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ecig OR vape_2017-10-12_17-27-12.xlsx
ecig OR vape_2017-10-12_17-27-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2017
Short Description:
ecig OR vape via NodeXL http://bit.ly/2i6T8DS
@digitobacco
@cuecig
@thevapelab17
@kenzi_vape
@wred_sanada2040
@viaco_vape
@vape_redy

Description:
Description
The graph represents a network of 3,355 Twitter users whose tweets in the requested range contained "ecig OR vape", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 October 2017 at 00:29 UTC.

The requested start date was Friday, 13 October 2017 at 00:01 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 3-day, 1-hour, 2-minute period from Monday, 09 October 2017 at 12:20 UTC to Thursday, 12 October 2017 at 13:23 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 : 3355
Unique Edges : 3448
Edges With Duplicates : 3025
Total Edges : 6473
Self-Loops : 1984
Reciprocated Vertex Pair Ratio : 0.11214953271028
Reciprocated Edge Ratio : 0.201680672268908
Connected Components : 1266
Single-Vertex Connected Components : 861
Maximum Vertices in a Connected Component : 676
Maximum Edges in a Connected Component : 3123
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.564914
Graph Density : 0.000253806429940627
Modularity : 0.47615
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[40] https://www.youtube.com/watch?v=Ml-NmnamKfs&feature=youtu.be&a
[38] https://www.youtube.com/watch?v=u-9kDVqUmvg&feature=youtu.be&a
[31] https://www.youtube.com/watch?v=SMwO6sDtwtQ&feature=youtu.be&a
[26] http://dailyvaper.com/2017/10/11/this-city-allows-you-to-smoke-weed-but-wants-a-vape-ban-outdoors/?utm_campaign=atdailycaller&utm_source=Twitter&utm_medium=Social
[20] https://www.youtube.com/watch?v=RwEtNttRYR8&feature=youtu.be&a
[16] https://twitter.com/onigiri_vape/status/917980339376705536
[14] http://www.vapelounge-u-jin.com
[12] https://vine.co/v/OPV2at5gi5E
[12] https://gleam.io/mWx72/100ml-globbler-giveaway
[12] https://acevaper.ca/

Top URLs in Tweet in G1:
[9] http://vaporhack.com/articles/vape-shop-to-launch-in-town-centre/
[5] http://www.thecannabist.co/2017/10/09/california-smoke-weed-parks-beaches-legal/89578/
[4] http://hayabusa.ldblog.jp/archives/50892146.html
[4] http://www.sensiseeds.com/refer.asp?refid={6778ECC6-4F3D-4C95-8808-F146A4B56CAB}&link=en/feminized-seeds
[4] https://at-vape.com/1867
[3] http://www.vapornation.com/famous-brandz-strawberry-water-pipe.html?acc=fb60d411a5c5b72b2e7d3527cfc84fd0
[3] http://www.sensiseeds.com/refer.asp?refid={6778ECC6-4F3D-4C95-8808-F146A4B56CAB}&link=en%2Fcbd-products%2Fcbd-e-liquid-sativa-200mg
[3] http://p0t.com
[3] http://casaa.org/Become_a_Member.html
[3] https://vaporon.net/

Top URLs in Tweet in G2:
[11] http://www.vapelounge-u-jin.com
[6] https://twitter.com/fabled_number/status/917510019100246016
[5] http://www.clicktoshop.sale/VaporizerChief
[4] http://www.clicktoshop.sale/RokinVapes
[4] http://blog.vape2u.jp/sua-vapors-pineapple/
[3] http://www.clicktoshop.sale/Seedsman
[3] http://blog.vape2u.jp/sua-vapors-mango/
[2] https://twitter.com/okadakee/status/917729400442908673
[2] https://www.swarmapp.com/c/bvWoyqqZrIv
[2] https://twitter.com/onecase360/status/914673411619618816

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/917360089933037568
[1] https://twitter.com/i/web/status/917738004910768133

Top URLs in Tweet in G5:
[9] https://www.vape-shuffle.jp/twittercampaigntop2
[7] http://vapefyi.blog.fc2.com/blog-entry-104.html
[4] http://www.vapejp.net/2017/10/4phantom-xmrvape.html?utm_content=buffer3d4ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#QXYlisz.twitter_responsive
[4] http://www.vapejp.net/2017/10/mrvape7.html?utm_content=buffer4c16b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#QXkVCxH.twitter_responsive
[4] http://vapefyi.blog.fc2.com/blog-entry-110.html
[4] https://vape-circuit.com/mod/technical_mod/smoant-charon-love/
[3] http://www.vapejp.net/2017/10/e-boss-vape-blizz-rdtardtardta.html?utm_content=buffer32afd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#QXkYUKX.twitter_responsive
[3] http://www.vapelounge-u-jin.com
[3] http://vapefyi.blog.fc2.com/blog-entry-105.html
[3] http://vapelog.jp/twitter1

