Twitter research (Musk OR @elonmusk), Twitter, 11/4/2022 2:43:07 PM, 284305


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Twitter research (Musk OR @elonmusk) Twitter NodeXL SNA Map and Report for Friday, 04 November 2022
Twitter research (Musk OR @elonmusk) Twitter NodeXL SNA Map and Report for Friday, 04 November 2022
From:
SMRFoundation
Uploaded on:
November 04, 2022
Short Description:
Twitter research (Musk OR @elonmusk) via NodeXL https://bit.ly/3fuRSZj
@phil_lewis_
@elonmusk
@profgalloway
@saycheesedgtl
@mhmck
@chillmage
@jbakcoleman
@brendaweese
@yahoonews
@thedemcoalition

Top hashtags:
#mefa
#twitter
#elonmusk
#crypto
#metaverse
#elon
#jasmy

Description:
Description
The graph represents a network of 19,086 Twitter users whose recent tweets contained "Twitter research (Musk OR @elonmusk)", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 04 November 2022 at 14:16 UTC.

The tweets in the network were tweeted over the 6-day, 19-hour, 50-minute period from Friday, 28 October 2022 at 16:31 UTC to Friday, 04 November 2022 at 12:21 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 : 19086
Unique Edges : 24592
Edges With Duplicates : 1204
Total Edges : 25796
Number of Edge Types : 5
Retweet : 16148
Replies to : 2012
MentionsInRetweet : 3951
Tweet : 559
Mentions : 3126
Self-Loops : 605
Reciprocated Vertex Pair Ratio : 0.00118735669832951
Reciprocated Edge Ratio : 0.00237189710873921
Connected Components : 554
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 17919
Maximum Edges in a Connected Component : 24519
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.848907
Graph Density : 6.71313010336046E-05
Modularity : 0.730126
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 19,086 Twitter users whose recent tweets contained "Twitter research (Musk OR @elonmusk)", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 04 November 2022 at 14:16 UTC.

The tweets in the network were tweeted over the 6-day, 19-hour, 50-minute period from Friday, 28 October 2022 at 16:31 UTC to Friday, 04 November 2022 at 12:21 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Twitter research (Musk OR @elonmusk)
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6536] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[1551] https://www.globalresearch.ca/us-has-killed-more-than-20-million-people-in-37-victim-nations-since-world-war-ii/5492051/amp?__twitter_impression=true
[1088] https://twitter.com/elonmusk/status/1588081971221053440
[297] https://yahoo.trib.al/CyAACoB
[261] https://www.businessinsider.com/shonda-rhimes-celebrities-leave-twitter-elon-musk-takeover-social-media-2022-10
[196] https://www.nytimes.com/2022/10/28/technology/twitter-far-right-followers.html
[107] https://cointelegraph.com/magazine/musk-fires-twitter-execs-research-stirs-blockchain-energy-debate-cftc-brass-shares-crypto-concerns-hodlers-digest-oct-23-29/
[84] https://www.moodys.com/research/Moodys-downgrades-Twitters-CFR-and-unsecured-note-ratings-to-B1--PR_470869
[81] https://twitter.com/alineitzelmd/status/1580966228159475714
[81] https://www.washingtonpost.com/technology/2022/10/28/musk-twitter-racist-posts/

Top URLs in Tweet in G1:
[6284] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[2] https://www.washingtonpost.com/technology/2022/10/28/musk-twitter-racist-posts/
[2] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html
[2] https://networkcontagion.us/leadership-team/
[1] https://www.businessinsider.com/far-right-figures-gained-thousands-twitter-followers-before-musk-takeover-2022-10

Top URLs in Tweet in G2:
[1547] https://www.globalresearch.ca/us-has-killed-more-than-20-million-people-in-37-victim-nations-since-world-war-ii/5492051/amp?__twitter_impression=true
[1068] https://twitter.com/elonmusk/status/1588081971221053440
[42] https://metaversefacemaker.com/
[42] https://t.me/metafacenft
[19] https://t.me/lanceria
[19] https://testnet.lanceria.com
[16] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[15] https://www.fxcintel.com/research/reports/twitter-payments-the-key-to-success-for-elon-musk
[14] https://ciet.nic.in/IJET-Journal/IJET_July_2021_Volume3_Issue2/mobile/index.html
[10] https://www.foxbusiness.com/sports/lebron-james-reacts-reported-sudden-increased-usage-n-word-twitter-elon-musk-acquisition

