Surface Pro, Twitter, 1/11/2019 1:38:47 PM, 181548


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Surface Pro_2019-01-11_05-01-50.xlsx
Surface Pro_2019-01-11_05-01-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2019
Short Description:
Surface Pro via NodeXL http://bit.ly/2D3zb8Z
@surface
@youtube
@foxmental_x
@verge
@tomwarren
@microsoft
@linustech
@andrelabbe
@hoyty
@chipsios

Top hashtags:
#surface
#microsoft
#surfacepro6
#ヨドバシクリスマス2018
#ヨドバシプレゼント企画
#ces2019
#surfacepro
#c95
#iphone
#ipad

Description:
Description
The graph represents a network of 4,858 Twitter users whose tweets in the requested range contained "Surface Pro", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 11 January 2019 at 13:04 UTC.

The requested start date was Friday, 11 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 27-day, 0-hour, 36-minute period from Friday, 14 December 2018 at 11:04 UTC to Thursday, 10 January 2019 at 11:41 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 : 4858
Unique Edges : 4397
Edges With Duplicates : 1389
Total Edges : 5786
Number of Edge Types : 3
Mentions : 2326
Tweet : 2708
Replies to : 752
Self-Loops : 2708
Reciprocated Vertex Pair Ratio : 0.0146853146853147
Reciprocated Edge Ratio : 0.0289455547898001
Connected Components : 2274
Single-Vertex Connected Components : 1613
Maximum Vertices in a Connected Component : 1152
Maximum Edges in a Connected Component : 1580
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.464475
Graph Density : 0.000122990564309698
Modularity : 0.615885
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[178] http://youtu.be/olef-6d1bu0?a
[131] https://twitter.com/i/moments/1050061849650032641
[42] https://youtu.be/olef-6d1bu0
[40] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[30] https://www.amazon.com/Microsoft-Surface-Intel-Core-128GB/dp/B07HZPCWD8/ref=as_li_ss_tl?s=pc&ie=UTF8&qid=1546090601&sr=1-8&linkCode=sl1&tag=hunter79-20&linkId=72c22b31274ffa0ebf62790a85721d15
[27] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019
[27] 6
[23] https://japanese.engadget.com/2018/12/27/ipad-pro-surface-go-2018/
[19] Pro
[19] https://www.amazon.com/Microsoft-Surface-Intel-Core-256GB/dp/B071SF41Y9/ref=as_li_ss_tl?s=pc&ie=UTF8&qid=1546093207&sr=1-45&linkCode=sl1&tag=hunter79-20&linkId=4f0adbe9fa408305e8c9407f73a55e5b

Top URLs in Tweet in G1:
[30] https://www.amazon.com/Microsoft-Surface-Intel-Core-128GB/dp/B07HZPCWD8/ref=as_li_ss_tl?s=pc&ie=UTF8&qid=1546090601&sr=1-8&linkCode=sl1&tag=hunter79-20&linkId=72c22b31274ffa0ebf62790a85721d15
[20] https://japanese.engadget.com/2018/12/27/ipad-pro-surface-go-2018/
[19] https://www.amazon.com/Microsoft-Surface-Intel-Core-256GB/dp/B071SF41Y9/ref=as_li_ss_tl?s=pc&ie=UTF8&qid=1546093207&sr=1-45&linkCode=sl1&tag=hunter79-20&linkId=4f0adbe9fa408305e8c9407f73a55e5b
[16] http://bit.ly/2LT4nub
[16] http://item.rakuten.co.jp/hachihachimobile/041014244411/
[15] http://mymono.info/wp/2017/06/27/surface%e7%94%a8-%e3%83%89%e3%83%83%e3%82%ad%e3%83%b3%e3%82%b0%e3%82%b9%e3%83%86%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3-surface3pro3pro4pro-2017/
[11] http://kizitora.jp/archives/23857905.html
[11] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019
[10] https://hellified.airtime.pro
[9] http://www.amazon.co.jp/gp/product/B079VVPN46?ie=UTF8&camp=1207&creative=8411&creativeASIN=B079VVPN46&linkCode=shr&tag=raytaso-22

