libra, Twitter, 6/26/2019 11:54:32 PM, 201173


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สรุป libra โดย ดร. อเสข ขันธวิชัย Report for Wednesday, 26 June 2019 at 15:59 UTC
สรุป libra โดย ดร. อเสข ขันธวิชัย Report for Wednesday, 26 June 2019 at 15:59 UTC
From:
asekha.kh
Uploaded on:
June 26, 2019
Short Description:
libra via NodeXL http://bit.ly/2ZLS5K3
@mysticxlipstick
@libra_
@facebook
@pollito_verde
@milkstrology
@astrodazueira
@musalbas
@libra_hn
@aquilibra
@veronicaofjesus

Top hashtags:
#libra
#facebook
#bitcoin
#cryptocurrency
#crypto
#blockchain
#btc
#libracoin
#cancer

Description:
Description
The graph represents a network of 18,193 Twitter users whose recent tweets contained "libra", 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, 26 June 2019 at 17:50 UTC.

The tweets in the network were tweeted over the 4-hour, 4-minute period from Wednesday, 26 June 2019 at 11:54 UTC to Wednesday, 26 June 2019 at 15:58 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 : 18193
Unique Edges : 18430
Edges With Duplicates : 2600
Total Edges : 21030
Number of Edge Types : 4
Tweet : 12247
Retweet : 4785
Replies to : 1365
Mentions : 2633
Self-Loops : 12297
Reciprocated Vertex Pair Ratio : 0.0217099973197534
Reciprocated Edge Ratio : 0.0424973767051417
Connected Components : 11934
Single-Vertex Connected Components : 10880
Maximum Vertices in a Connected Component : 1512
Maximum Edges in a Connected Component : 2661
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.33127
Graph Density : 2.3035525324309E-05
Modularity : 0.552951
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9436] http://www.twittascope.com/?sign=7
[1353] https://twitter.com/Reg___G/status/1142877050136489984
[58] https://www.wired.com/story/facebooks-libra-cryptocurrency-betrays-companys-true-ambitions/
[33] https://www.nytimes.com/2019/06/25/technology/facebook-libra-cryptocurrency.html
[32] https://www.theverge.com/2019/6/26/18716326/facebook-libra-cryptocurrency-blockchain-irs-starbucks
[25] https://stratechery.com/2019/facebook-libra-and-the-long-game/
[21] https://onezero.medium.com/the-libra-masterplan-dc9560e41c87?source=social---tw.medium
[19] http://www.reuters.com/article/us-crypto-currencies-idUSKCN1TR10L?utm_campaign=trueAnthem:+Trending+Content&utm_content=5d138aedc0e5900001cb25a6&utm_medium=trueAnthem&utm_source=twitter
[19] https://twitter.com/musalbas/status/1143629828551270401
[17] https://trib.al/muzYSPU

Top URLs in Tweet in G1:
[9418] http://www.twittascope.com/?sign=7
[45] https://www.wired.com/story/facebooks-libra-cryptocurrency-betrays-companys-true-ambitions/
[26] https://www.theverge.com/2019/6/26/18716326/facebook-libra-cryptocurrency-blockchain-irs-starbucks
[18] https://www.nytimes.com/2019/06/25/technology/facebook-libra-cryptocurrency.html
[13] https://www.wired.com/story/facebooks-libra-cryptocurrency-betrays-companys-true-ambitions
[12] http://detikmania.com/bi-mengungkapkan-perbedaan-uang-kripto-libra-facebook-dan-bitcoin/
[11] https://jp.cointelegraph.com/news/fsb-we-dont-allow-facebooks-libra-unless-there-is-new-regulatory-framework
[9] https://www.coindesk.com/what-indonesia-reveals-about-facebooks-libra-plan?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.wsj.com/articles/facebook-says-libra-can-change-the-world-it-needs-to-convince-users-11561541402
[7] https://todayforyou.org/2019/06/26/taking-libra-ties-the-friction-behind-facebooks-crypto-push/

Top URLs in Tweet in G2:
[1349] https://twitter.com/Reg___G/status/1142877050136489984
[8] http://www.twittascope.com/?sign=7

