mattis, Twitter, 6/7/2019 8:08:53 AM, 199354


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mattis_2019-06-06_13-53-53.xlsx
mattis_2019-06-06_13-53-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2019
Short Description:
mattis via NodeXL http://bit.ly/2WZqveJ
@realdonaldtrump
@mattis_david
@maggienyt
@comey
@zaleskiluke
@chrisgeidner
@deecal1
@chrisalbertolaw
@ldog562
@thehill

Top hashtags:
#mattis
#maga
#syria
#sld19
#aveyron
#smartnews
#letsgog
#assad
#trump
#memorialday

Description:
Description
The graph represents a network of 5,680 Twitter users whose tweets in the requested range contained "mattis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 June 2019 at 20:55 UTC.

The requested start date was Tuesday, 04 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 6-day, 20-hour, 1-minute period from Tuesday, 28 May 2019 at 03:59 UTC to Tuesday, 04 June 2019 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 : 5680
Unique Edges : 6684
Edges With Duplicates : 1218
Total Edges : 7902
Number of Edge Types : 3
Mentions : 5824
Tweet : 1046
Replies to : 1032
Self-Loops : 1046
Reciprocated Vertex Pair Ratio : 0.0117779929009358
Reciprocated Edge Ratio : 0.0232817732419072
Connected Components : 857
Single-Vertex Connected Components : 447
Maximum Vertices in a Connected Component : 3039
Maximum Edges in a Connected Component : 4728
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.469758
Graph Density : 0.000194409102971412
Modularity : 0.7752
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[201] https://apnews.com/6ef5aa5857d14ed48a68dec51d6a8581
[67] https://warontherocks.com/2019/05/jaw-jaw-peter-mattis-on-the-intentions-of-the-chinese-communist-party/
[49] https://thehill.com/homenews/media/445706-ex-trump-defense-secretary-mattis-releasing-book
[29] http://time.com/5596823/jim-mattis-book-call-sign-chaos/?utm_medium=socialflowtw&utm_campaign=time&xid=time_socialflow_twitter&utm_source=twitter.com
[29] https://www.washingtonexaminer.com/news/adam-schiff-encourages-intelligence-leaders-to-consider-the-example-of-secretary-mattis-and-resign
[21] https://taskandpurpose.com/james-mattis-call-sign-chaos?utm_content=buffer999da&utm_medium=social&utm_source=twitter&utm_campaign=tp-buffer
[19] https://twitter.com/brianstelter/status/1133341746174275584
[18] https://ahtribune.com/world/asia-pacific/2130-jim-molan.html
[17] https://www.stripes.com/news/us/call-sign-chaos-ex-defense-secretary-jim-mattis-book-is-coming-this-summer-1.583412
[17] http://time.com/5596823/jim-mattis-book-call-sign-chaos/

Top URLs in Tweet in G1:
[1] https://www.wsj.com/articles/trump-denies-knowing-of-directive-to-move-uss-mccain-out-of-sight-11559222411
[1] https://twitter.com/realdonaldtrump/status/1135332642851893250
[1] https://twitter.com/realdonaldtrump/status/1134223799300153347
[1] https://apnews.com/6ef5aa5857d14ed48a68dec51d6a8581
[1] https://www.militarytimes.com/news/your-military/2018/12/23/trump-triggers-another-resignation-after-sudden-syria-policy-shift/
[1] https://nationalinterest.org/feature/why-america-cant-win-the-war-afghanistan-19857
[1] https://twitter.com/rbreich/status/1077105802425454592?s=21
[1] https://www.nytimes.com/interactive/2018/03/16/us/politics/all-the-major-firings-and-resignations-in-trump-administration.html
[1] https://www.foxnews.com/world/north-korea-executes-5-officials-over-failed-kim-trump-summit-south-korean-media
[1] https://www.cmrlink.org/issues/full/the-trumpmattis-transgender-policy-what-are-the-facts

