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tillerson_2017-11-14_07-07-04.xlsx
tillerson_2017-11-14_07-07-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2017
Short Description:
tillerson via NodeXL http://bit.ly/2zWQbgE
@adamcbest
@senwhitehouse
@realdonaldtrump
@statedept
@maggienyt
@therickydavila
@funder

Description:
Description
The graph represents a network of 5,119 Twitter users whose tweets in the requested range contained "tillerson", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 November 2017 at 15:08 UTC.

The requested start date was Tuesday, 14 November 2017 at 01:01 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, 4-hour, 42-minute period from Sunday, 12 November 2017 at 17:21 UTC to Monday, 13 November 2017 at 22:04 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 : 5119
Unique Edges : 6060
Edges With Duplicates : 606
Total Edges : 6666
Self-Loops : 516
Reciprocated Vertex Pair Ratio : 0.00428008902585174
Reciprocated Edge Ratio : 0.0085236958745312
Connected Components : 454
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 4089
Maximum Edges in a Connected Component : 5502
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.116873
Graph Density : 0.000223901316697
Modularity : 0.759511
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[153] https://www.nytimes.com/2017/11/10/us/politics/state-department-buyouts.html
[69] https://trib.al/GehXmGL
[30] https://twitter.com/nwadhams/status/929345969736491009
[27] https://twitter.com/kingstonareif/status/929891344776159232
[12] https://twitter.com/maggienyt/status/929153405456670720
[11] http://www.rfi.fr/asie-pacifique/20171113-birmanie-limogeage-general-charge-etat-arakan-rohingyas-tillerson?ref=tw_i
[8] https://www.politico.com/story/2017/11/07/tillerson-state-clinton-emails-244626
[7] https://washingtonmonthly.com/2017/11/12/trump-and-tillerson-are-gutting-the-state-department-for-no-good-reason/#.WgjA7hrBVLA.twitter
[7] http://truepundit.com/tillerson-u-s-chinese-officials-had-frank-south-china-sea-exchange-in-beijing/
[6] https://fb.me/SelA8vAi

Top URLs in Tweet in G1:
[2] https://twitter.com/middleeasteye/status/929823678526836736
[1] https://twitter.com/i/web/status/929813498061828102
[1] https://twitter.com/i/web/status/930188214245224448
[1] https://twitter.com/i/web/status/929882557688270850
[1] https://www.nytimes.com/2017/11/10/us/politics/state-department-buyouts.html
[1] https://twitter.com/i/web/status/929955313624678401
[1] https://twitter.com/carolfromindy/status/929865110839091200
[1] https://twitter.com/i/web/status/930110738059931654
[1] https://twitter.com/i/web/status/930048505606836229
[1] https://twitter.com/i/web/status/929776825047318530

Top URLs in Tweet in G2:
[138] https://www.nytimes.com/2017/11/10/us/politics/state-department-buyouts.html
[6] https://washingtonmonthly.com/2017/11/12/trump-and-tillerson-are-gutting-the-state-department-for-no-good-reason/#.WgjA7hrBVLA.twitter
[2] https://www.politico.com/magazine/story/2016/12/rex-tillerson-exxon-putin-russia-ties-friend-214515
[2] https://twitter.com/nwadhams/status/929345969736491009
[1] https://twitter.com/i/web/status/929766295930798081
[1] https://twitter.com/i/web/status/930063090103799813
[1] https://twitter.com/i/web/status/929172064589795329
[1] https://twitter.com/i/web/status/929418486228705283
[1] https://twitter.com/i/web/status/929160891936931841
[1] https://twitter.com/i/web/status/929181280436211713

Top URLs in Tweet in G3:
[4] https://diplopundit.net/2017/11/13/tillersons-staff-reduction-plan-threatens-gains-in-bridging-statedept-language-gaps/
[2] https://twitter.com/i/web/status/930116881767309313
[2] https://twitter.com/i/web/status/930114331630485504
[1] https://twitter.com/i/web/status/887463221157822464
[1] https://twitter.com/i/web/status/930183490359963649
[1] https://twitter.com/i/web/status/930091995149737984
[1] https://twitter.com/i/web/status/929413681577975810
[1] https://twitter.com/i/web/status/929406084896477184
[1] https://twitter.com/i/web/status/929637459218006016
[1] https://twitter.com/i/web/status/929653304870752256

