Whistleblower, Twitter, 4/17/2019 6:42:02 PM, 194065
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Whistleblower_2019-04-17_08-02-28.xlsx
Whistleblower_2019-04-17_08-02-28.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 17, 2019
Short Description:
Whistleblower via NodeXL http://bit.ly/2V8Mq22
@bskylstad
@1whistleblowers
@kylegriffin1
@shahmiruk
@jaketapper
@mkraju
@pattheberner
@guengl
@jennycohn1
@wikileaks

Top hashtags:
#whistleblower
#assange
#peteforamerica
#julianassange
#eplenary
#realitywinner

Description:
Description
The graph represents a network of 16,954 Twitter users whose recent tweets contained "Whistleblower", 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 Wednesday, 17 April 2019 at 16:28 UTC.

The tweets in the network were tweeted over the 3-day, 17-hour, 54-minute period from Saturday, 13 April 2019 at 21:09 UTC to Wednesday, 17 April 2019 at 15:03 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 : 16954
Unique Edges : 24833
Edges With Duplicates : 4926
Total Edges : 29759
Self-Loops : 2543
Reciprocated Vertex Pair Ratio : 0.0102553626149132
Reciprocated Edge Ratio : 0.0203025155706544
Connected Components : 1784
Single-Vertex Connected Components : 1170
Maximum Vertices in a Connected Component : 13594
Maximum Edges in a Connected Component : 25952
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.409568
Graph Density : 8.60270685287954E-05
Modularity : 0.763688
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[167] https://www.govexec.com/oversight/2019/04/new-whistleblower-protection-office-under-investigation-retaliating-against-whistleblowers/156314/
[100] https://uk.reuters.com/article/uk-soccer-africa-caf/african-soccer-whistleblower-fired-after-accusing-boss-of-corruption-idUKKCN1RR1CQ
[96] https://www.forbes.com/sites/janetwburns/2018/05/19/cambridge-analytica-whistleblower-bannon-sought-to-suppress-black-voters/
[84] https://www.newsweek.com/mueller-report-leak-donald-trump-release-1396248
[66] https://www.philly.com/philly/columnists/will_bunch/free-reality-winner-whistleblower-american-hero-20180724.html
[60] http://greaterdiversity.com/bannon-promoted-culture-war-suppress-black-voters-cambridge-analytica-whistleblower/
[56] https://www.newsweek.com/mueller-report-leak-donald-trump-release-1396248?utm_source=Public&utm_medium=Feed&utm_campaign=Distribution
[55] https://www.newsweek.com/blowing-whistle-white-house-1396439
[45] https://arstechnica.com/information-technology/2019/04/dhs-fbi-say-election-systems-in-50-states-were-targeted-in-2016/
[43] https://www.commondreams.org/news/2019/04/12/i-felt-americans-needed-know-insurance-industry-whistleblower-gives-glimpse-effort

Top URLs in Tweet in G1:
[114] https://www.govexec.com/oversight/2019/04/new-whistleblower-protection-office-under-investigation-retaliating-against-whistleblowers/156314/
[19] https://www.heise.de/newsticker/meldung/EU-Parlament-beschliesst-besseren-Schutz-von-Whistleblowern-4400731.html
[17] https://www.govexec.com/oversight/2019/04/new-whistleblower-protection-office-under-investigation-retaliating-against-whistleblowers/156314/?%3Foref=GovExecTCO
[13] https://i.diem25.org/en/petitions/1
[12] https://www.tagesschau.de/ausland/whistleblower-103.html
[9] https://www.youtube.com/watch?v=TYWXzTscjc8&feature=youtu.be

[9] http://www.richardmbowen.com/the-whistleblower-newsroom-is-this-a-conspiracy/
[8] https://www.natlawreview.com/article/review-recent-whistleblower-developments-april-15th
[8] http://www.bradleymanning.org/learn-more/addressing-confusion
[7] http://www.europarl.europa.eu/ep-live/en/plenary/video?date=15-04-2019

