forbes, Twitter, 12/22/2020 10:38:50 PM, 243947


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forbes_2020-12-22_13-42-26.xlsx
forbes_2020-12-22_13-42-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 22, 2020
Short Description:
forbes via NodeXL https://bit.ly/34DodUT
@forbes
@chriscuomo
@jypetwice
@realdonaldtrump
@joebiden
@forbes_mexico
@joeclark947
@cnn
@alejand46447180
@curvygirlee

Top hashtags:
#artificialintelligence
#ai
#covid19
#cybersecurity
#machinelearning
#forbes
#ccp

Description:
Description
The graph represents a network of 9,413 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, 22 December 2020 at 21:55 UTC.

The requested start date was Tuesday, 22 December 2020 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, 1-hour, 31-minute period from Saturday, 19 December 2020 at 07:04 UTC to Monday, 21 December 2020 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 : 9413
Unique Edges : 6791
Edges With Duplicates : 11512
Total Edges : 18303
Number of Edge Types : 5
Retweet : 4736
MentionsInRetweet : 6602
Replies to : 1114
Mentions : 3750
Tweet : 2101
Self-Loops : 2157
Reciprocated Vertex Pair Ratio : 0.00832365466511808
Reciprocated Edge Ratio : 0.016509886734498
Connected Components : 1749
Single-Vertex Connected Components : 902
Maximum Vertices in a Connected Component : 4657
Maximum Edges in a Connected Component : 10912
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.090699
Graph Density : 0.00011759107913304
Modularity : 0.573855
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,413 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, 22 December 2020 at 21:55 UTC.

The requested start date was Tuesday, 22 December 2020 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, 1-hour, 31-minute period from Saturday, 19 December 2020 at 07:04 UTC to Monday, 21 December 2020 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:
[606] https://www.forbes.com/sites/nicholasreimann/2020/12/19/trump-reportedly-asked-advisors-about-deploying-military-to-overturn-election/
[394] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/?sh=2029995555d8
[71] https://trib.al/It6H49D
[66] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[55] https://twinybots.ch/
[53] https://www.dw.com/es/ocho-millones-de-personas-han-ca%C3%ADdo-en-la-pobreza-en-estados-unidos-por-la-pandemia/a-55289998
[53] https://www.forbes.com/sites/jonathanponciano/2020/08/26/worlds-richest-billionaire-jeff-bezos-first-200-billion/?sh=7c719fe4db7b
[53] https://www.theguardian.com/technology/2020/jul/21/jeff-bezos-the-worlds-richest-man-added-10bn-to-his-fortune-in-just-one-day
[50] https://www.forbes.com/sites/roberthart/2020/10/20/researchers-warn-some-covid-19-vaccines-could-increase-risk-of-hiv-infection/
[45] https://news.yahoo.co.jp/articles/285a83ec3233f7cdf541ca941ba61904046c437b

Top URLs in Tweet in G1:
[160] https://www.forbes.com/sites/nicholasreimann/2020/12/19/trump-reportedly-asked-advisors-about-deploying-military-to-overturn-election/
[52] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[33] https://www.forbes.com/sites/chasewithorn/2020/12/16/the-worlds-billionaires-have-gotten-19-trillion-richer-in-2020/?sh=713995887386&utm_source=TWITTER&utm_medium=social&utm_content=4336336663&utm_campaign=sprinklrForbesMainTwitter
[17] https://www.forbes.com/advisor/investing/kevin-oleary-interview-mr-wonderful/?utm_source=TWITTER&utm_medium=social&utm_content=4336339818&utm_campaign=sprinklrForbesMainTwitter
[13] https://www.forbes.com/sites/monicahaider/2020/12/17/world-class-ballerina-misty-copeland-and-times-up-ceo-tina-tchen-discuss-equity-and-breaking-barriers/?sh=425b88eb5217&utm_source=TWITTER&utm_medium=social&utm_content=4336382366&utm_campaign=sprinklrForbesMainTwitter
[13] https://www.forbes.com/sites/tommywilliams1/2020/12/18/meet-30-black-owned-businesses-you-can-support-in-2021/
[12] https://www.forbes.com/sites/tarunwadhwa/2020/12/16/cios-must-build-more-inclusive-tech-cultures/?sh=291680e49d6f&utm_source=TWITTER&utm_medium=social&utm_content=4336348387&utm_campaign=sprinklrForbesMainTwitter
[11] https://www.forbes.com/sites/karlaalindahao/2020/12/14/easy-cocktail-recipes-mezcal-cocktails-2020/?sh=426ef41d3094&utm_source=TWITTER&utm_medium=social&utm_content=4335558262&utm_campaign=sprinklrForbesMainTwitter
[10] https://www.forbes.com/sites/davidnikel/2020/12/14/wealthy-norwegians-are-moving-to-this-remote-tax-haven/?sh=42e8b4fe1e94&utm_source=TWITTER&utm_medium=social&utm_content=4335486967&utm_campaign=sprinklrForbesMainTwitter
[9] https://www.forbes.com/advisor/retirement/cares-act-retirement-benefits/?utm_source=TWITTER&utm_medium=social&utm_content=4336339409&utm_campaign=sprinklrForbesMainTwitter

