PPE, Twitter, 9/19/2020 11:59:57 AM, 235470


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PPE_2020-09-19_02-20-26.xlsx
PPE_2020-09-19_02-20-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
PPE via NodeXL https://bit.ly/32JWDF1
@realdonaldtrump
@ppe_sale
@mollyjongfast
@davidmweissman
@danielslmd
@stevescalise
@danpriceseattle
@borisjohnson
@kayburley
@joebiden

Top hashtags:
#ppe
#covid19
#kdppe
#perthtanapon
#masks
#coronavirus

Description:
Description
The graph represents a network of 10,261 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 09:27 UTC.

The requested start date was Saturday, 19 September 2020 at 00:01 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 2-day, 22-hour, 1-minute period from Wednesday, 16 September 2020 at 01:59 UTC to Saturday, 19 September 2020 at 00:00 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 : 10261
Unique Edges : 7052
Edges With Duplicates : 11582
Total Edges : 18634
Number of Edge Types : 5
Retweet : 4998
MentionsInRetweet : 6917
Tweet : 1517
Replies to : 1800
Mentions : 3402
Self-Loops : 1566
Reciprocated Vertex Pair Ratio : 0.0103730664240218
Reciprocated Edge Ratio : 0.0205331412103746
Connected Components : 1695
Single-Vertex Connected Components : 477
Maximum Vertices in a Connected Component : 3848
Maximum Edges in a Connected Component : 8149
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.702584
Graph Density : 0.000105473268548582
Modularity : 0.611099
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 10,261 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 09:27 UTC.

The requested start date was Saturday, 19 September 2020 at 00:01 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 2-day, 22-hour, 1-minute period from Wednesday, 16 September 2020 at 01:59 UTC to Saturday, 19 September 2020 at 00:00 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 : PPE
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:
[121] https://bylinetimes.com/2020/09/16/company-conservative-donations-government-ppe-procurement-deal/
[44] https://bylinetimes.com/2020/09/14/government-awards-122-million-ppe-contract-to-one-month-old-firm/
[26] https://www.bloomberg.com/news/articles/2020-09-17/behind-china-s-epic-dash-for-ppe-that-left-the-world-short-on-masks
[17] https://www.mirror.co.uk/news/politics/care-home-firm-sacked-mp-22689062
[15] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143
[10] https://www.youtube.com/watch?v=jAMoswZzUUc&feature=youtu.be

[10] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate
[10] https://www.nationalreview.com/news/now-that-canada-is-rationing-masks-trudeau-faces-backlash-for-donating-medical-supplies-to-china/
[9] https://www.bbc.co.uk/news/uk-54200466
[9] https://thenewdaily.com.au/news/coronavirus/2020/09/17/estia-keilor-coronavirus-outbreak/

Top URLs in Tweet in G1:
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D1dVYxAG2hjQ&q=EgS4SO-bGL7zlfsFIhkA8aeDSzpUzxoF98q6JSFrcyTLjxLXITHfMgFy
[2] https://twitter.com/AmerIndependent/status/1306343848680054784
[1] https://twitter.com/JenniferJJacobs/status/1306672271973646343
[1] https://www.donaldjtrump.com/media/timeline-joe-biden-was-behind-the-curve-on-the-coronavirus/
[1] https://startribune.com/top-white-house-drug-policy-official-visits-minnesota-as-meth-and-fentanyl-surge-in-pandemic/572420822/
[1] https://twitter.com/trinityresists/status/1251207085607407619
[1] https://www.propublica.org/article/us-emergency-medical-stockpile-funding-unprepared-coronavirus
[1] https://www.salon.com/2020/09/16/invisible-company-owned-by-rudy-giuliani-got-taxpayer-backed-ppp-money--but-where-did-it-go/
[1] https://www.marketwatch.com/story/nurse-at-brooklyn-hospital-on-coronavirus-protective-clothing-its-a-garbage-bag-its-like-something-out-of-the-twlight-zone-2020-04-07
[1] https://www.fox21online.com/2020/09/15/wisconsin-sees-high-covid-infection-rate-loss-of-fema-funding-for-ppe-in-schools-and-other-public-entities/

