glfop, Twitter, 6/11/2021 1:31:44 AM, 256658


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glfop_2021-06-10_18-25-41.xlsx
glfop_2021-06-10_18-25-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 11, 2021
Short Description:
glfop via NodeXL https://bit.ly/3pJzL29
@glfop
@verbal_cripple
@glj02497614
@dagmarunger
@gwendolynlars
@timmy_gibbs73
@repsamgraves
@jt64168107
@stubishop_lpd
@shortman_9

Top hashtags:
#defendthepolice
#thinblueline
#enoughisenough
#officerdown
#backtheblue

Description:
Description
The graph represents a network of 1,394 Twitter users whose recent tweets contained "glfop", 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 Friday, 11 June 2021 at 01:27 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 18-minute period from Wednesday, 02 June 2021 at 21:15 UTC to Friday, 11 June 2021 at 00:33 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 : 1394
Unique Edges : 2147
Edges With Duplicates : 1725
Total Edges : 3872
Number of Edge Types : 5
Tweet : 100
Mentions : 1860
Replies to : 515
MentionsInRetweet : 647
Retweet : 750
Self-Loops : 110
Reciprocated Vertex Pair Ratio : 0.0136876006441224
Reciprocated Edge Ratio : 0.0270055599682288
Connected Components : 41
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 1325
Maximum Edges in a Connected Component : 3762
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.789026
Graph Density : 0.00129670694114145
Modularity : 0.487167
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,394 Twitter users whose recent tweets contained "glfop", 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 Friday, 11 June 2021 at 01:27 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 18-minute period from Wednesday, 02 June 2021 at 21:15 UTC to Friday, 11 June 2021 at 00:33 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 : glfop
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:
[41] https://national.fop.net/fop-update-20210531
[37] https://twitter.com/GLFOP/status/1402665781561901056
[23] https://twitter.com/GLFOP/status/1399746555238916100?s=20
[16] https://twitter.com/glfop/status/1400124788853587970
[15] https://twitter.com/GLFOP/status/1399746555238916100
[12] https://insidesacramento.com/dont-call-us/
[11] https://www-fox10phoenix-com.cdn.ampproject.org/v/s/www.fox10phoenix.com/news/phoenix-police-officer-killed-in-crash-near-cave-creek-road-and-greenway1.amp?amp_js_v=a6&_gsa=1&usqp=mq331AQHKAFQArABIA%3D%3D#aoh=16226647953707&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s&share=https%3A%2F%2Fwww.fox10phoenix.com%2Fnews%2Fphoenix-police-officer-killed-in-crash-near-cave-creek-road-and-greenway1
[9] https://www.azcentral.com/story/opinion/op-ed/laurieroberts/2021/06/02/phoenix-police-officer-ginarro-new-death-tragic-red-light-running/7510680002/
[8] https://twitter.com/glfop/status/1402665781561901056
[7] https://twitter.com/AshevillePolice/status/1400188043055804419

Top URLs in Tweet in G1:
[30] https://national.fop.net/fop-update-20210531
[6] https://fredericksburg.com/lifestyles/announcements/fraternal-order-of-police-rappahannock-area-lodge-15-holds-annual-memorial-and-awards-service/article_7581a746-a811-5115-8447-08310fb49575.html
[3] https://twitter.com/Pamacious/status/1402700860992458753
[2] https://www.the-sun.com/news/2958167/protesters-leave-severed-pig-heads-police-station-omaha/amp/
[2] https://national.fop.net/fop-update-20210524
[2] https://fopcovid19.org/news/covid-19-line-of-duty-deaths/
[2] https://twitter.com/GLFOP/status/1399746555238916100?s=20
[2] https://twitter.com/GLFOP/status/1402665781561901056
[2] https://twitter.com/Sylvaners/status/1401593371899142147
[1] https://www.nj.com/essex/2021/06/mob-pummeled-choked-kicked-nj-cops-trying-to-make-arrest-union-says.html