Top URLs in Tweet in G2:
[16] https://www.washingtonexaminer.com/news/adam-schiff-encourages-intelligence-leaders-to-consider-the-example-of-secretary-mattis-and-resign
[16] https://apnews.com/6ef5aa5857d14ed48a68dec51d6a8581
[16] http://time.com/5596823/jim-mattis-book-call-sign-chaos/
[7] https://www.politico.com/magazine/story/2018/12/20/mattis-resignation-trump-foreign-policy-223418?utm_source=vahelpers&utm_medium=Twitter
[7] https://vahelpers.blogspot.com/p/blog-page_77.html
[6] https://warontherocks.com/2019/05/jaw-jaw-peter-mattis-on-the-intentions-of-the-chinese-communist-party/
[6] https://www.stripes.com/news/us/call-sign-chaos-ex-defense-secretary-jim-mattis-book-is-coming-this-summer-1.583412
[6] https://thehill.com/homenews/media/445706-ex-trump-defense-secretary-mattis-releasing-book
[6] https://americanmilitarynews.com/2019/05/jim-mattis-new-book-call-sign-chaos-comes-out-in-july/
[5] https://dmlnewsapp.com/report-ex-trump-defense-secretary-mattis-set-release-book/

Top URLs in Tweet in G4:
[10] https://trib.al/0HyPYBP
[10] https://trib.al/9qw1fdI
[2] http://grrrgraphics.com/
[2] https://www.foxnews.com/opinion/elaine-parker-this-economy-is-a-gift-to-all-americans?fbclid=IwAR3-xYrtrAhdqcqVSffQX-BP83v_7WVveQDfVrcYEPtSsMfu3-3Bt80qPNc
[1] https://thehill.com/opinion/finance/445185-hispanics-still-thriving-with-the-economic-growth-of-trump-era?amp
[1] https://ca.finance.yahoo.com/news/china-gears-weaponize-rare-earths-002041977.html
[1] https://thehill.com/homenews/administration/446347-trumps-approval-rating-hits-highest-point-in-two-years
[1] https://d3i6fh83elv35t.cloudfront.net/static/2018/12/mattis-letter2.pdf
[1] https://twitter.com/votevets/status/1135208156043259905
[1] https://twitter.com/atrupar/status/1135220853090717697

Top URLs in Tweet in G5:
[2] http://www.talkmedianews.com/featured/2019/05/29/mattis-book-to-be-released-this-summer/
[1] https://twitter.com/realDonaldTrump/status/1135332642851893250
[1] https://www.nydailynews.com/news/politics/ny-white-house-uss-mccain-shanahan-20190602-ri553u4icjc6xlpehqpfzgvyvq-story.html
[1] https://www.marinecorpstimes.com/video/2018/09/06/5-other-times-mattis-dropped-terrifying-threats-on-people-2/
[1] https://twitter.com/brianschatz/status/1134215340521431040
[1] http://time.com/5596823/jim-mattis-book-call-sign-chaos/?xid=tcoshare
[1] https://thehill.com/homenews/media/445706-ex-trump-defense-secretary-mattis-releasing-book
[1] https://www.cnn.com/2019/05/28/politics/james-mattis-book-july/index.html
[1] https://www.thedailybeast.com/white-house-wanted-uss-john-mccain-out-of-sight-during-trumps-japan-trip?ref=scroll
[1] https://twitter.com/TheRickWilson/status/1133922473941110791

Top URLs in Tweet in G7:
[19] https://taskandpurpose.com/james-mattis-call-sign-chaos?utm_content=buffer999da&utm_medium=social&utm_source=twitter&utm_campaign=tp-buffer
[9] https://www.stripes.com/news/us/call-sign-chaos-ex-defense-secretary-jim-mattis-book-is-coming-this-summer-1.583412
[8] https://trib.al/HAmK6qi
[6] https://www.washingtontimes.com/news/2019/may/28/jim-mattis-those-who-want-call-sign-chaos-to-be-an/?cache1
[5] https://www.militarytimes.com/news/your-military/2019/05/28/mattis-will-have-new-book-out-this-summer-but-not-a-trump-tell-all/?utm_medium=social&utm_source=twitter.com&utm_campaign=Socialflow+MAR
[5] http://feedproxy.google.com/~r/navy-times/news/your-navy/~3/e-vIeQDqtG0/?utm_source=twitter.com&utm_medium=social&utm_campaign=Socialflow+NAV
[5] https://www.washingtontimes.com/news/2019/may/28/jim-mattis-those-who-want-call-sign-chaos-to-be-an/?cache
[4] https://www.washingtontimes.com/news/2019/may/28/james-mattis-says-memoir-will-not-be-tell-all-dona/
[3] http://www.cbsnews.com/news/former-defense-sec-james-mattis-says-forthcoming-book-is-far-from-a-tell-all/
[3] https://www.militarytimes.com/news/your-military/2019/05/28/mattis-will-have-new-book-out-this-summer-but-not-a-trump-tell-all/?utm_source=twitter.com&utm_campaign=Socialflow+AIR&utm_medium=social