Top URLs in Tweet in G2:
[18] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/news/2019/04/12/i-felt-americans-needed-know-insurance-industry-whistleblower-gives-glimpse-effort%3Futm_campaign%3Dshareaholic%26utm_medium%3Dreferral%26utm_source%3Dtwitter&r=1
[7] https://www.commondreams.org/news/2019/04/12/i-felt-americans-needed-know-insurance-industry-whistleblower-gives-glimpse-effort
[3] https://sputniknews.com/world/201904171074209034-assange-wikileaks-whistleblower-arrest-extradition/
[3] https://twitter.com/LeeCamp/status/1117857875353714688
[2] https://sputniknews.com/europe/20190413/1074098288/assange-whistleblower-wikileaks-prison-vigil.html?utm_source=short_direct&utm_medium=short_url&utm_content=mjWf&utm_campaign=URL_shortening
[2] https://truthout.org/articles/insurance-industry-whistleblower-exposes-effort-to-crush-medicare-for-all/
[2] https://therealnews.com/columns/assange-arrest-sparks-interest-in-gore-vidal-book
[2] https://www.truthdig.com/articles/the-martyrdom-of-julian-assange/
[1] https://freedom.press/news/why-chelsea-manning-still-jail/
[1] https://actionnetwork.org/fundraising/chelsea-manning-needs-legal-funds-to-resist-a-grand-jury-subpoena/

Top URLs in Tweet in G3:
[46] https://www.newsweek.com/mueller-report-leak-donald-trump-release-1396248
[26] https://www.newsweek.com/blowing-whistle-white-house-1396439
[24] https://www.commondreams.org/news/2019/04/12/i-felt-americans-needed-know-insurance-industry-whistleblower-gives-glimpse-effort
[21] https://www.organicconsumers.org/blog/corruption-mismanagement-usdas-food-safety-and-inspection-services-put-consumers-risk
[20] https://truthout.org/articles/insurance-industry-whistleblower-exposes-effort-to-crush-medicare-for-all/
[18] https://apple.news/AjInz1if1R0G_Iubz8k9-ew
[15] https://www.govexec.com/oversight/2019/04/new-whistleblower-protection-office-under-investigation-retaliating-against-whistleblowers/156314/
[12] https://www.rawstory.com/2019/04/trump-whistleblower-protection-office-investigation-retaliating-whistleblowers-report/
[10] https://www.commondreams.org/news/2019/04/12/i-felt-americans-needed-know-insurance-industry-whistleblower-gives-glimpse-effort?fbclid=IwAR2xByDDEeCFUQjEawAJr_7qvrMYdThHT-IJRGFmrurB8STTJrvo8XZ0QoU
[10] https://uk.reuters.com/article/uk-soccer-africa-caf/african-soccer-whistleblower-fired-after-accusing-boss-of-corruption-idUKKCN1RR1CQ

Top URLs in Tweet in G4:
[23] https://www.newsweek.com/mueller-report-leak-donald-trump-release-1396248
[13] https://www.newsweek.com/blowing-whistle-white-house-1396439
[3] https://www.govexec.com/oversight/2019/04/new-whistleblower-protection-office-under-investigation-retaliating-against-whistleblowers/156314/
[2] https://www.govexec.com/oversight/2019/04/new-whistleblower-protection-office-under-investigation-retaliating-against-whistleblowers/156314/?%3Foref=GovExecTCO
[2] https://www.irs.gov/compliance/whistleblower-informant-award
[1] http://www.washingtonpost.com/powerpost/white-house-whistleblower-says-security-clearance-denials-were-reversed-during-trump-administration/2019/04/01/9f28334e-542c-11e9-814f-e2f46684196e_story.html?tid=ss_tw&utm_term=.16ade1eb9773
[1] https://twitter.com/dcpoll/status/1108568822410342400
[1] https://twitter.com/ninaburleigh/status/1118327457038393345
[1] https://www.newsweek.com/blowing-whistle-white-house-1396439?amp=1&__twitter_impression=true
[1] https://twitter.com/SpyTalker/status/1118209111135535104

