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Raytheon_2019-11-08_03-40-18.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Description:
Description
The graph represents a network of 5,417 Twitter users whose tweets in the requested range contained "Raytheon", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 11:41 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 1-hour, 6-minute period from Friday, 25 October 2019 at 23:52 UTC to Wednesday, 06 November 2019 at 00:59 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 : 5417
Unique Edges : 6709
Edges With Duplicates : 2288
Total Edges : 8997
Number of Edge Types : 3
Mentions : 6825
Tweet : 1307
Replies to : 865
Self-Loops : 1307
Reciprocated Vertex Pair Ratio : 0.0178488998307432
Reciprocated Edge Ratio : 0.0350718065003779
Connected Components : 977
Single-Vertex Connected Components : 541
Maximum Vertices in a Connected Component : 3426
Maximum Edges in a Connected Component : 6703
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.126817
Graph Density : 0.000225471865065093
Modularity : 0.675286
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,417 Twitter users whose tweets in the requested range contained "Raytheon", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 11:41 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 1-hour, 6-minute period from Friday, 25 October 2019 at 23:52 UTC to Wednesday, 06 November 2019 at 00:59 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 : Raytheon
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[89] https://www.opensecrets.org/orgs/summary.php?id=D000000175&cycle=2020
[59] https://www.youtube.com/watch?v=Rv16n1zNFQU&feature=youtu.be

[54] https://www.theregister.co.uk/2019/11/01/us_air_force_awards_deal_raytheon/
[51] https://www.armyrecognition.com/october_2019_global_defense_security_army_news_industry/saab_and_raytheon_have_successfully_tested_guided_carl-gustaf_munition.html
[46] https://twitter.com/Raytheon/status/1189894277255630848
[41] https://www.gizmodo.jp/2019/10/raytheon-anti-drone-laser.html
[40] https://twitter.com/Raytheon/status/1188772415112957958
[34] http://raytheon.mediaroom.com/2019-10-22-Raytheon-delivers-first-laser-counter-UAS-System-to-U-S-Air-Force
[20] http://go.theregister.com/feed/www.theregister.co.uk/2019/11/01/us_air_force_awards_deal_raytheon/
[19] http://www.janes.com/article/92294/raytheon-saab-conclude-initial-guided-flight-trials-of-guided-carl-gustaf-munition?socialmedia=twitter

Top URLs in Tweet in G1:
[49] https://www.armyrecognition.com/october_2019_global_defense_security_army_news_industry/saab_and_raytheon_have_successfully_tested_guided_carl-gustaf_munition.html
[32] http://raytheon.mediaroom.com/2019-10-22-Raytheon-delivers-first-laser-counter-UAS-System-to-U-S-Air-Force
[32] https://twitter.com/Raytheon/status/1189894277255630848
[19] http://www.janes.com/article/92294/raytheon-saab-conclude-initial-guided-flight-trials-of-guided-carl-gustaf-munition?socialmedia=twitter
[15] https://defence-blog.com/news/raytheon-releases-first-image-of-next-generation-jammer-mid-band-on-ea-18-growler.html
[10] https://twitter.com/Raytheon/status/1188772415112957958
[10] https://twitter.com/raytheon/status/1188772415112957958
[7] http://www.janes.com/article/92215/raytheon-reveals-ngj-mb-pods-for-growler?socialmedia=twitter
[5] http://www.asdnews.com/news/defense/2019/10/31/saab-raytheon-complete-successful-test-firings-guided-carlgustaf-munition?utm_source=dlvr.it&utm_medium=twitter
[5] https://tucson.com/news/local/tucson-values-teachers-fundraiser-to-recognize-high-achieving-educators/article_79b68f48-d87d-5212-b66c-5cc4e7480b1b.html?linkId=76171026

