NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

Space_Station_2020-07-09_21-07-12.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
July 10, 2020
Short Description:
Space_Station via NodeXL https://bit.ly/3ejHkW6
@space_station
@nasasocial
@astrobehnken
@nasa
@northernfire27
@chemistryvid
@orangeconduit
@universal_sci
@univercurious
@thesheetztweetz

Top hashtags:
#nasasocial
#otd
#neowise
#artemis
#iss
#space
#astronomía

Description:
Description
The graph represents a network of 5,020 Twitter users whose tweets in the requested range contained "Space_Station", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 July 2020 at 04:08 UTC.

The requested start date was Friday, 10 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 0-hour, 43-minute period from Tuesday, 07 July 2020 at 23:17 UTC to Friday, 10 July 2020 at 00:00 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 : 5020
Unique Edges : 6447
Edges With Duplicates : 8866
Total Edges : 15313
Number of Edge Types : 5
Retweet : 3296
MentionsInRetweet : 6168
Replies to : 1118
Mentions : 4161
Tweet : 570
Self-Loops : 589
Reciprocated Vertex Pair Ratio : 0.00840925017519271
Reciprocated Edge Ratio : 0.0166782487838777
Connected Components : 508
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 3845
Maximum Edges in a Connected Component : 13647
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.062961
Graph Density : 0.000399795518067201
Modularity : 0.439732
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,020 Twitter users whose tweets in the requested range contained "Space_Station", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 July 2020 at 04:08 UTC.

The requested start date was Friday, 10 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 0-hour, 43-minute period from Tuesday, 07 July 2020 at 23:17 UTC to Friday, 10 July 2020 at 00:00 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 : Space_Station
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:
[34] https://www.space.com/comet-neowise-space-station-astronaut-video.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it
[13] https://livecam.asia/united-states-of-america/washington-dc/nasa-international-space-station.html
[12] https://twitter.com/_TheSeaning/status/1280753942302019585
[9] https://twitter.com/_TheSeaning/status/1280579766094094336
[7] https://www.space.com/comet-neowise-space-station-astronaut-video.html
[6] https://www.forbes.com/sites/jamiecartereurope/2020/07/07/comet-neowise-end-of-the-world-photos-snapped-by-astronauts-on-space-station-of-comet-of-the-year/
[6] https://blogs.nasa.gov/spacestation/2020/07/08/russian-cargo-ship-leaves-crew-tests-dragons-comfort-factors/
[5] https://www.youtube.com/watch?v=Yh1_wHdUx3Y&feature=youtu.be

[5] https://www.space.com/comet-neowise-space-station-astronaut-photos.html
[5] https://www.twitch.tv/nerdienix

Top URLs in Tweet in G1:
[3] https://twitter.com/_TheSeaning/status/1280579766094094336
[2] https://www.flickr.com/short_urls.gne?photoset=aHsmbS1GgV
[2] https://twitter.com/MarGomezH/status/1281230878719574018
[2] https://www.nasa.gov/nasalive/
[2] https://twitter.com/NASAKennedy/status/1280855722876719122
[2] https://www.flickr.com/short_urls.gne?photoset=aHsmP3oyVu
[2] https://twitter.com/AstroBehnken/status/1280977031245725696
[2] http://spaceref.com/news/viewsr.html?pid=53858
[2] https://twitter.com/_TheSeaning/status/1280877923470397440
[2] https://spaceweathergallery.com/indiv_upload.php?upload_id=164679

Top URLs in Tweet in G2:
[4] https://blogs.nasa.gov/spacestation/2020/07/08/russian-cargo-ship-leaves-crew-tests-dragons-comfort-factors/
[3] https://www.space.com/comet-neowise-space-station-astronaut-video.html?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it
[3] https://www.virtualtelescope.eu/2020/07/07/comet-c-2020-f3-neowise-shines-above-the-glory-of-rome-7-july-2020/
[3] https://www.esa.int/ESA_Multimedia/Videos/2020/07/How_to_get_pictures_from_the_International_Space_Station_via_amateur_radio
[2] https://www.esa.int/Education/Get_pictures_from_the_ISS_and_learn_about_radio_communication
[2] https://www.roscosmos.ru/28437/
[2] https://www.youtube.com/watch?v=HtC-BPcMruA&feature=youtu.be

[1] https://iss-sim.spacex.com
[1] https://www.nasa.gov/johnson/HWHAP/hazard-2-isolation/
[1] https://blogs.nasa.gov/commercialcrew

