macbook pro, Twitter, 3/16/2019 4:46:41 AM, 190561


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macbook pro_2019-03-15_21-26-36.xlsx
macbook pro_2019-03-15_21-26-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2019
Short Description:
macbook pro via NodeXL http://bit.ly/2TKNYzv
@urbanlepharaon
@mkbhd
@apple
@ripamdrtp
@macrumors
@osxalmur
@twood3
@ojunwon
@applesupport
@9to5mac

Top hashtags:
#apple
#macbook
#macbookpro
#smartnews
#deals
#macbookair
#mac
#tech
#joursfnac
#macbookproretina

Description:
Description
The graph represents a network of 4,943 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, 16 March 2019 at 04:27 UTC.

The requested start date was Saturday, 16 March 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, 1-hour, 23-minute period from Wednesday, 13 March 2019 at 22:36 UTC to Friday, 15 March 2019 at 23:59 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 : 4943
Unique Edges : 4621
Edges With Duplicates : 761
Total Edges : 5382
Number of Edge Types : 3
Mentions : 3331
Tweet : 1628
Replies to : 423
Self-Loops : 1628
Reciprocated Vertex Pair Ratio : 0.00574555403556772
Reciprocated Edge Ratio : 0.0114254624591948
Connected Components : 1452
Single-Vertex Connected Components : 995
Maximum Vertices in a Connected Component : 1233
Maximum Edges in a Connected Component : 1332
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.491392
Graph Density : 0.000150481167216425
Modularity : 0.701456
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] https://www.macrumors.com/2019/03/14/refurbished-macbook-pro-radeon-pro-vega-graphics/
[39] https://akiba-pc.watch.impress.co.jp/docs/wakiba/find/1174520.html
[36] https://www.itmedia.co.jp/pcuser/articles/1903/14/news087.html
[27] https://www.macrumors.com/2019/03/14/deals-macbook-pro-best-buy/
[15] https://9to5toys.com/2019/03/14/best-buy-macbook-pro-offers/
[13] https://www.youtube.com/watch?v=jOHnoeOJrdQ&feature=youtu.be

[10] https://www.idropnews.com/giveaways/macbook-pro-giveaway/45774/
[10] https://infob1.ru/?utm_medium=affiliate&utm_source=vladzau
[10] https://www.cnet.com/news/the-macbook-pro-is-on-sale-today-for-999-at-best-buy/#ftag=CAD590a51e
[9] https://www.soydemac.com/los-macbook-pro-mas-potentes-ya-estan-disponibles-en-la-seccion-de-restaurados-en-eeuu/

Top URLs in Tweet in G1:
[1] https://twitter.com/ali_bkrs/status/1105877060071948289

Top URLs in Tweet in G2:
[21] https://www.macrumors.com/2019/03/14/refurbished-macbook-pro-radeon-pro-vega-graphics/
[18] https://akiba-pc.watch.impress.co.jp/docs/wakiba/find/1174520.html
[18] https://www.macrumors.com/2019/03/14/deals-macbook-pro-best-buy/
[10] https://www.youtube.com/watch?v=jOHnoeOJrdQ&feature=youtu.be

[10] https://infob1.ru/?utm_medium=affiliate&utm_source=vladzau
[9] https://www.itmedia.co.jp/pcuser/articles/1903/14/news087.html
[9] https://www.cnet.com/news/the-macbook-pro-is-on-sale-today-for-999-at-best-buy/#ftag=CAD590a51e
[9] https://indilens.com/520425-samsung-notebook-9-pro-review-solid-build-quality-with-a-sharp-display-but-it-has-a-macbook-pro-like-shallow-keyboard-and-fingerprint-scanner-is-inconsistent-dan-seifert-the-verge/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.digitaltrends.com/computing/macbook-pro-vs-surface-pro-6/
[6] https://www.soydemac.com/los-macbook-pro-mas-potentes-ya-estan-disponibles-en-la-seccion-de-restaurados-en-eeuu/

Top URLs in Tweet in G4:
[3] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=3309375033
[3] https://www.youtube.com/watch?v=jOHnoeOJrdQ&feature=youtu.be

[2] https://www.macrumors.com/guide/flexgate-macbook-pro-display-issue/
[1] https://support.apple.com/en-us/HT205662?cid=tw
[1] https://support.apple.com/en-us/HT201624?cid=tw_sr
[1] https://www.youtube.com/watch?v=6YgQaF7Ok88&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=FhWtJ2OwZ4A&feature=youtu.be