Top URLs in Tweet in G5:
[21] https://www.dw.com/p/3GuhJ
[5] https://www.cbc.ca/radio/day6/vote-leave-whistleblower-says-brexit-isn-t-just-broken-it-s-illegitimate-1.5092756
[4] https://www.cbc.ca/radio/day6/assange-arrested-the-brexit-whistleblower-game-of-thrones-composer-celebrating-fan-fiction-and-more-1.5092753/vote-leave-whistleblower-says-brexit-isn-t-just-broken-it-s-illegitimate-1.5092756
[2] http://cbc.ca/1.5092767
[2] http://cbc.ca/1.5092756
[2] http://cbc.ca/1.5095436
[2] https://www.wnd.com/2012/02/whistleblower-explains-abcs-of-money-laundering/
[2] https://www.theguardian.com/news/2018/mar/17/data-war-whistleblower-christopher-wylie-faceook-nix-bannon-trump?CMP=share_btn_tw
[1] https://twitter.com/shahmiruk/status/1117383054257999872
[1] http://cbc.ca/1.5092766

Top URLs in Tweet in G6:
[87] https://www.forbes.com/sites/janetwburns/2018/05/19/cambridge-analytica-whistleblower-bannon-sought-to-suppress-black-voters/
[62] https://www.philly.com/philly/columnists/will_bunch/free-reality-winner-whistleblower-american-hero-20180724.html
[57] http://greaterdiversity.com/bannon-promoted-culture-war-suppress-black-voters-cambridge-analytica-whistleblower/
[41] https://arstechnica.com/information-technology/2019/04/dhs-fbi-say-election-systems-in-50-states-were-targeted-in-2016/
[16] https://www.philly.com/philly/columnists/will_bunch/free-reality-winner-whistleblower-american-hero-20180724.html?outputType=amp
[9] https://www.mintpressnews.com/nsa-whistleblower-reality-winner-pleads-guilty/244896/
[4] https://twitter.com/maddow/status/1113863333206208519
[4] https://www.commondreams.org/news/2019/04/12/i-felt-americans-needed-know-insurance-industry-whistleblower-gives-glimpse-effort?fbclid=IwAR0AMOSuTMoSA6QHBOVawVGORUTbj4qXmKeNAZRXGLs_0hZStdoaZVPQmuA
[4] https://www.justice.gov/opa/press-release/file/971331/download
[3] https://www.japantimes.co.jp/news/2018/05/17/business/cambridge-analytica-shared-data-russia-sought-suppress-u-s-black-vote-whistleblower/

Top URLs in Tweet in G7:
[4] https://www.newsweek.com/mueller-report-leak-donald-trump-release-1396248
[2] https://www.forbes.com/sites/janetwburns/2018/05/19/cambridge-analytica-whistleblower-bannon-sought-to-suppress-black-voters/
[2] http://dlvr.it/R2rkQ8
[1] https://arstechnica.com/information-technology/2019/04/dhs-fbi-say-election-systems-in-50-states-were-targeted-in-2016/
[1] https://www.rawstory.com/2019/04/trump-whistleblower-protection-office-investigation-retaliating-whistleblowers-report/
[1] https://www.rawstory.com/2019/04/trump-whistleblower-protection-office-investigation-retaliating-whistleblowers-report/#.XLZvAX1qBvU.twitter
[1] https://www.tribecafilm.com/filmguide/xy-chelsea-2019
[1] https://www.washingtonpost.com/amphtml/powerpost/white-house-whistleblower-says-security-clearance-denials-were-reversed-during-trump-administration/2019/04/01/9f28334e-542c-11e9-814f-e2f46684196e_story.html#click=https://t.co/Li2w2i1y7C
[1] https://www.washingtonpost.com/powerpost/white-house-whistleblower-says-security-clearance-denials-were-reversed-during-trump-administration/2019/04/01/9f28334e-542c-11e9-814f-e2f46684196e_story.html?utm_term=.8b3af4a27958
[1] https://www.justice.gov/opa/press-release/file/971331/download

Top URLs in Tweet in G8:
[7] https://order-order.com/2018/04/01/remain-campaign-whistleblower-reveals-they-cheated-and-still-lost/
[5] https://twitter.com/hendopolis/status/1117173357840150534
[4] https://twitter.com/adamlangleben/status/1117176454993854469
[3] https://twitter.com/Gabriel_Pogrund/status/1117185921970049030
[2] https://twitter.com/gabriel_pogrund/status/1117185396956389383
[2] https://www.thetimes.co.uk/article/15691790-5e27-11e9-bd2a-b8f91447dc5a
[1] https://www.mirror.co.uk/news/politics/labour-defends-julian-assange-whistleblower-14281973.amp?__twitter_impression=true
[1] https://www.telegraph.co.uk/politics/2019/04/12/shouldnt-surprised-assanges-hard-left-apologists/
[1] https://twitter.com/labourpress/status/1114844356106706944
[1] https://www.thetimes.co.uk/article/home-office-tracks-debit-card-use-to-spy-on-asylum-seekers-lkgcdm7d7