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/930154607606603778
[1] https://twitter.com/i/web/status/930189163592409088
[1] https://twitter.com/i/web/status/930188235761786880
[1] https://twitter.com/i/web/status/930183483711991809
[1] https://twitter.com/i/web/status/930166316933287941
[1] https://twitter.com/i/web/status/930162647252660225
[1] https://twitter.com/i/web/status/930105358307115008
[1] https://twitter.com/i/web/status/930162005813747718
[1] https://twitter.com/i/web/status/930160539094994945
[1] https://twitter.com/i/web/status/929607788044599296

Top URLs in Tweet in G5:
[59] https://trib.al/GehXmGL
[2] https://www.nytimes.com/2017/11/10/us/politics/state-department-buyouts.html
[2] http://thehill.com/policy/international/357445-tillerson-eliminates-key-state-department-sanctions-office-report?amp
[2] http://thehill.com/policy/international/357445-tillerson-eliminates-key-state-department-sanctions-office-report
[1] https://twitter.com/i/web/status/930123453767790592
[1] https://twitter.com/i/web/status/930187965816598528
[1] https://twitter.com/i/web/status/930182781400965120
[1] https://twitter.com/i/web/status/930119275695755270
[1] https://twitter.com/i/web/status/930092358187798532
[1] https://twitter.com/i/web/status/929594737287417856

Top URLs in Tweet in G6:
[6] https://trib.al/GehXmGL
[5] https://twitter.com/adamcbest/status/929813498061828102
[5] https://www.washingtonpost.com/opinions/tillersons-redesign-for-state-looks-a-lot-like-a-retreat/2017/11/12/86aadede-c4b8-11e7-84bc-5e285c7f4512_story.html
[5] https://www.yahoo.com/news/myanmar-army-denies-rohingya-abuses-ahead-tillerson-visit-175022030.html
[3] https://thetruth24.net/?p=508356
[3] http://www.washingtonpost.com/opinions/tillersons-redesign-for-state-looks-a-lot-like-a-retreat/2017/11/12/86aadede-c4b8-11e7-84bc-5e285c7f4512_story.html
[3] http://www.bbc.co.uk/news/world-middle-east-41952533
[2] https://twitter.com/politico/status/929764738770391045
[2] https://washingtonmonthly.com/2017/11/12/trump-and-tillerson-are-gutting-the-state-department-for-no-good-reason/
[2] https://actionnetwork.org/petitions/tell-the-us-government-stand-down-and-stop-undermining-un-climate-talks

Top URLs in Tweet in G7:
[6] https://twitter.com/zsarrina/status/929799694871494656
[1] https://twitter.com/i/web/status/929793948679327751
[1] https://twitter.com/i/web/status/929519133703720960
[1] https://twitter.com/i/web/status/930193587790401537
[1] https://twitter.com/i/web/status/930174969807626246
[1] https://twitter.com/i/web/status/930157903453020160
[1] https://twitter.com/DavidCornDC/status/929356451784658944
[1] https://twitter.com/i/web/status/930096930272743425
[1] https://twitter.com/i/web/status/930133390535397377
[1] https://twitter.com/i/web/status/930070821921574912

Top URLs in Tweet in G8:
[2] https://twitter.com/senwhitehouse/status/929766295930798081
[1] https://twitter.com/i/web/status/929866616212295680
[1] https://www.nytimes.com/2017/11/10/us/politics/state-department-buyouts.html

