CDC mask, Twitter, 7/11/2021 4:27:24 AM, 258553


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CDC mask_2021-07-10_20-12-06.xlsx
CDC mask_2021-07-10_20-12-06.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 11, 2021
Short Description:
CDC mask via NodeXL https://bit.ly/3ATTO3s
@drericding
@cdcgov
@sentedcruz
@who
@robschneider
@siegelgeorge8
@theradicalsanta
@senatormelendez
@unabashedlycri1
@kerpen

Top hashtags:
#covid19
#recallgavin2020
#deltavariant
#maskup
#getvaccinated
#cdc
#wearamask

Description:
Description
The graph represents a network of 16,116 Twitter users whose recent tweets contained "CDC mask", 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 Sunday, 11 July 2021 at 03:51 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 21-minute period from Friday, 02 July 2021 at 17:43 UTC to Sunday, 11 July 2021 at 03:05 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 : 16116
Unique Edges : 22099
Edges With Duplicates : 3180
Total Edges : 25279
Number of Edge Types : 5
Retweet : 11701
MentionsInRetweet : 5105
Replies to : 2964
Mentions : 3695
Tweet : 1814
Self-Loops : 1865
Reciprocated Vertex Pair Ratio : 0.00587166223961974
Reciprocated Edge Ratio : 0.0116747741487144
Connected Components : 1951
Single-Vertex Connected Components : 994
Maximum Vertices in a Connected Component : 11797
Maximum Edges in a Connected Component : 20959
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.891248
Graph Density : 8.31121437527045E-05
Modularity : 0.759636
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,116 Twitter users whose recent tweets contained "CDC mask", 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 Sunday, 11 July 2021 at 03:51 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 21-minute period from Friday, 02 July 2021 at 17:43 UTC to Sunday, 11 July 2021 at 03:05 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 : TwitterSearch
Graph Term : CDC mask
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:
[1871] https://www.sfchronicle.com/health/article/California-Capitol-reinstates-mask-mandate-after-16299418.php
[506] https://www.bostonglobe.com/2021/07/07/opinion/masking-indoors-age-delta-variant/
[446] https://www.sfgate.com/bayarea/article/California-mask-requirement-schools-students-16304938.php
[306] https://twitter.com/who/status/1413230703605600259
[195] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[158] https://twitter.com/drericding/status/1408762971485003776
[135] https://www.cnn.com/2021/06/30/health/delta-variant-masks-wellness/index.html
[118] https://www.cbsnews.com/video/doctor-says-cdc-made-a-grave-mistake-with-relaxed-mask-guidelines/
[116] https://www.washingtonpost.com/local/education/cdc-guidelines-school-masks-k12/2021/07/09/6769a890-df56-11eb-9f54-7eee10b5fcd2_story.html
[94] https://time.com/6049612/cdc-mask-guidance-mistake/

Top URLs in Tweet in G1:
[1623] https://www.sfchronicle.com/health/article/California-Capitol-reinstates-mask-mandate-after-16299418.php
[94] https://twitter.com/who/status/1413230703605600259
[78] https://www.cbsnews.com/video/doctor-says-cdc-made-a-grave-mistake-with-relaxed-mask-guidelines/
[34] https://twitter.com/drericding/status/1411247475000754177
[18] https://www.endcoronavirus.org/blog/cdc-universal-mask-mandates
[11] https://www.dailymail.co.uk/news/article-9756975/CDC-launches-investigation-healthy-boy-dies-three-days-receiving-second-Covid-vaccine.html
[10] https://twitter.com/drericding/status/1408762971485003776
[9] https://www.cnn.com/2021/06/30/health/delta-variant-masks-wellness/index.html
[8] https://www.wsws.org/en/articles/2021/07/05/inte-j04.html
[6] https://www.change.org/p/centers-for-disease-control-and-prevention-reinstate-mask-wearing-guidance?utm_content=cl_sharecopy_29087330_en-US%3A3&recruiter=985636609&recruited_by_id=7dcee1b0-aa95-11e9-ab05-996d472d9db8&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial

