aclu, Twitter, 11/5/2019 11:17:22 AM, 215333


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aclu_2019-11-05_02-28-17.xlsx
aclu_2019-11-05_02-28-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2019
Short Description:
aclu via NodeXL http://bit.ly/2WJrnRX
@aclu
@snowden
@kaykosmos
@minnesotaman976
@sarah_e_english
@wbwse
@couldbethegriz1
@realdonaldtrump
@taggartrehnn
@aclj

Top hashtags:
#aclu
#transisbeautiful
#knowledgeispower
#lgbtcouples
#lgbtqoutes
#lgbtqoute
#resistance
#un

Description:
Description
The graph represents a network of 4,984 Twitter users whose tweets in the requested range contained "aclu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 05 November 2019 at 10:29 UTC.

The requested start date was Sunday, 03 November 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 1-day, 0-hour, 59-minute period from Friday, 01 November 2019 at 20:43 UTC to Saturday, 02 November 2019 at 21:42 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 : 4984
Unique Edges : 7757
Edges With Duplicates : 15952
Total Edges : 23709
Number of Edge Types : 3
Mentions : 21213
Tweet : 695
Replies to : 1801
Self-Loops : 695
Reciprocated Vertex Pair Ratio : 0.0298577093538605
Reciprocated Edge Ratio : 0.0579841449603624
Connected Components : 529
Single-Vertex Connected Components : 281
Maximum Vertices in a Connected Component : 3754
Maximum Edges in a Connected Component : 22251
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.927398
Graph Density : 0.000355542713605069
Modularity : 0.326056
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,984 Twitter users whose tweets in the requested range contained "aclu", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 05 November 2019 at 10:29 UTC.

The requested start date was Sunday, 03 November 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 1-day, 0-hour, 59-minute period from Friday, 01 November 2019 at 20:43 UTC to Saturday, 02 November 2019 at 21:42 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 : aclu
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:
[344] https://www.aclu.org/news/privacy-technology/the-fbi-is-tracking-our-faces-in-secret-were-suing/
[45] https://twitter.com/aclu/status/1190298887963238400
[42] https://twitter.com/ACLU/status/1190298887963238400
[25] https://www.washingtonpost.com/technology/2019/10/31/aclu-sues-fbi-doj-over-facial-recognition-technology-criticizing-unprecedented-surveillance-secrecy/
[20] https://www.cnn.com/2019/11/01/us/aclu-sues-federal-government-over-surveillance-from-facial-recognition-technology/index.html
[17] https://www.washingtonpost.com/news/morning-mix/wp/2015/11/12/the-kkks-adopt-a-highway-lawsuit-moves-to-georgia-supreme-court/
[15] https://twitter.com/aclu/status/1190051826692788225
[15] https://twitter.com/ACLU/status/1189194439765438464
[12] https://www.privateinternetaccess.com/blog/2019/11/aclu-sues-to-find-out-status-of-facial-recognition-mass-surveillance-in-america/
[11] https://twitter.com/aclu/status/1190671912529211399

Top URLs in Tweet in G1:
[17] https://www.washingtonpost.com/news/morning-mix/wp/2015/11/12/the-kkks-adopt-a-highway-lawsuit-moves-to-georgia-supreme-court/
[4] https://ibw21.org/
[3] https://twitter.com/transequality/status/1190302271344648192
[3] https://www.aclu.org/blog/criminal-law-reform/victims-rights-proposals-marsys-law-undermine-due-process
[3] https://www.32auctions.com/spintowin2
[3] https://www.aclu.org/news/immigrants-rights/i-went-to-mexico-to-meet-asylum-seekers-trapped-at-the-border-this-is-what-i-saw/?initms_aff=nat&initms_chan=eml&utm_medium=eml&initms=191030_asylum_immigrantrights_gradeab_sail&utm_source=sail&utm_campaign=asylum&utm_content=191030_immigrantrights_gradeab&ms_aff=nat&ms_chan=eml&ms=191030_asylum_immigrantrights_gradeab_sail
[3] https://twitter.com/ACLU/status/1190298887963238400
[2] https://www.washingtonpost.com/technology/2019/10/31/aclu-sues-fbi-doj-over-facial-recognition-technology-criticizing-unprecedented-surveillance-secrecy/
[2] https://twitter.com/Timsomor/status/1190123021408833536
[2] https://theintercept.com/2019/10/17/aclu-lawsuit-cbp-ice-journalists/