Top URLs in Tweet in G8:
[79] https://apnews.com/6ef5aa5857d14ed48a68dec51d6a8581
[7] https://www.cbsnews.com/news/former-defense-sec-james-mattis-says-forthcoming-book-is-far-from-a-tell-all/?ftag=CNM-00-10aab7e&linkId=68219108
[6] https://twitter.com/khennessey/status/1133337660574044160
[6] https://www.realcleardefense.com/articles/2019/05/28/call_sign_chaos_mattis_book_is_coming_this_summer_114458.html
[6] http://abcnews.go.com/Entertainment/wireStory/defense-secretary-jim-mattis-book-coming-summer-63314973
[3] https://thehill.com/homenews/media/445706-ex-trump-defense-secretary-mattis-releasing-book
[2] https://trib.al/9qw1fdI
[1] https://twitter.com/RadioFreeTom/status/1133884757991968770
[1] https://www.nytimes.com/2019/06/02/world/middleeast/crown-prince-mohammed-bin-zayed.html
[1] https://www.pbs.org/newshour/politics/read-james-mattis-full-resignation-letter

Top URLs in Tweet in G9:
[1] https://twitter.com/MeghanMcCain/status/1133892177183105024
[1] https://www.thestate.com/entertainment/celebrities/article230890624.html

Top URLs in Tweet in G10:
[1] https://twitter.com/rebeccaballhaus/status/1133882826498220032
[1] https://www.cnn.com/2019/05/28/politics/james-mattis-book-july/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[203] apnews.com
[187] twitter.com
[67] warontherocks.com
[64] thehill.com
[54] time.com
[44] trib.al
[43] taskandpurpose.com
[35] cnn.com
[35] washingtonexaminer.com
[24] militarytimes.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] apnews.com
[1] wsj.com
[1] militarytimes.com
[1] nationalinterest.org
[1] nytimes.com
[1] foxnews.com
[1] cmrlink.org
[1] gulfnews.com
[1] pbs.org

Top Domains in Tweet in G2:
[64] twitter.com
[23] time.com
[19] washingtonexaminer.com
[17] apnews.com
[11] stripes.com
[10] thehill.com
[9] msn.com
[9] youtube.com
[9] instagram.com
[8] politico.com

Top Domains in Tweet in G4:
[20] trib.al
[4] twitter.com
[3] cnn.com
[2] grrrgraphics.com
[2] foxnews.com
[2] thehill.com
[1] yahoo.com
[1] cloudfront.net
[1] foreignpolicy.com
[1] bloomberg.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] talkmedianews.com
[1] nydailynews.com
[1] marinecorpstimes.com
[1] time.com
[1] thehill.com
[1] cnn.com
[1] thedailybeast.com
[1] seattletimes.com

Top Domains in Tweet in G7:
[21] taskandpurpose.com
[16] washingtontimes.com
[12] militarytimes.com
[11] trib.al
[9] stripes.com
[6] thehill.com
[5] google.com
[4] cbsnews.com
[4] amazon.com
[3] twitter.com

Top Domains in Tweet in G8:
[79] apnews.com
[10] twitter.com
[7] cbsnews.com
[6] realcleardefense.com
[6] go.com
[3] thehill.com
[2] trib.al
[1] nytimes.com
[1] pbs.org
[1] facebook.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] thestate.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] mattis
[21] maga
[19] syria
[18] sld19
[14] aveyron
[13] smartnews
[13] letsgog
[12] assad
[11] trump
[9] memorialday



