#CloseTheSchools, Twitter, 11/20/2020 6:13:57 PM, 241936


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#CloseTheSchools Twitter NodeXL SNA Map and Report for Friday, 20 November 2020 at 17:07 UTC
#CloseTheSchools Twitter NodeXL SNA Map and Report for Friday, 20 November 2020 at 17:07 UTC
From:
marc_smith
Uploaded on:
November 20, 2020
Short Description:
#CloseTheSchools via NodeXL https://bit.ly/335NRkm
@parents_utd
@victoriaarmita3
@deemeanz
@borisjohnson
@hbhand
@markstokesouth
@shafqat_mahmood
@katybeeee
@drmuradpti
@jenniferridgway

Top hashtags:
#closetheschools
#putschoolsinthelockdown
#parentstrike

Description:
Description
The graph represents a network of 2,747 Twitter users whose recent tweets contained "#CloseTheSchools", 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 Friday, 20 November 2020 at 17:18 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 24-minute period from Wednesday, 11 November 2020 at 14:37 UTC to Friday, 20 November 2020 at 17:01 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 : 2747
Unique Edges : 4892
Edges With Duplicates : 3758
Total Edges : 8650
Number of Edge Types : 5
Retweet : 3105
Replies to : 1160
MentionsInRetweet : 1683
Mentions : 1585
Tweet : 1117
Self-Loops : 1159
Reciprocated Vertex Pair Ratio : 0.0119840213049268
Reciprocated Edge Ratio : 0.0236842105263158
Connected Components : 333
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 2051
Maximum Edges in a Connected Component : 7790
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.846235
Graph Density : 0.000705265175729015
Modularity : 0.4496
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,747 Twitter users whose recent tweets contained "#CloseTheSchools", 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 Friday, 20 November 2020 at 17:18 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 24-minute period from Wednesday, 11 November 2020 at 14:37 UTC to Friday, 20 November 2020 at 17:01 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 : #CloseTheSchools
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[187] https://petition.parliament.uk/petitions/550846
[81] https://twitter.com/TigressEllie/status/1327131636216033280
[73] https://www.mirror.co.uk/news/politics/1000-school-coronavirus-outbreaks-experts-23006567?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[68] https://twitter.com/Independent/status/1328701479167909896
[62] https://www.suffolknews.co.uk/newmarket/news/mum-joins-schools-boycott-keeping-her-children-home-9130118/
[49] https://www.bbc.com/news/health-54937486
[32] https://twitter.com/joanna_brady/status/1327684528249466880
[32] https://twitter.com/lottieflying/status/1326562579574116354
[29] https://twitter.com/202ac087422e48c/status/1326786024052318208
[28] https://www.nasuwt.org.uk/article-listing/instructions-to-disable-app-risk-lives.html

Top URLs in Tweet in G1:
[150] https://petition.parliament.uk/petitions/550846
[21] https://news.sky.com/story/covid-19-hull-nhs-boss-calls-for-tighter-lockdown-and-school-closures-12133363
[20] https://twitter.com/Independent/status/1328701479167909896
[19] https://twitter.com/fulstonmanor/status/1328041825186230272
[17] https://twitter.com/TigressEllie/status/1327131636216033280
[17] https://www.nasuwt.org.uk/article-listing/instructions-to-disable-app-risk-lives.html
[14] https://www.lancs.live/news/lancashire-news/hyndburn-councillor-calls-schools-close-19265000
[14] https://www.suffolknews.co.uk/newmarket/news/mum-joins-schools-boycott-keeping-her-children-home-9130118/
[14] https://www.gov.uk/government/publications/tfc-children-and-transmission-4-november-2020
[13] https://twitter.com/202ac087422e48c/status/1326786024052318208

Top URLs in Tweet in G2:
[49] https://www.mirror.co.uk/news/politics/1000-school-coronavirus-outbreaks-experts-23006567?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[46] https://twitter.com/TigressEllie/status/1327131636216033280
[36] https://twitter.com/Independent/status/1328701479167909896
[30] https://www.suffolknews.co.uk/newmarket/news/mum-joins-schools-boycott-keeping-her-children-home-9130118/
[16] https://twitter.com/joanna_brady/status/1327684528249466880
[14] https://twitter.com/lottieflying/status/1326562579574116354
[13] https://twitter.com/johngroberts/status/1328710300309331969
[11] https://twitter.com/202ac087422e48c/status/1326786024052318208
[11] https://twitter.com/looknorthBBC/status/1326852765285572613
[10] https://twitter.com/paysupplystaff/status/1327146636842250240

