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@klm_2017-10-12_07-04-12.xlsx
@klm_2017-10-12_07-04-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2017
Short Description:
@klm via NodeXL http://bit.ly/2i7j6qS
@klm
@sopitas
@jude_mugabi
@eloisemailloux
@hexaquark
@nlinsouthafrica
@flight_refunds
@verdouwmarieke

Description:
Description
The graph represents a network of 4,254 Twitter users whose tweets in the requested range contained "@klm", 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 14:06 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 4-day, 3-hour, 15-minute period from Saturday, 07 October 2017 at 20:34 UTC to Wednesday, 11 October 2017 at 23:49 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 : 4254
Unique Edges : 7179
Edges With Duplicates : 2489
Total Edges : 9668
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0165049766914451
Reciprocated Edge Ratio : 0.0324739712444224
Connected Components : 6
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 4249
Maximum Edges in a Connected Component : 9663
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.157521
Graph Density : 0.000445936500366842
Modularity : 0.418524
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[45] http://r.socialstudio.radian6.com/c62e39cb-c768-4f09-81c2-902fada98519
[35] http://r.socialstudio.radian6.com/55e69388-5b67-433e-9bb1-24c684f89e04
[28] https://desdeelpatioblog.com/2017/10/08/klm-y-sus-98-anos-de-vida/
[22] http://r.socialstudio.radian6.com/1b288b87-d13a-4099-9b8b-617f08618c14
[20] http://r.socialstudio.radian6.com/640cae55-fabc-4840-ba80-a347f2c12b5b
[18] https://twitter.com/sopitas/status/917860014047580160
[17] https://www.amsterdam-dance-event.nl/flight/?utm_source=KLM
[17] Flight
[17] -
[17] Twitter

Top URLs in Tweet in G1:
[38] http://r.socialstudio.radian6.com/c62e39cb-c768-4f09-81c2-902fada98519
[35] http://r.socialstudio.radian6.com/55e69388-5b67-433e-9bb1-24c684f89e04
[20] http://r.socialstudio.radian6.com/1b288b87-d13a-4099-9b8b-617f08618c14
[19] http://r.socialstudio.radian6.com/640cae55-fabc-4840-ba80-a347f2c12b5b
[18] https://twitter.com/sopitas/status/917860014047580160
[16] https://www.amsterdam-dance-event.nl/flight/?utm_source=KLM
[16] Flight
[16] -
[16] Twitter
[16] Post&utm_medium=Social&utm_campaign=ADE

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/917861523988545537
[1] https://twitter.com/i/web/status/917874056577388545
[1] https://twitter.com/i/web/status/918171247057559553
[1] https://twitter.com/i/web/status/917861513398013952
[1] https://twitter.com/i/web/status/918118949266558979
[1] https://twitter.com/i/web/status/917888112579182592
[1] https://twitter.com/i/web/status/917862748901425152
[1] https://twitter.com/i/web/status/917867487223582721
[1] https://twitter.com/i/web/status/917887786744778752
[1] https://twitter.com/i/web/status/918117800564219904

Top URLs in Tweet in G3:
[8] https://twitter.com/javotowers/status/917190550075428864
[2] https://twitter.com/corona_futbol/status/917868343000027136
[1] https://twitter.com/i/web/status/917899838011904000
[1] https://twitter.com/i/web/status/918149724368179200
[1] https://twitter.com/i/web/status/917856163340763136
[1] https://twitter.com/i/web/status/918147517929480193
[1] https://twitter.com/i/web/status/917854725667741696
[1] https://twitter.com/i/web/status/917983624426852353
[1] https://twitter.com/i/web/status/917852938898427906
[1] https://twitter.com/i/web/status/918006652263116800

Top URLs in Tweet in G4:
[9] http://www.secretflying.com/posts/london-uk-tokyo-japan-367-roundtrip/
[8] http://www.secretflying.com/posts/new-york-usa-thessaloniki-greece-480-roundtrip/
[6] http://ir.shareaholic.com/e?a=1&u=https://www.commdiginews.com/travel/air-france-klm-the-friendlier-skies-of-international-travel-94616/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[5] http://www.secretflying.com/posts/many-uk-cities-osaka-japan-350-roundtrip/
[5] https://cointelegraph.com/news/major-global-air-transport-player-eyes-blockchain-technology-for-maintenance-and-repair-system-monitoring
[3] http://www.secretflying.com/posts/many-uk-cities-tokyo-japan-335-roundtrip/
[3] http://www.secretflying.com/posts/german-cities-taipei-taiwan-e367-roundtrip/
[3] http://www.secretflying.com/posts/dublin-ireland-montreal-canada-e271-roundtrip/
[3] http://www.secretflying.com/posts/chicago-stavanger-norway-453-roundtrip/
[3] http://www.secretflying.com/posts/manchester-uk-to-toronto-canada-for-only-355-roundtrip/