Top URLs in Tweet in G9:
[32] https://tomwoods.com/1385
[16] http://tomwoods.com/1385
[8] https://truthout.org/articles/insurance-industry-whistleblower-exposes-effort-to-crush-medicare-for-all/
[6] https://twitter.com/xEleutherophobe/status/1118152225522475009
[5] https://twitter.com/ehancapper/status/1118168698101960704
[5] https://twitter.com/KissThePaw/status/1118086932372832256
[4] https://readersupportednews.org/opinion2/277-75/56007-rsn-the-railroad-that-awaits-julian-assange
[4] https://www.guengl.eu/assange-montarjemi-rui-pinto-win-gue-ngl-whistleblower-prize/
[3] https://tomwoods.com/ep-1385-the-truth-about-whistleblower-julian-assange/
[2] https://twitter.com/RTUKnews/status/1117807289136664578

Top URLs in Tweet in G10:
[6] https://www.theherald.com.au/story/6055835/mine-mess-hunter-whistleblower-vindicated-after-invalid-approval/
[6] https://www.reuters.com/article/us-soccer-africa-caf/african-soccer-whistleblower-fired-after-accusing-boss-of-corruption-idUSKCN1RR1CW?feedType=RSS&feedName=sportsNews
[3] https://www.canberratimes.com.au/story/6043320/he-uncovered-war-crimes-greens-leader-urges-government-to-protect-julian-assange/?cs=14232
[2] https://www.change.org/p/attorney-general-christian-porter-stop-the-prosecution-of-ato-whistleblower-richard-boyle-2
[2] http://www.theherald.com.au/story/6055835/mine-mess-hunter-whistleblower-vindicated-after-invalid-approval/?src=rss
[2] https://www.smh.com.au/money/tax/tax-watchdog-should-stop-making-excuses-for-the-ato-20190412-p51do5.html
[1] https://www.moneymanagement.com.au/news/policy-regulation/apra-signals-tougher-enforcement-approach#.XLUtUVKeNOg.twitter
[1] https://www.brisbanetimes.com.au/money/tax/tax-watchdog-should-stop-making-excuses-for-the-ato-20190412-p51do5.html?ref=rss&utm_medium=rss&utm_source=rss_feed
[1] https://www.afr.com/business/banking-and-finance/political-parties-split-on-implementing-hayne-recommendations-20190414-p51e12
[1] https://twitter.com/AdamSearleMLC/status/1065445883666284545

Top Domains
Top Domains in Tweet in Entire Graph:
[437] twitter.com
[254] youtube.com
[219] govexec.com
[211] newsweek.com
[204] reuters.com
[99] forbes.com
[85] philly.com
[84] co.uk
[78] commondreams.org
[68] rawstory.com

Top Domains in Tweet in G1:
[142] govexec.com
[126] twitter.com
[36] youtube.com
[30] europa.eu
[22] heise.de
[19] co.uk
[14] diem25.org
[12] tagesschau.de
[12] eqs.com
[12] dw.com

Top Domains in Tweet in G2:
[18] shareaholic.com
[12] twitter.com
[9] commondreams.org
[7] youtube.com
[6] sputniknews.com
[3] therealnews.com
[2] freedom.press
[2] truthout.org
[2] co.uk
[2] truthdig.com

Top Domains in Tweet in G3:
[75] newsweek.com
[74] twitter.com
[52] commondreams.org
[40] youtube.com
[36] reuters.com
[34] rawstory.com
[29] organicconsumers.org
[26] govexec.com
[24] apple.news
[21] truthout.org

Top Domains in Tweet in G4:
[37] newsweek.com
[7] twitter.com
[5] govexec.com
[2] irs.gov
[1] washingtonpost.com
[1] rawstory.com
[1] cbc.ca
[1] reuters.com
[1] truthout.org
[1] theintercept.com