Top URLs in Tweet in G2:
[42] https://tweetedtimes.com/media/forbes/all?s=tnp
[27] https://www.forbes.com/sites/nicholasreimann/2020/12/19/trump-reportedly-asked-advisors-about-deploying-military-to-overturn-election/
[25] https://www.forbes.com/sites/brendarichardson/2020/12/19/national-fair-housing-alliance-issues-a-policy-roadmap-for-the-biden-administration/?utm_source=dlvr.it&utm_medium=twitter
[24] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/
[24] https://www.forbes.com.mx/noticias-vuelo-londres-aterriza-cdmx-cepa-covid-reino-unido/
[19] https://www.forbes.com/sites/shamahyder/2020/12/20/how-gorilla-logic-became-the-go-to-software-development-partner-during-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.forbes.com/sites/jasonbrett/2020/12/18/us-government-voids-public-comments-on-newly-proposed-crypto-wallet-rule/
[9] https://www.forbes.com/sites/roberthart/2020/10/20/researchers-warn-some-covid-19-vaccines-could-increase-risk-of-hiv-infection/
[8] https://news.yahoo.co.jp/articles/78d159862e0301ffc1e7e4213cd4dddf31398a4f
[8] https://www.forbes.com/sites/augustinefou/2020/09/18/digital-marketing-is-like-baseball-mostly-the-catching-part/

Top URLs in Tweet in G3:
[394] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/?sh=2029995555d8
[14] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[2] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/
[1] https://www.forbes.com/sites/jeffbenjamin/2020/12/18/twices-cry-for-me-combines-pop--k-pop-hitmakers-listen/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie

Top URLs in Tweet in G4:
[369] https://www.forbes.com/sites/nicholasreimann/2020/12/19/trump-reportedly-asked-advisors-about-deploying-military-to-overturn-election/
[9] https://www.cnn.com/2020/12/16/us/michigan-walter-forbes-released-from-prison/index.html
[1] https://twitter.com/Forbes/status/1340484202614169604

Top URLs in Tweet in G5:
[34] https://twinybots.ch/
[14] https://www.forbes.com/sites/tomtaulli/2020/08/14/quantum-computing-what-does-it-mean-for-ai-artificial-intelligence/?sh=601ce84a3b4c
[9] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2020/12/18/ai-and-its-potential-for-cybersecurity/?sh=3369dd8569d9
[9] https://www.forbes.com/sites/alanohnsman/2020/07/03/ai-50-americas-most-promising-artificial-intelligence-companies/
[9] https://www.forbes.com/sites/tomtaulli/2019/09/07/ai-artificial-intelligence-words-you-need-to-know/
[8] https://www.forbes.com/sites/augustinefou/2020/09/18/digital-marketing-is-like-baseball-mostly-the-catching-part/
[7] https://www.forbes.com/sites/jodywestby/2020/12/20/russia-has-carried-out-20-years-of-cyber-attacks-that-call-for-international-response/
[7] https://www.forbes.com/sites/forbesbusinesscouncil/2020/12/10/a-road-map-for-artificial-intelligence-in-sales-and-marketing/?sh=ef887d13ee2e
[7] https://www.forbes.com/sites/robtoews/2020/12/13/8-leading-women-in-the-field-of-ai/?sh=77b759dc5c97
[6] https://www.forbes.com/sites/tomtaulli/2020/12/12/artificial-intelligence-ai-whats-in-store-for-2021/?sh=289870f95a3c