Top URLs in Tweet in G9:
[3] https://www.cnbc.com/2017/07/20/treasury-fines-exxonmobil-2-million-for-violating-russia-sanctions-while-secretary-of-state-tillerson-was-ceo.html
[1] https://twitter.com/i/web/status/930164165322399744
[1] https://twitter.com/i/web/status/930151738677645312
[1] https://twitter.com/i/web/status/930132867174359045
[1] https://twitter.com/i/web/status/928724222079373314
[1] https://twitter.com/i/web/status/929598907025260544
[1] https://twitter.com/i/web/status/928307514562584576
[1] https://twitter.com/i/web/status/928685536667041792
[1] https://twitter.com/vidalexperience/status/843617184928677889
[1] https://twitter.com/i/web/status/930055081499688960

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/930163808257048576

Top Domains
Top Domains in Tweet in Entire Graph:
[625] twitter.com
[161] nytimes.com
[94] trib.al
[25] washingtonpost.com
[18] fb.me
[14] blogspot.com
[14] washingtonmonthly.com
[13] co.uk
[12] rfi.fr
[11] politico.com

Top Domains in Tweet in G1:
[11] twitter.com
[1] nytimes.com

Top Domains in Tweet in G2:
[138] nytimes.com
[50] twitter.com
[6] washingtonmonthly.com
[2] politico.com
[1] trib.al

Top Domains in Tweet in G3:
[38] twitter.com
[4] diplopundit.net
[2] state.gov
[1] trib.al
[1] nytimes.com
[1] cnbc.com

Top Domains in Tweet in G4:
[54] twitter.com
[1] judicialwatch.org

Top Domains in Tweet in G5:
[59] trib.al
[24] twitter.com
[4] thehill.com
[2] nytimes.com

Top Domains in Tweet in G6:
[99] twitter.com
[14] washingtonpost.com
[8] trib.al
[6] feedburner.com
[6] fb.me
[6] yahoo.com
[4] washingtonmonthly.com
[4] co.uk
[4] foreignpolicy.com
[3] ref.gl

Top Domains in Tweet in G7:
[17] twitter.com
[1] washingtonmonthly.com
[1] nytimes.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] nytimes.com

Top Domains in Tweet in G9:
[20] twitter.com
[4] cnbc.com
[1] theguardian.com
[1] nytimes.com
[1] greenpeace.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[235] republicans
[235] democratic
[52] tillerson
[28] potusinasia
[24] asean
[23] myanmar
[17] burma
[16] trump
[14] exxonmobil
[13] trumprussia



Top Hashtags in Tweet in G1:
[3] exxonrexisnotourfriend
[2] trumprussia
[2] thisisnotnormal
[1] factsmatter
[1] theresistance
[1] tillerson
[1] indictment
[1] philippowers
[1] resist

Top Hashtags in Tweet in G2:
[5] tillerson
[4] russiaus
[3] nigerambush
[2] republicans
[2] democratic
[2] russianpuppet
[2] traitor
[1] climatechange
[1] traitorsinthewhitehouse
[1] 25admendmentnow

Top Hashtags in Tweet in G3:
[28] potusinasia
[24] asean
[6] ukraine
[5] saudiarabia
[5] uae
[5] oman
[5] yemen
[4] rohingya
[4] northkorea
[3] venezuela

Top Hashtags in Tweet in G4:
[3] tillerson
[2] republicans
[2] democratic
[2] vladimirputin
[2] kurds
[2] us
[2] lgbtq
[1] hillary
[1] secretaryofstate
[1] climatechangeisreal

Top Hashtags in Tweet in G5:
[4] trumprussia
[3] resist
[2] syria
[1] lookingfornews
[1] tillerson
[1] usstatedept

Top Hashtags in Tweet in G6:
[12] tillerson
[4] rohingya
[4] myanmar
[3] rohingyacrisis
[3] rextillerson
[2] climate
[2] official
[2] iran
[2] us
[2] trump

Top Hashtags in Tweet in G7:
[2] putinpuppet

Top Hashtags in Tweet in G8:
[142] republicans
[142] democratic

Top Hashtags in Tweet in G9:
[14] tillerson
[14] exxonmobil
[3] trumprussiacolluders
[3] bigoil
[3] resist
[2] neftgas
[2] rosneft
[2] trumprussia