Top URLs in Tweet in G2:
[68] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2781743
[40] https://www.washingtonpost.com/local/education/cdc-guidelines-school-masks-k12/2021/07/09/6769a890-df56-11eb-9f54-7eee10b5fcd2_story.html
[22] https://www.wtnh.com/news/health/coronavirus/governor-lamont-evaluating-state-mask-policy-after-cdc-guidance-drops-masks-for-vaccinated-teachers-students/
[18] http://dph.illinois.gov/news/illinois-department-public-health-adopts-cdc-covid-19-prevention-school-guidance
[16] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[16] https://twitter.com/kerpen/status/1413558914856230918
[13] https://reason.com/2021/07/02/the-cdc-rightly-contradicts-the-whos-absurdly-cautious-mask-advice-for-vaccinated-people/
[10] https://twitter.com/ProfEmilyOster/status/1411636796501417989
[9] https://twitter.com/tonysandersu46/status/1413579301560143872
[9] https://www.washingtonpost.com/outlook/2021/05/18/vaccines-no-masks-cdc/

Top URLs in Tweet in G3:
[110] https://www.cnn.com/2021/06/30/health/delta-variant-masks-wellness/index.html
[70] https://time.com/6049612/cdc-mask-guidance-mistake/
[62] https://covid.cdc.gov/covid-data-tracker/#county-view
[52] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[50] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[40] https://www.sfchronicle.com/health/article/California-Capitol-reinstates-mask-mandate-after-16299418.php
[33] https://www.washingtonpost.com/local/education/cdc-guidelines-school-masks-k12/2021/07/09/6769a890-df56-11eb-9f54-7eee10b5fcd2_story.html
[30] https://www.cdc.gov/healthywater/swimming/swimmers/steps-healthy-swimming.html
[22] https://www.cdc.gov/coronavirus/2019-ncov/community/homeless-shelters/plan-prepare-respond.html
[20] https://areomagazine.com/2021/06/30/why-even-the-vaccinated-need-to-mask-up-for-a-little-longer/

Top URLs in Tweet in G4:
[22] https://www.businessinsider.com/lyft-uber-driver-sues-cdc-over-unconstitutional-mask-mandate-2021-7
[19] https://www.foxnews.com/us/teachers-unions-praise-cdc-mask-guidance-california-equality
[14] https://m.theepochtimes.com/mkt_app/florida-man-files-lawsuit-against-cdcs-mask-mandate-in-supreme-court_3888917.html?v=ul
[9] https://twitter.com/AP/status/1413514977802027018
[9] https://twitter.com/i/events/1413515982421721094
[8] https://www.cnet.com/how-to/no-face-masks-needed-for-fully-vaccinated-kids-and-teachers-new-update-in-the-ongoing-debate/
[8] https://www.washingtonpost.com/local/education/cdc-guidelines-school-masks-k12/2021/07/09/6769a890-df56-11eb-9f54-7eee10b5fcd2_story.html
[8] https://twitter.com/ap/status/1413514977802027018
[8] https://www.zazzle.com/store/leehillerloveadvice/face+mask+face+masks
[6] https://subscribe.theepochtimes.com/p/?page=mobile

Top URLs in Tweet in G5:
[9] https://abcnews.go.com/Politics/cdc-puts-guidance-masks-schools/story?id=78752945
[7] https://www.theblaze.com/news/cdc-mask-guidelines-k-12-students-vaccinations?utm_source=dlvr.it&utm_medium=twitter
[5] https://thehayride.com/2021/03/rand-paul-criticizes-dr-fauci-over-mask-mandate-newly-uncovered-cdc-document-shows-adverse-effects/
[2] https://www.newsmax.com/newsfront/tedcruz-maskmandate-travel-airplanes/2021/06/28/id/1026751/#
[2] https://www.newsmax.com/newsfront/tedcruz-maskmandate-travel-airplanes/2021/06/28/id/1026751/
[2] https://www.cdc.gov/flu/prevent/actions-prevent-flu.htm
[2] https://m.theepochtimes.com/mkt_app/florida-man-files-lawsuit-against-cdcs-mask-mandate-in-supreme-court_3888917.html?v=ul
[2] https://www.cdc.gov/quarantine/masks/mask-travel-guidance.html
[2] https://www.lmtonline.com/politics/article/Ted-Cruz-urges-Biden-CDC-end-mask-travel-16284804.php
[1] https://www.foxnews.com/us/teachers-unions-praise-cdc-mask-guidance-california-equality

