schoolreopening, Twitter, 9/19/2020 4:12:02 AM, 235448


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schoolreopening_2020-09-18_19-53-24.xlsx
schoolreopening_2020-09-18_19-53-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
schoolreopening via NodeXL https://bit.ly/3mvYB3T
@viralvideovlogs
@aliyu_chakamz
@sir__mbo
@fahard_ishaq
@masud_basheer
@chalkbeat
@drrpnishank
@schoolreopening
@peter_pentane
@sachintaparia

Top hashtags:
#schoolreopening
#covid19
#schoolsreopening
#schools

Description:
Description
The graph represents a network of 15,808 Twitter users whose tweets in the requested range contained "schoolreopening", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 03:15 UTC.

The requested start date was Saturday, 19 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 35-day, 17-hour, 33-minute period from Friday, 14 August 2020 at 06:00 UTC to Friday, 18 September 2020 at 23:33 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 : 15808
Unique Edges : 11528
Edges With Duplicates : 26213
Total Edges : 37741
Number of Edge Types : 5
Tweet : 5224
Replies to : 636
Retweet : 11249
MentionsInRetweet : 17263
Mentions : 3369
Self-Loops : 5658
Reciprocated Vertex Pair Ratio : 0.0121108193558759
Reciprocated Edge Ratio : 0.0239318049452004
Connected Components : 3785
Single-Vertex Connected Components : 2464
Maximum Vertices in a Connected Component : 7957
Maximum Edges in a Connected Component : 24719
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 9.453397
Graph Density : 7.55851709730404E-05
Modularity : 0.514874
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 15,808 Twitter users whose tweets in the requested range contained "schoolreopening", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 03:15 UTC.

The requested start date was Saturday, 19 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 35-day, 17-hour, 33-minute period from Friday, 14 August 2020 at 06:00 UTC to Friday, 18 September 2020 at 23:33 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 : schoolreopening
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:
[68] https://www.nlesd.ca/families/schoolreopening.jsp
[49] http://www.browardschools.com/schoolreopening
[40] https://hustlersimbizo.com/
[25] https://www.thecovidmonitor.com/
[23] https://www.eventbrite.com/e/save-lives-and-stop-the-deadly-return-to-school-tickets-118544721453
[22] https://chat.whatsapp.com/KYHOgBglfmX5zXWdrlFxYH
[19] https://peteramunga.com/2020/09/17/kenyans-should-prepare-to-pay-heavily-from-their-pockets-for-schoolreopening/
[18] https://jamanetwork.com/journals/jama/fullarticle/2769835
[17] https://www.youtube.com/watch?v=TR2sRMrwtfw&feature=youtu.be

[17] https://zoom.us/webinar/register/WN_w1VkabaMTRCls0mIKGKRhg

Top URLs in Tweet in G1:
[7] https://www.nlesd.ca/families/schoolreopening.jsp
[5] https://itunes.apple.com/gb/app-bundle/ibbleobble-brainbox-fun-numbers/id1034869618?mt=8
[5] https://www.youtube.com/watch?v=ywf7bNfLf6U&feature=youtu.be

[5] https://www.christianschoolproducts.com/school-classroom-social-distancing-solutions-through-classroom-furnishings/
[4] https://www.youtube.com/watch?v=S3VHxASQaI0

[4] https://www.youtube.com/watch?v=zJTaBlNuYJE

[4] https://www.youtube.com/watch?v=F4QA0kTU_oA&t=196s

[3] https://twitter.com/DGBassani/status/1294707856462295041
[3] https://twitter.com/cgchemK/status/1294455973403336705
[3] https://www.zazzle.com/math_formulas_and_numbers_on_blackboard_hand_sanitizer_packet-256893462315715206

