#halftimeshow, Twitter, 2/3/2020 3:00:49 PM, 220509


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#halftimeshow Twitter NodeXL SNA Map and Report for Monday, 03 February 2020 at 12:34 UTC
#halftimeshow Twitter NodeXL SNA Map and Report for Monday, 03 February 2020 at 12:34 UTC
From:
SMRFoundation
Uploaded on:
February 03, 2020
Short Description:
#halftimeshow via NodeXL http://bit.ly/2GPOPG3
@cbunkbed
@shakira
@jlo
@kiahbailey
@claudialopez
@jaymontanaa300
@stevenatweets
@nonotyoshi
@lisaisaflop
@eloidesousa

Top hashtags:
#halftimeshow
#superbowl
#shakira
#pepsihalftime
#jlo
#superbowlliv
#superbowl2020

Description:
Description
The graph represents a network of 17,553 Twitter users whose recent tweets contained "#halftimeshow", 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 Monday, 03 February 2020 at 12:43 UTC.

The tweets in the network were tweeted over the 4-hour, 0-minute period from Monday, 03 February 2020 at 08:34 UTC to Monday, 03 February 2020 at 12:34 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 : 17553
Unique Edges : 20050
Edges With Duplicates : 1189
Total Edges : 21239
Number of Edge Types : 5
Replies to : 415
Retweet : 15805
Mentions : 998
MentionsInRetweet : 2030
Tweet : 1991
Self-Loops : 2029
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 1382
Single-Vertex Connected Components : 660
Maximum Vertices in a Connected Component : 14639
Maximum Edges in a Connected Component : 18118
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.295066
Graph Density : 6.0855543578113E-05
Modularity : 0.770905
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,553 Twitter users whose recent tweets contained "#halftimeshow", 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 Monday, 03 February 2020 at 12:43 UTC.

The tweets in the network were tweeted over the 4-hour, 0-minute period from Monday, 03 February 2020 at 08:34 UTC to Monday, 03 February 2020 at 12:34 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 : #halftimeshow
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:
[47] https://smoda.elpais.com/moda/actualidad/super-bowl-jennifer-lopez-shakira-espectaculo-intermedio-2020-miami/?id_externo_rsoc=TW_CM
[45] https://www.youtube.com/watch?v=pILCn6VO_RU&feature=youtu.be

[10] https://www.youtube.com/watch?v=pILCn6VO_RU

[7] https://www.wabcradio.com/2020/02/02/video-beyonce-jay-z-sit-during-national-anthem-at-super-bowl/
[6] https://front-row.jp/_ct/17337495
[6] https://www.youtube.com/watch?v=MNi5YGDbHpE&feature=youtu.be

[4] https://aristeguinoticias.com/0202/kiosko/super-bowl-liv-ponen-shakira-y-jennifer-lopez-el-ritmo-latino-video/
[4] https://www.facebook.com/588706394509405/posts/2825533797493309/
[3] https://youtu.be/pILCn6VO_RU
[3] https://twitter.com/shakira/status/1224204219454054400

Top URLs in Tweet in G2:
[7] https://www.youtube.com/watch?v=pILCn6VO_RU&feature=youtu.be

[4] https://www.youtube.com/watch?v=pILCn6VO_RU

[3] https://www.gettyimages.com/search/2/image?events=775467144&sort=newest&family=editorial
[3] https://www.marca.com/nfl/album/2020/02/03/5e3779ff22601d6a618b457d.html
[2] https://scottandkat.ca/video-shakira-j-los-full-pepsi-super-bowl-liv-halftime-show/
[2] http://www.hitupange.com/content/2020/2/3/jennifer-lopez-and-shakira-perform-at-the-2020-super-bowl-halftime-show
[2] https://revistayoung.es/2020/02/03/musica/videoclips/shakira-y-jlo-hacen-historia-en-la-super-bowl/
[1] https://twitter.com/shakira/status/1224164229265137665
[1] https://twitter.com/tamexis/status/1224189141547700224
[1] https://www.instagram.com/p/B8GtGzFhBuJ/?igshid=19rz583qu06om

Top URLs in Tweet in G3:
[7] https://www.youtube.com/watch?v=pILCn6VO_RU&feature=youtu.be

