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VaccinesWork_2022-01-16_19-19-14.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2022
Short Description:
VaccinesWork via NodeXL https://bit.ly/3A3dH89
@viralvideovlogs
@gavi
@who
@cheo
@alexmunter
@jfsebastian146
@wqbelle
@skiermichael
@krystleroseking
@wendyorent

Top hashtags:
#vaccineswork
#covid19
#myocarditis
#vaccinesideeffects
#covid
#vaccineinjuries

Description:
Description
The graph represents a network of 7,930 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 January 2022 at 03:27 UTC.

The requested start date was Monday, 17 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 23-hour, 35-minute period from Wednesday, 12 January 2022 at 12:29 UTC to Sunday, 16 January 2022 at 12:05 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 : 7930
Unique Edges : 4863
Edges With Duplicates : 11232
Total Edges : 16095
Number of Edge Types : 5
Tweet : 1848
Retweet : 5003
MentionsInRetweet : 6569
Replies to : 547
Mentions : 2128
Self-Loops : 1911
Reciprocated Vertex Pair Ratio : 0.00828331332533013
Reciprocated Edge Ratio : 0.0164305274437433
Connected Components : 1415
Single-Vertex Connected Components : 765
Maximum Vertices in a Connected Component : 4550
Maximum Edges in a Connected Component : 11196
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.129274
Graph Density : 0.000133578319693204
Modularity : 0.537268
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,930 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 January 2022 at 03:27 UTC.

The requested start date was Monday, 17 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 23-hour, 35-minute period from Wednesday, 12 January 2022 at 12:29 UTC to Sunday, 16 January 2022 at 12:05 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 : VaccinesWork
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:
[78] https://myemail.constantcontact.com/subject.html?soid=1137672036304&aid=mAj41fPWGqc
[34] https://www.gavi.org/vaccineswork/next-pandemic/marburg
[12] https://www.amazon.com/dp/B09P5TP87T
[12] https://www.amazon.co.uk/Lets-Darwin-Funny-Sarcastic-Flag/dp/B09PGRKFQ6/ref=sr_1_7?crid=2CRXXLRCUP5PN&keywords=%E2%80%8E%2BATA2MEKSAAF&qid=1640956136&sprefix=ata2meksaaf,aps,495&sr=8-7&customId=B07536XX75&th=1
[10] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[10] https://rmhcalberta.org/donate/
[9] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work
[9] https://www.gavi.org/vaccineswork/uganda-taking-vaccines-people?sf158473022=1
[9] https://www.gavi.org/vaccineswork/could-omicron-variant-end-pandemic
[8] https://www.gavi.org/vaccineswork/everything-you-need-know-about-flurona

Top URLs in Tweet in G1:
[4] https://twitter.com/WhiteHouse/status/1481257160348733443
[4] https://twitter.com/zeynep/status/1482501951065661440
[3] https://www.gavi.org/vaccineswork/next-pandemic/marburg
[3] https://www.instagram.com/accounts/login/
[2] https://twitter.com/Shirley04101935/status/1480667404644593664
[2] https://twitter.com/JackPosobiec/status/1480605014490075141
[2] https://twitter.com/ChristRescues/status/1454348209715826688
[2] https://twitter.com/hkgphnix_0316/status/1444770960171835394
[2] https://www.reuters.com/article/us-pfizer-settlement-idUSTRE5813XB20090902
[2] https://twitter.com/sailorrooscout/status/1481279888732655617

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1482579820181528576
[1] https://twitter.com/mmpadellan/status/1482419704643956737
[1] https://twitter.com/merry123459/status/1481256382443790336
[1] https://twitter.com/celliottability/status/1480924182930202627
[1] https://twitter.com/TOAdamVaughan/status/1480902129346875393
[1] https://twitter.com/CheriDiNovo/status/1481286145765949444
[1] https://twitter.com/SykesCharlie/status/1480960435671154691
[1] https://twitter.com/investguy44/status/1481258464580149250
[1] https://twitter.com/deanasumanac/status/1481276392620896256
[1] https://twitter.com/merry123459/status/1481313571921301504