Top Hashtags in Tweet in G10:
[87] republicans
[87] democratic

Top Words
Top Words in Tweet in Entire Graph:
[4317] Words in Sentiment List#1: Positive
[3789] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[89103] Non-categorized Words
[97209] Total Words
[6450] tillerson
[4307] state
[3856] putin
[3746] department
[1919] awarded

Top Words in Tweet in G1:
[3367] tillerson
[3340] state
[3335] putin
[3333] department
[1690] adamcbest
[1667] awarded
[1667] order
[1667] friendship
[1666] hates
[1666] medal

Top Words in Tweet in G2:
[732] tillerson
[426] senwhitehouse
[379] secretary
[377] russian
[376] fact
[375] go
[375] single
[374] presented
[373] low
[373] prove

Top Words in Tweet in G3:
[307] tillerson
[200] statedept
[180] secretary
[128] president
[99] usembassymanila
[95] trump
[91] s
[86] u
[77] staff
[75] donald

Top Words in Tweet in G4:
[172] tillerson
[167] realdonaldtrump
[73] putin
[50] t
[44] hasn
[44] met
[44] vietnam
[44] sufficient
[44] substance
[43] elihbeckman

Top Words in Tweet in G5:
[194] tillerson
[138] state
[137] putin
[115] trump
[113] funder
[76] department
[66] washingtonpost
[62] s
[62] looks
[61] redesign

Top Words in Tweet in G6:
[223] tillerson
[71] rex
[53] state
[51] s
[49] trump
[41] myanmar
[38] rohingya
[26] abuses
[21] visit
[20] redesign

Top Words in Tweet in G7:
[205] tillerson
[152] awarded
[150] rex
[147] therickydavila
[145] order
[145] friendship
[144] russia's
[144] highest
[144] honor
[135] russia

Top Words in Tweet in G8:
[428] trump
[284] donald
[172] tillerson
[144] rex
[142] 15
[142] reasons
[142] republicans
[142] vote
[142] democratic
[142] 2018

Top Words in Tweet in G9:
[55] tillerson
[48] state
[32] khanoisseur
[23] out
[22] department
[19] 2
[17] talent
[17] being
[17] flushed
[17] alone

Top Words in Tweet in G10:
[261] trump
[174] donald
[90] tillerson
[88] rex
[87] 15
[87] reasons
[87] republicans
[87] vote
[87] democratic
[87] 2018

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3743] state,department
[1915] tillerson,awarded
[1913] order,friendship
[1779] putin,tillerson
[1771] tillerson,guts
[1771] guts,state
[1768] friendship,medal
[1768] medal,putin
[1767] putin,hates
[1767] hates,state

Top Word Pairs in Tweet in G1:
[3333] state,department
[1667] tillerson,awarded
[1667] order,friendship
[1666] putin,hates
[1666] hates,state
[1666] department,tillerson
[1666] awarded,order
[1666] friendship,medal
[1666] medal,putin
[1666] putin,tillerson

Top Word Pairs in Tweet in G2:
[375] single,fact
[373] low,go
[373] go,secretary
[373] secretary,tillerson
[373] tillerson,single
[373] fact,presented
[373] presented,prove
[373] prove,allegations
[372] senwhitehouse,low
[372] allegations,russian

Top Word Pairs in Tweet in G3:
[117] secretary,tillerson
[85] u,s
[67] rex,tillerson
[64] statedept,tillerson
[63] statedept,secretary
[57] donald,trump
[54] president,donald
[50] president,tran
[40] potus,statedept
[40] tillerson,thanked

Top Word Pairs in Tweet in G4:
[51] tillerson,realdonaldtrump
[44] realdonaldtrump,hasn
[44] hasn,t
[44] t,met
[44] met,putin
[44] putin,vietnam
[44] vietnam,sufficient
[44] sufficient,substance
[43] elihbeckman,tillerson
[43] substance,talk

