aclu, Twitter, 6/20/2019 9:45:29 AM, 200566


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aclu_2019-06-20_02-10-50.xlsx
aclu_2019-06-20_02-10-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 20, 2019
Short Description:
aclu via NodeXL http://bit.ly/2Rpglyy
@aclu
@agentndn
@aclu_mass
@nytimes
@stillhopes4best
@bostonredcloaks
@ocelotl_mx
@ryangallaghertx
@andrewzigmund
@realdonaldtrump

Top hashtags:
#roeact
#nativetwitter
#mapoli
#aclu
#caleg
#ab392
#ai
#saveourdemocracy

Description:
Description
The graph represents a network of 6,333 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 Thursday, 20 June 2019 at 09:12 UTC.

The requested start date was Tuesday, 18 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 3-day, 5-hour, 18-minute period from Friday, 14 June 2019 at 15:14 UTC to Monday, 17 June 2019 at 20:32 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 : 6333
Unique Edges : 10036
Edges With Duplicates : 7003
Total Edges : 17039
Number of Edge Types : 3
Mentions : 14626
Replies to : 1492
Tweet : 921
Self-Loops : 921
Reciprocated Vertex Pair Ratio : 0.0161365981799418
Reciprocated Edge Ratio : 0.0317606869171822
Connected Components : 795
Single-Vertex Connected Components : 542
Maximum Vertices in a Connected Component : 4946
Maximum Edges in a Connected Component : 15639
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.666413
Graph Density : 0.000270096005651393
Modularity : 0.527591
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[80] https://www.aclum.org/en/news/government-denying-due-process-detained-immigrants-were-suing
[57] https://twitter.com/ACLU/status/1139550139981467650
[55] https://www.nytimes.com/2019/06/13/us/aclu-surveillance-artificial-intelligence.html
[44] https://www.aclu.org/report/dawn-robot-surveillance
[38] https://twitter.com/aclu/status/1139550139981467650
[34] https://action.aclu.org/petition/HHS-1557?social_referer_transaction=2780696&ms=sbsocial
[26] https://www.miaminewtimes.com/news/ice-issued-420-detainer-requests-to-deport-us-citizens-in-miami-aclu-says-11122765
[24] https://www.technologyreview.com/f/613773/ai-hollywood-kissing-surveillance-aclu/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[24] https://www.aclu.org/press-releases/aclu-obtains-documents-showing-widespread-abuse-child-immigrants-us-custody
[18] https://deadline.com/video/raise-hell-molly-ivins-magnolia-acquires-doc-aclu-texas-politics-bush-trump-sundance/

Top URLs in Tweet in G1:
[76] https://www.aclum.org/en/news/government-denying-due-process-detained-immigrants-were-suing
[19] https://www.aclu.org/report/dawn-robot-surveillance
[8] https://twitter.com/ECMcLaughlin/status/1139192167501484033
[8] https://twitter.com/aclu/status/1139550139981467650
[5] https://www.aclu.org/issues/aclu-summer-institute
[5] https://twitter.com/ACLU/status/1139550139981467650
[4] https://www.aclu.org/blog/privacy-technology/surveillance-technologies/32-billion-industry-could-turn-millions
[3] https://twitter.com/Newsweek/status/1139485141632528391
[2] https://www.aclu.org/blog/privacy-technology/surveillance-technologies/fbi-has-access-over-640-million-photos-us-through
[2] https://www.aclu.org/blog/religious-liberty/free-exercise-religion/air-force-approves-historic-religious-accommodation

Top URLs in Tweet in G2:
[5] https://twitter.com/ECMcLaughlin/status/1139192167501484033
[4] https://twitter.com/positivesum815/status/1138251910106869760
[3] https://trib.al/Rf6hitk
[3] https://twitter.com/ecmclaughlin/status/1139192167501484033
[2] https://twitter.com/positivesum815/status/1129581826576592896
[2] https://twitter.com/positivesum815/status/1134845538740785153
[2] https://twitter.com/LiveLawIndia/status/1140559666256027648
[2] https://www.nytimes.com/2019/06/13/us/aclu-surveillance-artificial-intelligence.html?smid=nytcore-ios-share
[2] https://www.youtube.com/watch?v=ne9pL3Aid1M&feature=youtu.be