Top URLs in Tweet in G6:
[476] https://www.bostonglobe.com/2021/07/07/opinion/masking-indoors-age-delta-variant/
[169] https://twitter.com/who/status/1413230703605600259
[128] https://twitter.com/drericding/status/1408762971485003776
[119] https://www.sfchronicle.com/health/article/California-Capitol-reinstates-mask-mandate-after-16299418.php
[28] https://trib.al/dgtjJXj
[22] https://twitter.com/drericding/status/1411247475000754177
[21] https://www.cbsnews.com/video/doctor-says-cdc-made-a-grave-mistake-with-relaxed-mask-guidelines/
[18] https://www.businessinsider.com/covid-expert-vaccinated-people-can-spread-the-delta-variant-2021-7
[7] https://twitter.com/BBCNews/status/1410198837268987906?s=20
[6] https://www.cnn.com/2021/06/30/health/delta-variant-masks-wellness/index.html

Top URLs in Tweet in G7:
[16] https://www.forbes.com/sites/alisondurkee/2021/06/30/cdc-wont-change-mask-guidelines-as-delta-variant-spreads-director-says/?sh=514ac6705e75&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[11] https://www.sfchronicle.com/health/article/California-Capitol-reinstates-mask-mandate-after-16299418.php
[6] https://www.cnbc.com/2021/07/08/us-heading-for-dangerous-fall-with-surge-in-delta-covid-cases-and-return-of-indoor-mask-mandates.html
[6] https://twitter.com/LauraMiers/status/1413691173957472257
[5] https://twitter.com/husserl80/status/1413213872136368128
[4] https://twitter.com/drericding/status/1408762971485003776
[4] https://twitter.com/drericding/status/1411247475000754177
[3] https://www.endcoronavirus.org/blog/cdc-universal-mask-mandates
[3] https://www.cnn.com/2021/06/30/health/delta-variant-masks-wellness/index.html
[2] https://www.cdc.gov/vaccines/covid-19/health-departments/breakthrough-cases.html

Top URLs in Tweet in G8:
[27] https://justthenews.com/politics-policy/coronavirus/cdc-updates-school-policy-vaccinated-students-can-go-without-mask?utm_campaign=ligthouse&utm_content=cdc-updates-school-guidance-vaccinated-students-can-go-without-mask&utm_source=social-jsr&utm_medium=twitter
[23] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[22] https://www.sfgate.com/bayarea/article/California-mask-requirement-schools-students-16304938.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[2] https://www.senatenj.com/index.php/testa/testa-murphy-doubling-down-on-anti-science-mask-mandate-as-rest-of-country-lifts-restrictions/53446
[2] https://www.theepochtimes.com/biggest-us-movie-theater-chains-drop-mask-mandates-for-vaccinated-patrons_3835735.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.sfgate.com/bayarea/article/California-mask-requirement-schools-students-16304938.php
[1] https://www.washingtonpost.com/local/education/cdc-guidelines-school-masks-k12/2021/07/09/6769a890-df56-11eb-9f54-7eee10b5fcd2_story.html
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=3ba20e20-e1f7-11eb-b419-d3ab493806b2&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wOS9jZGMtdGVsbHMtc2Nob29scy10by10cmFjay1sb2NhbC1jYXNlcy1zaG90cy1hcy10aGV5LXJlb3Blbg==
[1] http://dph.illinois.gov/news/illinois-department-public-health-adopts-cdc-covid-19-prevention-school-guidance

