#SBLIII, Twitter, 2/3/2019 10:29:52 PM, 185170


FAQ | Problem?

#SBLIII_2019-02-03_14-04-40.xlsx
#SBLIII_2019-02-03_14-04-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 03, 2019
Short Description:
#SBLIII via NodeXL http://bit.ly/2S6Pg6N
@patriots
@ramsnfl
@nfl
@superbowl
@mbstadium
@nfloncbs
@debbutterflys
@icke41
@jb_long
@budweiserusa

Top hashtags:
#sbliii
#superbowl
#larams
#everythingwegot
#gopats
#patriots
#nfl
#rams
#rannfl
#superbowlsunday

Description:
Description
The graph represents a network of 2,315 Twitter users whose recent tweets contained "#SBLIII", 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 Sunday, 03 February 2019 at 22:16 UTC.

The tweets in the network were tweeted over the 7-minute period from Sunday, 03 February 2019 at 21:56 UTC to Sunday, 03 February 2019 at 22:04 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 : 2315
Unique Edges : 3220
Edges With Duplicates : 466
Total Edges : 3686
Self-Loops : 579
Reciprocated Vertex Pair Ratio : 0.0030970406056435
Reciprocated Edge Ratio : 0.00617495711835334
Connected Components : 489
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 1376
Maximum Edges in a Connected Component : 2649
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.90067
Graph Density : 0.000544156986023659
Modularity : 0.698527
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://onlineplaystream.com/superbowl2019/
[23] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/JyUZp8
[14] https://www.patriots.com/news/inactives-analysis-shelton-wise-return-for-super-bowl-liii
[14] https://www.nasa.gov/football?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=63174559
[14] https://twitter.com/NFL/status/1092082751480705024
[14] https://d-link.live/153
[7] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/fZQoar
[6] https://www.patriots.com/photos/pregame-super-bowl-liii-inside-the-patriots-locker-room
[5] https://foxsportsapp.onelink.me/1353430360/TWMEX
[4] https://avocadosfrommexico.com/big-game/?utm_source=AMRM&utm_medium=paid_social&utm_campaign=AMRM.1014>BA>SB>twitter>BA>GM>BG>MM>MD>ENG&utm_content=AMRM.1014>Hub>Chirpify>ENG>800x418

Top URLs in Tweet in G1:
[10] https://www.patriots.com/news/inactives-analysis-shelton-wise-return-for-super-bowl-liii
[4] https://www.patriots.com/photos/pregame-super-bowl-liii-inside-the-patriots-locker-room
[2] https://twitter.com/NFLUK/status/1090235475070197760
[2] https://www.bose.com/en_us/products/headphones/over_ear_headphones/quietcomfort-35-wireless-ii.html?mc=25_SM_35_NF_00_TW&page=NFL
[2] https://www.bose.com/en_us/products/headphones/over_ear_headphones/quietcomfort-35-wireless-ii.html?mc=25_SA_35_NF_00_tw&page=NFL
[1] https://www.instagram.com/p/Btb4m9IAvAg/?utm_source=ig_twitter_share&igshid=1dprbo50oqqg0
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/JyUZp8
[1] https://www.cbsnews.com/news/trump-interview-on-cbs-president-predicts-patriots-to-win-super-bowl-liii-calls-tom-brady-the-greatest-qb-of-all-time/?ftag=CNM-00-10aab7b&linkId=63171848

Top URLs in Tweet in G2:
[24] https://onlineplaystream.com/superbowl2019/
[13] https://www.nasa.gov/football?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=63174559
[2] https://nfl-livetv.com/sb53/
[1] https://www.instagram.com/favirola84/p/Btb3-KwB3auz1GdbaQh2BN_UV0NNC6-3ZfIpgQ0/?utm_source=ig_twitter_share&igshid=9nvwjmlj74p9
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/fZQoar
[1] https://www.instagram.com/p/Btb4ALjgIkY/?utm_source=ig_twitter_share&igshid=tbuxlnx00jyg
[1] https://www.instagram.com/p/Btb2BTEhLqLOmuO2ZqSXh8RxtReKnshBPQLdbs0/?utm_source=ig_twitter_share&igshid=1vdqqteca2ssn
[1] https://twitter.com/NFLUK/status/1092158302270701569
[1] https://t.co/DNyou6P86bvia
[1] https://www.instagram.com/p/Btb4JyIghEB/?utm_source=ig_twitter_share&igshid=1s86ksghr3ei3

