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%22air miles%22 OR %22frequent flyer%22_2017-10-12_06-49-03.xlsx
"air miles" OR "frequent flyer"_2017-10-12_06-49-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2017
Short Description:
"air miles" OR "frequent flyer" via NodeXL http://bit.ly/2i51D2b
@cinnabon
@delta
@ritagrace5
@americanair
@joannesmoot

Description:
Description
The graph represents a network of 4,384 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, 12 October 2017 at 13:52 UTC.

The requested start date was Thursday, 12 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 13-day, 23-hour, 50-minute period from Thursday, 28 September 2017 at 00:03 UTC to Wednesday, 11 October 2017 at 23:53 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 : 4384
Unique Edges : 4068
Edges With Duplicates : 894
Total Edges : 4962
Self-Loops : 929
Reciprocated Vertex Pair Ratio : 0.00883442576232545
Reciprocated Edge Ratio : 0.0175141242937853
Connected Components : 1217
Single-Vertex Connected Components : 655
Maximum Vertices in a Connected Component : 1528
Maximum Edges in a Connected Component : 2147
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.494789
Graph Density : 0.000184230379152365
Modularity : 0.718703
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1591] http://www.cinnabon.com/bonvoyagesweeps?utm_source=twitter&utm_campaign=paid&utm_medium=social&utm_term=link-click&utm_content=bon-voyage
[50] https://twitter.com/ABCPolitics/status/916081843799195648
[40] http://uproxx.com/life/delta-changed-frequent-flyer-rules-american-express-diamond-medallion/?utm_content=buffer559af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[26] http://ift.tt/2ywepOn
[21] https://www.theverge.com/2017/10/7/16438596/frequent-flyer-miles-hacking-churning-deals?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[19] https://jp.cointelegraph.com/news/jpmorgan-continues-bitcoin-fud-its-not-a-ponzi-its-air-miles-jp
[19] https://www.cryptocoinsnews.com/bitcoin-like-air-miles-says-jp-morgan-executive/
[19] http://ift.tt/2xOlN4t
[18] https://www.theverge.com/2017/10/7/16438596/frequent-flyer-miles-hacking-churning-deals
[15] https://www.techinasia.com/grab-sia-partnership

Top URLs in Tweet in G1:
[1589] http://www.cinnabon.com/bonvoyagesweeps?utm_source=twitter&utm_campaign=paid&utm_medium=social&utm_term=link-click&utm_content=bon-voyage
[1] http://fb.me/DFL61ROU
[1] http://fb.me/58bV3szCq
[1] https://fb.me/DPVQHjQn

Top URLs in Tweet in G2:
[26] http://ift.tt/2ywepOn
[19] http://ift.tt/2xOlN4t
[15] https://www.cryptocoinsnews.com/bitcoin-like-air-miles-says-jp-morgan-executive/
[10] http://ift.tt/2wuBaxm
[9] https://www.techinasia.com/grab-sia-partnership
[7] http://ift.tt/2xQyKMJ
[7] https://www.theverge.com/2017/10/7/16438596/frequent-flyer-miles-hacking-churning-deals
[6] https://www.theverge.com/2017/10/7/16438596/frequent-flyer-miles-hacking-churning-deals?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[5] http://feedproxy.google.com/~r/smartcanucks/~3/3hZXoqEMH3w/
[5] http://feedproxy.google.com/~r/smartcanucks/~3/r9n-UU7DB-k/

Top URLs in Tweet in G4:
[2] https://www.washingtonpost.com/news/post-politics/wp/2017/09/29/trump-to-decide-friday-night-whether-to-fire-hhs-secretary-price/
[1] https://twitter.com/i/web/status/917523119904055296
[1] https://twitter.com/i/web/status/916861278819442688
[1] https://twitter.com/i/web/status/916828728537288704
[1] https://twitter.com/i/web/status/916707663672696834
[1] https://twitter.com/i/web/status/916696241894940674
[1] https://twitter.com/amjoyshow/status/916395276281167872
[1] https://twitter.com/jonathanweisman/status/916098074501623814
[1] https://twitter.com/i/web/status/915399871506665473
[1] https://twitter.com/i/web/status/914381888625758208

