Spotify, Twitter, 6/27/2022 6:32:05 PM, 278760


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Spotify_2022-06-26_17-55-50.xlsx
Spotify_2022-06-26_17-55-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 27, 2022
Short Description:
Spotify via NodeXL https://bit.ly/3yoE2OE
@bts_twt
@spotify
@chartdata
@wilay_yochn
@jypetwice
@barmystream
@billboard
@nickiminaj
@chrisbrown
@snigdha83858364

Top hashtags:
#spotify
#bts
#dimash_okay
#flyaway
#nayeon
#jungkook
#임영웅
#limyoungwoong
#스포티파이_임영웅
#스포티파이

Description:
Description
The graph represents a network of 16,445 Twitter users whose recent tweets contained "Spotify", 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, 27 June 2022 at 03:30 UTC.

The tweets in the network were tweeted over the 54-minute period from Monday, 27 June 2022 at 00:01 UTC to Monday, 27 June 2022 at 00:55 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 : 16445
Unique Edges : 22579
Edges With Duplicates : 9100
Total Edges : 31679
Number of Edge Types : 5
Retweet : 9849
MentionsInRetweet : 8296
Tweet : 7340
Replies to : 2349
Mentions : 3845
Self-Loops : 7474
Reciprocated Vertex Pair Ratio : 0.00893924432202069
Reciprocated Edge Ratio : 0.0177200844794725
Connected Components : 6293
Single-Vertex Connected Components : 4829
Maximum Vertices in a Connected Component : 5885
Maximum Edges in a Connected Component : 17066
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.930665
Graph Density : 7.17879098258357E-05
Modularity : 0.630773
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278743
Data Import : The graph represents a network of 16,445 Twitter users whose recent tweets contained "Spotify", 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, 27 June 2022 at 03:30 UTC.

The tweets in the network were tweeted over the 54-minute period from Monday, 27 June 2022 at 00:01 UTC to Monday, 27 June 2022 at 00:55 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 : Spotify
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:
[196] https://open.spotify.com/playlist/22GWHMMssvwioGEh0CJgdT?si=e7cbd5933d904cc1
[122] https://youtu.be/opDjBGT6jVs
[101] https://twominutestolatenight.bandcamp.com/track/ass-boys-theme-song
[95] https://www.youtube.com/watch?v=-fFL27E1zt0&feature=youtu.be

[86] https://open.spotify.com/track/109JMc9rcpEQyGcikiUp5T?si=KtlhdDFAQ62O5sDUSx8LWA&context=spotify%3Aalbum%3A2Un7RnGu8jlT7biSJ46Z7A
[69] https://open.spotify.com/track/5VuwAhMCz9EMg3RHL1KUEr?si=kIpdXAfjSSK6SKab3VO65Q
[65] https://www.youtube.com/watch?v=1OZDaRhHHyM&feature=youtu.be

[64] https://wa.me/
[58] https://sptfy.com/r.php?url=Azzh
[48] https://accounts.spotify.com/login?continue=https%3A%2F%2Fwww.spotify.com%2Fid%2Fpurchase%2Foffer%2F2022-artist-mini-premium-mini-7d%2F%3Fmini-repurchase%253Futm_source%3Dspotify_gp%26utm_medium%3Dinapp%26utm_campaign%3DGP_22q1_mini_repurchase_discounts%26utm_content%3Dtreatment%26s%3D08

Top URLs in Tweet in G1:
[33] https://wa.me/
[18] https://novoboost.com/
[6] https://spott-ly.web.app/
[6] https://twitter.com/L0LL1P0OP/status/1541215371193090049
[6] https://twitter.com/yutazite/status/1541218135868461056
[6] https://twitter.com/cojkoky/status/1536357977292427265/photo/1
[5] https://open.spotify.com/track/1mWdTewIgB3gtBM3TOSFhB?si=a_ddbHiHSauLQvZvywXYBg&utm_source=copy-link
[5] https://twitter.com/allofjian/status/1541220469000802304
[4] https://www.spotify.com/us/referral/003988d3d0e769ca3a449ff515a84b74e2b76ce45447b34ac2c25f/
[4] https://twitter.com/aratakiw/status/1541216035763650560