Top URLs in Tweet in G3:
[36] https://www.bbc.com/news/health-54937486
[9] https://petition.parliament.uk/petitions/550846
[9] https://twitter.com/TigressEllie/status/1327131636216033280
[7] https://www.mirror.co.uk/news/politics/1000-school-coronavirus-outbreaks-experts-23006567?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[6] https://twitter.com/Independent/status/1328701479167909896
[5] https://www.suffolknews.co.uk/newmarket/news/mum-joins-schools-boycott-keeping-her-children-home-9130118/
[5] https://twitter.com/secondaryteach6/status/1327912284887396352
[4] https://twitter.com/joanna_brady/status/1327684528249466880
[4] https://twitter.com/appleofmyeye/status/1327900935478276096
[3] https://twitter.com/annbish1959_ann/status/1328246125690818561

Top URLs in Tweet in G4:
[4] https://www.bbc.co.uk/news/health-54937486
[2] https://twitter.com/djchristossa/status/1325491428097667075
[2] https://twitter.com/genb79/status/1328981241060876289
[2] https://twitter.com/aimalol/status/1328751437464162305
[1] https://twitter.com/tanjamaier17/status/1326535085105930241
[1] https://twitter.com/killianodris/status/1315088491848634368
[1] https://twitter.com/coauroraea/status/1326591933116948480
[1] https://atlantablackstar.com/2020/11/11/too-many-mistakes-made-texas-parents-told-their-5-year-old-daughter-was-fine-after-covid-19-diagnosis-she-died-less-than-24-hours-later/
[1] https://petition.parliament.uk/petitions/550846
[1] https://twitter.com/MarvinBrite/status/1326565990432444416

Top URLs in Tweet in G5:
[2] https://twitter.com/SehLenGaiThora/status/1329485581366210569
[2] https://twitter.com/BilalTawakkal/status/1329416295637544961
[2] https://twitter.com/bushraaaa04/status/1329480367821246468
[2] https://twitter.com/ZainabF83608745/status/1329462829158641664
[2] https://twitter.com/AsadHashim/status/1326749190463119361
[1] https://twitter.com/MoIB_Official/status/1328944318539771910
[1] https://twitter.com/maryamzaahra/status/1329326207754792960
[1] https://twitter.com/bushraaaa04/status/1329479001887416320
[1] https://www.youtube.com/watch?v=mXb26ZJTc9I&feature=youtu.be

[1] https://twitter.com/ibrahim03348250/status/1329507183575396356

Top URLs in Tweet in G6:
[9] https://www.suffolknews.co.uk/newmarket/news/mum-joins-schools-boycott-keeping-her-children-home-9130118/
[6] https://twitter.com/TigressEllie/status/1327131636216033280
[5] https://twitter.com/joanna_brady/status/1327684528249466880
[5] https://twitter.com/Independent/status/1328701479167909896
[4] https://twitter.com/kent_online/status/1327195834904141824
[4] https://www.bbc.com/news/health-54937486
[3] https://twitter.com/sandyboots2020/status/1326668877649088512
[3] https://twitter.com/appleofmyeye/status/1327900935478276096
[3] https://twitter.com/stepshout/status/1328166913785139205
[3] https://twitter.com/BBCScotlandNews/status/1326496241207955457

Top URLs in Tweet in G7:
[5] https://twitter.com/neunion/status/1327298153016664066
[2] https://petition.parliament.uk/petitions/552096
[2] https://twitter.com/stepshout/status/1328166913785139205
[2] https://twitter.com/scotlandTeacher/status/1328790281760681985
[2] https://www.suffolknews.co.uk/newmarket/news/mum-joins-schools-boycott-keeping-her-children-home-9130118/
[2] https://twitter.com/johngroberts/status/1328710300309331969
[2] https://twitter.com/TigressEllie/status/1327131636216033280
[2] https://www.gov.uk/government/publications/tfc-children-and-transmission-4-november-2020
[2] https://www.bbc.com/news/health-54937486
[2] https://twitter.com/NEUnion/status/1327298153016664066