Top URLs in Tweet in G3:
[20] https://onezero.medium.com/the-libra-masterplan-dc9560e41c87?source=social---tw.medium
[17] https://trib.al/muzYSPU
[8] https://trib.al/BpUexpa
[5] https://jp.sputniknews.com/business/20190626/6400253.html?utm_source=short_direct&utm_medium=short_url&utm_content=mKmy&utm_campaign=URL_shortening
[5] https://www.vox.com/recode/2019/6/26/18758827/instagram-explore-ads-facebook-mark-zuckerberg-libra
[5] https://contrapunto.com/nacional/los-100-anos-de-su-muerte-sorprenden-a-jose-gregorio-hernandez-sin-ser-beato-pero-en-camino-de-lograrlo/
[4] https://www.wsj.com/articles/facebooks-libra-could-give-dollar-banks-some-welcome-competition-11561552511
[3] http://venturesafrica.com/facebook-libra-the-challenges-and-implications-of-the-potentially-disruptive-cryptocurrency/
[3] https://www.forbes.com/sites/steveforbes/2019/06/25/open-letter-to-mark-zuckerberg/#1978f9262614
[3] https://trib.al/sNNLfdY

Top URLs in Tweet in G5:
[1] https://horoscopo.horosrd.com/horoscopo-de-hoy-LIBRA-26-de-junio-2019-segunda-parte/
[1] https://horoscopo.horosrd.com/horoscopo-de-hoy-LIBRA-26-de-junio-2019/

Top URLs in Tweet in G6:
[8] https://www.coindesk.com/what-indonesia-reveals-about-facebooks-libra-plan
[4] https://foreignpolicy.com/2019/06/24/971554-facebook-bitcoin-libra-crypto-bad/
[4] https://techcrunch.com/2019/06/18/facebook-libra/
[3] https://www.nytimes.com/2019/06/25/technology/facebook-libra-cryptocurrency.html?smid=nytcore-ios-share
[3] https://www.theatlantic.com/ideas/archive/2019/06/dont-trust-libra-facebooks-new-cryptocurrency/592450/
[3] https://news.bitstarz.com/media-assault-on-libra-continues
[3] https://hayderecho.expansion.com/?p=41561
[3] https://www.nytimes.com/2019/06/18/technology/facebook-cryptocurrency-libra.html
[2] https://techcrunch.com/2019/06/18/libra-analytica/
[2] https://www.linkedin.com/slink?code=gRnn7Kp

Top URLs in Tweet in G7:
[1] https://aprenderinglespelainternet.com.br/teste/enquete-umbrella.htm
[1] https://twitter.com/AquiLibra/status/1143857699932835840?s=17

Top URLs in Tweet in G8:
[3] https://twitter.com/Reg___G/status/1142877050136489984

Top URLs in Tweet in G9:
[5] https://www.scanmyphotos.com/
[4] https://www.scanmyphotos.com/blog/2019/01/why-to-delete-your-photos-and-data-from-facebook.html
[3] https://libra.org/en-US/permissionless-blockchain/
[3] https://libra.org/en-US/white-paper/
[2] https://www.nytimes.com/2019/06/25/technology/facebook-libra-cryptocurrency.html
[2] https://twitter.com/musalbas/status/1143629828551270401
[1] https://www.coindesk.com/g7-forming-task-force-in-response-facebooks-libra-cryptocurrency
[1] https://www.bbc.co.uk/news/world-middle-east-46102017
[1] https://cheddar.com/media/facebook-blockchain-acquisition-chainspace
[1] https://www.nytimes.com/2019/06/18/technology/how-libra-would-work-for-you.html

Top Domains
Top Domains in Tweet in Entire Graph:
[9438] twittascope.com
[1601] twitter.com
[90] wired.com
[76] youtube.com
[70] trib.al
[67] theverge.com
[57] medium.com
[52] nytimes.com
[44] coindesk.com
[43] reuters.com

Top Domains in Tweet in G1:
[9420] twittascope.com
[121] twitter.com
[66] wired.com
[33] theverge.com
[27] nytimes.com
[23] youtube.com
[23] coindesk.com
[22] linkedin.com
[17] instagram.com
[14] wsj.com

