SocNetAnalysts OR #Sunbelt2020, Twitter, 7/16/2020 11:33:56 PM, 230740


FAQ | Problem?

SocNetAnalysts OR #Sunbelt2020 Twitter NodeXL SNA Map and Report for Thursday, 16 July 2020 at 21:33
SocNetAnalysts OR #Sunbelt2020 Twitter NodeXL SNA Map and Report for Thursday, 16 July 2020 at 21:33
From:
marc_smith
Uploaded on:
July 16, 2020
Short Description:
SocNetAnalysts OR #Sunbelt2020 via NodeXL https://bit.ly/2OwBJRN
@socnetanalysts
@lista_redes
@csmarcum
@akbaritabar
@shugars
@kerstinsailer
@sociologistblp
@chisocnet
@droneale
@geomaisonobe

Top hashtags:
#sunbelt2020
#sna
#virtualsunbelt
#wins
#covidー19
#ars

Description:
Description
The graph represents a network of 259 Twitter users whose recent tweets contained "SocNetAnalysts OR #Sunbelt2020", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 16 July 2020 at 21:34 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 38-minute period from Wednesday, 08 July 2020 at 11:29 UTC to Thursday, 16 July 2020 at 21:07 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 : 259
Unique Edges : 764
Edges With Duplicates : 587
Total Edges : 1351
Number of Edge Types : 5
Retweet : 329
Mentions : 370
Replies to : 76
MentionsInRetweet : 502
Tweet : 74
Self-Loops : 74
Reciprocated Vertex Pair Ratio : 0.109756097560976
Reciprocated Edge Ratio : 0.197802197802198
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 252
Maximum Edges in a Connected Component : 1344
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.715188
Graph Density : 0.0136182694322229
Modularity : 0.334408
NodeXL Version : 1.0.1.437
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230731
Data Import : The graph represents a network of 259 Twitter users whose recent tweets contained "SocNetAnalysts OR #Sunbelt2020", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 16 July 2020 at 21:34 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 38-minute period from Wednesday, 08 July 2020 at 11:29 UTC to Thursday, 16 July 2020 at 21:07 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 : TwitterSearch
Graph Term : SocNetAnalysts OR #Sunbelt2020
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.insna.org/events/sunbelt-virtual-conference
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230625
[9] http://www.pfeffer.at/sunbelt/index.php?id=paris
[7] https://www.chisocnet.org/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230677
[6] https://www.youtube.com/channel/UCofGv2fk2HnVXW45d1K4ujw/videos
[5] https://www.sciencedirect.com/science/article/abs/pii/S0378873304000644
[5] https://abbyrudolph.com/
[5] https://twitter.com/SocNetAnalysts/status/1282707169289232393
[4] https://twitter.com/SocNetAnalysts/status/1276571830753456128

Top URLs in Tweet in G1:
[9] http://www.pfeffer.at/sunbelt/index.php?id=paris
[4] https://www.insna.org/events/sunbelt-virtual-conference
[3] https://www.insna.org/events/covid-19
[2] https://abbyrudolph.com/
[2] https://mariannesarkis.com/wp-content/uploads/2020/07/Sunbelt-Conference-Program-2020.docx
[2] https://twitter.com/jimiadams/status/1281293147625025536
[2] https://twitter.com/SocNetAnalysts/status/1282707169289232393
[1] https://twitter.com/SocNetAnalysts/status/1276571830753456128
[1] http://www.pfeffer.at/sunbelt/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230625

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230625
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230677
[4] https://www.insna.org/events/sunbelt-virtual-conference
[3] https://www.youtube.com/channel/UCofGv2fk2HnVXW45d1K4ujw/videos
[2] https://www.sciencedirect.com/science/article/abs/pii/S0378873304000644
[1] http://www.pfeffer.at/sunbelt/talks/track_64.html
[1] https://twitter.com/Akbaritabar/status/1142148936418910208
[1] https://twitter.com/SocNetAnalysts/status/1276571830753456128
[1] https://www.tandfonline.com/doi/full/10.1080/1369118X.2020.1713844?cookieSet=1
[1] https://twitter.com/connectionssna/status/1282470734468538369