Top URLs in Tweet in G2:
[5] https://national.fop.net/fop-update-20210531
[3] https://twitter.com/glfop/status/1402665781561901056
[2] https://trib.al/xZLA9rG
[2] https://www.the-sun.com/news/2958167/protesters-leave-severed-pig-heads-police-station-omaha/amp/
[2] https://www.nj.com/essex/2021/06/mob-pummeled-choked-kicked-nj-cops-trying-to-make-arrest-union-says.html
[2] https://www.directmortgageloans.com/fop
[2] https://twitter.com/fred_guttenberg/status/1402216726385901569
[1] https://twitter.com/GLFOP/status/1399746555238916100?s=20
[1] https://abcnews.go.com/amp/US/wilmington-police-officers-rushed-hospital-shot-responding-call/story?id=78057924&__twitter_impression=true
[1] http://abcnews.go.com/US/wireStory/autopsy-andrew-brown-jr-died-gunshot-wound-head-78199063

Top URLs in Tweet in G3:
[2] https://twitter.com/glfop/status/1399773038674124803
[1] https://freebeacon.com/latest-news/amazon-defends-sale-of-anti-cop-merchandise/amp/?__twitter_impression=true
[1] https://national.fop.net/fop-update-20210531
[1] https://twitter.com/MCaruso_Cabrera/status/1401544543732965381
[1] https://twitter.com/verbal_cripple/status/1400397078438760448
[1] https://twitter.com/JackPosobiec/status/1400674536799051784
[1] https://twitter.com/verbal_cripple/status/1400990739933323264
[1] https://twitter.com/europeanlms/status/1401155200203866114
[1] https://twitter.com/CBSDenver/status/1401504240728625153
[1] https://twitter.com/WTKR3/status/1400550434322976769

Top URLs in Tweet in G4:
[4] https://www.fau.edu/newsdesk/articles/police-deaths-study.php
[2] https://twitter.com/glfop/status/1399746555238916100
[2] https://s3-us-gov-west-1.amazonaws.com/cg-d4b776d0-d898-4153-90c8-8336f86bdfec/LEOKA_INFO.pdf
[1] https://twitter.com/GLFOP/status/1400124788853587970
[1] https://twitter.com/AshevillePolice/status/1400188043055804419
[1] https://twitter.com/BurnerOwen/status/1402746642462294016?s=20
[1] https://twitter.com/BurnerOwen/status/1402751913200848898?s=20
[1] https://www.fbi.gov/news/pressrel/press-releases/fbi-releases-2019-statistics-on-law-enforcement-officers-killed-in-the-line-of-duty
[1] https://www.thegeorgiavirtue.com/law-enforcement/fbi-releases-stats-on-police-killed-in-line-of-duty-in-2020/
[1] https://nleomf.org/preliminary-fatalities

Top URLs in Tweet in G5:
[12] https://insidesacramento.com/dont-call-us/
[11] https://www-fox10phoenix-com.cdn.ampproject.org/v/s/www.fox10phoenix.com/news/phoenix-police-officer-killed-in-crash-near-cave-creek-road-and-greenway1.amp?amp_js_v=a6&_gsa=1&usqp=mq331AQHKAFQArABIA%3D%3D#aoh=16226647953707&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s&share=https%3A%2F%2Fwww.fox10phoenix.com%2Fnews%2Fphoenix-police-officer-killed-in-crash-near-cave-creek-road-and-greenway1
[9] https://www.azcentral.com/story/opinion/op-ed/laurieroberts/2021/06/02/phoenix-police-officer-ginarro-new-death-tragic-red-light-running/7510680002/
[6] https://twitter.com/AshevillePolice/status/1400188043055804419
[4] https://www-sbsun-com.cdn.ampproject.org/v/s/www.sbsun.com/2021/06/01/sergeant-killed-by-suspect-after-yucca-valley-chase-described-as-dedicated-cherished-colleague/amp/?amp_js_v=a6&_gsa=1&usqp=mq331AQHKAFQArABIA%3D%3D#aoh=16226653675703&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s&share=https%3A%2F%2Fwww.sbsun.com%2F2021%2F06%2F01%2Fsergeant-killed-by-suspect-after-yucca-valley-chase-described-as-dedicated-cherished-colleague
[3] https://twitter.com/GLFOP/status/1400424956274655235
[2] https://national.fop.net/fop-update-20210531
[1] https://twitter.com/natpoliceassoc/status/1402495609219735553
[1] https://twitter.com/lawenforcetoday/status/1400629635793227782
[1] https://twitter.com/GLFOP/status/1400884806213328902

Top URLs in Tweet in G6:
[16] https://twitter.com/glfop/status/1400124788853587970

