macbook pro, Twitter, 6/15/2019 4:59:45 AM, 200041


FAQ | Problem?

macbook pro_2019-06-14_21-37-04.xlsx
macbook pro_2019-06-14_21-37-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 15, 2019
Short Description:
macbook pro via NodeXL http://bit.ly/2XKC7it
@cyberdyne___jp
@mio_teya
@amuro_xem
@apple_gift_
@fehikaru
@tobezo_s
@apple
@3b4f2ae0b80d
@kanadea106
@pana_junk_pc

Top hashtags:
#apple
#プレゼント企画
#macbook
#macbookpro
#プレゼント企画実施中
#ipad
#amazon
#tech
#shopping
#flexgate

Description:
Description
The graph represents a network of 5,130 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, 15 June 2019 at 04:39 UTC.

The requested start date was Saturday, 15 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 2-day, 16-hour, 19-minute period from Tuesday, 11 June 2019 at 17:36 UTC to Friday, 14 June 2019 at 09:56 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 : 5130
Unique Edges : 4762
Edges With Duplicates : 958
Total Edges : 5720
Number of Edge Types : 3
Tweet : 2332
Mentions : 2647
Replies to : 741
Self-Loops : 2332
Reciprocated Vertex Pair Ratio : 0.0105721393034826
Reciprocated Edge Ratio : 0.0209230769230769
Connected Components : 2258
Single-Vertex Connected Components : 1566
Maximum Vertices in a Connected Component : 589
Maximum Edges in a Connected Component : 626
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.849637
Graph Density : 0.000123518866271634
Modularity : 0.692452
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[92] https://9to5mac.com/2019/06/11/macbook-pro-problem/
[30] https://omicrono.elespanol.com/2019/06/pantalla-del-macbook-pro-no-se-enciende/
[27] https://japanese.engadget.com/2019/06/13/16-macbook-pro-eec-7/
[27] https://appleinsider.com/articles/19/06/13/seven-new-macbook-macbook-pro-models-on-the-way
[27] https://www.businessinsider.com/apple-macbook-pro-repairs-touch-bar-2019-6
[27] https://www.theregister.co.uk/2019/06/11/apple_macbook_pro_screen_fault/
[22] https://9to5mac.com/2019/06/13/upcoming-macbook-models/
[21] https://9to5mac.com/2019/06/11/macbook-pro-problem/amp/
[17] https://www.presse-citron.net/apple-depense-10-000-dollars-reparer-macbook-pro-pour-rien/
[16] https://japanese.engadget.com/2019/06/12/gf055-macbook-pro-ac-dockcase-adapter-type-c-usb-qc3-0-h/

Top URLs in Tweet in G1:
[55] https://9to5mac.com/2019/06/11/macbook-pro-problem/
[24] https://www.businessinsider.com/apple-macbook-pro-repairs-touch-bar-2019-6
[21] https://omicrono.elespanol.com/2019/06/pantalla-del-macbook-pro-no-se-enciende/
[18] https://9to5mac.com/2019/06/11/macbook-pro-problem/amp/
[17] https://www.presse-citron.net/apple-depense-10-000-dollars-reparer-macbook-pro-pour-rien/
[15] https://www.theregister.co.uk/2019/06/11/apple_macbook_pro_screen_fault/
[11] https://japanese.engadget.com/2019/06/13/16-macbook-pro-eec-7/
[9] https://japanese.engadget.com/2019/06/12/gf055-macbook-pro-ac-dockcase-adapter-type-c-usb-qc3-0-h/
[9] https://appleinsider.com/articles/19/06/13/seven-new-macbook-macbook-pro-models-on-the-way
[8] https://fstoppers.com/deals/take-900-brand-new-2018-apple-macbook-pro-381092?utm_source=FS_RSS&utm_medium=RSS&utm_campaign=Main_RSS

Top URLs in Tweet in G2:
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b325e203f674d204f327750583e4d207759&location_id=4670113292651845826&signature=64be867e92ea7f82f2033dc1afe8f3e4c31eb9b3a96b9873f64124e33b440e33

Top URLs in Tweet in G6:
[4] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=3309375033
[4] https://www.youtube.com/watch?v=iLALpD004Gk&feature=youtu.be

[3] https://9to5mac.com/2019/06/11/macbook-pro-problem/
[2] https://www.youtube.com/watch?v=6iuzG5ZXRus&feature=youtu.be