Top URLs in Tweet in G2:
[67] https://open.spotify.com/track/5VuwAhMCz9EMg3RHL1KUEr?si=kIpdXAfjSSK6SKab3VO65Q
[65] https://www.youtube.com/watch?v=1OZDaRhHHyM&feature=youtu.be

[45] https://www.allkpop.com/article/2022/06/history-maker-jimin-trends-worldwide-as-his-solo-song-filter-becomes-the-fastest-korean-male-solo-song-to-surpass-300m-streams-on-spotify
[38] https://www.allkpop.com/article/2022/06/jungkook-occupies-the-top-two-biggest-streaming-days-for-k-pop-korean-soloists-on-spotify-global-with-left-and-right
[27] https://open.spotify.com/track/7CAdT0HdiQNlt1C7xk2hep
[25] https://youtu.be/a7GITgqwDVg
[20] https://music.apple.com/us/album/left-and-right/1630451412?i=1630451413
[18] https://youtu.be/dCh71IWG4qU
[15] http://spotify.link/leftandright
[14] https://open.spotify.com/track/5oH4DQAuu1J1800RzUsBWa?si=wBDbQA1IRmqo9u6_IPqtoA&utm_source=copy-link

Top URLs in Tweet in G3:
[16] https://open.spotify.com/playlist/37i9dQZF1DX4JAvHpjipBk
[5] https://open.spotify.com/track/6MDtS6MzlIzGUjbC1rapa4?si=2a77896d5c0846b7
[4] https://open.spotify.com/track/4Dvkj6JhhA12EX05fT7y2e?si=AO4f5vLXTki28yQ3zVclSQ
[3] https://taylor.lnk.to/Carolina/Spotify
[3] https://open.spotify.com/artist/0hCNtLu0JehylgoiP8L4Gh?si=8UBPIqKMTKKtET35R-kELA
[3] https://open.spotify.com/playlist/3NKARruLVVy8kbRVvvd0Zb?si=36c1430cde884094
[3] https://open.spotify.com/playlist/37i9dQZF1DX1PfYnYcpw8w?si=0df85d9d3cfa42f8
[3] https://curiouscat.live/btobstreamteam
[3] https://open.spotify.com/track/2rurDawMfoKP4uHyb2kJBt?si=UFDBsZ-4SieV60bZJntSgQ&utm_source=copy-link
[3] https://open.spotify.com/user/tdl514tgtr4lpuvv3azmxgx56?si=fA3ZALoqSaayVo895CxJhg

Top URLs in Tweet in G4:
[24] https://open.spotify.com/playlist/4arXI2fjsuyz6azu8yArg7?si=mOYP2F95Rk6saOEd-SZ8_Q&utm_source=copy-link
[9] https://open.spotify.com/album/0wqjfojWuTcbEvwaizvTMw?si=d8OsGd_cR-K0qhM7J4061w&utm_source=copy-link
[7] https://open.spotify.com/track/3lOMJTQTd6J34faYwASc33?si=nDOmQ534R6qHtRcyiul4pg&utm_source=copy-link
[7] https://open.spotify.com/track/10IfXtjKQmOiON7tNAHv0y?si=6358a675160a4dca
[5] https://open.spotify.com/album/0wqjfojWuTcbEvwaizvTMw?si=O6HAhXW0QZSXHlfejSKC4A
[5] https://open.spotify.com/album/0wqjfojWuTcbEvwaizvTMw?si=qIESlZVwRQyaiKNW-lntbQ&utm_source=copy-link
[5] https://twitter.com/twice_charts/status/1541210363512905729
[4] https://open.spotify.com/artist/1VwDG9aBflQupaFNjUru9A?si=O9W9mjvXTpOyG9HB8C50Tg&utm_source=copy-link
[4] https://open.spotify.com/track/3lOMJTQTd6J34faYwASc33?si=-9ms2JwHTPCuLrE_LlEMmQ
[4] https://open.spotify.com/track/0BTaaKT4RMbs5M73tOHX5Y?si=3a3a05b620f04dc7

