macbook pro, Twitter, 6/8/2019 5:13:54 AM, 199446


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macbook pro_2019-06-07_21-37-04.xlsx
macbook pro_2019-06-07_21-37-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2019
Short Description:
macbook pro via NodeXL http://bit.ly/2QVdFbO
@cyberdyne___jp
@conanobrien
@apple
@applepre111
@applesupport
@stroughtonsmith
@crusis58
@3b4f2ae0b80d
@cherpake
@apple_gift_

Top hashtags:
#macbookpro
#apple
#macbook
#deals
#promocode
#wwdc19
#プレゼント企画

Description:
Description
The graph represents a network of 5,535 Twitter users whose tweets in the requested range contained "macbook pro", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 08 June 2019 at 04:42 UTC.

The requested start date was Saturday, 08 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 1-day, 21-hour, 48-minute period from Tuesday, 04 June 2019 at 12:06 UTC to Thursday, 06 June 2019 at 09:55 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 : 5535
Unique Edges : 5059
Edges With Duplicates : 829
Total Edges : 5888
Number of Edge Types : 3
Tweet : 2032
Replies to : 963
Mentions : 2893
Self-Loops : 2032
Reciprocated Vertex Pair Ratio : 0.011707051456575
Reciprocated Edge Ratio : 0.0231431646932185
Connected Components : 2202
Single-Vertex Connected Components : 1348
Maximum Vertices in a Connected Component : 645
Maximum Edges in a Connected Component : 733
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.297394
Graph Density : 0.000121316235448826
Modularity : 0.732276
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[75] https://appleinsider.com/articles/19/05/31/the-best-macbook-pro-deals-are-here-save-more-with-promo-code
[24] https://www.youtube.com/watch?v=N2mSpGn2tGE

[18] https://japanese.engadget.com/2019/06/04/ipad-pro-macbook-bluetooth-brydge-pro/
[17] https://youtu.be/MbLHanC1tJg
[16] https://youtu.be/uhCUA5XBo6k
[13] http://www.lappylist.com/laptops/best-programming-laptops/
[11] http://blog.kushii.net/archives/2106445.html
[11] http://www.cricketcontests.com/
[10] http://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338537623&customid=&mpre=http://www.ebay.com/itm/Apple-MacBook-Pro-A1502-MGX72LL-A-i5-4278U-2-60GHZ-8GB-256GB-SSD-13-5824-/202693730527
[10] http://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338537623&customid=&mpre=http://www.ebay.com/itm/Apple-Macbook-Pro-Retina-13-3-Core-i7-3-1GHZ-16GB-Ram-512GB-SSD-2015-MF843LL-A-/254249972998

Top URLs in Tweet in G1:
[15] https://japanese.engadget.com/2019/06/04/ipad-pro-macbook-bluetooth-brydge-pro/
[11] http://blog.kushii.net/archives/2106445.html
[10] http://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338537623&customid=&mpre=http://www.ebay.com/itm/Apple-Macbook-Pro-Retina-13-3-Core-i7-3-1GHZ-16GB-Ram-512GB-SSD-2015-MF843LL-A-/254249972998
[10] http://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338537623&customid=&mpre=http://www.ebay.com/itm/Apple-MacBook-Pro-A1502-MGX72LL-A-i5-4278U-2-60GHZ-8GB-256GB-SSD-13-5824-/202693730527
[7] https://chollistas.com/oferta-portatil-xiaomi-mi-notebook-pro/
[6] http://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=2&toolid=10039&campid=5337997875&item=183681545286&vectorid=229466&lgeo=1
[6] https://ame.mixh.jp/wp/?p=144
[5] https://hisacco.com/?p=18635
[5] https://hisacco.com/?p=18624
[5] https://hisacco.com/?p=18628

Top URLs in Tweet in G4:
[1] https://contenido.com.mx/2019/06/usuario-capta-en-video-como-su-macbook-pro-exploto/
[1] https://apple.news/AArWItxyEQV69ZpHtfnRm9Q
[1] https://twitter.com/Aidan_T_Lynch/status/1135942850812813312
[1] https://www.google.co.uk/amp/s/www.macrumors.com/2019/05/21/apple-backlight-service-program-macbook-pro/amp/
[1] http://www.mecawolf.com
[1] https://www.clubic.com/amp/858891-samsung-2-concurrents-macbook-pro-13-15-pouces.html
[1] https://twitter.com/apple/status/1135621987651399681
[1] https://twitter.com/united/status/1136000452489895937
[1] https://www.swarmapp.com/c/f8tAYdEH96r
[1] https://twitter.com/keyboardbelle/status/1133391604818030592

