SARS-COV, Twitter, 9/18/2020 10:29:30 AM, 235391


FAQ | Problem?

SARS-COV_2020-09-18_01-58-19.xlsx
SARS-COV_2020-09-18_01-58-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/2RDxuFI
@realdonaldtrump
@flavinkins
@jb_hilterman
@edrybicki
@gmwatch
@daniel_bilar
@marooncape
@drones4usa
@msnorthcott
@existential2020

Top hashtags:
#sarscov2
#qplusnews
#coronavirus
#covid19
#chlorinedioxideworks
#closys
#bats

Description:
Description
The graph represents a network of 3,681 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 September 2020 at 09:00 UTC.

The requested start date was Friday, 18 September 2020 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 13-day, 23-hour, 35-minute period from Friday, 04 September 2020 at 00:21 UTC to Thursday, 17 September 2020 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 : 3681
Unique Edges : 2764
Edges With Duplicates : 3128
Total Edges : 5892
Number of Edge Types : 5
Tweet : 509
Retweet : 1132
MentionsInRetweet : 1563
Replies to : 806
Mentions : 1882
Self-Loops : 554
Reciprocated Vertex Pair Ratio : 0.0189352360043908
Reciprocated Edge Ratio : 0.0371667115539995
Connected Components : 786
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 975
Maximum Edges in a Connected Component : 2247
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 9.240118
Graph Density : 0.000274101437463827
Modularity : 0.63834
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,681 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 18 September 2020 at 09:00 UTC.

The requested start date was Friday, 18 September 2020 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 13-day, 23-hour, 35-minute period from Friday, 04 September 2020 at 00:21 UTC to Thursday, 17 September 2020 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 : SARS-COV
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:
[7] https://qplusnews.com/closys-mouthwash-kills-sars-cov
[6] https://dx.doi.org/10.1101/2020.09.08.284737
[6] https://www.youtube.com/watch?v=1OksrNgvVO0&feature=youtu.be

[5] https://jvi.asm.org/content/early/2020/09/10/JVI.01410-20
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[5] https://www.biorxiv.org/content/10.1101/2020.09.08.284737v1
[5] https://qplusnews.com/hcq-effective-against-sars-cov-part-3
[4] https://www.nhs.uk/conditions/sars/
[4] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69

Top URLs in Tweet in G1:
[3] https://www.biorxiv.org/content/10.1101/2020.09.08.284737v1
[2] https://www.biorxiv.org/cgi/content/short/2020.09.08.284737v1
[2] https://awesomecapital.blogspot.com/2020/09/acute-transverse-myelitis-associated.html?spref=tw
[1] https://mbio.asm.org/content/9/5/e01753-18
[1] https://www.bbc.com/mundo/noticias-54008349
[1] http://arxiv.org/abs/2007.10274v2?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.youtube.com/watch?v=9D-HDywaKJw&feature=youtu.be

[1] https://prescottscc.org/catalog/
[1] https://twitter.com/TorontoStar/status/1301846956424204288
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41422-020-0390-x

Top URLs in Tweet in G3:
[1] https://twitter.com/MarcusBeam1/status/1304258022500454400
[1] https://twitter.com/TimTravis2/status/1304131566809964546
[1] https://twitter.com/HeckofaLiberal/status/1287809236420894721?s=20

Top URLs in Tweet in G4:
[2] https://patents.justia.com/patent/10702599
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2803%2900806-5%2Ffulltext&rc=0
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801287/
[1] http://www.richardpresser.com/wordpress/moderna-patent-revision-of-march-2019-revealed-impending-coronavirus-release/
[1] https://www.centerforhealthsecurity.org/resources/COVID-19/COVID-19-fact-sheets/200128-nCoV-whitepaper.pdf
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2575-3
[1] https://www.zerohedge.com/medical/rogue-chinese-virologist-joins-twitter-publishes-evidence-covid-19-created-lab
[1] https://pubmed.ncbi.nlm.nih.gov/26552008/
[1] https://europepmc.org/article/pmc/pmc7111894
[1] https://www.researchgate.net/publication/254615633_Cofactors_in_Coronavirus_Entry