Top URLs in Tweet in G2:
[7] https://twitter.com/ACLU/status/1189194439765438464
[4] https://transequality.org/press/releases/trump-administration-erases-civil-rights-protections-for-lgbtq-health-programs
[2] https://medium.com/@catherineann.caruso/federal-judge-blocks-alabama-abortion-ban-50bfcb613f41?source=friends_link&sk=c98be4248c972482e270b07ef439a097
[2] https://www.aclu.org/press-releases/aclu-comment-trump-administration-proposal-will-allow-discrimination-federally-funded
[2] https://www.aclu.org/news/immigrants-rights/i-went-to-mexico-to-meet-asylum-seekers-trapped-at-the-border-this-is-what-i-saw/
[2] https://www.aclu-mn.org/en/news/aclu-sues-restore-voting-rights-minnesota
[2] https://twitter.com/ACLU/status/1190298887963238400
[2] https://www.aclu.org/blog/human-rights/five-ways-trump-administration-has-attacked-un-and-international-human-rights
[2] https://twitter.com/aclu/status/1190051826692788225?s=21
[2] https://twitter.com/aclu/status/1189194439765438464

Top URLs in Tweet in G3:
[303] https://www.aclu.org/news/privacy-technology/the-fbi-is-tracking-our-faces-in-secret-were-suing/
[4] https://www.privateinternetaccess.com/blog/2019/11/aclu-sues-to-find-out-status-of-facial-recognition-mass-surveillance-in-america/
[1] https://rapidcityjournal.com/news/local/crime-and-courts/south-dakota-to-pay-in-legal-fees-for-pipeline-protest/article_4eed84a0-303e-55d3-814f-4f1c0c5b3b7f.html
[1] https://www.aclu.org/news/free-speech/south-dakota-governor-caves-on-attempted-efforts-to-silence-pipeline-protesters/?fbclid=IwAR2QScTeYVE3bTtrOp0td0bDUSin0houynikgadsCbtEvvWKaH1auyzgAjc
[1] https://twitter.com/i/web/status/1190285915719004160

Top URLs in Tweet in G4:
[17] https://www.aclu.org/news/privacy-technology/the-fbi-is-tracking-our-faces-in-secret-were-suing/
[15] https://www.washingtonpost.com/technology/2019/10/31/aclu-sues-fbi-doj-over-facial-recognition-technology-criticizing-unprecedented-surveillance-secrecy/
[15] https://www.cnn.com/2019/11/01/us/aclu-sues-federal-government-over-surveillance-from-facial-recognition-technology/index.html
[12] https://twitter.com/aclu/status/1190298887963238400
[12] https://twitter.com/ACLU/status/1190298887963238400
[7] https://gizmodo.com/the-aclu-is-taking-the-feds-to-court-over-face-recognit-1839532543
[7] https://twitter.com/ACLU/status/1190671912529211399
[5] https://twitter.com/ACLU/status/1190327889608290304
[5] https://www.theregister.co.uk/2019/10/31/aclu_facial_recognition/
[4] https://www.aclu.org/blog/criminal-law-reform/reforming-police-practices/supreme-court-gives-police-green-light-shoot

Top URLs in Tweet in G5:
[7] https://twitter.com/forwardarc/status/1190400726364643328
[1] https://www.aclu.org/news/immigrants-rights/i-went-to-mexico-to-meet-asylum-seekers-trapped-at-the-border-this-is-what-i-saw/
[1] https://www.washingtonpost.com/immigration/aclu-says-1500-more-migrant-children-were-taken-from-parents-by-trump-administration/2019/10/24/d014f818-f6aa-11e9-a285-882a8e386a96_story.html