[2] http://www.cnn.com/2019/06/13/politics/usda-employees-relocated-kansas-city-perdue/index.html

Top URLs in Tweet in G3:
[31] https://action.aclu.org/petition/HHS-1557?social_referer_transaction=2780696&ms=sbsocial
[28] https://twitter.com/ACLU/status/1139550139981467650
[22] https://twitter.com/aclu/status/1139550139981467650
[21] https://www.nytimes.com/2019/06/13/us/aclu-surveillance-artificial-intelligence.html
[14] https://www.aclu.org/report/dawn-robot-surveillance
[14] https://www.engadget.com/2019/06/17/aclu-court-brief-on-personal-data-in-cars/
[8] https://www.technologyreview.com/f/613773/ai-hollywood-kissing-surveillance-aclu/
[8] https://www.technologyreview.com/f/613773/ai-hollywood-kissing-surveillance-aclu/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[7] https://twitter.com/aclu/status/1140272568571580416
[7] https://deadline.com/video/raise-hell-molly-ivins-magnolia-acquires-doc-aclu-texas-politics-bush-trump-sundance/

Top URLs in Tweet in G4:
[17] https://action.aclu.org/petition/census-citizenship-comment
[1] https://twitter.com/truthwinsout/status/1140670502119362566
[1] https://twitter.com/gaycivilrights/status/1139501280790044672
[1] https://twitter.com/maggienyt/status/1140605424183521280
[1] https://twitter.com/abbeludwig/status/1139568521766199296
[1] https://twitter.com/theradr/status/1139506452928827393
[1] https://twitter.com/lifebiomedguru/status/1139367461273444352
[1] https://twitter.com/nltarlow/status/1140635984058617856
[1] https://twitter.com/DrKND/status/1139582916764192768
[1] https://twitter.com/ChildrensHD/status/1139621133374955520

Top URLs in Tweet in G5:
[10] https://twitter.com/ACLU/status/1139536819341733888
[3] https://twitter.com/ant_buonopane/status/1140613103656284164
[3] https://www.washingtonpost.com/national/mans-deportation-reversed-in-rebuke-of-government-practices/2019/06/14/7d8d280e-8e63-11e9-b6f4-033356502dce_story.html?utm_term=.d0229e16a6aa
[3] https://twitter.com/aclu/status/1140272568571580416
[2] https://twitter.com/ACLU_Mass/status/1140697998562869248
[2] https://twitter.com/maura_healey/status/1140630337212604416
[2] https://twitter.com/ACLU/status/1139550139981467650
[2] https://action.aclu.org/event/va-crabfest19?ms_aff=VA&initms_aff=VA&ms=190410_crabfest19_&initms=190410_crabfest19_&ms_chan=web&initms_chan=web
[2] https://www.youtube.com/watch?v=EWpcU7rxQc8&feature=youtu.be

[1] https://action.aclu.org/signup/aclu-massachusetts-get-updates-fight-freedom

Top URLs in Tweet in G6:
[1] https://twitter.com/aclu/status/1140690069595906048
[1] https://act.credoaction.com/sign/families_belong_together

Top URLs in Tweet in G7:
[1] https://twitter.com/RachelMcGonagi1/status/1133584693389955072?s=20
[1] https://www.oig.dhs.gov/sites/default/files/assets/Mga/2019/oig-19-46-may19-mgmtalert.pdf
[1] https://www.texasmonthly.com/news/border-patrol-outdoor-detention-migrants-el-paso/
[1] https://www.cnn.com/2019/05/14/politics/border-patrol-mcallen-texas-pictures/index.html
[1] https://nyti.ms/2Q95ckT
[1] https://www.nj.com/opinion/2019/04/i-saw-what-trumps-policies-created-at-the-border-congresswoman-says-theres-fear-misery-and-the-sound-of-babies-crying.html
[1] https://twitter.com/morethanmySLE/status/1138824812569288704?s=20
[1] https://twitter.com/ImmCivilRights/status/1135922115104759809?s=20
[1] https://nextcare.com/health-resources/heat-exhaustion-dehydration/
[1] https://apnews.com/4117f50a12d14f12915b6bb0d975614a

