opendata, Twitter, 1/10/2023 12:58:57 AM, 287594


FAQ | Problem?

opendata_2023-01-09_15-00-01.xlsx
opendata_2023-01-09_15-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2023
Short Description:
opendata via NodeXL https://bit.ly/3H1VwVz
@eu_opendata
@glenkcampbell
@pierre_markuse
@swarmingants
@traidmark
@okfn
@sentinel_hub
@ar_etsch
@m3sca1
@datadaptive

Top hashtags:
#opendata
#copernicus
#icon
#pogoda
#polska
#sentinel
#italy
#oversterfte
#bangladesh
#ai

Description:
Description
The graph represents a network of 799 Twitter users whose recent tweets contained "opendata", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 23:03 UTC.

The tweets in the network were tweeted over the 1269-day, 10-hour, 29-minute period from Friday, 19 July 2019 at 14:30 UTC to Monday, 09 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 799
Unique Edges : 553
Edges With Duplicates : 1232
Total Edges : 1785
Number of Edge Types : 9
Retweet : 356
MentionsInRetweet : 488
Tweet : 353
MentionsInReplyTo : 186
Replies to : 88
Mentions : 230
Quote : 25
MentionsInQuote : 44
MentionsInQuoteReply : 15
Self-Loops : 438
Reciprocated Vertex Pair Ratio : 0.0325301204819277
Reciprocated Edge Ratio : 0.0630105017502917
Connected Components : 162
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 164
Maximum Edges in a Connected Component : 429
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.981214
Graph Density : 0.00134409866970304
Modularity : 0.490373
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 799 Twitter users whose recent tweets contained "opendata", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 23:03 UTC.

The tweets in the network were tweeted over the 1269-day, 10-hour, 29-minute period from Friday, 19 July 2019 at 14:30 UTC to Monday, 09 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : opendata
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:
[86] https://data-nifc.opendata.arcgis.com/
[83] https://opendata.dwd.de/weather/nwp/
[18] https://www.flickr.com/photo.gne?short=2oaovVM
[7] https://blogs.worldbank.org/opendata/kenya-s-re-based-national-accounts-myths-facts-and-consequences
[6] https://blogs.worldbank.org/opendata/estimates-global-poverty-wwii-fall-berlin-wall
[6] http://biorxiv.org/lookup/doi/10.1101/2022.02.16.480750
[6] https://covid19.mhlw.go.jp/public/opendata/deaths_detail_cumulative_weekly.csv
[6] https://framaforms.org/enquete-225-stop-corruption-1652615628
[5] https://twitter.com/BrankoMilan/status/1610828647430066178/photo/1
[4] https://twitter.com/digiphile/status/1575127589211017217/photo/1

Top URLs in Tweet in G1:
[18] https://www.flickr.com/photo.gne?short=2oaovVM
[3] https://www.flickr.com/short_urls.gne?photoset=aHsmB6US6x
[2] https://twitter.com/Pierre_Markuse/status/1610375349992558592/photo/1
[1] https://www.flickr.com/photo.gne?short=2o9uQv5
[1] https://www.flickr.com/photo.gne?short=2o9yFZB
[1] https://www.flickr.com/photo.gne?short=2o9TKgG
[1] https://twitter.com/Pierre_Markuse/status/1611185869402013698/photo/1
[1] https://www.flickr.com/photo.gne?short=2o9ZZL4
[1] https://twitter.com/Pierre_Markuse/status/1611250058065764352/photo/1
[1] https://www.flickr.com/photo.gne?short=2oahWVu

Top URLs in Tweet in G2:
[3] https://data.europa.eu/
[1] https://www.opendatasoft.com/en/resources/success-story-infrabel/?utm_source=Twitter&utm_medium=social&utm_campaign=en-success-story-infrabel-112022
[1] https://twitter.com/EU_opendata/status/1612026355063083019/photo/1
[1] https://stateofopencon.com/
[1] https://twitter.com/EU_opendata/status/1611008213620789250/photo/1
[1] https://data.europa.eu/en/news-events/news/recap-dataeuropaeu-data
[1] https://twitter.com/EU_opendata/status/1611294008437010435/photo/1
[1] https://github.com/OP-TED/ePO
[1] https://twitter.com/Joinup_eu/status/1611284322073600006/photo/1
[1] https://op.europa.eu/hr/home

