Keep Schools Open, Twitter, 12/15/2021 12:12:41 PM, 268424


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Keep Schools Open Twitter NodeXL SNA Map and Report for Wednesday, 15 December 2021 at 09:44 UTC
Keep Schools Open Twitter NodeXL SNA Map and Report for Wednesday, 15 December 2021 at 09:44 UTC
From:
TeacherToolkit
Uploaded on:
December 15, 2021
Short Description:
Keep Schools Open via NodeXL https://bit.ly/3oX0gmj
@joebiden
@dr2nisreenalwan
@ally_sammarco
@maritstiles
@gator_gum
@fitzmurphy1
@roblwilson
@cheriedelcarlo
@jfein13
@timoudou

Top hashtags:
#omicron
#onted
#onpoli
#moleg
#covid19
#edutwitter
#tomorrowspaperstoday

Description:
Description
The graph represents a network of 11,836 Twitter users whose recent tweets contained "Keep Schools Open", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 December 2021 at 09:55 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 6-minute period from Monday, 06 December 2021 at 13:37 UTC to Wednesday, 15 December 2021 at 09:43 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 : 11836
Unique Edges : 16621
Edges With Duplicates : 1197
Total Edges : 17818
Number of Edge Types : 5
Replies to : 1339
Retweet : 11119
MentionsInRetweet : 3244
Mentions : 1520
Tweet : 596
Self-Loops : 615
Reciprocated Vertex Pair Ratio : 0.00398984403336961
Reciprocated Edge Ratio : 0.00794797687861272
Connected Components : 635
Single-Vertex Connected Components : 235
Maximum Vertices in a Connected Component : 10082
Maximum Edges in a Connected Component : 16068
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.793303
Graph Density : 0.000118561617989156
Modularity : 0.787759
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,836 Twitter users whose recent tweets contained "Keep Schools Open", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 December 2021 at 09:55 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 6-minute period from Monday, 06 December 2021 at 13:37 UTC to Wednesday, 15 December 2021 at 09:43 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 : TwitterSearch
Graph Term : Keep Schools Open
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:
[457] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/
[87] https://twitter.com/darakass/status/1468560091943215108
[59] https://twitter.com/PaulBrandITV/status/1467427216053129219
[53] https://www.thejournal.ie/face-mask-requirements-school-children-europe-ireland-5617916-Dec2021/
[51] https://twitter.com/gator_gum/status/1468679822213844994
[48] https://www.aph.gov.au/e-petitions/petition/EN3602
[41] https://twitter.com/PippaCrerar/status/1468606687787499526
[41] https://twitter.com/CP24/status/1468614256874729476
[39] https://twitter.com/DavidElfstrom/status/1469082182585044998
[37] https://twitter.com/JohnFraserOS/status/1468248992731615249

Top URLs in Tweet in G2:
[51] https://twitter.com/gator_gum/status/1468679822213844994
[41] https://twitter.com/CP24/status/1468614256874729476
[37] https://twitter.com/JohnFraserOS/status/1468248992731615249
[28] https://twitter.com/JILLSLASTWORD/status/1467968357718761479
[16] https://twitter.com/imgrund/status/1468987725185527821
[14] https://twitter.com/kakape/status/1468651581788856322
[12] https://twitter.com/bruce_arthur/status/1468652067984134160
[6] https://twitter.com/jlay02/status/1469819759797714944
[5] https://toronto.citynews.ca/video/2021/12/11/should-schools-remain-open-or-closed/
[4] https://twitter.com/McDevonMD/status/1467906811827306501

Top URLs in Tweet in G3:
[3] https://twitter.com/Dr2NisreenAlwan/status/1470469771183329280
[3] https://www.thejournal.ie/face-mask-requirements-school-children-europe-ireland-5617916-Dec2021/
[2] https://twitter.com/rhysthomas/status/1467527246588035078
[1] https://action.unison.org.uk/page/94688/-/1
[1] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/
[1] https://twitter.com/DocMoschos/status/1469579458537533440
[1] https://twitter.com/eduwonkette_jen/status/1469305619391909900
[1] https://twitter.com/yorksbylines/status/1468880730180702211
[1] https://twitter.com/laurakcarus/status/1468143013172068355

