forbes, Twitter, 4/8/2021 5:59:34 PM, 252333
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forbes_2021-04-07_13-42-25.xlsx
forbes_2021-04-07_13-42-25.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
forbes via NodeXL https://bit.ly/39QHB3q
@forbes
@itsshaikhussain
@lopezobrador_
@forbes_mexico
@1231bjonas
@forbes_india
@borisjohnson
@whatsyourviews
@rishisunak
@lvillegas0308

Top hashtags:
#ai
#artificialintelligence
#machinelearning
#datascience
#marketing
#ml

Description:
Description
The graph represents a network of 7,993 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 Wednesday, 07 April 2021 at 20:55 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 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, 1-hour, 55-minute period from Saturday, 03 April 2021 at 06:39 UTC to Monday, 05 April 2021 at 08:34 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 : 7993
Unique Edges : 6351
Edges With Duplicates : 11496
Total Edges : 17847
Number of Edge Types : 5
Retweet : 4241
MentionsInRetweet : 6069
Replies to : 1528
Tweet : 2221
Mentions : 3788
Self-Loops : 2273
Reciprocated Vertex Pair Ratio : 0.0147527064317555
Reciprocated Edge Ratio : 0.0290764564376111
Connected Components : 1401
Single-Vertex Connected Components : 707
Maximum Vertices in a Connected Component : 4415
Maximum Edges in a Connected Component : 12039
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.011522
Graph Density : 0.000149671127401642
Modularity : 0.51374
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,993 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 Wednesday, 07 April 2021 at 20:55 UTC.

The requested start date was Tuesday, 06 April 2021 at 00:01 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, 1-hour, 55-minute period from Saturday, 03 April 2021 at 06:39 UTC to Monday, 05 April 2021 at 08:34 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 : 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:
[223] https://www.forbes.com/sites/danidiplacido/2021/04/04/netflixs-seaspiracy-is-a-powerful-appetite-suppressant/?sh=4ba84178274d&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[107] https://twitter.com/forbes/status/1378474163871055874
[102] https://www.forbes.com/sites/adamminsky/2021/04/01/biden-actively-considering-cancelling-student-loan-debt-of-up-to-50000/?sh=16b4875d38e8&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[93] https://www.forbes.com/sites/ajdellinger/2021/04/03/personal-date-of-533-million-facebook-users-leaks-online/?utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[80] https://twitter.com/Forbes/status/1378474163871055874
[59] https://www.forbes.com/sites/scottmendelson/2021/04/03/box-office-godzilla-vs-kong-racing-towards-50-million-plus-easter-holiday-debut/?sh=6fb0553d7a0c&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[59] https://www.forbes.com.mx/noticias-investigaciones-de-eu-sobre-los-carteles-estan-detenidas-por-ley-mexicana/
[46] https://twinybots.ch/
[41] https://www.forbes.com/sites/tommybeer/2021/04/03/trump-campaign-reportedly-forced-to-refund-more-than-122-million-to-donors/
[37] https://www.forbes.com/sites/jackkelly/2021/04/01/google-wants-workers-to-return-to-the-office-ahead-of-schedule-this-looks-like-a-blow-to-the-remote-work-trend/?sh=2839c1141575&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter

Top URLs in Tweet in G1:
[219] https://www.forbes.com/sites/danidiplacido/2021/04/04/netflixs-seaspiracy-is-a-powerful-appetite-suppressant/?sh=4ba84178274d&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[92] https://www.forbes.com/sites/ajdellinger/2021/04/03/personal-date-of-533-million-facebook-users-leaks-online/?utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[89] https://www.forbes.com/sites/adamminsky/2021/04/01/biden-actively-considering-cancelling-student-loan-debt-of-up-to-50000/?sh=16b4875d38e8&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[57] https://www.forbes.com/sites/scottmendelson/2021/04/03/box-office-godzilla-vs-kong-racing-towards-50-million-plus-easter-holiday-debut/?sh=6fb0553d7a0c&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[35] https://www.forbes.com/sites/gordonkelly/2021/04/03/apple-airpods-3-new-airpods-release-date-upgrade-airpods-pro/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social
[35] https://www.forbes.com/sites/jackkelly/2021/04/01/google-wants-workers-to-return-to-the-office-ahead-of-schedule-this-looks-like-a-blow-to-the-remote-work-trend/?sh=2839c1141575&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[27] https://www.forbes.com/sites/davidphelan/2021/04/04/apple-tv-4k-2021-cool-new-remote-control-may-not-be-what-it-seems/?sh=3386f1f934f2&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[23] https://www.forbes.com/sites/jemimamcevoy/2021/04/04/40-of-us-adults-now-vaccinated-but-here-are-all-the-countries-doing-even-better/?sh=5fea8cd20f3d&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[21] https://www.forbes.com/sites/amyblaschka/2021/04/03/youre-not-lazy-youre-scared-how-to-finally-stop-procrastinating/?sh=14cfa3336dab&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social
[20] https://www.forbes.com/sites/tommybeer/2021/04/03/trump-campaign-reportedly-forced-to-refund-more-than-122-million-to-donors/?sh=2b8a7a0e58a3&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter

Top URLs in Tweet in G2:
[37] https://twitter.com/forbes/status/1378474163871055874
[21] https://twitter.com/Forbes/status/1378474163871055874
[15] https://twinybots.ch/
[7] https://twitter.com/Forbes/status/1378948360124645376
[6] https://www.forbes.com/sites/tommybeer/2021/04/03/trump-campaign-reportedly-forced-to-refund-more-than-122-million-to-donors/
[6] https://www.forbes.com/sites/christinero/2021/04/04/the-growing-case-for-banning-pesticides-linked-to-suicides/?utm_source=dlvr.it&utm_medium=twitter
[5] https://news.yahoo.co.jp/articles/28bdee3a33dc177dc95909d7f669b8038d179d5b
[5] https://www.forbes.com/sites/billybambrough/2021/04/02/jpmorgan-reveals-big-bitcoin-price-prediction-as-bitcoin-and-crypto-market-surges-toward-2-trillion/
[5] https://www.forbes.com/sites/franklavin/2021/04/05/the-fight-for-chinas-third-quartile-of-consumers/?utm_source=dlvr.it&utm_medium=twitter
[5] https://twitter.com/Forbes/status/1378914614113665024

Top URLs in Tweet in G3:
[31] https://www.forbes.com/sites/nishatalagala/2021/04/04/the-four-cs-of-ai-literacy-building-the-workforce-of-the-future/?sh=390ee79b13fb
[26] https://www.forbes.com/sites/forbesbusinesscouncil/2020/12/02/ai-will-change-marketing-in-ways-you-didnt-expect/?sh=77c3088e38a3
[23] https://www.forbes.com/sites/joemckendrick/2021/03/31/artificial-intelligences-impact-on-jobs-is-nuanced/
[21] https://www.forbes.com/sites/davidteich/2021/04/01/security-in-the-cloud-is-enhanced-by-artificial-intelligence/
[21] https://twinybots.ch/
[19] https://www.forbes.com/sites/evaamsen/2021/03/30/artificial-intelligence-is-learning-to-categorize-and-talk-about-art/
[15] https://www.forbes.com/sites/bernardmarr/2021/03/15/china-poised-to-dominate-the-artificial-intelligence-ai-market/
[13] https://www.forbes.com/sites/forbescommunicationscouncil/2021/03/10/five-ai-myths-and-misconceptions-and-the-role-of-communications/?sh=666261156748
[12] https://www.forbes.com/sites/jamiewareham/2021/03/21/why-artificial-intelligence-will-always-fail-lgbtq-people/
[10] https://www.forbes.com/sites/forbestechcouncil/2021/02/10/using-ai-and-machine-learning-to-break-past-the-constraints-of-the-new-normal/?sh=378f26085840

