forbes, Twitter, 3/3/2021 2:35:13 AM, 249981
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forbes_2021-03-02_13-42-25.xlsx
forbes_2021-03-02_13-42-25.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2021
Short Description:
forbes via NodeXL https://bit.ly/3kCEYqh
@forbes
@taesoothe
@innerockstar
@asianagent
@bryanrolli
@nytimes
@forbes_india
@terence_mills
@bts_twt
@armia7be

Top hashtags:
#ai
#fever_part_2
#지금우리ateez는_불놀이야
#machinelearning
#ateez
#fireworks
#에이티즈
#marketing
#bigdata

Description:
Description
The graph represents a network of 8,112 Twitter users whose tweets in the requested range contained "forbes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 02 March 2021 at 21:49 UTC.

The requested start date was Tuesday, 02 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 37-minute period from Saturday, 27 February 2021 at 07:58 UTC to Monday, 01 March 2021 at 08:35 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 : 8112
Unique Edges : 4238
Edges With Duplicates : 13276
Total Edges : 17514
Number of Edge Types : 5
Retweet : 5673
MentionsInRetweet : 7167
Replies to : 785
Tweet : 1406
Mentions : 2483
Self-Loops : 1440
Reciprocated Vertex Pair Ratio : 0.00799036777583187
Reciprocated Edge Ratio : 0.0158540558149636
Connected Components : 1023
Single-Vertex Connected Components : 522
Maximum Vertices in a Connected Component : 5068
Maximum Edges in a Connected Component : 12593
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.634177
Graph Density : 0.00013996199672347
Modularity : 0.490263
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,112 Twitter users whose tweets in the requested range contained "forbes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 02 March 2021 at 21:49 UTC.

The requested start date was Tuesday, 02 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 37-minute period from Saturday, 27 February 2021 at 07:58 UTC to Monday, 01 March 2021 at 08:35 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 : forbes
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:
[590] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[394] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social&utm_term=Gordie
[358] https://www.forbes.com/sites/hughmcintyre/2021/02/28/tomorrow-x-together-bts-and-chung-ha-watch-these-titles-on-the-world-albums-chart/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[166] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[93] https://www.forbes.com/sites/jamesconca/2021/02/28/irrational-nuclear-fear-puts-sweden-in-danger-of-succumbing-to-stupidity/
[70] https://www.forbes.com/sites/dawnchmielewski/2021/02/26/how-much-are-prince-harry-and-meghan-markle-worth-surprisingly-not-that-much/?sh=1da2418dc417&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social
[67] https://trib.al/2g3JjgV?utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[57] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/amp/?sh=d80391c495d9&__twitter_impression=true
[35] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?sh=d80391c495d9
[25] https://www.forbes.com/sites/siladityaray/2021/03/01/biden-backs-union-vote-by-amazon-workers-tells-company-not-to-interfere-or-intimidate/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie

Top URLs in Tweet in G1:
[548] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[383] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social&utm_term=Gordie
[351] https://www.forbes.com/sites/hughmcintyre/2021/02/28/tomorrow-x-together-bts-and-chung-ha-watch-these-titles-on-the-world-albums-chart/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[158] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[52] https://trib.al/2g3JjgV?utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[52] https://www.forbes.com/sites/dawnchmielewski/2021/02/26/how-much-are-prince-harry-and-meghan-markle-worth-surprisingly-not-that-much/?sh=1da2418dc417&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social
[24] https://www.forbes.com/sites/siladityaray/2021/03/01/biden-backs-union-vote-by-amazon-workers-tells-company-not-to-interfere-or-intimidate/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[21] https://www.forbes.com/sites/jonathanponciano/2021/02/28/bill-gates-warns-post-covid-return-to-normal-could-take-all-2022/?sh=293b887f4d8d&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[17] https://www.forbes.com/sites/christinecarter/2021/02/20/understanding-the-reopening-of-the-paycheck-protection-program/?utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[13] http://www.forbes.com/sites/sarahhansen/2021/02/26/is-the-15-minimum-wage-dead-heres-whats-next-for-democrats-after-crucial-setback/?utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter

Top URLs in Tweet in G2:
[8] https://twinybots.ch/
[8] https://www.forbes.com/sites/mikeosullivan/2021/02/28/will-rising-bond-yields-crash-equities-and-the-fed/?utm_source=dlvr.it&utm_medium=twitter
[7] https://fb.com/forbes
[6] https://www.forbes.com/sites/billybambrough/2021/02/28/ethereum-rival-cardano-is-braced-for-a-big-week-amid-massive-price-rally/
[6] https://www.forbes.com.mx/red-forbes-mas-alla-del-agotamiento/
[5] https://www.forbes.com/sites/billybambrough/2021/02/26/bill-gates-issues-serious-bitcoin-warning-as-tesla-billionaire-elon-musk-stokes-crypto-price-mania/
[5] https://www.forbes.com/sites/jeffmcmahon/2021/02/28/steven-chu-blames-government-contractors-for-ongoing-nuclear-waste-debacle/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.forbes.com/sites/paulmonckton/2021/02/27/google-issues-quality-warning-for-millions-of-google-photos-users/
[5] https://www.forbes.com/sites/mikeosullivan/2021/02/28/will-rising-bond-yields-crash-equities-and-the-fed/
[5] https://www.forbes.com/sites/jamesconca/2021/02/28/irrational-nuclear-fear-puts-sweden-in-danger-of-succumbing-to-stupidity/

Top URLs in Tweet in G3:
[5] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social&utm_term=Gordie
[2] https://www.forbes.com/sites/hughmcintyre/2021/02/28/tomorrow-x-together-bts-and-chung-ha-watch-these-titles-on-the-world-albums-chart/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[2] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[1] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[1] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/

Top URLs in Tweet in G4:
[6] https://www.forbes.com/sites/jeffbenjamin/2021/02/22/how-got7s-encore-single-is-defying-k-pop-industry-odds/
[4] https://www.forbes.com/sites/jeffbenjamin/2021/02/23/shinee-return-to-form-with-dont-call-me-comeback-album-these-are-our-natural-selves/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Carrie
[4] https://www.forbes.com/sites/jeffbenjamin/2021/02/22/how-got7s-encore-single-is-defying-k-pop-industry-odds/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Carrie
[1] https://www.forbes.com/sites/hughmcintyre/2021/02/19/bts-ateez-kanye-west-and-beyonc-these-were-the-most-tweeted-about-musicians-in-the-us-in-2020
[1] https://www.forbes.com/sites/hughmcintyre/2021/02/28/tomorrow-x-together-bts-and-chung-ha-watch-these-titles-on-the-world-albums-chart/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[1] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[1] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[1] https://www.forbes.com/sites/maddieberg/2021/02/28/golden-globes-2021-the-winners-list/?sh=4502e0295101
[1] https://www.youtube.com/watch?v=tAe0yUEzAaI&feature=youtu.be

[1] https://lnk.to/For_Ahgasae

Top URLs in Tweet in G5:
[14] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?sh=d80391c495d9
[3] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social&utm_term=Gordie
[2] https://www.forbes.com/sites/hughmcintyre/2021/02/28/tomorrow-x-together-bts-and-chung-ha-watch-these-titles-on-the-world-albums-chart/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[2] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[1] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/amp/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie&__twitter_impression=true