Top URLs in Tweet in G3:
[2] https://twitter.com/i/broadcasts/1mnxeQgVXpoxX
[2] https://yellowhammernews.com/alabama-students-craft-meal-nasa-will-send-to-astronauts-aboard-international-space-station/
[2] https://twitter.com/richi_rochi/status/1280675222975393792
[1] https://go.nasa.gov/2ChW6zx
[1] https://go.nasa.gov/3iwbNU2
[1] https://blogs.nasa.gov/spacestation/2020/06/11/crew-gears-up-for-spacewalks-continues-space-science/?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=90701710
[1] https://earthobservatory.nasa.gov/images/146903/ankara-at-night?src=eoa-iotd&utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=92925133
[1] https://go.nasa.gov/2XwJBXI
[1] http://go.nasa.gov/2ChW6zx
[1] http://www.nasa.gov/multimedia/nasatv/index.html

Top URLs in Tweet in G4:
[1] https://spaceflightnow.com/shuttle/sts133/status.html

Top URLs in Tweet in G5:
[6] https://www.space.com/comet-neowise-space-station-astronaut-video.html
[3] https://www.space.com/comet-neowise-space-station-astronaut-photos.html
[2] https://www.picfair.com/pics/011257694-space-station-earth
[2] https://metricsafrica.com/2020/07/06/w-cape-could-soon-be-home-to-deep-space-ground-station/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/chakataux/status/1281012285964644352
[2] https://ekimemo.com/database/station/2467/activity?ad=twitter&crtv=checkin
[1] https://www.wftv.com/news/local/brevard-county/nasa-completes-review-flawed-flight-boeing-starliner-spacecraft-international-space-station/PQRVNUZKERFGZAQM33B25CX2OU/
[1] https://poststar.com/news/science/comet-visible-to-the-naked-eye-puts-on-a-show/article_6b94ba14-a25d-5d5b-b2d0-50e57424f341.html?utm_campaign=snd-autopilot&utm_medium=social&utm_source=twitter_poststar
[1] https://helenair.com/news/science/comet-visible-to-the-naked-eye-puts-on-a-show/article_d23cce9b-5cb0-5c40-9f9b-c64d5397992e.html?utm_campaign=snd-autopilot&utm_medium=social&utm_source=twitter_helenaironline
[1] https://jg-tc.com/news/science/comet-visible-to-the-naked-eye-puts-on-a-show/article_cb7c866d-4460-57d3-bb77-e5bd9dc81e5a.html?utm_campaign=snd-autopilot&utm_medium=social&utm_source=twitter_JGTCOnline

Top URLs in Tweet in G6:
[5] https://twitter.com/_TheSeaning/status/1280579766094094336
[3] https://www.youtube.com/watch?v=doN4t5NKW-k


Top URLs in Tweet in G7:
[2] https://twitter.com/LedgeKing/status/1280870762086309888
[1] https://spaceflightnow.com/2020/07/07/nasa-outlines-recommendations-to-clear-path-for-boeing-to-resume-starliner-flights/
[1] https://spaceflightnow.com/2020/07/07/behnken-halfway-into-crew-dragon-mission-describes-spacewalk-views-as-just-awesome/
[1] https://youtu.be/cguaS3Y6BFE
[1] https://twitter.com/LedgeKing/status/1280602418271662082
[1] https://www.esa.int/ESA_Multimedia/Images/2020/05/Spider_eyes_in_space
[1] https://twitter.com/felixandpaul/status/1280577028320870403
[1] https://the-daily-daily.simplecast.com/episodes/some-good-data-and-whoa-space
[1] https://podcasts.apple.com/us/podcast/the-daily/id1200361736?mt=2
[1] https://podcasts.apple.com/us/podcast/the-daily/id1200361736#episodeGuid=gid%3A%2F%2Fart19-episode-locator%2FV0%2FnpeozyEyGWD05veoVIfKcLnCcPjtLh7Q7q-aicUePGw

Top Domains
Top Domains in Tweet in Entire Graph:
[87] twitter.com
[55] space.com
[41] nasa.gov
[33] youtube.com
[24] issabove.com
[18] esa.int
[13] livecam.asia
[12] co.uk
[10] twitch.tv
[8] forbes.com

Top Domains in Tweet in G1:
[19] twitter.com
[14] nasa.gov
[6] youtube.com
[4] flickr.com
[2] esa.int
[2] spaceref.com
[2] forbes.com
[2] facebook.com
[2] spaceweathergallery.com
[2] ustream.tv

