#MR, Twitter, 7/29/2021 11:49:46 PM, 259106


FAQ | Problem?

#MR_2021-07-29_11-25-22.xlsx
#MR_2021-07-29_11-25-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2021
Short Description:
#MR via NodeXL https://bit.ly/3f7Y1qY
@pokkiri98509403
@vrretweeter
@alvinfoo
@fnafarofficial
@halliekathaleen
@luctambeur
@haroldsinnott
@mlspence3d
@glbouchez
@pawlowskimario

Top hashtags:
#mr
#ar
#vr
#ai
#iot
#analytics
#rstats
#reactjs
#sffpit
#serverless

Description:
Description
The graph represents a network of 4,039 Twitter users whose tweets in the requested range contained "#MR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 July 2021 at 18:36 UTC.

The requested start date was Thursday, 29 July 2021 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 10-day, 18-hour, 46-minute period from Sunday, 18 July 2021 at 05:09 UTC to Wednesday, 28 July 2021 at 23:56 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 : 4039
Unique Edges : 2389
Edges With Duplicates : 12586
Total Edges : 14975
Number of Edge Types : 5
Tweet : 1922
Retweet : 5201
MentionsInRetweet : 6496
Mentions : 1170
Replies to : 186
Self-Loops : 1985
Reciprocated Vertex Pair Ratio : 0.0116642023985543
Reciprocated Edge Ratio : 0.023059434881455
Connected Components : 740
Single-Vertex Connected Components : 433
Maximum Vertices in a Connected Component : 1401
Maximum Edges in a Connected Component : 6246
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.162191
Graph Density : 0.000377571770826321
Modularity : 0.384092
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,039 Twitter users whose tweets in the requested range contained "#MR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 July 2021 at 18:36 UTC.

The requested start date was Thursday, 29 July 2021 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 10-day, 18-hour, 46-minute period from Sunday, 18 July 2021 at 05:09 UTC to Wednesday, 28 July 2021 at 23:56 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 : #MR
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:
[123] https://spheroiduniverse.io/
[69] https://mixch.tv/u/15865792/live
[49] https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained?utm_source=mitsloantwitter&utm_medium=social&utm_campaign=machinelearnexp
[30] https://mixch.tv/u/2906875
[26] http://rising.tech
[26] https://www.instagram.com/accounts/login/
[25] https://mixch.tv/u/2906875/live
[23] https://smartcontacts.co/
[21] https://note.com/koyapee/m/maf55941508ba
[21] https://mixch.tv/u/16305292/live

Top URLs in Tweet in G2:
[114] https://spheroiduniverse.io/
[47] https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained?utm_source=mitsloantwitter&utm_medium=social&utm_campaign=machinelearnexp
[25] http://rising.tech
[20] https://smartcontacts.co/
[13] http://LiveEgame.com
[13] https://egamingsummit.com/
[6] https://towardsdatascience.com/autonomous-driving-dataset-visualization-with-python-and-vizviewer-24ce3d3d11a0
[6] https://sedo.com/search/details/?partnerid=324561&language=us&domain=paysf.com&origin=sales_lander_12&utm_medium=Parking&utm_campaign=offerpage
[4] https://twitter.com/I78BIYIN/status/1420126806955511813/video/1
[3] https://twitter.com/haroldsinnott/status/1418330031256969225

Top URLs in Tweet in G3:
[53] https://mixch.tv/u/15865792/live
[24] https://mixch.tv/u/2906875/live
[21] https://note.com/koyapee/m/maf55941508ba
[20] https://www.instagram.com/accounts/login/
[17] https://mixch.tv/u/16305292/live
[14] https://pharmacy-tawamure.com/
[6] https://twitter.com/kaki7770000?protected_redirect=true
[5] https://www.es-wird-morgen.de
[4] http://fanblogs.jp/rrf/
[4] https://www.youtube.com/watch?v=5Q6zLK-ruu4&feature=youtu.be


Top URLs in Tweet in G4:
[9] https://spheroiduniverse.io/
[9] https://dan.com/buy-domain/wirtualreality.com?redirected=true&tld=com
[7] https://www.startus-insights.com/innovators-guide/discover-5-top-startups-developing-immersive-gaming-solutions/
[6] https://www.reddit.com/r/virtualreality/comments/or58ei/new_lynx_r1_interview_unveils_a_lot_more/
[5] https://www.gadgetsforfuture.com/
[4] https://assetstore.unity.com/packages/tools/animation/traversal-179526?aid=1100la8cV&utm_source=aff
[4] http://www.admire3d.eu/intercom/
[4] http://www.vrdemo-chrp-india.com
[4] https://skarredghost.com/2021/07/19/facebook-bci-emg-vr-growth-quest/
[4] https://immersify.news/?edition_id=a75370e0-e860-11eb-8327-fa163e6ccaff