Top URLs in Tweet in G5:
[5] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=3309375033
[3] https://www.apple.com/support/13-inch-macbook-pro-display-backlight-service/
[2] https://www.macrumors.com/2019/05/30/smoking-macbook-pro-white-panda-video/
[1] https://appleinsider.com/articles/19/06/05/how-to-use-your-ipad-as-a-display-in-macos-catalina-with-sidecar
[1] https://apple.co/2GHaFga
[1] https://twitter.com/macguitar/status/1135658143520841729
[1] https://twitter.com/stroughtonsmith/status/1136413491462594560
[1] https://www.digitaltrends.com/computing/macbook-pro-13-inch-non-touch-bar-vs-macbook-air-13-inch/
[1] https://www.digitaltrends.com/computing/macbook-pro-13-inch-non-touch-bar-vs-macbook-air-13-inch/?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it
[1] https://www.macrumors.com/2018/12/19/ipad-pro-2017-home-button-bright-spot/

Top URLs in Tweet in G8:
[75] https://appleinsider.com/articles/19/05/31/the-best-macbook-pro-deals-are-here-save-more-with-promo-code
[2] https://gleam.io/IeVuH-vNLKTAbVqu?l=https%3A%2F%2Fwww.idropnews.com%2Fgiveaways%2Fmacbook-pro-giveaway%2F45774%2F

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[126] macbookpro
[109] apple
[80] macbook
[77] deals
[75] promocode
[37] wwdc19
[34] プレゼント企画
[24] draugen
[13] 副業
[12] ビットコイン



Top Hashtags in Tweet in G1:
[74] apple
[66] macbook
[32] macbookpro
[10] tech
[10] amazon
[8] wwdc19
[7] peing
[7] 質問箱
[6] ipad
[6] samsung

Top Hashtags in Tweet in G2:
[1] macpro
[1] ipados
[1] macbook
[1] 懸賞
[1] プレゼント
[1] 荒釞衜動

Top Hashtags in Tweet in G4:
[6] macbookpro
[4] apple
[3] wwdc19
[3] appleevent
[2] studiobook
[1] ipados
[1] arreglatelas
[1] video
[1] techyciencia
[1] catalina

Top Hashtags in Tweet in G5:
[8] wwdc19
[6] includethestand
[2] flexgate
[2] wwdc2019
[1] india
[1] macbookpro
[1] macpro2019
[1] ios13beta
[1] askstacktrace

Top Hashtags in Tweet in G6:
[13] 副業
[12] ビットコイン
[12] 仮想通貨
[12] 暕資
[11] リップル
[11] 丞沢翼

Top Hashtags in Tweet in G8:
[75] macbookpro
[75] deals
[75] promocode
[1] win

Top Hashtags in Tweet in G9:
[1] apple
[1] appleinflation
[1] applewwdc
[1] applestand

Top Words
Top Words in Tweet in Entire Graph:
[1848] Words in Sentiment List#1: Positive
[1026] Words in Sentiment List#2: Negative
[18] Words in Sentiment List#3: Angry/Violent
[183469] Non-categorized Words
[186349] Total Words
[35584] ã
[11081] ãƒ
[5315] macbook
[4744] pro
[4314] å

Top Words in Tweet in G1:
[13781] ã
[2391] ãƒ
[1571] macbook
[1270] pro
[1242] å
[972] æ
[689] è
[633] ªã
[611] ä
[601] ç

Top Words in Tweet in G2:
[7209] ã
[4496] ãƒ
[1349] ðÿ
[1347] å
[1344] æ
[900] ï
[898] トã
[895] ό
[451] é
[451] ç

Top Words in Tweet in G3:
[720] macbook
[720] pro
[367] conanobrien
[354] kids
[352] air
[352] ipad
[351] see
[351] doing
[350] new
[3] pã

Top Words in Tweet in G4:
[145] pro
[132] macbook
[118] apple
[50] iâ
[32] more
[31] ðÿ
[31] out
[30] davidfarrier
[28] usb
[28] ve

Top Words in Tweet in G5:
[195] pro
[142] macbook
[93] mac
[68] ã
[63] newer
[46] stroughtonsmith
[42] imac
[42] mini
[39] 2015
[38] late

Top Words in Tweet in G6:
[2621] ã
[2200] ãƒ
[509] æ
[419] ç
[391] å
[298] ðÿž
[272] â
[214] ό
[209] macbook
[200] トä