Top URLs in Tweet in G5:
[1] https://twitter.com/presscoreca/status/1299698400758300673
[1] https://pubmed.ncbi.nlm.nih.gov/28011970/
[1] https://twitter.com/presscoreca/status/1300585717572292608
[1] https://twitter.com/presscoreca/status/1301456233891868675

Top URLs in Tweet in G7:
[1] https://twitter.com/Doc_Myles/status/1306458369373347840
[1] https://www.jpost.com/health-science/israeli-scientists-in-three-weeks-we-will-have-coronavirus-vaccine-619101
[1] https://www.foxnews.com/health/university-pittsburgh-antibody-neutralizes-coronavirus
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[1] https://www.healio.com/pediatrics/respiratory-infections/news/online/%7B1adbec96-e53b-4d62-9eef-d0672970b61d%7D/chloroquine-azithromycin-combination-decreased-respiratory-gastrointestinal-tract-infections
[1] https://www.niaid.nih.gov/diseases-conditions/coronaviruses

Top URLs in Tweet in G8:
[4] https://www.nhs.uk/conditions/sars/
[4] https://www.who.int/csr/sars/archive/2003_05_07a/en/
[2] https://pubmed.ncbi.nlm.nih.gov/32668444/
[2] https://www.youtube.com/watch?v=bsgBM6yHBZ8

[1] https://pubmed.ncbi.nlm.nih.gov/32668444/?fbclid=IwAR3s4jsg_5c2jhWXT7AY1zRKOJCz_7o-0nqjcZ0V4BkDW-N6zGk42OKx2mI
[1] https://pubmed.ncbi.nlm.nih.gov/32668444/?fbclid=IwAR0LL8B6cR3bLa93vp1mo2D7EskZo5iXWfVWJAm88Th_Y3KkRCJTSD5Pt5Q
[1] https://wwwnc.cdc.gov/eid/article/11/7/05-0219_article
[1] https://www.who.int/emergencies/mers-cov/en/
[1] https://www.biorxiv.org/content/10.1101/2020.09.08.284737v1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Feclinm%2Farticle%2FPIIS2589-5370%2820%2930228-5%2Ffulltext&rc=0

Top URLs in Tweet in G9:
[5] https://jvi.asm.org/content/early/2020/09/10/JVI.01410-20
[2] https://www.jax.org/news-and-insights/2020/august/unlocking-age-dependent-coronavirus-susceptibility

Top URLs in Tweet in G10:
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-0771-4
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[2] http://bio-virus.org/index.html
[1] https://www.insidesources.com/joe-bidens-draft-record-looks-a-lot-like-donald-trumps-do-democrats-care/
[1] https://www.cdc.gov/media/releases/2020/p0130-coronavirus-spread.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-0820-9%3Ffbclid%3DIwAR3w65RgILi01mVjIMQ2LKeZS4xUkLz5LRBinImTKRPOWSnCqIQWw_hDzR0
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/

Top Domains
Top Domains in Tweet in Entire Graph:
[73] twitter.com
[39] nih.gov
[26] youtube.com
[23] nature.com
[16] biorxiv.org
[16] qplusnews.com
[15] elsevierhealth.com
[11] maghreb-post.de
[10] asm.org
[9] doi.org

Top Domains in Tweet in G1:
[39] twitter.com
[8] biorxiv.org
[6] linkedin.com
[6] trialbulletin.com
[3] youtube.com
[3] nature.com
[3] sciencemag.org
[2] asm.org
[2] arxiv.org
[2] elsevierhealth.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[3] nih.gov
[2] justia.com
[2] elsevierhealth.com
[2] nature.com
[2] twitter.com
[1] richardpresser.com
[1] centerforhealthsecurity.org
[1] zerohedge.com
[1] europepmc.org
[1] researchgate.net

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

Top Domains in Tweet in G7:
[2] nih.gov
[1] twitter.com
[1] jpost.com
[1] foxnews.com
[1] healio.com

Top Domains in Tweet in G8:
[5] who.int
[4] nhs.uk
[4] nih.gov
[2] youtube.com
[1] cdc.gov
[1] biorxiv.org
[1] elsevierhealth.com