Top URLs in Tweet in G8:
[8] https://www.npr.org/sections/coronavirus-live-updates/2020/11/16/935559102/over-1-million-children-tested-positive-for-coronavirus-in-the-united-states
[6] https://www.gofundme.com/f/wc9fu-in-memory-of-andres-pastrana
[5] https://dailyvoice.com/new-york/tarrytown/news/covid-19-westchester-middle-school-teaching-assistant-dies-from-virus/786412/
[1] https://www.ktsm.com/local/el-paso-news/leo-sorias-life-remembered-by-family-and-friends-after-losing-the-battle-to-covid-19/
[1] https://twitter.com/DeAngelisCorey/status/1329269393759596544
[1] https://twitter.com/elizashapiro/status/1329137676776300552
[1] https://twitter.com/JJVHouse/status/1326959065939980288
[1] https://nih.gov/
[1] https://twitter.com/LauraMiers/status/1328814892686712839
[1] https://twitter.com/erinmdurkin/status/1329137275280744454

Top URLs in Tweet in G9:
[20] https://news.sky.com/story/covid-19-uk-records-another-33-470-coronavirus-cases-the-highest-daily-figure-to-date-12130940
[8] https://thepoorsideof.life/author/seercharlotte71/
[5] https://twitter.com/guardian/status/1329729701426958336
[3] https://twitter.com/piersmorgan/status/1326570371676565504
[3] https://twitter.com/ChrChristensen/status/1326810112313487365
[2] https://petition.parliament.uk/petitions/550846
[2] https://twitter.com/victoriaarmita3/status/1326505948882595841
[2] https://www.mirror.co.uk/news/politics/1000-school-coronavirus-outbreaks-experts-23006567?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.hulldailymail.co.uk/news/hull-east-yorkshire-news/close-school-kelvin-hall-coronavirus-4709111
[2] https://twitter.com/hulllive/status/1329341140827566080

Top URLs in Tweet in G10:
[7] https://twitter.com/Ms_Awesome_UP/status/1327643315005771776
[2] https://twitter.com/NormalOntario/status/1326655776115580929

Top Domains
Top Domains in Tweet in Entire Graph:
[2108] twitter.com
[242] co.uk
[194] parliament.uk
[75] sky.com
[49] bbc.com
[44] org.uk
[40] theguardian.com
[23] lancs.live
[22] gov.uk
[12] tes.com

Top Domains in Tweet in G1:
[747] twitter.com
[154] parliament.uk
[83] co.uk
[38] sky.com
[36] theguardian.com
[24] org.uk
[17] gov.uk
[14] lancs.live
[10] tes.com
[8] actionnetwork.org

Top Domains in Tweet in G2:
[608] twitter.com
[96] co.uk
[8] parliament.uk
[7] org.uk
[6] lancs.live
[5] sky.com
[2] google.com
[1] gov.uk
[1] bbc.com

Top Domains in Tweet in G3:
[127] twitter.com
[36] bbc.com
[20] co.uk
[9] parliament.uk
[2] org.uk
[1] france24.com
[1] gov.uk
[1] sky.com
[1] longcovidkids.org
[1] theguardian.com

Top Domains in Tweet in G4:
[69] twitter.com
[5] youtube.com
[5] co.uk
[2] parliament.uk
[1] atlantablackstar.com
[1] bbc.com
[1] facebook.com
[1] nationalpost.com
[1] nytimes.com
[1] wsws.org

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

Top Domains in Tweet in G6:
[133] twitter.com
[18] co.uk
[4] bbc.com
[3] lancs.live
[2] org.uk
[2] theguardian.com
[2] parliament.uk
[1] sky.com
[1] gov.uk

Top Domains in Tweet in G7:
[53] twitter.com
[3] parliament.uk
[3] co.uk
[2] org.uk
[2] gov.uk
[2] bbc.com
[1] elpais.com

Top Domains in Tweet in G8:
[8] npr.org
[6] gofundme.com
[6] twitter.com
[5] dailyvoice.com
[1] ktsm.com
[1] nih.gov