Top Words in Tweet in G7:
[2253] ã
[188] è
[114] å
[111] ç
[102] ä
[102] šã
[102] æ
[101] akajamtan
[92] macbook
[88] proä

Top Words in Tweet in G8:
[76] appleinsider
[76] here
[75] best
[75] #macbookpro
[75] #deals
[75] save
[75] more
[75] exclusive
[75] #promocode
[5] macbook

Top Words in Tweet in G9:
[116] macbook
[59] apple
[59] 1000
[58] things
[58] charge
[58] over
[58] time
[58] 2007
[58] pro
[58] 2010

Top Words in Tweet in G10:
[2] omisido
[2] davidiwanow
[2] gincollette
[2] dergal
[2] dawnieando
[2] judithlewis
[2] craigrrayner
[2] kelvinnewman
[2] pjeedai
[2] alexmoss

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16680] ã,ã
[3864] ãƒ,ãƒ
[3676] ã,ãƒ
[3667] macbook,pro
[3164] ãƒ,ã
[1565] æ,ã
[1296] å,œå
[1286] ã,å
[1240] å,ã
[1136] à,à

Top Word Pairs in Tweet in G1:
[7255] ã,ã
[1009] macbook,pro
[971] ãƒ,ãƒ
[866] ãƒ,ã
[778] ã,ãƒ
[486] ã,ªã
[448] ªã,ã
[441] æ,ã
[404] å,ã
[396] ã,ÿã

Top Word Pairs in Tweet in G2:
[1814] ã,ã
[1355] ã,ãƒ
[1348] ãƒ,ãƒ
[902] ãƒ,ã
[898] ãƒ,トã
[894] トã,ãƒ
[894] å,œå
[449] å,ã
[449] ðÿ,å
[449] ç,ã

Top Word Pairs in Tweet in G3:
[368] macbook,pro
[352] macbook,air
[351] pro,macbook
[351] air,ipad
[351] ipad,pro
[350] new,macbook
[350] pro,see
[350] see,kids
[350] kids,doing
[349] conanobrien,new

Top Word Pairs in Tweet in G4:
[115] macbook,pro
[25] iâ,ve
[24] more,macbook
[24] last,year
[23] ve,never
[23] never,hated
[23] hated,technology
[23] technology,purchase
[23] purchase,more
[23] pro,last

Top Word Pairs in Tweet in G5:
[120] macbook,pro
[48] mac,pro
[44] ã,ã
[38] mac,mini
[32] pro,2016
[32] 2016,newer
[31] pro,2019
[30] sidecar,supports
[30] supports,imac
[30] imac,27

Top Word Pairs in Tweet in G6:
[1007] ã,ã
[862] ãƒ,ãƒ
[726] ãƒ,ã
[695] ã,ãƒ
[290] ðÿž,ãƒ
[262] ã,â
[225] æ,ã
[214] å,œå
[200] ãƒ,トä
[200] トä,ç

Top Word Pairs in Tweet in G7:
[1733] ã,ã
[188] è,ã
[102] šã,ã
[102] æ,ã
[101] ã,šã
[101] ã,æ
[90] ã,macbook
[88] macbook,proä
[88] ã,œã
[87] akajamtan,ä

Top Word Pairs in Tweet in G8:
[75] best,#macbookpro
[75] #macbookpro,#deals
[75] #deals,here
[75] here,save
[75] save,more
[75] more,exclusive
[75] exclusive,#promocode
[74] appleinsider,best
[3] macbook,pro

Top Word Pairs in Tweet in G9:
[58] things,apple
[58] apple,charge
[58] charge,1000
[58] 1000,over
[58] over,time
[58] time,2007
[58] 2007,macbook
[58] macbook,pro
[58] pro,2010
[58] 2010,macbook

Top Word Pairs in Tweet in G10:
[2] omisido,davidiwanow
[2] davidiwanow,gincollette
[2] gincollette,dergal
[2] dergal,dawnieando
[2] dawnieando,judithlewis
[2] judithlewis,craigrrayner
[2] craigrrayner,kelvinnewman
[2] kelvinnewman,pjeedai
[2] pjeedai,alexmoss
[2] alexmoss,hellemans

Top Replied-To
Top Replied-To in Entire Graph:
@conanobrien
@apple
@tim_cook
@applesupport
@moondye7
@stroughtonsmith
@mkbhd
@davidfarrier
@flargh
@ejothedev

Top Replied-To in G1:

Top Replied-To in G2:
@st62_rhcp

Top Replied-To in G3:
@conanobrien
@bighurt360

Top Replied-To in G4:
@apple
@davidfarrier
@9to5mac
@lifelike__
@brettbabin
@thebourgeoispnk
@mikelunv
@davelavery
@javajoint
@lovintheflu