Top URLs in Tweet in G3:
[12] https://www.amazon.com/dp/B09P5TP87T
[12] https://www.amazon.co.uk/Lets-Darwin-Funny-Sarcastic-Flag/dp/B09PGRKFQ6/ref=sr_1_7?crid=2CRXXLRCUP5PN&keywords=%E2%80%8E%2BATA2MEKSAAF&qid=1640956136&sprefix=ata2meksaaf,aps,495&sr=8-7&customId=B07536XX75&th=1
[3] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[1] https://twitter.com/i/web/status/1482047989539504129
[1] https://twitter.com/i/web/status/1482117846591320069
[1] https://www.statesman.com/story/news/politics/politifact/2022/01/14/unvaccinated-people-17-times-more-likely-hospitalized/6511901001/
[1] https://twitter.com/i/web/status/1481421284676276227
[1] https://twitter.com/i/web/status/1481615770266193925
[1] https://twitter.com/i/web/status/1481421573911298049
[1] https://twitter.com/i/web/status/1482201328449310721

Top URLs in Tweet in G4:
[6] https://www.gavi.org/vaccineswork/everything-you-need-know-about-flurona
[6] https://www.gavi.org/vaccineswork/uganda-taking-vaccines-people?sf158473022=1
[5] https://www.gavi.org/vaccineswork/how-covid-19-transformed-genomics-and-changed-handling-disease-outbreaks-forever
[5] https://www.gavi.org/vaccineswork/covid-19-vaccine-race
[5] https://www.gavi.org/vaccineswork/could-omicron-variant-end-pandemic
[4] https://www.gavi.org/vaccineswork/delivering-essential-vaccines-kenyas-nomadic-gosha-community
[4] https://newsroom.amref.org/news/2022/01/vaccini-se-non-sono-per-tutti-dalla-pandemia-non-esce-nessuno/
[3] https://www.gavi.org/vaccineswork/churches-are-boosting-vaccination-rates-eswatini
[3] https://www.gavi.org/vaccineswork/resilience-mothers-nigerias-displaced-people-camps
[3] https://www.gavi.org/vaccineswork/covid-healthcare-costs-catastrophic-poorest

Top URLs in Tweet in G5:
[7] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[6] https://www.dailyaza.com/2021/05/a-malian-women-gives-birth-to-9-babies.html
[4] https://click.everyaction.com/k/40637117/325244992/-147687910?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogIjBjMmY5MjQ5LTdkNzQtZWMxMS05NGY2LWM4OTY2NTBkNDQ0MiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=rAR4RRW1NuVFWnNR1-BseRH4mRfNC6a_NOPhiRz1L4s=&emci=94a8062b-7c74-ec11-94f6-c896650d4442&emdi=0c2f9249-7d74-ec11-94f6-c896650d4442&ceid=9865539
[4] https://www.skepticalraptor.com/skepticalraptorblog.php/supreme-court-rulings-on-biden-administration-vaccine-mandates-explanation/
[4] https://www.skepticalraptor.com/skepticalraptorblog.php/gayle-delong-anti-hpv-vaccine-and-anti-autism-died-from-breast-cancer/
[3] https://traveling-cook.com/find-a-covid-19-vaccine-near-you-2021-in-usa/
[3] https://click.everyaction.com/k/40600540/325082096/-1631033708?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImVjZjNjZjFhLWI0NzMtZWMxMS05NGY2LWM4OTY2NTBkOTIzYyIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=zMMRJXF7XUUO_S4xUL-Qn3cWYuxMEfNRpOwI5ucU0Uo=&emci=88e05a58-aa73-ec11-94f6-c896650d923c&emdi=ecf3cf1a-b473-ec11-94f6-c896650d923c&ceid=9865539
[3] https://www.skepticalraptor.com/skepticalraptorblog.php/flurona-you-need-both-the-flu-and-covid-19-vaccines/
[2] https://click.everyaction.com/k/40637114/325244989/-516699894?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogIjBjMmY5MjQ5LTdkNzQtZWMxMS05NGY2LWM4OTY2NTBkNDQ0MiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=rAR4RRW1NuVFWnNR1-BseRH4mRfNC6a_NOPhiRz1L4s=&emci=94a8062b-7c74-ec11-94f6-c896650d4442&emdi=0c2f9249-7d74-ec11-94f6-c896650d4442&ceid=9865539
[2] https://www.youtube.com/watch?v=lmWC14YBZfE&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1482221560400605184