Top URLs in Tweet in G3:
[5] https://www.insna.org/events/sunbelt-virtual-conference
[3] https://www.sciencedirect.com/science/article/abs/pii/S0378873304000644
[2] https://www.youtube.com/channel/UCofGv2fk2HnVXW45d1K4ujw/videos
[1] https://d1wqtxts1xzle7.cloudfront.net/54407914/bernard2006_research_methods_in_anthropol_bokos-z1__1_.pdf?1505172649=&response-content-disposition=inline%3B+filename%3DRESEARCH_METHODS_IN_ANTHROPOLOGY.pdf&Expires=1594830697&Signature=Z9uomYkqWDePtM40EKosztZQfPW0h9Rn9G5kdZ6uIdGmfT6s5VEngs0UAfSfk3k-178rTZf6i1s6vuDCcpbNXzqlmIJ2rh0WCpUVks-x75aXvnvNNvVyrVA-Gd3HZ8qDXoi7hETJZaStn019~2FRwzdA3SqXHDe9vt2cLRoMPAZN0N~MrMQ0pjXpwkNB5dk6ZtkfAMsHwskEI0tAL9S2K~v5udqFeFndojmmCqZtcl956r9G-YQA9ki6uNX8GQi7KLnplV--ItMkJML~113N0UeouBqjdAZqhX~dC1SNrTfVKhORw3Wzowwu5-AQ9k-Hs84CtRvS9Pe09McPJCeiJA__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA
[1] https://journals.openedition.org/lectures/7314
[1] https://files.unaids.org/en/media/unaids/contentassets/documents/epidemiology/2010/JC2032_20102_epialert_en.pdf
[1] https://revistes.uab.es/redes/article/view/v25-n1-grossetti
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230625
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230677
[1] https://twitter.com/jalawlor2/status/1282679585763663872

Top URLs in Tweet in G4:
[5] https://www.chisocnet.org/
[2] https://twitter.com/SocNetAnalysts/status/1276571830753456128
[2] https://diverse-sna.weebly.com/
[1] https://twitter.com/ConnectionsSNA/status/1282470734468538369
[1] https://www.insna.org/2020-simmel-award
[1] https://twitter.com/kerstinsailer/status/1283123469249581056
[1] https://www.insna.org/events/sunbelt-virtual-conference
[1] https://www.youtube.com/channel/UCofGv2fk2HnVXW45d1K4ujw/videos
[1] https://chisocnet.org/2020/06/27/conferencia-sunbelt-xl/
[1] https://abbyrudolph.com/

Top URLs in Tweet in G5:
[1] https://docs.google.com/forms/d/e/1FAIpQLSeNTUMobiAZLMGTTPVOlIWAYvfp1n2W-LD6XPePPNZCGvIAvg/viewform?usp=send_form

Top URLs in Tweet in G6:
[2] https://twitter.com/zpneal/status/1270340893770502145
[1] https://msu.zoom.us/j/92637970957
[1] https://www.zacharyneal.com/backbone
[1] https://twitter.com/zpneal/status/1262712432566448128
[1] https://msu.zoom.us/j/94827891224
[1] https://twitter.com/SocNetAnalysts/status/1270211989566918656
[1] https://abbyrudolph.com/

Top URLs in Tweet in G8:
[2] https://twitter.com/politicalnets/status/1283460551172075520
[1] https://twitter.com/jalawlor2/status/1282679585763663872

Top URLs in Tweet in G9:
[1] https://twitter.com/zpneal/status/1270340893770502145

Top Domains
Top Domains in Tweet in Entire Graph:
[40] twitter.com
[19] insna.org
[19] nodexlgraphgallery.org
[12] pfeffer.at
[11] youtube.com
[8] chisocnet.org
[5] sciencedirect.com
[5] abbyrudolph.com
[4] mariannesarkis.com
[2] cloudfront.net

Top Domains in Tweet in G1:
[11] twitter.com
[11] pfeffer.at
[7] insna.org
[3] mariannesarkis.com
[2] abbyrudolph.com
[2] youtube.com
[1] nodexlgraphgallery.org
[1] researchgate.net

Top Domains in Tweet in G2:
[14] nodexlgraphgallery.org
[11] twitter.com
[5] insna.org
[4] youtube.com
[2] sciencedirect.com
[1] pfeffer.at
[1] tandfonline.com
[1] abbyrudolph.com
[1] cloudfront.net
[1] chisocnet.org

Top Domains in Tweet in G3:
[5] insna.org
[4] youtube.com
[3] sciencedirect.com
[2] nodexlgraphgallery.org
[2] twitter.com
[1] cloudfront.net
[1] openedition.org
[1] unaids.org
[1] uab.es
[1] chisocnet.org

Top Domains in Tweet in G4:
[6] twitter.com
[6] chisocnet.org
[2] insna.org
[2] nodexlgraphgallery.org
[2] weebly.com
[1] youtube.com
[1] abbyrudolph.com
[1] ru.nl