Top Domains in Tweet in G9:
[5] asm.org
[2] jax.org

Top Domains in Tweet in G10:
[6] nature.com
[2] bio-virus.org
[1] insidesources.com
[1] cdc.gov
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[57] sarscov2
[48] qplusnews
[44] coronavirus
[33] covid19
[26] chlorinedioxideworks
[21] closys
[18] bats
[12] كورونا
[9] hcqworks
[8] chlorinedioxide



Top Hashtags in Tweet in G1:
[7] covid19
[7] coronavirus
[3] covid
[2] cuartomilenio
[2] oms
[2] impact
[2] ace2
[2] 2019ncov
[1] sarscov2
[1] biophysics

Top Hashtags in Tweet in G2:
[2] fvd
[1] newyorkprotests
[1] michiganprotest
[1] markrutte
[1] hugodejonge

Top Hashtags in Tweet in G4:
[2] plannedemic
[1] covid19
[1] coronavirus
[1] sarscov2

Top Hashtags in Tweet in G5:
[1] coronavirus

Top Hashtags in Tweet in G7:
[1] kag

Top Words
Top Words in Tweet in Entire Graph:
[2720] sars
[2679] cov
[576] virus
[402] 19
[393] covid
[236] coronavirus
[219] mers
[210] bat
[197] research
[151] fauci

Top Words in Tweet in G1:
[398] cov
[393] sars
[66] virus
[52] covid
[47] 19
[35] mers
[32] coronavirus
[22] respiratory
[19] 2003
[19] infection

Top Words in Tweet in G2:
[129] 19
[124] sars
[122] cov
[89] niet
[66] meer
[66] lijst
[65] staat
[64] covid
[62] anja_36
[62] staatscourant

Top Words in Tweet in G3:
[133] cov
[131] sars
[114] virus
[112] gain
[112] function
[110] msnorthcott
[110] fauci
[110] research
[109] funded
[109] bat

Top Words in Tweet in G4:
[70] sars
[65] cov
[30] virus
[16] covidmillion
[16] ale_battini
[14] mcfunny
[14] barryjohnreid21
[13] geoffschuler
[13] carlsmythe
[13] kayvonpaul

Top Words in Tweet in G5:
[125] presscoreca
[108] bill
[108] gates
[60] treatment
[54] justin
[54] trudeau
[53] boris
[53] johnson
[53] 29
[53] govs

Top Words in Tweet in G6:
[95] científicos
[95] cambiando
[95] medida
[95] conociendo
[94] nataliavartan
[94] gente
[94] critica
[94] ir
[94] posiciones
[94] acerca

Top Words in Tweet in G7:
[51] cov
[49] sars
[23] realdonaldtrump
[21] virus
[16] covid
[13] 19
[11] coronavirus
[11] china
[10] mers
[10] people

Top Words in Tweet in G8:
[65] sars
[57] cov
[12] rate
[12] case
[10] virus
[10] fatality
[9] lasting
[9] cells
[9] ballouxfrancois
[8] showed

Top Words in Tweet in G9:
[19] sars
[19] cov
[8] themenacherylab
[7] susceptibility
[5] type
[5] interferon
[5] distinguishes
[4] thelonevirologi
[3] research
[3] needs

Top Words in Tweet in G10:
[36] sars
[34] cov
[13] natural
[11] tuckercarlson
[11] viruses
[11] used
[10] realliangnaduo
[10] 72daystar
[10] foxnews
[10] zc45

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2486] sars,cov
[319] covid,19
[224] cov,sars
[162] mers,cov
[122] gain,function
[114] function,research
[113] bat,virus
[112] fauci,funded
[111] chapel,hill
[111] bill,gates

Top Word Pairs in Tweet in G1:
[365] sars,cov
[44] covid,19
[37] cov,sars
[28] mers,cov
[18] respiratory,syndrome
[17] acute,respiratory
[16] severe,acute
[16] coronavirus,sars
[15] cov,mers
[13] cov,virus

Top Word Pairs in Tweet in G2:
[114] sars,cov
[65] cov,19
[64] covid,19
[63] niet,meer
[62] staatscourant,gisteren
[62] gisteren,bekendmaking
[62] bekendmaking,covid
[62] 19,sars
[62] 19,staat
[62] staat,niet