Top URLs in Tweet in G2:
[7] https://www.bbc.co.uk/news/uk-54200466
[5] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143
[4] https://medium.com/indica/the-overwhelming-racism-of-covid-coverage-78e37e4ce6e8
[4] https://www.bloomberg.com/news/articles/2020-09-17/behind-china-s-epic-dash-for-ppe-that-left-the-world-short-on-masks
[4] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate
[3] https://thenewdaily.com.au/news/coronavirus/2020/09/17/estia-keilor-coronavirus-outbreak/
[3] https://twitter.com/donmoyn/status/1306614873502224385
[2] https://www.theguardian.com/us-news/2020/sep/15/coronavirus-us-nurses-ppe-covid-19?CMP=share_btn_tw
[2] https://tzuchi.us/blog/volunteers-nourish-hope-for-low-income-families-in-virginia
[2] https://www.instashieldusa.com/

Top URLs in Tweet in G4:
[89] https://bylinetimes.com/2020/09/16/company-conservative-donations-government-ppe-procurement-deal/
[12] https://bylinetimes.com/2020/09/14/government-awards-122-million-ppe-contract-to-one-month-old-firm/
[7] https://bylinetimes.com/2020/09/18/firm-meller-designs-conservative-donor-nets-millions-government-ppe-deals/
[6] https://www.theneweuropean.co.uk/top-stories/nadine-dorries-urged-to-apologise-to-nadia-whittome-1-6841653
[3] https://twitter.com/mirrorpolitics/status/1305957630205198336
[3] https://www.ppeexchange.co.uk/
[2] https://pod.link/1522910878/episode/NWY2MzIyMDVhOTIxMmI1ZDFjMmIxNjJi
[1] https://www.gov.uk/government/publications/adult-social-care-coronavirus-covid-19-winter-plan-2020-to-2021/adult-social-care-our-covid-19-winter-plan-2020-to-2021
[1] https://bit.ly/3hqAPSR
[1] https://twitter.com/SteveDaines/status/1307015342326190081

Top URLs in Tweet in G5:
[5] https://bylinetimes.com/2020/09/16/company-conservative-donations-government-ppe-procurement-deal/
[2] https://thenationalpulse.com/politics/kassam-reveals-fox-soros-debate/
[2] https://www.spiked-online.com/2020/09/17/its-time-for-ireland-to-grow-up/
[2] https://www.dailymail.co.uk/news/article-8744401/Report-claims-Covid-19-jab-trial-paused-transverse-myelitis-left-woman-struggling-walk.html
[2] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/benefit-cheat-magistrate-lied-could-15348868?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.dailymail.co.uk/news/article-8735653/Top-Tory-Ben-Bradley-declares-REFUSE-unconscious-bias-training-MPs.html
[2] https://www.dailymail.co.uk/news/article-8743551/Migrant-boats-donated-charity-September-busiest-month-Channel-crossings.html
[2] http://dailym.ai/is
[2] https://www.dailymail.co.uk/sport/formulaone/article-8743133/Kimi-Raikkonen-delivers-cheeky-jibe-Lewis-Hamilton-throwback-Instagram-post.html
[2] https://rmx.news/article/article/how-many-murders-in-germany-are-committed-by-refugees-the-government-refuses-to-say