Top Domains in Tweet in G9:
[66] twitter.com
[20] sky.com
[8] thepoorsideof.life
[7] co.uk
[2] parliament.uk
[2] bbc.com
[1] france24.com

Top Domains in Tweet in G10:
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5306] closetheschools
[1345] putschoolsinthelockdown
[1286] parentstrike
[920] closeschoolsnow
[551] closetheschoolsnow
[400] lockdownnotmockdown
[331] covid19
[213] coronavirus
[106] 2ndlockdown
[105] covid_19



Top Hashtags in Tweet in G1:
[1754] closetheschools
[481] putschoolsinthelockdown
[444] parentstrike
[308] closetheschoolsnow
[301] closeschoolsnow
[169] covid19
[122] lockdownnotmockdown
[85] keepchildrenathome
[71] coronavirus
[60] closetheschoolsuk

Top Hashtags in Tweet in G2:
[839] closetheschools
[560] parentstrike
[550] putschoolsinthelockdown
[202] lockdownnotmockdown
[70] closeschoolsnow
[43] closetheschoolsnow
[11] lockdownchaos
[5] longcovid
[5] toryliars
[4] coronavirus

Top Hashtags in Tweet in G3:
[537] closetheschools
[170] closeschoolsnow
[93] putschoolsinthelockdown
[87] parentstrike
[49] covid19
[41] coronavirus
[35] borisjohnson
[34] 2ndlockdown
[33] closetheschoolsnow
[21] lockdownnotmockdown

Top Hashtags in Tweet in G4:
[261] closetheschools
[50] closeschoolsnow
[33] covid19
[33] closetheschoolsnow
[23] coronavirus
[22] stayhome
[16] closefcps
[15] stayathome
[14] covid
[14] closeschools

Top Hashtags in Tweet in G5:
[338] closetheschools
[117] closeschoolsnow
[89] closeschoolsinpakistan
[73] closeeducationalinstitions
[69] studentslivesmatter
[62] closeeducationalinstitutions
[55] close_medical_colleges
[45] closetheschoolsnow
[31] close_fmh
[26] coronavirus

Top Hashtags in Tweet in G6:
[325] closetheschools
[115] putschoolsinthelockdown
[114] parentstrike
[29] lockdownnotmockdown
[25] closeschoolsnow
[7] closetheschoolsnow
[7] masksforschools
[6] wearamask
[6] nhs
[5] dontmentiontheschools

Top Hashtags in Tweet in G7:
[171] closetheschools
[25] parentstrike
[24] putschoolsinthelockdown
[24] closeschoolsnow
[12] closetheschoolsnow
[10] closeschools
[8] lockdownnotmockdown
[6] neu
[3] stopthespread
[3] savelives

Top Hashtags in Tweet in G8:
[50] closetheschools
[5] teacherslosttocovid
[5] covid19
[3] remotelearning
[3] covid
[2] lockdown
[2] stayhomesavelives
[2] connecticut
[2] trumpliedpeopledied
[2] actnow

Top Hashtags in Tweet in G9:
[156] closetheschools
[39] putschoolsinthelockdown
[39] parentstrike
[24] closeschoolsnow
[20] dailybriefing
[13] lockdownnotmockdown
[8] wearamasksavealife
[3] covid19
[3] cev
[3] coronavirus

Top Hashtags in Tweet in G10:
[66] closetheschools
[56] firelecce
[28] fireoosterhoff
[26] schoolsspreadcorona
[2] 2ndlockdown
[2] votefordout2022
[2] ontedreality

Top Words
Top Words in Tweet in Entire Graph:
[5306] #closetheschools
[1345] #putschoolsinthelockdown
[1288] #parentstrike
[1094] schools
[1042] school
[920] #closeschoolsnow
[590] children
[551] #closetheschoolsnow
[501] covid
[486] people

Top Words in Tweet in G1:
[1754] #closetheschools
[481] #putschoolsinthelockdown
[446] #parentstrike
[373] schools
[345] school
[313] parents_utd
[308] #closetheschoolsnow
[301] #closeschoolsnow
[201] children
[180] covid