Top URLs in Tweet in G4:
[34] https://twitter.com/forbes/status/1378474163871055874
[28] https://twitter.com/Forbes/status/1378474163871055874
[12] https://www.forbes.com/sites/adamminsky/2021/04/01/biden-actively-considering-cancelling-student-loan-debt-of-up-to-50000/?sh=16b4875d38e8&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[5] https://www.forbes.com/sites/petersuciu/2021/04/02/boycottrollingstone-trending-after-reported-ties-to-saudi-arabia-and-support-for-trump/
[3] https://twitter.com/shaunking/status/1378543430230552578
[2] http://viralchors2.blogspot.com/2021/04/rt-ninaturner-all-with-stroke-of_4.html
[2] https://www.forbes.com/sites/alanohnsman/2021/03/31/bidens-infrastructure-plan-would-provide-big-boost-for-tesla-gm-and-ev-startups/?sh=7eafc04b63b2
[2] https://twitter.com/forbes/status/1378420563744587780
[1] https://www.forbes.com/advisor/student-loans/new-secretary-of-education-miguel-cardona/
[1] https://www.forbes.com/sites/ewelinaochab/2021/04/04/g7-foreign-ministers-condemn-atrocity-crimes-in-tigray/amp/?sh=5aebc70525c5&__twitter_impression=true

Top URLs in Tweet in G5:
[57] https://www.forbes.com.mx/noticias-investigaciones-de-eu-sobre-los-carteles-estan-detenidas-por-ley-mexicana/
[9] https://www.forbes.com.mx/noticias-simple-conversacion-cubrebocas-puede-contagiar-covid-19/
[5] https://www.forbes.com.mx/francia-ordena-nuevo-confinamiento-nacional-por-covid-19/
[5] https://www.forbes.com.mx/nuevas-recomendaciones-oms-cubrebocas-de-tela/
[4] https://www.forbes.com.mx/forbes-life/jacarandas-en-la-ciudad-de-mexico-no-te-las-pierdas/
[4] https://www.forbes.com.mx/forbes-life/salud-covid-19-vacunacion-uso-cubrebocas/
[3] https://www.forbes.com/sites/nicholasreimann/2021/03/31/france-enacting-national-lockdown-after-covid-spike/
[2] https://www.forbes.com/sites/christinero/2021/04/04/the-growing-case-for-banning-pesticides-linked-to-suicides/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Carrie
[2] https://www.forbes.com.mx/conacyt-lanza-convocatoria-para-beca-madres-mexicanas-jefas-de-familia-2021/
[2] https://www.forbes.com.mx/ipn-mascarilla-nasal-momento-comer/

Top URLs in Tweet in G6:
[1] https://www.nhs.uk/live-well/eat-well/vegetarian-and-vegan-diets-q-and-a/
[1] https://www.forbes.com/sites/danidiplacido/2021/04/04/netflixs-seaspiracy-is-a-powerful-appetite-suppressant/?sh=4ba84178274d&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[1] https://www.forbes.com/sites/jodiecook/2021/03/22/the-5-purchases-every-entrepreneur-should-make/?sh=41bb75b5b6c7
[1] https://www.forbes.com/sites/michaeldelcastillo/2019/08/27/alibaba-tencent-five-others-to-recieve-first-chinese-government-cryptocurrency/amp/
[1] https://www.amazon.in/gp/help/customer/twitter?linkId=115246750

Top URLs in Tweet in G7:
[4] https://npcindia.gov.in/NPC/NPC_e-learning/e-learning_registration_form?course_id=OTM=
[3] https://www.npcindia.gov.in/NPC/User/webinar_registration?course_select_id=MTAzNA==
[3] https://www.youtube.com/watch?v=jjkDjjTlsFU&feature=youtu.be

[1] https://www.forbesindia.com/article/innovation/nestl%C3%A9--india-inside-the-city-slickers-rural-gambit/67289/1
[1] https://www.forbesindia.com/article/lifes/freshly-plucked-our-pick-of-the-most-exotic-teas-this-season/67273/1
[1] https://www.forbesindia.com/article/special/ten-interesting-things-we-read-this-week/67271/1
[1] https://www.forbesindia.com/article/photo-of-the-day/photo-of-the-day-easter-vigil/67267/1
[1] https://www.forbesindia.com/article/great-lakes-institute-of-management/the-new-marketing-currency-brand-trust/67279/1
[1] https://www.forbesindia.com/article/photo-of-the-day/photo-of-the-day-just-another-sunday-in-mumbai/67285/1
[1] https://www.forbesindia.com/subscription/

