23andMe, Twitter, 10/30/2020 6:47:00 PM, 239188


FAQ | Problem?

23andMe_2020-10-29_21-59-17.xlsx
23andMe_2020-10-29_21-59-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 30, 2020
Short Description:
23andMe via NodeXL https://bit.ly/31XSvAw
@23andme
@monsarkhe
@hannahpekarek
@nik0134
@markquarter
@sexharassed
@presssec
@lachacquitamama
@_canaan_1
@go_learn_it

Top hashtags:
#23andme
#bbmas
#dna
#genealogy
#ancestry
#genetics
#ancestrydna
#genes
#andme
#ashg20

Description:
Description
The graph represents a network of 4,286 Twitter users whose tweets in the requested range contained "23andMe", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 October 2020 at 05:01 UTC.

The requested start date was Thursday, 29 October 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, 56-minute period from Thursday, 15 October 2020 at 00:01 UTC to Wednesday, 28 October 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 : 4286
Unique Edges : 4085
Edges With Duplicates : 6444
Total Edges : 10529
Number of Edge Types : 5
Tweet : 728
Retweet : 1164
MentionsInRetweet : 2210
Replies to : 1581
Mentions : 4846
Self-Loops : 780
Reciprocated Vertex Pair Ratio : 0.0276232851316277
Reciprocated Edge Ratio : 0.0537615009922425
Connected Components : 913
Single-Vertex Connected Components : 443
Maximum Vertices in a Connected Component : 2152
Maximum Edges in a Connected Component : 8021
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.594786
Graph Density : 0.000301815740483112
Modularity : 0.465277
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,286 Twitter users whose tweets in the requested range contained "23andMe", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 30 October 2020 at 05:01 UTC.

The requested start date was Thursday, 29 October 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, 56-minute period from Thursday, 15 October 2020 at 00:01 UTC to Wednesday, 28 October 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 : 23andMe
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:
[21] https://www.ancestry.com/
[17] https://customercare.23andme.com/hc/en-us/articles/360050651194
[17] https://www.23andme.com/
[13] https://blog.23andme.com/ancestry-reports/algorithm-gets-an-upgrade/
[12] https://www.amazon.com/23andMe-DNA-Test-Ancestry-Personal/dp/B01G7PYQTM/ref=as_li_ss_tl?smid=A1KWJVS57NX03I&linkCode=sl1&tag=greenspike-20&linkId=5de605fe6e6aa339812e0958f2be6d99&language=en_US
[12] https://lupress.cas.lehigh.edu/content/myth-jewish-race
[9] https://www.haaretz.com/jewish/.premium-ashkenazis-derive-from-euro-women-1.5348602
[6] https://dna-explained.com/2020/10/26/more-losses-at-23andme-including-no-ethnicity-update-for-v2-v3-or-v4-chip-customers/
[5] https://twitter.com/inc/status/1319265941260242944
[5] https://threader.app/thread/1288485720785661954

Top URLs in Tweet in G1:
[12] https://lupress.cas.lehigh.edu/content/myth-jewish-race
[9] https://www.haaretz.com/jewish/.premium-ashkenazis-derive-from-euro-women-1.5348602
[4] https://twitter.com/arbutus_pointBC/status/1317196037505810432?s=20
[3] https://www.nature.com/articles/nature09103
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC18733/
[3] https://www.livescience.com/40247-ashkenazi-jews-have-european-genes.html#:~:text=Maternal%20DNA&text=The%20majority%20of%20the%20remaining,originating%20in%20the%20Near%20East
[2] https://blog.23andme.com/23andme-customer-stories/korean-adoptee-helps-others/
[2] https://blog.23andme.com/ancestry-reports/algorithm-gets-an-upgrade/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5668307/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3543766/

Top URLs in Tweet in G2:
[7] https://www.ancestry.com/
[4] http://www.paymeinbitcoin.com/
[4] https://twitter.com/hoseoksflwr/status/1319033818574131202
[4] https://blog.23andme.com/ancestry-reports/algorithm-gets-an-upgrade/
[3] https://www.scientificamerican.com/article/23andme-is-terrifying-but-not-for-the-reasons-the-fda-thinks/
[2] https://www.latimes.com/science/sciencenow/la-sci-sn-designer-baby-patent-23andme-dna-20131003-story.html
[2] https://twitter.com/Duretpur/status/1316973863281020931
[2] https://you.23andme.com/covid19-study/?utm_source=23andMe&utm_medium=twitter&utm_content=23c_Product&utm_campaign=covid_external_recruit_landing_page
[2] http://debbiecat.blogspot.com/2020/09/23andme.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://you.23andme.com/covid19-study/