Top URLs in Tweet in G2:
[28] https://www.gizmodo.jp/2019/10/raytheon-anti-drone-laser.html
[14] https://www.theregister.co.uk/2019/11/01/us_air_force_awards_deal_raytheon/
[12] https://www.express.co.uk/news/world/1195143/drone-attack-anti-drone-weapon-laser-gun-us-air-force-raytheon
[10] http://go.theregister.com/feed/www.theregister.co.uk/2019/11/01/us_air_force_awards_deal_raytheon/
[5] https://www.gizmodo.jp/2019/10/raytheon-anti-drone-laser.html?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.defenceonline.co.uk/2019/10/29/raytheon-airmap-drone-mars/
[4] http://go.theregister.com/feed/www.theregister.co.uk/2019/11/01/us_air_force_awards_deal_raytheon/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.defenceonline.co.uk/2019/11/04/raytheon-laser-counter-uas-system-us-air-force/
[3] https://twitter.com/Raytheon/status/1188772415112957958
[3] http://www.prnewswire.com/news-releases/spear-provides-battery-to-raytheon-for-innovative-counter-uas-laser-system-300946706.html?tc=portal_CAP

Top URLs in Tweet in G3:
[59] https://www.youtube.com/watch?v=Rv16n1zNFQU&feature=youtu.be

[8] https://www.youtube.com/watch?v=Ljez7UDAnvE&feature=youtu.be

[3] https://www.youtube.com/watch?v=Ljez7UDAnvE

[2] https://spacenews.com/missile-defense-agency-selects-four-companies-to-develop-space-sensors/
[2] http://ontologforum.org/index.php/ConferenceCall_2016_03_17
[2] https://segma.co/upcomingevents.aspx
[2] https://www.youtube.com/watch?v=-miBH10bdCs&feature=youtu.be

[2] https://aagth1.blogspot.com/2019/11/raytheon-saab-carl-gustaf.html?spref=tw
[2] http://inthesetimes.com/article/21892/joe-biden-raytheon-caterpillar-stuart-eizenstat-advisor-weapons-oil
[2] https://fightingmonarch.com

Top URLs in Tweet in G5:
[12] https://twitter.com/bridgietherease/status/1188152057825378304
[7] https://thehill.com/homenews/campaign/467659-former-adviser-clinton-thinks-god-put-her-on-the-earth-to-be-president#.XbdOYwYhUSU.twitter
[3] http://masspeaceaction.org/event/raytheon-the-local-connection-to-famine-and-death-in-yemen/
[2] https://www.usnews.com/news/world/articles/2019-10-28/us-military-envisions-broad-defense-of-syrian-oilfields
[2] https://www.cbsnews.com/news/abu-bakr-al-baghdadi-isis-leader-dead-killed-in-us-raid-in-syria-2019-10-27/
[1] https://twitter.com/timeforbernie/status/1188927912159911936
[1] https://www.theamericanconservative.com/larison/the-staggering-human-cost-of-the-war-on-yemen/
[1] https://twitter.com/Volvonello/status/1188068455511199745
[1] https://twitter.com/NBCNews/status/1189506819028328449
[1] https://www.raytheon.com/contact

Top URLs in Tweet in G6:
[1] https://www.opensecrets.org/federal-lobbying/agencies/summary?cycle=2019&id=127
[1] https://www.politico.com/news/2019/10/29/ex-biden-aide-super-pac-unite-the-country-061096
[1] https://www.politico.com/story/2019/09/28/trump-ukraine-kurt-volker-1517874
[1] https://readsludge.com/2019/10/30/super-pac-backing-middle-class-joe-is-lead-by-lobbyists-corporate-consultants-and-democratic-fundraisers/
[1] https://twitter.com/Pibble_Racing/status/1190325151302328320
[1] https://twitter.com/jack/status/1189634370132303872
[1] https://www.thenation.com/article/immigration-ice-family-separation/

Top URLs in Tweet in G8:
[88] https://www.opensecrets.org/orgs/summary.php?id=D000000175&cycle=2020
[1] http://opensecrets.org/orgs/summary.p
[1] https://threadreaderapp.com/thread/1191123509830750209.html
[1] http://mil-embedded.com/news/lithium-ion-battery-for-raytheons-cuas-laser-provided-by-spear/

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=wph1bCTzmEo&feature=youtu.be

[1] http://www.youtube.com/watch?v=p34XrI2Fm6I&feature=youtu.be

[1] https://www.youtube.com/watch?v=7wQXnycq1lM&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://www.youtube.com/playlist?list=PLKDa_2kFw3PP6mY9MXeI-kcMch9FHjf7o&feature=share

