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mask mandate_2021-09-15_09-08-06.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2021
Short Description:
mask mandate via NodeXL https://bit.ly/39brJba
@msnbc
@juliahb1
@tomthunkitsmind
@ianmsc
@tavia_spencer
@rickklein
@govrondesantis
@jessicam6946
@ronfilipkowski
@kimab65

Top hashtags:
#cagov
#covid19
#breaking
#txlege
#covid
#hypocrites
#twill
#oustaoc
#masks

Description:
Description
The graph represents a network of 18,827 Twitter users whose recent tweets contained "mask mandate", 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 September 2021 at 17:03 UTC.

The tweets in the network were tweeted over the 1-day, 5-hour, 21-minute period from Tuesday, 14 September 2021 at 10:46 UTC to Wednesday, 15 September 2021 at 16:08 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 : 18827
Unique Edges : 22414
Edges With Duplicates : 2838
Total Edges : 25252
Number of Edge Types : 5
Replies to : 2905
Retweet : 12400
MentionsInRetweet : 3409
Mentions : 3638
Tweet : 2900
Self-Loops : 2955
Reciprocated Vertex Pair Ratio : 0.00803981623277182
Reciprocated Edge Ratio : 0.0159513862514242
Connected Components : 2955
Single-Vertex Connected Components : 1500
Maximum Vertices in a Connected Component : 12527
Maximum Edges in a Connected Component : 18989
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 6.914985
Graph Density : 5.94294442685066E-05
Modularity : 0.833478
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 18,827 Twitter users whose recent tweets contained "mask mandate", 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 September 2021 at 17:03 UTC.

The tweets in the network were tweeted over the 1-day, 5-hour, 21-minute period from Tuesday, 14 September 2021 at 10:46 UTC to Wednesday, 15 September 2021 at 16:08 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 : mask mandate
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:
[818] https://trib.al/pyYKrJ0
[186] https://www.rawstory.com/mask-mandate-exemption/
[133] https://www.breitbart.com/entertainment/2021/09/14/nolte-elites-violate-mask-mandate-at-grotesque-met-gala/
[111] https://www.politico.com/news/2021/09/13/mask-mandate-iowa-schools-511745
[104] https://www.wsbtv.com/news/local/atlanta/georgia-has-lost-more-than-2-dozen-teachers-staff-since-start-school-year-covid-19/SFURXQOXAJH25E3VGVZGTEU3HI/
[101] https://www.rawstory.com/madison-cawthorn-crashes-school-board-mask-mandate-meeting-to-dem-governor-we-will-not-accept-your-edicts/
[96] https://freebeacon.com/politics/nevada-democrats-costume-party/
[84] https://trib.al/CNHvEag
[84] https://twitter.com/FiveThirtyEight/status/1437934172610379778
[80] https://twitter.com/albertadoctors/status/1437838724302213120

Top URLs in Tweet in G1:
[30] https://www.rawstory.com/madison-cawthorn-crashes-school-board-mask-mandate-meeting-to-dem-governor-we-will-not-accept-your-edicts/
[26] https://www.breitbart.com/entertainment/2021/09/14/nolte-elites-violate-mask-mandate-at-grotesque-met-gala/
[19] https://www.thegatewaypundit.com/2021/09/teutopolis-il-school-district-confines-five-students-isolation-hours-punishment-protesting-mask-mandate/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[17] https://www.rawstory.com/mask-mandate-exemption/
[13] https://denver.cbslocal.com/2021/09/14/tri-county-health-teachers-could-face-criminal-charges-if-they-dont-enforce-school-mask-mandate/
[12] https://www.alternet.org/2021/09/madison-cawthorn-2655021674/
[12] https://www.dallasnews.com/news/education/2021/09/10/texas-ag-paxton-sues-richardson-isd-over-mask-mandate/
[10] https://www.texastribune.org/2021/09/14/texas-mask-mandate-lawsuits/
[9] https://www.thegatewaypundit.com/2021/09/teutopolis-il-school-district-confines-five-students-isolation-hours-punishment-protesting-mask-mandate/
[8] https://www.scarymommy.com/ron-desantis-mask-mandate-ban/

Top URLs in Tweet in G2:
[6] https://twitter.com/PeteWishart/status/1438096454871142400
[1] https://www.travellingtabby.com/scotland-coronavirus-tracker/

