boeing, Twitter, 8/18/2022 3:20:00 AM, 280253


FAQ | Problem?

boeing_2022-08-17_19-52-48.xlsx
boeing_2022-08-17_19-52-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2022
Short Description:
boeing via NodeXL https://bit.ly/3PxeJ24
@boeing
@sebasstianpine
@umarbzv
@historyinmemes
@ceriani_pablo
@aer
@matt_ros
@austerityairli1
@mikailshy
@ilove_aviation

Top hashtags:
#boeing
#ryanair
#avgeek
#united
#aviation
#scotradar
#unknown
#adsb
#ireland
#wcw

Description:
Description
The graph represents a network of 6,612 Twitter users whose tweets in the requested range contained "boeing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 August 2022 at 03:01 UTC.

The requested start date was Thursday, 18 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 1-day, 6-hour, 37-minute period from Tuesday, 16 August 2022 at 17:20 UTC to Wednesday, 17 August 2022 at 23:57 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 : 6612
Unique Edges : 4172
Edges With Duplicates : 10899
Total Edges : 15071
Number of Edge Types : 5
Retweet : 4141
MentionsInRetweet : 5684
Tweet : 2810
Replies to : 684
Mentions : 1752
Self-Loops : 2864
Reciprocated Vertex Pair Ratio : 0.00974949221394719
Reciprocated Edge Ratio : 0.0193107147646507
Connected Components : 1280
Single-Vertex Connected Components : 629
Maximum Vertices in a Connected Component : 2605
Maximum Edges in a Connected Component : 7236
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.03545
Graph Density : 0.000170594152644637
Modularity : 0.501883
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,612 Twitter users whose tweets in the requested range contained "boeing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 August 2022 at 03:01 UTC.

The requested start date was Thursday, 18 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 1-day, 6-hour, 37-minute period from Tuesday, 16 August 2022 at 17:20 UTC to Wednesday, 17 August 2022 at 23:57 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : boeing
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] http://www.jet2.com
[38] http://radarwolfheze.nl
[38] https://www.reuters.com/technology/boeing-northrop-join-white-house-backed-advanced-manufacturing-program-2022-08-17/
[24] https://www.einnews.com/pr_news/586279991/space-tourism-market-likely-to-enjoy-explosive-growth-by-2027-boeing-lockheed-martin-corporation-virgin-galactic
[23] https://www.jetphotos.com/photo/10674524
[20] https://www.youtube.com/watch?v=fDpSy-JdMJY&feature=youtu.be

[17] https://aeroin.net/aviao-boeing-767-pousa-em-minas-gerais-com-todos-os-passageiros-algemados/
[14] https://atmonewstech.wordpress.com/2022/08/17/inside-massive-flying-hotel-twice-size-of-boeing-747-capable-of-carrying-3000-passengers-around-world-at-460mph-2/
[12] https://airlineweekly.com/2022/08/united-eyes-airbus-and-boeing-jets-for-first-widebody-order-in-4-years/
[12] https://www.elconfidencial.com/tecnologia/novaceno/2022-08-16/obus-hipersonico-eeuu-howitzer-boeing-nammo_3475348/

Top URLs in Tweet in G1:
[41] http://www.jet2.com
[38] http://radarwolfheze.nl
[14] https://atmonewstech.wordpress.com/2022/08/17/inside-massive-flying-hotel-twice-size-of-boeing-747-capable-of-carrying-3000-passengers-around-world-at-460mph-2/
[13] https://www.reuters.com/technology/boeing-northrop-join-white-house-backed-advanced-manufacturing-program-2022-08-17/
[8] https://prospectortech.wordpress.com/2022/08/17/inside-massive-flying-hotel-twice-size-of-boeing-747-capable-of-carrying-3000-passengers-around-world-at-460mph-2/
[7] https://globe.adsbexchange.com/?icao=ae0628
[6] https://aeroin.net/aviao-boeing-767-pousa-em-minas-gerais-com-todos-os-passageiros-algemados/
[6] https://airlineweekly.com/2022/08/united-eyes-airbus-and-boeing-jets-for-first-widebody-order-in-4-years/
[4] https://app.best/download
[4] https://www.elconfidencial.com/tecnologia/novaceno/2022-08-16/obus-hipersonico-eeuu-howitzer-boeing-nammo_3475348/

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1559602442630832128
[1] https://twitter.com/i/web/status/1559770841273012224
[1] https://twitter.com/i/web/status/1559766528752508928
[1] https://twitter.com/i/web/status/1559690984438513666
[1] https://twitter.com/i/web/status/1559623384870289408