Top URLs in Tweet in G6:
[4] https://www.aclu.org/news/privacy-technology/the-fbi-is-tracking-our-faces-in-secret-were-suing/
[3] https://www.cnn.com/2019/11/01/us/aclu-sues-federal-government-over-surveillance-from-facial-recognition-technology/index.html
[2] https://www.aclu.org/news/smart-justice/the-first-step-act-was-exactly-that-a-first-step-what-comes-next/
[2] https://newshero.substack.com/p/newshero-beta-weekend-update-issue-b55
[2] https://www.breitbart.com/politics/2019/11/01/transgender-groups-jeer-feminists-pro-biology-speech/
[2] https://www.facebook.com/216315889231655/posts/468789320650976?d=n&sfns=mo
[2] https://www.facebook.com/216315889231655/posts/468403974022844?d=n&sfns=mo
[2] http://features.wgbhnews.org/boston-election-2019
[2] https://twitter.com/realdonaldtrump/status/1134538166919204865
[1] https://trib.al/QeAae2q

Top URLs in Tweet in G7:
[2] https://www.aclu.org/news/free-speech/south-dakota-governor-caves-on-attempted-efforts-to-silence-pipeline-protesters/
[1] https://twitter.com/MapleTommy/status/1190628821306920960
[1] https://twitter.com/realDonaldTrump/status/1190400372180807681
[1] https://twitter.com/bridgetcambria8/status/1190085065126100992
[1] https://twitter.com/i/web/status/1190408723413577728
[1] https://www.aclu.org/news/reproductive-freedom/abortion-is-legal-in-all-50-states-and-we-intend-to-keep-it-that-way/
[1] https://twitter.com/kapeciaresists/status/1190433540447645696
[1] https://www.huffpost.com/entry/trump-administration-child-separations-5400_n_5db27927e4b0ea02257b7329
[1] https://twitter.com/maddow/status/1190467311246991360
[1] https://www.washingtonpost.com/religion/2019/11/01/highlighting-value-christians-state-departments-first-ever-employees-faith-group-underscores-mike-pompeos-influence/?wpisrc=nl_politics-pm&wpmm=1

Top URLs in Tweet in G8:
[1] https://www.wtnh.com/news/man-seeks-refuge-from-ice-agents-in-derby-courthouse/

Top URLs in Tweet in G9:
[4] https://twitter.com/NYCLU/status/1190289673408729088
[2] https://50stateblueprint.aclu.org/states/arkansas/
[1] https://www.theregister.co.uk/2019/10/31/aclu_facial_recognition/
[1] https://twitter.com/i/web/status/1190415462586294278
[1] https://twitter.com/i/web/status/1190417086939631619
[1] https://twitter.com/i/web/status/1190417087765864448
[1] https://twitter.com/i/web/status/1190421714552983554
[1] https://twitter.com/i/web/status/1190444251445891072
[1] https://twitter.com/i/web/status/1190425772131049472
[1] https://twitter.com/i/web/status/1190427266012106752

Top URLs in Tweet in G10:
[3] http://www.therapydogtails.com/
[1] https://www.rawstory.com/2019/11/party-at-buffalo-wild-wings-ordered-to-move-because-customer-didnt-want-black-people-sitting-near-him/
[1] https://www.ifonly.com/entertainment/product/154730/grace-and-frankie-set-visit-season-7-2020-aclu/s/5338?utm_campaign=grace
[1] and
[1] frankie&utm_source=twitter&utm_medium=social
[1] https://twitter.com/TherapyDogTails/status/1190738955282636800
[1] https://twitter.com/TherapyDogTails/status/1190718234435166210
[1] https://twitter.com/TherapyDogTails/status/1190721962512961537
[1] https://www.mobilize.us/login/?next=/dashboard/schoolsandcommunitiesfirst/event/150190/
[1] https://twitter.com/ChrisPonnet/status/1190710159758127104

