The graph represents a network of 2,636 Twitter users who were replied to, retweeted, mentioned or mentioned-in-retweet in those tweets, taken from the "export_MasterDemo_AirFrance_4KjQoRdX.xlsx" data set with 2,263 tweets. The network was obtained from Talkwalker on Thursday, 27 July 2023 at 15:55 UTC.
The tweets in the network were tweeted over the 2-day, 11-hour, 26-minute period from Sunday, 18 June 2023 at 00:03 UTC to Tuesday, 20 June 2023 at 11:29 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "mention-in-retweet" relationship in a tweet, and a self-loop edge for each tweet that is not one of the above.
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.
The edge colors are based on edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on in-degree values.
Overall Graph Metrics:
Vertices: 2636
Unique Edges: 2291
Edges With Duplicates: 3215
Total Edges: 5506
Self-Loops: 514
Reciprocated Vertex Pair Ratio: 0.00475482912332838
Reciprocated Edge Ratio: 0.00946465542738835
Connected Components: 422
Single-Vertex Connected Components: 173
Maximum Vertices in a Connected Component: 1418
Maximum Edges in a Connected Component: 3781
Maximum Geodesic Distance (Diameter): 13
Average Geodesic Distance: 4.695888
Graph Density: 0.000486764777867679
Modularity: 0.541887
NodeXL Version: 1.0.1.517
Top 10 Vertices, Ranked by Betweenness Centrality:
airfrance
cherryssherry
airfrancefr
afnewsroom
ryanair
goughmonet
_zachfoster
airbus
airjournal
kaly_sato
Top URLs in Tweet in Entire Graph:
[123]
https://twitter.com/aydinomer/status/1670847812131487744/photo/1[106]
https://www.franceguyane.fr/actualite/economie-consommation/la-guyane-reliee-a-roissy-au-lieu-de-orly-des-le-29-octobre-940720.php[72]
https://twitter.com/telematin/status/1670672762933739520/video/1[51]
https://twitter.com/afnewsroom/status/1670791751240491013/video/1[43]
http://bit.ly/rai3diretta[43]
https://twitter.com/reportrai3/status/1670896340954681345/video/1[41]
https://worldisraelnews.com/were-approaching-palestine-ryanair-announces-on-tel-aviv-bound-flight/
[40]
https://twitter.com/_zachfoster/status/1669074466012274692/photo/1[32]
https://twitter.com/kojima_hideo/status/1670589882190954496/photo/1[19]
https://twitter.com/olivierhoarau/status/1670769262225420294/photo/1Top URLs in Tweet in G1:
[51]
https://twitter.com/afnewsroom/status/1670791751240491013/video/1[19]
https://twitter.com/michaelkelly707/status/1670372276594790400/photo/1[17]
http://dlvr.it/sqtc5k[17]
https://twitter.com/airjournal/status/1670690016438423554/photo/1[14]
http://dlvr.it/sqtvhb[14]
https://twitter.com/airjournal/status/1670675557363879936/photo/1[12]
https://twitter.com/aaf_aviation/status/1670388655402233856/video/1[9]
https://twitter.com/olivierhoarau/status/1670769262225420294/photo/1[9]
https://twitter.com/nihed_b/status/1670356409215483907/photo/1[8]
https://aeroreport.de/en/aviation/flying-in-the-concorde-the-fastest-of-passenger-jetsTop URLs in Tweet in G3:
[14]
https://globe.adsbexchange.com/?icao[4]
https://goto.pt/fa/afr079[3]
https://flightaware.com/live/flight/afr253/history/20230618/0130z/vvts/lfpg[3]
https://goto.pt/fa/afr072[3]
https://goto.pt/fa/afr065[2]
https://www.capital.fr/votre-carriere/air-france-safran-airbus-ces-entreprises-qui-recrutent-au-salon-du-bourget-1471746[2]
https://bit.ly/airfrance40ans[2]
https://twitter.com/adoncely/status/1670447502611324929/photo/1[2]
https://twitter.com/lavigieeveillee/status/1670324233249992704/photo/1[2]