Top URLs in Tweet in G6:
[3] https://buildyourownhousebodylife.blogspot.com/2020/04/face-masks-ppe-supplies-medical.html
[2] https://buildyourownhousebodylife.blogspot.com/2018/05/what-am-i-up-to-today-little-bit-of.html
[1] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=7c9ecdb0-f6bf-11ea-80b0-b9807377d1f6&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wOS0xNC9wYW5kZW1pYy1tYXktcGVybWFuZW50bHktcmVwbGFjZS1zb21lLWh1bWFuLWpvYnMtd2l0aC1tYWNoaW5lcw==
[1] https://twitter.com/UntergrundmannG/status/1306496473580752903
[1] https://twitter.com/AndrewYang/status/1220440518733303809
[1] https://www.amny.com/news/nurses-union-rally-in-manhattan-to-seek-more-resources-for-expected-covid-resurgence/

Top URLs in Tweet in G7:
[10] https://www.youtube.com/watch?v=jAMoswZzUUc&feature=youtu.be

[6] https://www.youtube.com/watch?v=gm5eY0pEChY&feature=youtu.be

[3] https://www.youtube.com/watch?v=TkEvag8kLXc&feature=youtu.be

[3] https://www.youtube.com/watch?v=xAxSEyX7Eh4&feature=youtu.be

[2] https://www.youtube.com/watch?v=m43DpLV8RNg&feature=youtu.be

[2] https://twitter.com/Fantopia_Th/status/1306783774672388097?s=20
[2] https://twitter.com/perthppe/status/1306230907179728898
[2] https://twitter.com/Fantopia_Th/status/1306057550811471877/video/1
[2] https://www.instagram.com/accounts/login/?next=/p/CFMY2N3lEw1/%3Figshid%3D16sy542tam3it
[2] https://www.instagram.com/accounts/login/?next=/p/CFMY2N3lEw1/%3Figshid%3D83z2nribcx1z

Top URLs in Tweet in G8:
[1] https://losangeles.cbslocal.com/2020/09/01/ahmc-healthcare-workers-hold-vigil-for-colleagues-who-lost-battle-with-coronavirus/
[1] https://eternityfuneralservicesny.com/book-of-memories/4203225/CHASE-RHENA/index.php
[1] https://www.cnn.com/2020/03/30/health/new-york-neurosurgeon-death-coronavirus-mcdonald-twins/index.html?fbclid=IwAR2w4Ji5tsx-fP60mkTiC_CaCspHfGWE_48aacOTxqdqyG3_63CKhnNH0Cs
[1] https://twitter.com/donmoyn/status/1306614873502224385
[1] https://twitter.com/SecPompeo/status/1225836989393534976
[1] https://www.newsweek.com/86-teachers-say-they-had-buy-their-own-ppe-person-classes-1532143
[1] https://twitter.com/ctzebra/status/1305295735827632128
[1] https://twitter.com/cmarinucci/status/1305581070616674304

Top URLs in Tweet in G10:
[2] https://www.bloomberg.com/news/articles/2020-09-17/behind-china-s-epic-dash-for-ppe-that-left-the-world-short-on-masks
[1] https://www.bloomberg.com/tosv.html?url=L2phdmVsaW4vY29tL2FydGljbGUvYmFzaWMvcHVibGlzaGVkLzIwMjAtMDktMTcvYmVoaW5kLWNoaW5hLXMtZXBpYy1kYXNoLWZvci1wcGUtdGhhdC1sZWZ0LXRoZS13b3JsZC1zaG9ydC1vbi1tYXNrcz91dG1fc291cmNlPXVybF9saW5rJnNyZWY9NlpFNnEyWFI=&uuid=60ab9100-f95e-11ea-8246-ff19b71abf28&vid=

Top Domains
Top Domains in Tweet in Entire Graph:
[378] twitter.com
[177] bylinetimes.com
[67] co.uk
[46] youtube.com
[40] marketserengeti.com
[39] bloomberg.com
[27] theguardian.com
[20] newsweek.com
[18] com.au
[18] bit.ly

Top Domains in Tweet in G1:
[19] twitter.com
[3] youtube.com
[2] google.com
[2] salon.com
[2] businessinsider.com
[1] donaldjtrump.com
[1] startribune.com
[1] propublica.org
[1] marketwatch.com
[1] fox21online.com