[1] https://www.youtube.com/playlist?list=PLKDa_2kFw3PP8YMz3SDhFVZE6GEPiQCjE&feature=share

[1] https://www.youtube.com/watch?v=W3HWiydFlJc&feature=youtu.be&list=PLKDa_2kFw3PP6mY9MXeI-kcMch9FHjf7o

[1] https://twitter.com/Starsailoresss/status/1030379320773173248?s=20
[1] https://twitter.com/Starsailoresss/status/1035177335568384000?s=20
[1] https://www.scribd.com/doc/272297762/Donald-Trump-s-Financial-Disclosures
[1] https://www.shiftfrequency.com/dew-fires-not-wildfires/
[1] https://twitter.com/SnowdogChampion/status/1191210115996758018?s=20
[1] https://wikileaks.org/the-gifiles.html
[1] https://twitter.com/NG_Careers/status/1143581052075741185

Top Domains
Top Domains in Tweet in Entire Graph:
[320] twitter.com
[111] youtube.com
[97] co.uk
[96] opensecrets.org
[77] raytheon.com
[53] armyrecognition.com
[48] mediaroom.com
[46] gizmodo.jp
[42] janes.com
[32] theregister.com

Top Domains in Tweet in G1:
[66] twitter.com
[51] armyrecognition.com
[40] janes.com
[37] mediaroom.com
[20] defence-blog.com
[16] raytheon.com
[12] youtube.com
[11] rtn.co
[7] insidedefense.com
[7] defenseworld.net

Top Domains in Tweet in G2:
[64] twitter.com
[46] co.uk
[33] gizmodo.jp
[16] jobs.as
[15] theregister.com
[13] raytheon.com
[11] akroncantonjoycegroup.us
[11] cybersecurityjobsite.com
[11] securityclearedjobs.com
[10] dlvr.it

Top Domains in Tweet in G3:
[79] youtube.com
[7] twitter.com
[3] blogspot.com
[2] spacenews.com
[2] ontologforum.org
[2] segma.co
[2] opensecrets.org
[2] inthesetimes.com
[2] govconwire.com
[2] fightingmonarch.com

Top Domains in Tweet in G5:
[15] twitter.com
[7] thehill.com
[3] masspeaceaction.org
[2] usnews.com
[2] cbsnews.com
[2] raytheon.com
[1] theamericanconservative.com
[1] nytimes.com
[1] johnmenadue.com

Top Domains in Tweet in G6:
[2] politico.com
[2] twitter.com
[1] opensecrets.org
[1] readsludge.com
[1] thenation.com

Top Domains in Tweet in G8:
[89] opensecrets.org
[1] threadreaderapp.com
[1] mil-embedded.com

Top Domains in Tweet in G9:
[3] youtube.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] youtube.com
[1] scribd.com
[1] shiftfrequency.com
[1] wikileaks.org
[1] constantcontact.com
[1] thegazette.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[418] raytheon
[191] uva
[57] saab
[56] munition
[52] guided
[50] carl
[50] gustaf
[48] 週刊安全保障
[38] cybersecurity
[25] drones



Top Hashtags in Tweet in G1:
[104] raytheon
[51] munition
[50] saab
[49] guided
[49] carl
[49] gustaf
[35] 週刊安全保障
[16] cybersecurity
[16] カールグスタフ
[12] usnavy

Top Hashtags in Tweet in G2:
[43] raytheon
[11] raytheonjobs
[11] cybersecurityjobs
[8] drone
[8] wamnews
[8] jobs
[7] usnavy
[7] securitycleared
[7] scjobs
[6] stocks

Top Hashtags in Tweet in G3:
[13] ipptv
[13] czytambiblię
[8] freehongkong
[5] reformacja
[3] usa
[3] guided
[3] munition
[3] raytheon
[2] sdlc
[2] ontologysummit

Top Hashtags in Tweet in G4:
[190] raytheon
[190] uva

Top Hashtags in Tweet in G5:
[8] raytheon
[5] militaryindustrialcomplex
[4] bernie2020
[1] fatca
[1] yemengenocide
[1] warren
[1] divestfromwarmachine