Top URLs in Tweet in G3:
[21] https://www.jetphotos.com/photo/10674524
[19] https://www.youtube.com/watch?v=fDpSy-JdMJY&feature=youtu.be

[9] https://youtube.com/JustPlanes/videos
[6] https://www.flightglobal.com/airframers/boeing-paused-737-wing-manufacturing-to-address-supply-shortages/149862.article?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[5] https://www.defenseone.com/business/2022/08/boeing-northrop-grumman-join-group-pushing-3d-printing-small-suppliers/375973/
[5] https://www.flightglobal.com/airframers/boeing-paused-737-wing-manufacturing-to-address-supply-shortages/149862.article
[4] https://simpleflying.com/delta-aviation-partners-boeing-winglet-deal/?utm_term=Autofeed&utm_medium=Social&utm_content=echo&utm_source=Twitter#Echobox=1660703732
[4] https://airinsight.com/boeing-july-2022-orders-deliveries/
[3] https://airlineweekly.com/2022/08/united-eyes-airbus-and-boeing-jets-for-first-widebody-order-in-4-years/
[3] https://simpleflying.com/singapore-airlines-dhl-boeing-777-cargo-partnership/?utm_term=Autofeed&utm_medium=Social&utm_content=echo&utm_source=Twitter#Echobox=1660665026

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1559579008693567490
[1] https://twitter.com/i/web/status/1559563855700934658
[1] https://twitter.com/i/web/status/1559576283566202881

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1559956092846751745

Top URLs in Tweet in G6:
[4] https://www.reuters.com/technology/boeing-northrop-join-white-house-backed-advanced-manufacturing-program-2022-08-17/
[2] https://www.youtube.com/watch?v=cLEjC5SUpyQ&feature=youtu.be

[2] https://www.ktsa.com/boeing-announces-job-fair-for-san-antonio-plant/?utm_campaign=snd-autopilot
[2] https://www.flightglobal.com/airframers/boeing-paused-737-wing-manufacturing-to-address-supply-shortages/149862.article
[1] https://twitter.com/i/web/status/1559921253561110528
[1] https://twitter.com/i/web/status/1552081433317052417
[1] https://cloud.google.com/blog/transform/google-clouds-in-the-clouds-with-susan-doniz
[1] https://twitter.com/i/web/status/1559193195514400771
[1] https://www.boeing.com/resources/boeingdotcom/features/innovation-quarterly/2022/07/WiskTopShot.pdf
[1] https://mobile.twitter.com/navycmdr/status/1559902819364257795

Top URLs in Tweet in G8:
[4] https://www.defensa.com/africa-asia-pacifico/primer-p-8-poseidon-para-fuerza-aerea-nueva-zelanda
[3] https://www.boeing.com/space/space-launch-system/launch/index.html
[2] https://airlineweekly.com/2022/08/united-eyes-airbus-and-boeing-jets-for-first-widebody-order-in-4-years/
[1] https://www.boeing.com/features/2022/08/roll-em-out-sls-on-its-way-to-the-launch-pad.page
[1] https://www.boeing.com/features/2021/05/all-together-building-up-nasas-moon-rocket.page
[1] https://twitter.com/i/web/status/1560010005478252544
[1] https://www.extremetech.com/extreme/332275-nasa-auditor-reveals-unsustainable-cost-for-sls-launches
[1] https://twitter.com/i/web/status/1560009274172088323
[1] https://www.nasa.gov/press-release/nasa-boeing-to-hold-media-update-on-starliner-progress?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=176998790
[1] https://twitter.com/i/web/status/1559975117341474817

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1559558075740311553
[1] https://twitter.com/i/web/status/1559649284710174721
[1] https://twitter.com/i/web/status/1559627103447957507

Top URLs in Tweet in G10:
[1] https://www.jetphotos.com/photo/10674524
[1] https://twitter.com/i/web/status/1559884238484299776
[1] https://twitter.com/i/web/status/1559883275455307776
[1] https://twitter.com/i/web/status/1559792105911984128

Top Domains
Top Domains in Tweet in Entire Graph:
[1947] twitter.com
[203] adsbexchange.com
[68] youtube.com
[46] reuters.com
[41] jet2.com
[39] planespotters.net
[38] radarwolfheze.nl
[34] einnews.com
[28] simpleflying.com
[24] jetphotos.com