Top Domains in Tweet in G2:
[108] twitter.com
[11] co.uk
[8] com.au
[6] newsweek.com
[5] apple.news
[5] bloomberg.com
[4] theguardian.com
[4] medium.com
[4] youtube.com
[4] linkedin.com

Top Domains in Tweet in G4:
[108] bylinetimes.com
[9] co.uk
[7] twitter.com
[2] pod.link
[1] gov.uk
[1] bit.ly
[1] nytimes.com
[1] politicshome.com
[1] dutchnews.nl

Top Domains in Tweet in G5:
[37] twitter.com
[20] co.uk
[7] bylinetimes.com
[3] spiked-online.com
[2] thenationalpulse.com
[2] dailym.ai
[2] rmx.news
[2] sky.com
[2] thegatewaypundit.com
[1] thefederalist.com

Top Domains in Tweet in G6:
[5] blogspot.com
[2] twitter.com
[1] newsweek.com
[1] bloomberg.com
[1] amny.com

Top Domains in Tweet in G7:
[29] youtube.com
[8] twitter.com
[4] instagram.com
[2] facebook.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] cbslocal.com
[1] eternityfuneralservicesny.com
[1] cnn.com
[1] newsweek.com

Top Domains in Tweet in G10:
[3] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[299] ppe
[250] covid19
[162] kdppe
[146] perthtanapon
[46] masks
[45] coronavirus
[44] เพิร์ธจ้องแบบไหนพี่ก็ไม่ไหวอยู่ดี
[36] sales
[36] mba
[34] course



Top Hashtags in Tweet in G1:
[38] covid19
[10] executiveorder
[8] ppe
[8] coronavirus
[5] trumploveschina
[3] maga
[3] trumplied200kdied
[2] loser
[2] votebidenharris2020
[2] trumphidthetruth

Top Hashtags in Tweet in G2:
[50] ppe
[22] covid19
[9] coronavirus
[8] covid
[5] trumplied200kdied
[5] covid__19
[4] mask
[4] facemasks
[3] nurses
[3] foxnews

Top Hashtags in Tweet in G4:
[15] ppe
[11] bbcqt
[3] fightfor15
[3] protectallworkers
[3] podcast
[2] pmqs
[2] capitalism
[1] birmingham
[1] plainandsimple
[1] ppecorruption

Top Hashtags in Tweet in G5:
[5] bbcqt
[4] covid19
[4] defundthebbc
[2] brexit
[2] waynelinekar
[2] multiculturalism
[2] deleteuber
[2] wheretobritain
[2] coronavirus
[2] ubered

Top Hashtags in Tweet in G6:
[2] coronavirus
[1] covid19
[1] wearamask
[1] faceshields
[1] ppe
[1] masks
[1] throatcleanser
[1] workout
[1] rowing
[1] recliner

Top Hashtags in Tweet in G7:
[162] kdppe
[146] perthtanapon
[44] เพิร์ธจ้องแบบไหนพี่ก็ไม่ไหวอยู่ดี
[29] achancetoloveep4
[19] อาการงี้
[15] อาการงี้ritzxperth
[14] คอสเมดไลฟ์xเพิร์ธ
[9] perthsaintsation
[8] ritz_rueangritz
[8] ไมค์พิรัชต์

Top Hashtags in Tweet in G8:
[28] covid19
[26] ppe
[12] cawildfires
[5] sacrifice
[2] healthcareheroes
[2] getusppe
[2] wearamask
[1] votebymail
[1] trumpliedpeopledied
[1] trumpwantstoinfectus

Top Hashtags in Tweet in G9:
[1] bobcatfire

Top Words
Top Words in Tweet in Entire Graph:
[5963] ppe
[1152] र
[967] म
[773] pandemic
[768] china
[704] masks
[695] covid
[669] क
[651] 000
[638] trump