Top URLs in Tweet in G9:
[415] https://www.sfgate.com/bayarea/article/California-mask-requirement-schools-students-16304938.php
[8] https://www.sfgate.com/bayarea/article/California-mask-requirement-schools-students-16304938.php?IPID=SFGate-HP-Editors-Picks
[6] https://trib.al/mNrKe5K
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=afbc5860-e1f7-11eb-89c3-fd9877ae1b7f&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wOS9jZGMtdGVsbHMtc2Nob29scy10by10cmFjay1sb2NhbC1jYXNlcy1zaG90cy1hcy10aGV5LXJlb3Blbg==
[1] https://justthenews.com/politics-policy/coronavirus/cdc-updates-school-policy-vaccinated-students-can-go-without-mask?utm_campaign=ligthouse&utm_content=cdc-updates-school-guidance-vaccinated-students-can-go-without-mask&utm_source=social-jsr&utm_medium=twitter
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f2fc8820-e1f7-11eb-8fc0-e9722e060c1a&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wOS9jZGMtdGVsbHMtc2Nob29scy10by10cmFjay1sb2NhbC1jYXNlcy1zaG90cy1hcy10aGV5LXJlb3Blbg==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=d7a2bb30-e1f7-11eb-8776-65bfb4f694d6&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wOS9jZGMtdGVsbHMtc2Nob29scy10by10cmFjay1sb2NhbC1jYXNlcy1zaG90cy1hcy10aGV5LXJlb3Blbg==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=a1afb230-e1f7-11eb-9c46-cbe03a3f9edc&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wOS9jZGMtdGVsbHMtc2Nob29scy10by10cmFjay1sb2NhbC1jYXNlcy1zaG90cy1hcy10aGV5LXJlb3Blbg==
[1] https://www.nbcnews.com/politics/donald-trump/trump-says-i-don-t-agree-cdc-director-s-mask-n1234253

Top URLs in Tweet in G10:
[25] https://truepundit.com/cdc-mask-recommendations-for-vaccinated-individuals-remains-unchanged-fauci-says/
[23] https://www.wfla.com/news/hillsborough-county/delta-flight-from-tampa-to-minneapolis-returns-to-gate-due-passenger-mask-issue/
[4] https://justthenews.com/politics-policy/coronavirus/cdc-updates-school-policy-vaccinated-students-can-go-without-mask?utm_campaign=ligthouse&utm_content=cdc-updates-school-guidance-vaccinated-students-can-go-without-mask&utm_source=social-jsr&utm_medium=twitter
[3] https://www.foxnews.com/health/cdc-mask-recommendations-vaccinated-individuals-unchanged-fauci
[2] https://www.sfgate.com/bayarea/article/California-mask-requirement-schools-students-16304938.php
[1] https://www.foxnews.com/us/teachers-unions-praise-cdc-mask-guidance-california-equality?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.theblaze.com/news/cdc-mask-guidelines-k-12-students-vaccinations
[1] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2781743
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[1] https://www.healthycanadians.gc.ca/recall-alert-rappel-avis/hc-sc/2021/75309a-eng.php

Top Domains
Top Domains in Tweet in Entire Graph:
[1873] sfchronicle.com
[1319] twitter.com
[772] cdc.gov
[506] bostonglobe.com
[496] sfgate.com
[184] bloomberg.com
[162] trib.al
[154] cnn.com
[141] washingtonpost.com
[123] cbsnews.com

Top Domains in Tweet in G1:
[1623] sfchronicle.com
[163] twitter.com
[78] cbsnews.com
[18] endcoronavirus.org
[13] cnn.com
[12] cdc.gov
[11] co.uk
[8] wsws.org
[6] change.org
[3] washingtonpost.com

Top Domains in Tweet in G2:
[175] bloomberg.com
[68] jamanetwork.com
[65] twitter.com
[49] washingtonpost.com
[24] cdc.gov
[22] wtnh.com
[19] reason.com
[18] illinois.gov
[4] goodmorningamerica.com
[3] medrxiv.org