Top URLs in Tweet in G4:
[82] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/
[38] https://www.thejournal.ie/face-mask-requirements-school-children-europe-ireland-5617916-Dec2021/
[31] https://twitter.com/halfon4harlowMP/status/1469591115548479490
[28] https://twitter.com/hivetosurvive/status/1469444346026106887
[23] https://twitter.com/Rachel_deSouza/status/1469003897591185409
[15] https://twitter.com/davidbyers26/status/1468198769623764997
[13] https://www.telegraph.co.uk/frontpage-newsletter
[13] https://twitter.com/rhysthomas/status/1467527246588035078
[12] https://twitter.com/maya_chavez_/status/1392585639888048133?t=ADAD-joyliEsokY88wyVOA&s=19
[12] https://www.bbc.co.uk/news/uk-scotland-scotland-politics-59642204

Top URLs in Tweet in G5:
[9] https://news.yahoo.com/schools-closing-classrooms-fridays-parents-124812995.html

Top URLs in Tweet in G6:
[17] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/
[6] https://www.thetimes.co.uk/article/2dacdb20-5910-11ec-a3f7-65d2d47c7fea?shareToken=55d885c29d4335836389f1c7d1bbc351
[4] https://www.thejournal.ie/face-mask-requirements-school-children-europe-ireland-5617916-Dec2021/
[4] https://twitter.com/gavinsblog/status/1470389494255915012
[4] https://twitter.com/Rachel_deSouza/status/1469003897591185409
[2] https://twitter.com/PaulBrandITV/status/1467427216053129219
[1] https://www.bbc.co.uk/news/uk-scotland-scotland-politics-59642204
[1] https://twitter.com/iandonald_psych/status/1470504182281080841
[1] https://twitter.com/LucyofL/status/1469808812672565248
[1] https://twitter.com/Kit_Yates_Maths/status/1468861419168964612

Top URLs in Tweet in G7:
[306] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/
[7] https://www.express.co.uk/news/uk/1534606/Boris-Johnson-schools-open-education-covid-Iain-Duncan-Smith-ont
[3] https://twitter.com/PaulBrandITV/status/1467427216053129219
[3] https://twitter.com/Kit_Yates_Maths/status/1468861419168964612
[2] https://www.wsws.org/en/articles/2021/12/15/lisa-d15.html
[2] https://twitter.com/profcolindavis/status/1469735795552657414
[2] https://twitter.com/Rachel_deSouza/status/1469003897591185409
[2] https://www.thejournal.ie/face-mask-requirements-school-children-europe-ireland-5617916-Dec2021/
[2] https://twitter.com/enemyinastate/status/1469465390602457089?s=21
[2] https://twitter.com/julesmchamish/status/1467564570495565843

Top URLs in Tweet in G8:
[46] https://twitter.com/PaulBrandITV/status/1467427216053129219
[6] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/
[4] https://www.thejournal.ie/face-mask-requirements-school-children-europe-ireland-5617916-Dec2021/
[3] https://twitter.com/julesmchamish/status/1467564570495565843
[3] https://www.youtube.com/watch?v=bQg-JgUhlmU&feature=youtu.be

[2] https://twitter.com/arieslob/status/1463060015506464772
[1] https://twitter.com/Rachel_deSouza/status/1469003897591185409
[1] https://twitter.com/SaadOmer3/status/1469795553894617089
[1] https://www.itv.com/news/london/2020-12-14/sir-keir-starmer-urges-leaders-to-try-to-keep-schools-open-as-sadiq-khan-backs-early-closure
[1] https://scholars.wlu.ca/cgi/viewcontent.cgi?article=1001&context=laso_faculty

