#BMW, Twitter, 1/13/2019 11:53:19 AM, 181763


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#BMW_2019-01-13_03-12-01.xlsx
#BMW_2019-01-13_03-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2019
Short Description:
#BMW via NodeXL http://bit.ly/2TGe4Po
@bmw
@hmp944peters
@mahmad4457
@junjokerando
@stevespeedza
@bmw_sa
@surbhichandna
@bmwi
@ces
@bmwgroup

Top hashtags:
#bmw
#audi
#cars
#car
#x5
#mercedes
#porsche
#honda
#m3
#m8

Description:
Description
The graph represents a network of 2,618 Twitter users whose tweets in the requested range contained "#BMW", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 January 2019 at 11:12 UTC.

The requested start date was Sunday, 13 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 17-hour, 13-minute period from Sunday, 30 December 2018 at 05:32 UTC to Saturday, 12 January 2019 at 22:46 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 : 2618
Unique Edges : 2739
Edges With Duplicates : 1133
Total Edges : 3872
Number of Edge Types : 3
Mentions : 2259
Tweet : 1571
Replies to : 42
Self-Loops : 1571
Reciprocated Vertex Pair Ratio : 0.00848303393213573
Reciprocated Edge Ratio : 0.0168233547748639
Connected Components : 1091
Single-Vertex Connected Components : 811
Maximum Vertices in a Connected Component : 758
Maximum Edges in a Connected Component : 1502
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.332234
Graph Density : 0.000294980256319014
Modularity : 0.610087
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[43] http://www.molit.go.kr/USR/NEWS/m_72/dtl.jsp?lcmspage=1&id=95081773
[16] https://www.recambiosyaccesoriosbmw.com/
[15] https://www.bmw.com/en/bmw-models/bmw-8-series-coupe.html
[15] http://purebmw.co.uk/
[11] https://gallery.123telugu.com/content/slideshows/Actors/N/Naga-Chaitanya-at-a-BMW-store/imgpages/image000.html
[11] https://www.beepings.com/fr
[10] https://stevespeedza.blogspot.com/2018/12/bmw-south-africa-to-restore-first.html?spref=tw
[8] https://twitter.com/lexysavvides/status/1082712630660198400
[8] https://www.bhaskar.com/amp/bollywood/tv/news/ishqbaaaz-actress-surbhi-chandna-gift-himself-bmw-x1-6003721.html?__twitter_impression=true
[7] https://hypebeast.com/2019/1/bmw-designworks-the-north-face-futurelight-camper?utm_source=twitter&utm_medium=social&utm_campaign=twitter_post

Top URLs in Tweet in G1:
[16] https://www.recambiosyaccesoriosbmw.com/
[11] https://www.beepings.com/fr
[5] https://twitter.com/lexysavvides/status/1082712630660198400
[4] http://www.bikemoksha.in
[3] https://web.motormagazine.co.jp/_ct/17235260
[3] https://web.motormagazine.co.jp/_ct/17235250
[3] http://www.garagehk.com
[3] https://z3-roadster-forum.de/
[2] https://www.youtube.com/watch?v=OuJWcZvWIlg

[2] https://www.patiodemotos.com/ecuador/anuncio-codigo/11830

Top URLs in Tweet in G2:
[13] https://www.bmw.com/en/bmw-models/bmw-8-series-coupe.html
[5] http://b.mw/M140idisclaimer
[3] http://creative311.com/?p=53937
[2] https://redirect.bmw.com/8seriesconvertible?tl=soc-twit-sg14-pro-mn-g14s-post-g14smsoc-.-.-.
[2] https://twitter.com/LeeAbbamonte/status/1076116563697258497
[2] http://creative311.com/?p=53616
[1] http://b.mw/TheBMWVisioniNEXT_TW
[1] https://www.fastcompany.com/90291272/top-5-ads-of-the-week-hbo-hilariously-tweets-out-sopranos-nicknames
[1] https://www.instagram.com/bmwgenius.lb/p/BsZwc8cgPOT/?utm_source=ig_twitter_share&igshid=1ejyirznd8a00
[1] https://youtu.be/j0MVH45mR4o