Top Word Pairs in Tweet in G5:
[76] state,department
[61] tillerson,s
[61] s,redesign
[60] opinion,tillerson
[60] redesign,state
[60] state,looks
[60] looks,lot
[60] lot,retreat
[58] washingtonpost,opinion
[52] trump,putin

Top Word Pairs in Tweet in G6:
[66] rex,tillerson
[25] tillerson,s
[20] tillerson,visit
[19] redesign,state
[19] looks,lot
[19] lot,retreat
[18] warning,myanmar
[18] s,redesign
[18] state,looks
[18] myanmar,army

Top Word Pairs in Tweet in G7:
[152] tillerson,awarded
[150] rex,tillerson
[145] order,friendship
[144] russia's,highest
[141] awarded,russia's
[141] highest,honor
[134] honor,order
[134] friendship,russia
[134] russia,attacked
[134] attacked,elections

Top Word Pairs in Tweet in G8:
[284] donald,trump
[144] rex,tillerson
[142] 15,reasons
[142] reasons,republicans
[142] republicans,vote
[142] vote,democratic
[142] democratic,2018
[142] 2018,donald
[142] trump,donald
[142] trump,jr

Top Word Pairs in Tweet in G9:
[20] state,department
[17] 2,talent
[17] talent,being
[17] being,flushed
[17] flushed,out
[17] out,state
[17] state,alone
[17] alone,replaced
[17] replaced,quickly
[17] quickly,entry

Top Word Pairs in Tweet in G10:
[174] donald,trump
[88] rex,tillerson
[87] 15,reasons
[87] reasons,republicans
[87] republicans,vote
[87] vote,democratic
[87] democratic,2018
[87] 2018,donald
[87] trump,donald
[87] trump,jr

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@senwhitehouse
@adamcbest
@chrismurphyct
@rextilllerson
@maggienyt
@thehill
@glastris
@therickydavila
@statedept

Top Replied-To in G1:
@adamcbest
@thedailybeast
@teapainusa
@wanderingleo
@david_hemond

Top Replied-To in G2:
@senwhitehouse
@chrismurphyct
@maggienyt
@larryleclair
@wmaye84
@targrimm
@senjohnmccain
@joyannreid
@jlindy
@scottwichmann

Top Replied-To in G3:
@statedept
@secy_state_us
@vp
@roguesnradvisor
@adamcbest
@salon
@abc
@usembassymanila
@amandionair
@stucker6061

Top Replied-To in G4:
@realdonaldtrump
@rextilllerson
@tinytara310
@counterchekist
@pharris830
@loudobbs
@cowboyneok
@weareoversight
@dadscribe
@1johnroddam33

Top Replied-To in G5:
@washingtonpost
@speakerryan
@senschumer
@wokeluisa
@ranttnews
@katyturnbc
@n1m1c31
@eileenmdh
@jenasummerlin
@senategop

Top Replied-To in G7:
@therickydavila
@amy_siskind
@jeffreyalvey
@sentedcruz
@speakerryan
@funder
@chrismurphyct

Top Replied-To in G8:
@babycatcher16

Top Replied-To in G9:
@thehill
@mikes_booh
@rupertmcstuff
@zacharypbeasley
@khanoisseur
@patrickjferree
@waxlyrical29
@adamschiffca
@tomwellborn
@foxycuda

Top Mentioned
Top Mentioned in Entire Graph:
@adamcbest
@senwhitehouse
@statedept
@maggienyt
@therickydavila
@logic_triumphs
@realdonaldtrump
@funder
@potus
@altnatparkser

Top Mentioned in G1:
@adamcbest
@frostpegasus
@carolfromindy
@jamestoupin
@maggyw519
@weeeeesquirrel
@liz_southafrica
@teapainusa
@senwhitehouse
@maggienyt

Top Mentioned in G2:
@senwhitehouse
@maggienyt
@adamcbest
@michaelemann
@wmaye84
@onfire2day
@targrimm
@katzonearth
@bernhyland
@chrismurphyct