Top Hashtags in Tweet in G6:
[1] fightfor15

Top Hashtags in Tweet in G7:
[13] uae
[7] us
[3] mohamed_bin_zayed

Top Hashtags in Tweet in G8:
[1] ukrainegate

Top Hashtags in Tweet in G9:
[4] followthemoney

Top Hashtags in Tweet in G10:
[6] raytheon
[3] trump
[2] waronrussia
[2] tomahawks
[2] syriastrikes
[2] impeach45
[2] eugenics
[2] torture
[2] dew
[1] waronsyria

Top Words
Top Words in Tweet in Entire Graph:
[2997] Words in Sentiment List#1: Positive
[1603] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[101099] Non-categorized Words
[105704] Total Words
[4150] raytheon
[417] #raytheon
[392] air
[359] s
[312] first

Top Words in Tweet in G1:
[1130] raytheon
[222] saab
[213] band
[208] first
[199] next
[195] jammer
[193] generation
[181] mid
[174] carl
[174] gustaf

Top Words in Tweet in G2:
[783] raytheon
[239] rtn
[193] co
[129] market
[94] rating
[86] surprised
[86] result
[86] changed
[83] s
[79] air

Top Words in Tweet in G3:
[174] raytheon
[77] youtube
[63] lockheedmartin
[59] 高出力エネルギー兵器
[59] 米空軍がドローン群を瞬時に壊滅するマイクロ波兵器
[59] フェイザー
[59] を配備へ
[59] ドローン撃破にraytheonが
[57] watanabeatushi
[54] boeing

Top Words in Tweet in G4:
[192] raytheon
[190] تعلن
[190] شركة
[190] عن
[190] تسليم
[190] أول
[190] نظام
[190] ليزر
[190] مضاد
[190] للطائرات

Top Words in Tweet in G5:
[90] raytheon
[29] ewarren
[27] elizabeth
[27] philosophrob
[25] warren's
[25] campaign
[20] capital
[17] etc
[16] t
[15] companies

Top Words in Tweet in G6:
[142] raytheon
[96] lobbying
[89] super
[74] firm
[72] lhfang
[72] pac
[72] reported
[72] last
[72] week
[72] formed

Top Words in Tweet in G7:
[153] raytheon
[142] defence
[136] receives
[136] president
[136] firm
[133] mohamed
[133] bin
[133] zayed
[125] mohamedbinzayed
[13] #uae

Top Words in Tweet in G8:
[96] raytheon
[93] almostjingo
[89] quick
[89] campaign
[89] donations
[89] past
[89] two
[89] cycles
[88] look
[88] djt

Top Words in Tweet in G9:
[7] establishmentno
[6] quin4trump
[5] eh
[5] raytheon
[5] traveler002
[4] wagonknoggin
[4] #followthemoney
[4] lulz
[4] gop_charity
[4] jamie32377541

Top Words in Tweet in G10:
[36] intelligence
[20] wikileaks
[18] global
[18] files
[18] revealed
[18] inner
[18] workings
[18] private
[18] firm
[18] stratfor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[232] carl,gustaf
[227] next,generation
[205] mid,band
[194] raytheon,co
[192] شركة,raytheon
[191] تعلن,شركة
[191] raytheon,عن
[191] عن,تسليم
[191] تسليم,أول
[191] أول,نظام

Top Word Pairs in Tweet in G1:
[181] mid,band
[180] next,generation
[173] carl,gustaf
[167] generation,jammer
[164] jammer,mid
[154] gustaf,munition
[136] ea,18
[134] 18,growler
[133] guided,carl
[133] band,ea

Top Word Pairs in Tweet in G2:
[180] raytheon,co
[175] co,rtn
[86] rtn,surprised
[86] surprised,market
[86] changed,rating
[69] air,force
[51] raytheon,rtn
[47] raytheon,company
[41] force,inks
[41] inks,deal