[1] https://twitter.com/mkbhd/status/1106234405066989568
[1] https://www.change.org/p/apple-fix-all-macbook-pro-2016-and-later-with-stage-light-effect-or-backlight-shutdown-flexgate?recruiter=317839647&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi.pacific_post_sap_share_gmail_abi.gmail_abi&recruited_by_id=016fa180-13f0-11e5-bd5c-61632254d854

Top URLs in Tweet in G6:
[1] https://www.instagram.com/p/Bu1VslJAQgb/?utm_source=ig_twitter_share&igshid=waoef207ipkf

Top URLs in Tweet in G7:
[16] https://www.macrumors.com/2019/03/14/refurbished-macbook-pro-radeon-pro-vega-graphics/
[8] https://www.macg.co/mac/2019/03/les-macbook-pro-15-avec-radeon-pro-vega-font-leur-apparition-sur-le-refurb-105550
[8] http://www.macotakara.jp/blog/sale/entry-37067.html?utm_source=dlvr.it&utm_medium=twitter
[7] https://gori.me/apple/apple-news/115177
[4] https://www.theapplepost.com/2019/03/14/apple-selling-refurbished-15-inch-macbook-pro-models-with-radeon-pro-vega-graphics/?utm_campaign=Twitter&utm_medium=twitter&utm_source=twitter
[4] https://www.macrumors.com/2019/03/14/refurbished-macbook-pro-radeon-pro-vega-graphics/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.mac4ever.com/article/short?id=141982
[3] http://www.blindiphone.pl/
[3] https://akiba-pc.watch.impress.co.jp/docs/wakiba/find/1174520.html
[2] https://www.macg.co/mac/2019/03/les-macbook-pro-15-avec-radeon-pro-vega-font-leur-apparition-sur-le-refurb-105550?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[114] macrumors.com
[100] co.jp
[81] gkoo.co
[60] gleam.io
[58] youtube.com
[44] ebay.com
[34] cnet.com
[31] twitter.com
[28] digitaltrends.com
[25] apple.com

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

Top Domains in Tweet in G2:
[56] macrumors.com
[55] gleam.io
[36] co.jp
[35] ebay.com
[25] youtube.com
[24] cnet.com
[22] digitaltrends.com
[21] sjv.io
[19] gkoo.co
[19] apple.com

Top Domains in Tweet in G4:
[8] youtube.com
[4] twitter.com
[2] apple.com
[2] macrumors.com
[2] change.org
[1] inspiredesign.me
[1] appleissues.net

Top Domains in Tweet in G6:
[1] instagram.com

Top Domains in Tweet in G7:
[62] gkoo.co
[22] macrumors.com
[11] gori.me
[10] macg.co
[8] macotakara.jp
[6] dubaigamers.com
[5] ultimatepocket.com
[4] theapplepost.com
[4] blindiphone.pl
[4] applenovinky.cz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] apple
[96] macbook
[51] macbookpro
[27] smartnews
[17] deals
[16] macbookair
[15] mac
[15] tech
[13] joursfnac
[12] macbookproretina



Top Hashtags in Tweet in G2:
[72] apple
[63] macbook
[30] macbookpro
[14] macbookair
[12] mac
[12] macbookproretina
[11] deals
[8] tech
[7] ipad
[7] amazon

Top Hashtags in Tweet in G4:
[3] mac
[3] apple
[3] flexgate
[2] appleevent
[1] ifeel80
[1] whatistechnology
[1] technology
[1] twitter
[1] macbook
[1] builttough

Top Hashtags in Tweet in G6:
[3] abujatwittercommunity
[3] abuja
[1] abujaapple

Top Hashtags in Tweet in G7:
[10] apple
[7] macbookpros
[4] obiwezyisyourguy
[2] applewarranty
[2] freshlikenew
[1] refurb
[1] hotdeal
[1] discountthursday
[1] laptop
[1] luvkyone

Top Hashtags in Tweet in G9:
[6] プレゼント
[6] 高校生
[6] 浪人
[6] 大学受験
[6] 就活
[6] プログラミング
[6] ネットワークビジネス
[1] パソコン
[1] macbookpro
[1] 副業

Top Hashtags in Tweet in G10:
[1] apple

Top Words
Top Words in Tweet in Entire Graph:
[1171] Words in Sentiment List#1: Positive
[917] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[105578] Non-categorized Words
[107668] Total Words
[3890] macbook
[3817] pro
[2508] les
[1262] avec
[1246] à

Top Words in Tweet in G1:
[2466] les
[1233] étudiants
[1233] droit
[1233] tu
[1233] vois
[1233] début
[1233] d
[1233] année
[1233] avec
[1233] packaging