Top URLs in Tweet in G9:
[13] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/
[7] https://www.express.co.uk/news/uk/1534606/Boris-Johnson-schools-open-education-covid-Iain-Duncan-Smith-ont
[6] https://www.express.co.uk/news/uk/1534838/Boris-Johnson-schools-close-Covid-latest-advice-children-die
[4] https://www.dailymail.co.uk/news/article-10302943/Campaigners-say-ministers-moral-duty-schools-open.html
[3] https://www.chroniclelive.co.uk/news/uk-news/no-guarantees-schools-wont-close-22442575
[3] https://www.thesun.co.uk/news/17041982/boris-johnson-keep-schools-open/
[3] https://www.dailymail.co.uk/wires/pa/article-10296673/I-bust-gut-schools-open-despite-variant-spread-vows-Sturgeon.html
[3] https://www.thetimes.co.uk/article/covid-in-scotland-sturgeon-vows-not-to-close-schools-dxr9d88lq
[2] https://www.usnews.com/news/education-news/articles/2021-12-02/biden-pushes-vaccines-for-youngest-kids-to-help-keep-schools-open?utm_source=usn_tw
[2] https://www.abc.net.au/news/2021-12-10/parents-separated-legal-impact-disagreeing-vaccine-children/100672200

Top URLs in Tweet in G10:
[23] https://twitter.com/nikoCSFB/status/1468259055479181312
[13] https://twitter.com/SaadOmer3/status/1469795553894617089
[9] https://twitter.com/stforeigndesk/status/1468710518974140422
[7] https://twitter.com/eduwonkette_jen/status/1469305619391909900
[6] https://twitter.com/LissandraVilla/status/1469677687849598976
[4] https://twitter.com/BBatdc/status/1470395133602508817
[4] https://twitter.com/RossBarkan/status/1469058345491386373
[3] https://twitter.com/perdidostschool/status/1470931053930024960
[3] https://twitter.com/dgurdasani1/status/1467594758663163908
[3] https://www.telegraph.co.uk/politics/2021/12/10/must-keep-schools-open-come-may-boris-johnson-told/

Top Domains
Top Domains in Tweet in Entire Graph:
[1109] twitter.com
[623] co.uk
[53] thejournal.ie
[48] gov.au
[38] tes.com
[36] nytimes.com
[28] on.ca
[20] org.uk
[18] bloomberg.com
[16] wsws.org

Top Domains in Tweet in G2:
[254] twitter.com
[5] citynews.ca
[4] theglobeandmail.com
[3] ctvnews.ca
[1] thestar.com
[1] on.ca

Top Domains in Tweet in G3:
[9] twitter.com
[3] thejournal.ie
[1] org.uk
[1] co.uk

Top Domains in Tweet in G4:
[247] twitter.com
[117] co.uk
[38] thejournal.ie
[13] org.uk
[9] wsws.org
[5] nodexlgraphgallery.org
[3] facebook.com
[2] gov.au
[2] bylinetimes.com
[1] nytimes.com

Top Domains in Tweet in G5:
[9] yahoo.com

Top Domains in Tweet in G6:
[25] co.uk
[14] twitter.com
[4] thejournal.ie

Top Domains in Tweet in G7:
[314] co.uk
[15] twitter.com
[2] wsws.org
[2] thejournal.ie

Top Domains in Tweet in G8:
[56] twitter.com
[6] co.uk
[4] thejournal.ie
[3] youtube.com
[1] itv.com
[1] wlu.ca

Top Domains in Tweet in G9:
[55] co.uk
[52] twitter.com
[7] google.com
[3] net.au
[2] usnews.com
[2] pennlive.com
[2] parentsecurityonline.com
[2] iweller.com
[2] gobnewsonline.com
[2] viuhapa.com

Top Domains in Tweet in G10:
[87] twitter.com
[4] co.uk
[3] medium.com
[2] epicx-lab.com
[1] buzzfeednews.com
[1] who.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[211] omicron
[185] onted
[154] onpoli
[77] moleg
[74] covid19
[71] edutwitter
[66] tomorrowspaperstoday
[60] rapidtests
[57] schools
[54] downingstreetbriefing



Top Hashtags in Tweet in G1:
[1] rt

Top Hashtags in Tweet in G2:
[183] onted
[146] onpoli
[59] rapidtests
[31] freetherats
[28] davenportto
[21] safeschools
[14] covidisairborne
[13] onedu
[8] omicron
[8] protectourchildren

Top Hashtags in Tweet in G3:
[25] schools
[12] children
[12] childminders
[12] insane
[8] omicron
[3] longcovid
[3] downingstreetbriefing
[2] makeschoolssafe
[2] covidisairborne
[2] hepafilters

Top Hashtags in Tweet in G4:
[148] omicron
[57] edutwitter
[42] protecteducation
[39] protectpupils
[38] downingstreetbriefing
[20] covid19
[19] longcovidkids
[16] childrenfirst
[15] tomorrowspaperstoday
[15] longcovid