Top URLs in Tweet in G7:
[4] https://childrenshealthdefense.org/defender/joseph-keating-autopsy-death-myocarditis-pfizer-covid-vaccine/
[3] https://emsindia.com/NewsDetail?q=8b70219667b9af1ffceb9ea68be4dd57
[2] https://www.bitchute.com/video/2qyOrSX8NxaP
[2] https://thetruedefender.com/300-athletes-worldwide-collapsed-on-field-after-the-c-19-vaccination-in-2021/
[1] https://odysee.com/@YoungRippa59:a/the-health-ramifications-of-constant:8?r=GqrU6bYk4NeajSQx5zXP7MBhrYW9kTsU
[1] https://www.bitchute.com/video/aNnwbasRlglJ
[1] https://tv.gab.com/channel/theclayclark/view/shocking-dr-zelenko-the-covid-19-vaccines-61dda4c801d76e0bcc0ef0d9
[1] https://twitter.com/i/web/status/1482519304981688322
[1] https://twitter.com/i/web/status/1482518866127462402
[1] https://twitter.com/i/web/status/1481065392995016705

Top URLs in Tweet in G8:
[3] https://umbevent.webex.com/umbevent/onstage/g.php?MTID=e967d98b6292e01ad90fb659e509c5637
[2] https://www.facebook.com/universityofmarylandbaltimore/?show_switched_toast=1&show_invite_to_follow=0&show_switched_tooltip=0&show_podcast_settings=0&show_community_transition=0&show_community_review_changes=0
[1] https://twitter.com/i/web/status/1482552521860263943
[1] https://www.science.org/doi/10.1126/science.abn2566?cookieSet=1
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-epi-confirmed-cases-post-vaccination.pdf?sc_lang=en
[1] https://www.cdc.gov/mmwr/volumes/70/wr/mm705152a1.htm
[1] https://www.umaryland.edu/news/archived-news/january-2022/face-to-face-vaccines-and-the-omicron-surge.php
[1] https://twitter.com/i/web/status/1481675956465115137
[1] https://twitter.com/i/web/status/1481416406545711106
[1] https://twitter.com/denovo_fatima/status/1481980291745038337

Top URLs in Tweet in G9:
[1] https://www.gavi.org/vaccineswork/long-view-100-years-and-counting-mask-wearing-japan
[1] https://twitter.com/i/web/status/1482451144249159680
[1] https://twitter.com/JaneForest11/status/1482446542795845633
[1] https://twitter.com/washingtonpost/status/1482012689752862725
[1] https://twitter.com/i/web/status/1482414381941989376
[1] https://www.cnn.com/videos/media/2022/01/15/covid-19-anti-vaccine-deaths-mockery-smerconish-vpx.cnn
[1] https://www.cnn.com/2022/01/12/americas/quebec-vaccine-mandate-intl/index.html
[1] https://twitter.com/i/web/status/1481483192632709120
[1] https://www.yahoo.com/entertainment/menace-public-health-doctors-demand-175632904.html
[1] https://www.morningbrew.com/daily/stories/public-health-experts-spotify-curb-joe-rogan

Top URLs in Tweet in G10:
[77] https://myemail.constantcontact.com/subject.html?soid=1137672036304&aid=mAj41fPWGqc
[1] https://www.gavi.org/vaccineswork/next-pandemic/marburg

Top Domains
Top Domains in Tweet in Entire Graph:
[877] twitter.com
[139] gavi.org
[78] constantcontact.com
[32] youtube.com
[26] everyaction.com
[21] co.uk
[15] amazon.com
[11] nytimes.com
[11] skepticalraptor.com
[10] williamquincybelle.com

Top Domains in Tweet in G1:
[317] twitter.com
[11] youtube.com
[9] gavi.org
[6] nature.com
[5] nytimes.com
[4] substack.com
[3] ctvnews.ca
[3] instagram.com
[3] rumble.com
[2] bloomberg.com

Top Domains in Tweet in G2:
[83] twitter.com
[6] thestar.com
[1] theguardian.com

Top Domains in Tweet in G3:
[12] amazon.com
[12] co.uk
[9] twitter.com
[3] williamquincybelle.com
[1] statesman.com