Top Domains
Top Domains in Tweet in Entire Graph:
[1209] twitter.com
[480] aclu.org
[55] washingtonpost.com
[32] cnn.com
[21] youtube.com
[17] gizmodo.com
[16] co.uk
[13] glennglenn.com
[12] privateinternetaccess.com
[8] dailydot.com

Top Domains in Tweet in G1:
[114] twitter.com
[23] aclu.org
[19] washingtonpost.com
[5] ibw21.org
[3] youtube.com
[3] 32auctions.com
[2] co.uk
[2] theintercept.com
[2] aclu-or.org
[1] soundcloud.com

Top Domains in Tweet in G2:
[100] twitter.com
[12] aclu.org
[4] transequality.org
[2] medium.com
[2] washingtonpost.com
[2] aclu-mn.org
[2] youtube.com
[2] cnn.com
[1] fbi.gov
[1] lmcexperience.com

Top Domains in Tweet in G3:
[304] aclu.org
[4] privateinternetaccess.com
[1] rapidcityjournal.com
[1] twitter.com

Top Domains in Tweet in G4:
[99] twitter.com
[70] aclu.org
[19] cnn.com
[16] washingtonpost.com
[14] gizmodo.com
[7] co.uk
[3] aclu-il.org
[3] packetstormsecurity.com
[2] futurism.com
[2] pressherald.com

Top Domains in Tweet in G5:
[7] twitter.com
[1] aclu.org
[1] washingtonpost.com

Top Domains in Tweet in G6:
[20] twitter.com
[10] aclu.org
[4] cnn.com
[4] facebook.com
[2] washingtonpost.com
[2] aclum.org
[2] substack.com
[2] breitbart.com
[2] bit.ly
[2] wgbhnews.org

Top Domains in Tweet in G7:
[9] twitter.com
[3] aclu.org
[1] huffpost.com
[1] washingtonpost.com
[1] blogspot.com

Top Domains in Tweet in G8:
[1] wtnh.com

Top Domains in Tweet in G9:
[13] twitter.com
[2] aclu.org
[1] co.uk
[1] abc57.com

Top Domains in Tweet in G10:
[8] twitter.com
[3] therapydogtails.com
[1] rawstory.com
[1] ifonly.com
[1] mobilize.us
[1] washingtoninformer.com
[1] aclu.org
[1] theappeal.org
[1] nytimes.com
[1] change.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[154] aclu
[56] transisbeautiful
[56] knowledgeispower
[56] lgbtcouples
[56] lgbtqoutes
[56] lgbtqoute
[55] resistance
[53] un
[53] ap
[37] coupcabal



Top Hashtags in Tweet in G1:
[6] naarc
[5] vote
[5] theresistance
[5] 1thing
[5] aclu
[5] reparationscomm
[4] fbi
[4] hr40
[3] war
[3] bernie

Top Hashtags in Tweet in G2:
[2] abortionishealthcare
[2] bansoffmybody
[2] evildictatorship
[2] trumpsgenocide
[2] impeachindictimprison
[2] corruptwh
[2] discriminationisagainstthelaw
[1] moscowmitch
[1] impeachbarr
[1] stopthebans

Top Hashtags in Tweet in G3:
[4] facialrecognition
[4] surveillance
[2] whistleblower
[1] nokxl
[1] snowden
[1] nsa
[1] privacy
[1] xkeyscore
[1] churchcommittee

Top Hashtags in Tweet in G4:
[10] aclu
[5] surveillance
[4] facialrecognition
[4] news
[3] privacy
[2] fbi
[2] doj
[2] upcycle4charity
[2] cannabis
[2] marijuana

Top Hashtags in Tweet in G5:
[1] standupforhumanrights

Top Hashtags in Tweet in G6:
[37] coupcabal
[3] roeact
[3] estadosunidos
[3] privacy
[3] surveillance
[3] facialrecognition
[2] tds
[2] pcf2019
[2] newshero
[2] freeschaeffercox