Top Words in Tweet in G2:
[839] #closetheschools
[560] #parentstrike
[550] #putschoolsinthelockdown
[202] #lockdownnotmockdown
[132] school
[110] parents_utd
[90] sit
[70] #closeschoolsnow
[64] schools
[64] people

Top Words in Tweet in G3:
[537] #closetheschools
[170] #closeschoolsnow
[159] borisjohnson
[154] school
[114] second
[105] schools
[102] covid
[93] #putschoolsinthelockdown
[92] positive
[90] year

Top Words in Tweet in G4:
[261] #closetheschools
[61] schools
[50] #closeschoolsnow
[47] school
[33] #covid19
[33] #closetheschoolsnow
[28] cases
[23] kids
[23] covid
[23] #coronavirus

Top Words in Tweet in G5:
[338] #closetheschools
[130] shafqat_mahmood
[117] #closeschoolsnow
[101] drmuradpti
[89] #closeschoolsinpakistan
[73] #closeeducationalinstitions
[69] #studentslivesmatter
[68] imrankhanpti
[67] schools
[64] close

Top Words in Tweet in G6:
[325] #closetheschools
[160] school
[156] children
[151] over
[146] being
[145] go
[143] virus
[143] still
[142] vulnerable
[142] people

Top Words in Tweet in G7:
[171] #closetheschools
[64] schools
[40] covid
[35] school
[30] education
[27] anyone
[26] secondary
[25] closed
[25] seen
[25] spread

Top Words in Tweet in G8:
[50] #closetheschools
[22] school
[20] schools
[13] died
[12] unknown
[12] students
[11] age
[11] april
[11] ny
[10] joy

Top Words in Tweet in G9:
[156] #closetheschools
[39] #putschoolsinthelockdown
[39] #parentstrike
[35] cases
[33] schools
[31] more
[30] covid
[28] school
[25] daily
[24] #closeschoolsnow

Top Words in Tweet in G10:
[88] schools
[66] #closetheschools
[56] #firelecce
[54] open
[35] silent
[35] spreader
[34] covid
[30] close
[30] lockdown
[29] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1147] #putschoolsinthelockdown,#parentstrike
[1078] #closetheschools,#putschoolsinthelockdown
[486] #closetheschools,#closeschoolsnow
[393] #closetheschools,#closetheschoolsnow
[368] #parentstrike,#lockdownnotmockdown
[315] #closeschoolsnow,#closetheschools
[212] go,school
[202] forced,go
[200] children,still
[200] take,home

Top Word Pairs in Tweet in G1:
[361] #closetheschools,#putschoolsinthelockdown
[356] #putschoolsinthelockdown,#parentstrike
[242] #closetheschools,#closetheschoolsnow
[141] #closetheschools,#closeschoolsnow
[140] please,sign
[128] #closeschoolsnow,#closetheschools
[123] sign,#closetheschools
[105] #parentstrike,#lockdownnotmockdown
[85] #keepchildrenathome,#covid19
[84] #closetheschoolsnow,#keepchildrenathome

Top Word Pairs in Tweet in G2:
[537] #putschoolsinthelockdown,#parentstrike
[485] #closetheschools,#putschoolsinthelockdown
[189] #parentstrike,#lockdownnotmockdown
[63] #closetheschools,#closeschoolsnow
[63] parents_utd,#closetheschools
[50] second,wave
[49] 000,school
[49] school,outbreaks
[49] outbreaks,experts
[49] experts,know

Top Word Pairs in Tweet in G3:
[114] #closetheschools,#closeschoolsnow
[83] borisjohnson,#closetheschools
[74] #putschoolsinthelockdown,#parentstrike
[72] self,isolate
[70] 15,yr
[70] yr,old
[70] old,having
[70] having,self
[70] isolate,fourteen
[70] fourteen,days

Top Word Pairs in Tweet in G4:
[24] #closetheschools,#closetheschoolsnow
[21] #closeschoolsnow,#closetheschools
[20] #closetheschools,#closeschoolsnow
[13] #stayathome,#stayhome
[12] #fcps,#closefcps
[12] #closefcps,#closeschoolsnow
[12] #closetheschoolsnow,#closeschools
[12] #closeschools,#openthenation
[12] #openthenation,#openschools
[12] #openschools,#reopenamerica