Top Word Pairs in Tweet in G3:
[59] 高出力エネルギー兵器,米空軍がドローン群を瞬時に壊滅するマイクロ波兵器
[59] 米空軍がドローン群を瞬時に壊滅するマイクロ波兵器,フェイザー
[59] フェイザー,を配備へ
[59] を配備へ,youtube
[59] youtube,ドローン撃破にraytheonが
[57] watanabeatushi,高出力エネルギー兵器
[47] boeing,raytheon
[41] przedstawiciele,firm
[41] firm,boeing
[41] raytheon,specjalnie

Top Word Pairs in Tweet in G4:
[190] تعلن,شركة
[190] شركة,raytheon
[190] raytheon,عن
[190] عن,تسليم
[190] تسليم,أول
[190] أول,نظام
[190] نظام,ليزر
[190] ليزر,مضاد
[190] مضاد,للطائرات
[190] للطائرات,بدون

Top Word Pairs in Tweet in G5:
[23] elizabeth,warren's
[14] companies,ceos
[14] ceos,executives
[14] executives,etc
[14] etc,who've
[14] who've,donated
[14] donated,elizabeth
[14] warren's,2020
[14] 2020,campaign
[14] campaign,barclays

Top Word Pairs in Tweet in G6:
[74] lobbying,firm
[72] super,pac
[72] pac,reported
[72] reported,last
[72] last,week
[72] week,formed
[72] formed,larry
[72] larry,rasky
[72] rasky,whose
[72] whose,lobbying

Top Word Pairs in Tweet in G7:
[136] receives,president
[136] defence,firm
[136] firm,raytheon
[133] mohamed,bin
[133] bin,zayed
[133] zayed,receives
[129] president,defence
[125] mohamedbinzayed,mohamed
[7] sheikh,mohamed
[7] president,#us

Top Word Pairs in Tweet in G8:
[89] raytheon,campaign
[89] campaign,donations
[89] donations,past
[89] past,two
[89] two,cycles
[88] quick,look
[88] look,raytheon
[88] cycles,djt
[88] djt,fans
[88] fans,ha

Top Word Pairs in Tweet in G9:
[4] gop_charity,jamie32377541
[4] jamie32377541,molfesew
[4] molfesew,establishmentno
[4] establishmentno,sobczaksusan
[4] sobczaksusan,luckydbldd
[4] luckydbldd,quipzone7
[4] quipzone7,traveler002
[4] traveler002,quin4trump
[3] shilohstarrs,mdaddythefirst
[3] ezvic420,gop_charity

Top Word Pairs in Tweet in G10:
[18] wikileaks,global
[18] global,intelligence
[18] intelligence,files
[18] files,revealed
[18] revealed,inner
[18] inner,workings
[18] workings,private
[18] private,intelligence
[18] intelligence,firm
[18] firm,stratfor

Top Replied-To
Top Replied-To in Entire Graph:
@raytheon
@erictheprice
@realdonaldtrump
@ewarren
@pelosisquadfive
@jesterntno
@ilikerainwater
@raytheon_aquino
@mil_std
@saab

Top Replied-To in G1:
@raytheon
@mil_std
@saab
@glenrotheshs
@armyrecognition
@adavis_defense
@worldonalert
@deptofdefense
@defensemural
@qorvoinc

Top Replied-To in G3:
@erictheprice
@pelosisquadfive
@ilikerainwater
@realdonaldtrump
@emptywheel
@gop
@berniesanders
@agotzeva
@georgeszamuely
@muhammedalev

Top Replied-To in G5:
@ewarren
@krasner4da
@philosophrob
@doughenwood
@lincolnduncan8
@lizwarrenstan
@cracknstack
@booboorx
@thehill
@alivitali

Top Replied-To in G6:
@opensecretsdc
@bridgietherease

Top Replied-To in G8:
@almostjingo
@perryalt1

Top Replied-To in G9:
@marvin_hill123
@gop_charity
@col314
@spreadbetoption

Top Replied-To in G10:
@raytheon
@veteranstoday
@haleem967
@nilsmelzer
@cholerafan
@tedlieu
@realdonaldtrump
@speakerpelosi
@wikileaks

Top Mentioned
Top Mentioned in Entire Graph:
@raytheon
@defensearab
@lthompsonlex
@usnavy
@mohamedbinzayed
@saab
@almostjingo
@youtube
@lhfang
@usairforce