Top Domains in Tweet in G4:
[55] gavi.org
[19] twitter.com
[4] amref.org
[3] who.int
[3] ac.uk
[2] everyaction.com
[2] time.com
[2] biomedcentral.com
[1] africacdc.org
[1] nigeriahealthwatch.com

Top Domains in Tweet in G5:
[25] twitter.com
[24] everyaction.com
[11] skepticalraptor.com
[7] williamquincybelle.com
[6] dailyaza.com
[4] traveling-cook.com
[2] nature.com
[2] youtube.com
[1] who.int
[1] theguardian.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[33] twitter.com
[4] childrenshealthdefense.org
[3] bitchute.com
[3] emsindia.com
[3] nitter.net
[2] thetruedefender.com
[1] odysee.com
[1] gab.com
[1] simonparkes.org
[1] archive.org

Top Domains in Tweet in G8:
[7] twitter.com
[3] webex.com
[2] facebook.com
[1] science.org
[1] publichealthontario.ca
[1] cdc.gov
[1] umaryland.edu

Top Domains in Tweet in G9:
[13] twitter.com
[2] cnn.com
[2] northjersey.com
[1] gavi.org
[1] yahoo.com
[1] morningbrew.com
[1] wlwt.com
[1] sfgate.com
[1] nbcnews.com
[1] complex.com

Top Domains in Tweet in G10:
[77] constantcontact.com
[1] gavi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3634] vaccineswork
[1154] covid19
[814] myocarditis
[431] vaccinesideeffects
[290] covid
[271] vaccineinjuries
[264] vaccinemandate
[248] vaccineinjured
[238] vaccinessavelives
[227] vaccinedeaths



Top Hashtags in Tweet in G1:
[751] vaccineswork
[150] covid19
[76] vaccinessavelives
[61] getvaccinated
[61] covid
[43] vaccinemandate
[39] vaccine
[37] getvaccinatednow
[36] vaccinesideeffects
[34] omicron

Top Hashtags in Tweet in G2:
[553] myocarditis
[121] vaccineswork
[55] vaccinemandate
[28] vaccinemandates
[25] covidiots
[21] science
[19] data
[17] facts
[7] nevervoteconservative
[5] vaccinessavelives

Top Hashtags in Tweet in G3:
[32] vaccineswork
[23] blacklivesmatter
[20] 45lost
[20] dcstatehood
[20] voteblue
[20] endthefilibuster
[20] prstatehood
[20] fairnessdoctrine
[20] defenddaca
[20] protectvotingrights

Top Hashtags in Tweet in G4:
[124] vaccineswork
[93] covid19
[64] polio
[64] cervicalcancer
[55] uganda
[40] letsbuildug
[29] keepugandapoliofree
[28] omicron
[20] flurona
[13] zerodosechildren

Top Hashtags in Tweet in G5:
[242] covid19
[102] sarscov2
[102] placentitis
[92] vaccineswork
[32] ireland
[31] vaccines
[28] vaccine
[22] covid
[21] vaccination
[19] vaxnews

Top Hashtags in Tweet in G6:
[11] boosterdose
[11] bengalururural
[2] vaccineswork
[1] vaccination
[1] covidvaccine
[1] getvaccinatednow

Top Hashtags in Tweet in G7:
[394] vaccineswork
[361] vaccinesideeffects
[263] vaccineinjuries
[241] vaccineinjured
[226] myocarditis
[197] vaccinedeaths
[138] vaccinedeath
[117] vaccinemandate
[98] covid
[92] covidtesting

Top Hashtags in Tweet in G8:
[33] omicron
[30] vaccines
[29] vaccineswork
[9] covid19
[8] myocarditis
[6] umbfacetoface
[6] publication
[4] boostervaccines
[3] covid19ontario
[2] onhealth

Top Hashtags in Tweet in G9:
[86] vaccineswork
[24] maskup
[22] vaxup
[16] covid19
[11] getvaccinated
[7] vaccinessavelives
[6] vaccinemandate
[5] vaccines
[5] getvaccinatednow
[5] covidiots

Top Hashtags in Tweet in G10:
[80] vaccineswork
[77] tac
[20] takeactioncanada
[19] mybodymychoice
[19] novaccinepassports
[3] vaccinesideeffects
[3] vaccineinjuries
[3] vaccineinjured
[2] myocarditis