Top URLs in Tweet in G6:
[6] https://www.forbes.com/sites/nicoleroberts/2021/02/28/need-for-human-connection-creates-unexpected-positive-use-of-clubhouse/
[5] https://www.forbes.com/sites/andrewcharlton5/2021/02/28/vaccine-certificates-certifiably-a-chance-to-change-travel/
[5] https://www.forbes.com/sites/robtoews/2021/02/28/a-wave-of-billion-dollar-computer-vision-startups-is-coming/?sh=36c475913f4c&utm_content=bufferc8fef&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.forbes.com/sites/maxartechnologies/2021/02/17/artificial-intelligence-and-machine-learning-to-solve-complex-challenges/?sh=6fe6b33c217b&utm_content=buffer28fe3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.forbes.com/sites/saibala/2021/02/27/microsoft-is-rapidly-expanding-its-presence-in-healthcare/
[5] https://www.forbes.com/sites/louiscolumbus/2021/02/21/10-ways-ai-and-machine-learning-are-improving-marketing-in-2021/
[4] https://www.forbes.com/sites/zakdoffman/2021/02/28/whatsapp-warns-millions-of-apple-iphone-and-google-android-users-after-privacy-backlash/
[4] https://www.forbes.com/sites/danielnewman/2020/11/18/4-ai-trends-set-to-accelerate-in-2020/
[4] https://thefintechtimes.com/protokol-how-blockchain-can-help-esports-put-fans-first/
[4] https://www.forbes.com/sites/shamahyder/2021/02/23/3-copywriting-trends-marketers-can-use-to-accelerate-results-in-2021/

Top URLs in Tweet in G7:
[2] https://www.forbes.com/sites/michelatindera/2021/02/25/these-billionaire-donors-spent-the-most-money-on-the-2020-election/?sh=41123bb014ce
[1] https://bit.ly/2MxrUFU
[1] https://bit.ly/3b1an2w
[1] https://www.forbes.com/sites/roberthart/2020/12/08/pfizer-board-member-gottlieb-confirms-trump-administration-rejected-multiple-offers-for-more-vaccine-doses/
[1] https://www.forbes.com/sites/tommybeer/2021/02/27/gops-gosar-skipped-covid-19-aid-vote-to-speak-at-conference-with-ties-to-white-nationalism/?sh=b6684ff60361
[1] https://www.forbes.com/sites/tommybeer/2021/02/27/gops-gosar-skipped-covid-19-aid-vote-to-speak-at-conference-with-ties-to-white-nationalism/amp/?sh=b6684ff60361&__twitter_impression=true

Top URLs in Tweet in G8:
[2] https://www.forbes.com/sites/petersuciu/2021/02/27/cpac-stage-compared-to-nazi-symbol-on-social-media/?sh=69a1de221e80
[2] https://apnews.com/article/us-news-ken-paxton-extramarital-affairs-austin-texas-dc0c309fc829e62e5132aab56bcc686f
[1] https://www.forbes.com/sites/sethcohen/2020/09/13/roger-stone-calls-on-trump-to-seize-total-power-and-assert-martial-law---but-could-he/?sh=6bfbc9314db4
[1] https://www.forbes.com/sites/sethcohen/2020/09/13/roger-stone-calls-on-trump-to-seize-total-power-and-assert-martial-law---but-could-he/?sh=2ce731df4db4
[1] https://www.forbes.com/sites/jonathanponciano/2021/02/28/bill-gates-warns-post-covid-return-to-normal-could-take-all-2022/?sh=293b887f4d8d&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[1] https://twitter.com/Forbes/status/1366105067783393284
[1] https://bit.ly/3aMB4aY
[1] https://www.forbes.com/sites/johnkoetsier/2020/09/03/the-100-safest-countries-for-covid-19-updated/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ef0c8fc0-2e3e-11eb-a883-dbd18ba00b74&url=L2dyYXBoaWNzL2NvdmlkLXJlc2lsaWVuY2UtcmFua2luZy8=
[1] https://www.forbes.com/sites/davidprosser/2021/01/15/why-does-the-chancellor-refuse-to-help-the-forgotten-3-million/?sh=2ba233982cd1

Top URLs in Tweet in G9:
[16] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/amp/?sh=d80391c495d9&__twitter_impression=true
[14] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[6] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?sh=d80391c495d9
[5] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/
[3] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/amp/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie&__twitter_impression=true
[2] https://www.forbes.com/sites/bryanrolli/2021/02/27/btss-be-set-to-return-to-top-10-following-essential-edition-reissue/
[2] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[2] https://twitter.com/Forbes/status/1365392260624494595
[1] https://twitter.com/forbes/status/1366215466616844297
[1] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie&sh=48cc49f7495d