Top URLs in Tweet in G2:
[4] https://www.iheartradio.ca/am800/news/windsor-regional-hospital-ceo-calling-for-clarity-ahead-of-return-to-school-1.13230697
[2] https://twitter.com/mmilleneao/status/1302640514328649731
[1] https://twitter.com/i/web/status/1302200601678426112
[1] https://twitter.com/i/web/status/1304575223220580352
[1] https://twitter.com/i/web/status/1306747696326246400
[1] https://twitter.com/i/web/status/1306575726548865030
[1] https://twitter.com/i/web/status/1305933464441683968
[1] https://twitter.com/tvo/status/1303310366110171136
[1] https://twitter.com/i/web/status/1303477801316757507
[1] https://twitter.com/drmwarner/status/1296851169235603459?s=20

Top URLs in Tweet in G3:
[2] https://twitter.com/AutismAdvocacy_/status/1301678630154760192
[2] https://twitter.com/DGBassani/status/1294707856462295041
[1] https://www.covkidproject.org/
[1] https://twitter.com/i/web/status/1304047195113611264
[1] https://twitter.com/i/web/status/1294322641206161409
[1] https://twitter.com/i/web/status/1304448992122736645
[1] https://en.wikipedia.org/wiki/2005_Atlantic_hurricane_season
[1] https://twitter.com/zedscience/status/1300806705886838784
[1] https://toronto.citynews.ca/2020/09/03/exclusive-staff-member-at-brampton-elementary-school-tests-positive-for-covid-19/
[1] https://twitter.com/TheEagle1009/status/1300769153293271048

Top URLs in Tweet in G4:
[10] https://gadflyonthewallblog.com/2020/09/05/steel-valley-schools-will-reopen-fully-remote-rather-than-compromise-on-safety/
[6] https://www.eventbrite.com/e/college-corner-students-discuss-higher-ed-amid-covid-19-tickets-118675905829
[3] Stories&pgtype=Homepage
[3] https://kfor.com/news/moore-student-who-knowingly-had-covid-19-attends-school/
[2] https://tn.chalkbeat.org/2020/9/9/21429632/memphis-parents-students-tell-us-about-online-learning-virtual-school
[2] https://www.eventbrite.com/e/student-roundtable-stories-from-an-uncertain-fall-semester-tickets-117796122373
[2] https://philadelphia.chalkbeat.org/2020/8/17/21366291/heres-what-you-need-to-know-about-the-virtual-reopening-of-philadelphia-public-schools
[2] https://newark.chalkbeat.org/2020/9/1/21417663/newark-laptop-shortage-virtual-learning
[2] https://rdene915.com/2020/08/13/conundrum-schooling-part-deux/
[2] https://www.nytimes.com/2020/08/17/well/family/children-sleep-pandemic.html?surface=home-discovery-vi-prg&fellback=false&req_id=546097012&algo=identity&imp_id=376848275&action=click&module=Science

Top URLs in Tweet in G5:
[5] https://api.whatsapp.com/send?phone=&text=&source=&data=
[1] https://twitter.com/i/web/status/1303250902233608194

Top URLs in Tweet in G7:
[6] https://www.youtube.com/watch?v=_IE_EPtwlA4&feature=youtu.be

[2] https://english.jagran.com/education/unlock-4-here-s-when-schools-will-reopen-in-delhi-mumbai-and-up-check-state-wise-status-10016603
[2] https://thefactindia.com/school-guideline-schools-are-opening-from-september-21-these/
[2] https://thefactindia.com/schools-open-from-wuhan-to-london-know-when-schools-will-open-in-india/
[1] https://twitter.com/i/web/status/1291938693918232576
[1] https://twitter.com/FaceTheNation/status/1294325470654324736
[1] https://twitter.com/anonymousprofs/status/1304598788024262656
[1] https://twitter.com/i/web/status/1303191873662726145
[1] https://twitter.com/i/web/status/1303190662217699328
[1] https://twitter.com/bailrs/status/1299059501316800512