Top URLs in Tweet in G5:
[2] https://www.pscp.tv/w/bKof7TFZTEVKWmRPb2VFTm58MWdxeHZPalhPb2VLQj8Z4rgJBW9Z0i6wZ2CxeChU9QaWZUMLsihMxrMaymLO
[1] https://twitter.com/i/web/status/917887803802910720
[1] https://twitter.com/i/web/status/917794152007585792
[1] https://twitter.com/i/web/status/917913607983288322
[1] https://twitter.com/GRlMALDI/status/917862205806149632

Top URLs in Tweet in G6:
[28] https://desdeelpatioblog.com/2017/10/08/klm-y-sus-98-anos-de-vida/
[4] http://airlinemaps.tumblr.com/post/166216075377/sfomuseum-onthisday-in-1919-klm-koninklijke
[2] https://www.viajeroscallejeros.com/lugares-que-visitar-bali/
[2] http://r.socialstudio.radian6.com/c62e39cb-c768-4f09-81c2-902fada98519
[1] https://twitter.com/i/web/status/917911494662213632
[1] https://twitter.com/i/web/status/918038060604055552
[1] https://twitter.com/i/web/status/916772966440013824
[1] https://twitter.com/i/web/status/916752710199803905
[1] https://twitter.com/i/web/status/917842389158514688
[1] http://www.skyscrapercity.com/showpost.php?p=135451299&postcount=5089

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/917914881365458944
[1] https://twitter.com/i/web/status/917973596206706689

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/917860910357729280
[1] https://twitter.com/i/web/status/917878873764892672
[1] https://twitter.com/i/web/status/918008042993733632
[1] https://twitter.com/i/web/status/917983283362910208
[1] https://twitter.com/i/web/status/917903617629343751

Top URLs in Tweet in G10:
[4] https://www.youtube.com/watch?v=NK-T_t166TY
[1] http://r.socialstudio.radian6.com/c62e39cb-c768-4f09-81c2-902fada98519
[1] http://r.socialstudio.radian6.com/1b288b87-d13a-4099-9b8b-617f08618c14
[1] https://www.youtube.com/watch?v=NK-T_t166TY&sns=tw
[1] https://twitter.com/i/web/status/917759572500254720

Top Domains
Top Domains in Tweet in Entire Graph:
[373] twitter.com
[132] radian6.com
[46] secretflying.com
[28] desdeelpatioblog.com
[17] youtube.com
[17] amsterdam-dance-event.nl
[11] klm.com
[9] adweek.com
[7] vrfocus.com
[6] shareaholic.com

Top Domains in Tweet in G1:
[162] twitter.com
[122] radian6.com
[16] amsterdam-dance-event.nl
[11] klm.com
[8] youtube.com
[7] vrfocus.com
[6] airlinegeeks.com
[5] adweek.com
[3] trendsmap.com
[2] twimg.com

Top Domains in Tweet in G2:
[17] twitter.com

Top Domains in Tweet in G3:
[42] twitter.com
[1] fb.me

Top Domains in Tweet in G4:
[70] twitter.com
[46] secretflying.com
[6] shareaholic.com
[5] cointelegraph.com
[3] flickr.com
[2] radian6.com
[2] flightglobal.com
[2] wikimedia.org
[2] aeronews.ro
[1] co.uk

Top Domains in Tweet in G5:
[4] twitter.com
[2] pscp.tv

Top Domains in Tweet in G6:
[28] desdeelpatioblog.com
[15] twitter.com
[4] tumblr.com
[3] radian6.com
[2] viajeroscallejeros.com
[1] skyscrapercity.com

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

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

Top Domains in Tweet in G10:
[5] youtube.com
[2] radian6.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[405] noerapenal
[150] karma
[101] holanda
[58] netherlands
[49] rusia2018
[43] mexico
[40] klm
[40] fifaworldcup2018
[29] vacature
[28] byerobben



Top Hashtags in Tweet in G1:
[139] noerapenal
[52] holanda
[29] vacature
[27] klm98jaar
[22] rusia2018
[16] nedmex
[14] klm
[13] karma
[10] nohaymundial
[9] netherlands