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

Top Domains in Tweet in G6:
[4] twitter.com
[2] zoom.us
[1] zacharyneal.com
[1] abbyrudolph.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[370] sunbelt2020
[34] sna
[13] virtualsunbelt
[13] wins
[11] covidー19
[9] ars
[9] online
[7] iberoamericanaderedes
[7] networks
[7] simmel



Top Hashtags in Tweet in G1:
[56] sunbelt2020
[11] virtualsunbelt
[7] covidー19
[4] sunbelt
[3] socialnetworks
[3] abm
[2] wins
[2] sna
[1] zoomfails
[1] socialnetwork

Top Hashtags in Tweet in G2:
[111] sunbelt2020
[12] sna
[6] wins
[5] sunbeltsockchallenge
[4] simmel
[4] bipartite
[3] science
[3] award
[3] covid19
[3] ars

Top Hashtags in Tweet in G3:
[62] sunbelt2020
[4] sna
[3] ars
[3] goosebumps
[2] simmel
[2] award
[2] networks
[2] bipartite
[1] iberoamericanaderedes
[1] zoomfails

Top Hashtags in Tweet in G4:
[103] sunbelt2020
[15] sna
[3] iberoamericanaderedes
[3] ars
[3] wins
[2] socialnetworkanalysis
[2] covidー19
[2] dynam
[1] diversity
[1] covid19

Top Hashtags in Tweet in G5:
[9] sunbelt2020
[4] polmeth2020
[1] sna

Top Hashtags in Tweet in G6:
[13] sunbelt2020
[7] online
[1] paneldecaen
[1] rstats
[1] ieg_dhlab
[1] punahamatatini

Top Hashtags in Tweet in G7:
[4] sunbelt2020
[1] organization
[1] capacity
[1] networks

Top Hashtags in Tweet in G8:
[7] sunbelt2020
[3] networks
[1] wins

Top Hashtags in Tweet in G9:
[1] sunbelt2020

Top Hashtags in Tweet in G10:
[3] sunbelt2020
[2] um6p
[2] leedsuniversity
[2] renda
[2] beida
[2] kandai

Top Words
Top Words in Tweet in Entire Graph:
[491] #sunbelt2020
[270] socnetanalysts
[136] virtual
[135] networks
[122] social
[99] amp
[96] network
[83] work
[78] session
[69] #sna

Top Words in Tweet in G1:
[72] socnetanalysts
[67] #sunbelt2020
[37] networks
[32] 20
[28] social
[27] virtual
[23] session
[21] study
[20] conference
[19] program

Top Words in Tweet in G2:
[148] #sunbelt2020
[96] socnetanalysts
[39] virtual
[32] network
[29] social
[29] #sna
[27] amp
[22] networks
[19] koehlylaura
[18] csmarcum

Top Words in Tweet in G3:
[96] #sunbelt2020
[27] socnetanalysts
[26] virtual
[25] social
[23] networks
[22] network
[21] amp
[20] work
[16] session
[14] talk

Top Words in Tweet in G4:
[117] #sunbelt2020
[62] socnetanalysts
[39] virtual
[25] networks
[25] more
[24] first
[24] network
[24] see
[23] group
[21] talk

Top Words in Tweet in G5:
[30] work
[25] #sunbelt2020
[20] social
[12] carolinamttssn
[12] using
[12] boston
[12] bombing
[12] important
[11] fellow
[11] phd

Top Words in Tweet in G6:
[17] #sunbelt2020
[13] networks
[12] bipartite
[12] 16
[11] time
[11] 00
[8] paris
[8] amp
[8] session
[7] take

Top Words in Tweet in G7:
[7] socnetanalysts
[5] orjanbodin
[5] lorienjasny
[5] danielnohrstedt
[4] #sunbelt2020
[4] aggwarrior
[2] networks
[2] thanks
[2] rpbixler
[2] recording

Top Words in Tweet in G8:
[9] great
[7] #sunbelt2020
[5] petrocelik
[5] political
[4] thanks
[4] manueljfischer
[4] far
[3] presentations
[3] discussions
[3] #networks

Top Words in Tweet in G9:
[6] join
[6] brian
[6] aronson
[6] present
[6] two
[6] papers
[6] applications
[6] sna
[6] methods
[6] measuring

Top Words in Tweet in G10:
[3] #sunbelt2020
[2] cat
[2] lit
[2] during
[2] talk
[2] x__culture
[2] #um6p
[2] #leedsuniversity
[2] #renda
[2] #beida