[2] https://www.youtube.com/watch?v=0tRIUidaSGA&feature=youtu.be

[2] https://www.youtube.com/watch?v=u43ud04lmvs&feature=youtu.be

[2] https://www.youtube.com/watch?v=TIyfi9X3ayM&feature=youtu.be

[2] http://www.iphonehacks.com/2019/06/macbook-pro-weird-problem.html?utm_content=buffer4d71c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.iphonehacks.com/2019/06/apple-fixed-thermal-throttling-issues-2019-macbook-pro.html?utm_content=bufferfcec5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.apple.com/

Top URLs in Tweet in G7:
[23] https://9to5mac.com/2019/06/11/macbook-pro-problem/
[15] https://appleinsider.com/articles/19/06/13/seven-new-macbook-macbook-pro-models-on-the-way
[15] https://9to5mac.com/2019/06/13/upcoming-macbook-models/
[12] https://9to5mac.com/2019/06/12/2018-macbook-pro-deals-retina-4k-imac-more/
[11] https://9to5toys.com/2019/06/12/apple-macbook-pro-woot-refurb/
[7] https://www.macrumors.com/2019/06/12/deals-spotlight-2019-macbook-pro/
[4] https://www.cultofmac.com/629206/apple-deals-june-2019/#liveblog-entry-287788
[3] https://www.cultofmac.com/629206/apple-deals-june-2019/#liveblog-entry-287796
[3] https://appleinsider.com/articles/19/06/13/seven-new-macbook-macbook-pro-models-on-the-way?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cultofmac.com/629206/apple-deals-june-2019/?utm_campaign=daily-deals&utm_medium=twitter&utm_source=twitter

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=mS5h0Oh7MZ8&feature=youtu.be

[2] https://www.apple.com/ca/macbook-pro/
[1] https://www.youtube.com/watch?v=bBMt2EfZ7sU&feature=youtu.be

[1] https://forums.macrumors.com/threads/2017-macbook-pro-13-non-tb-review.2056971/
[1] https://twitter.com/b3ll/status/1138616813447553025
[1] https://www.apple.com/mac-pro/specs/

Top Domains
Top Domains in Tweet in Entire Graph:
[168] 9to5mac.com
[64] apple.com
[64] twitter.com
[52] gleam.io
[50] co.uk
[49] businessinsider.com
[49] engadget.com
[48] youtube.com
[46] ebay.com
[34] macrumors.com

Top Domains in Tweet in G1:
[95] 9to5mac.com
[46] gleam.io
[43] apple.com
[42] businessinsider.com
[34] ebay.com
[31] twitter.com
[29] co.uk
[26] engadget.com
[23] co.jp
[23] instagram.com

Top Domains in Tweet in G2:
[1] ne.jp

Top Domains in Tweet in G6:
[18] youtube.com
[6] iphonehacks.com
[5] 9to5mac.com
[4] twitter.com
[4] apple.com
[2] businessinsider.com
[1] amazon.com
[1] macrumors.com
[1] byrdnick.com
[1] idownloadblog.com

Top Domains in Tweet in G7:
[52] 9to5mac.com
[18] appleinsider.com
[11] 9to5toys.com
[9] cultofmac.com
[7] macrumors.com
[1] iphoneaddict.fr
[1] macg.co

Top Domains in Tweet in G9:
[3] youtube.com
[3] apple.com
[1] macrumors.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[191] apple
[139] プレゼント企画
[109] macbook
[94] macbookpro
[74] プレゼント企画実施中
[21] ipad
[20] amazon
[16] tech
[16] shopping
[13] flexgate



Top Hashtags in Tweet in G1:
[98] apple
[69] macbook
[46] macbookpro
[17] amazon
[16] shopping
[11] tech
[10] peing
[10] 質問箱
[10] macbookair
[9] mac

Top Hashtags in Tweet in G3:
[1] macpro
[1] ipados

Top Hashtags in Tweet in G6:
[16] apple
[12] flexgate
[10] macbookpro
[4] macbook
[2] computer
[2] macpro
[2] tech
[2] ipadpro
[1] onassignment
[1] technology

Top Hashtags in Tweet in G7:
[15] apple
[15] macbookpro
[13] macbook
[1] notsogeniusbar
[1] uxdesign
[1] uidesign
[1] tech
[1] applestore
[1] hardware
[1] repairs