Top Hashtags in Tweet in G2:
[5] noerapenal
[2] misóginodeciudad
[2] poresocriticanalmexicano
[2] russia2018
[2] selasiguenpelando
[2] robben
[1] expuesto
[1] rusia2018
[1] ingensu
[1] holanda

Top Hashtags in Tweet in G3:
[192] noerapenal
[133] karma
[28] byerobben
[26] holanda
[22] rusia2018
[19] russia2018
[12] netherlands
[7] adiosamigos
[7] nedmex
[7] mexico

Top Hashtags in Tweet in G4:
[13] klm
[12] noerapenal
[8] dontflyklm
[7] travel
[6] ams
[5] food
[5] avgeek
[5] blockchain
[5] in
[5] dlt

Top Hashtags in Tweet in G5:
[42] noerapenal
[31] netherlands
[31] mexico
[31] fifaworldcup2018
[16] holanda
[4] worldcup2018
[4] vivaméxico
[3] niperdononiolvido
[2] cheaterrobben
[2] simplilive

Top Hashtags in Tweet in G6:
[13] guayaquil
[13] b747
[13] quito
[11] klm
[8] klmbirthdaywishes
[7] happybirthday
[2] bali
[2] indonesia
[2] klmtraveler
[2] ad

Top Hashtags in Tweet in G7:
[12] holandasinmundial
[3] noerapenal
[2] rusia2018
[2] holanda
[1] russia2018worldcup
[1] méxico
[1] greetingsfromméxico

Top Hashtags in Tweet in G9:
[1] klm
[1] china

Top Hashtags in Tweet in G10:
[14] prsaicon
[6] prssanc
[3] worldclassservice
[1] reputation
[1] prsaicon2017

Top Words
Top Words in Tweet in Entire Graph:
[1020] Words in Sentiment List#1: Positive
[779] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[65314] Non-categorized Words
[67113] Total Words
[5420] klm
[1175] sopitas
[1144] hey
[1068] esto
[1055] ustedes

Top Words in Tweet in G1:
[2425] klm
[289] 98
[214] flight
[173] years
[164] flown
[141] met
[139] noerapenal
[137] ik
[126] new
[117] amigos

Top Words in Tweet in G2:
[1162] klm
[1143] sopitas
[1031] hey
[1030] esto
[1028] ustedes
[26] yomellamo_pablo
[22] elkenny_
[21] korno
[19] koottech
[19] aldo_salomon

Top Words in Tweet in G3:
[525] klm
[292] knvb
[252] amigos
[192] noerapenal
[173] karma
[128] arjenrobben
[126] cancelled
[124] russia
[120] world
[120] cup

Top Words in Tweet in G4:
[616] klm
[156] flight
[86] schiphol
[66] airfrance
[63] cancelled
[53] delayed
[52] roundtrip
[39] secretflying
[36] delta
[34] flights

Top Words in Tweet in G5:
[109] klm
[43] lumberparker
[42] noerapenal
[34] karma
[34] bye
[32] mexico
[31] remember
[31] called
[31] netherlands
[31] fifaworldcup2018

Top Words in Tweet in G6:
[133] klm
[37] 98
[35] sus
[32] vida
[31] pablok75
[31] cumpleaños
[29] aviones
[29] utilizados
[29] largo
[29] años

Top Words in Tweet in G7:
[31] klm
[14] hey
[13] irenecido
[12] planning
[12] cancel
[12] flights
[12] russia
[12] next
[12] year
[12] asking

Top Words in Tweet in G8:
[22] klm
[21] klm_us
[14] mspairport
[14] friendly
[14] reminder
[14] 787
[14] dreamliner
[14] service
[14] msp
[14] amsterdam

Top Words in Tweet in G9:
[17] klm
[16] fia_wtcc
[15] ziggosportf1
[15] bubbelmedia
[15] kaasvoorkerels
[15] maxxis_tyres
[15] maxxistires
[12] tomcoronel
[4] tom
[3] safe

Top Words in Tweet in G10:
[26] klm
[14] prsaicon
[12] jaybaer
[8] video
[6] prssanc
[5] service
[5] lost
[5] found
[4] airline
[4] beagle

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1124] hey,klm
[1057] klm,esto
[1055] esto,ustedes
[1054] sopitas,hey
[201] klm,98
[175] 98,years
[169] years,flown
[151] world,cup
[133] amigos,klm
[119] amigos,knvb

Top Word Pairs in Tweet in G1:
[195] klm,98
[169] 98,years
[163] years,flown
[97] looking,forward
[94] klm,send
[93] direct,message
[92] forward,having
[92] having,board
[92] board,please
[92] please,follow