Top Domains in Tweet in G2:
[1349] twitter.com
[8] twittascope.com

Top Domains in Tweet in G3:
[38] trib.al
[30] medium.com
[21] twitter.com
[13] wsj.com
[8] forbes.com
[6] yahoo.com
[5] sputniknews.com
[5] vox.com
[5] stratechery.com
[5] contrapunto.com

Top Domains in Tweet in G5:
[2] horosrd.com

Top Domains in Tweet in G6:
[16] coindesk.com
[8] techcrunch.com
[8] nytimes.com
[5] bitstarz.com
[4] twitter.com
[4] theatlantic.com
[4] foreignpolicy.com
[4] expansion.com
[3] theguardian.com
[3] theconversation.com

Top Domains in Tweet in G7:
[1] com.br
[1] twitter.com

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

Top Domains in Tweet in G9:
[9] scanmyphotos.com
[6] libra.org
[3] nytimes.com
[2] cheddar.com
[2] twitter.com
[1] coindesk.com
[1] co.uk
[1] threadreaderapp.com
[1] techmeme.com
[1] sky.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1600] libra
[286] facebook
[176] bitcoin
[155] cryptocurrency
[117] crypto
[109] blockchain
[40] btc
[39] libracoin
[32] cancer
[28] fintech



Top Hashtags in Tweet in G1:
[204] libra
[93] facebook
[61] cryptocurrency
[57] bitcoin
[31] crypto
[29] blockchain
[14] fintech
[11] btc
[10] news
[9] astrology

Top Hashtags in Tweet in G3:
[53] libra
[19] facebook
[17] cryptocurrency
[16] bitcoin
[16] blockchain
[14] crypto
[7] disruption
[6] btc
[6] fintech
[5] 経済

Top Hashtags in Tweet in G5:
[441] libra
[11] junio

Top Hashtags in Tweet in G6:
[68] libra
[33] cryptocurrency
[18] facebook
[11] crypto
[9] bitcoin
[8] blockchain
[6] libracoin
[5] cryptonews
[4] indonesia
[4] monnaie

Top Hashtags in Tweet in G7:
[274] libra

Top Hashtags in Tweet in G9:
[7] libra
[2] satoshi
[2] bitcoin
[2] deletefacebook
[1] blockchain
[1] facebooklibra
[1] facebook
[1] regulation
[1] cryptocurrency
[1] pantip

Top Words
Top Words in Tweet in Entire Graph:
[3140] Words in Sentiment List#1: Positive
[3010] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[313855] Non-categorized Words
[320006] Total Words
[15938] libra
[9668] more
[9605] re
[9583] out
[9517] whether

Top Words in Tweet in G1:
[10754] libra
[9486] more
[9451] out
[9440] now
[9423] re
[9421] whether
[9420] snap
[9420] reclusive
[9420] funk
[496] deram

Top Words in Tweet in G2:
[1390] libra
[1356] taurus
[1351] virgo
[14] re
[9] out
[8] mysticxlipstick
[8] snap
[8] reclusive
[8] funk
[8] now

Top Words in Tweet in G3:
[374] libra
[162] libra_
[142] facebook
[124] s
[90] facebook's
[87] davidmarcus
[84] cryptocurrency
[81] currency
[77] beller
[72] new

Top Words in Tweet in G4:
[438] libra
[424] leão
[422] sagitário
[420] áries
[420] capricórnio
[416] escorpião
[411] aquário
[301] gêmeos
[225] câncer
[223] touro

Top Words in Tweet in G5:
[439] #libra
[204] otro
[160] extrae
[160] información
[160] necesita
[160] pasa
[160] rapidamente
[160] tema
[65] tiempo
[62] hablar

Top Words in Tweet in G6:
[152] facebook
[102] libra
[74] #libra
[42] #cryptocurrency
[41] s
[34] currency
[30] cryptocurrency
[26] new
[24] facebook's
[22] global

Top Words in Tweet in G7:
[274] #libra
[150] é
[129] não
[123] e
[72] você
[72] tem
[61] volta
[60] quem
[50] sabe
[43] sempre