Top Domains in Tweet in G5:
[21] cbc.ca
[21] dw.com
[3] twitter.com
[3] theguardian.com
[2] wnd.com
[1] channel4.com
[1] boingboing.net

Top Domains in Tweet in G6:
[87] forbes.com
[81] philly.com
[57] greaterdiversity.com
[41] arstechnica.com
[23] twitter.com
[9] mintpressnews.com
[5] newsweek.com
[5] commondreams.org
[4] justice.gov
[3] npr.org

Top Domains in Tweet in G7:
[4] newsweek.com
[2] forbes.com
[2] rawstory.com
[2] dlvr.it
[2] washingtonpost.com
[1] arstechnica.com
[1] tribecafilm.com
[1] justice.gov
[1] greaterdiversity.com
[1] reuters.com

Top Domains in Tweet in G8:
[21] twitter.com
[7] co.uk
[7] order-order.com
[2] theguardian.com
[1] antisemitism.uk

Top Domains in Tweet in G9:
[51] tomwoods.com
[26] twitter.com
[8] truthout.org
[5] youtube.com
[4] readersupportednews.org
[4] guengl.eu
[2] theamericanconservative.com
[2] alarabiya.net
[1] therealnews.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[28] change.org
[22] com.au
[9] twitter.com
[6] reuters.com
[3] net.au
[2] theguardian.com
[2] facebook.com
[2] gofundme.com
[1] afr.com
[1] buzzfeed.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2210] whistleblower
[561] assange
[481] peteforamerica
[393] julianassange
[244] eplenary
[176] realitywinner
[171] wikileaks
[145] medicareforall
[144] eu
[121] uk



Top Hashtags in Tweet in G1:
[1167] whistleblower
[374] assange
[306] julianassange
[115] whistleeu
[108] uk
[106] us
[92] wikileaks
[76] eu
[63] whistleblowers
[61] luxleaks

Top Hashtags in Tweet in G2:
[464] peteforamerica
[116] medicareforall
[60] mayorpete
[60] blm
[18] whistleblower
[13] assange
[11] m4a
[9] greennewdeal
[6] hr1384
[5] freeassange

Top Hashtags in Tweet in G3:
[25] whistleblower
[13] metoo
[10] assange
[8] julianassange
[8] smartnews
[7] medicareforall
[7] freeassange
[6] cybersecurity
[6] news
[5] ps4live

Top Hashtags in Tweet in G4:
[6] trump
[4] trumpcabal
[1] whistleblower
[1] realitywinner
[1] wethepeople

Top Hashtags in Tweet in G5:
[44] brexit
[3] whistleblower
[3] 1yrago
[2] assange
[2] horasis
[2] ai
[1] ohcanada
[1] europeanelections
[1] brexitinquiry
[1] pixieland

Top Hashtags in Tweet in G6:
[161] realitywinner
[48] americasdaughter
[43] freerealitywinner
[24] whistleblower
[19] whisleblower
[16] russia
[10] wethepeople
[9] whitehouse
[5] peteforamerica
[4] whistleblowers

Top Hashtags in Tweet in G7:
[1] smartnews
[1] muellerreport
[1] muellersreport
[1] muellerthursday
[1] trump
[1] tribeca2019

Top Hashtags in Tweet in G8:
[6] hodge
[5] assange
[3] labourantisemitism
[3] whistleblower
[2] marr
[1] pissup
[1] brewery
[1] fail
[1] ridge
[1] seealawyerinthemorning

Top Hashtags in Tweet in G9:
[136] whistleblower
[58] julianassange
[35] torture
[30] cia
[20] assange
[12] truthteller
[10] chelseamanning
[5] wikileaks
[4] freeassange
[4] maga

Top Hashtags in Tweet in G10:
[35] whistleblower
[19] auspol
[10] pardonjulian
[10] freeassange
[10] wikileaks
[10] hero
[5] assange
[4] nswpol
[4] freedomofspeech
[4] democracy