Top URLs in Tweet in G6:
[40] https://www.youtube.com/watch?v=Ml-NmnamKfs&feature=youtu.be&a
[38] https://www.youtube.com/watch?v=u-9kDVqUmvg&feature=youtu.be&a
[31] https://www.youtube.com/watch?v=SMwO6sDtwtQ&feature=youtu.be&a
[20] https://www.youtube.com/watch?v=RwEtNttRYR8&feature=youtu.be&a
[1] https://twitter.com/i/web/status/917779658925641734
[1] https://www.youtube.com/watch?v=u-9kDVqUmvg&feature=youtu.be
[1] https://twitter.com/i/web/status/917375952145080320
[1] https://www.youtube.com/watch?v=SMwO6sDtwtQ&feature=youtu.be

Top URLs in Tweet in G7:
[8] http://www.jewellerybank.co.uk/vaping/vjuice-10ml-8020
[6] http://cuecig.com/starter-kits/kangertech-top-filling-evod-starter-kit-100-authentic/?platform=hootsuite
[5] http://smokerslogicecigs.com/custom-tshirts-for-vapers/
[4] http://cuecig.com/nicotine-salts-ejuice/nic-salts-tripoli-tobacco-blend-shake-and-vape-e-juice-by-airship/?platform=hootsuite
[4] http://cuecig.com/starter-kits/ismoka-istick-pico-75w-tc-full-kit-w-melo-iii-mini/?platform=hootsuite
[4] https://cuecig.com/eliquid-ejuice/heaven-i-premium-usa-e-juice/?platform=hootsuite
[4] https://www.gourmeteliquid.co.uk/collections/heisenblag
[4] http://clika.pe/l/8721/40670/
[3] http://cuecig.com/new-arrivals/ugo-viii-1300mah-pass-through-ego-battery-new-arrival/?platform=hootsuite
[3] https://www.smokeyjoes.biz/product-category/e-liquids/shake-and-vape/zeus-juie-shake-and-vape/

Top URLs in Tweet in G8:
[12] https://gleam.io/mWx72/100ml-globbler-giveaway
[5] https://www.youtube.com/channel/UCCVlvEkseoQaq28_pt5nmfw
[2] https://www.youtube.com/watch?v=uGTKkIIFuys&feature=youtu.be&a
[2] https://www.youtube.com/watch?v=r3qnA2IvSnU&feature=youtu.be&a
[2] https://www.instagram.com/p/BaJb9RthErS/
[2] https://www.youtube.com/watch?v=Utw__sZQwTk&feature=youtu.be&a
[2] https://www.youtube.com/watch?v=nh4DvqfwmUA&feature=youtu.be&a
[2] https://www.youtube.com/watch?v=yl5m8n4LDYE&feature=youtu.be&a
[2] https://www.youtube.com/watch?v=vySsl3f_ObY&feature=youtu.be
[2] https://www.youtube.com/watch?v=-qUQZ_gHPGE&feature=youtu.be&a

Top URLs in Tweet in G10:
[8] https://vine.co/v/O2AlKFazThU

Top Domains
Top Domains in Tweet in Entire Graph:
[434] twitter.com
[214] youtube.com
[212] fb.me
[79] instagram.com
[42] co.uk
[41] cuecig.com
[40] gleam.io
[29] vine.co
[27] dailyvaper.com
[24] co.jp

Top Domains in Tweet in G1:
[186] fb.me
[107] twitter.com
[52] instagram.com
[15] feedburner.com
[14] gleam.io
[10] bukalapak.com
[10] sensiseeds.com
[9] co.uk
[9] youtube.com
[9] vaporhack.com

Top Domains in Tweet in G2:
[46] twitter.com
[19] clicktoshop.sale
[11] vapelounge-u-jin.com
[11] vape2u.jp
[2] shindanmaker.com
[2] swarmapp.com
[2] youtube.com
[2] foodfighter.jp
[1] veryveryvape.jp
[1] hatenablog.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G5:
[29] twitter.com
[16] vapejp.net
[14] fc2.com
[10] vape-circuit.com
[9] vape-shuffle.jp
[6] co.jp
[4] youtube.com
[4] vape2u.jp
[4] vape-online.jp
[3] vapelounge-u-jin.com

