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%22air miles%22 OR %22frequent flyer%22_2017-09-14_06-53-33.xlsx
"air miles" OR "frequent flyer"_2017-09-14_06-53-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
"air miles" OR "frequent flyer" via NodeXL http://bit.ly/2vW9Rf5
@tiotourguides
@frequent__flyer
@qantas
@americanair
@takingcharge

Description:
Description
The graph represents a network of 4,449 Twitter users whose tweets in the requested range contained ""air miles" OR "frequent flyer"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 September 2017 at 14:00 UTC.

The requested start date was Thursday, 14 September 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 13-day, 23-hour, 40-minute period from Thursday, 31 August 2017 at 00:05 UTC to Wednesday, 13 September 2017 at 23:46 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 : 4449
Unique Edges : 3994
Edges With Duplicates : 1070
Total Edges : 5064
Self-Loops : 1506
Reciprocated Vertex Pair Ratio : 0.0274672628553178
Reciprocated Edge Ratio : 0.0534659620764688
Connected Components : 1696
Single-Vertex Connected Components : 849
Maximum Vertices in a Connected Component : 314
Maximum Edges in a Connected Component : 557
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.338738
Graph Density : 0.000162563812739424
Modularity : 0.706684
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] https://www.digitaltrends.com/mobile/best-dual-sim-phones/?utm_source=dlvr.it&utm_medium=twitter
[29] http://www.foodandwine.com/syndication/best-airline-loyalty-programs?utm_campaign=foodandwine&utm_source=twitter.com&utm_medium=social&xid=soc_socialflow_twitter_fw
[23] http://radio.securenetsystems.net/radio_player_large.cfm?stationCallSign=CAFECODY
[19] https://www.digitaltrends.com/mobile/best-dual-sim-phones/
[18] https://traveltalk.nz/news-opinion/frequent-flyer-news/air-nz-enforces-check-in-requirement/
[17] http://www.aluxurytravelblog.com/2014/10/25/8-top-tips-for-flying-first-class-on-frequent-flyer-award-tickets/?utm_content=bufferf5995&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[17] http://trib.al/kvhcZz7
[16] http://trib.al/HxH1F4S
[15] http://www.marketwatch.com/story/how-to-rack-up-millions-of-frequent-flyer-miles-without-even-flying-2017-08-31
[15] http://www.pymnts.com/news/loyalty-and-rewards-news/2017/i2c-intros-frequent-flyer-program-rewards-card/

Top URLs in Tweet in G1:
[23] http://radio.securenetsystems.net/radio_player_large.cfm?stationCallSign=CAFECODY
[22] https://www.digitaltrends.com/mobile/best-dual-sim-phones/?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.digitaltrends.com/mobile/best-dual-sim-phones/
[12] http://www.marketwatch.com/story/how-to-rack-up-millions-of-frequent-flyer-miles-without-even-flying-2017-08-31
[11] http://www.viralnova.com/frequent-flyer-dog/?utm_source=dlvr.it&utm_medium=twitter
[10] http://www.foodandwine.com/syndication/best-airline-loyalty-programs?utm_campaign=foodandwine&utm_source=twitter.com&utm_medium=social&xid=soc_socialflow_twitter_fw
[8] http://www.pymnts.com/news/loyalty-and-rewards-news/2017/i2c-intros-frequent-flyer-program-rewards-card/
[7] http://trib.al/KCxllEX
[6] http://www.weraddicted.com/air-miles-is-bringing-collectors-closer-to-the-music/
[6] http://trib.al/lULisI1

Top URLs in Tweet in G3:
[2] http://www.mailonsunday.co.uk/femail/article-4842228/Nicolas-Cage-flirts-woman-husband-shows-up.html
[1] https://twitter.com/i/web/status/907915404386979841
[1] https://twitter.com/DPRK_News/status/902343582283173888
[1] https://twitter.com/i/web/status/903326552938700800
[1] https://www.youtube.com/watch?v=QisbQ7n3bGg&feature=youtu.be
[1] https://twitter.com/abc13houston/status/903791617793982468
[1] https://twitter.com/nbc4i/status/875722895485521921
[1] https://twitter.com/spookysp1ce/status/904194429623422976
[1] https://twitter.com/BTSlNTRO/status/900653584223752192
[1] https://twitter.com/superdeluxe/status/904728277310365696