Top URLs in Tweet in G5:
[1] https://twitter.com/Mac_Cheezkid/status/1414684226151239687
[1] https://www.reddit.com/r/fivenightsatfreddys/comments/okwsaz/fnaf_ar_july_updateimprovements_new_events_and/
[1] https://twitter.com/Vovan365/status/1415003271589244929
[1] https://twitter.com/Joey34331115/status/1414006398564904960
[1] https://twitter.com/happymanbruh/status/1415459496575606784
[1] https://twitter.com/FoxG_Official/status/1414307584807481350
[1] https://twitter.com/FNAFAROfficial/status/1413286892339179523

Top URLs in Tweet in G6:
[6] http://gestyy.com/eyKZaw
[3] https://www.instagram.com/accounts/login/
[1] https://twitter.com/EuroInterventio/status/1420330775778631680
[1] https://attendee.gotowebinar.com/register/8715571803834820875
[1] https://www.standardimaging.com/aapm2021
[1] https://info.standardimaging.com/l/153721/2021-07-25/44wgv1/21330
[1] https://www.digitalnauts.co.uk/holohub-platform
[1] https://www.mriclinicalcasemap.philips.com/global/case/255
[1] https://www.philips.com.au/healthcare/education-resources/publications/fieldstrength/helping-the-multitasking-mri-technologist
[1] https://www.mriclinicalcasemap.philips.com/global/case/259

Top URLs in Tweet in G7:
[2] https://twitter.com/GLBouchez/status/1419689111200444416
[1] https://lameuse.sudinfo.be/art/d-20210723-GNXEPG?referer=%2Farchives%2Frecherche%3Fdatefilter%3Dlastyear%26sort%3Ddate%2520desc%26word%3Dmathieu
[1] https://urlr.me/xqgFf
[1] https://twitter.com/Mathieu___L/status/1417217375938695171
[1] https://twitter.com/lesoir/status/1417100953858232321
[1] https://twitter.com/michelhenrion/status/1417097799469092869

Top URLs in Tweet in G8:
[1] https://twitter.com/vlasblomj/status/1420380202887041027
[1] https://twitter.com/VlasblomJ/status/1418199137070116866
[1] https://twitter.com/vlasblomj/status/1418562342334332934

Top URLs in Tweet in G9:
[1] https://discord.com/invite/A9ysmnMHM6

Top URLs in Tweet in G10:
[1] https://tweetedtimes.com/3DPrinting_W?s=tnp

Top Domains
Top Domains in Tweet in Entire Graph:
[201] mixch.tv
[124] twitter.com
[123] spheroiduniverse.io
[61] youtube.com
[50] mit.edu
[47] unity.com
[34] dy.si
[26] rising.tech
[26] instagram.com
[23] smartcontacts.co

Top Domains in Tweet in G2:
[114] spheroiduniverse.io
[48] mit.edu
[29] twitter.com
[25] rising.tech
[20] smartcontacts.co
[13] liveegame.com
[13] egamingsummit.com
[6] towardsdatascience.com
[6] sedo.com
[3] techrepublic.com

Top Domains in Tweet in G3:
[102] mixch.tv
[43] twitter.com
[22] youtube.com
[21] note.com
[20] instagram.com
[14] researchjobfinder.com
[14] pharmacy-tawamure.com
[9] bwbhowto.com
[7] twitcasting.tv
[6] readawrite.com

Top Domains in Tweet in G4:
[47] unity.com
[12] youtube.com
[11] dan.com
[9] spheroiduniverse.io
[9] twitter.com
[9] immersify.news
[7] admire3d.eu
[7] startus-insights.com
[6] reddit.com
[5] prismarch-h2020.eu

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

Top Domains in Tweet in G6:
[6] gestyy.com
[3] twitter.com
[3] instagram.com
[2] standardimaging.com
[2] philips.com
[1] gotowebinar.com
[1] co.uk
[1] com.au
[1] jacc.org

Top Domains in Tweet in G7:
[5] twitter.com
[1] sudinfo.be
[1] urlr.me

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[1] discord.com

Top Domains in Tweet in G10:
[1] tweetedtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4273] mr
[1450] ar
[1264] vr
[866] ai
[613] iot
[588] analytics
[491] rstats
[484] reactjs
[445] sffpit
[378] serverless