https://goto.pt/fa/afr069Top URLs in Tweet in G4:
[105]
https://www.franceguyane.fr/actualite/economie-consommation/la-guyane-reliee-a-roissy-au-lieu-de-orly-des-le-29-octobre-940720.php[10]
https://twitter.com/olivierhoarau/status/1670769262225420294/photo/1[4]
https://twitter.com/outremers360/status/1671069297047633920/photo/1[4]
https://twitter.com/jbl971/status/1670823004358549504/photo/1[3]
https://twitter.com/niggativebts/status/1431280152357523456/video/1[2]
https://twitter.com/tyek000n/status/1669838207289106435/photo/1[2]
https://twitter.com/jeanliou/status/1670342751555055617/photo/1[1]
https://twitter.com/chretienrappel/status/1670878988149956609?s[1]
https://twitter.com/cyriellerst/status/1670843144718499853/photo/1[1]
https://twitter.com/jesuislaure/status/1670077839717068802/photo/1Top URLs in Tweet in G5:
[7]
https://www.transportenvironment.org/discover/pigs-do-fly-the-rise-of-animal-fats-in-european-transport/
[7]
https://twitter.com/ruudhteb/status/1670319865029115905/photo/1[6]
https://www.aerotelegraph.com/transavia-beschaeftige-azubis-als-flugbegleitende-zum-praktikantengehalt[4]
https://twitter.com/leobarnier/status/1670788126061543425/photo/1[4]
https://indiaoutbound.info/aviation/sustainable-aviation-fuel-air-france-klm-bought-17-pc-of-global-saf-sales-in-2022/#
[3]
https://twitter.com/gate7aviation/status/1669978186078371840/photo/1[2]
https://www.gate7.online/post/air-france-klm-s-engage-pour-les-carburants-d-aviation-durable-premier-levier-de-d%c3%a9carbonation[2]
https://www.ohchr.org/fr/news/2022/03/dialogue-qatar-experts-human-rights-committee-commend-legislative-revision-efforts-and[2]
https://twitter.com/fromsopi/status/1670504702088290308/photo/1[2]
https://insurgentepress.com.mx/air-france-klm-supera-previsiones-de-ingresos-tras-las-fuertes-reservas-de-verano/
Top URLs in Tweet in G6:
[123]
https://twitter.com/aydinomer/status/1670847812131487744/photo/1Top URLs in Tweet in G7:
[3]
https://www.flightdelayclaim.com[2]
https://www.flightdelayclaim.com/
[1]
https://twitter.com/claimdelay/status/1671052817543446528/photo/1[1]
https://twitter.com/claimdelay/status/1670537481437995011/photo/1[1]
https://twitter.com/claimdelay/status/1670802280331747329/photo/1[1]
https://twitter.com/claimdelay/status/1670802320672673792/photo/1[1]
https://twitter.com/claimdelay/status/1670803701647171585/photo/1[1]
https://www.linkedin.com/posts/troy-brunk_parisairshow-activity-7076559215380598784-v_1i?utm_source[1]
https://twitter.com/_zachfoster/status/1669074466012274692[1]
https://worldisraelnews.com/were-approaching-palestine-ryanair-announces-on-tel-aviv-bound-flight/
Top URLs in Tweet in G8:
[72]
https://twitter.com/telematin/status/1670672762933739520/video/1Top URLs in Tweet in G9:
[39]
https://worldisraelnews.com/were-approaching-palestine-ryanair-announces-on-tel-aviv-bound-flight/
[39]
https://twitter.com/_zachfoster/status/1669074466012274692/photo/1[8]
https://twitter.com/_zachfoster/status/1669074467832700932/photo/1[1]
https://twitter.com/omar_quraishi/status/1670472417297276928?sTop URLs in Tweet in G10:
[14]
https://twitter.com/giniesigonney/status/1670390224772366342/video/1[12]
https://l.leparisien.fr/2gvh[10]
https://twitter.com/captainlacroute/status/1670703971307081729/photo/1[2]
https://www.leparisien.fr/economie/les-ambitions-de-benjamin-smith-le-patron-dair-france-klm-devenir-le-champion-de-laviation-durable-18-06-2023-wjdktmnufzhojoooa45nvibf5u.php?utm_campaign[2]