Top URLs in Tweet in G5:
[40] http://uproxx.com/life/delta-changed-frequent-flyer-rules-american-express-diamond-medallion/?utm_content=buffer559af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.theverge.com/2017/10/7/16438596/frequent-flyer-miles-hacking-churning-deals?utm_content=bufferb209b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/9to5mac/status/913070870221991936
[1] https://twitter.com/i/web/status/917945700205375491
[1] https://twitter.com/i/web/status/914819502826811393
[1] https://twitter.com/i/web/status/879912714654687232
[1] https://twitter.com/nytimes/status/914350682626514944
[1] https://twitter.com/i/web/status/913244463987904512
[1] https://images.google.co.uk/imgres?imgurl=https%3A%2F%2Fcdn.static-economist.com%2Fsites%2Fdefault%2Ffiles%2Fimages%2F2014%2F11%2Fblogs%2Fgulliver%2F20141122_blp504.jpg&imgrefurl=https%3A%2F%2Fwww.economist.com%2Fblogs%2Fgulliver%2F2014%2F11%2Fpassenger-satisfaction&docid=oZg_Ess4_liq6M&tbnid=9RXBCpFCjicqeM%3A&vet=1&w=595&h=335&hl=en-gb&source=sh%2Fx%2Fim

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/917528697921347584
[1] https://twitter.com/vp/status/917074120084516865
[1] https://twitter.com/i/web/status/917151124142149632
[1] http://tinyurl.com/y6vdnn96
[1] https://twitter.com/i/web/status/913887807164305409
[1] https://twitter.com/i/web/status/913869432388284416
[1] https://twitter.com/i/web/status/913889130416939008
[1] https://twitter.com/i/web/status/913865104394989568
[1] https://twitter.com/i/web/status/913652567694991360
[1] https://twitter.com/i/web/status/913595800604807168

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/914899198822146048

Top URLs in Tweet in G9:
[4] https://www.ausbt.com.au/qantas-now-lets-you-buy-gold-platinum-status-with-points
[3] https://www.ausbt.com.au/qantas-vs-virgin-australia-velocity-which-gold-should-you-hold
[2] https://www.ausbt.com.au/when-it-makes-sense-to-use-frequent-flyer-points-for-economy
[2] https://www.finder.com.au/frequent-flyer-fanatics-kathryn-drew
[1] https://www.ausbt.com.au/australia-s-best-dual-credit-card-account-westpac-altitude-black
[1] https://twitter.com/i/web/status/913174728189157376
[1] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=218730857
[1] http://www.qantas.com/freejoin
[1] https://twitter.com/i/web/status/916840158460239872
[1] https://twitter.com/i/web/status/914413581227233281

Top URLs in Tweet in G10:
[50] https://twitter.com/ABCPolitics/status/916081843799195648

Top Domains
Top Domains in Tweet in Entire Graph:
[1591] cinnabon.com
[461] twitter.com
[83] ift.tt
[46] theverge.com
[42] uproxx.com
[37] dlvr.it
[35] fb.me
[28] bit.ly
[27] cryptocoinsnews.com
[23] ow.ly

Top Domains in Tweet in G1:
[1589] cinnabon.com
[3] fb.me

Top Domains in Tweet in G2:
[119] twitter.com
[79] ift.tt
[33] dlvr.it
[26] fb.me
[18] bit.ly
[17] theverge.com
[16] ow.ly
[16] cryptocoinsnews.com
[12] google.com
[12] wordpress.com

Top Domains in Tweet in G4:
[22] twitter.com
[2] washingtonpost.com
[1] fb.me

Top Domains in Tweet in G5:
[40] uproxx.com
[7] twitter.com
[2] theverge.com
[1] co.uk

Top Domains in Tweet in G6:
[11] twitter.com
[1] tinyurl.com

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

Top Domains in Tweet in G9:
[14] com.au
[12] twitter.com
[1] qantas.com
[1] buff.ly
[1] bit.ly