Top URLs in Tweet in G8:
[13] https://www.technologyreview.com/f/613773/ai-hollywood-kissing-surveillance-aclu/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=tr_social
[4] https://www.latimes.com/business/la-fi-customs-hack-traveler-images-20190611-story.html
[4] https://www.technologyreview.com/f/613773/ai-hollywood-kissing-surveillance-aclu/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-06-17
[3] https://www.technologyreview.com/f/613773/ai-hollywood-kissing-surveillance-aclu/
[3] https://www.fresnobee.com/opinion/op-ed/article231543978.html
[2] https://action.aclu.org/send-message/oh-tell-lawmakers-advance-ohio-fairness-act?ms_aff=OH&initms_aff=OH&ms=190327_ohio_fairness_act_&initms=190327_ohio_fairness_act_&ms_chan=eml&initms_chan=eml
[2] https://twitter.com/OhioSenateDems/status/1139601176381386752
[2] https://action.aclu.org/send-message/ca-asm-support-sb136?ms_aff=CAP&initms_aff=CAP&ms_chan=tw&initms_chan=tw
[2] https://twitter.com/aclu_cap/status/1140664744052793344
[2] https://www.aclu.org/letter/coalition-letter-calling-federal-moratorium-face-recognition

Top URLs in Tweet in G9:
[1] https://action.aclu.org/webform/join-aclu-oregon-portland-pride-2019
[1] http://bit.ly/ORdriverslicense
[1] https://twitter.com/danboon63784314/status/1140326966958145537

Top URLs in Tweet in G10:
[1] https://twitter.com/itscaitlinhd/status/1140449358162354176
[1] https://twitter.com/TheRevAl/status/1140011226728194053
[1] https://www.aclu.org/issues/racial-justice/reparations-racial-justice-america-depends-understanding-truth-our-past
[1] https://www.change.org/p/steve-cohen-1000-have-signed-petition-to-change-date-hr40-judicial-committee-hearing-being-held-on-juneteenth
[1] https://ibw21.org/events/061919-national-forum-hr-40-and-the-promise-of-reparations-for-african-americans/
[1] https://jjie.org/2019/05/06/floridas-bail-system-hasnt-changed-in-jacksonville/
[1] https://twitter.com/ACLU/status/1138236472006516739
[1] https://twitter.com/ACLU/status/1131687939522666496
[1] https://www.aclu.org/blog/smart-justice/mass-incarceration/how-1994-crime-bill-fed-mass-incarceration-crisis
[1] https://photos.google.com/share/AF1QipM5OVZxyzbphbsEtWALKQjzFF7N2fu5J17i4FFEFVsk2VOpVsJSdtB6ChWTq_y9-w?key=RURTOGRHTERsNzR2emIyOVR3eW9PRnRuVFMtLXNB

Top Domains
Top Domains in Tweet in Entire Graph:
[478] twitter.com
[478] aclu.org
[80] aclum.org
[73] nytimes.com
[48] technologyreview.com
[37] youtube.com
[28] miaminewtimes.com
[25] engadget.com
[21] deadline.com
[17] trib.al

Top Domains in Tweet in G1:
[76] aclum.org
[67] twitter.com
[61] aclu.org
[11] youtube.com
[4] ados101.com
[3] medium.com
[2] apple.news
[2] co.uk
[2] jamaica-gleaner.com
[2] blogspot.com

Top Domains in Tweet in G2:
[79] twitter.com
[7] youtube.com
[7] aclu.org
[5] trib.al
[3] cnn.com
[2] hotair.com
[2] nytimes.com
[2] tampabay.com
[1] nyti.ms
[1] aol.com

Top Domains in Tweet in G3:
[237] aclu.org
[128] twitter.com
[29] nytimes.com
[21] technologyreview.com
[21] engadget.com
[8] lnkd.in
[7] deadline.com
[5] facebook.com
[5] theguardian.com
[5] fastcompany.com

Top Domains in Tweet in G4:
[18] twitter.com
[18] aclu.org
[1] cato.org
[1] foxnews.com
[1] dakotafreepress.com
[1] google.com
[1] aclum.org
[1] washingtonpost.com
[1] theroot.com