Top Domains in Tweet in G1:
[972] twitter.com
[200] adsbexchange.com
[41] jet2.com
[38] planespotters.net
[38] radarwolfheze.nl
[23] wordpress.com
[19] flightaware.com
[17] reuters.com
[10] einnews.com
[8] amazon.com

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

Top Domains in Tweet in G3:
[121] twitter.com
[32] youtube.com
[21] jetphotos.com
[18] simpleflying.com
[12] flightglobal.com
[5] defenseone.com
[5] transponder1200.com
[4] airlineweekly.com
[4] airinsight.com
[4] airliners.net

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[48] twitter.com
[4] reuters.com
[4] youtube.com
[3] flight-report.com
[2] ktsa.com
[2] com.ar
[2] flightglobal.com
[1] google.com
[1] boeing.com
[1] forbes.com

Top Domains in Tweet in G8:
[14] twitter.com
[5] boeing.com
[4] defensa.com
[2] airlineweekly.com
[1] extremetech.com
[1] nasa.gov
[1] jetphotos.com
[1] youtube.com

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

Top Domains in Tweet in G10:
[3] twitter.com
[1] jetphotos.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[671] boeing
[199] ryanair
[153] avgeek
[126] united
[120] aviation
[108] scotradar
[101] unknown
[90] adsb
[77] ireland
[59] wcw



Top Hashtags in Tweet in G1:
[499] boeing
[195] ryanair
[126] united
[108] scotradar
[101] unknown
[89] adsb
[77] ireland
[55] air
[46] planealert
[44] avgeek

Top Hashtags in Tweet in G3:
[79] avgeek
[70] boeing
[60] aviation
[38] planespotting
[23] boeinglovers
[21] unitedairlines
[21] boeing787
[20] aviatiob
[18] aviationhistory
[16] airbus

Top Hashtags in Tweet in G6:
[25] seahawkscamp
[10] amforward
[5] ufos
[5] avgeek
[5] aviation
[3] aircraft
[3] اعلان
[3] مودّة
[3] بدء_التسجيل
[3] برنامج_انطلاقة_للتأهيل_لسوق_العمل

Top Hashtags in Tweet in G8:
[16] artemis
[4] starliner
[3] avgeek
[2] planespotting
[1] ecodemonstrator
[1] teamboeing
[1] nationalfirenews
[1] boeing
[1] zrhmovements
[1] airbus

Top Hashtags in Tweet in G9:
[21] nationalfirenews
[3] 28squadron
[3] 27squadron
[3] 7squadron
[3] 18squadron
[3] chinook
[3] avgeek
[3] boeing
[3] helicopters
[3] wokka

Top Words
Top Words in Tweet in Entire Graph:
[5660] boeing
[1174] 747
[1147] air
[843] 737
[783] first
[732] france
[712] service
[709] max
[672] #boeing
[669] 1988

Top Words in Tweet in G1:
[1081] boeing
[499] #boeing
[350] 737
[290] alt
[258] airlines
[247] seen
[213] away
[208] heading
[201] air
[195] #ryanair

Top Words in Tweet in G2:
[605] kbonimtetezi
[603] disrespect
[602] dear
[602] kenyans
[602] case
[602] education
[602] expect
[602] ecde
[602] teacher
[602] iebc

Top Words in Tweet in G3:
[680] boeing
[159] 777
[142] 737
[129] 747
[108] airbus
[101] 2022
[94] emirates
[91] airlines
[87] air
[83] 787

Top Words in Tweet in G4:
[447] boeing
[447] nuevo
[447] max
[447] flota
[424] directo
[424] fábrica
[424] seattle
[424] llegó
[424] b737
[424] cero

Top Words in Tweet in G5:
[362] boeing
[357] umarbzv
[357] air
[357] france
[357] 747
[357] meal
[357] service
[357] first
[357] class
[357] 1988

Top Words in Tweet in G6:
[238] boeing
[46] 737
[33] max
[29] seahawks
[27] northropgrumman
[25] nuevo
[25] #seahawkscamp
[24] aerolineas_ar
[22] airbus
[22] klm

Top Words in Tweet in G7:
[276] boeing
[274] meal
[274] service
[274] class
[273] air
[271] aboard
[271] france
[271] 747
[271] first
[271] 1988

Top Words in Tweet in G8:
[127] nasa_sls
[120] boeingspace
[102] rollout
[82] launch
[67] nasakennedy
[63] pad
[60] exit
[57] boeing
[57] rocket
[54] next

Top Words in Tweet in G9:
[74] boeing
[73] royalairforce
[68] russianembassy
[68] yesterday
[68] rc
[68] 135
[68] reconnaissance
[68] electronic
[68] warfare
[68] aircraft