Top Word Pairs in Tweet in G2:
[1031] hey,klm
[1028] klm,esto
[1028] esto,ustedes
[1027] sopitas,hey
[68] sopitas,klm
[22] elkenny_,klm
[21] sopitas,korno
[21] korno,klm
[19] aldo_salomon,sopitas
[14] yomellamo_pablo,sopitas

Top Word Pairs in Tweet in G3:
[120] world,cup
[118] amigos,knvb
[112] cancelled,russia
[112] cup,amigos
[91] klm,knvb
[86] klm,flights
[85] pakouriel,klm
[84] knvb,karma
[84] karma,noerapenal
[83] flights,cancelled

Top Word Pairs in Tweet in G4:
[49] roundtrip,klm
[42] klm,airfrance
[25] klm,flight
[25] schiphol,klm
[19] airfrance,klm
[17] flight,cancelled
[17] klm,delta
[16] flight,delayed
[13] mega,post
[13] uk,cities

Top Word Pairs in Tweet in G5:
[43] lumberparker,klm
[31] klm,remember
[31] remember,called
[31] called,karma
[31] karma,netherlands
[31] netherlands,mexico
[31] mexico,fifaworldcup2018
[31] fifaworldcup2018,noerapenal
[15] bye,bye
[14] bye,holanda

Top Word Pairs in Tweet in G6:
[32] sus,98
[29] cumpleaños,klm
[29] klm,aviones
[29] aviones,utilizados
[29] utilizados,largo
[29] largo,sus
[29] 98,años
[29] años,vida
[29] vida,post
[28] pablok75,cumpleaños

Top Word Pairs in Tweet in G7:
[14] hey,klm
[12] klm,planning
[12] planning,cancel
[12] cancel,flights
[12] flights,russia
[12] russia,next
[12] next,year
[12] year,asking
[12] asking,holandasinmundial
[11] irenecido,hey

Top Word Pairs in Tweet in G8:
[15] klm,klm_us
[14] friendly,reminder
[14] reminder,klm
[14] klm_us,787
[14] 787,dreamliner
[14] dreamliner,service
[14] service,msp
[14] msp,amsterdam
[14] amsterdam,begins
[14] begins,oct

Top Word Pairs in Tweet in G9:
[15] fia_wtcc,ziggosportf1
[15] ziggosportf1,klm
[15] klm,bubbelmedia
[15] bubbelmedia,kaasvoorkerels
[15] kaasvoorkerels,maxxis_tyres
[15] maxxis_tyres,maxxistires
[12] tomcoronel,fia_wtcc
[2] maxxistires,safe

Top Word Pairs in Tweet in G10:
[7] video,prsaicon
[5] klm,lost
[5] lost,found
[4] cision,jaybaer
[4] here's,klm
[4] found,service
[4] service,video
[4] prsaicon,prssanc
[3] jaybaer,plays
[3] plays,klm

Top Replied-To
Top Replied-To in Entire Graph:
@klm
@sopitas
@koottech
@tomcoronel
@knvb
@tha_rami
@omarvv9
@lumberparker
@yomellamo_pablo
@arjenrobben

Top Replied-To in G1:
@klm
@tha_rami
@harikondabolu
@brittartlnieuws
@mariekenos
@highfly71
@lizbethcaro07
@timdouwsma
@mathscho
@bas_vandersande

Top Replied-To in G2:
@sopitas
@koottech
@klm
@yomellamo_pablo
@aldo_salomon
@mendozaaslan84
@aguzmeow
@periodistamuyx
@sorlak_15
@setanger

Top Replied-To in G3:
@klm
@knvb
@arjenrobben
@omarvv9
@klm_mx
@profesordoval
@elgusrodriguez
@pakouriel
@yoloommen
@josesomor26

Top Replied-To in G4:
@klm
@tbcorporate
@airfrance
@schiphol
@mggttaylor
@placekat
@robfagan
@yasserburgan
@martindelp
@motaz_777

Top Replied-To in G5:
@klm
@lumberparker
@kayafca_
@wings_around
@vaassjemmen
@simpliflying
@danielgaviardz

Top Replied-To in G6:
@klm
@klm_es
@vadeaviones
@pablok75
@yodigonirawei
@mejorvuelo
@adrianratam
@lagabyta25
@de_aviacion

Top Replied-To in G7:
@klm
@irenecido
@marianot19
@danielg46135455
@lopezdoriga

Top Replied-To in G8:
@mspairport
@airfranceuk

Top Replied-To in G9:
@tomcoronel
@moniquedekroon2
@edwinwagenaar
@neiltalktalk

Top Replied-To in G10:
@kdrinkwine
@cision
@heyratty
@klm

Top Mentioned
Top Mentioned in Entire Graph:
@klm
@sopitas
@knvb
@arjenrobben
@pakouriel
@klm_mx
@schiphol
@airfrance
@onsoranje
@lumberparker