Top URLs in Tweet in G8:
[4] https://schools.forhealth.org/risk-reduction-strategies-for-reopening-schools/healthy-buildings/
[4] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/student-becomes-sick-diagnosis-flowchart.html
[4] https://www.news-medical.net/news/20200914/Balancing-COVID-19-risk-with-educational-benefits-in-school-reopening-decisions.aspx
[2] https://www.nfaap.org/sso/sso.aspx?action=gettoken&nfredirect=https://services.aap.org/en/my-account/login/SSOCheck/
[2] https://www.theguardian.pe.ca/opinion/local-perspectives/guest-opinion-finding-bugs-under-the-fridge-through-better-testing-462310/
[1] https://www.medrxiv.org/content/10.1101/2020.08.03.20165589v1
[1] https://twitter.com/i/web/status/1306455164665180161
[1] https://twitter.com/i/web/status/1302420531187195904
[1] https://twitter.com/i/web/status/1294381889843793920
[1] https://twitter.com/i/web/status/1294397634292191232

Top URLs in Tweet in G9:
[6] http://www.fiverr.com/161230311?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=9Gzk4E
[4] https://buildingstatecapability.com/2020/09/09/charting-a-new-course-education-systems-after-covid-19/#more-4024
[3] http://www.fiverr.com/169589141?utm_campaign=gigs_show&utm_medium=shared&utm_source=copy_link&utm_term=lv780y
[2] https://apnews.com/ba81cd9c9d827ee242c59b83c9ab4ba4
[2] https://www.france24.com/en/20200828-dozens-of-beirut-schools-damaged-by-port-blast-won-t-reopen-this-autumn?ref=tw
[2] https://thomashatch.org/2020/09/02/small-steps-to-big-changes-in-schools/
[2] https://www.smh.com.au/national/nsw/thousands-of-nsw-students-never-returned-to-school-after-lockdown-20200901-p55rai.html
[2] https://www.firstpost.com/health/what-twelve-nations-regions-are-doing-to-get-students-safely-back-in-schools-amid-coronavirus-lockdown-8771011.html
[2] https://oigetit.com/
[2] https://www.fiverr.com/171862358?gig_id=171862358&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=

Top URLs in Tweet in G10:
[25] https://www.thecovidmonitor.com/
[1] https://twitter.com/i/web/status/1296911519502995456
[1] https://twitter.com/i/web/status/1296942632334241796
[1] https://twitter.com/i/web/status/1296911946281816072
[1] https://kappanonline.org/russo-how-to-cover-covid-cases-in-schools/
[1] https://twitter.com/LSeabrookWFTV/status/1301619837442162689
[1] https://twitter.com/repteddeutch/status/1300565923485671424
[1] https://twitter.com/cuomoprimetime/status/1300607796237524995
[1] https://twitter.com/rweingarten/status/1300891785930117121
[1] https://twitter.com/floridaea/status/1296582163186561024

Top Domains
Top Domains in Tweet in Entire Graph:
[2302] twitter.com
[350] youtube.com
[80] google.com
[79] nlesd.ca
[71] chalkbeat.org
[59] wsws.org
[58] fiverr.com
[55] co.uk
[55] browardschools.com
[42] hustlersimbizo.com

Top Domains in Tweet in G1:
[927] twitter.com
[156] youtube.com
[41] google.com
[29] redbubble.com
[26] instagram.com
[20] co.uk
[20] fiverr.com
[18] blogspot.com
[14] com.ng
[10] christianschoolproducts.com

Top Domains in Tweet in G2:
[47] twitter.com
[4] iheartradio.ca
[3] cp24.com
[2] fw.to
[1] omny.fm
[1] ctvnews.ca
[1] outline.com
[1] lfpress.com
[1] fortune.com
[1] cbc.ca

Top Domains in Tweet in G3:
[11] twitter.com
[1] covkidproject.org
[1] wikipedia.org
[1] citynews.ca

Top Domains in Tweet in G4:
[74] twitter.com
[68] chalkbeat.org
[10] eventbrite.com
[10] gadflyonthewallblog.com
[8] nytimes.com
[5] cnn.com
[3] youtube.com
[3] linkedin.com
[3] kfor.com
[2] rdene915.com

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

Top Domains in Tweet in G7:
[51] twitter.com
[7] youtube.com
[4] thefactindia.com
[2] abplive.com
[2] jagran.com
[2] bhaskar.com
[2] ctvnews.ca
[2] frontlist.in
[1] politico.com
[1] cnn.com