Top Words
Top Words in Tweet in Entire Graph:
[11885] Words in Sentiment List#1: Positive
[12940] Words in Sentiment List#2: Negative
[54] Words in Sentiment List#3: Angry/Violent
[364939] Non-categorized Words
[389774] Total Words
[10520] whistleblower
[2210] #whistleblower
[1611] miller
[1542] protection
[1297] office

Top Words in Tweet in G1:
[1574] whistleblower
[1168] #whistleblower
[712] protection
[616] directive
[551] eu
[380] julian
[377] wikileaks
[359] guengl
[324] #assange
[324] ruipinto_fl

Top Words in Tweet in G2:
[678] whistleblower
[473] pattheberner
[472] buttigieg
[469] media
[468] f
[465] happen
[464] #peteforamerica
[464] elevating
[464] hoping
[464] split

Top Words in Tweet in G3:
[1086] whistleblower
[155] corruption
[123] report
[119] assange
[113] fired
[92] s
[87] pentagon
[86] release
[86] protection
[85] mueller

Top Words in Tweet in G4:
[653] office
[592] whistleblower
[553] trump
[534] new
[530] kylegriffin1
[525] veterans
[525] affairs
[525] department's
[525] watchdog
[525] investigating

Top Words in Tweet in G5:
[682] whistleblower
[633] shahmiruk
[590] risking
[504] show
[385] brexit
[360] t
[360] running
[360] think
[360] great
[359] considering

Top Words in Tweet in G6:
[674] whistleblower
[330] jennycohn1
[268] cambridge
[268] analytica
[161] #realitywinner
[148] black
[146] suppress
[145] bannon
[144] voters
[142] s

Top Words in Tweet in G7:
[1533] miller
[844] whistleblower
[773] came
[767] stephen
[767] mkraju
[766] jerry
[766] nadler
[766] tells
[766] jaketapper
[766] testify

Top Words in Tweet in G8:
[672] whistleblower
[347] antisemitism
[331] labour
[250] t
[220] staff
[210] party
[189] suspected
[177] wrong
[173] now
[172] tape

Top Words in Tweet in G9:
[303] whistleblower
[261] here
[243] know
[213] jail
[212] something
[211] public
[211] wrong
[211] perpetrators
[211] tv
[210] british

Top Words in Tweet in G10:
[320] whistleblower
[282] ato
[255] richard_d_boyle
[186] being
[182] against
[176] charges
[175] hardenuppete
[175] current
[175] support
[174] retweet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[832] whistleblower,protection
[809] weeks,ago
[807] stephen,miller
[805] ago,whistleblower
[804] jerry,nadler
[804] nadler,tells
[804] tells,jaketapper
[804] jaketapper,miller
[804] miller,testify
[804] testify,heard

Top Word Pairs in Tweet in G1:
[460] protection,directive
[342] whistleblower,protection
[310] #whistleblower,protection
[253] nestlé,whistleblower
[251] whistleblower,yasminemotarjem
[251] wikileaks,founder
[248] football,leaks
[245] founder,#julianassange
[245] #julianassange,nestlé
[245] yasminemotarjem,football

Top Word Pairs in Tweet in G2:
[464] #peteforamerica,media
[464] media,elevating
[464] elevating,buttigieg
[464] buttigieg,hoping
[464] hoping,split
[464] split,progressives
[464] progressives,order
[464] order,make
[464] make,kamala
[464] kamala,happen

Top Word Pairs in Tweet in G3:
[83] mueller,report
[79] pentagon,papers
[78] release,pentagon
[77] whistleblower,fired
[77] full,mueller
[77] ensure,release
[76] papers,whistleblower
[75] whistleblower,protection
[74] fired,accusing
[63] insurance,industry

Top Word Pairs in Tweet in G4:
[525] veterans,affairs
[525] affairs,department's
[525] department's,watchdog
[525] watchdog,investigating
[525] investigating,new
[525] new,office
[525] office,created
[525] created,trump
[525] trump,early
[525] early,admin

Top Word Pairs in Tweet in G5:
[361] whistleblower,shahmiruk
[359] shahmiruk,considering
[359] considering,running
[359] running,mep
[359] mep,think
[359] think,d
[359] d,great
[359] great,show
[359] show,donate
[358] emmalbriant,whistleblower