Top URLs in Tweet in G3:
[83] https://opendata.dwd.de/weather/nwp/
[6] https://framaforms.org/enquete-225-stop-corruption-1652615628
[4] https://twitter.com/PogodaMeteo/status/1611324744854392837/photo/1
[4] https://twitter.com/PogodaMeteo/status/1611481659605504018/photo/1
[4] https://twitter.com/PogodaMeteo/status/1611324813016014848/photo/1
[4] https://twitter.com/PogodaMeteo/status/1612029117209214976/photo/1
[4] https://twitter.com/PogodaMeteo/status/1612132477023256576/photo/1
[4] https://twitter.com/PogodaMeteo/status/1611407754744274945/photo/1
[4] https://twitter.com/PogodaMeteo/status/1612206500587491331/photo/1
[4] https://twitter.com/PogodaMeteo/status/1612132547013607424/photo/1

Top URLs in Tweet in G4:
[1] https://www.transparimed.org/single-post/ema-policy0070-csrs
[1] https://twitter.com/TranspariMED/status/1611276605644574720/photo/1
[1] https://twitter.com/moawad_w/status/1612177627774590976
[1] https://twitter.com/infas360/status/1611275639234990082/photo/1

Top URLs in Tweet in G5:
[3] https://opendata.cbs.nl/#/CBS/nl/dataset/82016NED/table?dl-75D7A
[1] https://www.cbs.nl/nl-nl/maatwerk/2023/01/overledenen-per-week-provincie-en-gemeente-week-52-2022
[1] https://twitter.com/rubenivangaalen/status/1611248714072444928/photo/1

Top URLs in Tweet in G6:
[1] https://www.ouvrirlascience.fr/retrospective-and-prospective-study-of-the-evolution-of-apc-costs-and-electronic-subscriptions-for-french-institutions-2/
[1] https://opendata.no/?edition_id=ab7caf30-8e70-11ed-98b5-fa163eed9ef2
[1] https://opendata.no/?edition_id=8116bfc0-8da7-11ed-98b5-fa163eed9ef2
[1] https://datascience.nih.gov/news/grei-workshop-january-24-25-2023
[1] https://twitter.com/anavangulick/status/1611449002687598592/photo/1
[1] https://www.movebank.org/cms/movebank-content/archiving-animal-movements-as-biodiversity-2023-01-04
[1] https://twitter.com/MovebankTeam/status/1611007663852101638/photo/1
[1] https://twitter.com/INBOVlaanderen/status/1610634361279242240

Top URLs in Tweet in G7:
[1] https://www.economist.com/business/2022/12/08/the-rise-of-the-super-app
[1] https://blog.google/technology/health/making-data-useful-public-health/
[1] https://twitter.com/andi_staub/status/1583300799341678592/photo/1

Top URLs in Tweet in G8:
[2] https://dataknut.github.io/gridCarbon/gbGenMixTrends.html#fig:carbonStripesCI
[2] https://twitter.com/dataknut/status/1611781132860948480/photo/1
[1] https://gist.github.com/fernandobarbalho/a256a2b18e71772528d759ac8c06baeb
[1] https://github.com/dataknut/gridCarbon

Top URLs in Tweet in G9:
[1] https://paper.li/Traidmark/1424434385?share_id=c8d44aa0-8fb2-11ed-9bfa-fa163ed80008
[1] https://paper.li/Traidmark/1424434385?share_id=ce423680-8dbb-11ed-9bfa-fa163ed80008
[1] https://paper.li/Traidmark/1424434385?share_id=5bcef1a0-8e20-11ed-9bfa-fa163ed80008
[1] https://paper.li/Traidmark/1424434385?share_id=ef9e9c50-8e84-11ed-9bfa-fa163ed80008
[1] https://paper.li/Traidmark/1424434385?share_id=85b3ca30-8ee9-11ed-9bfa-fa163ed80008
[1] https://paper.li/Traidmark/1424434385?share_id=1b5f60d0-8f4e-11ed-9bfa-fa163ed80008