Top URLs in Tweet in G8:
[34] https://www.forbes.com/sites/tommybeer/2021/04/03/trump-campaign-reportedly-forced-to-refund-more-than-122-million-to-donors/?sh=3bde30b458a3
[13] https://www.forbes.com/sites/tommybeer/2021/04/03/trump-campaign-reportedly-forced-to-refund-more-than-122-million-to-donors/
[2] https://www.forbes.com/sites/tommybeer/2021/04/03/trump-campaign-reportedly-forced-to-refund-more-than-122-million-to-donors/?fbclid=IwAR30xqPcF9h9fi81ZEWaPxMSRmpG5Xzc_jS9kExiR6r8WPf5cszFZjXwSM8
[2] https://www.forbes.com/sites/nicholasreimann/2020/12/03/georgia-asked-to-investigate-whether-lindsey-graham-tried-to-interfere-in-presidential-senate-elections/
[1] https://www.forbes.com/sites/danalexander/2017/06/06/how-donald-trump-shifted-kids-cancer-charity-money-into-his-business/?sh=1ef463356b4a
[1] https://twitter.com/forbes/status/1378101317730717700
[1] https://www.forbes.com/sites/roberthart/2021/04/01/georgia-house-passes-bill-stripping-delta-of-a-multimillion-tax-break-after-it-slammed-the-states-new-voting-restrictions/
[1] https://www.forbes.com/sites/adamminsky/2021/04/01/biden-actively-considering-cancelling-student-loan-debt-of-up-to-50000/?sh=16b4875d38e8&utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[1] https://www.forbes.com/sites/tommybeer/2021/04/03/trump-campaign-reportedly-forced-to-refund-more-than-122-million-to-donors/?sh=27ed22f858a3
[1] https://www.forbes.com/sites/carlieporterfield/2021/03/22/sidney-powell-argues-her-dominion-defamation-lawsuit-should-be-dropped-because-no-reasonable-person-would-believe-her/?sh=58766d891dad

Top URLs in Tweet in G9:
[1] https://twitter.com/Nateusborne/status/1378770261261103104
[1] https://twitter.com/kxlechi/status/1378093936053477379
[1] https://twitter.com/lengmanjiggy/status/1378126838233436160
[1] https://twitter.com/lengmanjiggy/status/1378126844067782661
[1] https://twitter.com/lengmanjiggy/status/1378126841903525893
[1] https://twitter.com/lengmanjiggy/status/1378126850556375051
[1] https://twitter.com/lengmanjiggy/status/1378126852737413120
[1] https://twitter.com/lengmanjiggy/status/1378126857447555074
[1] https://twitter.com/lengmanjiggy/status/1378126865114796032
[1] https://twitter.com/lengmanjiggy/status/1378126868709310465

Top URLs in Tweet in G10:
[2] https://www.forbes.com/sites/ninabambysheva/2021/04/03/10-largest-venture-rounds-in-crypto-and-blockchain/
[1] https://www.forbes.com/sites/billybambrough/2021/03/24/elon-musk-reveals-tesla-will-increase-bitcoin-holdings-boosting-the-price/
[1] https://www.forbes.com/sites/alanohnsman/2021/04/02/waymo-chief-john-krafcik-resigns-co-ceos-tapped-to-run-alphabets-self-driving-tech-giant/
[1] https://www.forbes.com/sites/alanohnsman/2021/03/31/bidens-infrastructure-plan-would-provide-big-boost-for-tesla-gm-and-ev-startups/
[1] https://www.forbes.com/sites/billybambrough/2021/03/13/as-the-bitcoin-price-blasts-through-60000-tesla-billionaire-elon-musk-is-more-concerned-with-joke-bitcoin-rival-dogecoin/amp/
[1] https://www.forbes.com/sites/forbestechcouncil/2021/03/01/marketers-make-artificial-intelligence-reflect-your-values---not-undermine-them/?sh=5304a36557eb
[1] https://www.forbes.com/sites/sap/2021/03/29/the-easter-bunnys-smart-chocolate-factory/
[1] https://www.forbes.com/sites/ninabambysheva/2021/04/03/10-largest-venture-rounds-in-crypto-and-blockchain/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie
[1] https://www.forbes.com/sites/deniselyohn/2019/01/08/marketing-matters-now-more-than-ever/?sh=1c8f3d4a117a
[1] https://www.forbes.com/sites/stevetengler/2021/03/23/innovation-culture-key-changes-needed-for-legacy-auto-companies/