Top URLs in Tweet in G10:
[36] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/amp/?sh=d80391c495d9&__twitter_impression=true
[20] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[4] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[2] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/?sh=d80391c495d9
[2] https://www.forbes.com/sites/hughmcintyre/2021/02/28/bts-score-another-gold-album-in-the-uk-with-map-of-the-soul-7/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social&utm_term=Gordie
[2] https://www.forbes.com/sites/bryanrolli/2021/02/26/bts-were-once-again-the-subject-of-racist-on-air-remarks-and-received-a-pathetic-non-apology/
[1] https://www.forbes.com/sites/bryanrolli/2021/02/24/review-bts-dazzle-all-by-themselves-with-beautifully-intimate-mtv-unplugged-set/
[1] https://www.forbes.com/sites/bryanrolli/2021/02/27/btss-be-set-to-return-to-top-10-following-essential-edition-reissue/
[1] https://www.forbes.com/sites/bryanrolli/2021/02/24/review-bts-dazzle-all-by-themselves-with-beautifully-intimate-mtv-unplugged-set/?sh=1eba19922ef9
[1] https://twitter.com/Forbes/status/1365392260624494595

Top Domains
Top Domains in Tweet in Entire Graph:
[3378] forbes.com
[203] twitter.com
[71] trib.al
[68] com.mx
[39] linkedin.com
[30] co.jp
[20] omnatigray.org
[19] twinybots.ch
[17] forbesjapan.com
[16] t.co

Top Domains in Tweet in G1:
[1902] forbes.com
[52] trib.al
[16] t.co
[13] twitter.com
[3] youtube.com
[2] upi.com
[2] daum.net
[2] businessinsider.com
[2] nytimes.com
[1] cowsandpigsmaketheearthwarm.com

Top Domains in Tweet in G2:
[332] forbes.com
[65] twitter.com
[26] linkedin.com
[16] co.jp
[14] com.mx
[13] delovidenie.com
[9] healthcareforbes.com
[8] twinybots.ch
[8] forbesjapan.com
[8] easybranches.com

Top Domains in Tweet in G3:
[11] forbes.com

Top Domains in Tweet in G4:
[20] forbes.com
[1] youtube.com
[1] lnk.to

Top Domains in Tweet in G5:
[22] forbes.com

Top Domains in Tweet in G6:
[119] forbes.com
[4] faveeo.com
[4] thefintechtimes.com
[2] sec.gov
[2] linkedin.com
[2] bit.ly
[2] twinybots.ch
[1] twitter.com

Top Domains in Tweet in G7:
[5] forbes.com
[2] bit.ly

Top Domains in Tweet in G8:
[11] forbes.com
[2] twitter.com
[2] apnews.com
[1] bit.ly
[1] bloomberg.com

Top Domains in Tweet in G9:
[50] forbes.com
[5] twitter.com

Top Domains in Tweet in G10:
[69] forbes.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[164] ai
[109] fever_part_2
[109] 지금우리ateez는_불놀이야
[96] machinelearning
[95] ateez
[89] fireworks
[69] 에이티즈
[66] marketing
[63] bigdata
[55] ml



Top Hashtags in Tweet in G1:
[48] cpac
[9] leadership
[7] ai
[6] cpac2021
[6] entrepreneur
[6] innovation
[6] fintech
[6] rassismusbeibayern3
[6] bayern3racist
[5] startups

Top Hashtags in Tweet in G2:
[8] forbes
[7] realestate
[6] yahooニュース
[6] opinión
[6] redforbes
[5] marketing
[4] startup
[4] innovation
[4] learning
[4] technology

Top Hashtags in Tweet in G3:
[1] bayern3racist

Top Hashtags in Tweet in G4:
[109] fever_part_2
[109] 지금우리ateez는_불놀이야
[95] ateez
[89] fireworks
[69] 에이티즈
[55] theyarecoming
[54] ateezisback
[34] 불놀이야
[5] encore
[4] got7

Top Hashtags in Tweet in G5:
[1] bayern3_racism
[1] matuschikout
[1] bayern3_rassismus