Top URLs in Tweet in G4:
[7] https://www.ausbt.com.au/oneworld-emerald-the-best-frequent-flyer-status
[6] https://www.ausbt.com.au/no-frequent-flyer-upgrades-in-renewed-qantas-emirates-partnership
[6] https://www.ausbt.com.au/qantas-virgin-australia-cut-frequent-flyer-ties-with-airberlin
[5] https://www.ausbt.com.au/etihad-tightens-the-screws-on-etihad-guest-frequent-flyer-scheme
[4] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=218730857
[3] https://www.ausbt.com.au/september-s-top-qantas-frequent-flyer-credit-card-sign-up-deals
[2] http://www.bandt.com.au/campaigns/qantas-frequent-flyer-unveils-not-campaign-via-bwm-dentsu-sydney
[2] https://www.finder.com.au/frequent-flyer-fanatics-steve-hui
[2] https://bitly.com/a/warning?hash=2xfm1mz&url=http%3A%2F%2Fwww.escape.com.au%2Ftravel-advice%2Fhow-to-use-frequent-flyer-points-to-fly-first-class%2Fnews-story%2F04e8172120fedfe2bcf63eba5adff9af
[2] https://lbbonline.com/news/qantas-frequent-flyer-gets-us-thinking-why-not-in-new-campaign-via-bwm-dentsu/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/908057927944228869
[1] http://www.britishairways.com/
[1] https://twitter.com/i/web/status/906498529195159552
[1] https://twitter.com/i/web/status/904281358226395136
[1] https://twitter.com/i/web/status/908035855847247872
[1] https://twitter.com/i/web/status/907811089236336640
[1] https://twitter.com/i/web/status/907764127082229761
[1] https://twitter.com/i/web/status/904082655104319488
[1] https://twitter.com/lschavrien/status/907753717499179009
[1] https://twitter.com/i/web/status/907565700490940418

Top URLs in Tweet in G6:
[4] https://airmilesprizepool.ca/en/home?reg=NL
[2] https://www.liquormarts.ca/program-type/air-miles-multi-sku
[2] https://www.instagram.com/p/BY0i3EiAWS-/
[2] http://itunes.apple.com/ca/app/air-miles-reward-program/id388705262?mt=8
[1] https://twitter.com/i/web/status/907631802403221509
[1] https://twitter.com/i/web/status/906528633161961472
[1] https://twitter.com/i/web/status/906529496802713600
[1] https://twitter.com/i/web/status/907023016923680768
[1] http://mayflower.ca/Content/AIR+MILES
[1] https://twitter.com/i/web/status/907725519726157826

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/905335101281710081
[1] https://twitter.com/i/web/status/906973841477398528
[1] https://twitter.com/i/web/status/906600927645388802
[1] http://finance.yahoo.com/news/delta-sending-boeing-747-jumbo-134357554.html?.tsrc=fauxdal
[1] https://twitter.com/i/web/status/906189528867758082
[1] https://twitter.com/airlinegeeks/status/905970492892471296
[1] https://twitter.com/sayshummingbird/status/905581757696802816
[1] https://twitter.com/i/moments/905487561182908416
[1] https://twitter.com/i/web/status/905328241396793345
[1] https://twitter.com/i/web/status/905214314289745920

Top URLs in Tweet in G8:
[10] http://trib.al/9hY6XIJ
[10] http://trib.al/kvhcZz7
[9] http://trib.al/HxH1F4S
[7] http://trib.al/KCxllEX
[7] http://trib.al/lULisI1
[6] http://trib.al/3fDQPCX
[6] http://trib.al/1sxBHo3
[3] http://trib.al/umuqgMy
[3] http://trib.al/hV0RF3B
[2] http://trib.al/OofGFMQ

Top URLs in Tweet in G9:
[6] https://twitter.com/cabotmackenzie/status/907754741052133376
[1] https://twitter.com/rabbleca/status/907357345184972800
[1] https://twitter.com/i/web/status/905940392931082241

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/906007343619481600
[1] https://twitter.com/i/web/status/905212897768333317
[1] https://twitter.com/i/web/status/905220367169372160
[1] https://twitter.com/i/web/status/905183657517735937
[1] https://twitter.com/i/web/status/903771289621590016
[1] https://www.washingtonpost.com/news/dr-gridlock/wp/2017/08/30/one-way-you-can-help-the-victims-of-harvey-donate-your-airline-miles/?utm_term=.4f0c66e2c85f

Top Domains
Top Domains in Tweet in Entire Graph:
[580] twitter.com
[119] trib.al
[95] com.au
[64] digitaltrends.com
[50] google.com
[42] fb.me
[41] youtube.com
[40] marketwatch.com
[29] foodandwine.com
[24] instagram.com

Top Domains in Tweet in G1:
[141] twitter.com
[51] com.au
[44] trib.al
[43] digitaltrends.com
[41] google.com
[39] fb.me
[34] marketwatch.com
[23] securenetsystems.net
[16] instagram.com
[16] feedburner.com