Top Words
Top Words in Tweet in Entire Graph:
[3629] #vaccineswork
[1253] see
[1154] #covid19
[854] covid
[814] #myocarditis
[645] vaccine
[637] people
[628] chance
[627] vaccinated
[626] look

Top Words in Tweet in G1:
[752] #vaccineswork
[150] #covid19
[110] covid
[83] vaccinated
[80] vaccine
[76] #vaccinessavelives
[70] people
[61] #getvaccinated
[61] #covid
[43] #vaccinemandate

Top Words in Tweet in G2:
[1104] see
[553] #myocarditis
[553] online
[553] chance
[553] share
[552] trending
[552] cheo
[551] alexmunter
[551] look
[551] gives

Top Words in Tweet in G3:
[49] skiermichael
[32] #vaccineswork
[28] anti
[25] grandpasnarky
[25] follow
[24] link
[23] #blacklivesmatter
[22] gdad1
[21] back
[20] please

Top Words in Tweet in G4:
[248] polio
[208] house
[156] hpv
[130] vaccine
[125] campaign
[124] #vaccineswork
[120] gavi
[99] oral
[93] #covid19
[93] vaccines

Top Words in Tweet in G5:
[242] #covid19
[111] #
[107] 2021
[103] fetal
[102] #sarscov2
[102] #placentitis
[101] keelinodonoghue
[96] perinatal
[96] deaths
[96] occurred

Top Words in Tweet in G6:
[237] icu
[237] beds
[237] empty
[237] hospitals
[237] full
[237] labs
[237] free
[237] ambulance
[237] running
[237] road

Top Words in Tweet in G7:
[394] #vaccineswork
[361] #vaccinesideeffects
[263] #vaccineinjuries
[241] #vaccineinjured
[226] #myocarditis
[197] #vaccinedeaths
[192] fredfunkfumb
[138] #vaccinedeath
[117] #vaccinemandate
[98] #covid

Top Words in Tweet in G8:
[154] ve
[102] against
[86] billius27
[83] important
[83] omicron
[80] severe
[79] dose
[78] significantly
[77] data
[77] disease

Top Words in Tweet in G9:
[86] #vaccineswork
[24] #maskup
[22] #vaxup
[16] #covid19
[13] joerogan
[11] kyle_loowis
[11] #getvaccinated
[10] plague11th
[10] dr
[10] repthomasmassie

Top Words in Tweet in G10:
[80] #vaccineswork
[77] #tac
[75] takeactioncan
[58] hospitals
[58] getting
[58] bonuses
[58] including
[58] killing
[57] #takeaction
[20] #takeactioncanada

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[578] see,#myocarditis
[578] #myocarditis,trending
[578] trending,online
[578] look,see
[577] online,look
[577] see,gives
[577] gives,chance
[577] chance,share
[577] share,cheo
[576] alexmunter,see

Top Word Pairs in Tweet in G1:
[47] #vaccineswork,#vaccinessavelives
[40] #covid19,#vaccineswork
[31] covid,19
[22] #vaccineswork,#covid19
[20] #getvaccinated,#vaccineswork
[18] #vaccineswork,#getvaccinated
[18] #vaccinessavelives,#vaccineswork
[16] #covid19,#vaccine
[15] #vaccineswork,#getboosted
[15] #vaccinemandate,#vaccineswork

Top Word Pairs in Tweet in G2:
[552] see,#myocarditis
[552] #myocarditis,trending
[552] trending,online
[551] online,look
[551] look,see
[551] see,gives
[551] gives,chance
[551] chance,share
[551] share,cheo
[550] alexmunter,see

Top Word Pairs in Tweet in G3:
[21] follow,back
[20] #vaccineswork,#blacklivesmatter
[20] #blacklivesmatter,#45lost
[20] #45lost,#dcstatehood
[20] #dcstatehood,#voteblue
[20] #voteblue,#endthefilibuster
[20] #endthefilibuster,#prstatehood
[20] #prstatehood,#fairnessdoctrine
[20] #fairnessdoctrine,#defenddaca
[20] #defenddaca,#protectvotingrights

Top Word Pairs in Tweet in G4:
[103] house,house
[96] oral,polio
[77] national,house
[77] house,polio
[68] take,place
[66] campaign,take
[65] january,2022
[62] polio,vaccine
[61] polio,immunization
[61] immunization,campaign