[2] https://twitter.com/spielbergsmaria/status/1224147793746518018
[1] https://twitter.com/eluniversalctg/status/1224148011623862272
[1] https://twitter.com/PortalTracklist/status/1224141596473679875
[1] https://twitter.com/ebowbarton/status/1224242232036876289
[1] https://twitter.com/chartdata/status/1224230554398285826
[1] https://twitter.com/latinoinnevada/status/1224242788104933376

Top URLs in Tweet in G4:
[17] https://www.youtube.com/watch?v=pILCn6VO_RU&feature=youtu.be

[4] https://www.youtube.com/watch?v=pILCn6VO_RU

[3] https://www.youtube.com/watch?v=xkXr7Zf4gP0&feature=youtu.be

[3] https://api.whatsapp.com/error
[3] https://twitter.com/shakira/status/1224204219454054400
[2] https://www.buzz.ie/entertainment/fans-celebs-blown-away-by-jennifer-lopez-and-shakiras-half-time-show-353602
[2] https://twitter.com/maca_online/status/1224140476829315073
[2] https://twitter.com/cbunkbed/status/1224142982225498113
[2] https://twitter.com/DiegMoreno/status/1224162858453422080
[2] https://twitter.com/thibautpaquit/status/1224275129204707329

Top URLs in Tweet in G5:
[44] https://smoda.elpais.com/moda/actualidad/super-bowl-jennifer-lopez-shakira-espectaculo-intermedio-2020-miami/?id_externo_rsoc=TW_CM
[3] https://www.youtube.com/watch?v=pILCn6VO_RU&feature=youtu.be

[3] https://www.infobae.com/america/fotos/2020/02/03/las-15-fotos-mas-impactantes-del-show-de-medio-tiempo-del-super-bowl-2020/?utm_medium=Social&utm_source=Twitter#Echobox=1580696984
[1] https://www.youtube.com/watch?v=SS9CrUvsz7k&feature=youtu.be

[1] https://elpais.com/deportes/2020/02/02/actualidad/1580659756_800431.html?ssm=TW_AM_CM
[1] https://twitter.com/Bobby84837810/status/1224141452986290177/video/1
[1] https://www.youtube.com/watch?v=qn6GfTHItLU&feature=youtu.be

[1] https://www.youtube.com/watch?v=mmx3Kq-BROY&feature=youtu.be

[1] https://twitter.com/pacodemiguelf/status/1224156756168904705
[1] https://www.bbc.com/mundo/deportes-51351926

Top URLs in Tweet in G9:
[2] https://twitter.com/najakaty/status/1224067239734841344
[1] https://twitter.com/rinkguy/status/1224305689964810240
[1] https://twitter.com/GWR/status/1224007251758931968
[1] https://twitter.com/UpdateNeews/status/1224054500702466049
[1] https://twitter.com/cjtruth/status/1224294275212554241
[1] https://twitter.com/superyayadize/status/1224283418453774336
[1] https://twitter.com/kxtysboy_/status/1224143257027956737
[1] https://www.youtube.com/watch?v=R5LniNfv9Bo&feature=youtu.be

[1] https://twitter.com/AndrewPollackFL/status/1224152174898270208

Top Domains
Top Domains in Tweet in Entire Graph:
[205] twitter.com
[105] youtube.com
[49] elpais.com
[23] instagram.com
[9] infobae.com
[8] com.mx
[7] wabcradio.com
[7] front-row.jp
[7] people.com
[6] yahoo.com

Top Domains in Tweet in G2:
[24] twitter.com
[19] youtube.com
[10] instagram.com
[3] gettyimages.com
[3] marca.com
[2] scottandkat.ca
[2] hitupange.com
[2] revistayoung.es
[1] iheartradio.ca
[1] com.mx

Top Domains in Tweet in G3:
[7] twitter.com
[7] youtube.com

Top Domains in Tweet in G4:
[83] twitter.com
[42] youtube.com
[7] instagram.com
[3] buzz.ie
[3] whatsapp.com
[2] apple.com
[2] mtv.it
[1] nerosugiallo.it
[1] tagesanzeiger.ch
[1] calililiindies.com

Top Domains in Tweet in G5:
[45] elpais.com
[6] youtube.com
[3] infobae.com
[2] twitter.com
[2] bbc.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16715] halftimeshow
[4881] superbowl
[1529] shakira
[724] pepsihalftime
[712] jlo
[660] superbowlliv
[543] superbowl2020
[381] orgullocolombiano
[234] superbowlnaespn
[215] jenniferlopez