Top URLs in Tweet in G2:
[130] https://twitter.com/i/moments/1050061849650032641
[3] https://twitter.com/i/moments/1074859235882586112
[3] https://news.microsoft.com/europe/2018/10/16/microsoft-surface-pro-6-review-round-up-heres-what-the-experts-are-saying/
[2] https://twitter.com/microsoftindia/status/1074545270816468993
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/GS2ho6
[1] https://mashable.com/review/microsoft-surface-pro-6/#D4QaxK8JmPq6
[1] http://msft.social/vvM1lh
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/gDA6Qe
[1] http://msft.social/paaN0Z
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/Y3IkBb

Top URLs in Tweet in G3:
[175] http://youtu.be/olef-6d1bu0?a
[14] http://youtu.be/14IMlnlpkwg?a
[7] https://youtu.be/olef-6d1bu0
[6] https://www.youtube.com/watch?v=iBHUIR7PtWk&feature=youtu.be&a

[6] https://www.youtube.com/watch?v=XmQ-yhCO3XE&feature=youtu.be

[4] http://youtu.be/-r00MEqiJAs?a
[4] https://www.youtube.com/watch?v=iIxjIBoFu_I&feature=youtu.be&a

[3] https://www.youtube.com/watch?v=Z1RpJMVPXLE&feature=youtu.be&a

[3] https://www.youtube.com/watch?v=uhfk4Krt9OM&feature=youtu.be&a

[3] https://www.youtube.com/watch?v=I7cnNYL72J4&feature=youtu.be&a


Top URLs in Tweet in G4:
[5] https://www.swcomms.co.uk/blog/article/surface-book-2-v-macbook-pro
[4] https://www.windowscentral.com/should-you-buy-surface-pen-surface-pro-6?utm_source=wc_tw&utm_medium=tw_card&utm_content=60992&utm_campaign=social
[2] https://amzn.to/2FcvqAc
[2] https://www.windowscentral.com/thrifter-deal-upgrade-your-laptop-128gb-microsoft-surface-pro-599?utm_source=wc_tw&utm_medium=tw_card&utm_content=61054&utm_campaign=social
[2] https://www.amazon.com/Microsoft-Surface-Intel-Core-128GB/dp/B0728HL65D/ref=as_li_ss_tl?s=electronics&ie=UTF8&qid=1513766402&sr=1-28-spons&keywords=dell+laptop&psc=1&linkCode=sl1&tag=bestoffer023-20&linkId=fec91b61e9ac04968a601e998155c61f
[2] https://www.pc-canada.com/p/go/go.asp?OBY=2&SearchString=microsoft+surface+pro&ATTID=1100,1620798&utm_source=PCC-Homepage&utm_medium=Web&utm_campaign=PCC-MSSurfaceProJune2018-Web
[2] https://www.mobileworxs.com/product/microsoft-surface-pro-rugged-case/
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/yWnEKH
[1] https://www.youtube.com/watch?v=CJ_3YiWZCdU

[1] https://www.windowscentral.com/surface-pro-6-vs-ipad-pro?utm_source=wc_tw&utm_medium=tw_card&utm_content=60959&utm_campaign=social

Top URLs in Tweet in G5:
[12] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019
[3] https://mspoweruser.com/microsoft-confirmed-to-replace-out-of-warranty-surface-pro-4-with-touch-screen-issues/
[2] https://mspoweruser.com/surface-laptop-2-surface-pro-6-and-surface-studio-2-now-available-for-pre-order-in-italy/
[2] https://mspoweruser.com/deal-alert-save-up-to-330-on-the-surface-pro-6-type-cover-bundle/
[2] https://twitter.com/surface/status/1079452060662358019
[1] http://msft.social/nVpnjD
[1] https://www.theverge.com/2018/7/18/17586096/kensington-surface-pro-dock-surface-studio-features
[1] https://wallpaperhub.app/wallpapers?tags=surface
[1] https://www.theverge.com/2018/12/28/18156366/2018-tech-recap-microsoft-surface-laptop-pro-studio-xbox?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/moments/1050061849650032641