Top Domains in Tweet in G2:
[10] nasa.gov
[9] twitter.com
[6] youtube.com
[6] esa.int
[4] space.com
[3] virtualtelescope.eu
[2] roscosmos.ru
[1] spacex.com
[1] mooncampchallenge.org
[1] sptnkne.ws

Top Domains in Tweet in G3:
[12] nasa.gov
[6] twitter.com
[2] tweetedtimes.com
[2] yellowhammernews.com
[1] youtube.com
[1] eos.org
[1] sputniknews.com
[1] engadget.com
[1] 365newsx.com

Top Domains in Tweet in G4:
[1] spaceflightnow.com

Top Domains in Tweet in G5:
[14] twitter.com
[12] space.com
[6] instagram.com
[6] esa.int
[3] google.com
[3] twitch.tv
[3] youtube.com
[3] bizjournals.com
[3] ekimemo.com
[2] siouxcityjournal.com

Top Domains in Tweet in G6:
[5] twitter.com
[3] youtube.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] spaceflightnow.com
[2] apple.com
[1] youtu.be
[1] esa.int
[1] simplecast.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[316] nasasocial
[223] otd
[139] neowise
[126] artemis
[95] iss
[92] space
[66] astronomía
[66] espacio
[66] cometaneowise
[61] european



Top Hashtags in Tweet in G1:
[201] otd
[99] neowise
[70] space
[66] astronomía
[66] espacio
[66] cometaneowise
[48] european
[27] nasasocial
[26] spacestation20th
[20] boulder

Top Hashtags in Tweet in G2:
[27] iss
[16] neowise
[11] otd
[11] c2020f3
[11] esa
[10] nasasocial
[10] artemis
[10] amateurradio
[9] european
[5] space

Top Hashtags in Tweet in G3:
[103] artemis
[19] nasasocial
[8] launchamerica
[5] otd
[4] space
[3] canadarm3
[3] lunargateway
[2] boulder
[2] longmont
[2] denver

Top Hashtags in Tweet in G4:
[250] nasasocial
[3] sts135
[2] didyouknow
[2] zenite
[2] slr
[1] countdownwason
[1] shuttlegeneration
[1] olympics

Top Hashtags in Tweet in G5:
[6] space
[5] nasa
[5] artemis
[5] issklotzsche
[4] nasasocial
[4] ifttt
[4] worms
[4] germany
[4] harpenden
[4] iss

Top Hashtags in Tweet in G6:
[24] comet
[11] followthecomet
[1] nasasocial

Top Hashtags in Tweet in G7:
[2] otd
[2] spaceexplorers
[2] space_station
[1] artemis
[1] nasasocial
[1] nexttime
[1] felixandpaul
[1] vr
[1] immersiveentertainment
[1] 360video

Top Hashtags in Tweet in G9:
[2] otd
[2] nasasocial

Top Words
Top Words in Tweet in Entire Graph:
[2606] space_station
[2529] space
[1584] station
[1328] astrobehnken
[1270] nasa
[1265] comet
[1160] international
[847] night
[822] before
[819] sky

Top Words in Tweet in G1:
[1640] space_station
[979] astrobehnken
[785] comet
[767] before
[762] sky
[762] cities
[761] night
[761] stars
[760] dawn
[760] spaceships

Top Words in Tweet in G2:
[471] space_station
[281] crew
[273] nasa
[218] jaxa_en
[193] space
[183] astro_doug
[141] nasa_johnson
[138] spacex
[138] station
[126] international

Top Words in Tweet in G3:
[481] nasa
[324] space_station
[193] astrobehnken
[123] space
[111] nasastem
[103] #artemis
[103] students
[103] video
[102] student
[101] high

Top Words in Tweet in G4:
[279] nasasocial
[256] launch
[255] space
[254] shuttle
[254] sts
[251] today
[251] 2011
[250] remember
[250] #nasasocial
[250] final

Top Words in Tweet in G5:
[412] space
[381] station
[258] international
[137] 2020
[107] comet
[97] july
[86] currently
[82] passing
[82] seconds
[80] overhead

Top Words in Tweet in G6:
[202] space
[138] international
[138] station
[126] nasa
[70] credit
[62] univercurious
[62] iss
[61] shuttle
[60] docking
[60] procedure

Top Words in Tweet in G7:
[39] space
[35] nasa
[32] station
[27] astronauts
[24] usatoday
[22] bob
[22] behnken
[20] first
[19] history
[19] pilot