Top Domains in Tweet in G8:
[76] twitter.com
[5] cdc.gov
[4] forhealth.org
[4] news-medical.net
[2] nfaap.org
[2] medrxiv.org
[2] wired.com
[2] pe.ca
[1] cps.ca
[1] cnn.com

Top Domains in Tweet in G9:
[64] twitter.com
[12] fiverr.com
[5] nytimes.com
[4] buildingstatecapability.com
[4] apnews.com
[4] cnn.com
[3] axios.com
[3] theguardian.com
[3] facebook.com
[2] npr.org

Top Domains in Tweet in G10:
[25] thecovidmonitor.com
[17] twitter.com
[1] kappanonline.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10521] schoolreopening
[1770] covid19
[1363] schoolsreopening
[705] schools
[577] coronavirus
[547] covid_19
[438] education
[404] backtoschool
[398] covid
[392] school



Top Hashtags in Tweet in G1:
[2446] schoolreopening
[366] schoolsreopening
[293] covid19
[167] school
[135] backtoschool
[104] education
[103] coronavirus
[96] schools
[88] backtoschool2020
[63] youtube

Top Hashtags in Tweet in G2:
[722] schoolreopening
[280] safeseptember
[109] onpoli
[78] covid
[44] onted
[42] dougfraud
[35] osstf
[29] firstdayofschool
[22] ontario
[20] ltc

Top Hashtags in Tweet in G3:
[737] schoolreopening
[308] schools
[307] covid_19
[307] schoolfight
[208] onpoli
[191] firstdayofschool
[13] covid19
[9] coronavirus
[5] pandemic
[4] schoolsmustshutdown

Top Hashtags in Tweet in G4:
[391] schoolreopening
[84] nycschools
[71] covidedu
[56] edchat
[54] covid19
[44] k12
[38] coronavirus
[25] martin
[24] backtoschool2020
[21] education

Top Hashtags in Tweet in G5:
[377] schoolreopening
[174] bigbrothernaijalockdown
[36] reopennigeriaschoolsnow
[36] schoolsreopening
[15] airforcethread
[5] schoolresumption
[2] layconthedepo
[1] vaseline
[1] daterushreunion
[1] adekunlegold

Top Hashtags in Tweet in G6:
[363] schoolreopening
[349] schoolsreopening
[3] bigbrother
[3] laycongoingnowhere
[3] mondaymotivation
[2] reopennigeriaschoolsnow
[1] bigbrothernaijalockdown
[1] tachanationaltreasure

Top Hashtags in Tweet in G7:
[186] schoolreopening
[72] covid19
[29] ableg
[20] schools
[20] reopencollege
[18] schoolsreopening
[17] safeseptember
[13] abed
[12] cdnpoli
[11] abpoli

Top Hashtags in Tweet in G8:
[195] schoolreopening
[86] covid19
[37] schoolreentry
[37] schoolreopenings
[30] pedsicu
[23] openpicu
[20] onpoli
[19] cdnpoli
[14] coronavirus
[14] abpoli

Top Hashtags in Tweet in G9:
[150] schoolreopening
[54] covid19
[19] notmychild
[13] education
[13] cruelladevos
[12] firedevos
[12] trumpsbestpeople
[11] us
[11] trumpisaloser
[10] coronavirus

Top Hashtags in Tweet in G10:
[138] schoolreopening
[83] covid19
[62] covid
[6] florida
[4] deathsantis
[4] backtoschool
[3] teacherstrong
[2] tracks
[2] usa
[2] floridacovidaction

Top Words
Top Words in Tweet in Entire Graph:
[10512] #schoolreopening
[3632] school
[1963] schools
[1758] #covid19
[1680] students
[1642] drmwarner
[1363] #schoolsreopening
[1218] teachers
[1066] ongov
[1051] back

Top Words in Tweet in G1:
[2443] #schoolreopening
[644] school
[366] #schoolsreopening
[294] schools
[291] #covid19
[219] back
[195] students
[172] ø
[167] #school
[160] know

Top Words in Tweet in G2:
[1634] drmwarner
[1064] ongov
[757] school
[736] plan
[722] #schoolreopening
[548] confident
[452] chief
[430] circle
[428] moment
[428] resumes