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] virtual,#sunbelt2020
[41] social,networks
[41] socnetanalysts,#sunbelt2020
[36] #sunbelt2020,#sna
[31] #sunbelt2020,socnetanalysts
[31] personal,networks
[27] mesa,hispana
[26] social,network
[26] análisis,redes
[24] #sunbelt2020,conference

Top Word Pairs in Tweet in G1:
[18] social,networks
[14] 20,pm
[12] virtual,#sunbelt2020
[11] personal,networks
[10] simmel,award
[10] keynote,life
[10] life,personal
[9] claire,bidart
[8] 2020,simmel
[8] award,recipients

Top Word Pairs in Tweet in G2:
[22] socnetanalysts,#sunbelt2020
[21] #sunbelt2020,#sna
[16] virtual,#sunbelt2020
[14] social,network
[14] #sunbelt2020,nodexl
[14] nodexl,socnetanalysts
[14] socnetanalysts,lista_redes
[14] koehlylaura,csmarcum
[14] csmarcum,akbaritabar
[14] top,hashtags

Top Word Pairs in Tweet in G3:
[11] análisis,redes
[10] looking,forward
[10] #sunbelt2020,#sna
[9] mesa,hispana
[9] virtual,#sunbelt2020
[9] #sunbelt2020,socnetanalysts
[7] socnetanalysts,#sunbelt2020
[7] redes,sociales
[6] social,networks
[6] #sna,#ars

Top Word Pairs in Tweet in G4:
[13] hope,see
[12] virtual,#sunbelt2020
[12] special,interest
[12] interest,group
[11] #sunbelt2020,socnetanalysts
[11] #sna,folks
[11] folks,attending
[11] attending,#sunbelt2020
[11] hosting,first
[11] first,meet

Top Word Pairs in Tweet in G5:
[11] boston,marathon
[11] marathon,bombing
[10] glad,see
[10] see,carolinamttssn
[10] carolinamttssn,fellow
[10] fellow,nunetsi
[10] nunetsi,phd
[10] phd,graduate
[10] graduate,present
[10] present,work

Top Word Pairs in Tweet in G6:
[8] paris,time
[7] #sunbelt2020,bipartite
[7] bipartite,networks
[7] networks,session
[7] session,take
[7] take,place
[7] place,#online
[7] #online,tomorrow
[7] tomorrow,16
[7] 16,00

Top Word Pairs in Tweet in G7:
[5] orjanbodin,lorienjasny
[5] lorienjasny,danielnohrstedt
[4] socnetanalysts,orjanbodin
[2] aggwarrior,socnetanalysts

Top Word Pairs in Tweet in G8:
[3] thanks,great
[3] great,presentations
[3] presentations,discussions
[3] discussions,political
[3] political,#networks
[3] #networks,sessions
[3] sessions,#sunbelt2020
[3] #sunbelt2020,hats
[3] hats,socnetanalysts
[3] socnetanalysts,perfect

Top Word Pairs in Tweet in G9:
[6] join,brian
[6] brian,aronson
[6] aronson,present
[6] present,two
[6] two,papers
[6] papers,applications
[6] applications,sna
[6] sna,methods
[6] methods,measuring
[6] measuring,opioid

Top Word Pairs in Tweet in G10:
[2] cat,lit
[2] lit,during
[2] during,talk
[2] talk,#sunbelt2020
[2] #sunbelt2020,x__culture
[2] x__culture,#um6p
[2] #um6p,#leedsuniversity
[2] #leedsuniversity,#renda
[2] #renda,#beida
[2] #beida,#kandai

Top Replied-To
Top Replied-To in Entire Graph:
@koehlylaura
@tyler_prochnow
@socnetanalysts
@csmarcum
@sydneynmiller1
@twlyy29
@aggwarrior
@nasreenjessani
@kerstinsailer
@akbaritabar

Top Replied-To in G1:
@tyler_prochnow
@socnetanalysts
@csmarcum
@kelseyegonzalez
@thomas_doerfler
@andreasklaerner
@lilbrownmd
@koehlylaura
@abrbaird

Top Replied-To in G2:
@csmarcum
@tyler_prochnow
@nasreenjessani
@drmegpatterson
@aesp08
@akbaritabar
@socnetanalysts
@brookemariebell
@mark_mccann
@jurgenpfeffer

Top Replied-To in G3:
@socnetanalysts
@twlyy29
@sydneynmiller1

Top Replied-To in G4:
@koehlylaura
@sydneynmiller1
@twlyy29
@kerstinsailer
@tyler_prochnow
@builtfoesuccess
@mariannesarkis
@socnetanalysts
@rensec
@jalawlor2