Top Domains in Tweet in G3:
[40] twitter.com
[2] co.uk
[1] youtube.com
[1] nbclosangeles.com
[1] theguardian.com

Top Domains in Tweet in G4:
[37] com.au
[20] twitter.com
[2] bitly.com
[2] lbbonline.com
[1] businessinsider.com
[1] theaureview.com
[1] qantas.com
[1] co.uk

Top Domains in Tweet in G5:
[20] twitter.com
[1] britishairways.com
[1] alaskaair.com
[1] singaporeair.com

Top Domains in Tweet in G6:
[13] twitter.com
[4] airmilesprizepool.ca
[2] liquormarts.ca
[2] instagram.com
[2] apple.com
[1] mayflower.ca

Top Domains in Tweet in G7:
[13] twitter.com
[1] yahoo.com

Top Domains in Tweet in G8:
[63] trib.al
[1] twitter.com
[1] fb.me

Top Domains in Tweet in G9:
[8] twitter.com

Top Domains in Tweet in G10:
[5] twitter.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] travel
[37] nowplaying
[23] listenlive
[21] frequentflyer
[19] qantas
[17] ospreys
[17] ornithology
[16] airmiles
[13] news
[13] alert



Top Hashtags in Tweet in G1:
[25] nowplaying
[23] listenlive
[20] travel
[8] airlines
[8] airmiles
[7] bjj
[7] mma
[7] ufc
[7] jiujitsu
[7] tech

Top Hashtags in Tweet in G3:
[3] hurricaneirma
[3] rapapackstrong
[2] evaculation
[2] prayforflorida
[1] newprofilepic
[1] hurrcaneirma
[1] thatshitmakesmenervous
[1] butwegonnabealright

Top Hashtags in Tweet in G4:
[17] qantas
[11] travel
[7] paxex
[6] emirates
[5] avgeek
[4] rewards
[3] etihad
[2] virginaustralia
[2] airberlin
[2] frequentflyer

Top Hashtags in Tweet in G5:
[5] unitedairlines
[3] harvey
[2] checkin
[2] emea
[2] texasstrong
[1] limited
[1] refund
[1] pls
[1] goodolddays
[1] help

Top Hashtags in Tweet in G6:
[5] game4miles
[4] nb
[3] winwin
[2] munwelcome
[2] ontario
[1] nationalbeerloversday
[1] airmiles
[1] sodumb

Top Hashtags in Tweet in G7:
[1] dtw
[1] phx
[1] sjlovesswa
[1] boycottdelta
[1] delta

Top Hashtags in Tweet in G9:
[1] climatebarbie
[1] partytime

Top Words
Top Words in Tweet in Entire Graph:
[1760] Words in Sentiment List#1: Positive
[836] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[62286] Non-categorized Words
[64882] Total Words
[2262] frequent
[2259] flyer
[2088] miles
[1115] air
[634] side

Top Words in Tweet in G1:
[715] frequent
[713] flyer
[552] miles
[291] air
[135] up
[89] flying
[88] best
[83] rack
[80] without
[80] even

Top Words in Tweet in G2:
[628] side
[315] airhob
[314] app
[314] world
[314] lets
[314] see
[314] frequent
[314] flyer
[314] miles
[314] earned

Top Words in Tweet in G3:
[42] frequent__flyer
[18] vice
[14] michaelrapaport
[13] iamrapaport
[11] fuck
[10] shit
[10] really
[9] up
[9] munybby
[9] leahblumel

Top Words in Tweet in G4:
[108] frequent
[106] flyer
[59] qantas
[25] points
[23] emirates
[20] hi
[19] ausbt
[17] please
[16] miles
[14] air

Top Words in Tweet in G5:
[89] frequent
[89] flyer
[37] miles
[32] americanair
[31] united
[27] british_airways
[22] air
[18] flight
[12] number
[11] 2

Top Words in Tweet in G6:
[86] miles
[69] air
[27] airmiles
[20] earn
[17] sobeys
[16] bonus
[14] purchase
[14] save
[10] week
[10] dairy

Top Words in Tweet in G7:
[39] frequent
[38] flyer
[35] delta
[13] miles
[12] southwestair
[8] flight
[6] service
[5] air
[5] cool
[4] proud

Top Words in Tweet in G8:
[55] marketwatch
[47] frequent
[47] flyer
[47] miles
[37] rack
[37] up
[37] millions
[37] without
[37] even
[37] flying

Top Words in Tweet in G9:
[24] cathmckenna
[23] abfortisetliber
[22] robb_mikel
[22] make
[22] over
[22] 200
[22] 000
[22] year
[22] minister
[22] mp