Top Hashtags in Tweet in G1:
[428] sffpit
[413] mr
[281] a
[229] fa
[215] cf
[203] mh
[55] ya
[43] mg
[33] pn
[31] na

Top Hashtags in Tweet in G2:
[1069] mr
[1064] ar
[885] vr
[791] ai
[575] analytics
[527] iot
[484] rstats
[478] reactjs
[376] serverless
[282] iiot

Top Hashtags in Tweet in G3:
[979] mr
[101] ミクチャ
[41] vr
[40] mrあるある
[40] 営業
[39] ビジネス
[39] 友達募集
[39] 相互フォロー
[32] ar
[25] mr

Top Hashtags in Tweet in G4:
[233] mr
[214] ar
[213] vr
[98] virtualreality
[91] xr
[83] augmentedreality
[34] ai
[23] tech
[21] mixedreality
[17] iot

Top Hashtags in Tweet in G5:
[108] fnaf
[108] fnafar
[53] illumix
[37] specialdelivery
[26] freddy
[24] freddyfazbear
[23] foxy
[23] readytoplay
[22] chica
[22] bonnie

Top Hashtags in Tweet in G6:
[179] mr
[13] obc
[11] vir
[11] tmvr
[11] mitb
[10] heartfailure
[9] wednesdayvibe
[9] woofwoofwednesday
[9] super
[8] tanker

Top Hashtags in Tweet in G7:
[68] mr
[11] glbouchez
[7] bétonisation
[7] wallonie
[7] stopbéton
[4] belgium
[3] overstromingen
[2] fierdetreliberal
[2] inondations
[2] troll

Top Hashtags in Tweet in G8:
[4] ks1
[4] kiwisteve
[4] mr
[3] vlasblom
[3] kiwiaerospace
[3] firstkiwispaceman
[2] postmaster
[2] dave
[2] nnu314
[2] fordranger

Top Hashtags in Tweet in G9:
[1] 디스코드
[1] 디스코드_서버
[1] mr
[1] 리트윗_감사합니다

Top Hashtags in Tweet in G10:
[51] ar
[32] mr
[31] vr
[31] ai
[28] iot
[28] tech
[27] virtualreality
[2] augmentedreality
[2] innovation
[1] emergingtech

Top Words
Top Words in Tweet in Entire Graph:
[4131] #mr
[1464] #ar
[1266] #vr
[866] #ai
[613] #iot
[598] children
[588] #analytics
[491] #rstats
[484] #reactjs
[445] #sffpit

Top Words in Tweet in G1:
[428] #sffpit
[413] #mr
[354] halliekathaleen
[318] small
[281] #a
[270] girl
[257] immortals
[253] family
[252] knows
[247] cursed

Top Words in Tweet in G2:
[1076] #ar
[1069] #mr
[886] #vr
[791] #ai
[575] #analytics
[527] #iot
[484] #rstats
[478] #reactjs
[376] #serverless
[355] haroldsinnott

Top Words in Tweet in G3:
[837] #mr
[208] children
[118] ##mr
[103] bot
[103] twitt
[101] #ミクチャ
[98] mr
[67] hari
[53] emon
[51] indah

Top Words in Tweet in G4:
[233] #mr
[214] #ar
[213] #vr
[98] #virtualreality
[91] #xr
[83] #augmentedreality
[47] reality
[41] time
[36] more
[34] #ai

Top Words in Tweet in G5:
[138] freddy
[118] fnafarofficial
[108] #fnaf
[108] #fnafar
[81] full
[74] mlspence3d
[71] festival's
[63] ready
[62] toy
[62] play

Top Words in Tweet in G6:
[179] #mr
[25] pwilsondmk
[24] senior
[20] dilipkumarmdk
[18] advocate
[17] results
[16] presented
[16] home
[15] case
[14] waiting

Top Words in Tweet in G7:
[68] #mr
[43] glbouchez
[24] ce
[24] michelhenrion
[22] mr_officiel
[18] très
[16] président
[16] bonne
[14] ans
[14] présidence

Top Words in Tweet in G8:
[4] #ks1
[4] #kiwisteve
[4] nzpost
[4] #mr
[3] jacindaardern
[3] #vlasblom
[3] #kiwiaerospace
[3] #firstkiwispaceman
[3] vlasblomj
[3] taylorswift13

Top Words in Tweet in G9:
[159] 가능합니다
[106] 구해드립니다
[53] 안녕하십니까
[53] 여러분
[53] 여러분들을
[53] 위해
[53] 여우선생이
[53] 직접
[53] mr을
[53] 원곡