Top URLs in Tweet in G6:
[32] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[10] https://www.theverge.com/2018/12/28/18156366/2018-tech-recap-microsoft-surface-laptop-pro-studio-xbox?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[3] https://www.theverge.com/2018/12/18/18146395/j-go-surface-connect-usbc-charging-surface-pro-laptop-cable-battery-microsoft?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[3] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019
[2] http://bit.ly/2CUvW3I
[2] https://www.theverge.com/2018/12/19/18145438/surface-go-lte-tablet-review-windows-specs-price-features
[2] https://www.theverge.com/2018/12/28/18156366/2018-tech-recap-microsoft-surface-laptop-pro-studio-xbox?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.theverge.com/2018/12/28/18156366/2018-tech-recap-microsoft-surface-laptop-pro-studio-xbox
[2] http://bit.ly/2Aq1oF5

Top URLs in Tweet in G8:
[1] https://twitter.com/imaginefx/status/1082740016265265152

Top URLs in Tweet in G9:
[31] https://youtu.be/olef-6d1bu0
[7] https://itunes.apple.com/us/podcast/tailosive-tech/id1318111081
[3] https://www.theverge.com/circuitbreaker/2019/1/7/18168263/asus-rog-mothership-surface-pro-gaming-laptop-zephyrus-s-gx701-ces-2019?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] http://dlvr.it/Qw7JqN
[1] https://soundcloud.com/user-tailosivecast

Top URLs in Tweet in G10:
[2] https://www.instagram.com/p/BsGHHEeBOC2/
[1] https://youtu.be/olef-6d1bu0
[1] https://www.youtube.com/watch?v=S9OWw2bR9qQ&feature=youtu.be&a

[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/RPL9qL
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/SAWz0T
[1] https://www.instagram.com/p/BsGHHEeBOC2/?utm_source=ig_twitter_share&igshid=ulpf23j08qjp
[1] https://sites.ziftsolutions.com/dell.ziftsolutions.com/ff808181633daa080163449acdca1c30?cid=8a99833a679b3dde0167a1e6f93d7aed&url=https%3A%2F%2Fwww.business-standard.com%2Farticle%2Ftechnology%2Fdell-latitude-5290-2-in-1-review-a-solid-rival-to-microsoft-surface-pro-118120300476_1.html
[1] https://www.uk.shi.com/CustomerServices/SHIMarketing.aspx?ContentID=95324
[1] https://twitter.com/Windows/status/1073341012884500480

Top Domains
Top Domains in Tweet in Entire Graph:
[250] youtu.be
[189] twitter.com
[141] youtube.com
[138] theverge.com
[103] co.jp
[89] bit.ly
[82] ebay.com
[71] amazon.com
[68] gkoo.co
[47] kizitora.jp

Top Domains in Tweet in G1:
[77] bit.ly
[76] ebay.com
[68] gkoo.co
[64] amazon.com
[56] co.jp
[47] kizitora.jp
[44] theverge.com
[32] lnkd.in
[29] gleam.io
[26] reddit.com

Top Domains in Tweet in G2:
[135] twitter.com
[4] microsoft.com
[3] po.st
[3] instagram.com
[2] msft.social
[1] mashable.com
[1] lnkd.in
[1] dlvr.it

Top Domains in Tweet in G3:
[205] youtu.be
[106] youtube.com
[1] adapterone.com
[1] theverge.com
[1] bit.ly

Top Domains in Tweet in G4:
[8] windowscentral.com
[5] amazon.com
[5] co.uk
[4] youtube.com
[4] mobileworxs.com
[3] twitter.com
[3] pc-canada.com
[2] po.st
[2] amzn.to
[2] news18.com

Top Domains in Tweet in G5:
[14] theverge.com
[7] mspoweruser.com
[3] twitter.com
[1] msft.social
[1] wallpaperhub.app

Top Domains in Tweet in G6:
[56] theverge.com
[4] bit.ly
[2] com.sg
[1] reddit.com

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

Top Domains in Tweet in G9:
[31] youtu.be
[7] apple.com
[3] theverge.com
[1] dlvr.it
[1] soundcloud.com

Top Domains in Tweet in G10:
[3] instagram.com
[2] po.st
[1] youtu.be
[1] youtube.com
[1] ziftsolutions.com
[1] shi.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] surface
[83] microsoft
[70] surfacepro6
[68] ヨドバシクリスマス2018
[68] ヨドバシプレゼント企画
[42] ces2019
[41] surfacepro
[29] c95
[29] iphone
[21] ipad