Top URLs in Tweet in G3:
[14] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/JyUZp8
[3] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/fZQoar
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/fSvmCE
[1] https://www.udel.edu/udaily/2019/january/super-bowl-alumni-physical-therapy-training-rams-patriots/
[1] https://ucdavisaggies.com/news/2019/1/30/football-aggie-pride-leads-to-ejiro-everos-second-super-bowl-appearance.aspx
[1] https://twitter.com/ESPNagora/status/1091774503468830722
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYsJaT2727y_OS3Idm08ya04Lcg/xxRs38
[1] https://twitter.com/miamiuniversity/status/1090616726851645441

Top URLs in Tweet in G4:
[14] https://twitter.com/NFL/status/1092082751480705024
[3] https://anchor.fm/tommykrysan/episodes/Super-Bowl-LIII--PreviewPick-e33fac
[2] http://po.st/scms/OrMCe04Lcp0lOFmbgsShVm7z2zCAxJfJpXgKu6ORzoklOAo/Kz4ama
[2] https://www.patriots.com/news/inactives-analysis-shelton-wise-return-for-super-bowl-liii
[2] https://twitter.com/mbstadium/status/1091732198028398602
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/JyUZp8
[2] https://www.patriots.com/photos/pregame-super-bowl-liii-inside-the-patriots-locker-room
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgsShVm7z2zCAxJfJpXgKu6ORzoklOAo/N9wfEt
[1] https://twitter.com/usafrecruiting/status/1091063668719214593
[1] https://www.youtube.com/watch?v=JZHpNPWvcWQ&feature=youtu.be


Top URLs in Tweet in G5:
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/fZQoar
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAsVdV_TzR54aizKd1SgVQF8Lcp0/KS0gT6
[1] https://www.sbnation.com/2017/8/26/16141026/atlanta-mercedes-benz-stadium-super-bowl-patriots-rams?platform=hootsuite
[1] https://esto.com.mx/

Top URLs in Tweet in G7:
[5] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/JyUZp8
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/fZQoar
[2] https://twitter.com/usainbolt/status/1092141699898454022
[1] https://www.instagram.com/p/Btb4lAZFtoa/?utm_source=ig_twitter_share&igshid=7d9sumd2ba0v

Top URLs in Tweet in G8:
[1] https://twitter.com/Fresh_Fo/status/1092161005206097921/photo/1
[1] https://twitter.com/MariaPiechotta/status/1092177922486661120/photo/1

Top URLs in Tweet in G9:
[2] https://trib.al/6yOwi6S
[2] https://twitter.com/patriots/status/1092178214259224576
[1] https://www.patriots.com/news/inactives-analysis-shelton-wise-return-for-super-bowl-liii
[1] https://twitter.com/nfl/status/1092174982526980096

Top URLs in Tweet in G10:
[1] https://www.nasa.gov/football?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=63174559
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAsRd1_HzJ50aizKdo3cci18Lcp0/JyUZp8

Top Domains
Top Domains in Tweet in Entire Graph:
[69] twitter.com
[42] po.st
[24] onlineplaystream.com
[20] patriots.com
[17] instagram.com
[15] nasa.gov
[14] d-link.live
[12] youtube.com
[11] avocadosfrommexico.com
[8] onelink.me

Top Domains in Tweet in G1:
[14] patriots.com
[4] bose.com
[2] twitter.com
[1] instagram.com
[1] po.st
[1] cbsnews.com

Top Domains in Tweet in G2:
[24] onlineplaystream.com
[18] twitter.com
[13] nasa.gov
[12] instagram.com
[3] youtube.com
[2] nfl-livetv.com
[2] po.st
[2] com.mx
[2] royalpanda.com
[2] nitrogensports.eu

Top Domains in Tweet in G3:
[20] po.st
[2] twitter.com
[1] udel.edu
[1] ucdavisaggies.com

Top Domains in Tweet in G4:
[19] twitter.com
[5] po.st
[4] patriots.com
[3] anchor.fm
[1] youtube.com
[1] rapidsnetwork.io

Top Domains in Tweet in G5:
[2] po.st
[1] sbnation.com
[1] com.mx

Top Domains in Tweet in G7:
[7] po.st
[2] twitter.com
[1] instagram.com

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

Top Domains in Tweet in G9:
[3] twitter.com
[2] trib.al
[1] patriots.com

Top Domains in Tweet in G10:
[1] nasa.gov
[1] po.st

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2300] sbliii
[361] superbowl
[347] larams
[324] everythingwegot
[148] gopats
[106] patriots
[81] nfl
[76] rams
[66] rannfl
[62] superbowlsunday