Top URLs in Tweet in G3:
[73] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[6] https://www.latimes.com/california/story/2022-10-30/column-elon-musk-takes-twitter-into-the-sewer-of-hate-paul-pelosi-hammer-attack

Top URLs in Tweet in G4:
[53] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4

Top URLs in Tweet in G5:
[12] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[4] https://www.businessinsider.com/elon-musks-first-day-owning-twitter-layoff-fears-hoaxes-trolls-2022-10
[1] https://twitter.com/elonmusk/status/1588081971221053440
[1] https://www.technologyreview.com/2022/11/03/1062752/twitter-may-have-lost-more-than-a-million-users-since-elon-musk-took-over/
[1] https://edition.cnn.com/2022/10/28/tech/elon-musk-twitter-golden-parachutes/index.html

Top URLs in Tweet in G6:
[19] https://research.typeform.com/to/NsYhWQez
[10] https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2022
[7] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[5] https://twitter.com/federicolois/status/1563387040540274688
[4] https://www.freepress.net/news/press-releases/civil-society-groups-call-twitters-top-20-advertisers-demand-elon-musk-fulfill-promises
[4] https://www.propublica.org/article/family-research-council-irs-church-status
[3] https://twitter.com/tajmarie17/status/1477155767996325889
[3] https://www.centreforoptimism.com/research
[3] https://twitter.com/spook_info/status/1586025430733422592
[2] https://theconversation.com/elon-musk-is-wrong-research-shows-content-rules-on-twitter-help-preserve-free-speech-from-bots-and-other-manipulation-182317

Top URLs in Tweet in G7:
[28] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[5] https://twitter.com/elonmusk/status/1588081971221053440
[2] https://www.globalresearch.ca/us-has-killed-more-than-20-million-people-in-37-victim-nations-since-world-war-ii/5492051/amp?__twitter_impression=true
[1] https://twitter.com/chillmage/status/1587601255433633796

Top URLs in Tweet in G8:
[48] https://cointelegraph.com/magazine/musk-fires-twitter-execs-research-stirs-blockchain-energy-debate-cftc-brass-shares-crypto-concerns-hodlers-digest-oct-23-29/
[16] https://cointelegraph.com/magazine/musk-fires-twitter-execs-research-stirs-blockchain-energy-debate-cftc-brass-shares-crypto-concerns-hodlers-digest-oct-23-29/?utm_source=dlvr.it&utm_medium=twitter
[7] https://theconversation.com/elon-musk-is-wrong-research-shows-content-rules-on-twitter-help-preserve-free-speech-from-bots-and-other-manipulation-182317
[6] https://www.washingtonpost.com/technology/2022/10/28/musk-twitter-racist-posts/
[6] https://www.businessinsider.com/far-right-figures-gained-thousands-twitter-followers-before-musk-takeover-2022-10?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.businessinsider.com/far-right-figures-gained-thousands-twitter-followers-before-musk-takeover-2022-10
[5] https://www.businessinsider.com/elon-musk-twitter-takeover-sparked-n-word-use-jump-2022-10
[5] https://finance.yahoo.com/news/far-figures-gained-thousands-twitter-112400586.html
[4] https://www.investing.com/news/cryptocurrency-news/musk-fires-twitter-execs-research-stirs-blockchain-energy-debate-and-cftc-brass-shares-crypto-concerns-hodlers-digest-oct-2329-2926215?utm_source=dlvr.it&utm_medium=twitter
[4] https://cryptocoinfeed.net/a/8783/musk-fires-twitter-execs-research-stirs-blockchain-energy-debate-and-cftc-brass-shares-crypto-concerns-hodlers-digest-oct.-23-29?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[296] https://yahoo.trib.al/CyAACoB
[19] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4
[3] https://twitter.com/elonmusk/status/1588081971221053440
[1] https://news.yahoo.com/crackpot-idea-best-reactions-twitter-100224728.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://news.yahoo.com/far-figures-gained-thousands-twitter-112400586.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://www.nytimes.com/2022/10/29/technology/twitter-layoffs-musk-jobs.html
[1] https://yhoo.it/3Wc3S2d