Top Domains in Tweet in G10:
[50] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1604] bonvoyagesweeps
[77] travel
[63] tomprice
[52] teamdl
[29] win
[20] indianfootball
[14] fifau17wc
[12] ttot
[11] enter
[9] nowplaying



Top Hashtags in Tweet in G1:
[1595] bonvoyagesweeps
[29] win
[11] enter
[2] giveaway
[1] just
[1] entered
[1] air
[1] miles
[1] you
[1] too

Top Hashtags in Tweet in G2:
[12] travel
[7] tomprice
[6] bonvoyagesweeps
[5] news
[5] bitcoin
[5] tech
[3] bjj
[3] mma
[3] ufc
[3] jiujitsu

Top Hashtags in Tweet in G4:
[1] yourefired
[1] ripoffamericansmoney
[1] trumpcare
[1] trumpair

Top Hashtags in Tweet in G5:
[42] travel
[1] dca
[1] memphis
[1] frequent
[1] areyoukidding
[1] bonvoyagesweeps
[1] keepitup
[1] smh

Top Hashtags in Tweet in G6:
[5] fascist
[1] pence
[1] charlottesville
[1] ryanzinke
[1] govtwaste
[1] taxpayer
[1] fraud
[1] tomprice
[1] privateflights
[1] draintheswamp

Top Hashtags in Tweet in G8:
[52] tomprice
[52] teamdl

Top Hashtags in Tweet in G9:
[5] fffanatics
[4] rewardspoints
[3] paxex
[1] rewards
[1] velocity
[1] rewardsroundup
[1] travel
[1] ausbiz
[1] britishairways

Top Words
Top Words in Tweet in Entire Graph:
[3115] Words in Sentiment List#1: Positive
[635] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[63947] Non-categorized Words
[67698] Total Words
[3049] miles
[2349] air
[1748] frequent
[1706] 000
[1684] flyer

Top Words in Tweet in G1:
[1600] miles
[1599] air
[1599] cinnabon
[1597] 000
[1596] 100
[1595] bonvoyagesweeps
[1568] win
[1523] entered
[29] want
[27] give

Top Words in Tweet in G2:
[481] frequent
[469] miles
[467] flyer
[254] air
[94] fun
[89] hack
[89] profit
[67] up
[49] program
[49] 000

Top Words in Tweet in G3:
[110] juggling
[110] life
[110] w
[110] personal
[110] males
[110] online
[110] bitches
[110] doing
[110] movie
[110] everywhre

Top Words in Tweet in G4:
[55] frequent
[52] flyer
[32] miles
[30] realdonaldtrump
[16] air
[11] tom
[9] tedlieu
[9] paid
[8] price
[8] reptomprice

Top Words in Tweet in G5:
[78] frequent
[57] delta
[42] one
[42] travel
[42] changed
[41] happy
[40] marshacollier
[40] whoa
[40] rules
[40] flyers

Top Words in Tweet in G6:
[49] frequent
[49] flyer
[39] secpricemd
[25] hey
[24] miles
[17] altuspresssec
[15] potus
[10] vp
[9] good
[7] hhsgov

Top Words in Tweet in G7:
[77] entry
[77] 0506
[77] fashion
[77] blogger
[77] byulbh
[77] recalls
[77] rare
[77] encounter
[77] park
[77] chanyeol

Top Words in Tweet in G8:
[55] frequent
[55] flyer
[53] realdlhughley
[53] miles
[52] tomprice
[52] resigned
[52] head
[52] hhs
[52] good
[52] thing

Top Words in Tweet in G9:
[45] frequent
[45] flyer
[25] qantas
[15] points
[11] british_airways
[10] status
[9] gold
[9] number
[8] best
[7] ausbt

Top Words in Tweet in G10:
[50] apparently
[50] mnuchin
[50] frequent
[50] flyer
[50] swamp
[50] air
[49] ciaspygirl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2236] air,miles
[1682] frequent,flyer
[1640] 000,air
[1602] 100,000
[1567] miles,cinnabon
[1566] win,100
[1553] cinnabon,bonvoyagesweeps
[1521] entered,win
[731] flyer,miles
[121] miles,fun