Top Domains
Top Domains in Tweet in Entire Graph:
[3257] forbes.com
[636] twitter.com
[181] com.mx
[67] trib.al
[46] twinybots.ch
[39] co.jp
[38] linkedin.com
[36] bit.ly
[25] forbesjapan.com
[22] youtube.com

Top Domains in Tweet in G1:
[1301] forbes.com
[54] trib.al
[29] twitter.com
[8] t.co
[7] youtube.com
[3] linkedin.com
[3] co.il
[3] wikipedia.org
[3] cutt.ly
[2] youtu.be

Top Domains in Tweet in G2:
[441] forbes.com
[186] twitter.com
[26] linkedin.com
[21] co.jp
[16] forbesjapan.com
[15] twinybots.ch
[13] healthcareforbes.com
[11] einnews.com
[10] delovidenie.com
[9] forbes.ru

Top Domains in Tweet in G3:
[464] forbes.com
[21] twinybots.ch
[4] dy.si
[3] hukum.blog
[3] essentials.news
[3] faveeo.com
[3] twitter.com
[2] ift.tt
[2] co.il
[2] bit.ly

Top Domains in Tweet in G4:
[69] twitter.com
[27] forbes.com
[2] blogspot.com
[1] com.mx

Top Domains in Tweet in G5:
[113] com.mx
[17] forbes.com
[16] bit.ly
[4] twitter.com
[2] e-oaxaca.com
[1] ift.tt
[1] facebook.com

Top Domains in Tweet in G6:
[3] forbes.com
[1] nhs.uk
[1] amazon.in

Top Domains in Tweet in G7:
[14] forbesindia.com
[7] gov.in
[4] youtube.com
[2] twitter.com
[1] fortuneindia.com

Top Domains in Tweet in G8:
[57] forbes.com
[1] twitter.com

Top Domains in Tweet in G9:
[84] twitter.com

Top Domains in Tweet in G10:
[14] forbes.com
[1] trib.al
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[407] ai
[272] artificialintelligence
[183] machinelearning
[148] datascience
[113] marketing
[108] ml
[107] bigdata
[94] iot
[83] businessgrowth
[82] startup



Top Hashtags in Tweet in G1:
[17] entrepreneur
[15] easter
[13] businessstrategy
[8] business
[8] restorethesnyderverse
[7] artificialintelligence
[7] ai
[7] monstax
[7] monsta_x
[7] im

Top Hashtags in Tweet in G2:
[11] bitcoin
[10] yahooニュース
[9] blockchain
[7] forbes
[5] innovation
[5] leadership
[5] healthcare
[5] health
[5] science
[4] cryptocurrency

Top Hashtags in Tweet in G3:
[343] ai
[235] artificialintelligence
[161] machinelearning
[132] datascience
[98] bigdata
[88] iot
[65] python
[61] ml
[57] cybersecurity
[52] data

Top Hashtags in Tweet in G4:
[75] cancelstudentdebt
[7] dv2020
[4] dv2021
[3] alaska
[2] noban
[2] tigray
[2] bidenactnow
[2] euactnow
[2] tigraygenocide
[2] hydrogennow

Top Hashtags in Tweet in G5:
[6] las30deforbes
[4] niunvotoamorena2021yaliados
[3] gobiernodelamuerte
[3] gobiernogenocida
[3] teocaltiche
[2] elecciones2021
[2] cdmx
[2] gobiernodelamentiraysimulacion
[2] alvlopezymorena
[2] stargazing

Top Hashtags in Tweet in G6:
[3] stridelied
[3] loanchargescandal
[2] marketswithetnow
[1] rgbotaris
[1] quotes
[1] inspired
[1] getmotivated
[1] motivation
[1] smallbiz
[1] productivity

Top Hashtags in Tweet in G7:
[4] registernow
[4] elearning
[3] covid19
[3] watch
[2] photooftheday
[2] pratikgandhi
[2] scam1992
[1] npcindia
[1] npc
[1] webinar

Top Hashtags in Tweet in G8:
[62] cancelculture
[30] gopcorruptionovercountry
[30] trumpcrimefamilyforprison
[12] terroristtrump
[1] trumpcrimefamily
[1] stjudes