Top Replied-To in G5:
@tim_cook
@stroughtonsmith
@applesupport
@hughjeffreys
@the_macbook_man
@linustech
@yoshisaur9
@cherpake
@bartreardon
@maciek_wulf

Top Replied-To in G6:
@3b4f2ae0b80d

Top Replied-To in G7:
@akajamtan

Top Replied-To in G8:
@appleinsider

Top Replied-To in G10:
@adamsapic
@nickwilsdon

Top Mentioned
Top Mentioned in Entire Graph:
@cyberdyne___jp
@conanobrien
@applepre111
@akajamtan
@apple
@sen_sen_sen_sen
@appleinsider
@hal9000_
@3b4f2ae0b80d
@stroughtonsmith

Top Mentioned in G1:
@razak35
@tgh_23
@mayurinponta
@laptopmag
@aqua__0oo
@lenapaul6478

Top Mentioned in G2:
@cyberdyne___jp
@president____k

Top Mentioned in G3:
@conanobrien
@davidlh9708
@osol

Top Mentioned in G4:
@apple
@davidfarrier
@chzgrater
@9to5mac
@adobe
@chancehmiller
@whitepanda
@techcrunch
@windows
@google

Top Mentioned in G5:
@stroughtonsmith
@applesupport
@apple
@_inside
@tim_cook
@dosdude1
@cnnbusiness
@sachasayan
@iskandarbwefar

Top Mentioned in G6:
@applepre111
@3b4f2ae0b80d
@a56988724
@ko30167378
@cyberdyne___jp
@followme_speed
@tchmpuyny6uslmk
@n7xqavc1tajyxqc
@f078c560d467

Top Mentioned in G7:
@akajamtan
@sen_sen_sen_sen
@chagenabe

Top Mentioned in G8:
@appleinsider

Top Mentioned in G9:
@hal9000_

Top Mentioned in G10:
@omisido
@davidiwanow
@gincollette
@dergal
@dawnieando
@judithlewis
@craigrrayner
@kelvinnewman
@pjeedai
@alexmoss

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@askmenfess
@kompascom
@cyberdomain
@united
@eaglestarnet
@applesupport
@cybertoolsbooks
@tosuzaku102
@infoitscienza

Top Tweeters in G1:
@cyberdomain
@eaglestarnet
@cybertoolsbooks
@infoitscienza
@fntna
@chrisifg
@marciojmsilva
@ricardowec
@sandyalz
@mr_konn

Top Tweeters in G2:
@chiyobou36
@maskedok
@sutadako_2
@kokoannomoto
@okada19870918
@kitosatoshi
@dokesudezumi
@hrtuj2563
@digdag090
@catcatcat090

Top Tweeters in G3:
@mystery_girl14
@ami_tvdfan
@raisinaseries
@krispenita7
@glenda_cooper
@lunamoth
@guanyinmiao
@__carolinecc
@drichards_photo
@tonysaavedra

Top Tweeters in G4:
@windows
@techcrunch
@google
@rcontenido
@ozaed
@alisterrobbie
@kebo_slice
@vmaun
@kerihenare
@9to5mac

Top Tweeters in G5:
@applesupport
@morid1n
@cnnbusiness
@office
@stroughtonsmith
@digitaltrends
@bwjones
@chungf
@freerunnering
@privacymatters

Top Tweeters in G6:
@pq_rukun
@followme_speed
@reeeeeesama
@0000_3455
@subook_aro
@unomailsho
@teresiaterumin
@maromaro705
@yuihiran
@buchitaro1028

Top Tweeters in G7:
@iona_nemui
@chagenabe
@akajamtan
@sen_sen_sen_sen
@shimizuukiyo
@sktndao___yk125
@im8petyuu
@puchi_eve_sen_
@_riecyamu_
@tksenrkjel

Top Tweeters in G8:
@rusthawk
@tmariehorn
@nikkizerbini
@nickieisis3
@kouponkat
@michellecallie
@thejaseyang
@mintab
@tonyaatki
@annes13a

Top Tweeters in G9:
@newtonmark
@ufomedia
@bison_42
@_pronto_
@dave_1307
@daverooneyca
@supersat
@siliconchef
@_juhan
@geek_mitch

Top Tweeters in G10:
@davidiwanow
@aleyda
@rustybrick
@danbarker
@thehodge
@montsecano
@judithlewis
@kelvinnewman
@dawnieando
@dergal


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