Top Word Pairs in Tweet in G5:
[52] #closeschoolsnow,#closetheschools
[45] #closetheschools,#closeeducationalinstitions
[37] #closeschoolsinpakistan,#closetheschools
[32] close,schools
[28] #close_fmh,#closetheschools
[26] #closetheschools,#closeeducationalinstitutions
[25] #closetheschools,#closeschoolsnow
[23] eduministrypk,shafqat_mahmood
[23] #close_medical_colleges,#close_fmh
[22] shafqat_mahmood,drmuradpti

Top Word Pairs in Tweet in G6:
[140] stoke,over
[140] over,300
[140] 300,people
[140] people,critical
[140] critical,care
[140] care,elective
[140] elective,operations
[140] operations,cancelled
[140] cancelled,children
[140] children,still

Top Word Pairs in Tweet in G7:
[24] secondary,schools
[23] anyone,seen
[23] seen,gavinwilliamson
[23] gavinwilliamson,60
[23] 60,secondary
[23] schools,currently
[23] currently,closed
[23] closed,#closetheschools
[21] #putschoolsinthelockdown,#parentstrike
[19] spread,covid

Top Word Pairs in Tweet in G8:
[11] age,unknown
[11] unknown,died
[11] died,april
[6] andres,pastrana
[6] pastrana,age
[6] april,custodian
[6] custodian,day
[6] day,school
[6] school,christ
[6] christ,amp

Top Word Pairs in Tweet in G9:
[37] #putschoolsinthelockdown,#parentstrike
[32] #closetheschools,#putschoolsinthelockdown
[24] cases,covid
[20] #closetheschools,#closeschoolsnow
[20] 33,470
[20] 470,highest
[20] highest,daily
[20] daily,amount
[20] amount,cases
[20] covid,19

Top Word Pairs in Tweet in G10:
[54] schools,open
[35] silent,spreader
[28] schools,number
[28] number,one
[28] one,location
[28] location,people
[28] people,close
[28] close,proximity
[28] proximity,being
[28] being,ignored

Top Replied-To
Top Replied-To in Entire Graph:
@parents_utd
@borisjohnson
@shafqat_mahmood
@educationgovuk
@eduministrypk
@piersmorgan
@dailymirror
@drmuradpti
@hoppysaul
@tes

Top Replied-To in G1:
@parents_utd
@borisjohnson
@educationgovuk
@piersmorgan
@hoppysaul
@tes
@dmodoscutter
@toryfibs
@jujuhawks
@neunion

Top Replied-To in G2:
@dailymirror
@parents_utd
@ukparliament
@sep_manchester
@johnmcdonnellmp
@matthancock
@guardianedu
@nana1973
@pv1004
@dawnbutlerbrent

Top Replied-To in G3:
@borisjohnson
@govmikedewine
@devisridhar
@parents_utd
@markstokesouth
@piersmorgan
@jeremyfarrar
@skynewsbreak
@patricia_hamill
@tigressellie

Top Replied-To in G4:

Top Replied-To in G5:
@shafqat_mahmood
@eduministrypk
@drmuradpti
@imrankhanpti
@ptiofficial
@arynewsofficial
@arynewsud
@zakawaqar
@pakpmo
@closeschoolspk

Top Replied-To in G6:
@jujuliagrace
@markstokesouth
@labraddaz
@paul21556911
@rachelschraer

Top Replied-To in G7:
@nicolasturgeon
@ciaramaclaverty
@educationgovuk
@labourrichard
@johnswinney
@eisunion
@trina1982t
@jimmyhoffareal
@grahamja51
@kirs2016

Top Replied-To in G8:
@govmurphy
@nbc6
@matt315zysk
@wplglocal10
@aoc
@washingtonpost
@em_brindley
@palmerreport
@anthony
@virtualmurph

Top Replied-To in G9:
@parents_utd
@saracureton
@halimahuss_
@itvnews
@philmyers53
@afrikabokkie
@skynews
@lukewal33981651

Top Mentioned
Top Mentioned in Entire Graph:
@parents_utd
@borisjohnson
@gavinwilliamson
@ukactionteam
@dmodoscutter
@neunion
@matthancock
@shafqat_mahmood
@educationgovuk
@drmuradpti