Top Hashtags in Tweet in G1:
[6147] halftimeshow
[4] superbowl
[2] shakira
[2] jlo
[1] loveit
[1] superbowlliv
[1] baftas
[1] superbowl2020
[1] bbcnfl
[1] superbowlnaespn

Top Hashtags in Tweet in G2:
[1379] halftimeshow
[839] superbowl
[115] superbowlliv
[103] shakira
[89] superbowl2020
[66] jlo
[33] pepsihalftime
[29] jenniferlopez
[23] sbliv
[18] shakirasuperbowl2020

Top Hashtags in Tweet in G3:
[1462] halftimeshow
[456] shakira
[389] superbowl
[110] pepsihalftime
[60] superbowlliv
[38] superbowl2020
[28] jlo
[19] shakirasuperbowl2020
[12] kidsincages
[10] jlosuperbowl

Top Hashtags in Tweet in G4:
[699] halftimeshow
[286] superbowl
[111] shakira
[97] superbowlliv
[82] superbowl2020
[67] jlo
[53] pepsihalftime
[43] jlosuperbowl
[35] shakirasuperbowl2020
[27] jenniferlopez

Top Hashtags in Tweet in G5:
[661] halftimeshow
[383] superbowl
[87] pepsihalftime
[62] jlo
[59] shakira
[30] video
[24] nflensala
[16] girlpower
[14] superbowl2020
[12] superbowlliv

Top Hashtags in Tweet in G6:
[254] halftimeshow
[185] superbowl
[3] pepsihalftime
[2] stophatingonus
[1] superbowlliv

Top Hashtags in Tweet in G7:
[476] halftimeshow
[2] superbowl
[1] latinogang

Top Hashtags in Tweet in G8:
[378] halftimeshow
[376] superbowl
[354] orgullocolombiano
[14] shakira
[14] liveaction
[14] gazelle
[14] zootopia
[1] disney
[1] shakirasuperbowl
[1] shakirabowl

Top Hashtags in Tweet in G9:
[359] halftimeshow
[245] superbowl
[46] pepsihalftime
[24] superbowlliv
[19] superbowl2020
[18] iconic
[17] shakira
[12] katyperry
[11] concalma
[11] iheartawards

Top Hashtags in Tweet in G10:
[339] halftimeshow
[144] pepsihalftime
[132] superbowl
[5] latinogang
[4] shakira

Top Words
Top Words in Tweet in Entire Graph:
[6380] Words in Sentiment List#1: Positive
[3954] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[281241] Non-categorized Words
[291575] Total Words
[19423] #halftimeshow
[6437] zootopia
[6411] believe
[6407] predicted
[5971] #superbowl

Top Words in Tweet in G1:
[6148] #halftimeshow
[6137] believe
[6137] zootopia
[6137] predicted
[5] #superbowl
[4] jlo
[2] toda
[2] latinoamérica
[2] apoyando
[2] #shakira

Top Words in Tweet in G2:
[2290] #halftimeshow
[1310] liz
[1241] shakira
[970] #superbowl
[715] jlo
[662] barranquilla
[661] champeta
[654] instagram
[512] colombianos
[511] espectacular

Top Words in Tweet in G3:
[1919] #halftimeshow
[756] shakira
[678] #superbowl
[530] #shakira
[384] flag
[381] jlo
[358] puerto
[334] sang
[306] usa
[239] don

Top Words in Tweet in G4:
[699] #halftimeshow
[287] #superbowl
[151] shakira
[113] #shakira
[106] show
[97] #superbowlliv
[97] jlo
[82] #superbowl2020
[70] #jlo
[54] #pepsihalftime

Top Words in Tweet in G5:
[870] #halftimeshow
[609] shakira
[508] #superbowl
[334] jlo
[180] bad
[180] bunny
[113] jennifer
[112] balvin
[104] viendo
[101] 43

Top Words in Tweet in G6:
[506] #halftimeshow
[253] racist
[253] realized
[253] latinos
[253] took
[253] over
[253] halftime
[253] show
[253] sang
[253] spanish

Top Words in Tweet in G7:
[482] #halftimeshow
[433] shakira
[426] such
[426] great
[426] job
[42] believe
[42] zootopia
[42] predicted
[6] show
[6] #superbowl