Top Replied-To in G5:
@_leogs

Top Replied-To in G6:
@geomaisonobe

Top Replied-To in G7:
@aggwarrior
@rpbixler
@socnetanalysts

Top Mentioned
Top Mentioned in Entire Graph:
@socnetanalysts
@koehlylaura
@lista_redes
@chrisrastrick
@jordantchil
@csmarcum
@akbaritabar
@vitaletommaso
@carolinamttssn
@pj_mcr

Top Mentioned in G1:
@socnetanalysts
@pj_mcr
@jeremprx
@camcam
@glmanzo
@koehlylaura
@jordantchil
@johnshopkinssph
@holtgravehealth
@academicchatter

Top Mentioned in G2:
@socnetanalysts
@koehlylaura
@chrisrastrick
@vitaletommaso
@lista_redes
@csmarcum
@akbaritabar
@jordantchil
@lavendercrew
@lucaslearn

Top Mentioned in G3:
@socnetanalysts
@koehlylaura
@profveenstra
@lista_redes
@nespclimate
@isidromj
@mark_mccann
@dremily_long
@_czucca
@thesphsu

Top Mentioned in G4:
@socnetanalysts
@koehlylaura
@jdivanich
@jurgenpfeffer
@franciscaortizr
@brookemariebell
@schochastics
@pj_mcr
@twlyy29
@c_stadtfeld

Top Mentioned in G5:
@carolinamttssn
@nunetsi
@drmegpatterson
@_leogs
@wildgwest
@socnetanalysts

Top Mentioned in G6:
@demivasques
@droneale
@socnetanalysts
@gil_viry
@rdomagalski
@pj_mcr

Top Mentioned in G7:
@socnetanalysts
@orjanbodin
@lorienjasny
@danielnohrstedt
@thelbjschool
@stdavidsfdn
@lista_redes
@carolinerizza1

Top Mentioned in G8:
@petrocelik
@manueljfischer
@socnetanalysts
@mcramosflor
@cjkraymond
@netmev
@brockhaus_maria

Top Mentioned in G9:
@sociologistblp
@yang3kc
@yy
@bklee009

Top Mentioned in G10:
@x__culture

Top Tweeters
Top Tweeters in Entire Graph:
@mjoehlerich
@academicchatter
@rstatstweet
@jjmerelo
@uneheuredepeine
@barrywellman
@robbtuftshockey
@vivianfrancos
@fisher_danar
@omar_lizardo

Top Tweeters in G1:
@academicchatter
@uneheuredepeine
@robbtuftshockey
@vivianfrancos
@fisher_danar
@omar_lizardo
@dynamicssiam
@dbtindall
@johnshopkinssph
@yearrypanji

Top Tweeters in G2:
@mjoehlerich
@rstatstweet
@barrywellman
@idrc_crdi
@onthinktanks
@facpsi
@csmarcum
@scporesearch
@marc_smith
@vitaletommaso

Top Tweeters in G3:
@jjmerelo
@osierra50
@teoriantropolog
@blackwellj_
@henry_mcghie
@abdulelsayed
@alexvespi
@weincludedorg
@thesphsu
@isidromj

Top Tweeters in G4:
@jackiekazil
@kerstinsailer
@joiningdots
@drptw
@dinomirmt
@jkbren
@ruthlowry
@danielbeunza
@yueliao
@rongwangsna

Top Tweeters in G5:
@fdocrespo
@carllpalmer
@davidlazer
@247huma
@shugars
@ryanjgallag
@jsradford
@wildgwest
@erin_cikanek
@sageoceantweets

Top Tweeters in G6:
@mnoel75
@droneale
@valerieburgos
@kaischi
@pierre_bat
@geomaisonobe
@vwestric_west
@ieg_mainz
@thwuebbena
@zpneal

Top Tweeters in G7:
@thelbjschool
@twytof
@stdavidsfdn
@danielnohrstedt
@carolinerizza1
@mario_angst_sci
@orjanbodin
@aggwarrior
@rpbixler
@lorienjasny

Top Tweeters in G8:
@netmev
@manueljfischer
@petrocelik
@mcramosflor
@politicalnets
@brockhaus_maria
@cjkraymond

Top Tweeters in G9:
@yy
@oneofyen
@yang3kc
@schuessler_iu
@bklee009
@sociologistblp
@meltemodabas

Top Tweeters in G10:
@pididp
@marcidelson
@x__culture


Tags:

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.