Top Word Pairs in Tweet in G5:
[102] #sarscov2,#placentitis
[96] fetal,perinatal
[96] perinatal,deaths
[96] deaths,2021
[96] 2021,#sarscov2
[96] #placentitis,occurred
[96] occurred,pregnancies
[96] pregnancies,without
[96] without,#covid19
[95] keelinodonoghue,fetal

Top Word Pairs in Tweet in G6:
[237] icu,beds
[237] beds,empty
[237] empty,hospitals
[237] hospitals,full
[237] full,labs
[237] labs,free
[237] free,ambulance
[237] ambulance,running
[237] running,road
[237] road,o2

Top Word Pairs in Tweet in G7:
[258] #vaccinesideeffects,#vaccineswork
[249] #vaccineswork,#vaccineinjuries
[241] #vaccineinjuries,#vaccineinjured
[222] #vaccineinjured,#myocarditis
[167] #myocarditis,#vaccinedeaths
[138] #vaccinedeaths,#vaccinedeath
[84] #vaccinesideeffects,#vaccinemandate
[82] #vaccinemandate,#vaccineswork
[81] heaven,end
[81] end,#vaccinesideeffects

Top Word Pairs in Tweet in G8:
[78] against,severe
[77] important,data
[77] data,ve
[77] ve,against
[77] severe,disease
[77] disease,vs
[77] vs,omicron
[77] omicron,dose
[77] dose,ve
[77] ve,wanes

Top Word Pairs in Tweet in G9:
[22] #vaccineswork,#vaxup
[22] #vaxup,#maskup
[9] 1tumnephaces,plague11th
[6] kyle_loowis,1tumnephaces
[6] #getvaccinated,#vaccineswork
[5] rembestgirl69,kyle_loowis
[4] #vaccineswork,#vaccines
[4] #covid19,#vaccineswork
[3] kyle_loowis,nahanni_
[3] nahanni_,thepeffect

Top Word Pairs in Tweet in G10:
[77] #vaccineswork,#tac
[58] hospitals,getting
[58] getting,bonuses
[58] bonuses,including
[58] including,killing
[58] killing,#vaccineswork
[57] takeactioncan,hospitals
[57] #tac,#takeaction
[20] #tac,#takeactioncanada
[19] choice,ca

Top Replied-To
Top Replied-To in Entire Graph:
@grandpasnarky
@fern2p
@kyle_loowis
@repthomasmassie
@jkwan_md
@gdad1
@ronfilipkowski
@warrendavidson
@joncoopertweets
@mr___308

Top Replied-To in G2:
@blackyouth2
@alexmunter
@theomoudakis
@timoudou
@strikeford
@j__donner
@ladymidnightxxx
@dan_gt2
@clutchdajani
@melissalantsman

Top Replied-To in G3:
@grandpasnarky
@gdad1
@ljlevine1
@liberalwarrior_
@jazzie654
@ektaka
@77sunnyandclear
@wickedeyes22
@waysideleslie
@bulldogben

Top Replied-To in G4:
@minofhealthug
@gavi
@namibiaredcross

Top Replied-To in G5:
@frankdelia7
@christo56050253
@bradentraub
@alisonpalk
@danielmalmer
@eoinrua
@lisa_mcnally1

Top Replied-To in G7:
@johnpavlovitz
@gran_papangue

Top Replied-To in G8:
@billius27
@darrellspins
@handmaid1984
@branthealthunit
@cmichaelgibson

Top Replied-To in G9:
@kyle_loowis
@repthomasmassie
@ronfilipkowski
@mr___308
@foxnews
@christinapushaw
@gamerbrain6
@rembestgirl69
@repleezeldin
@wlm131

Top Replied-To in G10:
@george_ogden

Top Mentioned
Top Mentioned in Entire Graph:
@cheo
@alexmunter
@pakfightspolio
@dr_mehta
@fredfunkfumb
@gavi
@keelinodonoghue
@jyduclos
@finlayinstituto
@jkwan_md

Top Mentioned in G1:
@renellglover
@dhammikax
@jongreyman
@jrrn29
@factnamibia
@lilminxem
@sterlinggate
@dewayne_fulton