Top Words in Tweet in G1:
[378] ppe
[190] realdonaldtrump
[178] joebiden
[119] trump
[76] testing
[68] china
[66] pandemic
[58] trinityresists
[56] obama
[55] ventilators

Top Words in Tweet in G2:
[407] ppe
[61] covid
[57] mask
[50] #ppe
[50] trump
[48] masks
[37] wear
[35] pandemic
[35] people
[32] 19

Top Words in Tweet in G3:
[458] world
[457] ppe
[456] stevescalise
[456] china
[456] unleashed
[456] coronavirus
[456] lied
[456] cover
[456] hoarded
[456] leverage

Top Words in Tweet in G4:
[268] ppe
[197] government
[187] firm
[160] 400
[160] 000
[148] million
[118] conservatives
[116] 93
[112] gave
[112] wins

Top Words in Tweet in G5:
[52] ppe
[36] people
[23] care
[19] one
[19] matthancock
[17] being
[17] more
[17] borisjohnson
[16] back
[15] many

Top Words in Tweet in G6:
[300] pandemic
[299] danpriceseattle
[289] ppe
[284] teachers
[282] buy
[281] billionaires
[281] 86
[280] gained
[280] 970
[280] billion

Top Words in Tweet in G7:
[193] ร
[168] น
[165] ก
[162] #kdppe
[146] #perthtanapon
[120] ไม
[100] ว
[97] ด
[70] ม
[65] ค

Top Words in Tweet in G8:
[124] ppe
[110] same
[109] cleavon_md
[104] mollyjongfast
[100] workers
[97] died
[96] use
[95] healthcare
[95] still
[94] n95

Top Words in Tweet in G9:
[344] wear
[172] heroes
[172] don
[172] capes
[172] personal
[172] protection
[172] equipment
[172] ppe
[172] firefighters
[172] monroviaca

Top Words in Tweet in G10:
[145] ppe
[144] 武漢で新型コロナが問題になってから北京の統一戦線が動いて世界中からマスクなどの個人防護具
[144] を集めて本国に送った様子を指摘するブルームバーグの意見記事
[144] 名古屋でたった3日間で52万枚
[144] のマスクを買い占めて送ったらしい
[143] masatheman
[143] 善悪はさておきその

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[464] hoarded,ppe
[457] china,unleashed
[457] unleashed,coronavirus
[457] coronavirus,world
[457] world,lied
[457] lied,cover
[457] cover,hoarded
[457] ppe,leverage
[457] leverage,tried
[457] tried,hack

Top Word Pairs in Tweet in G1:
[57] trinityresists,joebiden
[41] replenish,ppe
[35] dr,fauci
[33] trump,kushner
[33] kushner,prosecuted
[33] prosecuted,crimes
[33] crimes,against
[33] against,humanity
[33] humanity,pretend
[33] pretend,create

Top Word Pairs in Tweet in G2:
[27] covid,19
[16] wear,ppe
[13] care,homes
[10] wear,mask
[10] blue,states
[10] free,ppe
[9] homes,free
[9] ppe,until
[9] until,march
[9] march,under

Top Word Pairs in Tweet in G3:
[456] china,unleashed
[456] unleashed,coronavirus
[456] coronavirus,world
[456] world,lied
[456] lied,cover
[456] cover,hoarded
[456] hoarded,ppe
[456] ppe,leverage
[456] leverage,tried
[456] tried,hack

Top Word Pairs in Tweet in G4:
[160] 400,000
[132] million,government
[131] government,ppe
[114] 000,conservatives
[114] 93,million
[112] gave,400
[112] conservatives,wins
[112] wins,93
[110] firm,gave
[110] ppe,deal

Top Word Pairs in Tweet in G5:
[6] fox,news
[6] kayburley,matthancock
[6] return,investment
[6] care,homes
[5] joe,biden
[5] ppe,contracts
[5] care,home
[5] great,return
[4] being,made
[4] take,knee