Top Hashtags in Tweet in G10:
[4] xrpcommunity
[4] news
[4] crypto
[4] bitcoin
[3] innovation
[3] blockchain
[2] btc
[2] largest
[2] ventures
[2] digitalcurrency

Top Words
Top Words in Tweet in Entire Graph:
[3719] forbes
[490] more
[407] #ai
[292] biden
[286] 000
[272] #artificialintelligence
[261] intelligence
[258] artificial
[255] million
[252] student

Top Words in Tweet in G1:
[2092] forbes
[232] cost
[229] netflix
[226] true
[221] seaspiracy
[220] seafood
[219] documentary
[219] exposes
[199] biden
[197] student

Top Words in Tweet in G2:
[235] forbes
[45] japan
[41] more
[38] covid
[34] bitcoin
[32] 19
[31] 000
[28] 2021
[27] one
[26] million

Top Words in Tweet in G3:
[347] forbes
[343] #ai
[249] intelligence
[247] artificial
[235] #artificialintelligence
[188] more
[179] read
[161] #machinelearning
[132] #datascience
[121] ai

Top Words in Tweet in G4:
[118] continue
[113] ayannapressley
[113] senschumer
[113] ewarren
[112] pushing
[110] until
[110] happens
[109] gotta
[109] thankful
[109] co

Top Words in Tweet in G5:
[108] suyo
[100] forbes_mexico
[75] lopezobrador_
[54] dicho
[54] protege
[54] cárteles
[54] narco
[54] estado
[53] maleficentvr
[34] forbes

Top Words in Tweet in G6:
[9] forbes
[7] time
[4] telegraph
[4] art
[4] borisjohnson
[4] abpnews
[3] entrepreneur
[3] high
[3] 4x4roadrunner01
[3] hwsb_2

Top Words in Tweet in G7:
[35] thevikaskhanna
[31] india
[30] today
[28] forbes_india
[25] proud
[24] being
[24] world
[23] decades
[23] ago
[23] chef

Top Words in Tweet in G8:
[82] gop
[64] anyone
[62] dear
[62] legislators
[62] see
[62] trying
[62] cancel
[62] baseball
[62] don
[62] lecture

Top Words in Tweet in G9:
[98] lewa_forbes
[17] see
[14] very
[14] oh
[13] don
[12] anu_official
[11] alagbaaaa
[11] tomisinfoluwa
[11] dey
[10] sha

Top Words in Tweet in G10:
[40] forbes
[33] tesla
[21] wr4nygov
[17] 000
[17] cnbc
[16] bitcoin
[14] growth
[13] price
[13] alanohnsman
[12] tsla

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[255] artificial,intelligence
[224] netflix,documentary
[223] documentary,seaspiracy
[223] seaspiracy,exposes
[223] exposes,true
[223] true,cost
[223] cost,seafood
[217] forbes,netflix
[177] read,more
[172] forbes,read

Top Word Pairs in Tweet in G1:
[219] netflix,documentary
[219] documentary,seaspiracy
[219] seaspiracy,exposes
[219] exposes,true
[219] true,cost
[219] cost,seafood
[214] forbes,netflix
[134] student,loan
[120] 50,000
[116] 000,student

Top Word Pairs in Tweet in G2:
[42] forbes,japan
[29] covid,19
[11] bitcoin,price
[11] 100,000
[10] growing,case
[10] case,banning
[10] banning,pesticides
[10] pesticides,linked
[10] linked,suicides
[10] forbes,breaking

Top Word Pairs in Tweet in G3:
[244] artificial,intelligence
[172] read,more
[166] forbes,read
[51] #machinelearning,#datascience
[49] #artificialintelligence,#machinelearning
[44] #ai,#datascience
[43] #artificialintelligence,#ai
[37] benjaminp3ters,artificial
[36] enhanced,artificial
[32] forbes,#ai

Top Word Pairs in Tweet in G4:
[109] gotta,continue
[109] continue,pushing
[109] pushing,until
[109] until,happens
[109] happens,thankful
[109] thankful,co
[109] co,conspirators
[109] conspirators,ayannapressley
[109] ayannapressley,senschumer
[109] senschumer,ewarren