https://twitter.com/marcleflour/status/1670688896491954177/photo/1[2]
http://ohlalair.canalblog.com/archives/2023/06/09/39936964.html[2]
https://twitter.com/ohlalair/status/1667467310699884544/photo/1[2]
https://twitter.com/giniesigonney/status/1669603482700075008/photo/1[1]
https://twitter.com/afnewsroom/status/1671084609877024768/photo/1[1]
https://www.leparisien.fr/economie/les-ambitions-de-benjamin-smith-le-patron-dair-france-klm-devenir-le-champion-de-laviation-durable-18-06-2023-wjdktmnufzhojoooa45nvibf5u.php?xtorTop Domains in Tweet in Entire Graph:
[895] twitter.com
[106]
www.franceguyane.fr[56] dlvr.it
[48] bit.ly
[41] worldisraelnews.com
[18] goto.pt
[17] l.leparisien.fr
[14] globe.adsbexchange.com
[9] lnkd.in
[8] aeroreport.de
Top Domains in Tweet in G1:
[216] twitter.com
[40] dlvr.it
[8] aeroreport.de
[6] fr.m.wikipedia.org
[4] flightreviews.net
[3]
www.aeroroutes.com[3] l.leparisien.fr
[2]
www.gate7.online[2] flightaware.com
[2]
www.latribune.frTop Domains in Tweet in G3:
[48] twitter.com
[18] goto.pt
[14] globe.adsbexchange.com
[8] lnkd.in
[4] dlvr.it
[3] bit.ly
[3] flightaware.com
[2] ift.tt
[2]
www.capital.fr[2]
www.americanexpress.comTop Domains in Tweet in G4:
[105]
www.franceguyane.fr[33] twitter.com
[1] corporate.airfrance.com
[1] bitly.ws
Top Domains in Tweet in G5:
[24] twitter.com
[7]
www.transportenvironment.org[6]
www.aerotelegraph.com[4] indiaoutbound.info
[2]
www.gate7.online[2]
www.ohchr.org[2] insurgentepress.com.mx
[1]
www.nrc.nl[1] wwws.airfrance.in
[1]
www.secretflying.comTop Domains in Tweet in G6:
[123] twitter.com
Top Domains in Tweet in G7:
[10] twitter.com
[5]
www.flightdelayclaim.com[1]
www.linkedin.com[1] worldisraelnews.com
[1] loyaltylobby.com
[1] bit.ly
Top Domains in Tweet in G8:
[72] twitter.com
Top Domains in Tweet in G9:
[48] twitter.com
[39] worldisraelnews.com
Top Domains in Tweet in G10:
[35] twitter.com
[13] l.leparisien.fr
[4]
www.leparisien.fr[2] ohlalair.canalblog.com
[1] leparisien.fr
Top Hashtags in Tweet in Entire Graph:
[219] airfrance
[116] a220
[90] parisairshow
[87] pas23
[72] les4v
[53] lebourget
[48] aviation
[44] report
[43] rai3
[40] avgeek
Top Hashtags in Tweet in G1:
[115] a220
[87] airfrance
[85] parisairshow
[82] pas23
[53] lebourget
[31] atr72
[24] avgeek
[19] azul
[19] volocopter
[18] vezelay
Top Hashtags in Tweet in G3:
[30] airfrance
[14] planefence
[14] adsb
[11] cdg
[9] jfk
[7] zapdostothemoon
[5] lola
[5] kaldırkafanı
[4] klm
[4] afr079
Top Hashtags in Tweet in G4:
[20] vezelay
[14] airfrance
[11] avgeek
[10] boeing777
[10] lareunion
[4] aérien
[4] cayenne
[3] airfrancefail
[2] horrible
[1] missingluggage
Top Hashtags in Tweet in G5:
[9] airfrance
[7] biokerosine
[6] transavia
[4] pas23
[4] io
[2] klm
[2] eccb4095ee5658
[2] krimpklm
[2] stopdehub
[2] graaiers
Top Hashtags in Tweet in G7:
[5] airfrance
[3] travel
[3] flightdelay
[3] london
[2] flights
[2] holidays
[2] paris
[2] flight
[2] nice
[2] salondubourget
Top Hashtags in Tweet in G8:
[72] les4v
Top Hashtags in Tweet in G10:
[26] aviation
[17] airfrance
[16] aviationdaily
[16] aviationlife
[16] aviationlovers
[16] aviationphotography
[14] travel
[14] travelblogger
[14] aviationgeek
[14] avgeeks
Top Words in Tweet in Entire Graph:
[1524] air
[1522] france
[633] airfrance
[572] paris
[322] billets
[301] pareil
[301] guadeloupe
[301] bagages
[299] fdf
[298] 546
Top Words in Tweet in G1:
[206] airfrance
[124] airbus