Top URLs in Tweet in G5:
[189] https://open.spotify.com/playlist/22GWHMMssvwioGEh0CJgdT?si=e7cbd5933d904cc1
[12] https://open.spotify.com/playlist/22GWHMMssvwioGEh0CJgdT?si=kYMQtpQSQCiMiKNR_dhlyg&utm_source=copy-link
[11] https://open.spotify.com/playlist/22GWHMMssvwioGEh0CJgdT?si=_KmzdAyUQ46gQly_hFKwIA&utm_source=copy-link
[9] https://open.spotify.com/playlist/1SbqYzEpGVQAHkQ9Jm3RXa?si=ZOOIZXY4TvG_kDwlfk92kQ&utm_source=copy-link
[9] https://open.spotify.com/playlist/36cSqyfJuUyBvevgDaO2fv?si=Pi-AZQErRSm45qbGr1eXRg&utm_source=copy-link
[8] https://open.spotify.com/playlist/7d9FHZ5oVWPF0IoWR3k8u1?si=3de282f452254ecd
[6] https://open.spotify.com/playlist/6v1BEb8M88bmmdCCuBBbIv?si=03f518ac29d247fd
[5] https://open.spotify.com/track/10SRMwb9EuVS1K9rYsBfHQ?si=_IG9S-KsTj6NGIko7aWuQg
[4] https://open.spotify.com/playlist/37i9dQZF1DX4JAvHpjipBk?si=kwjaGXS2RtqsHe9KxxFxiA&utm_source=copy-link
[4] https://barmystream.wixsite.com/barmystream/spotify-gratis

Top URLs in Tweet in G7:
[95] https://www.youtube.com/watch?v=-fFL27E1zt0&feature=youtu.be

[40] https://open.spotify.com/track/2tEMbypmvYhf84mzVbhxwZ?si=xR65OJP9RjeU9CTlkCVC1g&utm_source=copy-link
[33] https://open.spotify.com/album/5lX6uJNNwzEZU7TF1RyAdT
[32] https://wmth.lnk.to/chilldayinhongdaeTl/spotify
[23] https://youtu.be/-fFL27E1zt0
[17] https://open.spotify.com/track/6tHHDLX1jZNzlT4vZmqm5n?si=9izyCtjaSPiFmG9_cpss3A&context=spotify%3Aalbum%3A2Ay01bZKWRqWUrRWydeSsC
[14] https://open.spotify.com/playlist/5XPqWTHYHtJnimJPaJbiXu?si=Pmff7xe7SJmmM3lBiySdIw&utm_source=copy-link
[7] https://open.spotify.com/track/0w8gFJyJ2QmNDsHYy0KEa6?si=MsL9Dn4RSSKuXWczZJjQMg
[5] https://open.spotify.com/track/2stElshTCkdXTnCkD9moQF?si=rTDXLc_TTAmHLOuHeAk0sw
[4] https://www.melon.com/album/detail.htm?albumId=10987412

Top URLs in Tweet in G8:
[6] https://open.spotify.com/artist/2CQ4n8I7rMZiujKRFlQqZa?si=0HAoZhMgTtyZG-JMQPVb_g&utm_source=copy-link
[5] https://open.spotify.com/album/3om4hVxe5mSpLupmL3a8Zx?si=HuXwvFNaSjqaarzCNDE7Qg
[4] https://open.spotify.com/playlist/0UAkFBiJ0FZD8Oc5h9eBXW?si=c3e50e04fbf84a55
[4] https://open.spotify.com/playlist/5datjXO8KabMwRrqP0kRjl?si=409854b195af4844
[4] https://open.spotify.com/playlist/236mYh23SrOpbjwkzOSYrx?si=92d746210aaa4acc
[4] https://open.spotify.com/album/7EZIJ7wCtvAAmWfASUXGFw
[4] https://open.spotify.com/playlist/2JAfaVSucFsahU1O5ZVDyw
[3] https://open.spotify.com/track/63q4MULuJpp6OZ45416fRO?si=4179ec34c58440c2
[3] https://open.spotify.com/playlist/1oTZeCYTlPnP8AFxjjkXC0?si=4af3c9f4b6584cdd
[3] https://open.spotify.com/track/5kos3rlRNgWM4VZ3BhSR3z?si=9d09089a165c4fe9