Top Hashtags in Tweet in G1:
[50] microsoft
[45] surface
[24] surfacepro6
[22] surfacepro
[10] surfacelaptop2
[8] tech
[7] amazon
[7] surfacestudio2
[7] art
[7] ces2019

Top Hashtags in Tweet in G2:
[30] surfacepro6
[9] surfacefam
[2] ad
[2] microsoft
[1] giftidea
[1] microsofteuholidays
[1] welchwarriors4life
[1] photography
[1] editing
[1] happynewyear

Top Hashtags in Tweet in G3:
[1] amanz
[1] microsoft
[1] surfacepro
[1] surfacego

Top Hashtags in Tweet in G4:
[9] surfacepro6
[9] surface
[5] surfacepro
[3] macbook
[3] canada
[3] rugged
[2] surfacelaptop2
[2] sale
[2] microsoft
[2] office365

Top Hashtags in Tweet in G5:
[1] surfacepro6

Top Hashtags in Tweet in G6:
[32] ces2019
[2] microsoft
[2] technology
[1] ipad
[1] surface
[1] innovation

Top Hashtags in Tweet in G7:
[68] ヨドバシクリスマス2018
[68] ヨドバシプレゼント企画

Top Hashtags in Tweet in G9:
[3] ces2019

Top Hashtags in Tweet in G10:
[2] worldclasssupport
[2] innovativesolutions
[2] windowsuglysweater
[1] surface
[1] pixelslate
[1] microsoft
[1] surfacestudio2
[1] microsoftsurfacebook2
[1] stickers
[1] windowsinsiders

Top Words
Top Words in Tweet in Entire Graph:
[2675] Words in Sentiment List#1: Positive
[903] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[96929] Non-categorized Words
[100507] Total Words
[5513] surface
[4720] pro
[2396] ã
[1347] microsoft
[1194] 6

Top Words in Tweet in G1:
[2244] surface
[2014] pro
[1756] ã
[833] microsoft
[492] 6
[405] 2
[295] laptop
[294] ãƒ
[272] 3
[253] core

Top Words in Tweet in G2:
[706] surface
[399] pro
[294] work
[275] 6
[153] wherever
[135] done
[119] new
[74] making
[52] field
[50] shop

Top Words in Tweet in G3:
[338] surface
[329] pro
[307] youtube
[238] video
[205] gamers
[184] liked
[184] hardcore
[53] 6
[51] ð
[42] microsoft

Top Words in Tweet in G4:
[157] surface
[130] pro
[75] microsoft
[31] 6
[25] new
[21] 2
[18] apple
[17] microsofthelps
[16] laptop
[14] 4

Top Words in Tweet in G5:
[199] surface
[117] pro
[88] tomwarren
[76] 2
[75] new
[74] microsoft
[68] 2019
[68] predictions
[68] spring
[68] event

Top Words in Tweet in G6:
[100] surface
[84] verge
[78] pro
[38] rog
[38] mothership
[37] asus
[36] 17
[36] inch
[36] 10
[36] pound

Top Words in Tweet in G7:
[104] pro
[87] surface
[85] yodobashi_x
[68] クリスマスプレゼント企画
[68] 仕事に
[68] 遊びに
[68] あらゆるシーンで大活躍
[68] 大人気
[68] シリーズに新色ブラックが登場
[68] ヨドバシクリスマス2018

Top Words in Tweet in G8:
[79] wacom
[79] ipad
[79] pro
[78] â
[78] 530
[78] affordable
[78] young
[78] designers
[78] students
[78] hobbyists

Top Words in Tweet in G9:
[53] pro
[52] surface
[35] gamers
[32] linustech
[31] new
[31] video
[31] hardcore
[8] ipad
[7] week
[7] drew

Top Words in Tweet in G10:
[47] surface
[38] pro
[18] windows
[8] new
[8] microsoft
[7] 2
[7] ipad
[6] 4
[6] razer
[5] lenovo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3736] surface,pro
[1214] ã,ã
[1107] pro,6
[852] microsoft,surface
[710] à,à
[371] ipad,pro
[286] pro,4
[243] new,surface
[227] rog,mothership
[223] pro,hardcore