Top Domains in Tweet in G3:
[267] cdc.gov
[127] twitter.com
[110] cnn.com
[71] time.com
[40] sfchronicle.com
[35] washingtonpost.com
[20] areomagazine.com
[19] forbes.com
[14] sfgate.com
[13] bostonglobe.com

Top Domains in Tweet in G4:
[148] twitter.com
[34] businessinsider.com
[33] foxnews.com
[28] theepochtimes.com
[25] cdc.gov
[23] trib.al
[19] cnet.com
[17] msn.com
[14] washingtonpost.com
[10] cnn.com

Top Domains in Tweet in G5:
[9] go.com
[7] theblaze.com
[5] thehayride.com
[4] newsmax.com
[4] foxnews.com
[4] cdc.gov
[3] theepochtimes.com
[2] dailycaller.com
[2] lmtonline.com
[1] twitter.com

Top Domains in Tweet in G6:
[476] bostonglobe.com
[330] twitter.com
[119] sfchronicle.com
[28] trib.al
[21] cbsnews.com
[19] businessinsider.com
[11] cdc.gov
[7] cnn.com
[2] news-medical.net
[1] washingtonpost.com

Top Domains in Tweet in G7:
[29] twitter.com
[16] forbes.com
[11] sfchronicle.com
[8] cdc.gov
[7] cnbc.com
[3] endcoronavirus.org
[3] cnn.com
[2] bostonglobe.com
[2] cbsnews.com
[1] time.com

Top Domains in Tweet in G8:
[27] justthenews.com
[23] sfgate.com
[23] cdc.gov
[2] senatenj.com
[2] theepochtimes.com
[1] washingtonpost.com
[1] bloomberg.com
[1] illinois.gov

Top Domains in Tweet in G9:
[423] sfgate.com
[6] trib.al
[4] bloomberg.com
[1] justthenews.com
[1] nbcnews.com

Top Domains in Tweet in G10:
[25] truepundit.com
[23] wfla.com
[5] foxnews.com
[4] justthenews.com
[4] cdc.gov
[2] sfgate.com
[1] theblaze.com
[1] jamanetwork.com
[1] gc.ca
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2340] covid19
[423] recallgavin2020
[320] deltavariant
[143] maskup
[128] getvaccinated
[108] cdc
[90] wearamask
[70] facemasks
[63] gifts
[63] shoppingonline



Top Hashtags in Tweet in G1:
[1646] covid19
[27] deltavariant
[15] cdc
[8] science
[8] sarscov2
[4] endcoronavirus
[4] zerocovid
[4] covidisairborne
[4] coronavirus
[4] maskup

Top Hashtags in Tweet in G2:
[4] covid19
[2] recallgavin2020
[1] wakeup
[1] california
[1] deltavariant
[1] wtf
[1] maskup
[1] americaunmasked
[1] bestmeme
[1] amish

Top Hashtags in Tweet in G3:
[239] covid19
[37] deltavariant
[14] wearamask
[11] maskup
[7] mask
[6] covidiots
[6] getvaccinated
[5] coronavirus
[5] cdc
[5] medtwitter

Top Hashtags in Tweet in G4:
[37] cdc
[31] covid19
[9] facemasks
[9] covidisnotover
[8] wearamask
[8] facemasks4all
[8] gifts
[8] shoppingonline
[8] healthandsafety
[8] onlineshopping

Top Hashtags in Tweet in G5:
[6] covid19
[4] covidisover
[2] flu

Top Hashtags in Tweet in G6:
[156] deltavariant
[137] covid19
[7] euro2020
[3] wearamask
[3] cdc
[1] vaxxedandmasked
[1] california
[1] health
[1] schools
[1] masks

Top Hashtags in Tweet in G7:
[11] covid19
[3] deltavariant
[2] getvaccinated
[1] pfizer
[1] delta
[1] maskpetition
[1] cdc
[1] wearamask
[1] wearadamnmask
[1] protecttheunvaccinatedkids