Top URLs in Tweet in G3:
[3] https://people.com/health/amazon-prime-day-23andme-dna-test-kit-sale/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=5f879794609c1e0001a53c0f
[2] https://www.forbes.com/sites/matthewherper/2018/07/25/23andme-gets-300-million-boost-from-glaxo-to-develop-new-drugs/#3a28d9c83213
[2] https://www.youtube.com/watch?v=HF6qNhadmKE&feature=youtu.be

[1] https://www.youtube.com/watch?v=XYZvCpDrEXM&feature=youtu.be

[1] http://A.mil
[1] https://twitter.com/monsarkhe/status/1319472580672225281
[1] https://twitter.com/monsarkhe/status/1320618837516144640
[1] https://www.youtube.com/watch?v=OG91_HY5qew&feature=youtu.be

[1] https://www.youtube.com/watch?v=_e9lRQK9eVQ

[1] https://twitter.com/AbbieJensen15/status/1319652955746758657

Top URLs in Tweet in G4:
[16] https://customercare.23andme.com/hc/en-us/articles/360050651194
[4] https://blog.23andme.com/ancestry-reports/algorithm-gets-an-upgrade/
[3] https://twitter.com/kylegriffin1/status/1318680898271768576
[2] https://www.23andme.com/about/privacy/
[2] https://research.23andme.com/ashg2020/
[2] https://www.ancestry.com/
[1] https://customercare.23andme.com/hc/en-us/articles/211831798
[1] https://customercare.23andme.com/hc/en-us/articles/212169298
[1] https://www.23andme.com
[1] https://www.23andme.com/transparency-report/

Top URLs in Tweet in G5:
[1] https://blog.23andme.com/23andme-customer-stories/embracing-latino-heritage-with-a-mexican-homecoming/?utm_sq=gjrijj5raq
[1] https://twitter.com/HannahPekarek/status/1316850163617599491

Top URLs in Tweet in G6:
[2] https://pubmed.ncbi.nlm.nih.gov/32664879/
[1] https://twitter.com/MarkQuarter/status/1311887273772933121
[1] https://twitter.com/YountLabOSU/status/1256580193575034882
[1] https://twitter.com/outbreaksci/status/1319024631546863617
[1] https://twitter.com/MarkQuarter/status/1304475715920896002
[1] https://twitter.com/MarkQuarter/status/1320528555441299456
[1] https://twitter.com/MarkQuarter/status/1320867000047017984
[1] https://twitter.com/Corey7999/status/1318540182946238465
[1] https://twitter.com/aniramdz/status/1287607006405120000
[1] https://twitter.com/60Minutes/status/1317976069270654976

Top URLs in Tweet in G8:
[1] https://blog.23andme.com/ancestry-reports/algorithm-gets-an-upgrade/
[1] https://twitter.com/bewilderedcopt/status/1319665087238578177?s=21
[1] https://twitter.com/bewilderedcopt/status/1305334010420355073?s=21
[1] https://twitter.com/bewilderedcopt/status/1316569811955208194?s=21
[1] https://twitter.com/bewilderedcopt/status/1296893293779976203?s=21
[1] https://books.google.com/books?id=6pEM6ueisqEC&pg=PA57&dq=Debate+has+centred+around+the+size+of+Egypts+population+in+1800&hl=en&sa=X&ved=2ahUKEwiD7rH93rnsAhVLL6wKHbplCnkQ6AEwAHoECAAQAg#v=onepage&q=Debate%20has%20centred%20around%20the%20size%20of%20Egypts%20population%20in%201800&f=false
[1] https://customercare.23andme.com/hc/en-us/articles/212169298-23andMe-Reference-Populations-Regions
[1] https://twitter.com/bewilderedcopt/status/1176453258757443584?s=21

Top Domains
Top Domains in Tweet in Entire Graph:
[159] twitter.com
[131] 23andme.com
[34] amazon.com
[34] youtube.com
[23] ancestry.com
[13] haaretz.com
[12] lehigh.edu
[11] nih.gov
[9] instagram.com
[8] paymeinbitcoin.com

Top Domains in Tweet in G1:
[44] twitter.com
[19] 23andme.com
[12] youtube.com
[12] lehigh.edu
[11] haaretz.com
[7] nih.gov
[4] instagram.com
[4] nature.com
[4] livescience.com
[2] theguardian.com