Top Word Pairs in Tweet in G1:
[1599] air,miles
[1596] 100,000
[1595] 000,air
[1563] win,100
[1563] miles,cinnabon
[1549] cinnabon,bonvoyagesweeps
[1520] entered,win
[27] want,give
[27] give,100
[27] miles,honor

Top Word Pairs in Tweet in G2:
[466] frequent,flyer
[220] flyer,miles
[215] air,miles
[89] miles,fun
[89] fun,profit
[88] hack,frequent
[48] flyer,program
[36] grab,partners
[35] singapore,airlines
[35] turn,grabrewards

Top Word Pairs in Tweet in G3:
[110] juggling,life
[110] life,w
[110] w,personal
[110] personal,males
[110] males,online
[110] online,bitches
[110] bitches,doing
[110] doing,movie
[110] movie,everywhre
[110] everywhre,frequent

Top Word Pairs in Tweet in G4:
[52] frequent,flyer
[22] flyer,miles
[8] air,miles
[7] paid,tom
[7] tom,price's
[7] price's,air
[7] air,travel
[7] travel,frequent
[4] tom,price
[4] reptomprice,realdonaldtrump

Top Word Pairs in Tweet in G5:
[40] whoa,delta
[40] delta,changed
[40] changed,rules
[40] rules,frequent
[40] frequent,flyers
[40] flyers,one
[40] one,happy
[40] happy,travel
[39] marshacollier,whoa
[37] frequent,flyer

Top Word Pairs in Tweet in G6:
[49] frequent,flyer
[25] hey,frequent
[18] flyer,miles
[18] flyer,secpricemd
[17] altuspresssec,hey
[7] secpricemd,potus
[7] potus,hhsgov
[7] hhsgov,hey
[7] flyer,door
[7] door,hit

Top Word Pairs in Tweet in G7:
[77] entry,0506
[77] 0506,fashion
[77] fashion,blogger
[77] blogger,byulbh
[77] byulbh,recalls
[77] recalls,rare
[77] rare,encounter
[77] encounter,park
[77] park,chanyeol
[77] chanyeol,now

Top Word Pairs in Tweet in G8:
[55] frequent,flyer
[53] flyer,miles
[52] tomprice,resigned
[52] resigned,head
[52] head,hhs
[52] hhs,good
[52] good,thing
[52] thing,enough
[52] enough,frequent
[52] miles,fly

Top Word Pairs in Tweet in G9:
[45] frequent,flyer
[12] qantas,frequent
[10] flyer,points
[6] ausbt,qantas
[5] status,frequent
[4] qantas,vs
[4] vs,virgin
[4] virgin,australia
[4] australia,velocity
[4] velocity,airline

Top Word Pairs in Tweet in G10:
[50] apparently,mnuchin
[50] mnuchin,frequent
[50] frequent,flyer
[50] flyer,swamp
[50] swamp,air
[49] ciaspygirl,apparently

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@virginatlantic
@delta
@americanair
@tedlieu
@british_airways
@klm
@reptomprice
@bribillsfan
@politico

Top Replied-To in G1:
@cinnabon

Top Replied-To in G2:

Top Replied-To in G4:
@realdonaldtrump
@tedlieu
@reptomprice
@waltshaub
@reptedlieu
@gop
@presssec
@ninawalker99
@cubes52303904
@gentxray

Top Replied-To in G5:
@delta
@americanair
@jetblue
@gabrielleelynn
@thecfoalliance
@wowairsupport
@iaaboutca
@dbjhethcock
@couchbaron

Top Replied-To in G6:
@secpricemd
@vp
@time
@tmz
@foxnews
@realstaceydash
@cartoon_picture
@alyssa_milano
@leonbergers
@teapainusa

Top Replied-To in G8:
@ddale8
@realdlhughley

Top Replied-To in G9:
@british_airways
@woooz3r
@double_ccc
@sonowwhatq
@jarhead82_
@sophpasq
@mrsmimk
@gilwriteshere
@overingtonc