Top URLs in Tweet in G9:
[26] https://open.spotify.com/album/6al2VdKbb6FIz9d7lU7WRB
[3] https://www.youtube.com/watch?v=ziV4uJL1CBo&feature=youtu.be

[3] https://www.youtube.com/watch?v=YCLb3qq5HM4&feature=youtu.be

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

[3] https://twitter.com/YHHTMPC/status/1541198950211911680
[3] https://podcasts.apple.com/us/podcast/ep-83-arda-ocal/id1550128844?i=1000567206759&itscg=30200&itsct=podcast_box_link&ls=1
[3] https://open.spotify.com/episode/5mykXO05Yg838ZnrPAqzkc?si=V7ApFq5jQs2JLzJfYR7fVA
[3] https://www.spreaker.com/episode/50272459?utm_campaign=radio_share_link&utm_source=radioios&utm_medium=app
[2] https://twitter.com/_leilamonroe/status/1541163448171696128
[2] https://www.youtube.com/watch?v=08VnqfugDBM&feature=youtu.be


Top URLs in Tweet in G10:
[8] https://open.spotify.com/album/18g914rk7rcJP0o4uhz8uE?highlight=spotify:track:4sYZHEiueAYM5klpUbVNyk
[8] https://open.spotify.com/track/5QZw4F3N3PvuKNKHm9L20b?si=58b2711673624304
[7] https://open.spotify.com/album/1cREnvYeYIupU0T7fc133b?si=vK6RLSzgQOK25vcPZRl7Cg
[6] https://open.spotify.com/track/5QZw4F3N3PvuKNKHm9L20b?si=243c1c636c734dd7
[6] https://open.spotify.com/track/2qYmu6Obx3NW1VeNOiCFMK?si=u0ciAolMTACgT2YehGQt_g&utm_source=copy-link
[3] https://open.spotify.com/track/2WUhR1SraSy0SVIQKohJb6?si=ef0c1148457f4271
[2] https://docs.google.com/spreadsheets/d/1Y-NY9IDDlqPYLyaq6EGSZb0BOafpHm0Qjnzk5ynPAAM/edit#gid=0
[2] https://docs.google.com/forms/d/e/1FAIpQLSfwVX1kvWDK9hpUm_1stLXX5HuKrsXEeYK2PsFjOXTrXSB6oA/viewform
[2] https://stationhead.live/loboofficial
[2] https://twitter.com/loverfelip/status/1539631536890585088

Top Domains
Top Domains in Tweet in Entire Graph:
[10618] spotify.com
[401] youtube.com
[373] twitter.com
[207] youtu.be
[180] apple.com
[105] bandcamp.com
[99] allkpop.com
[69] sptfy.com
[68] wa.me
[62] instagram.com

Top Domains in Tweet in G1:
[5025] spotify.com
[123] twitter.com
[36] wa.me
[18] novoboost.com
[18] youtube.com
[16] apple.com
[6] web.app
[5] whatsapp.com
[4] instagram.com
[4] anchor.fm

Top Domains in Tweet in G2:
[637] spotify.com
[97] allkpop.com
[83] youtube.com
[54] twitter.com
[48] youtu.be
[29] apple.com
[23] spotify.link
[9] melon.com
[7] instagram.com
[3] distrokid.com