Top Hashtags in Tweet in G6:
[98] ai
[54] bigdata
[51] ml
[47] aiio
[47] nlu
[40] futureofwork
[27] machinelearning
[26] artificialintelligence
[18] fintech
[17] insurtech

Top Hashtags in Tweet in G8:
[5] dv2021
[5] savediversityvisa
[2] rwanda
[2] h4ead
[2] cluster_bomb
[2] war_crime
[2] tigray_genocide
[2] resolveh4eaddelays
[1] democrat
[1] maga

Top Hashtags in Tweet in G9:
[15] germanmedia_racism
[12] bayern3racist
[9] rassismusbeibayern3
[9] deutschemedien_rassismus
[9] racismbayern3
[7] racismisnotanopinion
[4] bayern3apologize
[3] bayern3_racism
[3] neinzurassismus
[3] racistbayern3

Top Hashtags in Tweet in G10:
[36] notoracism
[36] neinzurassismus
[3] btsunplugged
[2] btsarmy
[2] racismisnotanopinion
[2] racismbayern3
[1] bts
[1] mtvunplugged

Top Words
Top Words in Tweet in Entire Graph:
[4208] forbes
[2423] called
[2127] bts
[1120] non
[1098] racism
[985] asian
[716] racist
[680] apology
[679] again
[665] remarks

Top Words in Tweet in G1:
[2223] forbes
[1516] bts
[602] again
[563] air
[557] racist
[551] once
[551] pathetic
[551] non
[551] apology
[550] subject

Top Words in Tweet in G2:
[252] forbes
[25] japan
[24] covid
[24] news
[22] more
[21] 19
[20] bill
[19] world
[19] best
[18] в

Top Words in Tweet in G3:
[951] called
[911] racism
[911] asian
[458] non
[456] big
[456] artists
[455] western
[455] celebrities
[455] rival
[455] fandoms

Top Words in Tweet in G4:
[480] asianagent
[459] ateez
[342] bts
[338] see
[338] such
[337] 2020
[337] top
[337] tweeted
[337] musicians
[337] kanye

Top Words in Tweet in G5:
[1358] called
[354] forbes
[345] innerockstar
[334] everyone
[334] gets
[23] racism
[23] celebrities
[23] fandoms
[22] asian
[13] starxo777

Top Words in Tweet in G6:
[98] #ai
[85] forbes
[54] #bigdata
[51] #ml
[47] #aiio
[47] #nlu
[40] #futureofwork
[37] ai
[34] terence_mills
[32] google

Top Words in Tweet in G7:
[233] paul
[233] gosar
[233] vote
[193] kylegriffin1
[183] conference
[183] ties
[183] white
[183] nationalism
[182] republican
[182] skipped

Top Words in Tweet in G8:
[50] forbes
[27] mollyjongfast
[22] cnn
[20] nytimes
[17] abc
[16] angiecthomas
[16] nbc
[16] cbs
[15] katpic57
[15] reuters

Top Words in Tweet in G9:
[114] bts
[87] bts_twt
[87] response
[83] forbes
[71] reinforces
[71] important
[70] fans
[70] major
[70] publications
[70] around

Top Words in Tweet in G10:
[146] bryanrolli
[104] bts
[99] racist
[85] apology
[84] remarks
[80] re
[79] top
[78] bit
[78] good
[78] news

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1170] forbes,bts
[967] called,racism
[720] called,called
[610] non,apology
[607] pathetic,non
[599] once,again
[598] again,subject
[598] subject,racist
[598] racist,air
[598] air,remarks

Top Word Pairs in Tweet in G1:
[1095] forbes,bts
[551] pathetic,non
[551] non,apology
[550] bts,once
[550] once,again
[550] again,subject
[550] subject,racist
[550] racist,air
[550] air,remarks
[550] remarks,received

Top Word Pairs in Tweet in G2:
[25] forbes,japan
[18] covid,19
[16] bill,gates
[16] bond,yields
[15] rising,bond
[15] yields,crash
[15] crash,equities
[15] equities,fed
[13] forbes,breaking
[13] breaking,news