Top Mentioned in G1:
@klm
@luis_wally
@garciagomez2
@shiwantsthec
@ade_nl
@mariekenos
@keryruiz
@lizbethcaro07
@jvr_spotter
@harikondabolu

Top Mentioned in G2:
@klm
@sopitas
@elkenny_
@korno
@yomellamo_pablo
@aldo_salomon
@theonejaymorris
@pp_ortega
@koottech
@mendozaaslan84

Top Mentioned in G3:
@klm
@knvb
@arjenrobben
@pakouriel
@klm_mx
@onsoranje
@omarvv9
@elgusrodriguez
@chamarooney
@ernie3105

Top Mentioned in G4:
@klm
@schiphol
@airfrance
@secretflying
@delta
@klm_uk
@suzanne_gl
@klm_press
@british_airways
@boeing

Top Mentioned in G5:
@klm
@lumberparker
@danielgaviardz
@fifaworldcup
@elier_perez5
@wisovazquez
@paoopalooza
@sopitas
@kayafca_
@fly2ohare

Top Mentioned in G6:
@klm
@pablok75
@klm_es
@ecuavphoto
@aeromundoavgeek
@n_larenas
@vadeaviones
@klm_ar
@esquilo67
@binarylife_ltd

Top Mentioned in G7:
@klm
@irenecido
@sopitas
@reforma
@lopezdoriga
@arjenrobben
@dutchsoccer
@record_mexico
@tdn_twit
@futpicante

Top Mentioned in G8:
@klm
@klm_us
@mspairport
@airfranceuk
@averdinngeles

Top Mentioned in G9:
@fia_wtcc
@klm
@ziggosportf1
@bubbelmedia
@kaasvoorkerels
@maxxis_tyres
@maxxistires

Top Mentioned in G10:
@klm
@jaybaer
@cision
@prsa
@heyratty
@mrico_nw
@taylor_bishop6
@rmravellette
@youtube
@alaskaair

Top Tweeters
Top Tweeters in Entire Graph:
@ns_online
@klm
@united
@british_airways
@bangtarn
@cerrosantaana
@wild_horse68
@jude_mugabi
@jbboats
@delta

Top Tweeters in G1:
@ns_online
@klm
@bangtarn
@cerrosantaana
@wild_horse68
@jbboats
@suzettepetillo
@green_forest8
@steventeaster
@fishzyn_

Top Tweeters in G2:
@rodrigohs98
@sopitas
@bennyrjz
@empagon
@charlybwn
@gobi3_1
@jpker
@rocanlover96
@pablovidalc
@el_fedexmg

Top Tweeters in G3:
@td_deportes
@fishtrenado
@sora_02
@rondasx
@karlozzx
@sancadillanorte
@aztecadeportes
@sancadilla
@davisinho27dm
@ingriddiamond

Top Tweeters in G4:
@united
@british_airways
@delta
@southwestair
@telegraaf
@jetblue
@easyjet
@avgeekretweeter
@airlineflyer
@hiltonitz

Top Tweeters in G5:
@hippielola
@aruln27
@kareliszixga
@joannaagui
@plumadesignands
@lupitapinky
@bryanlaca
@jesusbritto
@paoopalooza
@oliversantos_10

Top Tweeters in G6:
@sfquito
@ricardomedinao
@carlosatolosa
@n_larenas
@pablok75
@edelweiss330
@controladores
@aero_boydel
@vitouiomad
@e_russell

Top Tweeters in G7:
@record_mexico
@tdn_twit
@reforma
@espnmx
@lopezdoriga
@eltraconis
@tavongon
@victorokie
@marianot19
@sidevil007

Top Tweeters in G8:
@rebeca2402
@palomafreak
@user47
@airfranceuk
@curtandrewsjr
@alzamorasc
@m_alesiro
@jsack_dude
@mspairport
@centinelaformos

Top Tweeters in G9:
@brigittvb
@tomcoronel
@fia_wtcc
@fannyta0627
@kempergerrie
@maxxis_tyres
@davidnoels
@neiltalktalk
@salumeduardo
@stevenhcarlisle

Top Tweeters in G10:
@alaskaair
@heyratty
@cision
@jaybaer
@youtube
@sradick
@prsa
@jamiefloer
@reputationista
@chinrichsen_su