Top Word Pairs in Tweet in G5:
[54] dicho,lopezobrador_
[54] lopezobrador_,protege
[54] protege,cárteles
[54] cárteles,suyo
[54] suyo,suyo
[54] suyo,narco
[54] narco,estado
[53] maleficentvr,dicho
[11] covid,19
[9] guardian,forbes

Top Word Pairs in Tweet in G6:
[3] 4x4roadrunner01,hwsb_2
[3] hwsb_2,marion94862795
[3] marion94862795,commonstreasury
[3] commonstreasury,nadinedorries
[3] nadinedorries,borisjohnson
[3] borisjohnson,#stridelied
[3] #stridelied,#loanchargescandal
[3] thetribunechd,jagrannews
[3] jagrannews,abpnews
[3] abpnews,telegraph

Top Word Pairs in Tweet in G7:
[23] decades,ago
[23] ago,being
[23] being,chef
[23] chef,considered
[23] considered,undignified
[23] undignified,job
[23] job,today
[23] today,proud
[23] proud,represent
[23] represent,india

Top Word Pairs in Tweet in G8:
[62] dear,gop
[62] gop,legislators
[62] legislators,see
[62] see,trying
[62] trying,cancel
[62] cancel,baseball
[62] baseball,don
[62] don,lecture
[62] lecture,anyone
[62] anyone,#cancelculture

Top Word Pairs in Tweet in G9:
[6] lewa_forbes,anu_official
[5] olumiddey,anu_official
[4] lewa_forbes,lol
[3] very,good
[3] lewa_forbes,set
[3] clear,skin
[3] see,crazy
[3] little,business
[3] business,pick
[3] pick,deliver

Top Word Pairs in Tweet in G10:
[12] forbes,alanohnsman
[12] wr4nygov,forbes
[11] forbes,cnbc
[8] elon,musk
[8] 60,000
[7] price,forbes
[7] cnbc,statesman
[6] 2025,tesla
[6] tesla,sells
[6] sells,10m

Top Replied-To
Top Replied-To in Entire Graph:
@forbes
@lewa_forbes
@kingofmeneop
@savageoc
@accatalano
@forbestech
@lvbetpl
@aubrey_forbes
@thevikaskhanna
@gop

Top Replied-To in G1:
@forbes
@kingofmeneop
@savageoc
@accatalano
@mind_sync
@scottmendelson
@paultassi
@lauracorriss
@darwin9876541
@bigfourtwo

Top Replied-To in G2:
@kochharandco

Top Replied-To in G3:
@drelidavid

Top Replied-To in G4:
@forbes
@dvobserver
@accatalano
@potus
@kbaygirl
@i_am_sago
@usembassyturkey
@ndtv
@titina45407388
@maiadasalah19

Top Replied-To in G5:
@tonihargis
@meagan
@forbes_mexico
@lauraohear
@nostromo71
@nbcnews
@theunrealpeterg
@globaltimesnews
@hidg_
@claudiashein

Top Replied-To in G6:
@shyghostchan
@theberks100
@forbes
@4x4roadrunner01
@financialtimes
@thetribunechd
@u_a_780
@njalva
@deevaaanshi

Top Replied-To in G7:
@thevikaskhanna
@forbes_india

Top Replied-To in G8:
@gop
@foxnews
@donaldjtrumpjr
@gopchairwoman
@foxnewspolitics
@jennaellisesq
@melaniatrump
@erictrump
@tiffanyatrump
@randpaul

Top Replied-To in G9:
@lewa_forbes
@alagbaaaa
@tomisinfoluwa
@olumiddey
@girlbutgodtype
@toluspinnn
@s__stellaa
@donteewrites
@only1ohis
@shey_drogo

Top Replied-To in G10:
@wr4nygov
@news3lv
@jackpalmer289
@forbes
@joenbc
@valuenotdeadyet
@feni__sam
@modelq23
@eliburton_

Top Mentioned
Top Mentioned in Entire Graph:
@forbes
@ayannapressley
@senschumer
@ewarren
@ilhanmn
@forbes_mexico
@potus
@darwin9876541
@lopezobrador_
@gop

Top Mentioned in G1:
@forbes
@darwin9876541
@accatalano
@scottmendelson
@paultassi
@stephanieaburns
@herutrading
@shinizmo
@secretarypete
@shxx131bi131