Top Hashtags in Tweet in G1:
[3] mattis
[3] maga
[2] republican
[2] patriot
[2] q
[1] ussmccain
[1] impeachtrump
[1] unhinged
[1] potus
[1] putin

Top Hashtags in Tweet in G2:
[10] smartnews
[7] mattis
[5] trump
[4] usmc
[3] qanon
[3] maga
[3] russia
[3] kag
[2] chaos
[2] maddog

Top Hashtags in Tweet in G4:
[4] worstpresidentever
[3] memorialday
[3] pettydespot
[2] neverforget
[2] honorandremember
[2] mondaymotivation
[2] perpwalks
[2] spygate
[2] americafirst
[2] wakeupamerica

Top Hashtags in Tweet in G5:
[2] icymi
[2] secdef
[2] eucom
[2] knucklebusterproductions
[1] nato
[1] secdeftravels
[1] wearenato
[1] mattis
[1] pathetic
[1] jamesmattis

Top Hashtags in Tweet in G6:
[1] memorialday2019

Top Hashtags in Tweet in G7:
[2] maga
[1] sld19
[1] military
[1] history
[1] politics
[1] tuesdaythoughts
[1] breaking
[1] news
[1] cnn

Top Hashtags in Tweet in G8:
[11] sld19
[4] sld18
[1] rememberkhashoggi
[1] china
[1] maritimemilitia
[1] law
[1] mattis

Top Hashtags in Tweet in G9:
[1] uae
[1] poc
[1] potus
[1] mccain

Top Words
Top Words in Tweet in Entire Graph:
[2829] Words in Sentiment List#1: Positive
[2659] Words in Sentiment List#2: Negative
[50] Words in Sentiment List#3: Angry/Violent
[103447] Non-categorized Words
[108929] Total Words
[3245] mattis
[892] secretary
[881] defense
[845] book
[830] jim

Top Words in Tweet in G1:
[453] realdonaldtrump
[265] mcmaster
[241] trump
[208] people
[205] 1
[205] 2
[202] blamed
[202] mccabe
[201] 5
[201] 6

Top Words in Tweet in G2:
[465] mattis
[205] book
[174] secretary
[167] defense
[134] jim
[115] summer
[104] coming
[102] trump
[86] james
[85] former

Top Words in Tweet in G3:
[419] maddog
[419] mattis
[419] goat
[419] merica
[418] cloydrivers

Top Words in Tweet in G4:
[79] mattis
[67] trump
[63] realdonaldtrump
[43] s
[38] cnnpolitics
[37] president
[36] mueller
[30] defense
[29] secretary
[29] new

Top Words in Tweet in G5:
[132] mattis
[69] general
[54] realdonaldtrump
[47] louisemensch
[47] second
[45] course
[45] listened
[45] rely
[45] hand
[45] gossip

Top Words in Tweet in G6:
[172] comey
[166] serve
[166] today
[164] passed
[164] through
[164] ranks
[164] spirit
[164] echoes
[164] those
[164] air

Top Words in Tweet in G7:
[145] mattis
[114] book
[61] james
[58] former
[57] new
[48] titles
[44] secretary
[44] defense
[36] out
[35] trump

Top Words in Tweet in G8:
[145] mattis
[105] book
[97] defense
[91] secretary
[91] ap
[90] coming
[90] summer
[88] jim
[86] ex
[77] khennessey

Top Words in Tweet in G9:
[252] marine
[131] mattis
[129] 3
[127] navy
[127] john
[127] gen
[127] jim
[126] bob
[126] mueller
[126] pilot

Top Words in Tweet in G10:
[126] defense
[126] secretary
[125] confirmed
[124] periodic
[124] reminder
[124] senate
[124] longtime
[124] boeing
[124] executive
[123] chrisgeidner

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[772] jim,mattis
[675] defense,secretary
[428] maddog,mattis
[419] mattis,goat
[419] goat,merica
[418] cloydrivers,maddog
[396] mattis,book
[376] book,coming
[362] secretary,jim
[297] james,mattis

Top Word Pairs in Tweet in G1:
[202] people,trump
[202] blamed,1
[200] brief,list
[200] list,people
[200] trump,blamed
[200] mccabe,4
[200] 4,mcmaster
[200] mcmaster,5
[160] realdonaldtrump,brief
[160] 1,sessions