Top Hashtags in Tweet in G8:
[2] movietheater
[2] covid19
[1] recallgavin2020

Top Hashtags in Tweet in G9:
[415] recallgavin2020

Top Hashtags in Tweet in G10:
[2] recallgavin2020
[1] gopcorruptionovercountry
[1] foxnews
[1] foxnewsatnight
[1] shannonbream

Top Words
Top Words in Tweet in Entire Graph:
[16589] mask
[16529] cdc
[9024] vaccinated
[6977] masks
[5335] fully
[5309] wear
[3742] staffers
[2881] mandate
[2664] school
[2660] need

Top Words in Tweet in G1:
[3316] masks
[3246] staffers
[2119] mask
[2089] cdc
[1857] vaccinated
[1720] mistake
[1679] mandate
[1668] vaccination
[1658] fully
[1646] #covid19

Top Words in Tweet in G2:
[2292] mask
[2263] cdc
[1010] kids
[599] wear
[597] guidance
[559] covid
[556] schools
[538] science
[532] school
[523] masks

Top Words in Tweet in G3:
[1500] mask
[1213] cdc
[681] vaccinated
[440] guidance
[368] wear
[357] masks
[295] people
[265] fully
[259] wearing
[240] schools

Top Words in Tweet in G4:
[1084] mask
[933] cdc
[399] vaccinated
[370] wear
[186] guidance
[183] masks
[179] students
[152] school
[152] teachers
[140] people

Top Words in Tweet in G5:
[994] mask
[992] cdc
[924] vaccinated
[922] fully
[920] public
[919] mandates
[918] transportation
[916] airplanes
[915] biden
[914] follow

Top Words in Tweet in G6:
[1341] cdc
[1096] mask
[935] vaccinated
[800] right
[622] fully
[505] wear
[502] health
[491] yes
[489] indoors
[485] well

Top Words in Tweet in G7:
[851] mask
[506] vaccinated
[460] fully
[460] wear
[455] cdc
[175] distance
[170] wearing
[144] variants
[142] 2021
[141] choose

Top Words in Tweet in G8:
[869] cdc
[813] kids
[796] school
[763] wear
[760] governor
[488] mask
[453] vaccinated
[413] masks
[395] need
[380] still

Top Words in Tweet in G9:
[489] cdc
[466] wear
[465] school
[445] masks
[432] children
[423] despite
[423] california
[420] risk
[419] going
[419] year

Top Words in Tweet in G10:
[515] cdc
[488] mask
[373] randpaul
[359] over
[359] foxnews
[357] state
[356] voting
[356] laws
[356] requiring
[356] voter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5060] fully,vaccinated
[3473] wear,mask
[2599] mask,mandate
[2008] mask,mandates
[1927] regardless,vaccination
[1926] vaccination,status
[1915] masks,cdc
[1886] california,capitol
[1876] cdc,mistake
[1873] june,15

Top Word Pairs in Tweet in G1:
[1674] mask,mandate
[1640] fully,vaccinated
[1625] cdc,mistake
[1623] masks,reinstated
[1623] reinstated,california
[1623] california,capitol
[1623] capitol,reinstates
[1623] reinstates,mask
[1623] mandate,employees
[1623] employees,regardless

Top Word Pairs in Tweet in G2:
[335] cdc,mask
[312] wear,mask
[298] year,old
[283] next,month
[282] according,guidance
[282] guidance,released
[282] released,today
[282] today,america
[282] america,cdc
[282] cdc,year

Top Word Pairs in Tweet in G3:
[295] wear,mask
[250] fully,vaccinated
[186] cdc,guidance
[165] mask,mandates
[165] mask,guidance
[128] delta,variant
[123] mask,indoors
[116] mask,mandate
[111] shame,cdc
[110] cdc,revising

Top Word Pairs in Tweet in G4:
[275] wear,mask
[91] cdc,mask
[91] fully,vaccinated
[90] mask,mandate
[87] mask,guidance
[69] wearing,mask
[65] wear,masks
[63] need,wear
[59] teachers,students
[58] delta,variant