Top Word Pairs in Tweet in G3:
[911] called,racism
[456] artists,called
[456] non,asian
[455] big,western
[455] western,artists
[455] racism,non
[455] asian,celebrities
[455] celebrities,called
[455] racism,rival
[455] rival,fandoms

Top Word Pairs in Tweet in G4:
[337] 2020,top
[337] top,tweeted
[337] tweeted,musicians
[337] musicians,bts
[337] bts,kanye
[337] kanye,west
[337] west,beyoncé
[337] beyoncé,drake
[337] drake,ateez
[337] ateez,amazing

Top Word Pairs in Tweet in G5:
[668] called,called
[334] forbes,called
[334] called,everyone
[334] everyone,gets
[334] gets,called
[333] innerockstar,forbes
[22] called,racism
[13] starxo777,chai_lattae
[12] saying,interesting
[12] interesting,fandoms

Top Word Pairs in Tweet in G6:
[47] #ai,#aiio
[47] #aiio,#bigdata
[47] #bigdata,#ml
[47] #ml,#nlu
[40] #nlu,#futureofwork
[29] forbes,nowbounce
[23] google,microsoft
[23] microsoft,lvmh
[23] lvmh,tesla
[23] tesla,spacex

Top Word Pairs in Tweet in G7:
[233] paul,gosar
[183] conference,ties
[183] ties,white
[183] white,nationalism
[182] republican,paul
[182] gosar,skipped
[182] skipped,covid
[182] covid,relief
[182] relief,vote
[182] vote,speak

Top Word Pairs in Tweet in G8:
[16] angiecthomas,mollyjongfast
[16] abc,nbc
[16] nbc,cbs
[15] katpic57,angiecthomas
[12] roger,stone
[11] mollyjongfast,roger
[11] stone,belongs
[11] belongs,jail
[11] jail,planned
[11] planned,insurrection

Top Word Pairs in Tweet in G9:
[71] reinforces,important
[70] fans,major
[70] major,publications
[70] publications,around
[70] around,world
[68] important,truth
[67] truth,bts
[65] response,bts_twt
[65] bts_twt,fans
[65] world,reinforces

Top Word Pairs in Tweet in G10:
[78] bit,good
[78] good,news
[78] news,yesterday's
[78] yesterday's,nonsense
[78] nonsense,bts's
[78] bts's,'be'
[78] 'be',set
[78] set,return
[78] return,top
[78] top,10

Top Replied-To
Top Replied-To in Entire Graph:
@forbes
@asianagent
@wth_yunify
@forbestech
@tommyasc91
@lewa_forbes
@ravikikan
@mihi_forbes
@cz_binance
@kevinkeller

Top Replied-To in G1:
@forbes
@wth_yunify
@jay_hernandez
@maekat77
@xqoren
@paultassi
@timsalau
@prissy8005
@whipbirdc
@ravensadman

Top Replied-To in G4:
@asianagent
@forbesent

Top Replied-To in G5:
@starxo777

Top Replied-To in G6:
@ravikikan
@ismohapatra
@sarbjeetjohal
@pettet50

Top Replied-To in G7:
@bob48349293

Top Replied-To in G8:
@forbes
@kevinkeller
@_deeparcher_
@diegopujolt
@sdiversityvisa
@rayeasterday
@4nx18
@dantown22
@vtmdl
@mollyjongfast

Top Replied-To in G9:
@forbes
@bayern3
@bts_twt
@btspressdata
@syscabout
@thetonymorrison
@logmyg
@evac100
@cypherxxvantae
@murnielisabeth3

Top Replied-To in G10:
@forbes

Top Mentioned
Top Mentioned in Entire Graph:
@forbes
@taesoothe
@asianagent
@innerockstar
@kylegriffin1
@bryanrolli
@ateezofficial
@norbertelekes
@bts_twt
@researchbts

Top Mentioned in G1:
@forbes
@mattgaetz
@stephanieaburns
@tamaramccleary
@bts_twt
@benphillipsuk
@forbesadvisor
@guidehq_
@cloudilab
@lwintermeyer