Top URLs in Tweet in G6:
[66] https://trib.al/It6H49D
[25] https://trib.al/JxFjqNM
[8] https://trib.al/mdA0D6U
[4] https://trib.al/Ad0oGgT
[4] https://trib.al/E9UTWwW
[2] https://www.forbes.com/sites/roberthart/2020/10/20/researchers-warn-some-covid-19-vaccines-could-increase-risk-of-hiv-infection/?sh=489e85113740
[2] https://hex.com/
[2] https://www.forbes.com/sites/rachelsandler/2020/12/18/maskless-santa-exposed-families-to-covid-19-at-south-carolina-event-for-children-with-special-needs/?utm_campaign=forbes&utm_source=facebook&utm_medium=social&utm_term=Gordie&fbclid=IwAR0SOLZ3YM68St99N0nohCU0rgP_rF46bnKzpEPzMzqcaJw2tYmHGRV89tk&sh=3335d27c5fce
[2] https://www.forbes.com/sites/andrewsolender/2020/07/28/non-partisan-watchdog-accuses-trump-campaign-of-laundering-170-million/?sh=17f450f86128
[1] https://indianexpress.com/article/opinion/columns/malnutrition-children-india-hunger-p-chidambaram-7111653/

Top URLs in Tweet in G7:
[15] https://www.forbes.com.mx/negocios-amazon-genero-casi-211000-toneladas-de-basura-plastica-en-2019/
[5] https://www.forbes.com.mx/noticias-vuelo-londres-aterriza-cdmx-cepa-covid-reino-unido/
[5] https://www.forbes.com.mx/mundo-reunion-ue-lunes-nueva-cepa-covid-19/
[4] https://www.forbes.com.mx/forbes-life/entretenimiento-peliculas-crudas-disponibles-netflix/
[3] https://www.forbes.com.mx/mundo-trabajador-eu-sufre-reaccion-alergica-vacuna-pfizer/
[3] https://www.forbes.com.mx/deportes-canelo-smith-pelea/
[3] https://www.forbes.com.mx/internacional-colombia-salvador-prohiben-vuelos-reino-unido/
[2] https://www.forbes.com.mx/mundo-argentina-chile-fronteras-reino-unido-nueva-cepa-covid/
[2] https://www.forbes.com.mx/actualidad-cubrebocas-efectivos-coronavirus/
[2] https://www.forbes.com.mx/negocios-canelo-alvarez-unico-mexicano-entre-atletas-mejor-pagados-2020/

Top URLs in Tweet in G8:
[10] https://www.forbes.com/sites/nicholasreimann/2020/12/19/trump-reportedly-asked-advisors-about-deploying-military-to-overturn-election/
[7] https://www.forbes.com/sites/jemimamcevoy/2020/12/20/mitt-romney-slams-trump-for-downplaying-hack-president-has-a-blind-spot-when-it-comes-to-russia?__twitter_impression=true&utm_campaign=forbes&utm_medium=social&utm_source=twitter&utm_term=Valerie
[7] https://www.forbes.com/sites/joewalsh/2020/12/17/white-house-advisor-peter-navarro-releases-dubious-voter-fraud-report/
[5] https://www.forbes.com/sites/sarahhansen/2020/10/15/mcconnell-wont-support-18-trillion-white-house-stimulus-bill-even-if-pelosi-and-trump-make-a-deal/
[4] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[4] https://www.forbes.com/sites/stuartanderson/2020/12/01/trump-takes-credit-for-vaccine-created-by-others-including-immigrants/
[3] https://www.forbes.com/sites/danalexander/2020/10/23/forbes-estimates-china-paid-trump-at-least-54-million-since-he-took-office-via-mysterious-trump-tower-lease/?sh=7eac59e2ed11
[3] https://www.forbes.com/sites/nicholasreimann/2020/12/19/trump-reportedly-asked-advisors-about-deploying-military-to-overturn-election?__twitter_impression=true
[2] https://www.forbes.com/sites/carlieporterfield/2020/12/17/trump-signs-bill-for-womens-suffrage-monument-in-washington-dc/?sh=796442ea1f66
[2] https://www.forbes.com/sites/williampesek/2020/12/19/china-has-a-15-trillion-problem-with-economic-reality/