Top Hashtags in Tweet in G1:
[371] sbliii
[194] everythingwegot
[31] superbowl
[16] patriots
[16] larams
[8] gopats
[5] tombrady
[4] focuson
[4] qc35
[4] shrinegame

Top Hashtags in Tweet in G2:
[346] sbliii
[105] superbowl
[44] patriots
[44] nfl
[42] gopats
[38] rams
[33] superbowlsunday
[31] larams
[29] superbowlliii
[28] everythingwegot

Top Hashtags in Tweet in G3:
[296] sbliii
[156] larams
[19] superbowl
[19] gobruins
[14] nevsla
[7] ramshouse
[3] wearela
[3] californiastrong
[3] rams
[3] patriots

Top Hashtags in Tweet in G4:
[259] sbliii
[28] larams
[26] builtbybama
[25] rolltide
[21] everythingwegot
[10] superbowl
[6] gopats
[4] mbstadium
[3] nfl100
[3] afflyover

Top Hashtags in Tweet in G5:
[91] sbliii
[28] mbstadium
[7] superbowl
[6] mlscup
[4] sweetvictory
[4] maroon5
[4] gopats
[4] m53
[3] larams
[3] superbowlliii

Top Hashtags in Tweet in G6:
[81] sbliii
[17] everythingwegot
[10] nfl100
[10] gopats
[1] larams
[1] sneakerholics
[1] flyeaglesfly
[1] sbliichampions
[1] superbowlsunday

Top Hashtags in Tweet in G7:
[72] sbliii
[45] larams
[7] dawgs
[7] dawgsinthenfl
[5] nevsla
[3] shracing
[1] atlsb53
[1] atlanta
[1] nfl

Top Hashtags in Tweet in G8:
[44] sbliii
[35] rannfl
[23] ransb53
[16] superbowl
[14] rannflsuechtig
[6] gopats
[4] nfl
[4] patriotsvsrams
[3] snackadion
[3] hubis

Top Hashtags in Tweet in G9:
[47] sbliii
[3] larams
[1] ramshouse
[1] lakeshow

Top Hashtags in Tweet in G10:
[38] sbliii
[2] larams
[1] nevsla

Top Words
Top Words in Tweet in Entire Graph:
[1204] Words in Sentiment List#1: Positive
[279] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[35038] Non-categorized Words
[36521] Total Words
[2300] sbliii
[627] patriots
[543] superbowl
[347] larams
[324] everythingwegot

Top Words in Tweet in G1:
[376] patriots
[371] sbliii
[194] everythingwegot
[119] s
[117] go
[81] made
[77] mama
[77] mccourtytwins
[41] hkane
[36] superbowl

Top Words in Tweet in G2:
[346] sbliii
[114] superbowl
[74] rams
[74] gt
[71] patriots
[52] nfl
[43] gopats
[42] super
[39] bowl
[33] superbowlsunday

Top Words in Tweet in G3:
[296] sbliii
[227] ramsnfl
[156] larams
[56] luck
[49] sonofbum
[47] go
[44] good
[38] nfl
[34] one
[34] today

Top Words in Tweet in G4:
[259] sbliii
[145] nfl
[129] superbowl
[68] tonight
[67] liii
[64] 6
[64] 30pm
[64] et
[63] cbs
[50] j_rey_11

Top Words in Tweet in G5:
[91] sbliii
[74] mbstadium
[24] x
[20] superbowl
[12] s
[12] patriots
[11] maroon5
[11] 1
[9] show
[9] views

Top Words in Tweet in G6:
[81] sbliii
[51] tom
[51] brady
[49] nfloncbs
[43] building
[42] sportscenter
[18] patriots
[17] everythingwegot
[11] made
[10] one

Top Words in Tweet in G7:
[72] sbliii
[45] larams
[43] field
[36] first
[36] royal
[36] yellow
[35] jb_long
[12] ramsnfl
[10] inactives
[7] we've

Top Words in Tweet in G8:
[44] sbliii
[35] rannfl
[30] icke41
[23] ransb53
[21] superbowl
[17] ransport
[14] rannflsuechtig
[7] gopats
[7] esumepatrick
[6] nfl

Top Words in Tweet in G9:
[47] sbliii
[24] nflgameday
[14] nflnetwork
[10] nfl
[9] views
[8] morning
[7] hours
[6] boston
[6] rivalry
[6] transcends