Top Domains in Tweet in G2:
[44] twitter.com
[25] 23andme.com
[10] amazon.com
[8] ancestry.com
[8] paymeinbitcoin.com
[4] feedblitz.com
[3] wordpress.com
[3] instagram.com
[3] scientificamerican.com
[3] blogspot.com

Top Domains in Tweet in G3:
[7] youtube.com
[4] twitter.com
[3] people.com
[2] forbes.com
[1] a.mil
[1] theverge.com
[1] wikipedia.org
[1] cnn.com

Top Domains in Tweet in G4:
[32] 23andme.com
[15] twitter.com
[2] ancestry.com
[1] sciencemag.org
[1] eventbrite.com
[1] bestcompany.com
[1] forensicmag.com
[1] change.org
[1] nbcnews.com
[1] unescwa.org

Top Domains in Tweet in G5:
[1] 23andme.com
[1] twitter.com

Top Domains in Tweet in G6:
[10] twitter.com
[2] nih.gov

Top Domains in Tweet in G8:
[5] twitter.com
[2] 23andme.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] 23andme
[76] bbmas
[58] dna
[32] genealogy
[32] ancestry
[23] genetics
[18] ancestrydna
[13] genes
[12] andme
[12] ashg20



Top Hashtags in Tweet in G1:
[9] 23andme
[7] dna
[7] sacnas2020
[4] breastcancerawarenessmonth
[3] familyhistorymonth
[3] kidsincages
[3] reunitefamilies
[3] genetics
[3] primeday2020
[3] primeday

Top Hashtags in Tweet in G2:
[35] 23andme
[9] dna
[4] bitcoin
[4] genealogy
[4] bayarea
[4] biotech
[3] unsolvedmysteries
[2] primeday
[2] covid19
[2] genetics

Top Hashtags in Tweet in G3:
[10] 23andme
[6] mosesvaaron
[4] dna
[3] 1909voxgod
[2] arista
[2] powderfilm
[2] 18uscode795
[2] sergeybrin
[2] google
[2] annewojcicki

Top Hashtags in Tweet in G4:
[9] ashg20
[5] dna
[4] 23andme
[3] genealogy
[3] blurbbooks
[2] biology
[2] mexicanamerican
[2] cdnpoli
[2] ancestrydna
[1] confused

Top Hashtags in Tweet in G5:
[3] bgrgroup
[3] azerbaijan
[3] artsakh
[1] armenians
[1] bgr
[1] dropbgrgroup
[1] dna
[1] 23andme
[1] houndonthehunt
[1] privacy

Top Hashtags in Tweet in G7:
[76] bbmas

Top Hashtags in Tweet in G8:
[4] 23andme
[1] ancestrydna

Top Hashtags in Tweet in G10:
[1] 23andme

Top Words
Top Words in Tweet in Entire Graph:
[3389] 23andme
[805] dna
[756] arielelysegold
[754] henmazzig
[468] ancestry
[382] results
[272] test
[268] jewish
[267] ashkenazi
[259] right

Top Words in Tweet in G1:
[1121] 23andme
[755] arielelysegold
[753] henmazzig
[244] jewish
[234] ashkenazi
[198] european
[164] results
[150] back
[145] jew
[144] 99

Top Words in Tweet in G2:
[457] 23andme
[113] dna
[78] results
[65] test
[61] ancestry
[40] more
[37] updated
[35] #23andme
[31] family
[28] kit

Top Words in Tweet in G3:
[52] 23andme
[23] laurahelmuth
[23] isogg
[19] sciam
[19] defenseintel
[17] youtube
[16] comey
[15] uniofoxford
[14] directorwray
[14] teamusa

Top Words in Tweet in G4:
[229] 23andme
[146] ancestry
[100] dna
[56] kids
[44] amandablount2
[39] take
[36] parents
[33] more
[33] test
[31] tests

Top Words in Tweet in G5:
[217] 23andme
[213] dna
[204] right
[201] genopalate
[201] diet
[191] hannahpekarek
[109] paleo
[109] data
[107] answer
[107] uploaded

Top Words in Tweet in G6:
[23] 23andme
[11] covid
[11] cclri
[9] test
[9] thermofisher
[8] illumina
[7] markquarter
[7] markwarner
[7] snp
[7] genetics

Top Words in Tweet in G7:
[77] 23andme
[77] bts_twt
[76] bbmas
[76] award
[76] top
[76] social
[76] artist
[76] presented
[76] goes
[76] #bbmas

Top Words in Tweet in G8:
[53] 23andme
[18] egyptian
[16] update
[15] coptic
[13] century
[12] test
[11] dna
[10] 7th
[9] ad
[8] more