Top Domains in Tweet in G5:
[33] twitter.com
[7] aclu.org
[3] washingtonpost.com
[2] malegislature.gov
[2] youtube.com
[1] aclum.org
[1] bit.ly
[1] fenwayhealth.org
[1] gutenberg.org
[1] theguardian.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] credoaction.com

Top Domains in Tweet in G7:
[7] twitter.com
[2] aclu.org
[1] dhs.gov
[1] texasmonthly.com
[1] cnn.com
[1] nyti.ms
[1] nj.com
[1] nextcare.com
[1] apnews.com
[1] kqed.org

Top Domains in Tweet in G8:
[21] technologyreview.com
[13] aclu.org
[7] twitter.com
[4] fresnobee.com
[4] latimes.com
[1] sacbee.com
[1] theintercept.com
[1] castatestrong.org
[1] nytimes.com
[1] ansa.it

Top Domains in Tweet in G9:
[1] aclu.org
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] aclu.org
[1] change.org
[1] ibw21.org
[1] jjie.org
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[135] roeact
[83] nativetwitter
[62] mapoli
[46] aclu
[46] caleg
[42] ab392
[40] ai
[23] saveourdemocracy
[20] surveillance
[18] abortionishealthcare



Top Hashtags in Tweet in G1:
[15] rightsforall
[4] acs2019
[3] sb136
[2] lovingday
[2] madmen
[2] ados
[2] stopthebans
[2] pride2019
[2] reparationsnow
[2] chicago

Top Hashtags in Tweet in G2:
[9] gopcomplicittraitors
[9] gopcorruption
[9] gopcoverup
[9] lockthemallup
[6] johnmcainday
[3] trump
[3] aclu
[2] zuckerberg
[2] thiel
[2] fascist

Top Hashtags in Tweet in G3:
[32] caleg
[31] ab392
[14] ai
[13] aclu
[7] surveillance
[5] privacy
[3] artificialintelligence
[3] ml
[3] warwick
[3] police

Top Hashtags in Tweet in G4:
[17] saveourdemocracy
[5] scotus
[4] weremommingtoday
[3] crimesagainsthumanity
[2] nohate
[1] embraceuranger
[1] mikepence
[1] conversiontherapy
[1] wearorange
[1] wearethepeople

Top Hashtags in Tweet in G5:
[135] roeact
[62] mapoli
[12] ladieswholobby
[11] antichoice
[11] abortionishealthcare
[7] wcvb
[3] reproductiverights
[2] maspoli
[2] thatsmyboss
[2] reproductivefreedom

Top Hashtags in Tweet in G6:
[8] wewontgoback
[3] womensrightsarehumanrights
[1] womensrights
[1] impeachmenthearingsnow
[1] marchagainstfascism
[1] children
[1] immigration
[1] theresistancerises
[1] johnmccainday

Top Hashtags in Tweet in G7:
[3] concentrationcamps
[2] concentrationcamp
[2] miscarriage
[2] medicalcare
[2] htt
[1] millerthesnotrag
[1] noprofitsonpeople
[1] freethechildren
[1] nokidsincages
[1] noconcentrationcamps

Top Hashtags in Tweet in G8:
[8] freethevote
[6] aca6
[6] sb136
[5] caleg
[5] fathersday
[4] ab1215
[4] democracyneedseveryone
[3] ai
[3] keepfamiliestogether
[3] ab392

Top Hashtags in Tweet in G9:
[4] pride
[2] driverslicences4all
[2] hb2015
[1] pridenw
[1] pridepdx
[1] orleg
[1] painpatientsvote
[1] painparty2020
[1] patientsnotcriminals
[1] doctorsnotcriminals

Top Hashtags in Tweet in G10:
[4] rewritingthesentence
[2] naacp
[2] dueprocess
[2] globalcalltoaction
[1] aclu
[1] maldef
[1] michellebachelet
[1] bachelet
[1] politicsnation
[1] reparations

Top Words
Top Words in Tweet in Entire Graph:
[3115] Words in Sentiment List#1: Positive
[3366] Words in Sentiment List#2: Negative
[65] Words in Sentiment List#3: Angry/Violent
[117486] Non-categorized Words
[123967] Total Words
[3741] aclu
[864] please
[692] s
[533] donate
[480] people