Top Words in Tweet in G8:
[88] space
[88] station
[87] chemistryvid
[87] earth
[87] seen
[87] international

Top Words in Tweet in G9:
[79] comet
[79] international
[77] very
[77] cool
[77] tiny
[77] shooting
[77] star
[77] lower
[77] center
[77] image

Top Words in Tweet in G10:
[56] isnt
[56] prompt
[56] cursed
[56] places
[56] washington
[56] dc
[56] picks
[56] air
[56] space
[56] museum

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1400] space,station
[986] international,space
[800] night,sky
[800] sky,before
[800] before,dawn
[800] dawn,space_station
[800] space_station,stars
[800] stars,cities
[800] cities,spaceships
[800] spaceships,comet

Top Word Pairs in Tweet in G1:
[760] night,sky
[760] sky,before
[760] before,dawn
[760] dawn,space_station
[760] space_station,stars
[760] stars,cities
[760] cities,spaceships
[760] spaceships,comet
[759] astrobehnken,night
[231] space,shuttle

Top Word Pairs in Tweet in G2:
[128] space,station
[119] astro_doug,space_station
[111] nasa,roscosmos
[109] jaxa_en,csa_asc
[107] roscosmos,jaxa_en
[105] vicglover,astro_illini
[105] jaxa_en,astro_soichi
[102] international,space
[92] crew,astronauts
[92] astronauts,nasa's

Top Word Pairs in Tweet in G3:
[157] nasa,space_station
[100] high,school
[100] school,graduate
[100] graduate,students
[100] students,participating
[100] participating,nasa
[100] nasa,#artemis
[100] #artemis,student
[100] student,challenges
[100] challenges,submitted

Top Word Pairs in Tweet in G4:
[251] space,shuttle
[250] sts,135
[249] remember,roar
[249] roar,today
[249] today,2011
[249] 2011,#nasasocial
[249] #nasasocial,guests
[249] guests,witnessed
[249] witnessed,final
[249] final,launch

Top Word Pairs in Tweet in G5:
[348] space,station
[256] international,space
[86] station,currently
[82] station,passing
[80] passing,overhead
[74] overhead,july
[46] astronauts,international
[46] july,08
[46] 08,2020
[45] comet,dubbed

Top Word Pairs in Tweet in G6:
[138] international,space
[138] space,station
[62] station,credit
[62] credit,nasa
[62] nasa,iss
[61] space,shuttle
[60] nasa,space
[60] shuttle,docking
[60] docking,procedure
[60] procedure,incredible

Top Word Pairs in Tweet in G7:
[22] bob,behnken
[21] space,station
[18] behnken,doug
[18] doug,hurley
[18] hurley,made
[18] made,history
[18] history,becoming
[18] becoming,first
[18] first,nasa
[18] nasa,astronauts

Top Word Pairs in Tweet in G8:
[88] space,station
[87] earth,seen
[87] seen,international
[87] international,space
[86] chemistryvid,earth

Top Word Pairs in Tweet in G9:
[77] very,cool
[77] cool,tiny
[77] tiny,shooting
[77] shooting,star
[77] star,lower
[77] lower,center
[77] center,image
[77] image,comet
[77] comet,neowise
[77] neowise,pictured

Top Word Pairs in Tweet in G10:
[56] isnt,prompt
[56] prompt,cursed
[56] cursed,places
[56] places,washington
[56] washington,dc
[56] dc,picks
[56] picks,air
[56] air,space
[56] space,museum
[56] museum,chop't

Top Replied-To
Top Replied-To in Entire Graph:
@astrobehnken
@astro_doug
@space_station
@nasasocial
@nasa
@astronomiaum
@venus47203379
@nasa_johnson
@thesheetztweetz
@spacex

Top Replied-To in G1:
@astrobehnken
@astro_doug
@space_station
@nasasocial
@a1emita
@dequeutard
@esaspaceflight
@goefilmerin
@nasa_es
@kicksdeals

Top Replied-To in G2:
@space_station
@astro_doug
@astrobehnken
@thesheetztweetz
@spacex
@nasa_johnson
@venus47203379
@commercial_crew
@nasakennedy
@renjuthoppil

Top Replied-To in G3:
@astrobehnken
@nasa
@astronomiaum
@space_station
@astro_doug
@nasastem
@soraiapereiraba
@tom67600
@tommercerap
@burt21744678

Top Replied-To in G4:
@nasasocial
@swglasspit
@kulfispace
@rocketman528
@glenesis
@gabriellenyc
@mollyfitzbrown
@astrobehnken