Top Mentioned in G1:
@raytheon
@lthompsonlex
@usnavy
@saab
@usairforce
@armyrecognition
@defence_blog
@mil_std
@usarmy
@janesintel

Top Mentioned in G2:
@defpostmedia
@hollaka_hollala
@coachbignate
@yonsolitary
@itpsapinc
@aftvitaliy
@contractspy

Top Mentioned in G3:
@raytheon
@youtube
@lockheedmartin
@watanabeatushi
@berniesanders
@boeing
@northropgrumman
@barackobama
@hillaryclinton
@brett_mcgurk

Top Mentioned in G4:
@defensearab
@raytheon

Top Mentioned in G5:
@philosophrob
@ewarren
@doughenwood
@jimearl666
@spatial_anomaly
@jomym
@lincolnduncan8
@giizhigokwe01
@proudresister
@k810mt

Top Mentioned in G6:
@lhfang
@fightfor15
@ppolitics
@bernieupstateny
@bridgietherease
@sludge
@opensecretsdc
@cancel_sam
@alexkotch
@necronomisean

Top Mentioned in G7:
@mohamedbinzayed
@raytheon
@uae_forsan
@saab
@mbz_1961
@redbey

Top Mentioned in G8:
@almostjingo
@terryinman11
@raytheon
@madrogran
@drpainsinfo
@politicalwilli
@willinilii
@jayvanorman
@birockin
@mizdonna

Top Mentioned in G9:
@establishmentno
@quin4trump
@traveler002
@wagonknoggin
@jamie32377541
@molfesew
@sobczaksusan
@luckydbldd
@quipzone7
@ezvic420

Top Mentioned in G10:
@wikileaks
@flickrubicon
@fec
@thehill
@randpaul
@realdonaldtrump
@potus
@cspan
@intlcrimcourt
@kremlinrussia_e

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@americanair
@oldlady12345
@market_screener
@tickerreport
@alllibertynews
@consumerfeed
@3_i_n
@loupo85
@watchlistn

Top Tweeters in G1:
@loupo85
@libertad717
@sisimomo2011
@chug_soylent
@paramilipic
@hetare_gi
@hawaiibobb
@connnutmeg
@stefan_laurell
@chholte

Top Tweeters in G2:
@americanbanking
@market_screener
@tickerreport
@consumerfeed
@watchlistn
@superalloyzz
@koltovskoyyakov
@dailypoliticaln
@dakotafinancial
@zolmaxnews

Top Tweeters in G3:
@upperlimit13
@22sunrise
@andysugs
@toshiya38225944
@moemaker
@politico
@emptywheel
@luuuuuuuuuuuu
@akifj
@registas

Top Tweeters in G4:
@ddqddd3
@bxf0a
@maiasein
@mmagad7758
@gggggss_90
@uo__3
@sf8877
@aseel0r0r
@smsg3196461
@tat1389

Top Tweeters in G5:
@drdaveanddee
@thehill
@k810mt
@caffreyej
@katalin_pota
@nytimes
@paulsorrentino3
@laura78703
@charlesmunn1
@wsj

Top Tweeters in G6:
@ggg_says
@purplegarter1
@jorge_c_ny
@bernieupstateny
@nobiggovduh
@takinyera
@tkysk8r
@gadflyquebec
@vv4change
@lenababou

Top Tweeters in G7:
@3_i_n
@aljawareh11
@raumunz
@aziqlam
@alaidrooos
@ebtesam00369622
@mspan10
@emperatriz1827
@ra3i_al3in
@bentala9ool

Top Tweeters in G8:
@dclarediane
@ambinc1
@loyaltotrump
@melissa31920880
@_yvonneburton
@aliashere
@mouse458
@wendydcoe
@mightymouth5413
@saucy3george

Top Tweeters in G9:
@uthornsrawk
@davidf4444
@markgraben
@brialalexi
@rosaleeadams
@laneylane25
@adagioforstring
@get4208
@luckydbldd
@marilynlavala

Top Tweeters in G10:
@billm9
@cook_robert_l
@senseof_outrage
@cathymcrorie
@pameladrew
@gracegrace90
@qantas
@theguruwithin
@bbfrompa
@paulbris2010