Top Words in Tweet in G1:
[1714] aclu
[742] please
[494] donate
[345] much
[300] s
[293] raicestexas
[275] ecmclaughlin
[253] last
[242] tweet
[242] immediately

Top Words in Tweet in G2:
[258] aclu
[77] cnn
[76] speakerpelosi
[73] aoc
[65] kamalaharris
[56] realdonaldtrump
[52] please
[52] american
[41] nytimes
[41] washingtonpost

Top Words in Tweet in G3:
[167] aclu
[143] people
[134] join
[133] anti
[133] women
[130] protect
[128] care
[127] discrimination
[127] protections
[126] transgender

Top Words in Tweet in G4:
[75] aclu
[26] 2
[25] splcenter
[21] s
[21] ethanjsomers
[19] fl
[18] tweet
[18] roberts
[17] 1
[17] #saveourdemocracy

Top Words in Tweet in G5:
[135] #roeact
[128] aclu_mass
[101] ppadvocacyma
[77] support
[68] prochoicemass
[62] #mapoli
[58] roe
[52] state
[50] today
[43] time

Top Words in Tweet in G6:
[146] aclu
[126] myserenity69
[93] think
[92] handmaid's
[92] tale
[92] fighting
[92] immigrant
[91] living
[91] underage
[91] girls

Top Words in Tweet in G7:
[130] aclu
[116] cbp
[105] homelanddems
[105] repbarragan
[105] repescobar
[104] secnielsen
[104] repbonnie
[103] dlind
[103] immjusticenow
[96] axidentaliberal

Top Words in Tweet in G8:
[80] aclu
[67] amazon
[67] aoc
[67] ups
[67] realdonaldtrump
[67] jack
[66] usps
[66] uspshelp
[66] oigusps
[66] uspsbiz

Top Words in Tweet in G9:
[6] aclu_or
[5] aclu
[4] #pride
[4] pride
[2] found
[2] claymationpdx
[2] float
[2] love
[2] volunteers
[2] one

Top Words in Tweet in G10:
[40] aclu
[16] hhsgov
[15] vp
[15] realdonaldtrump
[13] headdock
[13] nypost
[13] un_pga
[13] ungeneva
[11] hearing
[11] dis_roger

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[490] please,donate
[259] donate,aclu
[249] donate,raicestexas
[245] tweet,please
[244] last,tweet
[244] raicestexas,please
[244] please,immediately
[244] immediately,much
[244] much,please
[243] ecmclaughlin,last

Top Word Pairs in Tweet in G1:
[479] please,donate
[243] donate,raicestexas
[242] donate,aclu
[239] last,tweet
[239] tweet,please
[239] raicestexas,please
[239] please,immediately
[239] immediately,much
[239] much,please
[238] ecmclaughlin,last

Top Word Pairs in Tweet in G2:
[31] jacobsoboroff,juliaeainsley
[29] ecmclaughlin,jacobsoboroff
[25] juliaeainsley,tiffanybond
[25] tiffanybond,beekay4me
[24] beekay4me,rcbregman
[24] rcbregman,repadamschiff
[24] repadamschiff,cmclymer
[24] cmclymer,aoc
[22] othefarm,ecmclaughlin
[22] aoc,speakerpelosi

Top Word Pairs in Tweet in G3:
[125] anti,discrimination
[125] discrimination,protections
[125] non,binary
[124] health,care
[124] binary,transgender
[124] transgender,people
[123] hhs,preserve
[123] preserve,anti
[123] protections,women
[123] women,non

Top Word Pairs in Tweet in G4:
[17] 1,tweet
[17] tweet,#saveourdemocracy
[17] #saveourdemocracy,john
[17] john,roberts
[17] roberts,2
[17] 2,sign
[17] sign,3
[17] 3,send
[16] ethanjsomers,1
[13] enterprise,swflcourts

Top Word Pairs in Tweet in G5:
[38] #roeact,#mapoli
[35] support,#roeact
[34] roe,act
[33] aclu_mass,prochoicemass
[31] ppadvocacyma,aclu_mass
[27] support,roe
[24] #roeact,hearing
[23] state,house
[23] #mapoli,ppadvocacyma
[23] prochoicemass,aclu_mass