Top URLs in Tweet in G3:
[50] https://www.wsj.com/articles/colleges-violate-covid-19-coronavirus-vaccinated-students-mask-mandate-delta-11630677909
[17] https://fee.org/articles/new-study-finds-mask-mandate-failed-to-reduce-covid-deaths-hospitalizations-or-cases/?utm_source=Social&utm_medium=Twitter&utm_campaign=2021_FEEDotOrg
[5] https://twitter.com/dcscene/status/1438136473556037639
[3] https://freebeacon.com/politics/nevada-democrats-costume-party/
[2] https://www.theatlantic.com/ideas/archive/2021/09/school-mask-mandates-downside/619952/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8395971/
[2] https://fee.org/articles/new-study-finds-mask-mandate-failed-to-reduce-covid-deaths-hospitalizations-or-cases/
[1] https://twitter.com/govkristinoem/status/1437882196895862795

Top URLs in Tweet in G4:
[701] https://trib.al/pyYKrJ0
[97] https://www.politico.com/news/2021/09/13/mask-mandate-iowa-schools-511745
[7] https://www.fox5atlanta.com/news/georgia-professor-risks-job-to-enforce-mask-mandate-in-his-class?taid=61409a7bea02a30001b0ed2e&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[6] https://trib.al/raD7JWz
[6] https://twitter.com/nckhui/status/1437620058138755073
[5] https://trib.al/EsPEMZJ
[5] https://www.buzzfeednews.com/article/tasneemnashrulla/schools-mask-mandate-exemptions?bftwnews&utm_term=4ldqpgc#4ldqpgc
[5] https://www.fox5atlanta.com/news/georgia-professor-risks-job-to-enforce-mask-mandate-in-his-class?taid=61401e4d8673f2000160b9dd&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[4] https://trib.al/sjeQbTy
[4] https://covid19.ncdhhs.gov/media/411/open

Top URLs in Tweet in G5:
[19] https://trib.al/pyYKrJ0
[5] https://www.newsweek.com/larry-elder-vows-repeal-mask-vaccine-mandate-rally-crowd-california-recall-1621935
[5] https://www.wltx.com/article/news/health/coronavirus/richland-county-face-mask-rule/101-ab721752-0999-41e9-9021-279819148505
[3] https://www.tallahassee.com/story/news/2021/09/15/leon-leon-county-codifies-strong-suggestion-masks-mask-mandate-vaccine-desantis-florida/8340922002/
[3] https://news.yahoo.com/florida-school-district-calls-emergency-221412347.html
[3] https://www.rawstory.com/madison-cawthorn-crashes-school-board-mask-mandate-meeting-to-dem-governor-we-will-not-accept-your-edicts/
[2] https://twitter.com/BehindMy_Smile8/status/1437720582464868356
[2] https://www.abqjournal.com/2429151/nm-face-mask-mandate-to-be-extended-for-at-least-another-month.html
[2] https://www.rawstory.com/mask-mandate-exemption/
[2] https://news-expressky.com/news/local-districts-keep-mask-mandates-after-legislature-leaves-decision-to-mask-in-schools-hands/article_7ddeb2c4-1533-11ec-b996-0f0696f370c3.html#utm_campaign=blox&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G6:
[57] https://www.rawstory.com/mask-mandate-exemption/
[35] https://www.9news.com/article/news/health/coronavirus/vaccine/radio-host-pastor-dies-colorado-covid/73-4efce787-2c97-44a0-a6e6-97b62283b504
[13] https://coloradonewsline.com/2021/09/15/debate-over-booster-shots/
[13] https://trib.al/pyYKrJ0
[7] https://co.chalkbeat.org/2021/9/10/22667906/mask-mandate-colorado-schools-guidance-polis-no-requirement
[5] https://twitter.com/bamesjurky/status/1437820200569786379
[4] https://cbs58.com/news/1-in-3-covid-cases-in-wisconsin-are-children-oak-creek-parents-push-for-mask-mandate
[3] https://apple.news/A5fYroKtxRKqQVAY5Xm7_Og
[3] https://www.montereycountyweekly.com/blogs/news_blog/after-an-urgency-ordinance-fails-a-possible-county-mask-mandate-is-back-on-board-of/article_5bdbc936-14cb-11ec-ae3e-f3b23959b3a0.html
[3] https://21stcenturywire.com/2021/09/10/missouri-cafe-reopens-as-private-members-club-to-avoid-mask-mandate/