Top URLs in Tweet in G10:
[3] https://blogs.worldbank.org/opendata/energy-prices-fall-december-non-energy-gain-little-pink-sheet?CID=WBW_AL_BlogNotification_EN_EXT/?cid=SHR_BlogSiteTweetable_EN_EXT
[2] https://blogs.worldbank.org/opendata/supporting-global-biodiversity-conservation-broader-species-coverage
[2] https://blogs.worldbank.org/opendata/fertilizer-prices-ease-affordability-and-availability-issues-linger?cid=dec_tt_data_en_ext
[1] https://blogs.worldbank.org/opendata/fertilizer-prices-ease-affordability-and-availability-issues-linger
[1] https://blogs.worldbank.org/opendata/energy-prices-fall-december-non-energy-gain-little-pink-sheet
[1] https://blogs.worldbank.org/opendata/high-energy-prices-who-most-impacted-and-why
[1] https://blogs.worldbank.org/opendata/energy-prices-fall-december-non-energy-gain-little-pink-sheet?cid=SHR_BlogSiteShare_EN_EXT
[1] https://thedocs.worldbank.org/en/doc/5d903e848db1d1b83e0ec8f744e55570-0350012021/related/CMO-Pink-Sheet-January-2023.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[319] twitter.com
[90] arcgis.com
[89] dwd.de
[31] data-is-plural.com
[29] worldbank.org
[27] flickr.com
[27] github.io
[23] google.com
[19] paper.li
[12] cbs.nl

Top Domains in Tweet in G1:
[27] flickr.com
[15] twitter.com
[2] europa.eu
[1] copernicus.eu
[1] flic.kr

Top Domains in Tweet in G2:
[10] twitter.com
[5] europa.eu
[1] opendatasoft.com
[1] stateofopencon.com
[1] github.com
[1] facebook.com
[1] fgov.be

Top Domains in Tweet in G3:
[156] twitter.com
[88] dwd.de
[31] data-is-plural.com
[23] github.io
[21] google.com
[6] framaforms.org
[4] urssaf.fr
[3] paper.li
[3] worldbank.org
[3] gitcoin.co

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

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

Top Domains in Tweet in G6:
[3] twitter.com
[2] opendata.no
[1] ouvrirlascience.fr
[1] nih.gov
[1] movebank.org

Top Domains in Tweet in G7:
[1] economist.com
[1] blog.google
[1] twitter.com

Top Domains in Tweet in G8:
[2] github.com
[2] github.io
[2] twitter.com

Top Domains in Tweet in G9:
[6] paper.li

Top Domains in Tweet in G10:
[12] worldbank.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[319] opendata
[83] copernicus
[83] icon
[83] pogoda
[83] polska
[74] sentinel
[31] italy
[24] oversterfte
[21] bangladesh
[21] ai



Top Hashtags in Tweet in G1:
[83] copernicus
[74] sentinel
[31] italy
[21] bangladesh
[19] usa
[15] opendata
[9] german
[9] dutch
[6] remotesensing
[6] scicomm

Top Hashtags in Tweet in G2:
[12] opendata
[8] eprocurement
[3] stateofopencon23
[3] europe
[3] publicprocurement
[2] euopendata
[2] recoveryplan
[1] casestudy
[1] belgianrailwaynetwork
[1] mobility

Top Hashtags in Tweet in G3:
[86] opendata
[83] icon
[83] pogoda
[83] polska
[21] emprego
[21] joboffer
[21] hiring
[21] jobs
[18] dwd
[7] smartcities

Top Hashtags in Tweet in G4:
[7] openscience
[6] opendata
[3] corona
[1] brain_mets
[1] clinicaltrials
[1] neuroradiologist
[1] irb
[1] annotators
[1] collaboration
[1] daten

Top Hashtags in Tweet in G5:
[24] oversterfte
[2] cbs
[2] nederlanders
[1] opendata

Top Hashtags in Tweet in G6:
[10] opendata
[5] animaltracking
[2] grei
[1] nihdata
[1] biodiversity

Top Hashtags in Tweet in G7:
[7] fintech
[7] opendata
[7] bigdata
[6] health
[6] insurtech
[6] datascience
[6] ai
[2] superapp
[2] platform
[2] finserv

Top Hashtags in Tweet in G8:
[20] rstats
[19] opendata
[2] stripes

Top Hashtags in Tweet in G9:
[12] science
[6] tech
[6] opendata
[6] ai

Top Hashtags in Tweet in G10:
[3] cmo2022
[1] pinksheet

Top Words
Top Words in Tweet in Entire Graph:
[314] #opendata
[203] 2023
[113] data
[105] total
[95] 00
[92] gt
[89] 01
[87] test
[87] burned
[87] acres

Top Words in Tweet in G1:
[83] #copernicus
[82] 2023
[74] #sentinel
[64] size
[64] full
[59] pierre_markuse
[50] volcano
[43] january
[40] jan
[31] #italy

Top Words in Tweet in G2:
[12] #opendata
[11] interested
[9] github
[8] provides
[8] ontology
[8] resources
[8] joinup_eu
[8] #eprocurement
[8] reuse
[8] creation