Top Domains in Tweet in G6:
[131] youtube.com
[2] twitter.com

Top Domains in Tweet in G7:
[60] twitter.com
[40] cuecig.com
[27] co.uk
[18] fb.me
[7] smokerslogicecigs.com
[5] smokeyjoes.biz
[4] ecigcanadazone.com
[4] clika.pe
[4] vapingpost.com
[4] instagram.com

Top Domains in Tweet in G8:
[40] youtube.com
[16] twitter.com
[13] gleam.io
[3] instagram.com
[1] 2fdeal.com
[1] tumblr.com

Top Domains in Tweet in G10:
[8] vine.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[600] vape
[169] vaping
[146] ecig
[58] eliquid
[54] 電子たばこ
[53] vapenation
[50] vapefam
[50] ejuice
[47] vape好きな人と繋がりたい
[42] 電子タバコ



Top Hashtags in Tweet in G1:
[154] vape
[31] intro
[31] music
[31] royaltyfree
[31] uplifting
[23] ecig
[20] vapelife
[19] vaping
[17] vapenation
[16] ejuice

Top Hashtags in Tweet in G2:
[44] vape
[19] coupon
[12] 電子たばこ
[12] marijuana
[11] cannabis
[10] vape好きな人と繋がりたい
[6] サイドショット晒すとrtが来る
[5] 今日もvapeが美味い
[5] 電子タバコ
[5] smoking

Top Hashtags in Tweet in G4:
[4] roh

Top Hashtags in Tweet in G5:
[84] vape
[26] 電子たばこ
[24] vape好きな人と繋がりたい
[14] rt希望
[13] 今日もvapeが美味い
[10] hiliq
[8] 電子タバコ
[7] 心優しい僕のフォロワーさん達がまだ僕と繋がってないvaperさんをrtで繋げてくれる
[7] ベプログ
[3] 拡散希望rtお願いします

Top Hashtags in Tweet in G7:
[112] vape
[101] vaping
[89] ecig
[32] eliquid
[21] ejuice
[19] vapefam
[15] stoptober
[12] vapeclubuk
[10] vapelife
[10] vapenation

Top Hashtags in Tweet in G8:
[29] vape
[16] vapenation
[15] vaping
[10] vapemail
[10] ukvapers
[10] vapelyfe
[9] vapefam
[8] vapers
[8] competitions
[7] competition

Top Words
Top Words in Tweet in Entire Graph:
[1100] Words in Sentiment List#1: Positive
[1004] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[50012] Non-categorized Words
[52116] Total Words
[2840] vape
[214] vaping
[203] nak
[202] je
[201] promo

Top Words in Tweet in G1:
[835] vape
[93] e
[40] new
[34] vptk
[33] sweet
[33] music
[33] shop
[31] ejuice
[31] intro
[31] royaltyfree

Top Words in Tweet in G2:
[119] toyvape
[102] vape_doronuma
[86] c_kill_yourself
[85] ω
[74] thefamousgrou7
[73] vape
[66] na0222_vape
[61] viaco_vape
[52] kenzi_vape
[51] o_chan_sekken

Top Words in Tweet in G3:
[195] clutch
[195] paling
[195] viral
[195] senang
[195] nak
[195] simpan
[195] powerbank
[195] vape
[195] wallet
[195] key

Top Words in Tweet in G4:
[136] vape
[128] szechuan
[128] sauce
[128] takes
[128] long
[128] drag
[128] light
[128] led
[128] notice
[128] scars

Top Words in Tweet in G5:
[146] vape
[43] ω
[43] ๑
[28] vape_road
[26] 電子たばこ
[24] vape好きな人と繋がりたい
[22] レビュー
[22] t
[20] co
[20] 10

Top Words in Tweet in G6:
[148] vape
[135] jpelirrojo
[129] nuevo
[43] hemos
[42] hoy
[40] ido
[40] comer
[40] dos
[40] rutilófilos
[38] mafioso

Top Words in Tweet in G7:
[164] vape
[120] ecig
[110] vaping
[42] new
[34] kit
[32] eliquid
[26] post
[26] published
[26] ejuice
[25] 50

Top Words in Tweet in G8:
[89] vape
[37] youtube
[30] win
[30] follow
[30] retweet
[29] enter
[24] 3
[21] video
[17] vaping
[16] vapenation