Top URLs in Tweet in G3:
[13] http://purebmw.co.uk/
[10] https://stevespeedza.blogspot.com/2018/12/bmw-south-africa-to-restore-first.html?spref=tw
[3] https://stevespeedza.blogspot.com/
[2] https://www.bmwblog.com/2019/01/11/bmw-should-bring-back-a-naturally-aspirated-engine-one-last-time/
[2] http://bit.ly/2M2P0iV
[2] https://wood-steering-wheels.com/167-bmw-steering-wheel/
[2] https://twitter.com/soyoenrealida/status/1078319604538265600
[1] http://bit.ly/2SC7IjW
[1] http://bit.ly/2TGoE8X
[1] http://pasmag.com/features/vehicle-features/top-gun-catuned-bmw-2002

Top URLs in Tweet in G4:
[5] https://www.engadget.com/2019/01/07/bmw-inext-mixed-reality-concept/
[4] https://www.bmw.it/THE8
[3] https://www.bmw.ca/x5
[3] https://buff.ly/2Ris1qa
[2] http://bit.ly/2C3IS5p
[2] https://www.bmw.ca/3series
[2] https://www.bmw.com/en/bmw-models/bmw-8-series-coupe.html
[2] https://www.computerbase.de/2019-01/bmw-vision-inext-vr-probefahrt/
[2] http://press.bmwgroup.com/Onl9A
[1] http://www.bmw.ca/x7

Top URLs in Tweet in G5:
[8] https://www.bhaskar.com/amp/bollywood/tv/news/ishqbaaaz-actress-surbhi-chandna-gift-himself-bmw-x1-6003721.html?__twitter_impression=true
[1] http://www.tellychakkar.com/tv/tv-news/surbhi-chandana-flaunts-her-new-hot-wheels-190103
[1] https://www.instagram.com/p/BsKf8BlluHj/?utm_source=ig_twitter_share&igshid=3p156fqk5dfo
[1] https://twitter.com/SurbhiChandna/status/1080719152053141505

Top URLs in Tweet in G6:
[43] http://www.molit.go.kr/USR/NEWS/m_72/dtl.jsp?lcmspage=1&id=95081773
[6] http://bit.ly/2SNHzi8

Top URLs in Tweet in G7:
[2] https://shop.bmw.co.za/bmw-za/en_ZA/bmw-lifestyle/page1.html?bmw=soc:Twitter:Aftersales_and_Services:12Dec
[1] http://bit.ly/2UjL6Gf
[1] http://purebmw.co.uk/

Top URLs in Tweet in G8:
[7] https://style.nikkei.com/article/DGXMZO38023130R21C18A1000000?channel=DF050320183459
[1] https://s.nikkei.com/2CCFTT4

Top URLs in Tweet in G9:
[1] https://www.lemagsportauto.com/formule-e-eprix-de-marrakech-horaires-et-programme-tv/37346/

Top Domains
Top Domains in Tweet in Entire Graph:
[363] instagram.com
[81] rtautomotriz.com
[62] bit.ly
[53] facebook.com
[47] co.uk
[43] goo.gl
[43] go.kr
[35] twitter.com
[34] youtube.com
[30] recambiosyaccesoriosbmw.com

Top Domains in Tweet in G1:
[306] instagram.com
[41] facebook.com
[30] recambiosyaccesoriosbmw.com
[26] bit.ly
[20] twitter.com
[19] youtube.com
[14] goo.gl
[11] co.uk
[11] beepings.com
[9] co.jp

Top Domains in Tweet in G2:
[15] bmw.com
[6] b.mw
[5] creative311.com
[4] instagram.com
[2] twitter.com
[2] punjabkesari.in
[1] fastcompany.com
[1] youtu.be
[1] buff.ly
[1] autodevot.com

Top Domains in Tweet in G3:
[15] blogspot.com
[13] co.uk
[5] bit.ly
[4] wood-steering-wheels.com
[2] bmwblog.com
[2] twitter.com
[1] pasmag.com
[1] tinyurl.com

Top Domains in Tweet in G4:
[8] bit.ly
[6] bmw.ca
[5] engadget.com
[4] bmw.it
[4] bmwgroup.com
[3] buff.ly
[2] bmw.com
[2] motor.es
[2] computerbase.de
[1] b.mw

Top Domains in Tweet in G5:
[8] bhaskar.com
[1] tellychakkar.com
[1] instagram.com
[1] twitter.com

Top Domains in Tweet in G6:
[43] go.kr
[6] bit.ly

Top Domains in Tweet in G7:
[2] co.za
[1] bit.ly
[1] co.uk

Top Domains in Tweet in G8:
[8] nikkei.com

Top Domains in Tweet in G9:
[1] lemagsportauto.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2835] bmw
[150] audi
[124] cars
[111] car
[93] x5
[90] mercedes
[86] porsche
[81] honda
[66] m3
[66] m8