Top Mentioned
Top Mentioned in Entire Graph:
@cinnabon
@msfemboss
@promptcentral
@realdlhughley
@ciaspygirl
@delta
@marshacollier
@secpricemd
@lotusbiscoff
@mihirsv

Top Mentioned in G1:
@cinnabon
@lotusbiscoff
@nicoleschoice1
@oxkidox
@birdiebee52
@t3dogs
@budandboys
@jean56read

Top Mentioned in G2:
@djdarrellripley
@1236
@jcsk1949
@bemusedbackpack
@beercroissants
@abusybeeslife
@makeawishwi

Top Mentioned in G3:
@msfemboss

Top Mentioned in G4:
@realdonaldtrump
@stevenmnuchin1
@epascottpruitt
@annettegaudino
@reptomprice
@tedlieu
@potus
@secretaryzinke
@socalimilitia1
@donkeyarguing

Top Mentioned in G5:
@delta
@marshacollier
@americanair
@united
@mpg
@jetblue
@cinnabon
@benny_riva
@traveloneworld
@dallasbiznews

Top Mentioned in G6:
@secpricemd
@altuspresssec
@potus
@vp
@hhsgov
@watchprestrump
@de_foole
@jimdwrench
@lenadunham
@nancypelosi

Top Mentioned in G7:
@promptcentral

Top Mentioned in G8:
@realdlhughley
@joanvw09
@vp0818

Top Mentioned in G9:
@qantas
@virginaustralia
@ausbt
@british_airways
@amexau
@flybuys
@sallyatfinder
@richard280479
@westpac
@graemesimsion

Top Mentioned in G10:
@ciaspygirl

Top Tweeters
Top Tweeters in Entire Graph:
@parishatzi
@americanair
@dannyshooknews
@jal_official_jp
@taxtreats
@qxnews
@ntkrnow
@krunox123
@klm
@k3shtk4r

Top Tweeters in G1:
@dinaj
@ami_tvdfan
@textiff
@laxer1215
@natmmom
@birdiebee52
@rychepet
@tamarabenningto
@correyhope
@lorileal1

Top Tweeters in G2:
@parishatzi
@dannyshooknews
@taxtreats
@ntkrnow
@krunox123
@k3shtk4r
@rhaf_hq
@deepplaylist
@marketstocknews
@zyitegadgets

Top Tweeters in G3:
@nmconflagrtnioa
@msfemboss
@xopauiyy
@bbe_evnste
@ddrtmedia
@bofsignlas
@nywwomann
@ardioseanrynaz
@fokt_m
@nyprintpartsern

Top Tweeters in G4:
@cbsnews
@nbcnews
@77captainmarvel
@birdiealways
@trashychic
@jasonlacanfora
@dianerocks52
@_metafizik
@i_am_here_still
@katiem616

Top Tweeters in G5:
@americanair
@united
@toyota_venza
@delta
@jetblue
@marshacollier
@carterjamss
@tasalinas
@stevegagne99
@nissan__xterra

Top Tweeters in G6:
@thepoliticalcat
@foxnews
@jimdwrench
@time
@tmz
@trumpsfantasy
@omyword
@afrostateofmind
@teapainusa
@davidcorndc

Top Tweeters in G7:
@wuushixuns
@pettyeolz
@ilovebaekhyun56
@bbhvocals
@channie__baek
@cbaequeen
@xinglayed
@toffeebaek
@ilovexochanbaek
@chanboxian

Top Tweeters in G8:
@dancas2
@kushkandy95
@harveyjkaye
@keepitrealtea
@shondi99
@dominica_mora
@beatlebabe49
@answerallman
@joanvw09
@bradwelljames

Top Tweeters in G9:
@british_airways
@qantas
@flight_refunds
@financialreview
@sbsnews
@virginaustralia
@winsordobbin
@nicchristensen
@ramadan_besim
@wgabroad

Top Tweeters in G10:
@loulachat
@mimi_x4
@lindalawrey
@dovewoman1
@bukiwilliams
@funnygirllee
@jdanton
@pookoo_2000
@privacydigest
@pgmckim