Top URLs in Tweet in G7:
[1] https://twitter.com/nypdnews/status/1401207747660726275
[1] https://national.fop.net/fop-update-20210531
[1] https://twitter.com/worcesterpd/status/1401596860960231425
[1] https://twitter.com/GovLarryHogan/status/1401917106195550210
[1] https://twitter.com/meidastouch/status/1401564762983452678
[1] https://www.youtube.com/watch?v=TW5sqZMaNFM&feature=youtu.be

[1] https://twitter.com/StephenPAdams/status/1401343089525018626?s=19

Top URLs in Tweet in G8:
[2] https://twitter.com/aterkel/status/1400554349911228417
[1] https://www.youtube.com/watch?v=KmNXejv3dHc&feature=youtu.be


Top URLs in Tweet in G9:
[9] https://twitter.com/GLFOP/status/1402665781561901056
[5] https://twitter.com/glfop/status/1402665781561901056
[3] https://twitter.com/GLFOP/status/1397661576761597952
[3] https://twitter.com/GLFOP/status/1399746555238916100
[2] https://twitter.com/GLFOP/status/1400884806213328902
[1] https://twitter.com/GLFOP/status/1397708877270036485
[1] https://twitter.com/GLFOP/status/1400241178784813060
[1] https://twitter.com/GLFOP/status/1399811013239791620
[1] https://twitter.com/GLFOP/status/1400424956274655235
[1] https://twitter.com/glfop/status/1399746555238916100

Top URLs in Tweet in G10:
[1] https://twitter.com/govrondesantis/status/1400879875519508481

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[43] fop.net
[15] ampproject.org
[12] insidesacramento.com
[9] azcentral.com
[7] youtube.com
[6] fredericksburg.com
[4] directmortgageloans.com
[4] the-sun.com
[4] fau.edu

Top Domains in Tweet in G1:
[32] fop.net
[20] twitter.com
[6] fredericksburg.com
[4] youtube.com
[2] the-sun.com
[2] fopcovid19.org
[1] nj.com
[1] go.com
[1] directmortgageloans.com
[1] trib.al

Top Domains in Tweet in G2:
[13] twitter.com
[5] fop.net
[2] trib.al
[2] the-sun.com
[2] nj.com
[2] go.com
[2] directmortgageloans.com
[2] cnn.com
[1] youtube.com

Top Domains in Tweet in G3:
[9] twitter.com
[1] freebeacon.com
[1] fop.net

Top Domains in Tweet in G4:
[8] twitter.com
[4] fau.edu
[2] amazonaws.com
[1] fbi.gov
[1] thegeorgiavirtue.com
[1] nleomf.org
[1] wikipedia.org
[1] theepochtimes.com
[1] dailysignal.com
[1] leoadvocacy.com

Top Domains in Tweet in G5:
[15] ampproject.org
[12] twitter.com
[12] insidesacramento.com
[9] azcentral.com
[2] fop.net
[1] tenor.co

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

Top Domains in Tweet in G7:
[5] twitter.com
[1] fop.net
[1] youtube.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] youtube.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[316] defendthepolice
[127] thinblueline
[112] enoughisenough
[106] officerdown
[92] backtheblue
[92] supportthepolice
[91] eow
[29] covid19
[26] beatthevirus
[23] bluelivesmatter



Top Hashtags in Tweet in G1:
[296] defendthepolice
[84] thinblueline
[84] supportthepolice
[65] enoughisenough
[62] officerdown
[62] eow
[21] covid19
[19] beatthevirus
[17] bluefamily
[15] defundthepolice

Top Hashtags in Tweet in G2:
[13] thinblueline
[12] enoughisenough
[12] officerdown
[12] eow
[8] blm
[4] tunein
[3] covid19
[3] beatthevirus
[2] backtheblue
[2] defund

Top Hashtags in Tweet in G3:
[1] amzn
[1] enoughisenough
[1] officerdown
[1] eow
[1] thinblueline
[1] supportthepolice
[1] suffolkva
[1] marine
[1] veteran
[1] covid19

Top Hashtags in Tweet in G4:
[24] enoughisenough
[12] thinblueline
[10] officerdown
[10] eow
[4] backtheblue
[3] supportthepolice
[2] defendthepolice
[2] covid19
[2] beatthevirus
[1] heroes