Top Word Pairs in Tweet in G1:
[1594] surface,pro
[918] ã,ã
[566] microsoft,surface
[440] pro,6
[190] intel,core
[141] pro,4
[141] laptop,2
[140] rog,mothership
[138] core,i5
[133] ã,ãƒ

Top Word Pairs in Tweet in G2:
[366] surface,pro
[274] pro,6
[153] wherever,work
[148] surface,surface
[131] work,done
[130] 6,work
[130] done,wherever
[107] new,surface
[34] m,making
[34] making,plays

Top Word Pairs in Tweet in G3:
[311] surface,pro
[184] liked,youtube
[183] youtube,video
[183] pro,hardcore
[183] hardcore,gamers
[152] video,surface
[53] pro,6
[49] video,youtube
[40] added,video
[40] youtube,playlist

Top Word Pairs in Tweet in G4:
[105] surface,pro
[27] pro,6
[27] microsoft,surface
[12] ipad,pro
[11] pro,4
[8] surface,book
[8] new,surface
[6] ã,ã
[5] new,surfacepro6
[5] surface,pen

Top Word Pairs in Tweet in G5:
[111] surface,pro
[69] new,surface
[68] microsoft,2019
[68] 2019,predictions
[68] spring,event
[68] event,hololens
[68] hololens,2
[68] 2,more
[68] more,surface
[68] pro,usb

Top Word Pairs in Tweet in G6:
[64] surface,pro
[38] rog,mothership
[36] asus,rog
[36] mothership,17
[36] 17,inch
[36] inch,10
[36] 10,pound
[36] pound,surface
[36] pro,gamers
[32] gamers,ces2019

Top Word Pairs in Tweet in G7:
[86] surface,pro
[68] クリスマスプレゼント企画,仕事に
[68] 仕事に,遊びに
[68] 遊びに,あらゆるシーンで大活躍
[68] あらゆるシーンで大活躍,大人気
[68] 大人気,surface
[68] pro,シリーズに新色ブラックが登場
[68] シリーズに新色ブラックが登場,ヨドバシクリスマス2018
[68] ヨドバシクリスマス2018,ヨドバシプレゼント企画
[67] yodobashi_x,クリスマスプレゼント企画

Top Word Pairs in Tweet in G8:
[79] ipad,pro
[78] â,530
[78] 530,affordable
[78] affordable,young
[78] young,designers
[78] designers,students
[78] students,hobbyists
[78] hobbyists,wacom
[78] wacom,pull
[78] pull,head

Top Word Pairs in Tweet in G9:
[43] surface,pro
[31] new,video
[31] video,surface
[31] pro,hardcore
[31] hardcore,gamers
[30] linustech,new
[8] ipad,pro
[7] week,drew
[7] drew,randy
[7] randy,nic

Top Word Pairs in Tweet in G10:
[31] surface,pro
[6] pro,4
[4] surface,book
[4] pro,6
[4] windows,surface
[3] microsoft,surface
[3] pro,2
[3] best,investment
[3] investment,2018
[3] 2018,autonomousdotai

Top Replied-To
Top Replied-To in Entire Graph:
@surface
@microsofthelps
@microsoft
@constantcontact
@tomwarren
@chrisrgun
@windows
@microsoftstore
@geekyranjit
@hughjeffreys

Top Replied-To in G1:

Top Replied-To in G2:
@surface
@wudgiefudgie
@sekajiku
@graffitirecon
@raulguarini
@rheadadoo
@sightkeeper
@phathom
@anabiell
@markoprljic

Top Replied-To in G3:
@xplacebo

Top Replied-To in G4:
@microsofthelps
@microsoft
@windowscentral
@hughjeffreys
@apple
@tim_cook
@jaxson
@surface
@onmsft
@conradirobin

Top Replied-To in G5:
@tomwarren
@dov_el
@angelberryangel
@playstationbrah
@smokeymud
@tltd_adam
@xboxqwik

Top Replied-To in G6:
@surface
@hughjeffreys
@pentar0o
@geeksempire
@verge
@oringordon

Top Replied-To in G7:
@yodobashi_x

Top Replied-To in G8:

Top Replied-To in G9:
@mkbhd
@linustech
@madblacktwlnk
@caseyneistat

Top Replied-To in G10:
@windows
@windowsinsider
@lenovo
@nvidiageforce
@bobcesca_go
@eren5_
@thepinamang
@microsoftuk
@donasarkar
@realtimelesst

Top Mentioned
Top Mentioned in Entire Graph:
@surface
@youtube
@tomwarren
@yodobashi_x
@verge
@dommifox
@microsoft
@minggao26
@mikegriff33
@rak98

Top Mentioned in G1:
@amruthasuri
@shoparoundearth

Top Mentioned in G2:
@surface
@mikegriff33
@rak98
@markoprljic
@toonboom
@verge
@absoliutely
@rstudio
@matlab
@mseurope

Top Mentioned in G3:
@youtube
@spanishdudetaco

Top Mentioned in G4:
@microsoft
@surface
@amazon
@panos_panay
@windowscentral
@microsofthelps
@apple
@daniel_rubino
@quilavatech
@hughjeffreys

Top Mentioned in G5:
@tomwarren
@mspoweruser
@michaelgillett
@windowsitalia
@jaydubcity16
@surface
@verge
@playstation
@playstationuk
@playstationeu

Top Mentioned in G6:
@verge
@surface
@gartenberg
@tomwarren
@microsoft
@mspartner
@backlon
@buyerscaptain
@technofails
@ldgmusicpromo_

Top Mentioned in G7:
@yodobashi_x

Top Mentioned in G8:
@dommifox

Top Mentioned in G9:
@linustech
@tailosivecast
@verge
@mkbhd
@wccftechdotcom
@unboxtherapy
@ferry_preston
@mehnameisfrog
@aeonsuper
@theonlyluk3

Top Mentioned in G10:
@windows
@surface
@madebygoogle
@razer
@autonomousdotai
@lenovo
@microsoftuk
@youtube
@asus
@windowsinsider

Top Tweeters
Top Tweeters in Entire Graph:
@kakusan_rt
@thaitvnews
@yuki_nagase
@psswstyles
@amatimesale
@federicoalves
@bdnews24
@myalliesnews
@kachete
@jbkavungal

Top Tweeters in G1:
@kakusan_rt
@thaitvnews
@yuki_nagase
@psswstyles
@amatimesale
@bdnews24
@myalliesnews
@kachete
@jbkavungal
@feedjunkie

Top Tweeters in G2:
@chrisgb00
@textiff
@salomnm
@amuraovonn
@sba1211
@mrityun02359258
@carolynbarrett4
@nblmusicsalerno
@22c0in
@odev110

Top Tweeters in G3:
@simbata3
@vipmediaevent
@jomirife
@aloofclouds
@thanik
@gigg44
@mainiac1820
@mrcak40
@luisvipblackjac
@adityaprasetyo_

Top Tweeters in G4:
@cnnnews18
@microsofthelps
@staples
@akwyz
@fortunemagazine
@nfl
@holgermu
@_j0hnj0hn
@slickdeals
@barnacules

Top Tweeters in G5:
@supazeez
@beastfiretimdog
@cross_j
@robotbrush
@echenze
@innerfury4k
@jaydubcity16
@nick88msn
@molavefinds
@dov_el

Top Tweeters in G6:
@thegrandvezir
@legendofrick
@puguhindra
@verge
@ejattebabom
@hayor45cepeda
@lindhartsen
@leothelion96
@djjonnim
@ashot_

Top Tweeters in G7:
@genkonphon
@55sabachan
@aicm2
@kiki1001jp
@yoshiteru11600
@ppcat1982
@loxoprofen_
@kamodakyogoro04
@cdg1102911029
@projimsao

Top Tweeters in G8:
@obivibritannia
@zoeritto
@tumiwiththewave
@narcxssus
@tabootycall
@_shoto
@theshadoowplay
@mioais
@heyitsmira
@potatopotatoest

Top Tweeters in G9:
@chuckbaggett
@darthcvrdo
@laminxlvii
@nithincn
@lordrizal
@vishal8211
@bastientech
@computertechie7
@realryanrblx
@wccftechdotcom

Top Tweeters in G10:
@windows
@alexander_r
@foxmental_x
@google
@madebygoogle
@walterbiscardi
@bobcesca_go
@lenovo
@dell
@msonenote