Top Replied-To in G6:
@thespaceacad

Top Replied-To in G7:
@realdonaldtrump
@stevep1212
@sciguyspace
@ch3ck0kn0w51
@abcnews
@dailydailypod
@jill_yuricich

Top Replied-To in G8:
@chemistryvid

Top Mentioned
Top Mentioned in Entire Graph:
@space_station
@astrobehnken
@nasa
@nasasocial
@jaxa_en
@astro_doug
@nasakennedy
@nasa_johnson
@spacex
@astro_seal

Top Mentioned in G1:
@space_station
@astrobehnken
@nasa
@nasakennedy
@margomezh
@planetario
@grandcanyonnps
@esaspaceflight
@astro_seal
@nasa_es

Top Mentioned in G2:
@space_station
@jaxa_en
@nasa
@nasa_johnson
@spacex
@esa
@roscosmos
@csa_asc
@astrobehnken
@vicglover

Top Mentioned in G3:
@nasa
@space_station
@astrobehnken
@nasastem
@nasa_astronauts
@astro_doug
@boeingspace
@canberradsn
@commercial_crew
@nas

Top Mentioned in G4:
@nasasocial
@space_station
@astro_doug
@nasa
@astrobehnken
@astro_wheels
@rocketman528
@thesheetztweetz
@jacquegonzales
@russia

Top Mentioned in G5:
@justinadamlee
@mikeglenn1974
@milanotechnolo
@metricsafrica
@chakataux
@estudesciences
@gnat_fly

Top Mentioned in G6:
@univercurious
@avatardomy
@c2020f3
@thespaceacad
@space_station
@astrobehnken
@nasa
@astro_doug
@nasasocial

Top Mentioned in G7:
@usatoday
@space_station
@ledgeking
@nytimes
@spaceflightnow
@susanpage
@realdonaldtrump
@mikiebarb
@kathylueders
@cdcgov

Top Mentioned in G8:
@chemistryvid
@astrobehnken
@space_station

Top Mentioned in G9:
@universal_sci
@space_station
@nasakennedy
@astrobehnken
@nasasocial
@nasa

Top Mentioned in G10:
@dhere

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@marcodacostafx
@matiere
@chidambara09
@jondknight
@deejayiwan
@fredkiesche
@miguelhilargiak
@susi079
@chrisbrey1

Top Tweeters in G1:
@fredkiesche
@chrisbrey1
@n_tesra
@twright55
@pimmaiden
@lalojimjuarez
@winobs
@rhcm123
@dementedbonxie
@cybermanin

Top Tweeters in G2:
@marcodacostafx
@ruisaldanha
@jfhcr
@franceafrik
@rnitsch
@wadakashiho
@anthropic
@thr
@zvhj96hmkvyxdd0
@anitramcleod

Top Tweeters in G3:
@jondknight
@russelltim151
@flipthescript8
@zoumrouda
@darkroom4a2009
@datachick
@fafaschmitt
@gaogao0
@a_e00omr
@space8jockey5

Top Tweeters in G4:
@miguelhilargiak
@raivoonet
@ken_crichlow
@thaisvya
@icp3_zero
@johnnydee62
@argensil
@hamadahamada133
@brownangeleyes_
@marita30706158

Top Tweeters in G5:
@matiere
@gatesdigital
@rjbailey
@ussanews
@mixed_text
@fox6now
@seirei_space
@madisondotcom
@wftv
@scj

Top Tweeters in G6:
@underyourtree
@gemorace
@silvioluiz
@tpdeod32
@cgduck5
@ravenallo4ka
@sussyy1234
@henriqueckm
@laurentnettweet
@sheathcote972

Top Tweeters in G7:
@reuters
@perunews
@nytimes
@time
@france24
@usatoday
@cnn
@abcnews
@craigmatsuda
@australian

Top Tweeters in G8:
@c0mplexsociety8
@rbscorea
@thom7002
@yelalmeida
@alexandrerogers
@diegocrux
@natchav4
@vitod27
@destjeor_e
@audioslavehere

Top Tweeters in G9:
@fot_roca
@riyadhalrifai
@binjured
@ukrayan
@masterguy141
@kapnkrk
@generalee1988
@noplasticshower
@pussycatchuchu
@kidbuu427

Top Tweeters in G10:
@snarkyredhd
@himdownstrz
@promisejoonie
@thee_mcnasty_
@stainsdejuice
@dancergaius
@toot2006sal
@astrologic007
@coolcaellee
@justru_it


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.