Top Mentioned in G3:
@statedept
@usembassymanila
@potus
@wpatrickmurphy
@danbbaer
@asean2017
@usasiapacific
@laurashholgate
@sta

Top Mentioned in G4:
@realdonaldtrump
@elihbeckman
@potus
@johnrobertsfox
@gregwest_halojm
@dadscribe
@rextilllerson
@scavino45
@maxbergmann
@kupajo333

Top Mentioned in G5:
@funder
@washingtonpost
@adamcbest
@leoameri
@realdonaldtrump
@gop
@vthepr
@eileenmdh
@senwhitehouse
@senategop

Top Mentioned in G6:
@therealyog
@judemgreen
@1o5cleanenergy
@ddnifcins1
@defconnewswire
@mathsgeist

Top Mentioned in G7:
@therickydavila
@adamcbest
@senwhitehouse
@realdonaldtrfan
@nanciama
@funder
@iservedrinks2
@nytimesworld
@amazinmind
@yvettekopp

Top Mentioned in G8:
@logic_triumphs
@adamcbest
@senwhitehouse
@funder
@cinnamini2016
@jesserodriguez
@maggienyt
@fupumpkinhead

Top Mentioned in G9:
@khanoisseur
@agschneiderman
@thehill
@lovetogive2
@kikuandjuju
@iglover17
@funder
@mikes_booh
@ellyn_gesell
@wileyeecoyote

Top Mentioned in G10:
@altnatparkser
@therickydavila
@adamcbest

Top Tweeters
Top Tweeters in Entire Graph:
@info24us
@dannyshooknews
@rashidaldosari
@maggyw519
@marcylauren
@tomwellborn
@phildecarolis
@qxnews
@federicoalves
@haitinewsnet

Top Tweeters in G1:
@maggyw519
@mharvey816
@backstorymom1
@only4rm
@solutioneer72
@sherrilee7
@foggybottomgal
@jamestoupin
@minotauresse
@brettaapplebaum

Top Tweeters in G2:
@cagney1991
@thepoliticalcat
@angelakorras
@epaulnet
@metaquest
@cloudwanderer3
@jeffersonobama
@gstuedler
@actdontreact
@artis_elemental

Top Tweeters in G3:
@rashidaldosari
@marcylauren
@smartvalueblog
@hazelglasgow
@octavianotatau
@dylanesque2604
@armorcavspin
@texasdenny
@insdatainter
@lrozen

Top Tweeters in G4:
@kegan05
@msavaarmstrong
@dianachic1
@smell3roses
@pamatluing
@goprapebuster
@oveckahelen
@tmdill1
@cyferptvila
@juliahart923

Top Tweeters in G5:
@monitor_sur
@thereal_rebel
@theresamax
@washingtonpost
@cairowire
@meagantowler
@daretothink53
@barbb0925
@peresson79
@drhug

Top Tweeters in G6:
@info24us
@dannyshooknews
@haitinewsnet
@k3shtk4r
@zyitegadgets
@i__global
@chuhaizhou
@therussophile
@worldnewsngayon
@thebfroom

Top Tweeters in G7:
@plantflowes
@paxnostrum
@catlover1943
@greeneyedlilo
@jodotcom
@linda1746
@mhmhart
@mayread3
@nytimesworld
@filmcriticone

Top Tweeters in G8:
@manmet80
@lisakbromley
@louisemorett
@bjorkianrice
@pinkravenroth
@girl_daisey
@g8r84
@libathe80
@mckelvey_patti
@passarelliallan

Top Tweeters in G9:
@tomwellborn
@haikuvikinggal
@thehill
@stanleycohenlaw
@terrymccracken
@patrici97185118
@ireland0828
@youranonnews
@lovetogive2
@pumasf

Top Tweeters in G10:
@nofascistlies
@lindalawrey
@cleopatra40
@lddetroit
@farrocklori
@brando5112
@debramilazzosha
@jamesvolfson
@kathapollitt
@itsmarky5