Top Domains in Tweet in G3:
[60] spotify.com
[4] sptfy.com
[3] lnk.to
[3] twitter.com
[3] curiouscat.live
[2] apple.com
[2] spotify.link
[1] youtube.com

Top Domains in Tweet in G4:
[157] spotify.com
[10] twitter.com
[3] apple.com
[3] youtube.com
[2] spotify.link
[1] youtu.be

Top Domains in Tweet in G5:
[292] spotify.com
[4] wixsite.com

Top Domains in Tweet in G7:
[161] spotify.com
[97] youtube.com
[32] lnk.to
[23] youtu.be
[5] co.kr
[4] melon.com
[1] naver.com
[1] music-flo.com

Top Domains in Tweet in G8:
[171] spotify.com
[40] distrokid.com
[2] apple.com
[2] ditto.fm
[2] unitedmasters.com
[2] cygnusmusic.link

Top Domains in Tweet in G9:
[48] spotify.com
[17] youtube.com
[11] apple.com
[9] twitter.com
[4] ffm.to
[3] spreaker.com
[2] toneden.io
[2] keithwallen.com
[2] ffm.bio
[2] allkpop.com

Top Domains in Tweet in G10:
[49] spotify.com
[4] google.com
[4] twitter.com
[2] stationhead.live

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[730] spotify
[721] bts
[501] dimash_okay
[500] flyaway
[416] nayeon
[395] jungkook
[346] 임영웅
[342] limyoungwoong
[338] 스포티파이_임영웅
[338] 스포티파이



Top Hashtags in Tweet in G1:
[123] spotify
[62] 영탁
[62] youngtak
[60] nowplaying
[60] 스포티파이_바이럴차트_영탁
[54] yeongtak
[54] kpop
[54] ktrot
[54] 트로트신사_영탁
[54] 인기상승

Top Hashtags in Tweet in G2:
[642] bts
[367] jungkook
[235] jimin
[227] leftandright
[172] withyou
[149] btsjimin
[140] charlieputh
[121] yettocome
[111] bts_proof
[83] suga

Top Hashtags in Tweet in G3:
[25] asitwas
[19] carolina
[17] jungkook
[14] harrystyles
[12] bts_proof
[11] harryshouse
[8] bts
[7] spotify
[6] happybirthdayariana
[5] stylessunday

Top Hashtags in Tweet in G4:
[388] nayeon
[116] im_nayeon
[88] poppoppop
[74] pop
[74] twice
[21] taeyeon
[21] aespa
[20] lisa
[18] 태연
[16] 에스파

Top Hashtags in Tweet in G5:
[26] bts_proof
[25] bts
[14] leftandright
[13] jungkookxcharlieputh
[12] yettocome
[7] leftandrightoutnow
[5] rm
[4] leftandrighth
[4] suga
[4] jhope

Top Hashtags in Tweet in G7:
[109] got7
[69] got7_nanana
[67] nanana
[36] 갓세븐
[32] truth
[24] mark
[22] marktuan
[19] 마크
[17] supportformarktuan
[13] bambam

Top Hashtags in Tweet in G8:
[49] spotify
[23] rtitbot
[23] museboost
[23] rtartboost
[22] playlist
[22] europa
[22] usa
[22] japon
[22] spotifyrt
[22] rt希望

Top Hashtags in Tweet in G9:
[28] bts
[26] proof
[10] podcast
[10] podernfamily
[9] like
[8] subscribe
[7] itcafpodcast
[7] listen
[5] spotify
[5] nyr

Top Hashtags in Tweet in G10:
[58] sb19
[54] felip_bulan
[44] felip
[39] stanworld
[39] chitchatparty
[39] swnewseason
[10] sb19what
[6] bazinga_sb19
[3] foreverrequest
[3] thebig10

Top Words
Top Words in Tweet in Entire Graph:
[11110] spotify
[3716] streams
[2739] bts_twt
[2075] surpassed
[1940] million
[1929] song
[1202] day
[1104] listeners
[1085] left
[1065] stream