Top Words in Tweet in G10:
[2] scientific
[2] evidence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[742] arielelysegold,23andme
[622] 23andme,henmazzig
[251] 23andme,results
[201] diet,right
[179] ashkenazi,jewish
[153] 23andme,ancestry
[144] results,back
[138] european,descent
[136] 99,european
[134] mostly,ashkenazi

Top Word Pairs in Tweet in G1:
[741] arielelysegold,23andme
[621] 23andme,henmazzig
[168] ashkenazi,jewish
[143] 23andme,results
[135] european,descent
[134] 99,european
[134] mostly,ashkenazi
[132] back,99
[132] jewish,according
[131] results,back

Top Word Pairs in Tweet in G2:
[46] 23andme,results
[27] dna,test
[23] 23andme,test
[18] 23andme,ancestry
[15] 23andme,kit
[15] 23andme,updated
[12] 23andme,dna
[10] personal,genetic
[10] genetic,dna
[10] native,american

Top Word Pairs in Tweet in G3:
[13] laurahelmuth,sciam
[12] ahdictionary,collinsdict
[12] directorwray,comey
[11] thinkpix_suze,oed
[11] oed,ahdictionary
[11] collinsdict,thecrashcourse
[11] thecrashcourse,betsydevosed
[11] betsydevosed,ajitpaifcc
[11] ajitpaifcc,brendancarrfcc
[11] brendancarrfcc,fcc

Top Word Pairs in Tweet in G4:
[85] 23andme,ancestry
[34] ancestry,23andme
[28] dna,tests
[23] dna,test
[22] take,convince
[22] convince,23andme
[22] ancestry,donate
[22] donate,dna
[22] tests,500
[22] 500,kids

Top Word Pairs in Tweet in G5:
[201] diet,right
[107] paleo,diet
[107] right,dna
[107] dna,answer
[107] answer,uploaded
[107] uploaded,23andme
[107] 23andme,data
[107] data,genopalate
[107] genopalate,gave
[99] hannahpekarek,paleo

Top Word Pairs in Tweet in G6:
[6] illumina,thermofisher
[5] usacehq,23andme
[5] markwarner,23andme
[5] 23andme,hhminews
[5] hhminews,yountlabosu
[5] yountlabosu,cclri
[4] 23andme,test
[4] ace2,snp
[4] prevent,deaths
[4] covid,19

Top Word Pairs in Tweet in G7:
[76] award,top
[76] top,social
[76] social,artist
[76] artist,presented
[76] presented,23andme
[76] 23andme,goes
[76] goes,bts_twt
[76] bts_twt,#bbmas
[75] bbmas,award

Top Word Pairs in Tweet in G8:
[10] 7th,century
[9] coptic,egyptian
[9] century,ad
[8] 23andme,update
[7] cvhh39911990,tutreborn
[6] emerged,7th
[5] pharoanic_copt,starchild737
[5] 23andme,support
[5] thomas_yo_els,ahmednadim22
[5] ahmednadim22,erasmeducaire

Top Word Pairs in Tweet in G10:
[2] scientific,evidence

Top Replied-To
Top Replied-To in Entire Graph:
@arielelysegold
@23andme
@moonros
@amk262
@immort4l_legacy
@zillamane41
@scripteladora
@ianthesceptic
@justinbrannan
@childofeternity

Top Replied-To in G1:
@arielelysegold
@moonros
@amk262
@23andme
@immort4l_legacy
@zillamane41
@scripteladora
@ianthesceptic
@childofeternity
@isaacdecastrog

Top Replied-To in G3:
@thinkpix_suze
@kwelkernbc
@caitlynkim
@laurahelmuth
@washpostbiz
@politico
@susanwojcicki
@hawtingibb
@repmattgaetz
@darpa

Top Replied-To in G4:
@23andme
@kylegriffin1
@jacobsoboroff
@amandablount2
@23andmesupport
@bullmastiffdog
@joebiden
@projectlincoln
@enigmamachine9
@lizglock40

Top Replied-To in G5:
@hannahpekarek
@ancestry
@familyhisthound
@heathen31343337
@andrwsears

Top Replied-To in G6:
@markwarner
@amieparnes
@donnayoungdc
@uabgctp
@cclri
@dailykos
@ranafrancois
@andreworlich
@mitchannon
@drwoodymyers

Top Replied-To in G7:
@bbmas

Top Replied-To in G8:
@melaniteworld
@fa_b_ian
@xerotheo
@kyrilloswannes
@raisin13674217
@_maalouf_backup
@numbersgohere
@laurenthamelekh
@pharoanic_copt
@qarthage