Top Words in Tweet in G10:
[107] boeing
[103] ilove_aviation
[101] 777
[85] ba
[85] emerges
[85] fog
[85] gallweyn
[16] time
[16] lapse
[16] departure

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1121] boeing,747
[676] air,france
[664] france,boeing
[658] boeing,737
[642] first,class
[640] meal,service
[637] class,1988
[610] dear,kenyans
[610] kenyans,case
[610] case,disrespect

Top Word Pairs in Tweet in G1:
[224] boeing,737
[141] away,heading
[139] vlakbij,wolfheze
[129] 737,800
[119] #boeing,737ng
[115] #boeing,737
[109] boeing,747
[108] times,#scotradar
[92] 800,reg
[85] boeing,777

Top Word Pairs in Tweet in G2:
[602] dear,kenyans
[602] kenyans,case
[602] case,disrespect
[602] disrespect,education
[602] education,expect
[602] expect,ecde
[602] ecde,teacher
[602] teacher,iebc
[601] kbonimtetezi,dear
[601] iebc,commissioner

Top Word Pairs in Tweet in G3:
[154] boeing,777
[122] boeing,737
[109] boeing,747
[80] airbus,a380
[78] plans,upgrade
[78] interior,cabins
[78] 120,airbus
[77] a380,boeing
[62] we've,kickstarted
[62] kickstarted,plans

Top Word Pairs in Tweet in G4:
[424] directo,fábrica
[424] fábrica,boeing
[424] boeing,seattle
[424] seattle,llegó
[424] llegó,nuevo
[424] nuevo,b737
[424] b737,max
[424] max,cero
[424] cero,kilómetro
[424] kilómetro,suma

Top Word Pairs in Tweet in G5:
[357] air,france
[357] france,boeing
[357] boeing,747
[357] 747,meal
[357] meal,service
[357] service,first
[357] first,class
[357] class,1988
[356] umarbzv,air
[3] desviant,l'aeroport

Top Word Pairs in Tweet in G6:
[43] boeing,737
[32] 737,max
[26] boeing,northropgrumman
[25] #seahawkscamp,boeing
[22] nuevo,boeing
[18] lv,kei
[17] northropgrumman,joining
[17] initiative,help
[15] small,medium
[15] max,lv

Top Word Pairs in Tweet in G7:
[274] meal,service
[271] service,aboard
[271] air,france
[271] france,boeing
[271] boeing,747
[271] first,class
[271] class,1988
[268] aboard,air
[268] 747,first
[267] historyinmemes,meal

Top Word Pairs in Tweet in G8:
[63] launch,pad
[50] vehicle,assembly
[50] assembly,building
[49] today,nasa_sls
[49] nasa_sls,exit
[49] exit,vehicle
[49] building,nasakennedy
[49] nasakennedy,rocket's
[49] rocket's,rollout
[49] rollout,arrive

Top Word Pairs in Tweet in G9:
[68] yesterday,royalairforce
[68] royalairforce,boeing
[68] boeing,rc
[68] rc,135
[68] 135,reconnaissance
[68] reconnaissance,electronic
[68] electronic,warfare
[68] warfare,aircraft
[68] aircraft,detected
[68] detected,over

Top Word Pairs in Tweet in G10:
[101] boeing,777
[85] ba,boeing
[85] 777,emerges
[85] emerges,fog
[85] fog,gallweyn
[84] ilove_aviation,ba
[16] time,lapse
[16] lapse,boeing
[16] 777,departure
[16] departure,sky_trotter

Top Replied-To
Top Replied-To in Entire Graph:
@ytekedejong
@ward069
@brunomrv
@elonmusk
@tembo_shephard
@boeing
@seahawks
@delaurentiis_br
@drchriscombs
@thakorearjun

Top Replied-To in G2:
@kbonimtetezi
@oneskikoto1
@joel_kituku

Top Replied-To in G3:
@americanair
@boeingairplanes
@sr_planespotter
@jrjimen95628406
@irisheyesphoto1
@perthairport
@emirates
@british_airways
@byerussell
@gbexfal

Top Replied-To in G5:
@alexanderlosan1
@ian_mcgreevy

Top Replied-To in G6:
@ytekedejong
@boeing
@seahawks
@briandeesenec
@robinroberts
@jqfotoyvideo
@ericrweinstein
@helper_susan
@zmediaworks
@wackoj123