[122] france
[115] #a220
[101] air
[85] #airfrance
[85] #parisairshow
[82] #pas23
[79] a220
[68] salondubourget
Top Words in Tweet in G2:
[293] bagages
[292] air
[291] intéressent
[291] france
[291] 683
[291] 08aout
[291] guadeloupe
[291] fdf
[291] pareil
[291] billets
Top Words in Tweet in G3:
[164] air
[157] france
[41] airfrance
[30] flight
[30] #airfrance
[28] paris
[28] min
[22] 2023
[20] 06
[18] feet
Top Words in Tweet in G4:
[177] airfrancefr
[132] paris
[127] france
[124] air
[112] 2023
[110] orly
[109] 29
[109] gaulle
[109] charles
[109] octobre
Top Words in Tweet in G5:
[59] airfrance
[53] air
[51] klm
[49] france
[29] airfranceklm
[21] flight
[20] airfranceus
[17] het
[16] van
[15] die
Top Words in Tweet in G6:
[258] türk
[161] ve
[147] france
[147] air
[135] jeopolitik
[135] tehlike
[135] konumu
[135] türkiye'nin
[135] tehdit
[135] hava
Top Words in Tweet in G7:
[54] airfrance
[35] delta
[24] france
[21] air
[16] flight
[12] easyjet
[11] airport
[10] people
[10] luggage
[9] ryanair
Top Words in Tweet in G8:
[72] françois
[72] giec
[72] père
[72] chercheur
[72] l'organisation
[72] #les4v
[72] prétexte
[72] climatique
[72] questionner
[72] solution
Top Words in Tweet in G9:
[205] welcome
[204] palestine
[173] pilot
[60] israel
[52] air
[50] alitalia
[50] iberia
[47] _zachfoster
[47] 2002
[47] airfrance
Top Words in Tweet in G10:
[68] france
[43] air
[26] #aviation
[22] atouts
[22] filière
[21] smith
[19] giniesigonney
[18] klm
[18] durable
[18] benjamin
Top Word Pairs in Tweet in Entire Graph:
[1428] air,france
[298] bagages,683
[298] guadeloupe,pareil
[298] france,billets
[298] 26juin,08aout
[298] paris,fdf
[298] intéressent,guadeloupe
[298] 546,bagages
[298] billets,paris
[298] 683,intéressent
Top Word Pairs in Tweet in G1:
[99] air,france
[55] airbus,#a220
[54] #a220,#airfrance
[51] #a220,#parisairshow
[51] salondubourget,check
[51] display,#pas23
[51] découvrir,statique
[51] #pas23,#lebourget
[51] #airfrance,découvrir
[51] check,airbus
Top Word Pairs in Tweet in G2:
[291] 08aout,546
[291] 26juin,08aout
[291] guadeloupe,pareil
[291] france,billets
[291] air,france
[291] paris,fdf
[291] 546,bagages
[291] fdf,26juin
[291] intéressent,guadeloupe
[291] 683,intéressent
Top Word Pairs in Tweet in G3:
[152] air,france
[21] france,flight
[14] agl,min
[14] min,alt
[14] min,dist
[14] ft,agl
[14] nm,#planefence
[14] #planefence,#adsb
[14] 2023,06
[10] #airfrance,#cdg
Top Word Pairs in Tweet in G4:
[123] air,france
[109] 29,octobre
[109] charles,gaulle
[106] airfrancefr,afnewsroom
[105] lieu,paris
[105] 2023,desserte
[105] effectuera,départ
[105] france,effectuera
[105] paris,orly
[105] octobre,2023
Top Word Pairs in Tweet in G5:
[46] air,france
[12] airfrance,klm
[12] france,klm
[11] airfranceuk,airfrance
[8] van,airfrance
[8] klm,air
[7] klm_zakelijk,airfranceklm
[7] van,hun
[7] graaien,het
[7] ze,subsidie
Top Word Pairs in Tweet in G6:
[147] air,france
[135] jeopolitik,konumu
[135] türkiye'nin,jeopolitik
[123] geçen,cümleler
[123] açıyor,avrupalı
[123] şirketleri,nefes
[123] rahatsız,içinde
[123] tehlike,geçen
[123] yolları'nın,yükselişinden
[123] türk,tehlikesi
Top Word Pairs in Tweet in G7:
[21] air,france
[13] delta,airfrance
[7] iamharaldur,delta
[6] delta,abandoned
[6] claimed,power
[6] employees,claimed
[6] abandoned,16
[6] airfrance,employees
[6] error,groups
[6] 16,people
Top Word Pairs in Tweet in G8:
[72] membre,giec
[72] prétexte,questionner
[72] giec,#les4v
[72] questionner,l'organisation