Top URLs in Tweet in G9:
[53] https://www.dw.com/es/ocho-millones-de-personas-han-ca%C3%ADdo-en-la-pobreza-en-estados-unidos-por-la-pandemia/a-55289998
[53] https://www.forbes.com/sites/jonathanponciano/2020/08/26/worlds-richest-billionaire-jeff-bezos-first-200-billion/?sh=7c719fe4db7b
[53] https://www.theguardian.com/technology/2020/jul/21/jeff-bezos-the-worlds-richest-man-added-10bn-to-his-fortune-in-just-one-day

Top URLs in Tweet in G10:
[4] https://www.forbes.com/sites/nicholasreimann/2020/12/19/trump-reportedly-asked-advisors-about-deploying-military-to-overturn-election/?sh=32b0a802ce2b
[3] https://www.forbes.com/sites/danalexander/2020/10/23/forbes-estimates-china-paid-trump-at-least-54-million-since-he-took-office-via-mysterious-trump-tower-lease/
[3] https://www.forbes.com/sites/andrewsolender/2020/12/19/trump-reportedly-proposed-sidney-powell-as-special-counsel-to-probe-baseless-fraud-claims/?sh=657369053239
[3] https://www.forbes.com/sites/danalexander/2017/06/06/how-donald-trump-shifted-kids-cancer-charity-money-into-his-business/?sh=79a8793b6b4a
[3] https://www.forbes.com/sites/realspin/2013/03/12/epa-nominee-gina-mccarthy-has-a-history-of-misleading-congress/
[2] https://www.forbes.com/sites/timreuter/2018/05/24/why-socialists-are-despised-as-explained-by-george-orwell/
[1] https://www.forbes.com/sites/energyinnovation/2019/03/26/the-coal-cost-crossover-74-of-us-coal-plants-now-more-expensive-than-new-renewables-86-by-2025/?sh=46dda3a622d9
[1] https://www.forbes.com/sites/joewalsh/2020/12/17/white-house-advisor-peter-navarro-releases-dubious-voter-fraud-report/
[1] https://www.forbes.com/sites/jenniferbarrett/2020/12/18/unemployed-more-relief-may-be-coming-soon-in-a-new-stimulus-package/
[1] https://www.forbes.com/sites/alisondurkee/2020/12/20/trump-campaign-takes-pennsylvania-election-challenge-to-supreme-court/

Top Domains
Top Domains in Tweet in Entire Graph:
[3923] forbes.com
[159] com.mx
[158] twitter.com
[118] trib.al
[86] co.jp
[63] theguardian.com
[55] twinybots.ch
[54] tweetedtimes.com
[54] dw.com
[48] forbes.ru

Top Domains in Tweet in G1:
[738] forbes.com
[11] dy.si
[6] twitter.com
[5] t.co
[5] bit.ly
[3] twinybots.ch
[3] eventbrite.com
[2] buff.ly
[2] com.mx
[2] co.uk

Top Domains in Tweet in G2:
[631] forbes.com
[54] twitter.com
[53] tweetedtimes.com
[42] com.mx
[25] co.jp
[22] linkedin.com
[9] forbes.ru
[9] forbesjapan.com
[9] ampproject.org
[8] otcmarkets.com

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

Top Domains in Tweet in G4:
[369] forbes.com
[9] cnn.com
[1] twitter.com

Top Domains in Tweet in G5:
[294] forbes.com
[34] twinybots.ch
[4] dy.si
[4] twitter.com
[3] c3.ai
[2] scoop.it
[2] ow.ly
[2] linkedin.com
[1] buff.ly
[1] j.mp

Top Domains in Tweet in G6:
[107] trib.al
[15] forbes.com
[5] twitter.com
[2] hostnoc.com
[2] hex.com
[1] indianexpress.com
[1] gma.abc
[1] nytimes.com
[1] nbcnews.com
[1] niceguysonbusiness.com

Top Domains in Tweet in G7:
[75] com.mx
[11] bit.ly
[2] forbes.com
[1] t.co
[1] twitter.com

Top Domains in Tweet in G8:
[83] forbes.com
[2] djtrumplibrary.com
[2] youtube.com
[1] trib.al
[1] townandcountrymag.com
[1] businessinsider.com
[1] yahoo.com

Top Domains in Tweet in G9:
[53] dw.com
[53] forbes.com
[53] theguardian.com

Top Domains in Tweet in G10:
[35] forbes.com
[1] com.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[167] artificialintelligence
[165] ai
[97] covid19
[96] cybersecurity
[74] machinelearning
[72] forbes
[63] ccp
[62] marketing
[50] bigdata
[49] startup