Top Hashtags in Tweet in G1:
[1053] bmw
[100] audi
[79] car
[75] cars
[68] honda
[55] mercedes
[48] porsche
[40] av
[38] ferrari
[38] auto

Top Hashtags in Tweet in G2:
[271] bmw
[60] x5
[54] m8
[24] 3series
[23] myfavoritespace
[21] inext
[21] 5series
[18] bmwi
[17] 8series
[13] x2

Top Hashtags in Tweet in G3:
[95] bmw
[10] stevespeedza
[6] custom
[6] motorcycle
[5] e30
[5] alpina
[4] 6series
[4] bmwshark
[4] porsche
[4] steeringwheel

Top Hashtags in Tweet in G4:
[184] bmw
[23] inext
[19] visioninext
[16] bmwi
[16] bmwm
[16] ces2019
[14] 3series
[14] myfavoritespace
[10] lasvegas
[9] x5

Top Hashtags in Tweet in G5:
[24] surbhichandna
[24] bmw
[6] welcomebacksurbhichandna
[2] bmwgirlsurbhichandna
[1] tellychakkar
[1] newyeargifts
[1] newcar
[1] shivikaforever
[1] x5

Top Hashtags in Tweet in G6:
[49] bmw
[43] 사실은_이렇습니다
[43] 리콜

Top Hashtags in Tweet in G7:
[54] bmw
[13] m850i
[10] 8series
[6] convertible
[5] motorsport
[5] i8
[3] e91
[2] vrrphaatuesday
[2] 1ddrive
[2] bmwgroup

Top Hashtags in Tweet in G8:
[35] 香取慎吾
[28] bmw
[28] 出世ナビ
[7] smap
[7] bmw
[1] nikkeistyle

Top Hashtags in Tweet in G9:
[22] bmw
[5] ces2019
[2] formulae
[2] ds
[1] mini
[1] inext
[1] myfavoritespace
[1] eprix
[1] marrakech

Top Hashtags in Tweet in G10:
[26] m4
[26] newbury
[26] middlelanehogging
[1] bmw
[1] carelessdriving
[1] p5562

Top Words
Top Words in Tweet in Entire Graph:
[1198] Words in Sentiment List#1: Positive
[382] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[63536] Non-categorized Words
[65117] Total Words
[3685] bmw
[2773] ã
[1204] ãƒ
[777] à
[542] å

Top Words in Tweet in G1:
[1289] bmw
[1154] ã
[535] ãƒ
[352] à
[336] å
[244] ø
[199] â
[176] ç
[144] ù
[137] æ

Top Words in Tweet in G2:
[519] bmw
[123] new
[62] x5
[59] concept
[54] m8
[54] gran
[54] coupé
[48] reaching
[48] next
[48] level

Top Words in Tweet in G3:
[119] bmw
[84] î
[29] one
[26] ï
[17] fafbulldog
[17] stevespeedza
[16] vividcloudofwat
[15] rinoire
[13] marque
[13] passion

Top Words in Tweet in G4:
[281] bmw
[52] new
[48] bmwi
[40] bmwgroup
[32] ces
[30] inext
[23] vision
[21] drive
[20] explore
[19] future

Top Words in Tweet in G5:
[84] surbhichandna
[43] new
[37] bmw
[31] tellychakkar
[31] surbhi
[31] took
[31] instagram
[31] updated
[31] priced
[31] possession

Top Words in Tweet in G6:
[49] bmw
[43] 사실은_이렇습니다
[43] bmw차량화재와
[43] 관련
[43] 국토부가
[43] bmw사에
[43] 멀쩡한
[43] 흡기다기관까지
[43] 교체
[43] 토록

Top Words in Tweet in G7:
[65] bmw
[38] bmw_sa
[17] new
[15] xdrive
[13] matter
[13] angle
[13] m850i
[13] looks
[13] good
[13] sunset

Top Words in Tweet in G8:
[35] 香取慎吾
[28] nikkeistyle
[28] 香取慎吾さんを宣伝に起用したことで話題になったbmw
[28] 多目的スポーツ車
[28] x2
[28] シリーズの日本発売にあたり
[28] マーケターの井上朋子さんは
[28] ドイツとは違うアプローチでこの車を表現したかった
[28] と話します
[28] bmw

Top Words in Tweet in G9:
[27] bmw
[16] bmwfrance
[12] monde
[11] au
[11] quand
[11] savoir
[11] faire
[11] atteint
[11] niveau
[11] stratosphã