Top URLs in Tweet in G7:
[80] https://trib.al/CNHvEag
[80] https://twitter.com/FiveThirtyEight/status/1437934172610379778
[37] https://twitter.com/RonBrownstein/status/1437635015475560451
[29] https://trib.al/pyYKrJ0
[5] https://www.rawstory.com/mask-mandate-exemption/
[4] https://www.kron4.com/news/bay-area/solano-county-approves-indoor-mask-mandate/
[4] https://twitter.com/MaayanSchechter/status/1437811960083529730
[4] https://www.dallasnews.com/news/education/2021/09/10/texas-ag-paxton-sues-richardson-isd-over-mask-mandate/
[3] https://www.mcclatchydc.com/news/politics-government/article254150323.html
[3] https://twitter.com/ElenaHung202/status/1437626972738363392

Top URLs in Tweet in G8:
[65] https://www.rawstory.com/mask-mandate-exemption/
[42] https://www.blueridgenow.com/story/news/2021/09/13/hcps-board-votes-continue-mask-mandate-cawthorn-speaks-against-masks/8324009002/
[38] https://www.rawstory.com/madison-cawthorn-crashes-school-board-mask-mandate-meeting-to-dem-governor-we-will-not-accept-your-edicts/
[29] https://www.foxnews.com/politics/texas-paxton-suing-school-districts-defying-abbott-mask-mandate-executive-order
[26] https://www.rawstory.com/madison-cawthorn-crashes-school-board-mask-mandate-meeting-to-dem-governor-we-will-not-accept-your-edicts/?utm_source=dlvr.it&utm_medium=twitter
[22] https://www.alternet.org/2021/09/madison-cawthorn-2655021674/?utm_source=dlvr.it&utm_medium=twitter
[16] https://www.rawstory.com/mask-mandate-exemption/?utm_source=dlvr.it&utm_medium=twitter
[15] https://trib.al/pyYKrJ0
[13] https://www.alternet.org/2021/09/madison-cawthorn-2655021674/
[8] https://www.wfae.org/education/2021-09-15/cms-extends-covid-19-mask-mandate-while-lincoln-schools-let-masks-come-off

Top URLs in Tweet in G9:
[53] https://www.msn.com/en-us/news/crime/mask-mandate-prohibited-once-again-at-fort-worth-schools-after-parents-motion-granted/ar-AAOoDzq
[48] https://www.texasattorneygeneral.gov/news/releases/paxton-secures-temporary-restraining-order-against-paris-isd-mask-mandate-lawsuit
[27] https://www.thegatewaypundit.com/2021/09/teutopolis-il-school-district-confines-five-students-isolation-hours-punishment-protesting-mask-mandate/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[24] https://www.wfaa.com/article/news/local/appellate-court-reinstates-temporary-injunction-against-fort-worth-isd-mask-mandate-as-legal-battle-continues/287-ee7e33f2-6458-42f1-b281-fe86d1982a68
[24] https://twitter.com/therecount/status/1437563614685237253
[16] https://fee.org/articles/new-study-finds-mask-mandate-failed-to-reduce-covid-deaths-hospitalizations-or-cases/?utm_source=GeorgiaLogCabin
[6] https://www.lex18.com/news/lex-in-depth/rockcastle-county-in-top-10-for-worst-covid-rates-in-the-nation
[4] https://twitter.com/cj_isnowblue/status/1436661226122194946
[4] https://www.wpbf.com/article/st-lucie-county-school-board-votes-keep-mask-mandate-as-is/37600546?utm_campaign=snd-autopilot
[3] https://www.insider.com/mississippi-teachers-want-mask-mandate-after-thousands-kids-get-covid-2021-8