Top Word Pairs in Tweet in G6:
[268] cambridge,analytica
[144] suppress,black
[144] black,voters
[144] voters,cambridge
[112] analytica,whistleblower
[88] sought,suppress
[87] whistleblower,bannon
[87] bannon,sought
[86] 4,whistleblower
[85] jennycohn1,4

Top Word Pairs in Tweet in G7:
[767] stephen,miller
[766] jerry,nadler
[766] nadler,tells
[766] tells,jaketapper
[766] jaketapper,miller
[766] miller,testify
[766] testify,heard
[766] heard,several
[766] several,weeks
[766] weeks,ago

Top Word Pairs in Tweet in G8:
[187] suspected,whistleblower
[170] antisemitism,whistleblower
[166] whistleblower,turned
[165] m,tape
[165] tape,now
[165] now,admitting
[165] admitting,wrong
[165] wrong,antisemitism
[165] antisemitism,still
[165] still,fired

Top Word Pairs in Tweet in G9:
[211] public,know
[211] know,something
[211] something,wrong
[211] wrong,here
[211] jail,perpetrators
[211] perpetrators,tv
[210] british,public
[207] tv,sa
[149] julian,assange
[127] whistleblower,jail

Top Word Pairs in Tweet in G10:
[219] ato,whistleblower
[174] retweet,support
[174] support,current
[174] current,charges
[174] charges,being
[174] being,dropped
[174] dropped,against
[174] against,ato
[174] whistleblower,richard_d_boyle
[173] hardenuppete,retweet

Top Replied-To
Top Replied-To in Entire Graph:
@vaoawp
@realdonaldtrump
@anagomesmep
@wikileaks
@deptvetaffairs
@cassandrarules
@ggreenwald
@bjwinnerdavis
@poppeyrs
@thetodayshow

Top Replied-To in G1:
@vaoawp
@anagomesmep
@deptvetaffairs
@wikileaks
@poppeyrs
@thetodayshow
@warriorpt
@bmjv_bund
@theresa_may
@sven_giegold

Top Replied-To in G2:
@ggreenwald
@lionelmedia
@johncusack
@clartybank
@realmattcouch
@pattheberner
@alliealo46
@abelsonjs
@zacharykamel
@barrettbrown_

Top Replied-To in G4:
@ninaburleigh
@adamjamesm60
@kylegriffin1
@john_sipher
@bkphilanthropy
@pullenpoynt1
@mihero
@adamreizner
@jude_scout
@crewcrew

Top Replied-To in G5:
@shahmiruk
@theresa_may
@telegraph
@tommoriarty16
@old_ben_kay
@leaveeuofficial
@safetypindaily
@borisjohnson
@paulwhitton1
@robinkellett

Top Replied-To in G6:
@bjwinnerdavis
@wendymeer11
@redtraccoon
@aoc
@sarahkendzior
@antshmant
@thomaskaine5
@sethabramson
@senschumer
@johndroot

Top Replied-To in G7:
@mkraju
@mccles68

Top Replied-To in G8:
@labourpress
@adamlangleben
@gabriel_pogrund
@supergutman
@carolecadwalla
@jeremycorbyn
@nomoreexperts
@lmharpin
@scarynewdad
@ripplecabin

Top Replied-To in G9:
@cassandrarules
@nro
@maluminse
@walkawaylib
@kyletorpey
@rtuknews
@annaleclaire
@realgrace31
@paulmd199
@johncusack

Top Replied-To in G10:
@flickreynolds
@feintglow
@zumgumza
@zabsteroz
@georgesstpaul1
@nytimes
@lenoretaylor
@paulinehollywoo
@senator_patrick
@billbirnbauer

Top Mentioned
Top Mentioned in Entire Graph:
@jaketapper
@mkraju
@shahmiruk
@kylegriffin1
@pattheberner
@emmalbriant
@guengl
@jennycohn1
@ruipinto_fl
@yasminemotarjem

Top Mentioned in G1:
@guengl
@ruipinto_fl
@yasminemotarjem
@europarl_en
@vroziere
@ti_eu
@senficon
@eurocadres
@dinahpokempner

Top Mentioned in G2:
@pattheberner
@ggreenwald
@freedomofpress
@roseanndemoro
@riderofkarma
@xychelsea
@barrettbrown_
@leecamp
@theintercept
@4apeoplesparty