Top Words in Tweet in G10:
[51] #ar
[48] adamsconsulting
[32] #mr
[31] #vr
[31] #ai
[28] #iot
[28] #tech
[27] mess
[27] painting
[27] #virtualreality

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[658] #ar,#vr
[630] #vr,#mr
[540] #analytics,#ar
[471] #ar,#mr
[457] #rstats,#reactjs
[426] #mr,#ai
[311] #ai,#iot
[304] #mr,children
[284] #iot,#iiot
[259] #sffpit,#a

Top Word Pairs in Tweet in G1:
[254] #sffpit,#a
[211] #a,#fa
[207] hollow,bridge
[196] #fa,#cf
[184] immortals,#sffpit
[181] nc_kay_author,clue
[176] border,sun
[176] sun,500
[176] 500,days
[176] days,summer

Top Word Pairs in Tweet in G2:
[530] #analytics,#ar
[521] #ar,#vr
[500] #vr,#mr
[451] #rstats,#reactjs
[414] #mr,#ai
[337] #ar,#mr
[305] #ai,#iot
[280] #iot,#iiot
[253] #iiot,#rstats
[218] hand,gesture

Top Word Pairs in Tweet in G3:
[118] ##mr,children
[103] #mr,bot
[103] bot,twitt
[57] #mr,children
[50] hari,ini
[48] dreamさんのミクチャライブに参加しよう,#ミクチャ
[39] みんなで配信を盛り上げよう,#ミクチャ
[39] #mr,#mrあるある
[39] #mrあるある,#営業
[39] #営業,#ビジネス

Top Word Pairs in Tweet in G4:
[117] #ar,#vr
[73] #vr,#mr
[63] #ar,#mr
[48] #vr,#virtualreality
[48] #virtualreality,#mr
[42] #mr,#xr
[35] #mr,#augmentedreality
[35] #vr,#ar
[22] instead,jumping
[22] jumping,zoom

Top Word Pairs in Tweet in G5:
[108] #fnaf,#fnafar
[71] freddy,festival's
[60] festival's,full
[60] full,swing
[60] swing,vr
[60] vr,toy
[60] toy,freddy's
[60] freddy's,more
[60] more,ready
[60] ready,play

Top Word Pairs in Tweet in G6:
[25] #mr,pwilsondmk
[18] senior,advocate
[14] waiting,fabulous
[14] fabulous,furever
[14] furever,home
[13] important,results
[12] hearing,#mr
[12] pwilsondmk,senior
[12] advocate,dmk
[12] dmk,#obc

Top Word Pairs in Tweet in G7:
[16] très,bonne
[14] présidence,#mr
[12] michelhenrion,ans
[11] archive,#glbouchez
[11] #glbouchez,#mr
[10] ans,glbouchez
[10] glbouchez,présidence
[10] #mr,version
[10] version,modification
[10] modification,statuts

Top Word Pairs in Tweet in G8:
[3] #mr,#vlasblom
[3] #ks1,#kiwiaerospace
[2] #kiwiaerospace,#firstkiwispaceman
[2] #firstkiwispaceman,nzpost
[2] nzpost,#kiwisteve
[2] #kiwisteve,vlasblomj
[2] vlasblomj,#postmaster
[2] #postmaster,#dave
[2] #dave,#nnu314
[2] #nnu314,#fordranger

Top Word Pairs in Tweet in G9:
[53] 안녕하십니까,여러분
[53] 여러분,여러분들을
[53] 여러분들을,위해
[53] 위해,여우선생이
[53] 여우선생이,직접
[53] 직접,mr을
[53] mr을,구해드립니다
[53] 구해드립니다,원곡
[53] 원곡,어레인지
[53] 어레인지,등등

Top Word Pairs in Tweet in G10:
[30] #ai,#ar
[27] mess,#vr
[27] #vr,painting
[27] painting,#virtualreality
[27] #virtualreality,#ai
[27] #ar,#mr
[27] #mr,#iot
[27] #iot,#tech
[25] adamsconsulting,mess
[21] wait,happening

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@aubrey_senyolo
@rtbifle
@honssegirinyamu
@icymichel
@joebiden
@uspresidents_ar
@saharareporters
@wwebige
@wwe

Top Replied-To in G1:
@thearlyons

Top Replied-To in G2:
@leblartels

Top Replied-To in G6:
@wwebige
@wwe
@n_positivevibes
@912croozefm
@profdilipmandal
@pibchennai