Top URLs in Tweet in G10:
[257] https://www.businessinsider.com/shonda-rhimes-celebrities-leave-twitter-elon-musk-takeover-social-media-2022-10
[11] https://news.yahoo.com/n-word-twitter-jumped-almost-122043804.html?ncid=twitter_yahoonewst_sjwumo1bpf4

Top Domains
Top Domains in Tweet in Entire Graph:
[6554] yahoo.com
[1553] globalresearch.ca
[1534] twitter.com
[349] businessinsider.com
[305] trib.al
[207] nytimes.com
[130] cointelegraph.com
[96] washingtonpost.com
[84] moodys.com
[61] t.me

Top Domains in Tweet in G1:
[6286] yahoo.com
[2] washingtonpost.com
[2] networkcontagion.us
[1] businessinsider.com

Top Domains in Tweet in G2:
[1547] globalresearch.ca
[1178] twitter.com
[61] t.me
[42] metaversefacemaker.com
[19] lanceria.com
[17] yahoo.com
[15] fxcintel.com
[14] nic.in
[11] youtube.com
[10] foxbusiness.com

Top Domains in Tweet in G3:
[73] yahoo.com
[6] latimes.com

Top Domains in Tweet in G4:
[53] yahoo.com

Top Domains in Tweet in G5:
[12] yahoo.com
[4] businessinsider.com
[1] twitter.com
[1] technologyreview.com
[1] cnn.com

Top Domains in Tweet in G6:
[29] twitter.com
[19] typeform.com
[10] ac.uk
[7] yahoo.com
[5] freepress.net
[4] propublica.org
[3] centreforoptimism.com
[2] newscientist.com
[2] wordpress.com
[2] theconversation.com

Top Domains in Tweet in G7:
[28] yahoo.com
[6] twitter.com
[2] globalresearch.ca

Top Domains in Tweet in G8:
[66] cointelegraph.com
[46] twitter.com
[24] businessinsider.com
[15] investing.com
[10] yahoo.com
[10] washingtonpost.com
[9] theconversation.com
[8] theguardian.com
[5] nytimes.com
[5] dlvr.it

Top Domains in Tweet in G9:
[296] trib.al
[21] yahoo.com
[3] twitter.com
[1] nytimes.com
[1] yhoo.it

Top Domains in Tweet in G10:
[257] businessinsider.com
[11] yahoo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[126] mefa
[117] twitter
[90] elonmusk
[72] crypto
[66] metaverse
[66] elon
[43] jasmy
[43] jasmycoin
[42] metaverseface
[42] mymefalife



Top Hashtags in Tweet in G2:
[126] mefa
[64] metaverse
[51] twitter
[42] elon
[42] metaverseface
[42] mymefalife
[33] dogecoin
[31] elonmusk
[25] crypto
[23] blockchain

Top Hashtags in Tweet in G5:
[1] elonmusk

Top Hashtags in Tweet in G6:
[43] jasmy
[43] jasmycoin
[12] twitter
[12] elonmusk
[10] dnr22
[6] covid19
[3] rayserrano
[3] pessimists
[3] optimistic
[3] leaders

Top Hashtags in Tweet in G8:
[33] crypto
[20] bitcoin
[17] cryptonews
[14] twitter
[14] blockchain
[13] nft
[10] news
[9] eth
[8] btc
[7] elonmusk

Top Hashtags in Tweet in G9:
[1] elonmusksucks

Top Words
Top Words in Tweet in Entire Graph:
[18373] research
[18158] twitter
[15297] social
[15275] media
[10605] increased
[10223] elon
[10142] 500
[9565] slur
[8809] musk's
[8728] word

Top Words in Tweet in G1:
[12577] media
[12577] social
[6296] research
[6292] group
[6290] twitter
[6288] takeover
[6288] word
[6287] surge
[6287] increased
[6287] musk's

Top Words in Tweet in G2:
[4133] research
[4079] elonmusk
[3872] twitter
[3175] people
[3094] war
[1587] world
[1574] hey
[1574] link
[1569] well
[1566] important

Top Words in Tweet in G3:
[1437] research
[1433] 500
[1432] increased
[1431] twitter
[1426] slur
[1364] musk
[1360] institute
[1360] network
[1360] contagion
[1353] deal

Top Words in Tweet in G4:
[2640] twitter
[1399] social
[1399] media
[1347] slur
[1347] increased
[1347] research
[1347] 500
[1346] elon
[1346] sparked
[1346] musk's