Top Hashtags in Tweet in G5:
[36] backtheblue
[15] hero
[15] police
[15] rememberthefallen
[15] officerdown
[15] lodd
[13] lawenforcement
[13] bluelivesmatter
[9] defendthepolice
[4] heroes

Top Hashtags in Tweet in G7:
[1] supportthepolice
[1] enoughisenough
[1] officerdown
[1] eow
[1] thinblueline
[1] covid19
[1] beatthevirus
[1] lawandorder
[1] toiletman
[1] pottytrainingpoliticians2021

Top Hashtags in Tweet in G8:
[1] wnba
[1] wnbatwitter
[1] lgbtq
[1] pride2021
[1] police
[1] bluelivesmatter
[1] blogs

Top Hashtags in Tweet in G9:
[4] backtheblue
[3] enoughisenough
[1] supportpolice
[1] democratcities
[1] defundthepolice
[1] democratmurders

Top Hashtags in Tweet in G10:
[3] newyork
[1] belleview
[1] florida
[1] police

Top Words
Top Words in Tweet in Entire Graph:
[737] glfop
[675] police
[499] time
[484] officers
[371] people
[355] over
[337] stand
[334] down
[326] cities
[326] country

Top Words in Tweet in G1:
[467] time
[437] police
[355] officers
[332] people
[303] country
[301] down
[301] cities
[301] being
[300] stand
[296] fear

Top Words in Tweet in G2:
[117] glfop
[62] police
[40] officers
[32] billion
[32] radical
[32] dangerous
[32] employer
[32] behaviour
[26] gop
[25] america

Top Words in Tweet in G3:
[16] glfop
[7] nypdnews
[7] portlandpolice
[6] police
[6] minneapolispd
[6] officers
[6] fdny
[5] brightonfire
[5] aurorafiredpt
[5] lapdhq

Top Words in Tweet in G4:
[96] glfop
[65] hsvpolice
[65] mcsosheriffal
[63] huntsvillecity
[61] natpoliceassoc
[60] nationalsheriff
[42] jaytownalabama
[40] theiacp
[34] police
[33] chiefbpartridge

Top Words in Tweet in G5:
[88] glfop
[47] bluelivesmtr
[36] #backtheblue
[30] phoenixpolice
[29] five0patriot
[29] sal_labarbera
[29] zeekarkham
[29] thinbluelinetvs
[28] bigricanman
[24] story

Top Words in Tweet in G6:
[48] police
[48] white
[40] glfop
[25] american
[24] force
[24] made
[24] uneducated
[24] high
[24] school
[24] educated

Top Words in Tweet in G7:
[16] glfop
[7] fop3
[6] officers
[5] baltimorepolice
[4] foplodge5
[3] shot
[3] john_mcnesby
[3] people
[2] fopofohio
[2] nys_fop

Top Words in Tweet in G8:
[6] glfop
[4] nbcnews
[3] espn
[2] someone
[2] tomilahren
[2] last
[2] checked
[2] senronjohnson
[2] went
[2] russia

Top Words in Tweet in G9:
[6] police
[4] #backtheblue
[3] people
[3] #enoughisenough
[3] minneapolis
[2] need
[2] friend
[2] rip
[2] idea
[2] są

Top Words in Tweet in G10:
[4] nycpba
[4] glfop
[3] raydowd
[3] repleezeldin
[3] ngoroff
[3] bridgetmfleming
[3] karahahnld5
[3] suffolkprogress
[3] peer_southfork
[3] shdems

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[310] being,gunned
[310] gunned,down
[305] defund,police
[300] elected,officials
[300] cities,turned
[300] turned,keys
[300] keys,over
[300] over,defund
[300] police,mob
[295] homicides,skyrocketing

Top Word Pairs in Tweet in G1:
[296] being,gunned
[296] gunned,down
[292] defund,police
[289] elected,officials
[289] cities,turned
[289] turned,keys
[289] keys,over
[289] over,defund
[289] police,mob
[282] homicides,skyrocketing

Top Word Pairs in Tweet in G2:
[32] radical,dangerous
[16] 2020,america
[16] america,annual
[16] annual,police
[16] police,budget
[16] budget,100
[16] 100,billion
[16] billion,policing
[16] policing,80
[16] 80,billion

Top Word Pairs in Tweet in G3:
[5] brightonfire,aurorafiredpt
[5] aurorafiredpt,glfop
[5] glfop,nypdnews
[5] nypdnews,lapdhq
[5] lapdhq,chicago_police
[5] chicago_police,lmpd
[5] lmpd,kenoshapolice
[5] kenoshapolice,portlandpolice
[5] portlandpolice,lafd
[5] lafd,cfdmedia