Top Words in Tweet in G10:
[27] lane
[26] vehicle
[26] stopped
[26] m4
[26] j12
[26] towards
[26] 13
[26] near
[26] newbury
[26] middlelanehogging

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1158] ã,ã
[617] à,à
[505] ãƒ,ãƒ
[442] ãƒ,ã
[405] ã,ãƒ
[118] bmw,x5
[117] â,â
[113] new,bmw
[104] ã,å
[102] ø,ø

Top Word Pairs in Tweet in G1:
[497] ã,ã
[266] à,à
[210] ãƒ,ãƒ
[209] ãƒ,ã
[201] ã,ãƒ
[106] â,â
[102] ø,ø
[74] ù,ø
[72] ø,ù
[54] å,ç

Top Word Pairs in Tweet in G2:
[60] bmw,x5
[59] bmw,concept
[54] concept,m8
[54] m8,gran
[48] reaching,next
[48] next,level
[48] level,thrill
[48] thrill,bmw
[47] bmw,reaching
[46] gran,coupé

Top Word Pairs in Tweet in G3:
[44] î,î
[22] ï,î
[18] î,ï
[13] one,marque
[13] marque,one
[13] one,passion
[13] passion,bmw
[13] bmw,m
[10] stevespeedza,blog
[10] bmw,south

Top Word Pairs in Tweet in G4:
[19] new,bmw
[19] bmw,visioninext
[17] vision,inext
[15] bmw,vision
[11] bmw,concept
[11] explore,power
[11] power,smart
[11] smart,materials
[11] materials,bmw
[11] bmw,experts

Top Word Pairs in Tweet in G5:
[31] surbhi,took
[31] took,instagram
[31] instagram,updated
[31] updated,new
[31] new,priced
[31] priced,possession
[31] possession,look
[31] look,post
[31] post,surbhichandna
[30] tellychakkar,surbhi

Top Word Pairs in Tweet in G6:
[43] 사실은_이렇습니다,bmw차량화재와
[43] bmw차량화재와,관련
[43] 관련,국토부가
[43] 국토부가,bmw사에
[43] bmw사에,멀쩡한
[43] 멀쩡한,흡기다기관까지
[43] 흡기다기관까지,교체
[43] 교체,토록
[43] 토록,한
[43] 한,것은

Top Word Pairs in Tweet in G7:
[15] new,bmw
[13] matter,angle
[13] angle,bmw
[13] bmw,m850i
[13] m850i,xdrive
[13] xdrive,looks
[13] looks,good
[13] good,sunset
[13] sunset,orange
[12] bmw_sa,matter

Top Word Pairs in Tweet in G8:
[28] 香取慎吾さんを宣伝に起用したことで話題になったbmw,多目的スポーツ車
[28] 多目的スポーツ車,x2
[28] x2,シリーズの日本発売にあたり
[28] シリーズの日本発売にあたり,マーケターの井上朋子さんは
[28] マーケターの井上朋子さんは,ドイツとは違うアプローチでこの車を表現したかった
[28] ドイツとは違うアプローチでこの車を表現したかった,と話します
[28] と話します,bmw
[28] bmw,香取慎吾
[28] 香取慎吾,出世ナビ
[27] nikkeistyle,香取慎吾さんを宣伝に起用したことで話題になったbmw

Top Word Pairs in Tweet in G9:
[11] quand,savoir
[11] savoir,faire
[11] faire,atteint
[11] atteint,niveau
[11] niveau,stratosphã
[11] stratosphã,rique
[11] rique,â
[11] â,ï
[11] ï,bmw
[11] bmw,individual

Top Word Pairs in Tweet in G10:
[26] vehicle,stopped
[26] stopped,m4
[26] m4,j12
[26] j12,towards
[26] towards,13
[26] 13,near
[26] near,newbury
[26] newbury,middlelanehogging
[26] lane,2
[26] 2,over

Top Replied-To
Top Replied-To in Entire Graph:
@surbhichandna
@stanrudman
@bmw
@gmancarreviews
@jpgagick
@lissiemusic
@aspolice
@kearysbmw
@cosmoconnected
@greencarreports

Top Replied-To in G1:

Top Replied-To in G2:
@stanrudman
@bmw
@a2thenthony
@pininzawa
@sandiegoautosho

Top Replied-To in G3:
@jordan90921011
@joshmiester2081
@happypete55
@bcjr

Top Replied-To in G4:
@greencarreports
@bmwmotorrad
@bmwcanada

Top Replied-To in G5:
@surbhichandna
@gossipstv

Top Replied-To in G7:
@gmancarreviews

Top Mentioned
Top Mentioned in Entire Graph:
@bmw
@surbhichandna
@bmw_sa
@korea_land
@bmwi
@bmwgroup
@tellychakkar
@ces
@nikkeistyle
@tvprp

Top Mentioned in G1:
@garagehk
@its_romysingh
@midoessam90
@bikebike1238
@agrchauffeurs
@vietnambiker
@classicracingad
@flybhp
@rich_motors

Top Mentioned in G2:
@bmw
@bmwusa
@stanrudman
@businessinsider
@topcybernews
@rt
@bmwusanews
@bmwau
@bmwsaudiarabia
@bmwindia

Top Mentioned in G3:
@fafbulldog
@vividcloudofwat
@rinoire
@fredericksagli1
@bourdyot_
@bcjr
@purebmw
@lienhardracing
@stevespeedza
@hmp944peters

Top Mentioned in G4:
@bmw
@bmwi
@bmwgroup
@ces
@bmwespana
@bmwgroupprensa
@bmwindia
@rtehrani
@bmwitalia
@bmwcanada

Top Mentioned in G5:
@surbhichandna
@tellychakkar
@bmw
@teamschandna
@dainikbhaskar
@lovethyself_g
@sc_nd_

Top Mentioned in G6:
@korea_land
@news_y

Top Mentioned in G7:
@bmw_sa
@gmancarreviews
@carssouthafrica
@carnewzsa
@x5_news
@cars_pixels
@alutamaqoko
@auto_porn
@bensibu48318510
@dbn_spotter

Top Mentioned in G8:
@nikkeistyle
@nontan58581408

Top Mentioned in G9:
@bmwfrance
@bmwi_france
@bmwi
@bmw
@lemagsportauto
@ds_fr
@dstecheetah
@andrettife
@jeanericvergne

Top Mentioned in G10:
@tvprp

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@apatab
@atsocialmediauk
@lopezgovlaw
@junjokerando
@milenio
@szilviade_
@businessinsider
@autosports_diva
@walmart

Top Tweeters in G1:
@apatab
@autosports_diva
@autosmarktde
@uscarsforsale
@o2style
@sheepio
@invgurind
@wccbcharlotte
@mrsmoneypenny1
@novomomento

Top Tweeters in G2:
@businessinsider
@walmart
@tom__coleman
@akwyz
@m4ngu5il
@juanjosebao
@yvesmulkers
@styayxgucci
@ch_noreyni
@autoworldmag

Top Tweeters in G3:
@junjokerando
@peterptur9421
@darylmatla
@jazzfunklovers
@ruffusmd
@aventurero64
@beachesbikes
@georgecochrane1
@heauniquegroup
@formulaoneworld

Top Tweeters in G4:
@richsimmondsza
@mawuli___
@richardroque95
@john_stickel
@elconfidencial
@edimosip
@colorstreamedia
@expandamp
@mahmad4457
@thehipposhoe

Top Tweeters in G5:
@tellychakkar
@dainikbhaskar
@reet_sonam
@choudharychinky
@aysha22_ib
@rakibahoque
@nits_khushi
@dolly8999
@lovethyself_g
@mannusi1808

Top Tweeters in G6:
@hbpark0406
@ajelea
@soyoungmoon86
@boyoungpark85
@minjungseo88
@m0nlight
@dsjung0505
@blueballoon007
@0j1o1fci42y0dyp
@janin2017

Top Tweeters in G7:
@alutamaqoko
@kinyerageorge
@stevenmoate
@nt_okozo
@iaynum
@mjlikungfu
@carssouthafrica
@sonimalle
@javogod
@memefisticated

Top Tweeters in G8:
@sma24marguerite
@007akemi
@yumitd
@smasahiro_me3
@remoremn
@khr48k
@nori_natsunakai
@reinaopyon29
@ta_kachanchan
@nagina244

Top Tweeters in G9:
@zurf2010
@cfau78
@julien133
@lulububu2015
@lemagsportauto
@bmwfrance
@motorsport_ev
@dstecheetah
@jeanericvergne
@andrettife

Top Tweeters in G10:
@nosniborkram
@jrturnerphoto
@markinapub
@tvprp
@sammy_bloom
@jonathancgroves
@thebadger66
@clarkys69
@pawlinabee
@stuart_clarkson


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