Top Words in Tweet in G8:
[405] #halftimeshow
[393] #superbowl
[379] shakira
[354] grande
[354] #orgullocolombiano
[22] liz
[15] bailando
[15] #shakira
[14] adoro
[14] decidiera

Top Words in Tweet in G9:
[503] #halftimeshow
[346] #superbowl
[161] katy
[138] perry
[98] shakira
[92] halftime
[92] show
[52] nfl
[50] #superbowlliv
[49] #pepsihalftime

Top Words in Tweet in G10:
[353] #halftimeshow
[144] #pepsihalftime
[138] #superbowl
[116] power
[112] dont
[112] think
[112] yall
[112] understand
[85] shakira
[84] women

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6407] zootopia,predicted
[6407] predicted,#halftimeshow
[6405] believe,zootopia
[2636] #superbowl,#halftimeshow
[1620] #halftimeshow,#superbowl
[1057] shakira,jlo
[736] halftime,show
[681] bad,bunny
[552] bailando,champeta
[546] liz,bailarina

Top Word Pairs in Tweet in G1:
[6137] believe,zootopia
[6137] zootopia,predicted
[6137] predicted,#halftimeshow
[2] toda,latinoamérica
[2] latinoamérica,apoyando
[2] apoyando,#shakira
[2] #shakira,#jlo
[2] #jlo,#superbowl
[2] #superbowl,#halftimeshow
[2] never,forget

Top Word Pairs in Tweet in G2:
[661] #superbowl,#halftimeshow
[503] liz,bailarina
[503] ritmos,colombianos
[499] presento,liz
[499] bailarina,espectacular
[499] espectacular,barranquilla
[499] barranquilla,descubrí
[499] descubrí,liz
[499] liz,bailando
[499] bailando,champeta

Top Word Pairs in Tweet in G3:
[475] #superbowl,#halftimeshow
[236] born,usa
[178] puerto,rican
[175] rican,flag
[167] came,flag
[167] flag,turned
[167] turned,around
[167] around,reveal
[167] reveal,puerto
[167] sang,born

Top Word Pairs in Tweet in G4:
[125] #superbowl,#halftimeshow
[61] #halftimeshow,#superbowl
[46] halftime,show
[36] #superbowlliv,#halftimeshow
[32] super,bowl
[29] #shakira,#jlo
[29] shakira,jlo
[25] #superbowl2020,#halftimeshow
[22] #superbowl,#superbowlliv
[22] #halftimeshow,#superbowl2020

Top Word Pairs in Tweet in G5:
[180] bad,bunny
[170] #superbowl,#halftimeshow
[134] shakira,jlo
[93] bunny,balvin
[89] shakira,43
[83] #superbowl,#pepsihalftime
[83] #pepsihalftime,#halftimeshow
[78] 43,jlo
[78] jlo,50
[78] 50,20

Top Word Pairs in Tweet in G6:
[253] racist,realized
[253] realized,latinos
[253] latinos,took
[253] took,over
[253] over,halftime
[253] halftime,show
[253] show,sang
[253] sang,spanish
[253] spanish,top
[253] top,consider

Top Word Pairs in Tweet in G7:
[426] shakira,such
[426] such,great
[426] great,job
[426] job,#halftimeshow
[42] believe,zootopia
[42] zootopia,predicted
[42] predicted,#halftimeshow
[5] one,shakira
[5] shakira,camera
[5] camera,#halftimeshow

Top Word Pairs in Tweet in G8:
[368] #halftimeshow,#superbowl
[354] grande,shakira
[354] shakira,#orgullocolombiano
[354] #orgullocolombiano,#halftimeshow
[24] #superbowl,#halftimeshow
[14] adoro,#shakira
[14] #shakira,decidiera
[14] decidiera,entregarnos
[14] entregarnos,versión
[14] versión,#liveaction

Top Word Pairs in Tweet in G9:
[138] katy,perry
[132] #superbowl,#halftimeshow
[92] #halftimeshow,#superbowl
[67] halftime,show
[41] super,bowl
[36] lady,gaga
[28] itunes,usa
[28] one,best
[27] jennifer,lopez
[26] shakira,jlo