Top Words in Tweet in G10:
[38] sbliii
[36] crew
[36] living
[36] working
[36] aboard
[36] space_station
[36] see
[36] day
[36] begin
[36] end

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[209] everythingwegot,sbliii
[189] super,bowl
[176] sbliii,larams
[137] s,go
[136] sbliii,superbowl
[123] superbowl,sbliii
[118] go,everythingwegot
[113] patriots,s
[110] ramsnfl,sbliii
[98] tom,brady

Top Word Pairs in Tweet in G1:
[175] everythingwegot,sbliii
[110] s,go
[106] go,everythingwegot
[105] patriots,s
[77] mama,made
[77] made,mccourtytwins
[77] mccourtytwins,sbliii
[76] patriots,mama
[32] qb,sb
[32] sb,everythingwegot

Top Word Pairs in Tweet in G2:
[48] gt,gt
[37] super,bowl
[33] superbowl,sbliii
[24] superbowlliii,superbowl
[24] superbowl,superbowlsunday
[24] superbowlsunday,rams
[24] rams,patriots
[24] patriots,nfl
[24] nfl,nevslar
[24] nevslar,sbliii

Top Word Pairs in Tweet in G3:
[127] sbliii,larams
[99] ramsnfl,sbliii
[44] good,luck
[30] luck,today
[26] rep,og
[26] og,sonofbum
[26] sonofbum,sbliii
[25] ramsnfl,rep
[24] one,more
[23] more,go

Top Word Pairs in Tweet in G4:
[65] sbliii,superbowl
[64] 6,30pm
[64] 30pm,et
[63] superbowl,liii
[63] liii,tonight
[63] tonight,cbs
[63] cbs,6
[48] j_rey_11,sbliii
[47] nfl,j_rey_11
[36] big,time

Top Word Pairs in Tweet in G5:
[19] x,mbstadium
[11] sbliii,x
[9] views,sbliii
[9] sbliii,superbowl
[8] superbowl,x
[8] mbstadium,views
[6] sbliii,mbstadium
[6] last,time
[6] time,champion
[6] champion,crowned

Top Word Pairs in Tweet in G6:
[51] tom,brady
[48] sbliii,nfloncbs
[43] brady,building
[43] building,sbliii
[42] sportscenter,tom
[10] one,handers
[10] handers,made
[10] made,watch
[10] watch,nfl100
[10] nfl100,sbliii

Top Word Pairs in Tweet in G7:
[41] larams,sbliii
[36] first,field
[36] field,royal
[36] royal,yellow
[36] yellow,larams
[35] jb_long,first
[7] we've,count
[7] count,'em
[7] 'em,dawgs
[7] dawgs,field

Top Word Pairs in Tweet in G8:
[9] rannfl,rannflsuechtig
[8] sbliii,rannfl
[7] icke41,ransport
[6] rannfl,ransb53
[6] sbliii,icke41
[6] rannfl,icke41
[5] super,bowl
[5] ransb53,sbliii
[5] ready,sbliii
[5] sbliii,genug

Top Word Pairs in Tweet in G9:
[9] nfl,sbliii
[9] sbliii,views
[9] views,nflgameday
[8] nflgameday,morning
[6] boston,rivalry
[6] rivalry,transcends
[6] transcends,sbliii
[6] sbliii,nflgameday
[5] two,hours
[5] todd,gurley

Top Word Pairs in Tweet in G10:
[36] crew,living
[36] living,working
[36] working,aboard
[36] aboard,space_station
[36] space_station,see
[36] see,day
[36] day,begin
[36] begin,end
[36] end,twice
[36] twice,during

Top Replied-To
Top Replied-To in Entire Graph:
@tickpick
@patriots
@melissasproduce
@icke41
@nfl
@corruptedpod
@kathleen9700
@th5525
@cintiman1
@ncorpron

Top Replied-To in G1:
@patriots
@melissasproduce
@ctvdarrell

Top Replied-To in G3:
@marty_walsh
@nfl
@therslnation

Top Replied-To in G4:
@nfl
@superbowl

Top Replied-To in G5:
@twitter
@maroon5

Top Replied-To in G7:
@atlsuperbowl53

Top Replied-To in G8:
@icke41
@ransport

Top Mentioned
Top Mentioned in Entire Graph:
@patriots
@ramsnfl
@nfl
@superbowl
@mccourtytwins
@mbstadium
@sonofbum
@nfloncbs
@j_rey_11
@hkane