Top Words in Tweet in G1:
[833] spotify
[327] bln
[174] bulan
[166] essa
[161] premium
[155] song
[140] eu
[136] netflix
[123] #spotify
[117] playlist

Top Words in Tweet in G2:
[3990] spotify
[2419] bts_twt
[1567] streams
[1290] surpassed
[1128] million
[880] left
[839] right
[813] song
[783] monthly
[780] listeners

Top Words in Tweet in G3:
[785] spotify
[562] streams
[314] million
[292] song
[231] history
[227] 800
[226] fastest
[225] harry_styles
[202] becomes
[199] surpassed

Top Words in Tweet in G4:
[806] spotify
[330] #nayeon
[282] streams
[263] jypetwice
[244] pop
[193] #1
[167] day
[141] nayeon
[141] #2
[140] million

Top Words in Tweet in G5:
[362] pra
[233] playlist
[221] spotify
[209] 200
[206] army
[205] madrugarmys
[201] top
[200] bts_twt
[196] nosso
[192] nossa

Top Words in Tweet in G6:
[289] spotify
[288] tengo
[288] mas
[288] ordenado
[288] vida

Top Words in Tweet in G7:
[196] got7
[188] spotify
[140] #mark
[140] marktuan
[138] #marktuan
[135] #마크
[135] dnaofficial
[128] surpassed
[122] streaming
[120] #段宜恩

Top Words in Tweet in G8:
[58] spotify
[49] #spotify
[44] distrokid
[43] pre
[43] save
[40] powered
[39] single
[37] nfthypebeats
[31] playlist
[24] #rtitbot

Top Words in Tweet in G9:
[103] spotify
[52] co
[32] youtube
[31] streams
[30] surpassed
[29] 10
[29] billion
[28] #bts
[26] #proof
[26] msemtmxhzq

Top Words in Tweet in G10:
[118] spotify
[71] sb19official
[69] song
[59] #sb19
[54] #felip_bulan
[52] play
[50] felipsuperior
[49] songs
[48] hi
[44] sa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2480] streams,spotify
[1193] million,streams
[1028] monthly,listeners
[938] left,right
[701] bts_twt,surpassed
[622] million,monthly
[564] 40,million
[563] surpassed,40
[508] again,spotify
[503] listeners,again

Top Word Pairs in Tweet in G1:
[62] #영탁,#youngtak
[54] 스포티파이에서,영탁
[54] 영탁,노래
[54] 노래,급상승
[54] 급상승,#영탁
[54] #youngtak,#yeongtak
[54] #yeongtak,#spotify
[54] #spotify,#kpop
[54] #kpop,#ktrot
[54] #ktrot,#스포티파이_바이럴차트_영탁

Top Word Pairs in Tweet in G2:
[1030] streams,spotify
[825] left,right
[780] monthly,listeners
[684] bts_twt,surpassed
[548] million,monthly
[546] surpassed,40
[546] 40,million
[514] million,streams
[490] again,spotify
[487] listeners,again

Top Word Pairs in Tweet in G3:
[445] streams,spotify
[301] million,streams
[223] 800,million
[210] fastest,song
[207] spotify,history
[199] becomes,fastest
[188] song,surpass
[187] surpass,800
[185] harry_styles,becomes
[156] billion,streams

Top Word Pairs in Tweet in G4:
[112] streams,spotify
[96] 06,24
[86] monthly,listeners
[85] pop,female
[85] 24,#1
[85] jypetwice,29m
[77] youtube,spotify
[74] 453,221
[72] #im_nayeon,spotify
[70] spotify,#1

Top Word Pairs in Tweet in G5:
[192] nossa,playlist
[178] madrugarmys,contagem
[178] contagem,fim
[178] fim,semana
[178] semana,encerrou
[178] encerrou,army
[178] army,agora
[178] agora,sem
[178] sem,desculpas
[178] desculpas,pra