Top URLs in Tweet in G10:
[38] https://www.dmschools.org/news_release/des-moines-public-schools-will-re-instate-mask-mandate/
[23] https://www.desmoinesregister.com/story/news/education/2021/09/13/des-moines-public-schools-require-mask-mandate-after-court-ruling-iowa-ban/8327015002/
[19] https://www.iowapublicradio.org/ipr-news/2021-09-14/federal-judge-puts-iowas-school-mask-mandate-ban-on-hold
[14] https://twitter.com/amethystarlight/status/1437834652505550864
[13] https://www.cr.k12.ia.us/mask-mandate/
[11] https://twitter.com/IAStartingLine/status/1437964273670664199
[9] https://apnews.com/article/iowa-schools-mask-mandate-12fd7400ebe475ceb5eeded4c5f42e72
[9] https://www.desmoinesregister.com/story/news/politics/2021/09/13/iowa-ban-mask-mandates-schools-blocked-federal-judge-kim-reynolds-aclu-lawsuit-disabilities/8318045002/
[8] https://www.press-citizen.com/story/news/education/k-12/2021/09/14/iowa-city-community-school-district-reinstates-covid-19-mask-requirement/8331562002/
[7] https://www.desmoinesregister.com/story/news/education/2021/09/14/des-moines-schools-covid-mask-mandate-to-last-through-december-2021/8321716002/

Top Domains
Top Domains in Tweet in Entire Graph:
[1010] trib.al
[978] twitter.com
[352] rawstory.com
[237] cbslocal.com
[172] breitbart.com
[111] politico.com
[108] patch.com
[105] freebeacon.com
[104] wsbtv.com
[99] texastribune.org

Top Domains in Tweet in G1:
[154] twitter.com
[101] patch.com
[55] rawstory.com
[35] breitbart.com
[33] thegatewaypundit.com
[32] cbslocal.com
[14] texastribune.org
[13] google.com
[13] trib.al
[13] alternet.org

Top Domains in Tweet in G2:
[6] twitter.com
[1] travellingtabby.com

Top Domains in Tweet in G3:
[50] wsj.com
[19] fee.org
[6] twitter.com
[3] freebeacon.com
[2] theatlantic.com
[2] nih.gov

Top Domains in Tweet in G4:
[718] trib.al
[97] politico.com
[15] fox5atlanta.com
[13] twitter.com
[6] wbur.org
[5] rawstory.com
[5] buzzfeednews.com
[4] ncdhhs.gov
[4] msnbc.com
[3] nbcnews.com

Top Domains in Tweet in G5:
[19] trib.al
[6] rawstory.com
[5] newsweek.com
[5] wltx.com
[4] twitter.com
[3] tallahassee.com
[3] yahoo.com
[2] abqjournal.com
[2] news-expressky.com
[1] thenewcivilrightsmovement.com

Top Domains in Tweet in G6:
[62] rawstory.com
[35] 9news.com
[13] coloradonewsline.com
[13] trib.al
[9] twitter.com
[8] chalkbeat.org
[4] cbs58.com
[3] apple.news
[3] montereycountyweekly.com
[3] 21stcenturywire.com

Top Domains in Tweet in G7:
[132] twitter.com
[111] trib.al
[9] rawstory.com
[5] dispatch.com
[4] kron4.com
[4] dallasnews.com
[3] mcclatchydc.com
[2] alternet.org
[2] politico.com
[1] wftv.com

Top Domains in Tweet in G8:
[147] rawstory.com
[42] blueridgenow.com
[35] alternet.org
[29] foxnews.com
[15] trib.al
[9] wfae.org
[7] newsweek.com
[7] twitter.com
[7] thenewcivilrightsmovement.com
[6] abc6.com

Top Domains in Tweet in G9:
[53] msn.com
[48] texasattorneygeneral.gov
[38] twitter.com
[27] thegatewaypundit.com
[24] wfaa.com
[16] fee.org
[11] wpbf.com
[6] lex18.com
[3] insider.com
[3] trib.al

Top Domains in Tweet in G10:
[58] desmoinesregister.com
[53] twitter.com
[38] dmschools.org
[26] iowapublicradio.org
[17] kcrg.com
[13] ia.us
[9] apnews.com
[9] press-citizen.com
[9] kcci.com
[8] littlevillagemag.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[404] cagov
[193] covid19
[153] breaking
[108] txlege
[98] covid
[67] hypocrites
[57] twill
[56] oustaoc
[49] masks
[47] demvoice1



Top Hashtags in Tweet in G1:
[21] covid19
[13] smartnews
[9] maskup
[7] covid
[7] mask
[6] getvaccinated
[5] maskmandate
[5] maskssavelives
[5] wearamask
[4] news

Top Hashtags in Tweet in G3:
[2] nomaskmandates
[1] californiarecall

Top Hashtags in Tweet in G4:
[5] californiarecall
[5] cagov
[4] vaccine
[4] mask
[4] epidemiologist
[3] larryelder
[3] california
[2] covid19
[2] maryland
[1] irl