Top Mentioned in G1:
@patriots
@mccourtytwins
@hkane
@ramsnfl
@e_scal
@edelman11
@ac13alex
@fenwaypark
@redsox
@patscheer

Top Mentioned in G2:
@abhisaracharya1
@riotquickshot
@pollinthefield
@juanmarula
@derekgoodman
@ppteam_cris
@cullersports
@drfinsidepost

Top Mentioned in G3:
@ramsnfl
@sonofbum
@nfl
@patriots
@dodgers
@uclaathletics
@robertwoods
@superbowl
@tg3ii
@aarondonald97

Top Mentioned in G4:
@nfl
@superbowl
@j_rey_11
@patriots
@alabamaftbl
@ramsnfl
@edelman11
@tide
@larryfitzgerald
@williemcginest

Top Mentioned in G5:
@mbstadium
@superbowl
@ramsnfl
@maroon5
@patriots
@mls
@coral
@sinow
@yahoosports
@troiisports

Top Mentioned in G6:
@nfloncbs
@sportscenter
@patriots
@giants
@tomfcknbrady
@ramsnfl
@superbowl
@nfl
@nflgameday
@mccourtytwins

Top Mentioned in G7:
@jb_long
@ramsnfl
@ugaathletics
@rodger_saffold
@atlsuperbowl53
@stewarthaasrcng
@clintbowyer
@kevinharvick
@nascaronfox
@chaseelliott

Top Mentioned in G8:
@icke41
@ransport
@esumepatrick
@prosieben
@prosiebenmaxx
@rannfl_suechtig
@patriots
@d3vistat3r
@bjoernwerner
@patsdeutsch

Top Mentioned in G9:
@nflgameday
@nflnetwork
@nfl
@jaredgoff16
@ramsnfl
@charleycasserly
@patriots
@lexus
@realmikerob
@mikegarafolo

Top Mentioned in G10:
@space_station
@nasa
@ramsnfl
@nfl
@sonofbum

Top Tweeters
Top Tweeters in Entire Graph:
@sportsbookbtc
@eazzz_e
@lt38
@bigtimefootball
@milenio
@saragomezaranci
@freddy13perez
@quintero_funes
@ntelevisa_com
@twright55

Top Tweeters in G1:
@lt38
@freddy13perez
@espnmx
@patsandjays
@justints21
@_talktothekugmo
@mrszulferino
@xosmash
@jeffxdrizzy
@victor_francos

Top Tweeters in G2:
@ustadium
@latinoametrica
@sbobet
@wally44
@betvictor
@rez_woman
@marcaclaro
@ilonab1980
@rmrealtor
@unidadpormexico

Top Tweeters in G3:
@fwdcrocblu
@thr
@yankeerunnerlv
@joryansalazar
@yoelegicorrer1
@knx1070
@vandj4ever
@alinapoddig
@realpjp
@champs13

Top Tweeters in G4:
@sportsbookbtc
@eazzz_e
@sisimomo2011
@glennostrosky
@icedbluenigma
@itspursszn
@michelaaw
@schnexmix51
@sportsnut2013
@rsalvop

Top Tweeters in G5:
@iamvega1982
@estoenlinea
@24hrtvmazi
@sinow
@coral
@sbnation
@playsoftheweek
@yahoosports
@mls
@karivanhorn

Top Tweeters in G6:
@sneakerpedia
@sportscenter
@brown_mamba_24
@kweku_billa
@drestor17
@whynotjt_
@bkspoloboy
@colbyajones
@rokkatv88
@joepitt_

Top Tweeters in G7:
@mr_extrodinary
@davidbr33david
@ohsodios
@ryanracing71
@mrnbafan24
@nascaronfox
@zackmann1997
@bowedilly
@alcatraztic
@abstractpoetic1

Top Tweeters in G8:
@mailwurm666
@seahawks
@prosieben
@_wfrank
@noukima
@ralf_baier3
@ransport
@jonas_sp94
@ran
@prosiebenmaxx

Top Tweeters in G9:
@bigtimefootball
@robert_lwos
@cnnee
@battamon_23
@juanbernalm
@nflnetwork
@mikesilver
@mikegarafolo
@lakers
@reade55

Top Tweeters in G10:
@bhayalal
@mobea
@canrugger
@aadi_n
@skybird_fazero
@rodrigofsdv
@cambria4dd
@ealberto88
@nasa
@btbartak


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.