Top Words in Tweet in G10:
[13] miles
[10] air
[8] realdonaldtrump
[4] washingtonpost
[4] frequent
[4] flyer
[4] up
[3] upper
[3] right
[3] corner

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2234] frequent,flyer
[1063] air,miles
[885] flyer,miles
[318] miles,earned
[315] airhob,app
[315] app,world
[315] world,lets
[315] lets,see
[315] see,frequent
[315] earned,flight

Top Word Pairs in Tweet in G1:
[707] frequent,flyer
[281] air,miles
[232] flyer,miles
[82] rack,up
[77] up,millions
[77] millions,frequent
[77] miles,without
[77] without,even
[76] even,flying
[61] flyer,best

Top Word Pairs in Tweet in G2:
[314] airhob,app
[314] app,world
[314] world,lets
[314] lets,see
[314] see,frequent
[314] frequent,flyer
[314] flyer,miles
[314] miles,earned
[314] earned,flight
[314] flight,side

Top Word Pairs in Tweet in G3:
[11] frequent__flyer,vice
[9] maddix_black,aiovesong
[9] aiovesong,gentlebreakdanz
[9] gentlebreakdanz,alientrado
[8] lolkneeslapper,mufasaevey
[8] mufasaevey,maddix_black
[8] alientrado,kenradio
[8] munybby,lolkneeslapper
[7] leahblumel,munybby
[5] gene5982,iamrapaport

Top Word Pairs in Tweet in G4:
[106] frequent,flyer
[14] air,miles
[11] flyer,points
[11] qantas,frequent
[11] flyer,team
[10] flyer,number
[9] renewed,qantas
[9] qantas,emirates
[9] emirates,partnership
[9] dm,frequent

Top Word Pairs in Tweet in G5:
[89] frequent,flyer
[20] air,miles
[12] flyer,number
[12] flyer,miles
[6] one,flight
[6] flight,cancelled
[5] 30,days
[5] lufthansa,staralliance
[4] americanair,frequent
[4] british_airways,hey

Top Word Pairs in Tweet in G6:
[69] air,miles
[10] week,sobeys
[10] sobeys,earn
[10] earn,air
[10] dairy,isle
[10] isle,cheese
[9] bonus,miles
[9] miles,bonus
[6] bonus,airmiles
[6] free,air

Top Word Pairs in Tweet in G7:
[38] frequent,flyer
[10] delta,frequent
[7] flyer,miles
[5] air,miles
[4] proud,delta
[4] donate,frequent
[3] customer,service
[3] cool,donate
[3] miles,southwestair
[3] southwestair,benefit

Top Word Pairs in Tweet in G8:
[47] frequent,flyer
[47] flyer,miles
[37] rack,up
[37] up,millions
[37] millions,frequent
[37] miles,without
[37] without,even
[37] even,flying
[27] marketwatch,rack
[17] couple,flew

Top Word Pairs in Tweet in G9:
[22] cathmckenna,robb_mikel
[22] robb_mikel,make
[22] make,over
[22] over,200
[22] 200,000
[22] 000,year
[22] year,minister
[22] minister,mp
[22] mp,really
[22] really,disingenuous

Top Word Pairs in Tweet in G10:
[10] air,miles
[4] frequent,flyer
[3] upper,right
[3] right,corner
[3] flyer,miles
[2] live,35
[2] 35,air
[2] miles,grounf
[2] grounf,zero
[2] hahhaa,love

Top Replied-To
Top Replied-To in Entire Graph:
@frequent__flyer
@british_airways
@virginatlantic
@americanair
@qantas
@delta
@leahblumel
@realdonaldtrump
@klm
@southwestair

Top Replied-To in G3:
@frequent__flyer
@leahblumel
@adishetuoyibo
@lagoonychonga
@david8hughes
@hepennipacker
@bob_janke
@licenseplateguy
@anncoulter
@nfl

Top Replied-To in G4:
@qantas
@emirates
@etihadairways
@ralphkerle
@ericadvm
@etihadhelp
@the_sobernaught
@claytontony34
@jennytosio
@nicejobbuddy

Top Replied-To in G5:
@british_airways
@americanair
@united
@lufthansa
@klm_uk
@airfrance
@willbtouring
@earcos
@elbetzio
@cpobereskin

Top Replied-To in G6:
@airmiles
@treesher32
@meganpratt
@coss_mike
@habs_sab
@ice_cream_jones
@terry_erickson1
@rantingathome
@munathletics
@bloggerwomen