Top Hashtags in Tweet in G5:
[5] votenoontherecall
[5] electionday
[5] savecalifornia
[5] californiarecall
[5] tuesdaymotivations
[5] votenooncaliforniarecall
[2] newmexico

Top Hashtags in Tweet in G6:
[13] copolitics
[5] maskmandatesco
[3] missouri
[2] wearamask
[1] cagov

Top Hashtags in Tweet in G7:
[363] cagov
[5] getvaccinated
[3] wearamask
[3] maskup
[2] desantisisaliar
[2] desantisdestroysflorida
[2] protectourchildren
[2] covid19
[1] maskmandate
[1] deltavariant

Top Hashtags in Tweet in G8:
[19] nced
[15] ncpol
[14] coronavirus
[9] trump
[5] politics
[5] corruption
[4] cagov
[4] civilrights
[4] lgbtq
[3] nc11

Top Hashtags in Tweet in G9:
[24] fwisd
[24] texas
[9] florida
[9] covid19
[7] fuckyou
[3] bidenlovesafghanchildbrides
[3] buffalobills
[2] floridians
[2] floridacovid
[2] deltavariant

Top Hashtags in Tweet in G10:
[16] covid19
[9] happeningnow
[7] maskup
[4] ialegis
[3] covidkim
[3] edcolo
[3] maskssavelives
[3] rivertoriver
[3] ankeny
[3] sadtrombone

Top Words
Top Words in Tweet in Entire Graph:
[19141] mask
[16743] mandate
[4916] school
[4874] schools
[3525] state
[3221] gov
[3187] masks
[3076] more
[2738] mandates
[2305] cases

Top Words in Tweet in G1:
[1429] mask
[1309] mandate
[418] school
[204] board
[200] schools
[155] state
[150] covid
[140] masks
[136] public
[120] county

Top Words in Tweet in G2:
[1166] mask
[1166] mandate
[1125] masks
[1124] journalists
[1124] brings
[1124] back
[1123] political
[1123] choosing
[1123] wear
[1123] sitting

Top Words in Tweet in G3:
[1574] mandate
[1394] months
[1134] mask
[906] cases
[877] failure
[532] vaccinated
[521] re
[488] one
[483] well
[483] despite

Top Words in Tweet in G4:
[952] mask
[845] schools
[822] mandates
[817] judge
[815] ban
[738] state
[720] county
[717] gov
[716] cases
[715] florida

Top Words in Tweet in G5:
[1644] mask
[1555] schools
[1553] gov
[1534] more
[850] mandate
[823] school
[818] state
[792] mandates
[775] kids
[767] lose

Top Words in Tweet in G6:
[778] mask
[655] mandate
[460] lose
[448] governor
[434] statewide
[431] vaccine
[430] next
[427] issue
[426] care
[425] time

Top Words in Tweet in G7:
[845] mask
[834] percent
[737] mandate
[588] personal
[588] choice
[555] more
[553] health
[552] support
[551] 63
[551] public

Top Words in Tweet in G8:
[813] mask
[504] mandate
[460] school
[399] board
[332] madison
[299] meeting
[289] cawthorn
[237] gov
[204] johnston
[194] wear

Top Words in Tweet in G9:
[640] mask
[494] mandate
[245] govrondesantis
[210] state
[196] right
[196] those
[194] see
[189] mandates
[188] make
[187] opened

Top Words in Tweet in G10:
[694] mask
[563] mandate
[352] school
[239] iowa
[225] schools
[181] district
[163] judge
[159] students
[158] federal
[122] law

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14069] mask,mandate
[2497] mask,mandates
[1762] mandates,schools
[1393] wear,masks
[1179] back,mask
[1151] press,conference
[1149] brings,back
[1145] crowded,indoor
[1144] political,journalists
[1144] journalists,choosing

Top Word Pairs in Tweet in G1:
[1100] mask,mandate
[105] school,board
[77] school,district
[76] school,mask
[66] public,schools
[58] board,education
[52] mask,mandates
[51] wear,mask
[47] student,left
[47] left,wrong