Top Mentioned in G2:
@cheo
@alexmunter
@samarsanei
@aaljaishi
@torontostar
@fordnation
@thestar
@larryaluth
@bnodesk
@shreeparadkar

Top Mentioned in G3:
@skiermichael
@gdad1
@grandpasnarky
@ljlevine1
@1joav
@ltwlauren
@pauldereume
@redrocky31
@hannaed15616133
@katibug817

Top Mentioned in G4:
@gavi
@who
@minofhealthug
@unicefuganda
@whouganda
@unicef
@karen_saby
@immuhubs
@whowpro
@inakasiita1

Top Mentioned in G5:
@keelinodonoghue
@idsireland
@hivtox
@nature
@joebiden
@doritmi
@vaxyourfam
@skepticalraptor
@maydugancenter
@jimmcmanusph

Top Mentioned in G6:
@dr_mehta
@vanaj_r
@megirish2001
@indiantweeter

Top Mentioned in G7:
@fredfunkfumb
@xsick_worldx
@ritzb141
@savage_progress
@x3midna
@cj77944664
@imektin
@bitchute
@up4yes

Top Mentioned in G8:
@billius27
@kallmemeg
@kathleen_neuzil
@alexmunter
@cheo
@covarr_net
@umbaltimore
@umcvd
@meagancfitz
@ummedschool

Top Mentioned in G9:
@joerogan
@1tumnephaces
@plague11th
@rembestgirl69
@kyle_loowis
@repthomasmassie
@govrondesantis
@tuckercarlson
@nahanni_
@thepeffect

Top Mentioned in G10:
@takeactioncan
@fredfunkfumb
@dean_hatchy
@twiligh21059926
@mcrobredz
@elaine26459022
@algernonparry
@archaicnonsense
@djmorpheus2007
@damu98118240

Top Tweeters
Top Tweeters in Entire Graph:
@ejlazar
@innovativehindu
@united
@rjber15
@69nicebot69
@independent
@davidbewart
@baarahk
@bannerite
@evankirstel

Top Tweeters in G1:
@renellglover
@cancercurenow
@bprophetable
@ketan72
@msduhmeanor
@agargmd
@shell_eeeyyy
@rootbrian_
@larrykness
@anotherspaniel

Top Tweeters in G2:
@joannecangal
@cheryl_marlin
@ruthmkb
@hopealdridge
@blueravefinn
@smittycanada1
@torontostar
@dmacottawa
@marciasgreen
@raincoaster

Top Tweeters in G3:
@jfsebastian146
@garthworld
@larideshareguy
@dcordell2016
@cynblogger
@gdad1
@minnesotamarys
@hydeblizzardbox
@nawlinsred2010
@macsmart31

Top Tweeters in G4:
@john1966olsen
@vanguardngrnews
@ana_captures
@malqahtani2011
@rf_jenkins
@ilona84010600
@sadape54
@ohemaadufiegh
@greenurlifenow
@komungaro3

Top Tweeters in G5:
@viralvideovlogs
@lizditz
@mrtachilles
@washingtonpost
@cnn
@forbes
@cnet
@veritasever
@doritmi
@drshahrul80

Top Tweeters in G6:
@indiantweeter
@mavericklg
@sat_gollapudi
@umakrishh
@karthikrobben
@iyernbk
@achyutha
@usernameisbhakt
@spirit_hindutva
@iamquicksandman

Top Tweeters in G7:
@4tchat
@drdaveanddee
@mi2guys
@susie39212967
@mazbooooot
@lulu111593
@53pamela_h
@johnpavlovitz
@777denny_
@polucionbogota

Top Tweeters in G8:
@e2dot7182818284
@margo94
@petuniasforever
@sharon_lynch
@francodespecho
@coonavass
@die_primel
@rose_marie_holt
@giddeygirl
@otohp

Top Tweeters in G9:
@globeandmail
@foxnews
@find45sdealer
@cp24
@abcpolitics
@northjersey
@dezhentz
@jasonbaum
@frankdelia7
@stevenharp_

Top Tweeters in G10:
@janet_cutts1
@dawsonmdhoust
@la_stoffel
@lorac22allen
@pepelep48542643
@steevesralph
@truthvulgarians
@peterinsilico
@lavrys
@traz33389403