Top Words in Tweet in G3:
[737] #schoolreopening
[705] cartoon
[705] torontostar
[402] please
[398] enjoy
[394] theomoudakis
[308] #schools
[307] #covid_19
[307] #schoolfight
[306] deadder

Top Words in Tweet in G4:
[391] #schoolreopening
[247] school
[219] chalkbeat
[141] students
[120] schools
[118] know
[84] #nycschools
[83] work
[78] around
[76] doe

Top Words in Tweet in G5:
[377] #schoolreopening
[174] dog
[174] hating
[174] #bigbrothernaijalockdown
[173] thetoluoflagos
[130] schools
[129] fellow
[129] students
[129] honest
[129] really

Top Words in Tweet in G6:
[363] #schoolreopening
[350] students
[349] #schoolsreopening
[347] lecturers
[347] rush
[347] resumption
[333] peter_pentane
[16] school
[12] aleeyoumaradun
[9] asuu

Top Words in Tweet in G7:
[231] ल
[227] क
[186] #schoolreopening
[144] स
[110] र
[72] #covid19
[68] म
[68] त
[67] ख
[60] व

Top Words in Tweet in G8:
[195] #schoolreopening
[86] #covid19
[37] #schoolreentry
[37] #schoolreopenings
[36] school
[33] students
[32] nishaottawa
[30] #pedsicu
[29] mahealthforkids
[29] schools

Top Words in Tweet in G9:
[150] #schoolreopening
[54] schools
[54] #covid19
[44] school
[33] realdonaldtrump
[29] students
[24] children
[19] #notmychild
[19] sacrifice
[16] back

Top Words in Tweet in G10:
[256] georebekah
[138] #schoolreopening
[122] hillsboroughsch
[120] proud
[120] alachuaschools
[120] public
[119] polkschoolsnews
[119] commitment
[119] information
[116] reporâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[877] #schoolsreopening,#schoolreopening
[801] cartoon,torontostar
[487] please,enjoy
[485] #schoolreopening,cartoon
[482] theomoudakis,please
[462] #schoolreopening,plan
[432] school,resumes
[428] moment,school
[428] resumes,ongov
[428] ongov,concept

Top Word Pairs in Tweet in G1:
[207] #schoolsreopening,#schoolreopening
[105] back,school
[102] feel,free
[100] àª,àª
[97] free,watch
[92] watch,video
[70] ø,ø
[66] #covid19,#schoolreopening
[58] #ytcreators,#youtube
[54] covid,19

Top Word Pairs in Tweet in G2:
[441] #schoolreopening,plan
[428] moment,school
[428] school,resumes
[428] resumes,ongov
[428] ongov,concept
[428] circle,10
[427] drmwarner,moment
[426] concept,œsocial
[426] œsocial,circle
[426] 10,safeâ

Top Word Pairs in Tweet in G3:
[705] cartoon,torontostar
[398] please,enjoy
[396] #schoolreopening,cartoon
[394] theomoudakis,please
[308] #schools,#schoolreopening
[307] torontostar,#covid_19
[307] #covid_19,#schools
[307] #schoolreopening,#schoolfight
[306] deadder,cartoon
[205] enjoy,today's

Top Word Pairs in Tweet in G4:
[76] #nycschools,#schoolreopening
[74] central,doe
[74] doe,know
[73] work,central
[73] know,fact
[73] fact,policymaking
[73] policymaking,around
[73] around,#nycschools
[72] cityworkers4nyc,work
[72] #schoolreopening,incorp

Top Word Pairs in Tweet in G5:
[174] dog,hating
[174] hating,#bigbrothernaijalockdown
[174] #bigbrothernaijalockdown,#schoolreopening
[173] thetoluoflagos,dog
[129] fellow,students
[129] students,honest
[129] honest,really
[129] really,schools
[129] schools,reopen
[129] reopen,aren

Top Word Pairs in Tweet in G6:
[349] #schoolsreopening,#schoolreopening
[347] lecturers,rush
[347] rush,students
[347] students,resumption
[347] resumption,#schoolsreopening
[333] peter_pentane,lecturers
[12] aleeyoumaradun,lecturers
[5] graduate,#schoolreopening
[4] lasu,open
[4] open,school