Top Mentioned in G2:
@mbsadmin
@dragonadvantage
@mariehelenetho2
@athens4cannabis
@stephant
@muhammadfaiqmf
@proofandedit
@3dprinting_mag
@okiedave8675309

Top Mentioned in G3:
@forbes
@benjaminp3ters
@iainljbrown
@harbrimah
@tamaramccleary
@mvollmer1
@bernardmarr
@suzannec0leman
@junaidfaridkhan
@duckduckgo

Top Mentioned in G4:
@ayannapressley
@senschumer
@ewarren
@ilhanmn
@potus
@ninaturner
@rashidatlaib
@forbes
@cnn
@people4bernie

Top Mentioned in G5:
@forbes_mexico
@lopezobrador_
@maleficentvr
@forbes
@guardian
@politico
@foxnews
@who
@hrw
@forbeslifelatam

Top Mentioned in G6:
@forbes
@telegraph
@borisjohnson
@abpnews
@entrepreneur
@hwsb_2
@marion94862795
@commonstreasury
@nadinedorries
@jagrannews

Top Mentioned in G7:
@forbes_india
@thevikaskhanna
@spsingh35304853
@kunaljp
@pratikg80
@aloksrivasnpc
@hul_news
@nestleindia
@mccia_pune
@coeps_bhau

Top Mentioned in G8:
@gop
@tedlieu
@mlb
@erictrump
@mehdirhasan
@ivankatrump
@kimguilfoyle
@patsymoose
@stephenm
@lindseygrahamsc

Top Mentioned in G9:
@lewa_forbes
@anu_official
@tomisinfoluwa
@alagbaaaa
@_auxano
@bolorundurodan
@olurops
@veeiye
@viqforlan
@motoye_

Top Mentioned in G10:
@forbes
@cnbc
@wr4nygov
@alanohnsman
@statesman
@tesla
@mccventures
@cybersecboardrm
@miguelicarlos
@elonmusk

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@americanair
@sectest9
@filafresh
@robinsnewswire
@hrblock_21
@kzooooo
@chidambara09
@cybersec_feeds
@femtech_

Top Tweeters in G1:
@filafresh
@mroopchand143
@szilviade_
@flight_refunds
@denniskoch10
@acheetah42496
@its_coachb
@esnesy
@fleming77
@therezafontoura

Top Tweeters in G2:
@robinsnewswire
@tweetz789
@splatoonch
@lucas_wyrsch
@flashbloglive
@thedextazlab
@76ercule
@ahmadnormaulana
@the_lady_red
@fishfetish5

Top Tweeters in G3:
@sectest9
@hrblock_21
@chidambara09
@cybersec_feeds
@femtech_
@iartg
@evankirstel
@xaelbot
@codedailybot
@codernotesbot

Top Tweeters in G4:
@ndtv
@aha1r
@reuters
@timesofindia
@cnbsnana
@aajtak
@ani
@nytimes
@hollymostdope
@washingtonpost

Top Tweeters in G5:
@el_universal_mx
@milenio
@dailymirror
@notimxm
@le_figaro
@business
@guardian
@el_pais
@lacronicadehoy
@edgardogarciasa

Top Tweeters in G6:
@amazonhelp
@independent
@cnbctv18live
@indiatoday
@businessinsider
@etnowlive
@telegraph
@news18india
@the_hindu
@time

Top Tweeters in G7:
@livemint
@tvmohandaspai
@forbes_india
@taxguru_in
@gauri_budhiraja
@sairee
@sumanma67044762
@kiranshaw
@arunkjhaies
@caclubindia

Top Tweeters in G8:
@janesepmeier
@honnenogod
@purrmonsta
@sukifrench
@whocastillo
@ljl_geek
@cunat_n
@paulandrosa1
@minamaya13
@mlb

Top Tweeters in G9:
@dondekojo
@fact
@remmzor_ybnl
@olurops
@aubreyojoshu
@yay_tunes
@viqforlan
@uncle_fruckus
@_auxano
@henshawkate

Top Tweeters in G10:
@cnbc
@miguelicarlos
@news3lv
@ktnv
@statesman
@lasvegassun
@cvpayne
@trirunt
@jhowiejr
@ac360


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