Top Word Pairs in Tweet in G4:
[55] glfop,natpoliceassoc
[55] natpoliceassoc,nationalsheriff
[42] hsvpolice,mcsosheriffal
[40] mcsosheriffal,glfop
[40] nationalsheriff,huntsvillecity
[40] huntsvillecity,theiacp
[24] law,enforcement
[22] violence,against
[22] against,law
[20] large,part

Top Word Pairs in Tweet in G5:
[40] bluelivesmtr,glfop
[29] five0patriot,sal_labarbera
[29] thinbluelinetvs,bluelivesmtr
[26] sal_labarbera,bigricanman
[26] bigricanman,zeekarkham
[20] officer,ginarro
[20] ginarro,27
[20] red,light
[19] glfop,nationalsheriff
[17] zeekarkham,thinbluelinetvs

Top Word Pairs in Tweet in G6:
[24] american,police
[24] police,force
[24] force,made
[24] made,uneducated
[24] uneducated,high
[24] high,school
[24] school,educated
[24] educated,legalized
[24] legalized,white
[24] white,gang

Top Word Pairs in Tweet in G7:
[5] baltimorepolice,glfop
[3] officers,shot
[3] fop3,baltimorepolice
[2] glfop,nys_fop
[2] law,enforcement
[2] ambush,style
[2] style,attacks
[2] 128,officers
[2] shot,26
[2] killed,gunfire

Top Word Pairs in Tweet in G8:
[2] last,checked
[2] checked,senronjohnson
[2] senronjohnson,went
[2] went,russia
[2] russia,4th
[2] 4th,july
[2] july,johnson
[2] johnson,traitor
[2] traitor,espn
[2] espn,packers

Top Word Pairs in Tweet in G9:
[2] defund,police

Top Word Pairs in Tweet in G10:
[3] raydowd,repleezeldin
[3] repleezeldin,ngoroff
[3] ngoroff,bridgetmfleming
[3] bridgetmfleming,karahahnld5
[3] karahahnld5,suffolkprogress
[3] suffolkprogress,peer_southfork
[3] peer_southfork,shdems
[3] shdems,smithtowndems
[3] smithtowndems,democraticfloyd
[3] democraticfloyd,southolddems

Top Replied-To
Top Replied-To in Entire Graph:
@glfop
@theautuming
@jaytownalabama
@chiefbpartridge
@backtheleos
@abdc916
@blumaeby_
@tpope88834
@denverbillp
@kingriley83

Top Replied-To in G1:
@glfop
@repkatcammack
@moreywrites
@kingriley83
@repagonzalez
@palmarcash917
@bnative_philly
@revengeblack2
@chrisnumber21
@ff35364685

Top Replied-To in G2:
@glfop
@cnn
@campaigntoendqi
@repbeatty
@kamalaharris
@seanhannity
@sentedcruz
@laurenboebert
@aptpaction
@mikemosack

Top Replied-To in G3:
@brightonfire
@secnielsen
@jimhansondc
@bernardkerik
@mwaapolicechief
@laralogan
@glfop

Top Replied-To in G4:
@jaytownalabama
@chiefbpartridge
@glfop
@tpope88834
@1greekcubsfan
@burnerowen
@devynskeith
@natpoliceassoc
@goodnes93824530
@brentwilson85

Top Replied-To in G5:
@backtheleos
@abdc916
@glfop
@1776_original
@edwards79171041
@bear_maxie
@cimaronh
@foxbaltimore
@mrgray63399975

Top Replied-To in G6:
@glfop
@jungmanlaura
@nin304
@icybeastlol
@gwendolynlars
@tweetcrimez
@itsguymann
@pqsensibilities
@kingriley83
@rocandscott

Top Replied-To in G7:
@fopofohio
@prairiecommie
@michell07800379
@fcc
@donaldjtrumpjr
@signal_woman
@fop3
@chris4perkins
@boogdigitaal
@phillypolice

Top Replied-To in G8:
@nbcnews
@dallaswings
@jaimeocho4

Top Replied-To in G10:
@raydowd

Top Mentioned
Top Mentioned in Entire Graph:
@glfop
@nationalsheriff
@natpoliceassoc
@hsvpolice
@huntsvillecity
@bluelivesmtr
@mcsosheriffal
@theiacp
@thinbluelinetvs
@phoenixpolice