Top Words in Tweet in G9:
[75] vape
[75] steaming
[75] microwave
[75] burrito
[75] living
[75] alone
[74] conangray

Top Words in Tweet in G10:
[71] vape
[67] jimin
[64] taemin
[57] watching
[56] babygoppa
[8] vaping
[8] fucking
[8] lame
[7] gentlepjm
[4] cool

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[195] clutch,paling
[195] paling,viral
[195] viral,senang
[195] senang,nak
[195] nak,simpan
[195] simpan,powerbank
[195] powerbank,vape
[195] vape,wallet
[195] wallet,key
[195] key,etc

Top Word Pairs in Tweet in G1:
[31] sweet,vape
[31] vape,intro
[31] intro,music
[31] music,royaltyfree
[31] royaltyfree,uplifting
[24] vape,shop
[19] vape,pen
[17] vptk,sells
[17] sells,e
[17] e,liquids

Top Word Pairs in Tweet in G2:
[29] c_kill_yourself,toyvape
[23] c_kill_yourself,vape_doronuma
[22] vape_doronuma,toyvape
[19] thefamousgrou7,c_kill_yourself
[17] ㅂ,و
[16] 444_ktm_0108_yk,cross4drag
[16] thefamousgrou7,toyvape
[16] mundersa,c_kill_yourself
[14] thefamousgrou7,mundersa
[13] vape_doronuma,thefamousgrou7

Top Word Pairs in Tweet in G3:
[195] clutch,paling
[195] paling,viral
[195] viral,senang
[195] senang,nak
[195] nak,simpan
[195] simpan,powerbank
[195] powerbank,vape
[195] vape,wallet
[195] wallet,key
[195] key,etc

Top Word Pairs in Tweet in G4:
[128] szechuan,sauce
[128] sauce,takes
[128] takes,long
[128] long,drag
[128] drag,vape
[128] vape,light
[128] light,led
[128] led,notice
[128] notice,scars
[128] scars,face

Top Word Pairs in Tweet in G5:
[25] vape,電子たばこ
[18] t,co
[17] vape,jp
[16] vape,vape好きな人と繋がりたい
[14] ๑,ω
[14] ω,๑
[14] リキッドレビュー,vape
[13] vape好きな人と繋がりたい,今日もvapeが美味い
[12] こんばんは,vaperの皆さんにお聞きします
[10] hiliq,リキッドレビュー

Top Word Pairs in Tweet in G6:
[129] nuevo,vape
[40] hoy,hemos
[40] hemos,ido
[40] ido,comer
[40] comer,dos
[40] dos,rutilófilos
[40] rutilófilos,nuevo
[39] jpelirrojo,hoy
[38] mafioso,empresario
[38] empresario,nuevo

Top Word Pairs in Tweet in G7:
[30] ecig,vape
[29] vape,vaping
[26] new,post
[21] published,ecig
[20] ecig,canada
[20] canada,zone
[20] vape,ecig
[19] starter,kit
[15] sub,ohm
[15] ecig,vaping

Top Word Pairs in Tweet in G8:
[30] follow,retweet
[18] retweet,enter
[16] youtube,video
[15] liked,youtube
[12] win,100ml
[12] 100ml,bottle
[12] bottle,globbler
[12] globbler,follow
[12] retweet,click
[12] click,here

Top Word Pairs in Tweet in G9:
[75] vape,steaming
[75] steaming,microwave
[75] microwave,burrito
[75] burrito,living
[75] living,alone
[74] conangray,vape

Top Word Pairs in Tweet in G10:
[58] taemin,vape
[57] jimin,watching
[57] watching,taemin
[55] babygoppa,jimin
[8] vaping,fucking
[8] fucking,lame
[8] lame,jimin
[8] jimin,vape
[7] gentlepjm,vaping
[2] taemin,wasn

Top Replied-To
Top Replied-To in Entire Graph:
@vape_justice
@vape_doronuma
@viaco_vape
@hajime_vape
@na0222_vape
@kenzi_vape
@vape_roller
@o_chan_sekken
@h_ero_vape
@vape_road

Top Replied-To in G1:

Top Replied-To in G2:
@vape_doronuma
@kenzi_vape
@na0222_vape
@viaco_vape
@o_chan_sekken
@vape_roller
@h_ero_vape
@ravencrow8492
@c_kill_yourself
@melleguma

Top Replied-To in G5:
@vape_road
@siguma_vape
@ryu_in_vape
@muko0822
@rile_vape
@wing0_sato
@gorutan69
@viaco_vape
@yuki_sk8er
@rabidonn