Top Word Pairs in Tweet in G6:
[282] buy,ppe
[281] 86,teachers
[281] teachers,buy
[280] billionaires,gained
[280] gained,970
[280] 970,billion
[280] billion,pandemic
[280] pandemic,33
[280] 33,increase
[280] increase,86

Top Word Pairs in Tweet in G7:
[84] #kdppe,#perthtanapon
[52] ก,ไม
[44] #เพ,ร
[44] ร,ธจ
[44] ธจ,องแบบไหนพ
[44] องแบบไหนพ,ก
[44] ไม,ไหวอย
[44] ไหวอย,ด
[41] #perthtanapon,#kdppe
[31] ร,ธ

Top Word Pairs in Tweet in G8:
[94] healthcare,workers
[92] mollyjongfast,nearly
[92] nearly,200
[92] 200,healthcare
[92] workers,died
[92] died,frontlines
[92] frontlines,many
[92] many,still
[92] still,don
[92] don,ppe

Top Word Pairs in Tweet in G9:
[172] heroes,don
[172] don,wear
[172] wear,capes
[172] capes,wear
[172] wear,personal
[172] personal,protection
[172] protection,equipment
[172] equipment,ppe
[172] ppe,firefighters
[172] firefighters,monroviaca

Top Word Pairs in Tweet in G10:
[144] 武漢で新型コロナが問題になってから北京の統一戦線が動いて世界中からマスクなどの個人防護具,ppe
[144] ppe,を集めて本国に送った様子を指摘するブルームバーグの意見記事
[144] を集めて本国に送った様子を指摘するブルームバーグの意見記事,名古屋でたった3日間で52万枚
[144] 名古屋でたった3日間で52万枚,のマスクを買い占めて送ったらしい
[143] masatheman,武漢で新型コロナが問題になってから北京の統一戦線が動いて世界中からマスクなどの個人防護具
[143] のマスクを買い占めて送ったらしい,善悪はさておきその

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@realdonaldtrump
@emmett_dog
@gop
@kylegriffin1
@projectlincoln
@kamalaharris
@stanley_dog
@cnn
@donwinslow

Top Replied-To in G1:
@joebiden
@realdonaldtrump
@gop
@kamalaharris
@whitehouse
@donaldjtrumpjr
@abc
@teapainusa
@buttonslives
@dailycaller

Top Replied-To in G2:

Top Replied-To in G3:
@stevescalise
@joebiden

Top Replied-To in G4:
@terrychristian
@jessicacheshi15
@townsonmax
@larry680
@conservatives
@simonubsdell
@bylinetimes
@des_childs
@mattladd1
@innovateuk

Top Replied-To in G5:
@matthancock
@scotfax
@kayburley
@jack_burton85
@lbc
@bobzyerunkle
@joelpollak
@michaelrosenyes
@borisjohnson
@bathnesukip

Top Replied-To in G6:
@danpriceseattle
@absurdlysane

Top Replied-To in G7:
@moo_katoon_ppe
@theforeverloves
@md_ppe
@welove_ps
@meeyujingjaaa
@empty_room913
@52squared_
@boomytorao
@mmarksiwat

Top Replied-To in G8:
@mollyjongfast
@govinslee
@keithsharpley
@deanofdublin
@francarose33
@federalist_10
@steak_umm

Top Mentioned
Top Mentioned in Entire Graph:
@stevescalise
@danpriceseattle
@realdonaldtrump
@monroviaca
@mtwilsonobs
@masatheman
@satyakumar_y
@joebiden
@sanjayazadsln
@cleavon_md

Top Mentioned in G1:
@realdonaldtrump
@joebiden
@trinityresists
@patricknova6
@abc
@whitehouse
@potus
@josetorresaz5
@abc2020
@kamalaharris