Top Hashtags in Tweet in G8:
[1] プレゼント企画

Top Hashtags in Tweet in G9:
[1] macbookpro2019
[1] macbookpro

Top Hashtags in Tweet in G10:
[73] プレゼント企画
[73] プレゼント企画実施中

Top Words
Top Words in Tweet in Entire Graph:
[1684] Words in Sentiment List#1: Positive
[1213] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[88628] Non-categorized Words
[91525] Total Words
[4558] macbook
[4181] pro
[1136] apple
[708] 13
[579] 1

Top Words in Tweet in G1:
[1663] macbook
[1523] pro
[453] apple
[252] 13
[215] 2
[199] 10
[179] 000
[157] new
[149] 15
[129] core

Top Words in Tweet in G2:
[268] macbook
[266] pro
[261] 13
[261] retinaのコーティング剥がれ品を入手
[261] 全部剥ごうと思って調べてみるとリステリンで剥がせるとか冗談みたいな事が書いてあった
[261] ちょうど家にあったので試してみると本当に全部剥がせた
[260] pana_junk_pc
[260] しかも30分かか
[4] '゚
[2] kaixniko

Top Words in Tweet in G3:
[199] 懸賞
[199] プレゼントキャンペーン
[199] apple
[199] macbook
[199] pro
[199] imac
[199] retina
[199] 15inch
[199] が抽選で4名様に当たる
[199] 応募方法

Top Words in Tweet in G4:
[213] macbook
[212] pro
[175] fazedirects
[157] giveaway
[126] post
[113] iphone
[113] xs
[98] shipping
[90] join
[86] big

Top Words in Tweet in G5:
[167] f35は1機およそ110億円で
[167] 147機も買う計画なのだ
[167] イージス
[167] アショアや早期警戒機のぶんも入れると
[167] 安倍政権の米国産兵器の爆買い総額は約7兆1480億円に達するのだ
[167] どうしても仕事で必要ならまだしも
[166] amuro_xem
[166] 家計がやばいときに160万円の最新型mac

Top Words in Tweet in G6:
[151] macbook
[150] pro
[126] apple
[38] applesupport
[31] s
[20] 15
[18] issue
[17] youtube
[16] #apple
[15] 13

Top Words in Tweet in G7:
[102] macbook
[90] pro
[43] 9to5mac
[39] 1
[35] seven
[34] apple
[31] more
[28] deals
[26] benlovejoy
[24] genius

Top Words in Tweet in G8:
[124] macbook
[60] プレゼント企画です
[60] 最新apple
[60] proを1名様に
[60] 応募はフォロー
[60] このツィートのrtで承ります
[60] リプライで当選率up
[60] 期限は今月末まで
[60] 該当者様にdmで獲得方法をご連絡します
[54] 3b4f2ae0b80d

Top Words in Tweet in G9:
[114] pro
[101] macbook
[55] marcoarment
[50] apple
[50] t
[48] current
[44] people
[44] big
[43] don
[43] speak

Top Words in Tweet in G10:
[148] 1
[77] macbook
[76] pro
[74] mio_teya
[73] プレゼント企画します
[73] amazonギフト券1万円
[73] 6月14日に締切
[73] 1000rt行かなかったら中止で次に持ち越し
[73] 応募方法はフォローとrtですぅ
[73] #プレゼント企画

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3591] macbook,pro
[446] pro,13
[384] apple,macbook
[296] 10,000
[263] 13,retinaのコーティング剥がれ品を入手
[263] retinaのコーティング剥がれ品を入手,全部剥ごうと思って調べてみるとリステリンで剥がせるとか冗談みたいな事が書いてあった
[263] 全部剥ごうと思って調べてみるとリステリンで剥がせるとか冗談みたいな事が書いてあった,ちょうど家にあったので試してみると本当に全部剥がせた
[262] pana_junk_pc,macbook
[262] ちょうど家にあったので試してみると本当に全部剥がせた,しかも30分かか
[213] pro,imac

Top Word Pairs in Tweet in G1:
[1239] macbook,pro
[163] 10,000
[123] apple,macbook
[82] pro,13
[77] macbook,air
[76] touch,bar
[70] new,macbook
[69] 13,inch
[62] usb,c
[55] inch,macbook