Top Replied-To in G6:
@jpelirrojo
@soyalbertotm

Top Replied-To in G7:
@knixbrooke

Top Replied-To in G8:
@dripping_hippie
@ianrgorringe
@sptodd18
@stephen_40s
@telfordblues

Top Mentioned
Top Mentioned in Entire Graph:
@twtpening
@jpelirrojo
@max_read
@toyvape
@conangray
@c_kill_yourself
@thefamousgrou7
@babygoppa
@vape_doronuma
@youtube

Top Mentioned in G1:
@khan_vape
@studio_senmu
@just_pug1
@capitolhemp
@kt__snyder

Top Mentioned in G2:
@toyvape
@c_kill_yourself
@thefamousgrou7
@vape_doronuma
@cross4drag
@mundersa
@444_ktm_0108_yk
@na0222_vape
@viaco_vape
@o_chan_sekken

Top Mentioned in G3:
@twtpening

Top Mentioned in G4:
@max_read
@goons_txt
@golazodan

Top Mentioned in G5:
@vapejp
@wred_sanada2040
@vapefyi
@wing0_sato
@vape_shuffle_jp
@ryu_in_vape
@vapecircuit
@rabidonn
@shishimarron
@vapelog

Top Mentioned in G6:
@jpelirrojo
@roenlared
@soyalbertotm
@javiergrey22
@youtubee
@sariita_lgns

Top Mentioned in G7:
@cuecig
@vapeclub
@revtechmods
@stoptober
@smokeyjoes_biz
@ecigclick
@coilmasternet
@gourmeteliquid
@jewellery_bank
@sedgepaul

Top Mentioned in G8:
@youtube
@globsjuice
@juiceshop1
@vapetech21101
@vapeworld
@heavengiftscom
@coralreefer420
@thesalfordvaper
@whu_2012
@frontlineliquid

Top Mentioned in G9:
@conangray

Top Mentioned in G10:
@babygoppa
@gentlepjm
@pristinsgyu

Top Tweeters
Top Tweeters in Entire Graph:
@love_mcd
@ricsl1600
@guynesher123
@naco6r
@scalarbioenergy
@gvlanie24
@sephirothnjz
@ayongg__
@fatkiddeals
@timgw37

Top Tweeters in G1:
@timgw37
@hatebu_entry
@chikiusa23
@inventively
@timebot05
@feo_3kate2
@kujirapapa_bot
@8gpn
@dqnmail
@genmaknae

Top Tweeters in G2:
@naco6r
@axiontk
@melleguma
@negi_6
@natu_k_
@kei_psy
@vape_metalgeek
@yaira_vape2u
@minami_carapare
@tk8_vape

Top Tweeters in G3:
@ayongg__
@sahiraizhar_
@shahwaladli_
@arelcasandra
@syafikmalik_
@shaadahjaafar
@uvuvwevwevossas
@killwxnn
@ehh_popia
@pororomel

Top Tweeters in G4:
@m_rtv
@golazodan
@shandya
@ashaggreyjoy
@rjmeads
@haremprotag
@babystartwink
@ratscry
@binarut
@calebgreyacea

Top Tweeters in G5:
@rabidonn
@mix1910
@hak8910
@sinkaitoya
@ugamaria
@lunanaruse
@moro1129
@vapejp
@ki_yan0313
@kumasakaramao

Top Tweeters in G6:
@wthplayy
@_mireya_love
@beatrxzsr
@martaabrahamer
@mariasg777
@lodoc4reta
@feltonxgubler
@lalita_jotaesse
@aletoes2
@beamguez

Top Tweeters in G7:
@wahksmusselman
@ecigcanadazone
@ecigitesztek
@vianneymadeline
@jewellery_bank
@cloudchasinguk
@tako180
@sedgepaul
@ebayian
@knixbrooke

Top Tweeters in G8:
@coralreefer420
@telfordblues
@local_vaper
@broyzcraft
@saywhatiwant91
@whu_2012
@princessnikki_
@de_cnile
@pepekantropus
@soulohm

Top Tweeters in G9:
@liyanadzlkrn
@dottymathers
@sufiahani
@anasantoshg
@cmxh_
@darkheathens
@meg_weatherford
@tatumwhitten_
@drxwspotatoes
@blue_skies0

Top Tweeters in G10:
@jungkooktops
@vminvision
@pristinsgyu
@kirishimaas
@armandh0e
@hoseoksuss
@jmntober
@hiheilo
@e7bcb6
@seliseli