Top Words in Tweet in G3:
[97] 2023
[89] 01
[86] #opendata
[83] źródło
[83] #icon
[83] prognoza
[83] autotweet
[83] #polska
[83] test
[83] #pogoda

Top Words in Tweet in G4:
[9] medical
[9] programme
[9] restart
[9] study
[9] clinical
[9] report
[9] ema
[9] news
[9] researchers
[9] patients

Top Words in Tweet in G5:
[49] week
[25] meer
[25] mensen
[25] ruim
[25] deze
[25] dan
[25] jan
[25] dec
[25] overleden
[24] 52

Top Words in Tweet in G6:
[17] data
[10] #opendata
[9] period
[9] france
[9] apcs
[9] 2020
[9] openalex_org
[9] cost
[9] 2013
[9] tripled

Top Words in Tweet in G7:
[7] #opendata
[7] #bigdata
[7] #fintech
[6] #datascience
[6] useful
[6] data
[6] ipfconline1
[6] public
[6] making
[6] #health

Top Words in Tweet in G8:
[20] #rstats
[19] #opendata
[18] os
[18] legislatura
[18] uma
[18] básico
[18] dada
[18] deputados
[18] buscar
[18] discursos

Top Words in Tweet in G9:
[12] #science
[6] #tech
[6] #opendata
[6] okfn
[6] newscientist
[6] award
[6] #ai
[6] open
[6] odihq
[6] okfnindia

Top Words in Tweet in G10:
[19] prices
[15] 2022
[11] led
[10] fertilizers
[9] food
[8] commodity
[8] 70
[8] more
[8] october
[8] european

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[89] 2023,01
[87] total,00
[87] 00,acres
[87] gt,currently
[87] wildfires,burning
[87] burning,total
[87] acres,burned
[83] test,źródło
[83] #pogoda,#polska
[83] źródło,#pogoda

Top Word Pairs in Tweet in G1:
[82] 2023,#copernicus
[74] #copernicus,#sentinel
[64] full,size
[63] #sentinel,full
[42] january,2023
[40] jan,2023
[31] #italy,jan
[31] sicily,#italy
[31] mount,etna
[31] etna,volcano

Top Word Pairs in Tweet in G2:
[8] github,provides
[8] #eprocurement,ontology
[8] creation,reuse
[8] ontology,github
[8] reuse,linked
[8] interested,#eprocurement
[8] resources,creation
[8] provides,resources
[7] joinup_eu,interested
[7] linked,#open

Top Word Pairs in Tweet in G3:
[89] 2023,01
[83] źródło,#pogoda
[83] prognoza,2023
[83] #pogoda,#polska
[83] test,źródło
[59] autotweet,temperatura
[59] model,#icon
[59] eu,prognoza
[59] #icon,eu
[33] temperatura,maksymalna

Top Word Pairs in Tweet in G4:
[9] news,medical
[9] restart,clinical
[9] transparency,programme
[9] researchers,patients
[9] medical,researchers
[9] study,report
[9] report,transparency
[9] clinical,study
[9] good,news
[9] ema,restart

Top Word Pairs in Tweet in G5:
[25] meer,dan
[24] cbs,week
[24] 26,dec
[24] overleden,ruim
[24] 52,26
[24] ruim,3800
[24] 550,meer
[24] deze,week
[24] dec,jan
[24] week,52

Top Word Pairs in Tweet in G6:
[9] happy,openalex_org
[9] apcs,tripled
[9] openalex_org,data
[9] 2013,2020
[9] 2020,happy
[9] tripled,period
[9] helped,inform
[9] data,helped
[9] france,total
[9] period,2013

Top Word Pairs in Tweet in G7:
[6] #fintech,#datascience
[6] useful,public
[6] terence_mills,ipfconline1
[6] #opendata,terence_mills
[6] #datascience,#ai
[6] making,data
[6] data,useful
[6] #bigdata,#insurtech
[6] #ai,#opendata
[6] #health,#bigdata

Top Word Pairs in Tweet in G8:
[18] buscar,os
[18] uma,dada
[18] dada,legislatura
[18] os,discursos
[18] básico,buscar
[18] discursos,deputados
[18] deputados,uma
[18] script,básico
[18] #rstats,#opendata
[18] legislatura,#rstats

Top Word Pairs in Tweet in G9:
[6] newscientist,okfn
[6] okfnindia,odihq
[6] #tech,award
[6] #science,#tech
[6] #opendata,newscientist
[6] open,#science
[6] award,#opendata
[6] #science,#ai
[6] okfn,okfnindia