Top Words in Tweet in G2:
[1175] macbook
[1175] pro
[353] apple
[242] 13
[183] 2
[156] 15
[151] inch
[110] best
[94] core
[93] buy

Top Words in Tweet in G3:
[834] mkbhd
[834] charger
[831] sony
[830] flying
[830] out
[830] cali
[830] soon
[830] tesla
[830] model
[830] event

Top Words in Tweet in G4:
[88] pro
[84] macbook
[50] apple
[29] applesupport
[13] tim_cook
[12] new
[10] help
[9] s
[9] please
[9] keyboard

Top Words in Tweet in G5:
[216] laptop
[72] stolen
[72] thieves
[72] broke
[72] car
[72] took
[72] bag
[72] personal
[72] photos
[72] hard

Top Words in Tweet in G6:
[122] very
[63] apple
[63] macbook
[63] pro
[63] 8gb
[63] clean
[63] charger
[62] abujagadget
[62] abuja
[59] retina

Top Words in Tweet in G7:
[299] pro
[204] macbook
[145] 15
[115] apple
[97] radeon
[88] vega
[67] i7
[62] 2
[59] inch
[57] 16gb

Top Words in Tweet in G8:
[59] macbook
[59] proのパソコンにカメラにipadに色々はいっても全部はいったよん
[58] 0220nicole

Top Words in Tweet in G9:
[75] macbook
[69] プレゼント企画です
[69] 最新apple
[69] proを1名様に
[69] 応募はフォロー
[69] このツィートのrtで承ります
[69] リプライで当選率up
[69] 期限は今月末まで
[69] 該当者様にdmで獲得方法をご連絡します
[36] 0f246b2f5c1a

Top Words in Tweet in G10:
[58] 懸賞
[58] プレゼントキャンペーン
[58] macbook
[58] pro
[58] imac
[58] retina
[58] が
[58] 抽選で4名様に当たる
[58] 応募方法
[58] 1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3289] macbook,pro
[1233] les,étudiants
[1233] étudiants,droit
[1233] droit,tu
[1233] tu,les
[1233] les,vois
[1233] vois,début
[1233] début,d
[1233] d,année
[1233] année,avec

Top Word Pairs in Tweet in G1:
[1233] les,étudiants
[1233] étudiants,droit
[1233] droit,tu
[1233] tu,les
[1233] les,vois
[1233] vois,début
[1233] début,d
[1233] d,année
[1233] année,avec
[1233] avec,packaging

Top Word Pairs in Tweet in G2:
[940] macbook,pro
[162] apple,macbook
[103] inch,macbook
[90] 13,inch
[66] pro,13
[66] best,buy
[61] 2017,macbook
[50] pro,retina
[48] 15,inch
[43] macbook,air

Top Word Pairs in Tweet in G3:
[830] flying,out
[830] out,cali
[830] cali,soon
[830] soon,tesla
[830] tesla,model
[830] model,event
[830] event,packed
[830] packed,1
[830] 1,charger
[830] charger,phone

Top Word Pairs in Tweet in G4:
[77] macbook,pro
[6] ipad,pro
[5] apple,macbook
[5] applesupport,macbook
[4] new,ipad
[4] pro,2016
[4] pro,retina
[4] mkbhd,apple
[4] want,gift
[3] pro,13

Top Word Pairs in Tweet in G5:
[72] laptop,stolen
[72] stolen,thieves
[72] thieves,broke
[72] broke,car
[72] car,took
[72] took,laptop
[72] laptop,bag
[72] bag,laptop
[72] laptop,personal
[72] personal,photos

Top Word Pairs in Tweet in G6:
[63] apple,macbook
[63] macbook,pro
[63] very,clean
[63] clean,charger
[61] abujagadget,apple
[59] pro,retina
[59] retina,display
[59] display,8gb
[59] 8gb,ram
[59] ram,128gb

Top Word Pairs in Tweet in G7:
[187] macbook,pro
[92] radeon,pro
[85] pro,vega
[61] apple,macbook
[49] pro,15
[47] 15,inch
[44] 15,4
[36] vega,graphics
[31] inch,macbook
[29] pro,models

Top Word Pairs in Tweet in G8:
[59] macbook,proのパソコンにカメラにipadに色々はいっても全部はいったよん
[58] 0220nicole,macbook