Top Word Pairs in Tweet in G5:
[919] mask,mandates
[918] public,transportation
[913] fully,vaccinated
[910] biden,cdc
[909] follow,science
[909] update,mask
[908] joe,biden
[908] vaccinated,americans
[908] americans,airplanes
[906] airplanes,public

Top Word Pairs in Tweet in G6:
[619] fully,vaccinated
[489] wear,mask
[485] mask,indoors
[477] yes,cdc
[476] vaccinated,wear
[476] indoors,health
[476] health,dept
[476] dept,yes
[476] cdc,right
[476] right,well

Top Word Pairs in Tweet in G7:
[454] fully,vaccinated
[450] wear,mask
[281] mask,fully
[158] wearing,mask
[143] vaccinated,wear
[141] cdc,wear
[140] mask,distance
[140] distance,fully
[140] vaccinated,vulnerable
[140] vulnerable,group

Top Word Pairs in Tweet in G8:
[382] wear,masks
[381] wear,mask
[381] masks,school
[379] cdc,vaccinated
[379] vaccinated,kids
[379] kids,don
[379] don,need
[379] need,wear
[379] mask,school
[379] school,governor

Top Word Pairs in Tweet in G9:
[444] wear,masks
[415] despite,experts
[415] experts,finally
[415] finally,admit
[415] admit,california
[415] california,diverging
[415] diverging,cdc
[415] cdc,going
[415] going,make
[415] make,children

Top Word Pairs in Tweet in G10:
[356] state,voting
[356] voting,laws
[356] laws,requiring
[356] requiring,voter
[356] voter,id
[356] id,akin
[356] akin,apartheid
[356] apartheid,sharpton
[356] sharpton,promises
[356] promises,take

Top Replied-To
Top Replied-To in Entire Graph:
@drericding
@ryanstruyk
@cdcgov
@ap
@aslavitt
@latimes
@sethabramson
@b52malmet
@johnpavlovitz
@kittymoonlights

Top Replied-To in G1:
@drericding
@drtomfrieden
@rweingarten
@annenigmatic
@lawrencegostin
@dgurdasani1
@jcatjcatjcat
@larrybrilliant
@storygoalposts
@chargrille

Top Replied-To in G2:
@ajlamesa
@alexberenson
@erichhartmann
@drlucymcbride
@angrybklynmom
@taragonmd
@albersadam
@jamtodtwit
@graciefacelove
@dnme828

Top Replied-To in G3:
@cdcgov
@drericding
@b52malmet
@kprather88
@cdcdirector
@sherridouville
@rioslade
@johnpavlovitz
@potus
@stonecoldpillar

Top Replied-To in G4:

Top Replied-To in G5:
@bucksexton
@sentedcruz
@tedcruz
@amazon
@newsmax
@housegop
@nrsc
@vigilanthony
@foxnews
@repmattschaefer

Top Replied-To in G6:
@ashishkjha
@drericding
@governortomwolf
@accidntlmystic
@daikichi_tinker
@who
@cdcgov
@norahma20412961
@lawrencegostin

Top Replied-To in G7:
@ryanstruyk
@leilacleigh
@logical1966
@rachc50
@kathrynresister
@tinresistagain
@chrischirp
@georgetakei
@cnn
@carolecadwalla

Top Replied-To in G8:
@andreamoffat
@jsolomonreports

Top Replied-To in G9:
@emilrandae
@matthewloop
@robschneider
@xplasmx
@notthatguytx
@deiranoth

Top Replied-To in G10:
@randpaul
@arficecoldradio
@ingrahamangle
@tyler_fite
@elsesumone
@wokewakeup
@jennpo85
@medwoman1
@mgt5150

Top Mentioned
Top Mentioned in Entire Graph:
@who
@bostonglobe
@cdcgov
@randpaul
@foxnews
@byrondonalds
@raymondarroyo
@cdc
@cnn
@linseymarr

Top Mentioned in G1:
@drericding
@cdcgov
@who
@alinouriphd
@moms4fape
@endcovid19
@covidactiongrp
@happyhexer
@zerocovidus