Top Hashtags in Tweet in G7:
[2] saturdaythoughts
[1] asylum

Top Hashtags in Tweet in G8:
[1] lawlessdems

Top Hashtags in Tweet in G9:
[3] ourmovementourmoment
[2] aclu
[1] feedlab

Top Hashtags in Tweet in G10:
[13] schoolsandcommunitiesfirst
[8] prop13
[2] palmspringspride
[1] schoolsandcommunititesfirst
[1] nonprofit
[1] civilrights
[1] saturdaymotivation
[1] kkk
[1] stanfordexperiment
[1] racism

Top Words
Top Words in Tweet in Entire Graph:
[2402] Words in Sentiment List#1: Positive
[3137] Words in Sentiment List#2: Negative
[74] Words in Sentiment List#3: Angry/Violent
[100761] Non-categorized Words
[106307] Total Words
[3524] aclu
[648] kemaha
[647] mj1dav
[573] rithcee
[566] rose6vxx

Top Words in Tweet in G1:
[1028] aclu
[329] government
[321] fbi
[310] data
[309] collecting
[308] currently
[307] faces
[306] walking
[305] irises
[305] patterns

Top Words in Tweet in G2:
[352] aclu
[208] hhsgov
[51] transequality
[42] gop
[37] s
[32] foster
[29] brazenlyliberal
[27] 48crane
[26] rights
[25] fbi

Top Words in Tweet in G3:
[306] out
[302] turns
[302] everybody
[302] needs
[302] mask
[302] happy
[302] halloween
[301] snowden
[18] aclu
[12] south

Top Words in Tweet in G4:
[152] aclu
[69] recognition
[69] surveillance
[59] over
[56] facial
[53] sues
[39] technology
[37] court
[36] fbi
[35] government

Top Words in Tweet in G5:
[254] seeking
[254] asylum
[254] legal
[254] people
[254] border
[254] asking
[254] help
[254] respond
[254] suffering
[254] allow

Top Words in Tweet in G6:
[80] s
[77] realdonaldtrump
[54] aclu
[44] washingtonpost
[41] one
[39] day
[39] here
[37] article
[37] inauguration
[37] clearly

Top Words in Tweet in G7:
[57] aclu
[31] raicestexas
[25] klasfeldreports
[25] tracreports
[22] stlugal
[17] found
[17] 896
[17] 906
[17] applications
[17] relief

Top Words in Tweet in G8:
[130] courthouse
[129] breaking
[129] senblumenthal
[129] shields
[129] llegal
[129] connecticut
[129] ice
[129] removal
[129] according
[129] aclu

Top Words in Tweet in G9:
[124] aclu
[105] acluofmichigan
[94] rashidatlaib
[93] revdrbarber
[90] doing
[85] act
[85] challenge
[85] love
[85] each
[85] unite

Top Words in Tweet in G10:
[19] aclu
[16] naacp
[14] aclu_socal
[14] s
[13] put
[13] #schoolsandcommunitiesfirst
[11] deputies
[11] rea
[8] pass
[8] #prop13

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[647] mj1dav,kemaha
[647] kemaha,aclu
[421] rithcee,mj1dav
[329] collecting,data
[328] aclu,fbi
[326] currently,collecting
[325] rose6vxx,rithcee
[323] fbi,currently
[323] data,faces
[323] faces,irises

Top Word Pairs in Tweet in G1:
[308] currently,collecting
[308] collecting,data
[306] aclu,fbi
[305] fbi,currently
[305] data,faces
[305] faces,irises
[305] irises,walking
[305] walking,patterns
[305] patterns,voices
[305] voices,permitting

Top Word Pairs in Tweet in G2:
[126] aclu,hhsgov
[43] transequality,hhsgov
[20] foster,care
[20] libertarian_z3,aclu
[19] hhsgov,aclu
[17] brazenlyliberal,aclu
[17] turn,away
[17] aclu,benandjerrys
[17] benandjerrys,reparationscomm
[17] reparationscomm,aclu_sc

Top Word Pairs in Tweet in G3:
[302] turns,out
[302] out,everybody
[302] everybody,needs
[302] needs,mask
[302] mask,happy
[302] happy,halloween
[301] snowden,turns
[12] south,dakota
[10] dakota,pay
[10] pay,145