Top Hashtags in Tweet in G5:
[2] antivax
[2] antimask
[2] covidiots
[2] donotcomplyever
[2] covid

Top Hashtags in Tweet in G6:
[21] schools
[13] stormbarra
[13] dubw
[12] omicron
[8] closeschoolsnow
[5] edutwitter
[4] downingstreetbriefing
[3] protectpupils
[3] protecteducation
[2] covid

Top Hashtags in Tweet in G7:
[14] omicron
[4] covid19
[3] protectpupils
[3] protecteducation
[2] safeedforalluk
[2] edutwitter
[2] downingstreetbriefing
[2] torylies
[2] planb
[2] sittingducks

Top Hashtags in Tweet in G8:
[6] omicron
[4] downingstreetbriefing
[4] planb
[3] torylies
[3] covid19
[3] protecteducation
[3] protectpupils
[3] sittingducks
[3] safeedforall
[3] epitwitter

Top Hashtags in Tweet in G9:
[10] covid19
[5] schools
[4] onpoli
[3] stormbarra
[3] omicron
[2] covid
[2] getvaccinated
[2] education
[2] childsafety
[2] uk

Top Hashtags in Tweet in G10:
[2] privilege
[2] edutwitter
[2] 14daysnonewcases
[1] omicron

Top Words
Top Words in Tweet in Entire Graph:
[18486] schools
[14234] keep
[13391] open
[5731] children
[4084] vaccine
[3274] closed
[3189] 20
[3179] million
[3157] ages
[3156] america

Top Words in Tweet in G1:
[5920] schools
[2963] open
[2963] keep
[2958] closed
[2957] america
[2957] 99
[2957] 20
[2957] million
[2957] children
[2957] ages

Top Words in Tweet in G2:
[3631] schools
[2479] open
[2175] keep
[1083] close
[868] kids
[620] ford
[617] lecce
[617] workers
[606] pandemic
[551] cut

Top Words in Tweet in G3:
[2176] keep
[2114] costs
[2107] healthy
[1128] schools
[1126] open
[1086] children
[1055] target
[1052] providing
[1052] environments
[1052] learn

Top Words in Tweet in G4:
[1907] schools
[1775] open
[1735] keep
[650] children
[329] school
[267] staff
[240] advice
[215] usforthemuk
[214] govt
[211] safe

Top Words in Tweet in G5:
[1110] schools
[973] keep
[968] open
[951] vaccine
[811] party
[811] fighting
[811] people
[145] children
[140] america
[140] closed

Top Words in Tweet in G6:
[546] keep
[537] schools
[510] open
[381] children
[324] important
[198] safe
[181] school
[165] government
[165] covid
[164] money

Top Words in Tweet in G7:
[605] like
[306] people
[306] school
[306] teachers
[302] staff
[301] care
[299] spout
[299] stuff
[299] idea
[299] trying

Top Words in Tweet in G8:
[512] open
[481] schools
[448] keep
[112] ventilation
[98] education
[98] proper
[97] mitigations
[95] windows
[95] virus
[94] winter

Top Words in Tweet in G9:
[299] schools
[281] keep
[274] open
[47] children
[41] school
[41] boris
[40] kids
[32] covid
[29] safe
[24] government

Top Words in Tweet in G10:
[309] aggressive
[306] containment
[259] schools
[253] keep
[238] open
[123] covid
[103] prevent
[93] variants
[57] economy
[57] omicron

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10529] schools,open
[7584] keep,schools
[3149] schools,america
[3148] america,closed
[3147] open,20
[3146] 99,schools
[3146] vaccine,keep
[3145] closed,99
[3145] 20,million
[3145] million,children

Top Word Pairs in Tweet in G1:
[2958] schools,open
[2957] schools,america
[2957] america,closed
[2957] closed,99
[2957] 99,schools
[2957] open,20
[2957] 20,million
[2957] million,children
[2957] children,ages
[2957] ages,received

Top Word Pairs in Tweet in G2:
[1504] keep,schools
[1227] schools,open
[547] schools,close
[515] safely,open
[511] schools,safely
[503] schools,down
[501] close,lecce
[501] open,stop
[500] lecce,ford
[500] ford,choices