Top Word Pairs in Tweet in G7:
[66] क,ल
[49] स,क
[46] ख,ल
[45] क,छ
[42] ल,क
[32] ल,ग
[30] द,ल
[30] ल,ल
[30] त,र
[25] #covid19,#schoolreopening

Top Word Pairs in Tweet in G8:
[35] #schoolreopening,#schoolreopenings
[27] #schoolreentry,#schoolreopening
[21] #pedsicu,#openpicu
[21] modeling,#schoolreopening
[21] #schoolreopening,found
[21] found,returning
[21] returning,elementary
[21] elementary,students
[21] students,hybrid
[21] hybrid,schedule

Top Word Pairs in Tweet in G9:
[17] #schoolreopening,#notmychild
[13] #cruelladevos,#schoolreopening
[12] meidastouch,#firedevos
[12] #firedevos,#cruelladevos
[12] #notmychild,under
[12] under,#trumpsbestpeople
[11] gimmeobama,meidastouch
[11] #trumpsbestpeople,#trumpisaloser
[10] #covid19,#schoolreopening
[9] low,income

Top Word Pairs in Tweet in G10:
[119] proud,alachuaschools
[119] alachuaschools,hillsboroughsch
[119] hillsboroughsch,polkschoolsnews
[119] polkschoolsnews,commitment
[119] commitment,public
[119] public,information
[118] georebekah,proud
[116] information,reporâ
[73] national,#schoolreopening
[70] building,national

Top Replied-To
Top Replied-To in Entire Graph:
@cmrubinworld
@realdonaldtrump
@drrpnishank
@whitehouse
@pauldarvasi
@betsydevosed
@borisjohnson
@mobilepunch
@narendramodi
@govrondesantis

Top Replied-To in G1:
@hashtagnewsu
@shineforte_sch
@sterlingnairobi

Top Replied-To in G2:
@fordnation
@mitziehunter
@a_amilne
@ongov
@theedhobo
@deaddercanada
@cochranecbc
@yvonne4tn
@bruce_arthur
@marcel_g

Top Replied-To in G3:
@therickwilson
@maritstiles
@ontspecialneeds

Top Replied-To in G4:
@betsydevosed
@doechancellor
@nycmayor
@rondesantisfl
@rweingarten
@swinglerg
@cnn
@ninaturner
@markets
@marketwatch

Top Replied-To in G5:
@mohnice__
@dyung

Top Replied-To in G6:
@symply_tacha

Top Replied-To in G7:
@drrpnishank
@narendramodi
@swamy39
@pmoindia
@joebiden
@schoolreopening
@brcdi4
@suptfennoy
@govrondesantis
@_yuvraj_1802

Top Replied-To in G8:
@htubbscooley_rn
@billius27
@jennmactavish
@kls_kat
@idmod_org
@medrxivpreprint
@drtomfrieden
@babak_javid_lab
@picardonhealth
@zachchurchill

Top Replied-To in G9:
@realdonaldtrump
@whitehouse
@gop
@betsydevosed
@msnbc
@donwinslow
@dwuhlfelderlaw
@thehill
@potus
@nytimes

Top Replied-To in G10:
@govrondesantis
@chrislhayes
@thecovidmonitor
@aslavitt
@rweingarten
@wholekitchens

Top Mentioned
Top Mentioned in Entire Graph:
@drmwarner
@ongov
@torontostar
@theomoudakis
@sflecce
@peter_pentane
@deadder
@fordnation
@georebekah

Top Mentioned in G1:
@cawcawbob
@yfislamic
@erstrategies
@prudent_writers
@abbahthy
@zakimall_ng
@xzibit_designs
@itzmarvescoop
@solangemarie35
@samuelbuttner1

Top Mentioned in G2:
@drmwarner
@ongov
@sflecce
@fordnation
@theagenda
@spaikin
@mghtoronto
@oslerhealth
@brooksfallis