Top Word Pairs in Tweet in G9:
[69] プレゼント企画です,最新apple
[69] 最新apple,macbook
[69] macbook,proを1名様に
[69] proを1名様に,応募はフォロー
[69] 応募はフォロー,このツィートのrtで承ります
[69] このツィートのrtで承ります,リプライで当選率up
[69] リプライで当選率up,期限は今月末まで
[69] 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
[36] 0f246b2f5c1a,プレゼント企画です
[23] 3b4f2ae0b80d,プレゼント企画です

Top Word Pairs in Tweet in G10:
[58] 懸賞,プレゼントキャンペーン
[58] プレゼントキャンペーン,macbook
[58] macbook,pro
[58] pro,imac
[58] imac,retina
[58] retina,が
[58] が,抽選で4名様に当たる
[58] 抽選で4名様に当たる,応募方法
[58] 応募方法,1
[58] 1,本アカウントをフォロー

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@urbanlepharaon
@mkbhd
@tawanda_jc
@abujagadget
@0220nicole
@cyberdyne__lnc
@lalagoto0723
@0f246b2f5c1a
@apple
@wariman_

Top Mentioned in G1:
@urbanlepharaon

Top Mentioned in G2:
@digitaltrendses
@michael96425866
@oramboston
@adz_dawkins
@dougbrowndba
@mucci_t
@iphonefirmware

Top Mentioned in G3:
@mkbhd
@matterport

Top Mentioned in G4:
@apple
@applesupport
@tim_cook
@youtube
@lanadelrey
@maicmartinez
@el_pandita__
@pelisrl
@raulvega_71
@henrygcz

Top Mentioned in G5:
@tawanda_jc

Top Mentioned in G6:
@abujagadget
@imoleayomichael
@fortunate4tun
@influencerabuja
@abjghost
@iam_djleo

Top Mentioned in G7:
@amd
@appleinsider
@idanbo
@macgeneration
@theapplepost
@disstinto_
@luki373737
@obiwezy
@planetofgori
@sehdabi

Top Mentioned in G8:
@0220nicole

Top Mentioned in G9:
@0f246b2f5c1a
@3b4f2ae0b80d
@netbusiness_ceo
@cda1129c67af

Top Mentioned in G10:
@cyberdyne__lnc

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@robinsnewswire
@chris_1791
@askmenfess
@applesupport
@eaglestarnet
@cybertoolsbooks
@zyiteblog
@akemoi
@zyitegadgets

Top Tweeters in G1:
@tenshihiime
@ludio_mw
@ohgodric
@sunshiniaz
@mabanzaherve
@woopuppy__
@jsuisgrizi
@triseacht
@royaltyhz
@jakmilhdaone

Top Tweeters in G2:
@robinsnewswire
@eaglestarnet
@cybertoolsbooks
@brandbazzar
@dealnewsdeals
@gamergeeknews
@marciojmsilva
@crucial_tech
@9ijanews
@sandyalz

Top Tweeters in G3:
@luminaria98
@itz_guard
@azrinsunbae
@spazzle_
@shznsr
@auth_gen_person
@einstonerrr
@vicquelly
@a_ogega
@nwdemons

Top Tweeters in G4:
@applesupport
@almajefi
@bwjones
@future_techz_uk
@misterchambo
@1glassgod
@forealstevejobs
@barelysarcasm
@gaialive
@hp

Top Tweeters in G5:
@madube_
@jean__nyasha
@guard_jere
@jacarandachick
@kangurukenneth
@lizwec
@rutendocee
@gary_kai
@tino_54
@brezhmalaba

Top Tweeters in G6:
@el_deino
@nnayonce
@ramisco
@i_kankin
@papa_yo1
@wavykimball
@benedictq9
@supanaturalson
@kam_kolawole
@rhizkid_lee

Top Tweeters in G7:
@akemoi
@drbicentenario
@mabelinr1994
@cb0day
@fastnewstech
@cnbetanews
@planetofgori
@thedotsgroup
@psizan
@kenroafrocuban

Top Tweeters in G8:
@nao19613
@xjtwb7078
@ki254636
@jkkvw
@i1s2a3m4u
@ogawa71846
@mizukittylove22
@jdmbbdbosfnuvqa
@0220nicole
@aozoraneko_

Top Tweeters in G9:
@sushi_karubi
@akirajpjp
@ebiebinana7
@reeeeeesama
@ratt_1968
@ta4cuejka7jrkj1
@hide0491991
@sxxxxxxsp9vf3dj
@naho72lovex
@uw24jeamw1gmc6n

Top Tweeters in G10:
@arashikattun53
@s9e46i
@erieri1018
@ryucun
@meguchobi
@kurumi_na
@itaaachi4020
@mihoblunder
@jbcrystal05
@t20111228