Top Mentioned in G1:
@glfop
@jackposobiec
@fop7chicago
@phillypolice
@arstatefop
@nationalcops
@potus
@vp
@fox29philly
@joegamaldi

Top Mentioned in G2:
@glfop
@gop
@vp
@foxnews
@potus
@housedemocrats
@senatedems
@dnc
@joegamaldi
@foxbusiness

Top Mentioned in G3:
@glfop
@nypdnews
@portlandpolice
@minneapolispd
@fdny
@aurorafiredpt
@lapdhq
@chicago_police
@lmpd
@kenoshapolice

Top Mentioned in G4:
@glfop
@hsvpolice
@huntsvillecity
@natpoliceassoc
@nationalsheriff
@mcsosheriffal
@theiacp
@jaytownalabama
@joegamaldi
@devynskeith

Top Mentioned in G5:
@glfop
@bluelivesmtr
@phoenixpolice
@five0patriot
@sal_labarbera
@zeekarkham
@thinbluelinetvs
@bigricanman
@natpoliceassoc
@nationalsheriff

Top Mentioned in G6:
@glfop
@johncornyn
@srez2
@stubishop_lpd
@g650horn
@artacevedo
@farmbekki
@govabbott
@icybeastlol
@rocandscott

Top Mentioned in G7:
@glfop
@fop3
@baltimorepolice
@foplodge5
@nys_fop
@dpa_policeassoc
@john_mcnesby
@govlarryhogan
@mdstatefop
@senatorhough

Top Mentioned in G8:
@glfop
@espn
@tomilahren
@senronjohnson
@packers
@bucks
@brewers
@weatherchannel
@abcnews
@cbsnews

Top Mentioned in G10:
@nycpba
@glfop
@repleezeldin
@ngoroff
@bridgetmfleming
@karahahnld5
@suffolkprogress
@peer_southfork
@shdems
@smithtowndems

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@souljahsingh
@pdxpolicelog
@patriotmarie
@thehill
@copyofone
@tacobell
@viralvideovlogs
@mcdonalds
@business

Top Tweeters in G1:
@souljahsingh
@patriotmarie
@viralvideovlogs
@_yvonneburton
@all435reps
@michaelbarger1
@purpledalmation
@tyrannywatch
@1jasliz
@pray_4truth

Top Tweeters in G2:
@thehill
@business
@foxnews
@japamahatma
@washingtonpost
@fox29philly
@time
@usatoday
@abc
@cnn

Top Tweeters in G3:
@pdxpolicelog
@jayne720
@dagmarunger
@mzhemingway
@jimhansondc
@amusedrice
@kirstiealley
@realdrgina
@angel_cena
@americanlegion

Top Tweeters in G4:
@nba
@albaveritas
@saveusasmallbiz
@dananamama
@texasexpatriate
@talkeetna101
@suns
@lakers
@pam2189
@sinati16

Top Tweeters in G5:
@karrasamelia5
@wbaltv11
@foxbaltimore
@crusader4us
@sunshinemustang
@abdc916
@churchsecurityi
@chaunceybob
@bigricanman
@debarytricia

Top Tweeters in G6:
@wandaransom
@quebryant
@rocandscott
@michell7511
@georgin59405062
@farmbekki
@johncornyn
@intlmergers
@marcsheehan006
@artacevedo

Top Tweeters in G7:
@mumbaipolice
@aflcio
@ppdchapfrank
@shortman_9
@chris4perkins
@metpoliceuk
@baltimorepolice
@scanthepolice
@fcc
@nadawgpound

Top Tweeters in G8:
@tacobell
@mcdonalds
@abcnews
@nbcnews
@cbsnews
@gma
@nfl
@mlb
@nhl
@xashee

Top Tweeters in G9:
@younglady037833
@jganos
@trump2usa
@halle2017
@murphyyuiko
@durdygp
@raleighcaniac
@bethannk18
@stevencbradley
@ginaquiroz10

Top Tweeters in G10:
@eyewonit
@icstoopidppl
@seattlepd
@portlandpolice
@raydowd
@1unrulysquirrel
@darrenkaplan
@nycpba
@nypdshea
@bridgetmfleming