Top Mentioned in G3:
@torontostar
@theomoudakis
@deadder
@ruthmkb
@drmwarner
@canadawolverine
@ez4u2say_janis
@covkidproject
@drawrader
@lysepascale

Top Mentioned in G4:
@chalkbeat
@cityworkers4nyc
@rweingarten
@chalkbeatny
@rondesantisfl
@nycpa
@nycschools
@nyccouncil
@nycmayor
@ma

Top Mentioned in G5:
@thetoluoflagos
@masud_basheer
@ayika_joshua
@crazy_kisiipean
@abdool_phd
@tutorbrave
@timiturnerrr
@sir__mbo
@pharjmusic
@instablogkogi

Top Mentioned in G6:
@peter_pentane
@aleeyoumaradun
@masud_basheer
@ibmaradun
@qwamijhune
@abdool_phd
@onyelj
@thetoluoflagos

Top Mentioned in G7:
@amytanmd
@narendramodi
@drrpnishank
@pmoindia
@abpnews
@arvindkejriwal
@eduminofindia
@sprawlcalgary
@msisodia
@adrianalagrange

Top Mentioned in G8:
@nishaottawa
@mahealthforkids
@pipsqc
@stephenwpatrick
@idmod_org
@kathyaugerpeds
@meganranney
@ntqrt
@drjfriedman
@jkwan_md

Top Mentioned in G9:
@realdonaldtrump
@gimmeobama
@nytimes
@meidastouch
@usatoday
@intl_ed_news
@gavinnewsom
@cvat2020
@eddevtrust
@whitehouse

Top Mentioned in G10:
@georebekah
@hillsboroughsch
@alachuaschools
@polkschoolsnews
@thecovidmonitor
@alexanderrusso
@chrislhayes
@joshfoxfilm
@wholekitchens
@floridaea

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@paul_cude
@dichristine
@alhanda
@edinburghwatch
@threadreaderapp
@monicasloves
@ronniehowlett3
@littlebytesnews

Top Tweeters in G1:
@blackirishi
@wusa9
@pippaprice3
@safetymentalst
@ketan72
@dd9000
@nawaiwaqt_
@pinklionheart
@suchtvnews
@reporters_large

Top Tweeters in G2:
@chuddles11
@joannecangal
@sie_kensou77
@meeksvs
@suepeac
@paladine
@natricer
@ruthmkb
@kevinrns
@tintie4

Top Tweeters in G3:
@ronniehowlett3
@ez4u2say_janis
@britpoptarts
@katcapps
@_silversmith
@mrkalman
@allan_crawshaw
@murfad
@virgiliocorrado
@jinxy_minxy

Top Tweeters in G4:
@businessinsider
@reuters
@ladylakemusic
@progressivedrey
@politico
@cnn
@abc7ny
@nshrubs
@marketwatch
@flightbomb

Top Tweeters in G5:
@deeva4dlord
@pirowbanks
@badstiles
@switflav
@2019africa
@meetolamide
@allezamani
@ohloowatoscene
@lilsalm_
@iamkingmonye

Top Tweeters in G6:
@karlos_240
@itz_iyisam
@gistfactory
@babalolat8
@oapaynigeria
@mwanekih
@_oduwaa
@abdulahmed332
@_omolola_gold
@kinging_david

Top Tweeters in G7:
@roripierpont1
@frazzling
@zeerajasthan_
@aajtak
@softgrasswalker
@republic
@viralvideovlogs
@abpnews
@bjp4india
@77kingofthereds

Top Tweeters in G8:
@ctvatlantic
@brajkovicdb
@drkynast
@wr_record
@mhpoison1
@mededbot
@johnsam57668631
@zeynep
@mlgg2
@kayan2727

Top Tweeters in G9:
@openletterbot
@thehill
@ndtv
@guardian
@business
@firstpost
@gumboqueen3030
@foxnews
@nytimes
@france24

Top Tweeters in G10:
@tomthunkitsmind
@trumpwatchnews
@arriadna
@planetscape
@thekeeper2016
@paulmcclintock
@marti431uew
@sharonvt75
@textifyer59
@cubfan13241