Top Words in Tweet in G5:
[914] research
[912] twitter
[907] increased
[899] musk
[889] elon
[877] putsch
[877] counter
[877] 2014
[877] trolls
[877] agency

Top Words in Tweet in G6:
[447] twitter
[372] research
[344] elonmusk
[178] data
[96] users
[67] tomfitton
[64] share
[62] speech
[56] musk
[54] real

Top Words in Tweet in G7:
[990] research
[505] musk's
[474] people
[470] market
[469] suggesting
[469] long
[469] telling
[469] price
[469] lackey
[469] inquiry

Top Words in Tweet in G8:
[398] research
[374] twitter
[354] musk
[153] fires
[153] debate
[153] shares
[153] crypto
[152] cftc
[152] energy
[152] brass

Top Words in Tweet in G9:
[633] social
[633] media
[328] research
[327] twitter
[321] increased
[319] elon
[319] told
[319] slur
[319] 500
[318] musk's

Top Words in Tweet in G10:
[279] research
[275] twitter
[275] 500
[268] word
[264] institute
[264] contagion
[257] skyrocketed
[257] interest
[257] oct
[257] forecasting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15239] social,media
[9711] increased,500
[8233] research,group
[8197] elon,musk's
[8180] media,research
[8139] musk's,twitter
[8137] slur,increased
[8136] twitter,takeover
[8132] sparked,surge
[8132] surge,word

Top Word Pairs in Tweet in G1:
[12577] social,media
[6292] research,group
[6291] media,research
[6287] elon,musk's
[6286] word,social
[6286] media,platform
[6286] sparked,surge
[6286] platform,social
[6286] slur,increased
[6286] increased,500

Top Word Pairs in Tweet in G2:
[1572] elonmusk,twitter
[1562] hey,elonmusk
[1548] global,research
[1548] twitter,censors
[1548] censors,global
[1548] research,link
[1547] sourced,information
[1547] link,killed
[1547] people,37
[1547] 37,victim

Top Word Pairs in Tweet in G3:
[1432] increased,500
[1360] network,contagion
[1360] research,institute
[1360] contagion,research
[1353] deal,finalized
[1353] finalized,network
[1353] twitter,increased
[1353] slur,twitter
[1353] 500,12
[1353] musk,deal

Top Word Pairs in Tweet in G4:
[1399] social,media
[1347] increased,500
[1346] takeover,sparked
[1346] elon,musk's
[1346] twitter,takeover
[1346] media,research
[1346] slur,increased
[1346] sparked,surge
[1346] research,group
[1346] musk's,twitter

Top Word Pairs in Tweet in G5:
[877] counter,russian
[877] accounts,counter
[877] internet,research
[877] increased,reminds
[877] russian,information
[877] warfare,report
[877] twitter,2014
[877] online,trolls
[877] report,maskirovka
[877] research,agency

Top Word Pairs in Tweet in G6:
[79] elonmusk,twitter
[56] tomfitton,twitter
[43] solution,#jasmy
[43] #jasmy,work
[43] companies,speech
[43] work,protect
[43] share,licenses
[43] licenses,data
[43] data,real
[43] real,utility

Top Word Pairs in Tweet in G7:
[470] market,research
[469] musk's,lackey
[469] yielded,rigorous
[469] lackey,suggesting
[469] bless,hearts
[469] long,research
[469] results,result
[469] inquiry,yielded
[469] rigorous,results
[469] research,inquiry

Top Word Pairs in Tweet in G8:
[153] musk,fires
[150] fires,twitter
[150] energy,debate
[150] brass,shares
[149] debate,cftc
[148] cftc,brass
[146] shares,crypto
[145] blockchain,energy
[144] research,stirs
[144] twitter,execs

Top Word Pairs in Tweet in G9:
[633] social,media
[319] increased,500
[317] elon,musk's
[316] word,social
[316] media,platform
[316] group,told
[316] sparked,surge
[316] platform,social
[316] told,washington
[316] slur,increased

Top Word Pairs in Tweet in G10:
[264] research,institute
[264] contagion,research
[257] interest,forecasting
[257] word,twitter
[257] ncri,independent
[257] independent,based
[257] based,organization
[257] twitter,skyrocketed
[257] institute,ncri
[257] organization,interest