Top Word Pairs in Tweet in G4:
[53] facial,recognition
[52] aclu,sues
[37] recognition,technology
[27] sues,federal
[27] federal,government
[27] government,over
[27] over,surveillance
[27] surveillance,facial
[16] aclu,taking
[16] taking,feds

Top Word Pairs in Tweet in G5:
[254] seeking,asylum
[254] asylum,legal
[254] legal,people
[254] people,border
[254] border,asking
[254] asking,help
[254] help,respond
[254] respond,suffering
[254] suffering,allow
[253] kaykosmos,seeking

Top Word Pairs in Tweet in G6:
[37] here,s
[37] s,washingtonpost
[37] washingtonpost,article
[37] article,one
[37] one,day
[37] day,realdonaldtrump
[37] realdonaldtrump,s
[37] s,inauguration
[37] inauguration,clearly
[37] clearly,#coupcabal

Top Word Pairs in Tweet in G7:
[25] klasfeldreports,tracreports
[25] tracreports,aclu
[25] aclu,raicestexas
[22] stlugal,klasfeldreports
[17] raicestexas,found
[17] found,896
[17] 896,906
[17] 906,applications
[17] applications,relief
[17] relief,present

Top Word Pairs in Tweet in G8:
[129] breaking,senblumenthal
[129] senblumenthal,shields
[129] shields,llegal
[129] llegal,connecticut
[129] connecticut,courthouse
[129] courthouse,ice
[129] ice,removal
[129] removal,according
[129] according,aclu
[129] aclu,agents

Top Word Pairs in Tweet in G9:
[93] revdrbarber,acluofmichigan
[85] act,challenge
[85] challenge,love
[85] love,each
[85] each,unite
[85] unite,doing
[85] doing,aclu
[85] aclu,revdrbarber
[84] rashidatlaib,act
[8] rashidatlaib,revdrbarber

Top Word Pairs in Tweet in G10:
[13] put,#schoolsandcommunitiesfirst
[8] pass,#prop13
[8] #prop13,reform
[8] reform,invest
[8] invest,communities
[8] communities,put
[8] #schoolsandcommunitiesfirst,reclaim
[8] reclaim,12billion
[8] 12billion,year
[7] aclu,naacp

Top Replied-To
Top Replied-To in Entire Graph:
@aclu
@robertgknowlton
@danime414
@rose6vxx
@rithcee
@tericottone
@jacthegamer12
@minxy99
@cathy_kean
@heatherlinda11

Top Replied-To in G1:
@aclu
@scb44052342
@filthydesertrat
@lowkeynokey
@arachne646
@avidreader1984
@jasonrapert
@l_dying
@timsomor
@tam_resist

Top Replied-To in G2:
@aclu
@transequality
@amernaik
@48crane
@itisfofe
@thejusticedept
@boston_girl1
@mgalambush
@brazenlyliberal
@noapologies1776

Top Replied-To in G3:
@helenhs

Top Replied-To in G6:
@aclu
@aclu_dc
@pegchandler
@angel717171
@onekade
@mike_pence
@einsteinsattic
@markbro32154670
@lordsaicom
@ingrahamangle

Top Replied-To in G7:
@aclu
@ifex
@therickydavila
@taggartrehnn
@missdaisyblooms
@klasfeldreports
@stlugal
@sddphoto
@adamparkhomenko
@wolflayla420

Top Replied-To in G9:
@rashidatlaib
@acluofmichigan
@elmirana
@normangyoung

Top Replied-To in G10:
@kevinsabet
@louisianagov
@yahoonews
@jkbjournalist
@stevetransform
@markniesse
@acquiredadesire
@con4dentual

Top Mentioned
Top Mentioned in Entire Graph:
@aclu
@mj1dav
@kemaha
@rithcee
@rose6vxx
@snowden
@fightpaindaily
@keesaroo
@kaykosmos
@process_x