Top Word Pairs in Tweet in G3:
[1101] schools,open
[1092] keep,schools
[1058] open,costs
[1055] target,keep
[1055] costs,keep
[1055] keep,children
[1055] children,healthy
[1055] healthy,costs
[1052] costs,providing
[1052] providing,healthy

Top Word Pairs in Tweet in G4:
[1417] schools,open
[1317] keep,schools
[165] advice,keep
[165] open,ignored
[165] lucygobag,usforthemuk
[164] exclusive,govt
[164] govt,advisor
[164] advisor,speaks
[164] speaks,children
[164] children,died

Top Word Pairs in Tweet in G5:
[968] schools,open
[828] keep,schools
[811] party,fighting
[811] fighting,keep
[811] open,people
[811] people,vaccine
[140] schools,america
[140] america,closed
[140] closed,99
[140] 99,schools

Top Word Pairs in Tweet in G6:
[446] keep,schools
[313] schools,open
[162] noise,government
[162] government,lackeys
[162] lackeys,important
[162] important,children
[162] children,keep
[162] open,reply
[162] reply,important
[162] important,welfare

Top Word Pairs in Tweet in G7:
[299] people,spout
[299] spout,stuff
[299] stuff,idea
[299] idea,like
[299] like,trying
[299] trying,school
[299] school,staff
[299] staff,teachers
[299] teachers,ta's
[299] ta's,catering

Top Word Pairs in Tweet in G8:
[269] schools,open
[264] keep,schools
[98] schools,keep
[94] open,schools
[94] keep,windows
[94] windows,open
[93] education,secretary
[93] secretary,claims
[93] claims,power
[93] power,keep

Top Word Pairs in Tweet in G9:
[199] schools,open
[190] keep,schools
[17] boris,johnson
[15] advice,keep
[15] campaigners,ministers
[13] schools,keep
[13] died,ignored
[13] ignored,advice
[12] urged,keep
[12] boris,blasted

Top Word Pairs in Tweet in G10:
[306] aggressive,containment
[202] schools,open
[174] keep,schools
[102] containment,prevent
[51] best,keep
[51] open,aggressive
[51] containment,save
[51] save,economy
[51] economy,aggressive
[51] containment,tackle

Top Replied-To
Top Replied-To in Entire Graph:
@paulnuki
@halfon4harlowmp
@nadhimzahawi
@devisridhar
@hivetosurvive
@smithsmm
@keir_starmer
@hoppysaul
@dgurdasani1
@rweingarten

Top Replied-To in G1:
@joebiden
@joncoopertweets

Top Replied-To in G2:
@colindmello
@bruce_arthur
@furnesscolin
@cheridinovo
@christyceeck
@mikejtoronto
@ambermac
@celliottability
@sflecce
@devisridhar

Top Replied-To in G3:
@cp24
@laineydoyle
@dr2nisreenalwan
@rodsmears
@smithsmm
@jameskaarcher
@smmusd
@ninaljolly

Top Replied-To in G4:
@halfon4harlowmp
@nadhimzahawi
@hivetosurvive
@devisridhar
@smithsmm
@hoppysaul
@sandyboots2020
@s_cunnered
@stephenmorganmp
@dr_d_robertson

Top Replied-To in G5:
@ally_sammarco

Top Replied-To in G6:
@astraea1974
@cutencraftyfimo
@patleahyit
@irishtimes
@cphilpofficial
@caulmick
@dminghella
@dave_democracy
@mrdjones
@ambergal47

Top Replied-To in G7:
@kit_yates_maths
@gbnews
@ruthburke27
@charlottecgill
@isabelwebster_
@juliahb1
@nigel_farage
@jackiebear1872
@clarecraigpath
@bellawallerstei

Top Replied-To in G8:
@paulnuki
@keir_starmer
@dgurdasani1
@gileragirl
@wesstreeting
@abdullahhasib2
@orla_hegarty
@sjohnsgreen
@avislafin1
@strickomaster

Top Replied-To in G9:

Top Replied-To in G10:
@seccardona
@perdidostschool
@monicagandhi9
@mea57048523
@gyamey
@theresa_chapple
@caitlin_rogger
@mrjamesob
@kerryfi72237054
@gavrev