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@abclive
@treetop32243990
@gerrycohen7
@pastordscott
@tomfitton
@phil_lewis_
@nbcsnl
@jwilken11
@jewishresister

Top Replied-To in G1:
@phil_lewis_
@roarquette

Top Replied-To in G2:
@elonmusk
@gerrycohen7
@pastordscott
@muskqu0tes
@cudagras
@zilladoge
@jillian1008
@bordoniandres
@bonifacemwangi
@prisonplanet

Top Replied-To in G3:
@globug81
@bradmunchen
@travtabs
@profgalloway

Top Replied-To in G6:
@elonmusk
@tomfitton
@jwilken11
@sirdukedevin
@ichi_go_ichi_ei
@ravensthirdeye
@propublica
@texas4progress
@tedcruz
@mospirit_of_76

Top Replied-To in G8:

Top Mentioned
Top Mentioned in Entire Graph:
@elonmusk
@twitter
@trueanonpod
@tomfitton
@justthenews
@human_meta_face
@thewire_in
@policy
@mib_india
@goi_meity

Top Mentioned in G1:
@phil_lewis_
@elonmusk

Top Mentioned in G2:
@elonmusk
@human_meta_face
@twitter
@coin_gabbar
@stephenking
@lancerialabs
@sararusebastian
@fxcintelligence
@chadd_adhd
@deanradin

Top Mentioned in G3:
@gsmokesweed1
@lopezlinette
@profgalloway
@elonmusk

Top Mentioned in G5:
@elonmusk
@techreview

Top Mentioned in G6:
@twitter
@elonmusk
@tomfitton
@justthenews
@jordanbpeterson
@hillaryclinton
@yoyoel
@tedcruz
@primalpoly
@jgo4justice

Top Mentioned in G7:
@elonmusk
@chillmage

Top Mentioned in G9:
@elonmusk
@yahoonews

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@matthewtwihard
@cryptotraderpro
@kenyapower_care
@newsoneplace
@lennaleprena
@federicoalves
@tinamarie_80s
@mattmurph24
@cagney1991

Top Tweeters in G1:
@lennaleprena
@federicoalves
@mattmurph24
@cloudwanderer3
@chrisbrey1
@gojira007x
@blueflower1096
@nhlsabresnews
@jmhamiltonblog
@twillynavy246

Top Tweeters in G2:
@mharvey816
@housecracka
@johnjoechad
@morgfair
@salomnm
@jhamby
@bolderthanmost
@schwingcat
@riki26287444
@rebellegrrl

Top Tweeters in G3:
@missb62
@cagney1991
@inspiteoftrump
@kenkircher1
@manmet80
@lechatnoire4
@teram323tere
@akuma_river
@theresamax
@debr3322

Top Tweeters in G4:
@raejeanhightow8
@muzikscribe
@its_coachnorman
@mainneli_
@groovy_ky
@it_aint__me
@imstretchstacks
@sheck_o
@slimjim2123
@bathgod_

Top Tweeters in G5:
@cheezwitham
@cuchacucha
@odesatatiana
@jrbkjrbk
@jmramos1701d
@carolalmero1
@deesbarbara
@robert_hove
@smilypapiking
@rodneyclaeys

Top Tweeters in G6:
@tadrow
@amazingchevvolt
@all100senators
@c_coolidge
@ambeautifulshow
@nytimes
@jamesvgingerich
@bernardmceldown
@abc
@siadasha

Top Tweeters in G7:
@eggry
@katcapps
@ungubunugu1274
@linda1746
@jamezayn
@michelejeanson1
@cmargaronis
@llama_strudel
@aliadair22
@inpoco

Top Tweeters in G8:
@cryptotraderpro
@newsoneplace
@bitcoinagile
@dataaugmented
@thedextazlab
@simplisticpro
@pavelnosok
@dianacialino
@lise_latulippe
@carol38553

Top Tweeters in G9:
@kat4obama
@backstorymom1
@saifquadri
@beverlyfolkers
@hoeitsrocuervo
@wise_diva
@auntsophie1
@alani_x
@mjohnso27
@raveenthedream

Top Tweeters in G10:
@foggybottomgal
@kristafrances
@2amongsfrippies
@loulachat
@bjcrochet
@breakingkind
@nanteos620
@aworldoutofmind
@zardoz420wpn
@sullyanne1


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