Top Word Pairs in Tweet in G2:
[265] macbook,pro
[261] pro,13
[261] 13,retinaのコーティング剥がれ品を入手
[261] retinaのコーティング剥がれ品を入手,全部剥ごうと思って調べてみるとリステリンで剥がせるとか冗談みたいな事が書いてあった
[261] 全部剥ごうと思って調べてみるとリステリンで剥がせるとか冗談みたいな事が書いてあった,ちょうど家にあったので試してみると本当に全部剥がせた
[260] pana_junk_pc,macbook
[260] ちょうど家にあったので試してみると本当に全部剥がせた,しかも30分かか
[2] '゚,'゚
[2] pro,2016
[2] 2016,touch

Top Word Pairs in Tweet in G3:
[199] 懸賞,プレゼントキャンペーン
[199] プレゼントキャンペーン,apple
[199] apple,macbook
[199] macbook,pro
[199] pro,imac
[199] imac,retina
[199] retina,15inch
[199] 15inch,が抽選で4名様に当たる
[199] が抽選で4名様に当たる,応募方法
[199] 応募方法,1

Top Word Pairs in Tweet in G4:
[209] macbook,pro
[113] iphone,xs
[86] big,macbook
[86] pro,giveaway
[86] giveaway,worldwide
[86] worldwide,shipping
[86] shipping,join
[86] join,post
[86] post,following
[86] following,fazedirects

Top Word Pairs in Tweet in G5:
[167] f35は1機およそ110億円で,147機も買う計画なのだ
[167] 147機も買う計画なのだ,イージス
[167] イージス,アショアや早期警戒機のぶんも入れると
[167] アショアや早期警戒機のぶんも入れると,安倍政権の米国産兵器の爆買い総額は約7兆1480億円に達するのだ
[167] 安倍政権の米国産兵器の爆買い総額は約7兆1480億円に達するのだ,どうしても仕事で必要ならまだしも
[166] amuro_xem,f35は1機およそ110億円で
[166] どうしても仕事で必要ならまだしも,家計がやばいときに160万円の最新型mac

Top Word Pairs in Tweet in G6:
[135] macbook,pro
[17] apple,macbook
[8] pro,15
[8] ipad,pro
[8] 15,inch
[7] pro,13
[7] applesupport,apple
[6] pro,s
[6] pro,2017
[6] #apple,#macbookpro

Top Word Pairs in Tweet in G7:
[70] macbook,pro
[24] pro,problem
[23] 10,000
[23] 000,later
[23] later,apple
[23] apple,store
[23] store,genius
[23] genius,diagnoses
[23] diagnoses,0
[23] 0,macbook

Top Word Pairs in Tweet in G8:
[60] プレゼント企画です,最新apple
[60] 最新apple,macbook
[60] macbook,proを1名様に
[60] proを1名様に,応募はフォロー
[60] 応募はフォロー,このツィートのrtで承ります
[60] このツィートのrtで承ります,リプライで当選率up
[60] リプライで当選率up,期限は今月末まで
[60] 期限は今月末まで,該当者様にdmで獲得方法をご連絡します
[54] 3b4f2ae0b80d,プレゼント企画です
[48] macbook,pro

Top Word Pairs in Tweet in G9:
[93] macbook,pro
[44] current,macbook
[43] apple,people
[43] people,don
[43] don,t
[43] t,speak
[43] speak,overtly
[43] overtly,future
[43] future,products
[43] products,sometimes

Top Word Pairs in Tweet in G10:
[76] macbook,pro
[73] プレゼント企画します,macbook
[73] pro,1
[73] 1,amazonギフト券1万円
[73] amazonギフト券1万円,1
[73] 1,6月14日に締切
[73] 6月14日に締切,1000rt行かなかったら中止で次に持ち越し
[73] 1000rt行かなかったら中止で次に持ち越し,応募方法はフォローとrtですぅ
[73] 応募方法はフォローとrtですぅ,#プレゼント企画
[73] #プレゼント企画,#プレゼント企画実施中

Top Replied-To
Top Replied-To in Entire Graph:
@mkbhd
@apple
@applesupport
@marcoarment
@askmenfess
@luide
@marialeoficial
@sazzy
@crtr0
@deniselemonaki

Top Replied-To in G2:
@kaixniko

Top Replied-To in G4:
@prime_giveaway

Top Replied-To in G6:
@apple
@applesupport
@tim_cook
@macstoremx
@juradonyc
@gruni
@lunawire
@hennyomega
@craigmills1
@shivani_gotadki

Top Replied-To in G7:
@unboxtherapy
@benlovejoy
@macrumors
@gggiuliano
@ambiguousocial
@appleinsider
@m_daniszolnoki
@9to5mac
@tweetn2you