Top Mentioned
Top Mentioned in Entire Graph:
@scotiabankarena
@usforthemuk
@fordnation
@lucygobag
@educationgovuk
@sflecce
@sandyboots2020
@cdcgov
@safeedforall_uk
@hoppysaul

Top Mentioned in G1:
@joebiden

Top Mentioned in G2:
@scotiabankarena
@fordnation
@sflecce
@celliottability
@gator_gum
@tdsb
@peelschools
@sickkids
@tcdsb
@scdsb_schools

Top Mentioned in G3:
@deegilhawley
@covidisairborne

Top Mentioned in G4:
@usforthemuk
@lucygobag
@educationgovuk
@sandyboots2020
@safeedforall_uk
@hoppysaul
@_f4vl
@hazardscampaign
@paulgarvey4
@secretht1

Top Mentioned in G5:
@santos4hisd

Top Mentioned in G6:
@irishtimes
@turloughohogain
@pauldonnellysf
@latedebaterte
@knight1228
@ceri_bosley
@jacquep
@nadhimzahawi
@aoifemcl
@yeswombat

Top Mentioned in G7:
@simonort3
@thealiceroberts
@kit_yates_maths
@chrischirp
@aliv_1999
@robwww
@gbnews
@nickferrarilbc
@ks_1968
@murrayjohns

Top Mentioned in G8:
@keir_starmer
@bphillipsonmp
@wesstreeting
@jonashworth
@lawtontri
@sgriffin_lab
@dgurdasani1
@paulnuki
@abdullahhasib2
@ivorfried

Top Mentioned in G10:
@jamaalbowmanny
@vcolizza
@govlarryhogan
@juliaraifman
@drlucymcbride
@bob_wachter
@ameshaa
@c_r_watson
@nycschools
@perdidostschool

Top Tweeters
Top Tweeters in Entire Graph:
@mrdjones
@oldlady12345
@rashidaldosari
@dichristine
@bella623
@monicasloves
@nitroboran
@mattmurph24
@cagney1991
@solutioneer72

Top Tweeters in G1:
@oldlady12345
@rashidaldosari
@bella623
@monicasloves
@nitroboran
@insdatainter
@lechatnoire4
@givemepie360
@rhiles2760
@mayirmamay14

Top Tweeters in G2:
@wrikent3500
@joannecangal
@paulstewartii
@lndontretweets
@maegan_laporte
@meeksvs
@thomasjankow
@suepeac
@paladine
@terpsichore_los

Top Tweeters in G3:
@roblwilson
@lesleygsmith3
@darylgibson
@jorichardskent
@paulpaul49
@fiona_fionnagal
@planetscape
@lindyyorkslass
@wavetop
@4evrstardancer

Top Tweeters in G4:
@orgetorix
@viralvideovlogs
@johnjoechad
@o_franco_aleman
@thesun
@margymayell
@catwoman1979
@song_title
@pingachoo
@ana_captures

Top Tweeters in G5:
@dichristine
@cagney1991
@britpoptarts
@manmet80
@teram323tere
@princessbravato
@reneevoicebrand
@fieryreddragon
@straitarrow10
@gwydion620

Top Tweeters in G6:
@mrdjones
@curiocat13
@christinejameis
@irishtimes
@forumeditor
@angiebeeb
@unojen_wood
@shirleyyoung2
@las2950
@robertgedge

Top Tweeters in G7:
@daily_express
@katcapps
@jot_au
@tighnacoille
@spanishdan1
@catherinemginn
@cleggy261
@skynews
@ks_1968
@willshome

Top Tweeters in G8:
@allchanges
@petchary
@jazzaoxon
@laporres
@lashesxx
@ronague
@gurdur
@alfieturner2
@robinhadley1
@nonstandardrep

Top Tweeters in G9:
@pairsonnalitesn
@miti_vigliero
@marketsday
@adabagcompany
@scorpiotiger77
@spacereportern1
@timeseurope
@gregorydevans
@mennewsdesk
@iweller_health

Top Tweeters in G10:
@thehill
@bernieupstateny
@netbacker
@annfinster
@dropoutnation
@morbid_elation
@eclecticradical
@mumbly_joe
@katydogcrazy
@moniquedhooghe


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