Top Replied-To in G9:
@jordanbassior

Top Replied-To in G10:
@snowleopards12

Top Mentioned
Top Mentioned in Entire Graph:
@23andme
@henmazzig
@arielelysegold
@hannahpekarek
@ancestry
@bts_twt
@bbmas
@immort4l_legacy
@isaacdecastrog
@amandablount2

Top Mentioned in G1:
@23andme
@henmazzig
@arielelysegold
@immort4l_legacy
@isaacdecastrog
@just_levi_d
@stpolishook
@dna_efc
@amisraelhaihai
@zillamane41

Top Mentioned in G2:
@_biodiversa
@berdashnative
@debbiecat
@mobspider
@humpderek
@stigmabase
@cue_redd

Top Mentioned in G3:
@23andme
@isogg
@laurahelmuth
@sciam
@defenseintel
@comey
@teamusa
@directorwray
@youtube
@cambridge

Top Mentioned in G4:
@23andme
@ancestry
@amandablount2
@23andmeresearch
@joebiden
@georgetakei
@genomelink
@23andmesupport
@whitehouse
@usps

Top Mentioned in G5:
@hannahpekarek
@23andme
@ancestry
@sexharassed

Top Mentioned in G6:
@23andme
@cclri
@thermofisher
@illumina
@markquarter
@hhminews
@yountlabosu
@usacehq
@ouraring
@secazar

Top Mentioned in G7:
@23andme
@bts_twt
@bbmas
@btscene_br

Top Mentioned in G8:
@bewilderedcopt
@cvhh39911990
@tutreborn
@starchild737
@thomas_yo_els
@ahmednadim22
@erasmeducaire
@please_floss
@matthewacherry
@sonyanimation

Top Mentioned in G9:
@againstsodomy
@brad_feinman
@ooohglobbits
@tjmair
@frankichiro
@wisemanryder
@imkimaaron
@splintersimba
@thedukeistheman
@johnjin33775642

Top Mentioned in G10:
@claudslucas
@neoshred
@wiguy45
@hesanaughtyboy
@zalphaprime
@a_damned_smith
@sdarkmore
@smug2bme
@enby896
@quiptography

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@robinsnewswire
@threadreaderapp
@iwd12
@britpoptarts
@chipotletweets
@legallybae
@porridgeisgood
@thehill
@perezguadarrama

Top Tweeters in G1:
@porridgeisgood
@champagnephilly
@missleighcarter
@henjoeschmoe
@cunningham_cch
@blueravefinn
@dosrivers
@leila1h
@dvd_present777
@wickedfairysad

Top Tweeters in G2:
@robinsnewswire
@stigmabase
@eleven8
@yoda
@mohd_arif
@cnet
@crm_cws_cloud
@_wsbg
@_oftoday_
@perthshiremags

Top Tweeters in G3:
@businessinsider
@business
@thalassa2008
@kkallen_author
@sandoly
@southerngemgal
@mailonline
@wmn4srvl
@politico
@usatoday

Top Tweeters in G4:
@legallybae
@alizardx
@ae4ca
@diddymcc
@lee_in_iowa
@janjanward
@mandykilpatric4
@scanmyphotos
@msnbc
@keelingcurve_9

Top Tweeters in G5:
@perezguadarrama
@ecclesias
@aziegler
@qwertyuiioasdg
@farfel54
@jillian_rose07
@towheehillart
@laurenm57
@michelescott12
@loverofpups777

Top Tweeters in G6:
@inittowinit007
@indystar
@newshour
@donnayoungdc
@sharron_royalty
@bestnaunieever
@dailykos
@p0a_triot23
@55true4u
@kendavi80404473

Top Tweeters in G7:
@memerusherelf
@bc6952a7b78d455
@soty_on_
@tata_euphoria
@hopescences
@quasarpjm
@magicshopjmx
@chaoticpjm
@flawerbang
@drew_suprema

Top Tweeters in G8:
@matthewacherry
@projectkearsley
@burnettrm
@cjgbvictoria
@blackgyalrage
@maroune_e77
@bewilderedcopt
@thomas_yo_els
@laurenthamelekh
@erasmeducaire

Top Tweeters in G9:
@thegod_particle
@atheism_has_nil
@mirandadied4u
@debbiepalm44
@imkimaaron
@tjmair
@ooohglobbits
@nuckchorris16
@rainmc
@sariellaherself

Top Tweeters in G10:
@soddem_666
@zalphaprime
@megavolt1
@malo_j
@babetruth2
@taygee
@quantumhawk666
@wiguy45
@kester_lowers
@wolfpak561


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.