Top Mentioned in G1:
@aclu
@tariqnasheed
@timsomor
@ncobra40
@benandjerrys
@reparationscomm
@aclu_sc
@hhsgov
@pcpearson21
@tonetalks

Top Mentioned in G2:
@aclu
@hhsgov
@gop
@transequality
@brazenlyliberal
@thedemocrats
@maddow
@libertarian_z3
@48crane
@itisfofe

Top Mentioned in G3:
@snowden
@ruthh_hopkins
@aclu
@buyvpnservice
@nsagov
@fbi
@nytimesbooks
@eff
@ryanvizzions
@maegutz

Top Mentioned in G4:
@gilpinm67
@jazzpenny5
@southpasadenan
@tapestrywmass
@thasouth
@brianypaul
@ducktalesw00h00
@menihaya

Top Mentioned in G5:
@kaykosmos
@bridgetekelly
@aclu
@mariasacchetti

Top Mentioned in G6:
@realdonaldtrump
@washingtonpost
@condor_law
@aclu
@aclu_mass
@okupuna
@dbongino
@ingrahamangle
@cnn
@onekade

Top Mentioned in G7:
@aclu
@raicestexas
@tracreports
@klasfeldreports
@stlugal
@devincow
@nunesalt
@imthedudeman1
@joemomma833
@ladyred1956

Top Mentioned in G8:
@senblumenthal
@cs00582scs

Top Mentioned in G9:
@acluofmichigan
@revdrbarber
@rashidatlaib
@aclu
@nyclu
@elmirana
@kmontenegro
@arkansasaclu
@normangyoung

Top Mentioned in G10:
@aclu
@naacp
@aclu_socal
@aclwoo
@epa
@andreskwon
@aclufl
@schools1stca
@miamiherald
@mideastpolicy

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@uber_support
@independent
@1denmadrid
@eggry
@tim_fargo
@jcsura
@real_infinity95
@kattavernd

Top Tweeters in G1:
@1denmadrid
@lechatnoire4
@willseattle
@cheezwitham
@jamestoupin
@doodlebug0
@huffpost
@betterw05759703
@amadii
@wechoosewisdom

Top Tweeters in G2:
@inspiteoftrump
@yarosisnancy
@stockguy61
@politicalbee
@lovetogive2
@guardian
@patricklee6669
@janet_yackle
@reuters
@pinchandscrimp

Top Tweeters in G3:
@habbradley
@nikhil_p_b
@muthokatito
@comicsconform
@zombiesarebad
@mundoares
@lunamoth
@anonymiss8
@whatmollysaid
@surfcityphoto

Top Tweeters in G4:
@occuworld
@jcsura
@guzmanadrian
@animeworld31
@hedgebz
@swissbusiness
@robinmcouch
@drpatfarrell
@edgeoforever
@joviannfeed

Top Tweeters in G5:
@senseof_outrage
@euethnic
@k810mt
@trumpgot2go
@sphenefan
@sevenbowie
@greenbiotechie
@las2950
@arifsetia2013d
@horton47robin

Top Tweeters in G6:
@real_infinity95
@lavenderblue27
@washingtonpost
@laylaalisha11
@abcnews
@cnn
@sds_sunlight
@lleslie2278
@battlefrontgen1
@gregory52594205

Top Tweeters in G7:
@independent
@sddphoto
@thehill
@radiosvoboda
@slate
@haaretzcom
@aprylsmithts
@abc
@b52malmet
@mfrance923

Top Tweeters in G8:
@inabsentia9
@blanken01
@saminhim
@consmover
@craybo23
@frespirit01
@cs00582scs
@hyltonrobin
@tracyda34033517
@robin_ked

Top Tweeters in G9:
@msrock4ever
@dpmax100
@kmontenegro
@pushandpulljlm
@timberghost7
@u3y4bde
@oldsaukriver
@skyebright8
@jbthomjohn
@joannef95945936

Top Tweeters in G10:
@dwntwndave
@joy31608
@lauzin
@juliesbooks
@olaasm
@yahoonews
@thetimes
@miamiherald
@abc7chicago
@theeconomist


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