Top Mentioned in G2:
@amorlunalegaspi
@inquisitivegyn
@ralphlang7
@patrici17949126
@damneat2110
@johnrmoffitt
@roberthulands
@jewel_thin
@somewherecarr
@badgerstew

Top Mentioned in G3:
@stevescalise
@realdonaldtrump
@marclif48

Top Mentioned in G4:
@bylinetimes
@writesbright
@terrychristian
@doctor_oxford
@katyfbrand
@nadiawhittomemp
@compassionatep9
@fightfor15
@bbcquestiontime
@simonubsdell

Top Mentioned in G5:
@borisjohnson
@matthancock
@realdonaldtrump
@lozzafox
@ppe_sale
@brexit_sham
@kayburley
@addicted2newz
@breitbartnews
@iromg

Top Mentioned in G6:
@danpriceseattle
@reprubengallego
@nynurses
@bradhoylman

Top Mentioned in G7:
@perthppe
@ppetrends
@youtube
@chompoobingsu
@jeab_for_perth
@gonghive24
@cosmedpharma
@kiegppe
@iam_treewi
@perthppe2003

Top Mentioned in G8:
@cleavon_md
@mollyjongfast
@who
@usps
@rweingarten
@sfpelosi
@ctzebra
@stephenslayter
@deanofdublin
@ajplus

Top Mentioned in G9:
@monroviaca
@mtwilsonobs

Top Mentioned in G10:
@masatheman

Top Tweeters
Top Tweeters in Entire Graph:
@famima_reply
@famima_now
@la_patilla
@pulpnews
@missb62
@tomthunkitsmind
@contrapuntovzla
@sectest9
@dichristine
@pairsonnalitesa

Top Tweeters in G1:
@toby_dorena
@hlaurora63
@dcexaminer
@skepmi
@upchuck66
@frackhazreveal
@abc
@peri_gisele
@dailycaller
@6nsinvt

Top Tweeters in G2:
@pulpnews
@pairsonnalitesa
@legallybae
@trialanderror_v
@markplackett1
@roaring_dog
@aspiemum
@cfcpac
@morbid_elation
@starkman55

Top Tweeters in G3:
@friendlyjmc
@kassandratroy
@maryosb36485285
@goldwaterkid65
@mllnola
@imsure
@travelbug1955
@psybrspcsuprstr
@carol38553
@cjstocksup

Top Tweeters in G4:
@solutioneer72
@hazelglasgow
@dailymirror
@mcdonalds
@staircase2
@tates5a
@jeannebartram
@las2950
@socratic1
@davelawson35

Top Tweeters in G5:
@allchanges
@bamaperry
@gbroh10
@trumpcat04
@nypost
@mailonline
@shirleyyoung2
@mailsport
@georgegalloway
@bud_doggin

Top Tweeters in G6:
@purplegarter1
@teetweetshere
@blkcarmensdiego
@my2meows
@aliadair22
@louisa_faux
@lseefeldt3
@epiplexis_
@btptechsearch
@malkabethwendy

Top Tweeters in G7:
@avargas2403
@_draconix
@schinarat
@ohxsehunn
@nicexxvip
@nunamaki_kyumin
@52squared_
@md_ppe
@ys_ppe
@perthppe2003

Top Tweeters in G8:
@dichristine
@loulachat
@amor_vuelvetx
@knight201701
@murfad
@pidutdin
@janesepmeier
@persistentpengn
@boogwinchester
@james_savage15

Top Tweeters in G9:
@costanzo740
@solon594bce
@dkougar
@demuromarquez
@lucilleaustero2
@christinluvssno
@jazznyanko22
@lyn_va
@corsiar9
@emergency_life

Top Tweeters in G10:
@monocat33
@pressurejoe
@garouneko
@kadotanimitsuru
@nadhirin
@jfifudhdvhdjzuh
@rokotaro
@rogue_monk
@syuhuhaha
@ikadanna