Top Replied-To in G8:
@redvelv72719197

Top Replied-To in G9:
@marcoarment
@zoneoftech
@reneritchie
@mehnitesh2
@redhotnerd
@dailytekk
@don_newmeyer
@karlconrad
@nixflixx_
@_davenott

Top Replied-To in G10:
@mio_teya

Top Mentioned
Top Mentioned in Entire Graph:
@pana_junk_pc
@cyberdyne___jp
@amuro_xem
@fazedirects
@merchgiveways
@apple
@mio_teya
@apple_gift_
@3b4f2ae0b80d
@marcoarment

Top Mentioned in G1:
@iphonefirmware
@hothardware
@mayurinponta
@vintastic1120
@infjphd

Top Mentioned in G2:
@pana_junk_pc

Top Mentioned in G3:
@cyberdyne___jp

Top Mentioned in G4:
@fazedirects
@merchgiveways
@cobrasgiveaway
@prime_giveaway
@zenithgaws
@giveawayslap
@zeusgiveaways
@giveawayaxis
@iphonezonee

Top Mentioned in G5:
@amuro_xem
@cyberdyne___jp

Top Mentioned in G6:
@apple
@applesupport
@youtube
@aapltrdng
@tim_cook
@itunes
@iphonehackx
@vintasupplyco
@google
@macstoremx

Top Mentioned in G7:
@9to5mac
@benlovejoy
@trevorjd14
@appleinsider
@michaelpotuck
@9to5toys
@mbrsrd
@cultofmac
@macrumors
@iphone_news

Top Mentioned in G8:
@3b4f2ae0b80d
@applepre111
@utyuiine
@redvelv72719197
@apple_gift_

Top Mentioned in G9:
@marcoarment
@karlconrad
@reneritchie
@arnaudducouret
@mxjrdn
@b3ll
@powergpucom
@apple
@n0rm
@edzitron

Top Mentioned in G10:
@mio_teya
@cyberdyne___jp
@music_aporonia

Top Tweeters
Top Tweeters in Entire Graph:
@item_search
@virginmedia
@vzwsupport
@harleypartsman7
@sectest9
@askmenfess
@spotifycares
@applesupport
@cybertoolsbooks
@akemoi

Top Tweeters in G1:
@item_search
@harleypartsman7
@akemoi
@infoitscienza
@marciojmsilva
@techl0g
@chrisifg
@drbicentenario
@razzletazzlemag
@sandyalz

Top Tweeters in G2:
@zawatch
@tabrin
@somnium
@kind_dark
@unos
@alphamrmf10
@sekimiya
@y_chu5
@yuki76y
@bigbook

Top Tweeters in G3:
@nobita_kun21
@mario13906
@airchariot
@ara5hiroc8hana
@akiko4146
@hazel_nuts0120
@asyubel
@sthm109
@mamijiro91017
@kamomethree

Top Tweeters in G4:
@genuine4u2see
@reynold_expand
@elsarinamei
@alialcantara19
@joonr
@laurensiatataa
@scoupsjpg
@thebzszz
@nikkiielaaaax
@princeton1997

Top Tweeters in G5:
@seanb_beta
@ifmari
@yasu750
@milliandao
@aloe__________
@cucumbernan
@miihaaruuu
@da_byou
@nona0207
@masayoshi1221i

Top Tweeters in G6:
@vzwsupport
@applesupport
@hennyomega
@ceektechnology
@ign
@google
@angiekay500
@iphonehackx
@thetechspace
@the3o5flyguy

Top Tweeters in G7:
@twood3
@anil7kishan
@chaeac95
@mogeladze1
@9to5toys
@computertechie7
@erwyzz
@iphone_news
@cultofmac
@jmblazquezh

Top Tweeters in G8:
@okada19870918
@reeeeeesama
@zenkakuhankaku1
@maromaro705
@kintoki0822
@kazuki12292
@tatuuo777
@tantatan258
@kotaro11mikami
@yuuharu06250209

Top Tweeters in G9:
@sahilk
@rstevens
@siuying
@henrytcasey
@zaheenhafzer
@winkellycharles
@the_edmgamer
@jcenters
@freerunnering
@ecr80

Top Tweeters in G10:
@mi_yu_0718
@iadcuapj4qkwk2i
@amazonhoshimon
@lwthhhdfddh80sg
@fuuka_kana_
@kensho_dai_suki
@bviq2zu4xmyat7e
@rin_love0715
@music_aporonia
@noringokouyaaka