Top Word Pairs in Tweet in G6:
[92] handmaid's,tale
[92] aclu,fighting
[91] think,living
[91] living,handmaid's
[91] tale,aclu
[91] fighting,underage
[91] underage,immigrant
[91] immigrant,girls
[90] myserenity69,think
[90] girls,rape

Top Word Pairs in Tweet in G7:
[104] secnielsen,cbp
[104] cbp,aclu
[104] aclu,homelanddems
[104] homelanddems,repbarragan
[104] repbarragan,repescobar
[104] repescobar,repbonnie
[103] repbonnie,dlind
[103] dlind,immjusticenow
[92] immjusticenow,axidentaliberal
[69] rachelmcgonagi1,secnielsen

Top Word Pairs in Tweet in G8:
[66] usps,uspshelp
[66] uspshelp,oigusps
[66] oigusps,uspsbiz
[66] uspsbiz,usps_ky
[66] usps_ky,usps_colorado
[66] usps_colorado,realdonaldtrump
[66] realdonaldtrump,aoc
[66] aoc,aclu
[66] aclu,unionleader
[66] unionleader,jack

Top Word Pairs in Tweet in G9:
[2] found,claymationpdx
[2] claymationpdx,aclu_or
[2] aclu_or,#pride
[2] #pride,float
[2] float,love
[2] love,volunteers
[2] one,step
[2] step,closer
[2] closer,passing
[2] passing,#driverslicences4all

Top Word Pairs in Tweet in G10:
[13] headdock,nypost
[13] aclu,un_pga
[13] un_pga,ungeneva
[12] ungeneva,vp
[12] vp,hhsgov
[11] dis_roger,headdock
[11] nypost,realdonaldtrump
[11] realdonaldtrump,aclu
[11] hhsgov,fdacommissioner
[11] fdacommissioner,cdcglobal

Top Replied-To
Top Replied-To in Entire Graph:
@aclu
@hoodezfield
@lloyddual
@ecmclaughlin
@virginiaconser5
@coffeespoonie
@secnielsen
@georgiaconsrv72
@deadlinewh
@realdonaldtrump

Top Replied-To in G1:
@aclu
@lloyddual
@ecmclaughlin
@georgiaconsrv72
@freedomflyover
@ceut
@henriettasnacks
@mwiesz
@louonthesubway
@mamasitaa__

Top Replied-To in G2:
@aclu
@realdonaldtrump
@ap
@ecmclaughlin
@dubephnx
@kelcrw4
@nytimes
@thehill
@senatedems
@scotus

Top Replied-To in G4:
@subscriberwise
@gchangerhooks
@rightwingwatch
@aclu
@taggartrehnn
@whentheyseeus
@lambdalegal
@itsjefftiedrich
@registryreport
@sengillibrand

Top Replied-To in G5:
@aclu
@ppadvocacyma
@aclu_mass
@massago
@reesew
@juansutton
@rhartholder
@tommyvitolo
@ppmass
@sen_chandler

Top Replied-To in G6:
@myserenity69
@jayresister
@mommamia1217
@katpa73
@maggienyt
@h0n3y_73
@anita1867gmail1
@staceybeeblue
@dmwasleske
@julibunting

Top Replied-To in G7:
@secnielsen
@aclu
@rachelmcgonagi1
@medwoman1
@axidentaliberal
@pinkdogwood770
@coffeespoonie
@chargrille
@carolineyezer
@blc914

Top Replied-To in G8:
@hoodezfield
@b0ssed1
@netflixsuggest2
@catherinepaiz
@jovialjoy
@chengela
@aclu
@dist_5

Top Replied-To in G9:
@leannrehm
@fox12oregon
@rlamartini
@aclu

Top Replied-To in G10:
@chuckcallesto
@angryandasian
@casekaem
@thecbdiva
@dis_roger
@jacksonleetx18
@italyinus
@revsinister769
@deeenst
@headdock

Top Mentioned
Top Mentioned in Entire Graph:
@aclu
@raicestexas
@ecmclaughlin
@aclu_mass
@aoc
@myserenity69
@cbp
@repbarragan
@realdonaldtrump
@homelanddems

Top Mentioned in G1:
@aclu
@raicestexas
@ecmclaughlin
@segalmr
@b_katye
@sbccoalition
@patrickmadrid
@battedball
@michaelbennet
@halsey