Top Word Pairs in Tweet in G6:
[288] tengo,mas
[288] mas,ordenado
[288] ordenado,spotify
[288] spotify,vida

Top Word Pairs in Tweet in G7:
[135] marktuan,dnaofficial
[120] #marktuan,#段宜恩
[118] #nevergonnacomedown_marktuan,#ngcd_marktuanxbibi
[118] #ngcd_marktuanxbibi,#shangchiost_marktuan
[118] #shangchiost_marktuan,#marktuan
[118] #段宜恩,#마크
[118] #마크,marktuan
[112] keep,streaming
[95] ngcd,surpassed
[95] surpassed,300k

Top Word Pairs in Tweet in G8:
[43] pre,save
[40] spotify,powered
[40] powered,distrokid
[35] save,single
[22] orlando,vitale
[22] #spotifyrt,#rtitbot
[22] #rtitbot,#rt希望
[22] #rt希望,#museboost
[22] #museboost,#rtartboost
[22] #rtartboost,#españa

Top Word Pairs in Tweet in G9:
[31] streams,spotify
[29] 10,billion
[29] billion,streams
[26] #proof,#bts
[26] #bts,surpassed
[26] surpassed,10
[26] spotify,co
[26] co,msemtmxhzq
[26] msemtmxhzq,co
[26] co,tf8lhwsksu

Top Word Pairs in Tweet in G10:
[53] sb19official,#sb19
[40] #stanworld,#chitchatparty
[40] #chitchatparty,#swnewseason
[37] #sb19,#stanworld
[30] spotify,account
[28] day,sb19official
[24] atin,spotify
[24] spotify,day
[23] hi,tweet
[23] tweet,passed

Top Replied-To
Top Replied-To in Entire Graph:
@pokitacosa1
@goldenjkunivers
@amarinasena
@convomfs
@nbi37
@di_mlf
@maggidear1962
@tania_deardq
@nfthypebeats
@bartuledq

Top Replied-To in G1:

Top Replied-To in G2:
@goldenjkunivers
@tystiklorius
@spotify
@ssuming00
@charts_k
@pjm_data
@modooborahae
@jeonkookily
@streamforjm
@hoiyee88

Top Replied-To in G3:
@spotify_data
@harry_styles
@lanaldelreys
@nastydrives
@munx_intoyou
@groupieiovee
@armynator2022
@yourfavesidol
@billieeilish
@idrinkwhine

Top Replied-To in G4:
@spotifykpop
@nayeonchart
@tanyakanrl
@hoodietw
@idlecharts
@stray_kids
@munvung2
@minhchongdangiu
@000_pffft
@datanewstw

Top Replied-To in G5:
@jmlovellyy_
@barmystream
@vggukartc
@koovsve
@crisvante

Top Replied-To in G7:
@got7stream_th
@gotyj_ars_vita
@oneahgasegot7
@bambam1a

Top Replied-To in G8:
@nfthypebeats
@blackettmusic
@music_legion
@lisamshockley2
@artistsbooster
@relaxbdg
@cmajorimb
@chadedominique
@beltifii
@rtartboost

Top Replied-To in G9:
@caratfunk
@plug_in_broz
@mainemckenzie26
@_danzito
@_superdannie
@highslotpodcast
@maconatkinson
@rchlnrms24
@studiomurasaki
@john_town_music

Top Replied-To in G10:
@jpnmain1
@ecaradio
@yhs_ne4mahalima

Top Mentioned
Top Mentioned in Entire Graph:
@bts_twt
@dimash_official
@spotify
@jypetwice
@charlieputh
@spotifycares
@harry_styles
@official__ini
@bighit_music
@taylorswift13

Top Mentioned in G1:
@garsdenia
@butterflyistz
@cygamecreds
@editorjanes
@lalipremiums_
@jerzyacehood
@plumberryprems

Top Mentioned in G2:
@bts_twt
@charlieputh
@spotifycares
@spotify
@bighit_music
@atlanticrecords
@spotifycharts
@bts_bighit
@hybeofficialtwt