Top Replied-To in G7:
@rtbifle
@mr_officiel
@pprevot
@mister_ringo
@alex_oufti
@chrisdefraigne
@alexanderprym
@dhbln
@schneidbr
@aldagor

Top Replied-To in G8:
@taylorswift13

Top Mentioned
Top Mentioned in Entire Graph:
@halliekathaleen
@haroldsinnott
@nc_kay_author
@johnsongiselda
@jesslynnstudio
@alvinfoo
@analytics_699
@koerberwrites
@eirinkidsbooks
@fnafarofficial

Top Mentioned in G1:
@halliekathaleen
@nc_kay_author
@johnsongiselda
@jesslynnstudio
@koerberwrites
@eirinkidsbooks
@teresamwriter
@scribblingdrake
@athenabliss4
@zeta_noelle

Top Mentioned in G2:
@haroldsinnott
@alvinfoo
@analytics_699
@ronald_vanloon
@pawlowskimario
@jblefevre60
@ar_spheroid
@mashable
@steube
@nicochan33

Top Mentioned in G3:
@mehmet_yilmz_
@glams_radio
@tyoppa613
@sonukum36283826
@kuboki00111
@w55124471
@star_anshuman

Top Mentioned in G4:
@deals_asset
@immersiveroach
@skarredghost
@4barel
@ar_spheroid
@andresvilarino
@definames
@haroldsinnott
@youtube
@steube

Top Mentioned in G5:
@fnafarofficial
@mlspence3d
@vovan365
@joey34331115
@happymanbruh
@mac_cheezkid
@foxg_official

Top Mentioned in G6:
@pwilsondmk
@dilipkumarmdk
@karen73984451
@sticchi_alex
@mayraguerreromd
@wwebige
@jaccjournals
@radardogrescue
@iammimichelles
@theenemiespod

Top Mentioned in G7:
@glbouchez
@michelhenrion
@mr_officiel
@luctambeur
@wborsus
@lecho
@sobryrachel
@ecolo
@aclotuche
@phwalkowiak

Top Mentioned in G8:
@nzpost
@jacindaardern
@vlasblomj
@judithcollinsmp
@people
@business
@jeffbezos
@nzpcommissioner
@nzdefenceforce
@nzherald

Top Mentioned in G9:
@little_karitts

Top Mentioned in G10:
@adamsconsulting
@steube

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@propertiesindia
@streamerwall
@cybersec_feeds
@mistersalesman
@chidambara09
@piyuanker12
@yoshiki7111
@streamer_boost

Top Tweeters in G1:
@jgmacleodauthor
@basicbaka
@gabrielconstans
@cynthiamn5
@danglover1
@ericjwriting
@chatvert
@mrboringguy8
@sharagodwinson
@twitmanager_

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@codedailybot
@cybersecurityn8
@hubofml
@fintechna
@discovertech3

Top Tweeters in G3:
@propertiesindia
@yoshiki7111
@eswirdmorgen
@sunnowplay
@rockmamaaki
@bbcr2musicbot
@glams_radio
@bbcanmusicbot
@xxsinapp
@bbcr3musicbot

Top Tweeters in G4:
@evankirstel
@coder_487
@researchmrx
@pekkalooking
@reartistron
@forbes
@ingare_rev
@ayirpelle
@fullnam35087976
@education_24x7

Top Tweeters in G5:
@the_boss2882
@loadingfunkers
@hydroplayz12
@bernie_the_cat
@sebtomtom101
@guadaitsme
@blastyveteran
@itwasjustglitch
@ruskinsgf
@slobf4ce

Top Tweeters in G6:
@catsfromulthar
@nightowl400
@bbcr1musicbot
@gokula15sai
@karen73984451
@dadez33
@wordfinga
@wwe
@912croozefm
@honu17755302

Top Tweeters in G7:
@botliberalisme
@jacquesbriet
@lecho
@iamthemoi
@patrice4020
@mariepobemer
@michelhenrion
@kodeckmanu
@alexanderprym
@vanessa70516238

Top Tweeters in G8:
@business
@people
@abcnews
@skysport
@nzherald
@tookwancottage
@f1
@skysportsf1
@scuderiaferrari
@republicrecords

Top Tweeters in G9:
@repe_sing
@rucue63
@twitch_hanuel
@fore_rhapsody
@winter__dawn
@dasoni0309
@ghk_ql
@bingcyo_
@leesagul0126
@myeong_wol2

Top Tweeters in G10:
@edjlazar
@dancas2
@ianmcalvert
@adamsconsulting
@wboricua98
@lrasquilha
@donnyospeaks
@pavelpe29680089
@quietruby
@mdial


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.