Top Mentioned in G2:
@cdcgov
@j_g_allen
@ashishkjha
@alexberenson
@reason
@ajlamesa
@drleanawen
@who
@seccardona
@gadph

Top Mentioned in G3:
@cdcgov
@cdc
@linseymarr
@cdcdirector
@theresa_chapple
@potus
@cbsnews
@celinegounder
@who
@danaparish

Top Mentioned in G4:
@theurbanabo
@redfuturenews
@prevail_pt

Top Mentioned in G5:
@tedcruz
@newsmax
@senategop
@housegop
@randpaul
@walmart
@justthenews
@sentedcruz
@mqsullivan
@gregabbott_tx

Top Mentioned in G6:
@who
@bostonglobe
@cdcgov
@kayleehartung
@ashishkjha
@cdc
@trevorlault
@praline5687
@nursekelsey
@charles_gaba

Top Mentioned in G7:
@cnn
@wajahatali
@ryanstruyk
@dgurdasani1
@jenrauls
@jameslflick
@cdcgov
@who
@repthomasmassie
@caffjackson

Top Mentioned in G8:
@amctheatres
@cdcgov

Top Mentioned in G9:
@robschneider
@tomselliott
@who
@cdc
@fda
@trreal
@stormshadow75x
@yesnicksearcy
@dstamp777
@msbayhaven

Top Mentioned in G10:
@randpaul
@foxnews
@byrondonalds
@raymondarroyo
@mikepompeo
@repdevinnunes
@johncornyn
@taytayay921
@gruntxrp
@foxnewsnight

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@americanair
@oldlady12345
@barntiques859
@berkleybearnews
@zyiteblog
@marciojmsilva
@chris_1791
@souljahsingh
@phildecarolis

Top Tweeters in G1:
@barntiques859
@roblwilson
@inabster
@joepranaitis
@themseries1
@politicalbee
@angelakorras
@navroopsingh_
@princessbravato
@morgfair

Top Tweeters in G2:
@drdaveanddee
@starcoreone02
@reagancbrown
@bolderthanmost
@madrynha2012
@schwingcat
@heidiec5
@bikerbd
@purpledalmation
@lynncatwalters

Top Tweeters in G3:
@missb62
@americanair
@britpoptarts
@backstorymom1
@lizditz
@bellesapepper37
@sar_oso
@amyayers16
@dovewoman1
@adekleine

Top Tweeters in G4:
@berkleybearnews
@zyiteblog
@marciojmsilva
@easyjanjansen
@politicalhedge
@coopmike48
@hipeoplebiz
@ahmadnormaulana
@davidpapp
@_yvonneburton

Top Tweeters in G5:
@israelnewslinks
@wardj15
@patriot_girl_tx
@qbankendy
@walmart
@mariko_suki277y
@cbinflux
@siaayrom
@ldga123456
@pathensley14

Top Tweeters in G6:
@sddphoto
@kenkircher1
@padakitty
@rosenchild
@marthalynneowe1
@monty_chadha
@remindme_ofthis
@hijcp
@carrybeyond
@ken_crichlow

Top Tweeters in G7:
@joni_looking
@sainsburys
@ligayaloyola
@stockguy61
@wildwillow65
@dailymirror
@wildwalkerwoman
@solusnan1
@guardian
@breakingnewzman

Top Tweeters in G8:
@blisstabitha
@elizbethlmaness
@ihatethemedia
@mamab_l
@leasavoy
@kroekertony
@bwdreyer
@dimitri2020llc
@emgraphicsonweb
@fenuccimiles

Top Tweeters in G9:
@joec1776
@dcexaminer
@admomof3
@bigplaincircle
@sandricsak
@digino69
@nofixedabode
@pedsscrub
@politiwars
@ogoriginalgoat

Top Tweeters in G10:
@chris_1791
@souljahsingh
@troubleddays
@izzysroses
@foxnews
@boottmills228
@eliz_hightower
@ktyrky1
@danielcoetzee12
@marklar1968