Top Word Pairs in Tweet in G10:
[8] fertilizers,october
[8] 2022,70
[8] october,2022
[8] 70,european
[7] commodity,markets
[7] 2022,commodity
[7] fall,report
[7] outlook,fall
[7] markets,outlook
[7] report,fertilizers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pierre_markuse
@rubenivangaalen
@sentinel_hub
@barbalhofernand
@creativecommons
@eu_opendata
@tursics
@github
@datadaptive
@esaecology

Top Mentioned in G1:
@pierre_markuse
@sentinel_hub
@copernicuseu
@defis_eu
@cmems_eu
@eo_open_science
@eu_opendata
@esa_eo
@earsc
@wmo

Top Mentioned in G2:
@github
@eu_opendata
@joinup_eu
@eutenders
@openuk_uk
@wbg_gov
@eulawdatapubs
@eupublications
@laautee
@opencontracting

Top Mentioned in G3:
@opendataforweb3

Top Mentioned in G4:
@transparimed
@moawad_w
@ucsfimaging
@stanfordaimi
@nyuimaging
@theasnr
@destatis
@spyridonbakas
@mariamaboian

Top Mentioned in G5:
@rubenivangaalen
@statistiekcbs

Top Mentioned in G6:
@openalex_org
@jasonpriem
@movebankteam
@gbif
@obisnetwork
@anavangulick
@thiersch
@hiberus
@openlink
@peterdesmet

Top Mentioned in G7:
@terence_mills
@ipfconline1
@andi_staub
@theeconomist
@spirosmargaris
@ralexjimenez
@nafisalam
@guzmand
@mvollmer1
@luc_schuurmans

Top Mentioned in G8:
@barbalhofernand
@ed_hawkins
@nationalgrideso
@dataknut

Top Mentioned in G9:
@newscientist
@okfn
@okfnindia
@odihq
@chrvalsvik
@geoffreybsmith
@umekusajinxichi
@ianjohnstoncom
@freiherrkvk
@cdavid_ve

Top Mentioned in G10:
@worldbank
@worldbankdata
@wb_research
@wbg_poverty
@cabildo_digital

Top Tweeters
Top Tweeters in Entire Graph:
@carolinawx
@_redfrog
@john1966olsen
@periscopeislit
@patriceinmilano
@john72352990
@africaupdates
@telegraaf
@skynews
@chile7171

Top Tweeters in G1:
@_redfrog
@john1966olsen
@ossmeteobargone
@rudefulk
@polishchukvlady
@taximanf100
@calitenkey
@infomorsels
@emergenza24
@garigalanj

Top Tweeters in G2:
@undp
@observatoricat
@ek_hrvatska
@glenkcampbell
@donatacolumbro
@eu_growth
@giorgialodi
@hardemanhildeml
@fabriziobarca
@wbg_gov

Top Tweeters in G3:
@emekaokoye
@1970er
@pogodameteo
@dhivehione
@farmbizafrica
@sandanoumesan
@ujigis
@1913undweiter
@cyldigital
@225_sc

Top Tweeters in G4:
@openscitalk
@uct_bmhsl
@transparimed
@naudetflorian
@apeichl
@ucsfimaging
@destatis
@pietroghezzi
@haake_daniel
@apitiushofmann

Top Tweeters in G5:
@cmdr_drsyell
@merlotvine
@helena_is_here
@090_0655
@flinter_m
@yvo55
@waterleliecaste
@heidiboesdal
@ansgarjohn
@roysopinie2

Top Tweeters in G6:
@jvw1954
@bekinc
@hirvikota
@gcabanac
@radboud_uni
@heenrik
@cortado
@sovon
@openlink
@jasonpriem

Top Tweeters in G7:
@theeconomist
@spirosmargaris
@jblefevre60
@ipfconline1
@google
@mvollmer1
@ralexjimenez
@elcavalos
@pierrepinna
@sallyeaves

Top Tweeters in G8:
@rstatstweet
@pythonroboto
@midiatico
@onelag
@rstats_tweets
@ojeancarlo
@carneirompcgo
@leocura_
@gfelitti
@coletividad

Top Tweeters in G9:
@umekusajinxichi
@freiherrkvk
@koverptw
@johncarlos
@newscientist
@traidmark
@nursey1994
@kenyonexawa
@odihq
@okfn

Top Tweeters in G10:
@marianatrobosky
@bhavuksahni
@cabildo_digital
@isalutem
@worldbank
@frgualdron2
@departrafael
@wbg_poverty
@worldbankdata
@wb_research


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.