Top Words in Tweet in G8:
[149] libra
[135] gemini
[132] aquarius
[76] really
[75] thinking
[73] b
[73] go
[73] quiet
[62] aries
[57] leo

Top Words in Tweet in G9:
[133] libra
[127] facebook
[118] thread
[85] research
[77] scalability
[67] blockchain
[65] people
[62] join
[60] co
[58] acquired

Top Words in Tweet in G10:
[195] lol
[127] libra
[108] cancer
[107] leo
[105] pisces
[102] taurus
[102] sag
[101] aries
[101] gemini
[101] re

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9446] more,libra
[9436] re,snap
[9436] snap,out
[9436] out,reclusive
[9436] reclusive,funk
[9436] funk,now
[9436] now,whether
[9434] whether,more
[1366] libra,taurus
[1354] taurus,virgo

Top Word Pairs in Tweet in G1:
[9420] re,snap
[9420] snap,out
[9420] out,reclusive
[9420] reclusive,funk
[9420] funk,now
[9420] now,whether
[9419] more,libra
[9418] whether,more
[210] facebook,s
[146] s,libra

Top Word Pairs in Tweet in G2:
[1350] libra,taurus
[1350] taurus,virgo
[8] re,snap
[8] snap,out
[8] out,reclusive
[8] reclusive,funk
[8] funk,now
[8] now,whether
[8] whether,more
[8] more,libra

Top Word Pairs in Tweet in G3:
[77] davidmarcus,beller
[77] beller,libra_
[52] evabeylin,davidmarcus
[43] facebook,s
[35] facebook's,libra
[30] digital,currency
[29] libra_,entethalliance
[29] xapo,libra_
[26] currency,libra
[25] cryptocurrency,libra

Top Word Pairs in Tweet in G4:
[205] libra,leão
[202] só,fode
[202] fode,na
[202] na,vida
[202] vida,sagitário
[202] sagitário,gêmeos
[202] gêmeos,aquário
[202] aquário,escorpião
[202] escorpião,áries
[202] áries,capricórnio

Top Word Pairs in Tweet in G5:
[160] #libra,extrae
[160] extrae,información
[160] información,necesita
[160] necesita,pasa
[160] pasa,rapidamente
[160] rapidamente,otro
[160] otro,tema
[58] #libra,flexible
[58] flexible,adaptable
[58] adaptable,mismo

Top Word Pairs in Tweet in G6:
[28] facebook,s
[16] s,libra
[16] global,currency
[14] buried,facebook
[14] libra,white
[14] white,paper
[13] depth,buried
[13] paper,two
[13] two,sentences
[13] sentences,hinting

Top Word Pairs in Tweet in G7:
[41] é,quem
[39] #libra,inteligente
[39] inteligente,é
[39] quem,sabe
[39] sabe,hora
[39] hora,parar
[39] parar,dar
[39] dar,corda
[39] corda,algo
[39] algo,não

Top Word Pairs in Tweet in G8:
[77] libra,aquarius
[73] aquarius,gemini
[73] gemini,really
[73] really,b
[73] b,thinking
[73] thinking,go
[73] go,quiet
[39] gemini,aquarius
[37] one,aries
[37] aries,sagittarius

Top Word Pairs in Tweet in G9:
[64] blockchain,scalability
[56] thread,research
[56] research,co
[56] co,founder
[56] join,facebook
[56] scalability,startup
[56] people,asking
[56] asking,view
[56] here's,thread
[55] founder,chainspace

Top Word Pairs in Tweet in G10:
[97] signs,daily
[97] daily,thoughts
[97] thoughts,aries
[97] aries,move
[97] move,taurus
[97] taurus,gemini
[97] gemini,lol
[97] lol,re
[97] re,wrong
[97] wrong,cancer

Top Replied-To
Top Replied-To in Entire Graph:
@libra_97w
@shootinstar_129
@vladzamfir
@ameensol
@ka_libra
@fuckastros
@evabeylin
@xapo
@brandnewa_lee
@alexintosh

Top Replied-To in G1:

Top Replied-To in G2:
@mysticxlipstick

Top Replied-To in G3:
@vladzamfir
@ameensol
@evabeylin
@xapo
@alexintosh
@whitebit6
@betashop
@afdudley0
@andrej_muzevic
@steveforbesceo