Top Word Pairs in Tweet in G3:
[131] sars,cov
[112] gain,function
[108] fauci,funded
[108] funded,gain
[108] function,research
[108] research,university
[108] university,north
[108] north,carolina
[108] carolina,chapel
[108] chapel,hill

Top Word Pairs in Tweet in G4:
[60] sars,cov
[11] eddarrell,rcprentice
[11] ghoppe,organicdot
[11] covidmillion,monstatofu
[11] monstatofu,monstercoyliar
[11] monstercoyliar,ephesians6__12
[11] ephesians6__12,ale_battini
[11] boastira,chris_f_carson
[11] markmcdougall13,peterre76976220
[11] peterre76976220,kathmarval

Top Word Pairs in Tweet in G5:
[108] bill,gates
[54] justin,trudeau
[53] trudeau,boris
[53] boris,johnson
[53] johnson,29
[53] 29,govs
[53] govs,giving
[53] giving,bill
[53] gates,vaccine
[53] vaccine,group

Top Word Pairs in Tweet in G6:
[95] medida,conociendo
[94] gente,critica
[94] critica,científicos
[94] científicos,ir
[94] ir,cambiando
[94] cambiando,posiciones
[94] posiciones,medida
[94] conociendo,acerca
[94] acerca,algún
[93] nataliavartan,gente

Top Word Pairs in Tweet in G7:
[44] sars,cov
[12] covid,19
[7] mers,cov
[6] 2004,covid
[5] human,coronavirus
[5] cov,2002
[5] 2002,2004
[5] 19,china
[5] 2019,ncov
[5] cov,mers

Top Word Pairs in Tweet in G8:
[52] sars,cov
[9] case,fatality
[9] fatality,rate
[7] showed,patients
[7] recovered,sars
[7] long,lasting
[6] patients,recovered
[6] possess,long
[6] lasting,memory
[6] memory,cells

Top Word Pairs in Tweet in G9:
[18] sars,cov
[5] type,interferon
[5] interferon,susceptibility
[5] susceptibility,distinguishes
[5] distinguishes,sars
[5] cov,sars
[5] cov,themenacherylab
[4] thelonevirologi,type
[3] niaidnews,awarded
[3] awarded,year

Top Word Pairs in Tweet in G10:
[33] sars,cov
[10] 72daystar,foxnews
[10] foxnews,natural
[10] natural,viruses
[10] viruses,zc45
[10] zc45,zxc21
[10] zxc21,used
[10] used,templates
[10] templates,specific
[10] specific,pathogeniety

Top Replied-To
Top Replied-To in Entire Graph:
@waltisiegrist
@realdonaldtrump
@felicea
@nolanursern
@jordanschachtel
@erictopol
@patricksavalle
@domdasthreads
@joyvbehar
@ballouxfrancois

Top Replied-To in G2:
@patricksavalle
@minpres
@hugodejonge
@thierrybaudet
@uteschlieper
@utobian
@usarmy
@dewaarh13436565
@volkskrant
@lokaalgeld

Top Replied-To in G4:
@ale_battini
@mwforhr
@angela_bower
@baileinis
@landau_18901
@flavinkins
@justiceforevee
@jkellyca
@100dianne
@lizariza

Top Replied-To in G6:
@nataliavartan

Top Replied-To in G7:
@realdonaldtrump
@mnsbc1
@genflynn
@karluskap
@sayitellieb
@realgspatton007
@stacey_rudin
@susanan83221007
@trump2020jolynn
@landau_18901

Top Replied-To in G8:
@ballouxfrancois
@alexberenson
@marie23984656
@anonvaperson
@duzbme
@juechi1
@koalablah
@mlilleker
@darkfarces
@timwoodrow5

Top Replied-To in G9:
@indyspiritus
@edrybicki
@khefferon
@docmelbourne

Top Replied-To in G10:
@tuckercarlson
@rossfairchild
@fairgov
@brennalass
@mdrinnert
@cpt_stanley
@tismdude
@nurse_cpena
@72daystar
@sigtruth

Top Mentioned
Top Mentioned in Entire Graph:
@presscoreca
@msnorthcott
@nataliavartan
@anja_36
@cieseksandra
@flahault
@cyrilpedia
@ndrinfo
@realdonaldtrump
@paulmuaddib61