Top Mentioned in G2:
@cecyduranmena
@lindo_mnisi
@forbes_th
@78tiger
@akandzen
@vl_solution
@mbsadmin
@activistesmif

Top Mentioned in G3:
@taesoothe
@forbes
@innerockstar
@nhile_de

Top Mentioned in G4:
@asianagent
@forbes
@ateezofficial
@forbesent
@jeff__benjamin
@butterfly_tinyy
@atz1_8
@alinakayrik47
@alwaysteez
@updateez

Top Mentioned in G5:
@innerockstar
@chai_lattae
@starxo777
@taesoothe
@mikro_drop
@forbes
@taffy_twt
@asianagent
@btspressdata

Top Mentioned in G6:
@forbes
@terence_mills
@drjdrooghaag
@nowbounce
@microsoft
@google
@lvmh
@tesla
@spacex
@reliancegroup

Top Mentioned in G7:
@kylegriffin1
@crewcrew
@dragonfly5110

Top Mentioned in G8:
@forbes
@mollyjongfast
@cnn
@nytimes
@abc
@nbc
@cbs
@angiecthomas
@reuters
@katpic57

Top Mentioned in G9:
@bts_twt
@researchbts
@forbes
@btspressdata
@bayern3
@mmatuschik
@choi_bts2
@bryanrolli
@shinr05
@beautifulsoulb7

Top Mentioned in G10:
@bryanrolli
@btschartgermany
@forbes
@taesoothe
@innerockstar
@cypherluscious
@ikanatassa
@btspressdata
@bts_twt
@asianagent

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@easy_branches
@lasillarota
@robinsnewswire
@piyuanker12
@chidambara09
@cybersec_feeds
@falconhamada_90
@femtech_
@mroopchand143

Top Tweeters in G1:
@robinsnewswire
@falconhamada_90
@mroopchand143
@getvidbot
@therezafontoura
@marconavarrolor
@straitarrow10
@monotan7
@myspringdayobts
@mwirigi

Top Tweeters in G2:
@tweetz789
@robinsportsnews
@topinforma7
@splatoonch
@lucas_wyrsch
@thedextazlab
@newsfilterio
@thereal_kdubb
@ahmadnormaulana
@wataru4

Top Tweeters in G3:
@bombsbybangtan
@tatadinosaur
@sevenlovesbts
@rhianna_thrupp
@lionbun_
@nerdyarmykook
@_nyamj00n_
@seokjinnieus
@liz_infires
@tinyhobi94

Top Tweeters in G4:
@whatkimchi
@stan_bts_clc_dc
@kiinkiinn_
@chwangdolla
@sakurabunny031
@bunny_kookie908
@mimjaime19beauq
@huda_pjm
@_joes__
@sansvante

Top Tweeters in G5:
@jamezayn
@bangtanourstars
@perseyal
@yoonccl
@deori_marshy
@bangtannies07
@immonica91
@ninemoons42
@hanrena_bts1031
@btsismy74720491

Top Tweeters in G6:
@piyuanker12
@chidambara09
@cybersec_feeds
@evankirstel
@nicochan33
@marshacollier
@akwyz
@shicooks
@rwang0
@trendsinai

Top Tweeters in G7:
@rachel_mcrea
@geegeebythesea
@jorge_c_ny
@shasta_otter
@michaelsen_erik
@dianesatx
@madamend
@cinghsian
@stockscout1
@sasyecat

Top Tweeters in G8:
@reuters
@business
@guardian
@vanguardngrnews
@daily_trust
@globeandmail
@bbcnews
@nytimes
@leadershipnga
@cnbc

Top Tweeters in G9:
@ligayaloyola
@lei_with_luv
@fykamaira
@mielkim1
@novaparkpark
@njannahnawa
@0613hj0709
@bts_twt0202
@linfangju1004
@n_revy

Top Tweeters in G10:
@panterka30k
@alluringtaekook
@anotherunperson
@mrstoh2o
@jikookrocks
@ikanatassa
@nonymosjustice
@stapleskeri
@cecilk18
@jeonsheather


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