Top Replied-To in G4:
@astrodazueira

Top Replied-To in G5:
@libra_hn

Top Replied-To in G6:
@facebook
@mayazi
@coindesk
@villamiljairo
@libra_
@thomsonreuters
@travelinganna
@anup_malani
@bensemchee
@mattmiller1973

Top Replied-To in G9:
@musalbas
@nic__carter
@nathanielpopper
@daveyalba
@blr13
@redletterdave
@jon_victor_

Top Replied-To in G10:
@solelunastro
@selangelic
@towertarot

Top Mentioned
Top Mentioned in Entire Graph:
@libra_
@facebook
@davidmarcus
@beller
@evabeylin
@wired
@abbey_titcomb
@entethalliance
@ercwl
@greg_ip

Top Mentioned in G1:
@kryptolinks_de
@coindnd
@sagittarianmind

Top Mentioned in G2:
@mysticxlipstick
@kortney_this
@tootieeefrootie

Top Mentioned in G3:
@libra_
@davidmarcus
@beller
@evabeylin
@abbey_titcomb
@entethalliance
@greg_ip
@ercwl
@katharinapistor
@benmezrich

Top Mentioned in G6:
@facebook
@ianallison123
@coindesk
@nytimes
@la__cuen
@libra_
@techcrunch
@netlytic
@hayderecho
@joshconstine

Top Mentioned in G7:
@aquilibra

Top Mentioned in G9:
@ddisparte
@ether0x
@musalbas
@facebook
@nathanielpopper
@chainspace_io
@ercwl
@palgravebiz
@libra_
@lawmaster

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@americanair
@neewsbot
@grandesmedios
@alerttrade
@marshawright
@extravzla
@lasillarota
@contrapuntovzla
@postematico

Top Tweeters in G1:
@neewsbot
@marshawright
@extravzla
@neoinformes
@debesleerlo
@hiperenlazados
@rotadatos
@efectocognitivo
@supertrinos
@vivacoid

Top Tweeters in G2:
@iamkevinterrell
@lifeaslala_
@troubledgirl_xo
@_miseducated
@iamkimmie25
@drunkenlocks
@itskatattack
@faitheroni_
@etat_de_spleen
@mysticxlipstick

Top Tweeters in G3:
@la_patilla
@alerttrade
@contrapuntovzla
@bitcoinagile
@tradnews_
@raumunz
@fintechna
@mcdonalds
@pizzahut
@taturon

Top Tweeters in G4:
@_mafaldacosta
@anacatarinaruiv
@rrafaella_
@oioqcrl
@ohptfode_te
@fcmaceioteamals
@pocaspedro
@inscarreira1
@ccsshf
@crisrosa1304

Top Tweeters in G5:
@camilamxh
@nicoleenatera
@ixnn
@mooiiis2
@sofiarga29
@yuliquinteros
@camilaaa_21
@angelgerar93
@geraldvillarrl_
@aldipascuttini

Top Tweeters in G6:
@americanair
@lasillarota
@businessinsider
@business
@economictimes
@nytimes
@telegraph
@lajornadaonline
@scmpnews
@techcrunch

Top Tweeters in G7:
@iamlebarone
@debs_aloha
@gliimam
@martinimutton
@aquilibra
@brunotozzi21
@crf_marih
@isa_hermes71
@inesslima17
@anna_mmarquess

Top Tweeters in G8:
@simonafrancine
@maizconcielo
@lilforestfae
@vanna_bs
@bi_deancas
@hstylessart
@ashleyxyzwtf
@hashbrownqueen
@danichicaaa
@__jasminealicia

Top Tweeters in G9:
@aluizcosta
@nytimesbusiness
@scanmyphotos
@syawal
@44cstark
@techmeme
@thetacit1101
@bubbelonia
@aainslie
@mikebaz

Top Tweeters in G10:
@mariahscarey_
@christinaeilane
@gemeauxstellium
@kvlagang
@ezhirri
@hollywooddlori
@holliepaige_
@moni_owns
@clerkamyle
@143supernatural