Top Word Pairs in Tweet in G10:
[129] #superbowl,#halftimeshow
[112] dont,think
[112] think,yall
[112] yall,understand
[112] understand,power
[112] power,#pepsihalftime
[112] #pepsihalftime,#superbowl
[84] women,better
[84] better,#halftimeshow
[31] shakira,hips

Top Replied-To
Top Replied-To in Entire Graph:
@jebbush
@shakira
@realmattcouch
@joshuapotash
@jlo
@breitbartnews
@xtina
@pepsi
@popzonebr
@doodisgirl

Top Replied-To in G2:
@shakira
@realmattcouch
@jlo
@xtina
@pepsi
@invictossomos
@shaetho555
@marcogutierrez
@franklin_graham
@cnn

Top Replied-To in G3:
@joshuapotash

Top Replied-To in G9:
@popzonebr
@doodisgirl
@saracarterdc
@nfl
@garciaposti
@_misaeltrujillo
@mikashuusaya
@pepsi
@jebbush
@nflcommish

Top Mentioned
Top Mentioned in Entire Graph:
@shakira
@jlo
@everaldomarques
@pauloantunes
@dansaboya
@nfl
@jbalvin
@superbowl
@madonna
@katyperry

Top Mentioned in G2:
@shakira
@jlo
@jbalvin
@nfl
@superbowl
@swinglatinocali
@julito77
@latinorebels
@juliancastro
@pepsi

Top Mentioned in G3:
@shakira
@jlo
@newtonlunaire
@cadergrimm
@zarapttt
@loki_is_baby
@hiddlesgold
@mischiefseries
@pussycatdolls

Top Mentioned in G4:

Top Mentioned in G5:
@marcanthony
@shakira
@youtube
@jlo
@javiponzo
@maluma
@sanbenito
@youtubeindia

Top Mentioned in G9:
@nfl
@madonna
@katyperry
@superbowl
@shakira
@michaeljackson
@jlo
@kpsempre
@nflcommish
@radiocity

Top Mentioned in G10:
@jlo
@shakira

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo
@heelleclech
@lextresabogados
@catmamaxxx
@etrippi2
@radagonzalez
@el_universal_mx
@manmet80
@milenio
@kksugaya

Top Tweeters in G1:
@aeroforceso
@pearldiamon9999
@zw199x
@virgoj24
@jk_sweetsmile
@nonononoelle
@amodelslife
@radlein
@lulu_graezinski
@jamezayn

Top Tweeters in G2:
@gocoo
@thehill
@iqmathieu
@reporteya
@miltonespinozaf
@ilive4_myself
@number007bond
@nascarnac
@hoodkenaughty
@mjgranger1

Top Tweeters in G3:
@heelleclech
@susi079
@jamestoupin
@betterw05759703
@starleighsx
@velvetslesbian
@asarrina
@lisaisaflop
@meowwwissa
@daydreamthis

Top Tweeters in G4:
@jackiewarner13
@lucy24smith
@clay_57
@n3l1nh0
@danyelgphoto
@peninsulaqatar
@brunoxfonseca
@dandc
@calililiindies
@selleman

Top Tweeters in G5:
@el_pais
@infobaeamerica
@misonrisaeslali
@froilanz
@princessprian
@ideasusadas
@malena1083
@michomora
@dominguezdomngz
@deivid_cn

Top Tweeters in G6:
@_rafaelomar_
@javycane
@milettee
@nickyybear_
@pcrtyhardy
@nofumomarihuana
@king_david_ines
@inghenryguillen
@jjaannssiittoo
@uvastrawberry

Top Tweeters in G7:
@screwyoumegn
@jfl0000w
@frank_j_miles
@ysistyiess
@_lilonnee
@narinarinori
@danikaalways
@__kingofharts
@pinnupsantana
@_heyclarisa

Top Tweeters in G8:
@luisjoargue
@sainthades
@juannavidad10
@luchoceliscnai
@pachogomezb
@_sebasabes_
@omareber1
@johnnycarmona
@francismaycry
@anabella_mu

Top Tweeters in G9:
@katys_old
@evalb5
@doodisgirl
@tmz
@marigold1154
@7777myname
@svitlanaespos
@nfl
@sandcatz
@mcunicorn13

Top Tweeters in G10:
@xolph91
@adam_safta_
@zeervf
@kdlc99
@hausofdylan95
@chezzaaloud
@verseonwine
@yohkatheryn
@369_kris
@chosita68


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