Top Replied-To in G7:
@delta
@southwestair
@bmerritt85
@elaineng2567
@mark_priddis
@jamiesonfilip
@logan_haupt
@bdanielcole
@tattooedmomboss
@ther3alsparkles

Top Replied-To in G9:
@cathmckenna

Top Replied-To in G10:
@realdonaldtrump
@kyungkarenmend1
@green_footballs
@daddysincharge
@borntoteeter
@cristinaaaa_v
@washingtonpost

Top Mentioned
Top Mentioned in Entire Graph:
@tiotourguides
@marketwatch
@youtube
@abfortisetliber
@igglescoverage
@cathmckenna
@robb_mikel
@airmiles
@qantas
@ausbt

Top Mentioned in G1:
@bllshbrsh
@mamisdehortop
@roomex
@djdarrellripley
@illuminatebrad
@alleywatch

Top Mentioned in G2:
@tiotourguides

Top Mentioned in G3:
@vice
@frequent__flyer
@iamrapaport
@michaelrapaport
@lolkneeslapper
@maddix_black
@aiovesong
@gentlebreakdanz
@alientrado
@mufasaevey

Top Mentioned in G4:
@qantas
@ausbt
@singaporeair
@emirates
@etihadairways
@virginaustralia
@airberlin
@traveloneworld
@escape_team
@arnomichelin

Top Mentioned in G5:
@united
@americanair
@british_airways
@lufthansa
@alaskaair
@qatarairways
@staralliance
@rayofhollywood
@flysaa
@charlottenwhite

Top Mentioned in G6:
@airmiles
@sobeys
@dairyislecheese
@nlliquor
@lcbo
@rexalldrugstore
@harper04_5
@memorialu
@deb0304
@conosurwines

Top Mentioned in G7:
@delta
@southwestair
@jetblue
@adoredelano
@ryanhale126
@lyft
@mikegiardi
@ianbaker617
@reperikpaulsen
@suptmarkradams

Top Mentioned in G8:
@marketwatch
@moneyish

Top Mentioned in G9:
@abfortisetliber
@cathmckenna
@robb_mikel
@deplorablemoose

Top Mentioned in G10:
@washingtonpost
@realdonaldtrump
@flotus
@ilinamorato
@rueburlingham1
@perlmutations
@petti_cash
@pastormarkburns
@_makada_
@stevescalise

Top Tweeters
Top Tweeters in Entire Graph:
@telkomsel
@americanair
@uskeus
@handemover
@flashnewsportal
@qxnews
@theboydp
@klm
@vodafonein
@krunox123

Top Tweeters in G1:
@uskeus
@handemover
@flashnewsportal
@krunox123
@poptron
@deepplaylist
@studio26radio
@marketstocknews
@zyitegadgets
@serge_poznanski

Top Tweeters in G2:
@juoneoffset
@rifqird
@networkpagames
@denis180680
@rozaannf
@khabnews
@jerrison42k4
@noufal_rifqi
@fitra_alpier
@holdyourcolors

Top Tweeters in G3:
@foxnews
@1ricosavage
@variety
@luckystubbs
@worthog117
@brinklebrother
@profootballtalk
@thewrap
@nfl
@cnn

Top Tweeters in G4:
@avgeekretweeter
@newtonmark
@qantas
@heathrowairport
@virginaustralia
@etihadhelp
@etihadairways
@cpltalk
@carmilla5
@lbbonline

Top Tweeters in G5:
@americanair
@united
@british_airways
@alaskaair
@airfrance
@earcos
@theordinarynerd
@flight_refunds
@luisevanegas
@trevorlong

Top Tweeters in G6:
@allrcrazy
@foreverangel26
@michelle373737
@brian_game
@logmanmaritimes
@djak1972
@ice_cream_jones
@megenciel
@adamreid_
@tavilabradog

Top Tweeters in G7:
@deltaassist
@delta
@southwestair
@jetblue
@lyft
@mikegiardi
@maeliing
@bdanielcole
@mythicgeek
@caslk

Top Tweeters in G8:
@globol10
@mjgarciakcmo
@marketwatch
@sampleatl
@abosife2010
@elusivenews
@mediapython
@papasharmfbi
@o2webdev
@ebscbwi

Top Tweeters in G9:
@mousseaujim
@bioben78
@jimbo679
@itsgodzirra
@truthlion100
@expatjake
@marcdandad
@radioman253
@cathmckenna
@pissedoffanglo

Top Tweeters in G10:
@washingtonpost
@green_footballs
@daddysincharge
@kyungkarenmend1
@petti_cash
@realdonaldtrump
@pastormarkburns
@22aspen36
@perlmutations
@349jaymo