Top Replied-To in G7:
@historyinmemes

Top Replied-To in G8:
@ward069
@boeingspace
@_a_l_i_s_s_a_
@mo1103_ne
@smplfrks
@nasakennedy
@lcs_big_mike
@rafa77011884
@zerstaubung
@nasa_sls

Top Replied-To in G9:
@bennbent
@russianembassy
@dembybirth

Top Replied-To in G10:
@ilove_aviation
@jpz_132
@laurasavino747
@georgethe9th

Top Mentioned
Top Mentioned in Entire Graph:
@kbonimtetezi
@ceriani_pablo
@aer
@umarbzv
@boeing
@historyinmemes
@nasa_sls
@boeingspace
@ilove_aviation
@emirates

Top Mentioned in G1:
@gocleared
@nganbyamba
@manntechusa
@rodrigotroppo
@fernandoamflor4
@guarapela22
@huedaya

Top Mentioned in G2:
@kbonimtetezi
@harriswillys

Top Mentioned in G3:
@emirates
@austerityairli1
@americanair
@justplanes
@united
@boeingairplanes
@boeing
@dougkempf
@ryanair
@airlinevideos

Top Mentioned in G4:
@ceriani_pablo
@aer
@agenciaelvigia
@clorobles2
@aerolineas_ar

Top Mentioned in G5:
@umarbzv
@flightradarcat
@boeing

Top Mentioned in G6:
@boeing
@northropgrumman
@aerolineas_ar
@seahawks
@airbus
@klm
@soundersfc
@briandeesenec
@koninklijkhuis
@philcollinsfeed

Top Mentioned in G7:
@historyinmemes
@umarbzv
@rhcap2014
@laziestofdans
@airlinevideos

Top Mentioned in G8:
@nasa_sls
@boeingspace
@nasakennedy
@nasa
@boeing
@sawyermerritt
@spacexstarship
@spacex
@ulalaunch
@lmspace

Top Mentioned in G9:
@royalairforce
@russianembassy
@nifc_fire
@chinookdisplay
@raf_odiham
@bbcworld
@andyjonesfoto1
@rafbenson
@nswrfs
@umarbzv

Top Mentioned in G10:
@ilove_aviation
@womenofhistory
@womeninaviation
@boeing
@jetphotos
@airlinevideos

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@tickeron
@gambiste1
@british_airways
@serendipitysays
@united
@orgetorix
@morgandavii
@delta
@klm

Top Tweeters in G1:
@tickeron
@blackcentaurfx
@dev_discourse
@flyin18t
@fleming77
@seasonsgala
@marketsday
@marketscafe
@donelichterman
@shehzadyounis

Top Tweeters in G2:
@africaupdates
@bennytothedj
@afyacentrecrew
@kijanafulani
@evanstallam
@julleberry
@comradefyat
@ochi_ras
@daview_k
@manric540

Top Tweeters in G3:
@americanair
@british_airways
@united
@ana_travel_info
@rss21uwdj85g3zn
@mainneli_
@fakerokuoloto
@jetcitystar
@mumaralid
@gemorace

Top Tweeters in G4:
@magdalenam21
@marisolsolari1
@alitapaz
@floridatuku
@carrous_el
@alicialadivina
@sabonimcasco
@normarandrada
@jacki13253805
@jxenize

Top Tweeters in G5:
@morgandavii
@alcinodoliveira
@tusk8rman
@feralislandbud
@thepainterflynn
@cnovelo66
@sylar_71
@lkjtexas
@aisthegreat
@gidgitvonlarue

Top Tweeters in G6:
@delta
@klm
@tyberzannxxxx
@telegraaf
@shelbytmitchell
@juanjo3800
@cb765
@nikolasvision
@v2aggie2
@kcranews

Top Tweeters in G7:
@ladivinadiva
@ide_suke
@azurabaz
@bode_bankz
@boovay7
@elo_in_madmoon
@off_cock
@tomleao
@fromagefrait
@sweetiepiegirl2

Top Tweeters in G8:
@serendipitysays
@givemepie360
@raumunz
@ken_crichlow
@famouspixs
@etrangeraseoul
@quemero20
@cocacola
@lodijotito
@nfl

Top Tweeters in G9:
@john1966olsen
@skynews
@derbypromo
@bbcworld
@tranellio
@rubens26427704
@basil284
@humanbeingone
@mosta_pi
@mersfa

Top Tweeters in G10:
@juliocmoreno14
@pacificador2040
@lebontravel
@akml_no192
@mmolaigaone
@hartmann_twt
@marziavergani
@asolepascual
@shaezlyn
@custodiorubens


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.