Top Word Pairs in Tweet in G2:
[122] defense,secretary
[119] jim,mattis
[99] book,coming
[95] mattis,book
[86] secretary,jim
[78] james,mattis
[66] coming,summer
[56] ex,defense
[51] former,defense
[36] out,summer

Top Word Pairs in Tweet in G3:
[419] maddog,mattis
[419] mattis,goat
[419] goat,merica
[418] cloydrivers,maddog

Top Word Pairs in Tweet in G4:
[27] james,mattis
[25] defense,secretary
[25] secretary,james
[23] former,defense
[23] mattis,publishing
[23] publishing,new
[23] new,book
[23] book,july
[18] cnnpolitics,former
[10] robert,mueller

Top Word Pairs in Tweet in G5:
[60] general,mattis
[45] course,listened
[45] listened,general
[45] mattis,rely
[45] rely,second
[45] second,hand
[45] hand,gossip
[45] gossip,realdonaldtrump
[44] louisemensch,course
[15] james,mattis

Top Word Pairs in Tweet in G6:
[164] passed,through
[164] through,ranks
[164] ranks,spirit
[164] spirit,echoes
[164] echoes,those
[164] those,serve
[164] serve,today
[164] today,air
[164] air,land
[164] land,world

Top Word Pairs in Tweet in G7:
[57] new,book
[44] james,mattis
[32] out,summer
[31] former,secretary
[31] secretary,defense
[30] jim,mattis
[29] 'call,sign
[29] sign,chaos'
[28] book,july
[27] mattis,new

Top Word Pairs in Tweet in G8:
[92] mattis,book
[90] defense,secretary
[90] book,coming
[90] coming,summer
[88] jim,mattis
[86] secretary,jim
[84] ex,defense
[76] summer,ap
[75] khennessey,ex
[12] james,mattis

Top Word Pairs in Tweet in G9:
[127] jim,mattis
[126] marine,bob
[126] bob,mueller
[126] mueller,navy
[126] navy,pilot
[126] pilot,john
[126] john,mccain
[126] mccain,marine
[126] marine,gen
[126] gen,jim

Top Word Pairs in Tweet in G10:
[126] defense,secretary
[124] periodic,reminder
[124] reminder,senate
[124] senate,confirmed
[124] confirmed,defense
[124] secretary,longtime
[124] longtime,boeing
[124] boeing,executive
[123] chrisgeidner,periodic
[123] executive,confirme

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@mattis_msn
@azy_ote
@k9mattis
@dorixanne
@mattis_h
@brianschatz
@estonianxavi
@thehill
@maggienyt

Top Replied-To in G1:
@realdonaldtrump
@heartofawolf4
@kayajones
@leorules1
@jhug00
@jtstarkraven
@ambjohnbolton
@stephenglahn
@remardc
@marckrauss

Top Replied-To in G4:
@chuckcallesto
@jacobri82110865
@realdonaldtrump
@charliekirk11
@seanhannity
@anxie_tea
@p_jonessculptor
@stumpfortrump
@loudobbs
@realjack

Top Replied-To in G5:
@thespybrief
@nbcnews
@actingsecdef
@walshfreedom
@vmsalama
@abc
@brianschatz
@asharangappa_
@realdonaldtrump
@pleasexplainmri

Top Replied-To in G6:
@comey
@amvetsupport
@hampton_nan
@benjami64882198

Top Replied-To in G7:
@cnn
@taskandpurpose
@pnwskier1
@kurtschlichter
@jaredbkeller
@boweconstrictr
@therightmelissa
@nytimes
@cbsnews
@cdrsalamander

Top Replied-To in G8:
@ajohnso50141696
@jdawsey1
@cspan
@nytimes
@e_sutton1
@rdmartinson88
@brendanktaylor
@mfullilove
@danlamothe
@halbritz

Top Replied-To in G9:
@meghanmccain
@nytimesworld
@malcolmnance
@wesley_jordan

Top Replied-To in G10:
@richardengel

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@cloydrivers
@usmcliberal
@comey
@andrewfeinberg
@chrisgeidner
@chrisalbertolaw
@rep_hunter
@maggienyt
@dandcaldwell