Top Mentioned in G2:
@aclu
@cnn
@speakerpelosi
@aoc
@kamalaharris
@realdonaldtrump
@washingtonpost
@nytimes
@ewarren
@jacobsoboroff

Top Mentioned in G3:
@haupold
@janebersole
@revhumanrights
@skywlkr_lukem
@mscavazzin
@ladywillowcp
@starbuc65022855
@georgialogcabin
@ric9871ric

Top Mentioned in G4:
@aclu
@splcenter
@ethanjsomers
@hrc
@lambdalegal
@naacp_ldf
@enterprise
@swflcourts
@60minutes
@revjjackson

Top Mentioned in G5:
@aclu_mass
@ppadvocacyma
@prochoicemass
@sen_chandler
@aclu
@ppact
@lirelandmd
@indivisibleteam
@acluva
@cvrose3

Top Mentioned in G6:
@aclu
@myserenity69
@katpa73
@maggienyt
@katland1031
@goodoldcatchy
@gingermonk
@gopabomination
@jessegillette
@kamalaharris

Top Mentioned in G7:
@aclu
@cbp
@repbarragan
@homelanddems
@repescobar
@repbonnie
@dlind
@immjusticenow
@axidentaliberal
@secnielsen

Top Mentioned in G8:
@aclu
@amazon
@aoc
@ups
@realdonaldtrump
@jack
@usps
@uspshelp
@oigusps
@uspsbiz

Top Mentioned in G9:
@aclu_or
@claymationpdx
@aclu
@rosesdaughter61
@soofriends
@shelley_bean60
@ladyag72
@talkeetna101
@elianok10
@equalitycouple

Top Mentioned in G10:
@aclu
@hhsgov
@vp
@realdonaldtrump
@nypost
@un_pga
@ungeneva
@headdock
@fdacommissioner
@cdcglobal

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@the_news_diva
@sectest9
@zyiteblog
@lethumanismring
@zyitegadgets
@independent
@coopmike48
@thepoliticalcat
@gamergeeknews

Top Tweeters in G1:
@phillip92321
@inspiteoftrump
@rodeodance
@dmataconis
@emccoy_writer
@cultiv8hope
@darrellwest1984
@bad_woof
@amb0306
@dtporge

Top Tweeters in G2:
@independent
@thehill
@usalivestrong
@huffpost
@guardian
@rolandsmartin
@foxnews
@angryblacklady
@bmlewis2
@nytimes

Top Tweeters in G3:
@pulpnews
@coopmike48
@marciojmsilva
@prpnews
@viajandoperdido
@thedextazlab
@drpatfarrell
@kentpg
@redot2005
@tatzanx

Top Tweeters in G4:
@sherrilee7
@kharyp
@richardtuffin
@carmenr1carmen
@dazyjane410
@aprylsmithts
@glorialaw5
@djmincey11
@taggartrehnn
@dianasc99717236

Top Tweeters in G5:
@saintwalker98
@wcvb
@jonathancohn
@wvjoe911
@onekade
@sds_sunlight
@ms_msmarshas
@luvlibertypeace
@empathynow
@jmhardinboston

Top Tweeters in G6:
@copperbird7
@sableviews
@canadiensfan
@mhduff61
@lladybing
@heroesofmine
@psychichealerc
@centsible
@trashychic
@lilylive000lily

Top Tweeters in G7:
@carlyinnj
@samhainnight
@smp0312
@truthbuster
@b52malmet
@lfkraus
@funder
@_ben_franklin1
@brianwithcheese
@hellooelaine

Top Tweeters in G8:
@gvalan
@spirosmargaris
@uspshelp
@mclynd
@patentbuddy
@classroomtools
@unionleader
@techreview
@keeprightx
@haroldsinnott

Top Tweeters in G9:
@starvinlarry
@oregonian
@fox12oregon
@elianok10
@spicypurritos
@bonniez45
@angelsgal02
@woutgorge
@raaamises
@earth_to_jen

Top Tweeters in G10:
@nordstrom
@nypost
@babubhaivaghela
@fabfashionista8
@simonafrancine
@casekaem
@guardianculture
@deeenst
@marcalevin
@hazydav