcare
@donaldbkipkorir
@3yearletterman
@chingfordchriss
@tomhfh
@rishisunak
@elonmusk
@sc_cath

Top Replied-To in G1:

Top Replied-To in G2:
@dgurdasani1
@nitromanuk
@cider_meister
@danielgoyal
@rjbarfield1

Top Replied-To in G3:
@potus
@usambkabul
@boomermays
@dannolane
@fetratnadeem
@ow_glacier
@un_hrc

Top Replied-To in G4:
@tykethat2
@bluebirds999
@steffy_cairns
@lesyoung01

Top Replied-To in G5:
@ava_washere_

Top Replied-To in G6:
@narendramodi
@ravi4354
@drjssuri

Top Replied-To in G7:
@rishisunak
@philwoodford
@johnredwood
@stevebarclay
@clarkemicah
@meechn_nigel
@tstandfield1789
@ian_tweats
@thfc_cody
@katynurse27

Top Replied-To in G8:
@fordnation
@jburnmurdoch
@garnet_2203
@iamdavidmiller
@adam_toy
@dickzoutman
@justintrudeau
@nedwards_1
@tonymac5
@truth_quest30

Top Replied-To in G9:
@alyoshakaramba
@mailonline
@paul_b_coleman
@geraltsbathtub
@alfredmountbat1

Top Replied-To in G10:
@darrengrimes_
@thejameswhale
@lbc
@richardjmurphy
@ukcommentator1
@mrjamesob
@saran12533752
@craignikolic
@centristjim1
@grich_the

Top Mentioned
Top Mentioned in Entire Graph:
@icrc
@usaidgh
@danielgoyal
@andrewmeyerson
@c
@pickle_bee
@mhdksafa
@potus
@ranak72
@jburnmurdoch

Top Mentioned in G1:
@visionri_
@onewellnessng
@yuthconnect
@imeweb
@curacel
@kanchan_0128
@sciencepod
@tesladiagnostix

Top Mentioned in G2:
@danielgoyal
@marktodd_pol
@eyeswideopen69
@normanjam671
@brozapine
@goodlawproject
@marcuschown
@moonchic
@dgurdasani1
@kit_yates_maths

Top Mentioned in G3:
@icrc
@usaidgh
@potus
@statedept
@lilitdf21
@genet73100603
@nikobersabel
@knkoiii
@samrawitkalayu7
@tdftigray8

Top Mentioned in G4:
@andrewmeyerson
@c
@bluebirds999
@lesyoung01
@danielgoyal
@opendemocracy
@bestforbritain
@theonlypeterkay
@tykethat2
@nhsdismantling

Top Mentioned in G5:
@pickle_bee
@danielgoyal

Top Mentioned in G6:
@narendramodi
@mansukhmandviya
@pmoindia
@mohfw_india
@pbns_india
@jm_scindia
@narendramodi_in
@gujarattfgp
@nsithar
@pratimabhoumik

Top Mentioned in G7:
@leokearse
@conservatives
@johnredwood
@frankie61h
@stevebarclay
@uklabour
@rishisunak
@brexitpirates
@talktv
@gmb_union

Top Mentioned in G8:
@jburnmurdoch
@fordnation
@justintrudeau
@garnet_2203
@tomhcalver
@ontariopccaucus
@salarmyon
@sjwrenlewis
@natashafatah
@truth_quest30

Top Mentioned in G9:
@albertoemachado
@shi4tech
@nicochan33
@ronald_vanloon
@ingliguori
@huawei
@stratorob
@mvollmer1
@frronconi
@ianljones98

Top Mentioned in G10:
@lbc
@darrengrimes_
@mrjamesob
@woodgnomology
@dave43law
@nickferrarilbc
@danielgoyal
@richardjmurphy
@emergmeddr
@sweetie44444

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@jurylady5
@gambiste1
@robinsnewswire
@alhanda
@phildecarolis
@crweworld
@cybersecurityn8
@roblwilson

Top Tweeters in G1:
@robinsnewswire
@crweworld
@flashalert_me
@newsfilterio
@blackcentaurfx
@dev_discourse
@stckpro
@donotgiveuphope
@drpatfarrell
@quantisnow

Top Tweeters in G2:
@catwoman1979
@portraitinflesh
@hacketttom
@bernardmceldown
@den_fabrizi
@dorothy90237074
@thecranecraney
@jagxjr40
@ellih53
@tymvirginia

Top Tweeters in G3:
@tsrha_kw
@tdf_forlife
@mesiihiluf
@lillyanapk
@nigsti_tigray
@hrite_hailu
@inforenique
@heav_en1
@yemane_birhan
@galgebru

Top Tweeters in G4:
@david96212152
@evelyns51868235
@philt5116
@urbanwitch9
@paul68958640
@sirenmoonbee
@nycbroadwaybaby
@chrisrbarry
@michaelh14
@avocet41

Top Tweeters in G5:
@whyyynik
@_bandssavefans
@todh0eroki
@mxsharknado93
@ujeanlnwza
@izumisenmx
@timmyortommy
@pikarpette
@ridleyowa
@roseblack2222

Top Tweeters in G6:
@airnewsalerts
@ians_india
@j_ashwani
@cnbctv18news
@therkmalviya
@arvind_joshi
@zeebusiness
@bjp4india
@vibhavsingh7140
@mpjohnson_ch

Top Tweeters in G7:
@mickgreenhough
@iromg
@brokentwitty
@johjohjoh12
@dianewashr
@ravanelliterry
@rockapepolitics
@oldtoonloon
@delia72_delia
@nick_boro1

Top Tweeters in G8:
@laurendownsouth
@mini_bubbly
@paulbernaluk
@huwsayer
@jodikoberinski
@tomdcoates
@cbcnews
@fjvjjo
@downtownrob88
@cjayanetti

Top Tweeters in G9:
@gezgintrk
@nicochan33
@mailonline
@forbes
@sharpeleven
@akwyz
@shi4tech
@gvalan
@drferdowsi
@drtommartinphd

Top Tweeters in G10:
@sandradunn1955
@calvincasino
@ronague
@lbc
@europefife
@woodgnomology
@roger__mccarthy
@avrilcoelho
@rupertcheek
@markhorner


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