Top Mentioned in G1:
@realdonaldtrump
@usmcliberal
@andrewfeinberg
@infantry0300
@chris_bonica
@palmerreport
@trumpstudents
@louisemensch
@t3rriclark
@deehowa73574558

Top Mentioned in G2:
@edmecka
@tejana428
@conceptengager
@lisatalmadge

Top Mentioned in G3:
@cloydrivers

Top Mentioned in G4:
@realdonaldtrump
@cnnpolitics
@potus
@charliekirk11
@seanhannity
@stumpfortrump
@kbandersen
@ilhanmn
@whitehouse
@modern_marvel6

Top Mentioned in G5:
@realdonaldtrump
@louisemensch
@actingsecdef
@deptofdefense
@usnavy
@thespybrief
@walshfreedom
@senategop
@911corlebra777
@suzyq228

Top Mentioned in G6:
@comey
@girllyfan
@amvetsupport
@whimages
@mandyinseala

Top Mentioned in G7:
@cnn
@jaredbkeller
@militarytimes
@taskandpurpose
@washtimes
@navytimes
@halbritz
@marinetimes
@douglasernst
@jaketapper

Top Mentioned in G8:
@ap
@khennessey
@cbsnews
@abc
@mfullilove
@hitalie
@nktpnd
@rcdefense
@joshboak
@kingstonareif

Top Mentioned in G9:
@chrisalbertolaw
@meghanmccain
@malcolmnance
@usmcliberal
@realdonaldtrump
@secnav
@cnorichardson
@navymcpon
@usnavy

Top Mentioned in G10:
@chrisgeidner
@humeemmitt
@richardengel

Top Tweeters
Top Tweeters in Entire Graph:
@urbandictionary
@missb62
@_mrdavidjones
@tomthunkitsmind
@the_news_diva
@myalliesnews
@jim_peoples_
@koltovskoyyakov
@follementbijoux
@cloudwanderer3

Top Tweeters in G1:
@debilu2
@brandonjlandry
@mildredmud
@wsj
@ghostdansing
@myradsirois1
@aedaw9i
@maryc1850sadler
@mfjean0213
@demrn1974

Top Tweeters in G2:
@the_news_diva
@myalliesnews
@jim_peoples_
@koltovskoyyakov
@follementbijoux
@45cat
@joefreedomlove
@davidjones720
@globalissuesweb
@therussophile

Top Tweeters in G3:
@texan2a
@xtracurtis69
@kat1258i831
@bigchill1976
@tliebzz
@cruz_v
@rats_love_cheez
@stache_ks
@tyler116342
@josephsteinert3

Top Tweeters in G4:
@orgetorix
@nahbabynah
@hardline_stance
@politico
@lrihendry
@grants4usa
@clantro
@talkmma
@repstevensmith
@dianerocks52

Top Tweeters in G5:
@foxnews
@smell3roses
@melissajpeltier
@therickwilson
@tamaraciocci
@binderfaith1
@nbcnews
@aliasvaughn
@zolaclyde1
@louisemensch

Top Tweeters in G6:
@wildwillow65
@amazingchevvolt
@madamend
@tabberann
@veniceforhrc
@olgasixta
@whimages
@charles_1944
@clubcabeza
@daneshusaumya

Top Tweeters in G7:
@prpnews
@jilevin
@tomflowers
@kurtschlichter
@nytimes
@abc7news
@newschannelnine
@mccraw_birkie5
@mwirigi
@sherazkhantt

Top Tweeters in G8:
@missb62
@new_narrative
@lrozen
@sba1211
@vernapolitics
@morvjn
@memeorandum
@lkjtexas
@abc
@ap

Top Tweeters in G9:
@txsleuthusa
@hockeyfangirl12
@ae4ca
@upchuck66
@nytimesworld
@mrspc48
@irishchick814
@lulu742
@wynandehague
@rob11563

Top Tweeters in G10:
@benstancliff
@brownandbella
@sandralhanlon
@carolynsbuddy
@djsherekhan
@chrisgeidner
@deray
@queerjohnpa
@anony_mia
@wendytherealtor


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