Top Mentioned in G1:
@nukonyan0808
@marymar28207884
@leve_raged
@coronav56327011
@cmencke

Top Mentioned in G2:
@anja_36
@wybrenvanhaga
@dayarvsvau
@minpres
@nos
@thierrybaudet
@tweetlelidy
@marionkoopmans
@superjan
@wimjmvoermans

Top Mentioned in G3:
@msnorthcott
@smackenziekerr
@tlowdon
@michaelcoudrey

Top Mentioned in G4:
@covidmillion
@mcfunny
@barryjohnreid21
@geoffschuler
@ale_battini
@carlsmythe
@kayvonpaul
@dadsonworldwide
@eddarrell
@wherejuliet

Top Mentioned in G5:
@presscoreca

Top Mentioned in G6:
@nataliavartan

Top Mentioned in G7:
@realdonaldtrump
@breitbartnews
@thehill
@motherwitadv
@ricky_rausch
@graffchristian4
@foxnews
@genflynn
@conserv2mysoul
@potus

Top Mentioned in G8:
@realdenisewelch
@fatemperor
@ballouxfrancois
@markready47
@abirballan
@leovaradkar
@juniordrblog
@bbcnews
@i_am_contented
@thismorning

Top Mentioned in G9:
@themenacherylab
@thelonevirologi
@us_fda
@niaidnews
@jbubier
@elissajchesler
@resourceful1942
@jimsatone
@stuartsmyth66
@synthon61

Top Mentioned in G10:
@foxnews
@realliangnaduo
@72daystar
@tuckercarlson
@tomfitton
@twitter
@judicialwatch
@mattybanks
@sigtruth
@wcheesemaker

Top Tweeters
Top Tweeters in Entire Graph:
@sumariumcom
@isaaranjuez
@revolution_fr
@missyjo79
@el_universal_mx
@drdaveanddee
@crweworld
@ary_antipt
@thehill
@ia_regnum

Top Tweeters in G1:
@crweworld
@blackphysicists
@rigotordoc
@srzhtesfay
@fbwm8888
@sk_twicemomo96
@iwearagasmask
@olivanoticias
@sharptusk
@khandanim

Top Tweeters in G2:
@telegraaf
@nos
@volkskrant
@skynewsaust
@obraeckenssieck
@plepsart
@caelisangelus
@fritstenhove
@ronpeppenster
@rolandbouman

Top Tweeters in G3:
@owlwoman911_
@madrynha2012
@z_chrissie
@cjsienna55
@kldude
@boltladypls
@lawyer4laws
@la_cooks
@delaynelee
@54doggie

Top Tweeters in G4:
@eddarrell
@mwforhr
@luigi_warren
@_mamadeb
@beckyjohnson222
@monstercoyliar
@haveaconcern
@frankdelia7
@petrusmax4
@gmwatch

Top Tweeters in G5:
@vivianmtl
@4est2j
@levyloiseau
@onceuponattimei
@blueyes9445
@lulu111593
@casperthemedic
@canadaknife
@boysha
@kathy19090674

Top Tweeters in G6:
@escritoenmi
@cordobesdel72
@ninesmafia
@ruth4lis
@kjwbxg
@julia6212
@panchopitu
@lajula13
@rosastark_
@barbysev

Top Tweeters in G7:
@thehill
@ajcalmaga
@conserv2mysoul
@funder
@realgspatton007
@ljt_is_me
@shawnt1973
@breitbartnews
@thelastrefuge2
@sayitellieb

Top Tweeters in G8:
@bbcnews
@csibike1
@snigskitchen
@clarkemicah
@1000histoires
@jamesdelingpole
@monkeymonk2012
@fatemperor
@flosssays
@thismorning

Top Tweeters in G9:
@kavn
@jodikoberinski
@mbalter
@drkristieleong
@olivefarmer
@resourceful1942
@leecamp
@kenjaques
@specnews1rdu
@edrybicki

Top Tweeters in G10:
@foxnews
@michaelbeatty3
@usalovegod
@jaketapper
@jackposobiec
@bradpresta
@shawna_7777
@eddyjetface
@judicialwatch
@ladyfyreaz


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.