Top Word Pairs in Tweet in G2:
[1166] mask,mandate
[1124] brings,back
[1124] back,mask
[1123] political,journalists
[1123] journalists,choosing
[1123] choosing,wear
[1123] wear,masks
[1123] masks,sitting
[1123] sitting,crowded
[1123] crowded,indoor

Top Word Pairs in Tweet in G3:
[1118] mask,mandate
[872] months,failure
[451] 17,months
[451] months,80
[451] re,going
[449] well,cases
[449] cases,singapore
[449] singapore,028
[449] 028,past
[449] past,weeks

Top Word Pairs in Tweet in G4:
[813] mask,mandates
[803] ban,mask
[713] republican,governors
[712] mandates,schools
[710] judge,ruled
[710] ruled,florida
[710] florida,immediately
[710] immediately,stop
[710] stop,enforcing
[710] enforcing,gov

Top Word Pairs in Tweet in G5:
[841] mask,mandate
[791] mask,mandates
[785] mandates,schools
[766] facts,fl
[766] fl,more
[766] more,hospitalizations
[766] hospitalizations,more
[766] more,kids
[766] kids,hospitalized
[766] hospitalized,state

Top Word Pairs in Tweet in G6:
[642] mask,mandate
[425] vaccine,mask
[423] governor,issue
[423] issue,statewide
[423] statewide,vaccine
[422] lot,tweet
[422] tweet,think
[422] think,governor
[422] mandate,very
[422] very,soon

Top Word Pairs in Tweet in G7:
[728] mask,mandate
[588] personal,choice
[551] mandate,63
[551] public,health
[443] more,public
[443] health,responsibility
[443] responsibility,personal
[363] preliminary,#cagov
[363] #cagov,exit
[363] exit,polls

Top Word Pairs in Tweet in G8:
[475] mask,mandate
[367] school,board
[282] madison,cawthorn
[190] wear,mask
[182] board,meeting
[181] gov,cooper
[180] mandate,left
[180] believe,science
[179] cawthorn,showed
[179] showed,johnston

Top Word Pairs in Tweet in G9:
[455] mask,mandate
[185] see,steep
[185] steep,decline
[185] decline,hospitalizations
[185] hospitalizations,happened
[185] happened,right
[185] right,state
[185] state,treatment
[185] treatment,sites
[185] sites,opened

Top Word Pairs in Tweet in G10:
[504] mask,mandate
[117] school,district
[112] federal,judge
[107] mask,mandates
[84] reinstate,mask
[61] staff,students
[59] students,visitors
[58] mandate,ban
[57] ban,mask
[55] public,input

Top Replied-To
Top Replied-To in Entire Graph:
@govmikedewine
@stephenking
@gregabbott_tx
@yogarespecter
@davenewworld_2
@govrondesantis
@stop_trump20
@gavinnewsom
@rachelnotley
@ggreenwald

Top Replied-To in G1:

Top Replied-To in G2:
@govgone
@juliahb1
@henry_hepburn

Top Replied-To in G3:
@scoontv
@mattwalshblog
@twin66
@dianaarcher_14
@ridleydm
@districtai
@lan_fuami
@ewoodhouse7
@ianmsc

Top Replied-To in G4:
@nbcnews
@exline_ken
@msnbc
@anacabrera
@lellingw
@iagovernor
@blue__america
@mamamaia_
@chrislhayes
@rizzledizzle21

Top Replied-To in G5:
@mdnij34
@tomthunkitsmind
@jessedrucker
@behindmy_smile8
@ariwilker
@alanbbates
@thorbaby65

Top Replied-To in G6:
@jessicam6946
@kasie
@brontyman
@didpony71
@abbeywinter1
@rockinhomestead
@5slapout
@southernmom18
@lizzymellie
@timlflood

Top Replied-To in G7:
@wallisweaver
@timinhonolulu
@spamdae
@ohaincontext
@fullfrontalsamb
@cahnemily
@mikedewine

Top Replied-To in G8:
@ronfilipkowski
@gregabbott_tx
@nc_governor
@potus
@drericding
@vp
@governorkayivey
@newday
@secmandycohen
@nofinway3

Top Replied-To in G9:
@govrondesantis
@flcaseydesantis
@grahamledger
@gregabbott_tx
@oann
@dwuhlfelderlaw
@dineshdsouza
@robfreudenthal
@thedemcoalition
@newsmax