Top Mentioned in G3:
@kiltronxenviro
@ninamarie_wb
@earthaccounting
@diggingfortrut1
@ozcatch22
@mik9952
@voiceofnigeria
@americanfhc

Top Mentioned in G4:
@kylegriffin1
@spytalker
@therickwilson
@dcpoll
@alexandrachalup
@john_sipher
@djrothkopf
@momjovi
@ninaburleigh
@crisleemaza

Top Mentioned in G5:
@shahmiruk
@emmalbriant
@stopbrexitincrt
@turloughc
@cbcday6
@freeworld2
@brexitbin
@ao3org
@gaystarnews
@trisrs

Top Mentioned in G6:
@jennycohn1
@wendymeer11
@bjwinnerdavis
@chrisinsilico
@wmancelona
@whsci
@will_bunch
@joncoopertweets
@redtraccoon
@thomaskaine5

Top Mentioned in G7:
@jaketapper
@mkraju
@kylegriffin1
@therickwilson
@reutersbiz
@jennycohn1
@spytalker
@john_sipher
@joncoopertweets
@rawstory

Top Mentioned in G8:
@gabriel_pogrund
@corbynsnap
@adamlangleben
@hadleyfreeman
@l_attfield
@ianaustinmp
@msjulielenarz
@jeremycorbyn
@francesbarber13
@jenniegensec

Top Mentioned in G9:
@rtuknews
@thomasewoods
@cassandrarules
@gerrrty
@johnkiriakou
@youranonnews
@garethporter
@georgegalloway
@rt
@johnwight1

Top Mentioned in G10:
@richard_d_boyle
@hardenuppete
@slpng_giants_oz
@senator_patrick
@ato_gov_au
@abcnews
@changeaus
@colingj
@tonykevin
@steveaustinabc

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@pulpnews
@missb62
@market_screener
@the_news_diva
@yuuji_k1
@rashidaldosari
@robinsnewswire
@alllibertynews
@sectest9

Top Tweeters in G1:
@sectest9
@lennaleprena
@jim_peoples_
@watsupafrica
@schestowitz
@thehill
@baphometx
@joekoffee
@irishtimes
@vilinthril

Top Tweeters in G2:
@occuworld
@alllibertynews
@drdaveanddee
@msrock4ever
@jhamby
@positivelyjoan
@flugennock
@janieo
@yocibou
@chris11962

Top Tweeters in G3:
@pulpnews
@market_screener
@the_news_diva
@robinsnewswire
@cyberdomain
@koltovskoyyakov
@eaglestarnet
@zyitegadgets
@jondknight
@evankirstel

Top Tweeters in G4:
@missb62
@mattmurph24
@plantflowes
@debilu2
@rachel_mcrea
@theresamax
@riskyliberal
@sueleugers
@glassriverjewel
@sherrikuczeryk

Top Tweeters in G5:
@slasher48
@roblwilson
@allchanges
@tshep42
@euethnic
@sandradunn1955
@julian47hill
@thestephenralph
@helenyg
@paulstpancras

Top Tweeters in G6:
@stupidosaur
@jot_au
@lovetogive2
@wellness4you13
@brianswiftie13
@vi44
@burnettcynthia
@bppope
@kavn
@mikeymgm1701

Top Tweeters in G7:
@cagney1991
@bannerite
@ligayaloyola
@akuma_river
@tradnews_
@fieryreddragon
@mmwlawtaos1
@jentromans
@solusnan1
@linda1746

Top Tweeters in G8:
@cloudwanderer3
@madanabhat
@soramiffy
@pollsstar
@ghettoorgan
@kulganofcrydee
@dejavousagain
@jegteg
@mtchknght8
@bernardmceldown

Top Tweeters in G9:
@yuuji_k1
@nonvitaltooth
@actionscript3
@dsmpowered
@deyanwonder
@ardy22
@miyamaeyukari
@muthokatito
@ajaygolmalgobi
@pistach01

Top Tweeters in G10:
@mackaysuzie
@minhkular
@asher_wolf
@msmwatchdog2013
@markplackett1
@suthernx
@emlafudd
@qldaah
@nytimes
@guytaur


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