Top Mentioned in G1:
@parents_utd
@ukactionteam
@gavinwilliamson
@dmodoscutter
@borisjohnson
@neunion
@nhsstaffcovid19
@educationgovuk
@cyclingkev
@matthancock

Top Mentioned in G2:
@parents_utd
@karamballes
@neunion
@sep_manchester
@gavinwilliamson
@socialistteach1
@guardian
@gmb
@channel4news
@cmo_england

Top Mentioned in G3:
@borisjohnson
@govuk
@parents_utd
@matthancock
@gavinwilliamson
@nicolasturgeon
@ukactionteam
@conservatives
@bbcr4today
@marthakearney

Top Mentioned in G5:
@shafqat_mahmood
@drmuradpti
@imrankhanpti
@saeedghani1
@rajayassir_pti
@eduministrypk
@zakawaqar
@govtofpakistan
@ptiofficial
@geonews_urdu

Top Mentioned in G6:
@parents_utd
@borisjohnson
@markstokesouth
@matthancock
@karamballes
@gavinwilliamson
@thegreenparty
@eleanorgnews
@5_news
@nicolasturgeon

Top Mentioned in G7:
@gavinwilliamson
@nicolasturgeon
@drgregorsmith
@scotgov
@jasonleitch
@scotgovfm
@johnswinney
@parents_utd
@borisjohnson
@cmo_england

Top Mentioned in G8:
@vp
@govnedlamont
@massgovernor
@joebiden
@potus
@governortomwolf
@govrondesantis
@nygovcuomo
@donwinslow
@govmurphy

Top Mentioned in G9:
@parents_utd
@martynware
@channel4news
@conhome
@borisjohnson
@gletherby
@benjolly9
@scotgov

Top Mentioned in G10:
@oectaprez
@maritstiles

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@tesco
@jurylady5
@s9tmt
@sainsburys
@chuddles11
@allchanges
@sandradunn1955
@gracemurphy2
@xaelbot

Top Tweeters in G1:
@tesco
@sainsburys
@sandradunn1955
@guardian
@bbcnews
@skynews
@viralvideovlogs
@dataaugmented
@mailonline
@tsunami65

Top Tweeters in G2:
@allchanges
@dailymirror
@curiocat13
@manatrue
@christinejameis
@j_sutherland2
@jacqui703
@starsparkle_uk
@gaznorris15
@unojen_wood

Top Tweeters in G3:
@reuters
@glasgow_watch
@suegray834
@mconway70
@justmebeingme4
@redianbot
@willshome
@ht4ecosocialism
@sharpeleven
@662maz

Top Tweeters in G4:
@learnpolsci
@pauldelaney2012
@babssheking
@pdjmoo
@bubblejet
@bth77police
@iammgraham
@jeannalstars
@6060764
@missmobius

Top Tweeters in G5:
@geonews_urdu
@humnews_urdu
@24newshd
@omar_quraishi
@ptiofficial
@dawn_news
@aaj_urdu
@arynewsofficial
@arynewsud
@insafpk

Top Tweeters in G6:
@s9tmt
@socialistvoice
@catherinemginn
@boogwinchester
@cleggy261
@zoompad
@heather_c_c
@loveisbrilliant
@19mw98
@lacaldojewelery

Top Tweeters in G7:
@strengthtodream
@janeygodley
@meallyhen
@woolhatwoman
@heather63262308
@kmiba
@uksophism
@fruich
@viviengreenlee1
@sigbertganser

Top Tweeters in G8:
@washingtonpost
@mimitexasangel
@shell_loyd
@lotsofuss
@eegarim
@nbc6
@wplglocal10
@palmerreport
@realmommabear
@chriscuomo

Top Tweeters in G9:
@gracemurphy2
@hausofrushdi
@octagot
@celtjules66
@cornish_damo
@itvnews
@plantmaureen
@50linesonly
@jazzysid
@enviroman57

Top Tweeters in G10:
@chuddles11
@anneottley
@sanlin
@joyuslyfly
@nomorebooks
@exdadasin
@imacaper2
@kaijaf
@ledzep125
@megawitch


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