[72] l'organisation,sociétés
[72] gemenne,chercheur
[72] l'innovation,prétexte
[72] climatique,uniquement
[72] chercheur,membre
[72] françois,gemenne
Top Word Pairs in Tweet in G9:
[156] welcome,palestine
[49] welcome,israel
[47] israel,palestine
[47] _zachfoster,welcome
[47] airfrance,pilot
[47] palestine,airfrance
[39] yesterday,pilots
[39] pilot,2015
[39] 2015,welcome
[39] alitalia,pilot
Top Word Pairs in Tweet in G10:
[43] air,france
[18] france,klm
[18] benjamin,smith
[15] billet,air
[14] #aviationlovers,#aviationphotography
[14] france,#aviation
[14] #aifrance,_zachgriff
[14] acheter,billet
[14] #aviationdaily,#aviationlife
[14] #travelblogger,#aviationgeek
Top Replied-To in Entire Graph:
[74] airfrance
[23] annerigail
[12] wilkinsoncape
[12] airfrancees
[11] tino_trading
[8] airfrancefr
[6] olivierhoarau
[6] afnewsroom
[5] delta
[5] netomyhome
Top Replied-To in G1:
[19] airfrance
[6] olivierhoarau
[6] afnewsroom
[4] airplusnews
[4] michaelkelly707
[3] ludovic_subran
[3] airfrancefr
[3] airlineflyer
[3] tom_f1_75
[2] spaethflies
Top Replied-To in G3:
[22] airfrance
[5] airfrancefr
[2] delta
[1] aircorsica
[1] doloresrobles_m
[1] armellef24
Top Replied-To in G4:
[8] airfrance
[3] doleansvanessa
[2] airfrancebr
[2] jbl971
[2] sernac
[2] senegaletnature
[1] france_abcd
[1] cyriellerst
[1] suuuu121
Top Replied-To in G5:
[9] airfrance
[2] airfranceuk
[2] rinabeers
[1] airfranceklm
[1] fransweisglas
[1] aircanada
[1] pieteromtzigt
[1] ytekedejong
[1] lientje1967
[1] atlgal2000
Top Replied-To in G7:
[5] iamharaldur
[4] ltdla
[3] delta
[2] transaviafr
[2] airfrance
[2] easyjet
[2] virginatlantic
[1] noradjt
[1] binyamintoo
[1] noschappo
Top Replied-To in G9:
[1] omar_quraishi
Top Replied-To in G10:
[3] giniesigonney
[1] ohlalair
[1] actusnonstop
[1] maurizioperuzz7
[1] pierrecol
[1] spiritdawound
Top Mentioned in Entire Graph:
[373] airfrance
[297] cherryssherry
[209] airfrancefr
[167] afnewsroom
[122] aydinomer
[111] airbus
[106] franceguyane
[72] gemenne
[71] telematin
[68] salondubourget
Top Mentioned in G1:
[183] airfrance
[110] airbus
[68] salondubourget
[57] afnewsroom
[38] boeing
[37] riyadhair
[37] atraircraft
[31] airjournal
[26] airfrancefr
[18] michaelkelly707
Top Mentioned in G2:
[290] cherryssherry
[1] bianay_mathilde
[1] syrojt
Top Mentioned in G3:
[1] magazinecapital
[1] maurodemarchi
[1] copyofone
[1] adoncely
[1] aacelorx
[1] ctrofaviation
[1] lavigieeveillee
Top Mentioned in G4:
[168] airfrancefr
[106] afnewsroom
[105] franceguyane
[36] airfrance
[10] olivierhoarau
[9] savannah_ms
[7] cherryssherry
[5] airfrancecl
[5] rodrigocaviedes
[3] airfrancebr
Top Mentioned in G5:
[39] airfrance
[28] airfranceklm
[27] klm
[19] airfranceus
[8] airfranceuk
[7] schipholwatch
[7] klm_zakelijk
[7] markharbers
[7] airfrancefr
[6] ericstam
Top Mentioned in G6:
[122] aydinomer
[11] kanalicimurat
[8] metehanoguz1071
[2] cetinkayakoc
Top Mentioned in G7:
[43] airfrance
[27] delta
[9] easyjet
[7] sramelara
[7] ryanair
[6] british_airways
[4] virginatlantic
[4] klm
[4] transaviafr
[3] iamharaldur
Top Mentioned in G8:
[72] gemenne
[71] telematin
Top Mentioned in G9:
[47] _zachfoster
[9] omar_quraishi
[2] gabegroisman
[1] shahdabusalama
[1] masood_619_
[1] decolonisatrice
[1] ryanairpress
Top Mentioned in G10:
[16] giniesigonney
[11] leparisien_eco
[9] captainlacroute
[8] le_parisien
[4] airfrance
[3] parislebourget
[3] airfrancefr
[3] parisairshow
[2] aeroclubfrance
[2] ohlalair