Top Mentioned in G3:
@harry_styles
@taylorswift13
@dualipa
@dojacat
@oliviarodrigo
@rihanna
@billieeilish
@shakira
@beyonce

Top Mentioned in G4:
@jypetwice
@blackpink
@aespa_official
@g_i_dle
@bts_twt
@pledis_17
@nctsmtown_dream
@rvsmtown
@girlsgeneration
@ive_twt

Top Mentioned in G5:
@bts_twt
@barmystream
@balibe7
@universbts_

Top Mentioned in G7:
@got7
@marktuan
@dnaofficial
@88rising
@jinyoung
@gotyj_ars_vita
@bambam1a
@youngjaexars
@teamwangofcl

Top Mentioned in G8:
@distrokid
@amuse_io
@rtitbot
@blackettpromo
@mscharleyyoung
@musicmarketinga
@thedeathbeats
@potparallel
@pablolarosaxo
@staceybuzzactor

Top Mentioned in G9:
@spotify
@youtube
@applepodcasts
@iheartradio
@applemusic
@deezer
@wigzradio
@soundcloud
@itunes
@jamblisstic

Top Mentioned in G10:
@sb19official
@felipsuperior
@imszmc
@billboard
@billboardcharts
@ocho3x
@barangaylsfm
@rx931
@bt1059
@djtomrx931

Top Tweeters
Top Tweeters in Entire Graph:
@barbwiresradio
@gocoo
@chidambara09
@andyvermaut
@spotifycares
@xaconha
@bella623
@edjlazar
@glasgow_watch
@elfiesta_es

Top Tweeters in G1:
@andyvermaut
@802nowonair
@mswt111333
@radionovesei96
@frasesimple
@mintpotato
@saschanaz
@walkerikard
@tabolabo
@slashante

Top Tweeters in G2:
@spotifycares
@jeanettacsheehy
@kookmybabyangel
@kirana_dns
@titity99
@capmkterine
@btsdreamer2
@yourprw
@maryarc96171172
@jjk_kook97

Top Tweeters in G3:
@mrmouthalmighty
@leslie_lorene
@gyllenlipaevans
@raspmarytea
@renato_e_gozzi
@owildelarry
@morbeen4444
@hesjinkook
@riversidecarlos
@jramon1998

Top Tweeters in G4:
@bot_nayeon
@maria01240860
@twiceinbluemoon
@hithalia
@sica_ssy
@mywonshine
@undecayinglove
@nnextz
@tanyakanrl
@lovelis63062007

Top Tweeters in G5:
@koovsve
@bangtanj95
@mary_lh18
@emilyonlyarmy
@prfctjinmin
@lobelychim
@pjkookliet
@armylieber94
@sailorvivi8
@mmaiaramello

Top Tweeters in G6:
@lalimipasion
@saritacristy
@leandrostward
@b2ngster92
@andres_larota
@rainbowsmilajb
@__mariaagustina
@wallflowerssx
@cardisml
@barcelo59654513

Top Tweeters in G7:
@paplebam1a
@remarkable493
@ro_13_13
@noon_05447
@ipjyu
@roshida32376709
@ourdefsoul_
@soulfuln
@hi_peru
@amintra9395

Top Tweeters in G8:
@itheretweeter1
@blackettpromo
@blackettmusic
@rtitbot
@artistrtweeters
@pablolarosaxo
@rtartboost
@vaporwave_bot_
@trevorhead10
@gameaudiort

Top Tweeters in G9:
@breanda_newell
@skyandsunn
@mpweirdopodcast
@kurtwhi76271815
@comentmyly
@rollingstone
@egosshadow7
@iheartradio
@_superdannie
@bloodnblackrum

Top Tweeters in G10:
@max1023fm
@bpaculba
@phenomradio
@qqxy19
@billboard
@stellmemore
@miahmontemor
@athena1819_
@ot5ladynona
@1075theriver