Top Replied-To in G10:
@sarahforiowa
@iagovernor
@toddpettys
@amethystarlight
@kimreynoldsia
@iastartingline
@iowa421
@tdorman
@opalowazyrafa
@rushthewriter

Top Mentioned
Top Mentioned in Entire Graph:
@govrondesantis
@politico
@breitbartnews
@albertadoctors
@aoc
@govabbott
@kenpaxtontx
@govmikedewine
@andrewstilesusa

Top Mentioned in G1:
@hottytoddynews
@jcpsky
@cbscanner
@donny10x

Top Mentioned in G2:
@milhouse_van_ho
@markrpriestley

Top Mentioned in G3:
@mnpssafe
@robyntannehill
@feeonline
@danielscl
@justthefacts37
@soncharm
@gracialivie
@rmconservative
@bobenyart

Top Mentioned in G4:
@politico
@googlenews
@nbcnews
@msnbc
@pfizer
@fda
@wbur
@dunnclan
@nih
@hubbucket

Top Mentioned in G5:
@tomthunkitsmind
@govstitt
@demnevada

Top Mentioned in G6:
@govofco
@newslineco
@brontyman
@fromwhimsy
@abbeywinter1
@seektruthnow247
@tammy_marchand
@miraselena01
@wethepeoplepack
@no2hitting

Top Mentioned in G7:
@mikedewine
@hooverschools
@governorva
@whcos
@virginiahha
@katrinashealy
@wbhm
@politico
@potus
@vdhgov

Top Mentioned in G8:
@hcpsnc
@potus
@flotus
@fbi
@vp
@teampelosi
@cawthornfornc
@repadamschiff
@repcawthorn
@betoorourke

Top Mentioned in G9:
@govrondesantis
@gop
@tatereeves
@rockcastlecosch
@wpbf25news
@gopleader
@txag
@senategop
@lorudal

Top Mentioned in G10:
@dmschools
@kcrg
@iowasnewsnow
@franparrcb
@iagovernor
@crschools
@weareiowa5news
@kimreynoldsia
@ggerlock
@dmregister

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tomthunkitsmind
@missb62
@tesco
@knewz_currently
@americanair
@filafresh
@dichristine
@jurylady5
@pairsonnalites

Top Tweeters in G1:
@pulpnews
@knewz_currently
@pairsonnalites
@coopmike48
@cheezwitham
@stonefree63
@chronlaw
@jimpolk
@dubvnow
@cbinflux

Top Tweeters in G2:
@claudosky
@magicdmw
@_yvonneburton
@mgt_coull26
@peterpobjecky
@shiremoorpotter
@allanholloway
@benedictmpwhite
@evymoyenin
@scorpiotiger77

Top Tweeters in G3:
@copyofone
@dgendvil
@catoletters
@luigi_warren
@annafbeswick
@baizuobu
@vandacapri
@crum808
@kimmoor20918476
@redrivergrl

Top Tweeters in G4:
@missb62
@cagney1991
@padakitty
@stockguy61
@rosenchild
@denniskoch10
@frecklesxx20
@shirley10090505
@cblazblaz
@linda1746

Top Tweeters in G5:
@tomthunkitsmind
@joni_looking
@iwd12
@lindacollins11
@radlein
@windmillcharger
@jcmarbury
@girlzinger
@aprylsmithts
@pink1963dsw

Top Tweeters in G6:
@marthalynneowe1
@flipthescript8
@betterw05759703
@awelab1956
@brontyman
@lllwry
@smilan317
@solomankarl
@safetypindaily
@daretothink53

Top Tweeters in G7:
@kat4obama
@thereal_rebel
@enrico056
@lisabromley21
@metaquest
@rowast
@new_narrative
@maryalicebisho2
@rebellegrrl
@deathtocrazy

Top Tweeters in G8:
@tinamarie_80s
@rjber15
@britpoptarts
@kak089
@rhiles2760
@jjj5819
@teram323tere
@morgfair
@geegeebythesea
@billieo2

Top Tweeters in G9:
@independent
@patriotmarie
@thehill
@business
@izzysroses
@cnbc
@corrcomm
@webb_carrie
@chasrmartin
@dorothymontgom4

Top Tweeters in G10:
@solutioneer72
@mstepczyk
@thomasjankow
@shareitarie10
@lltwing
@mchovden1785
@stlhd100
@jamesisaak2
@tblackwe85
@taritac