Top Hashtags in Tweet in G1:
[31] ai
[31] covid19
[24] artificialintelligence
[17] futureofwork
[16] machinelearning
[12] datascience
[9] entrepreneur
[8] hr
[7] bigdata
[7] venturecapital

Top Hashtags in Tweet in G2:
[25] forbes
[19] business
[18] yahooニュース
[15] cnn
[14] nytimes
[14] reuters
[14] marketwatch
[14] bet
[14] foxnews
[14] latimes

Top Hashtags in Tweet in G3:
[4] twice
[4] 트와이스
[3] cryforme
[2] トゥワイス
[2] tcj_others

Top Hashtags in Tweet in G5:
[113] artificialintelligence
[104] ai
[77] cybersecurity
[40] bigdata
[34] digital
[34] machinelearning
[31] digitaltransformation
[31] analytics
[27] marketing
[26] googleads

Top Hashtags in Tweet in G6:
[2] stocks
[2] stockmarket
[1] rgbotaris
[1] daily
[1] inspired
[1] getmotivated
[1] stockstobuy
[1] invest
[1] bitcoin
[1] india

Top Hashtags in Tweet in G7:
[19] delasemana
[4] últimahora
[2] 100mexicanosmáscreativos
[2] forbesmx
[2] morena
[2] oaxaca
[1] quédateencasa
[1] redforbes
[1] covid19
[1] mejorimposible

Top Hashtags in Tweet in G8:
[5] covid
[3] 31days
[3] trump
[3] helitech
[2] china
[2] maga
[2] walterforbes
[1] jamescarville
[1] debt
[1] xijinping

Top Hashtags in Tweet in G10:
[2] dumpkanye
[2] votebluetoendthisnightmare
[2] defundkanye
[2] fiftyonefifty
[1] onlyreparationsmatter
[1] ados
[1] lineagewealthgap
[1] fixhr40

Top Words
Top Words in Tweet in Entire Graph:
[3081] forbes
[889] pop
[822] twice
[707] 2020
[551] one
[454] major
[431] close
[421] cry
[419] listen
[416] combines

Top Words in Tweet in G1:
[1075] forbes
[200] rwpusa
[181] trump
[163] election
[160] military
[155] treason
[153] overturn
[152] reportedly
[151] asked
[151] advisors

Top Words in Tweet in G2:
[299] forbes
[95] covid
[94] more
[84] 19
[76] 2020
[73] see
[73] top
[54] story
[48] pop
[45] japan

Top Words in Tweet in G3:
[790] twice
[784] pop
[412] forbes
[396] jypetwice
[395] cry
[392] close
[392] major
[392] 2020
[392] combines
[392] hitmakers

Top Words in Tweet in G4:
[369] sad
[369] commentary
[369] one
[369] surprised
[368] chriscuomo
[9] walter
[9] forbes
[9] freed
[9] prison
[9] michigan

Top Words in Tweet in G5:
[113] #artificialintelligence
[104] #ai
[94] ai
[92] forbes
[83] intelligence
[79] artificial
[77] #cybersecurity
[40] #bigdata
[35] 2021
[34] #digital

Top Words in Tweet in G6:
[109] cnn
[109] 40
[109] years
[107] imprisoned
[107] nearly
[107] michigan
[107] man
[107] freed
[107] witness
[107] recanted

Top Words in Tweet in G7:
[229] forbes_mexico
[64] países
[57] europa
[56] provenientes
[51] nueva
[41] cepa
[36] álvarez
[34] americanos
[34] entrada
[34] viajeros

Top Words in Tweet in G8:
[144] realdonaldtrump
[68] president
[66] leaders
[65] week
[65] signed
[65] legislation
[65] authorizing
[65] federal
[65] monument
[65] paying

Top Words in Tweet in G9:
[159] billones
[106] millones
[98] total
[53] usa
[53] caen
[53] pobreza
[53] 55
[53] jeff
[53] bezos
[53] amazon

Top Words in Tweet in G10:
[24] joebiden
[16] million
[11] government
[11] kanye
[11] trump
[10] black
[10] realdonaldtrump
[10] west
[9] forbes
[9] made

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[416] twice,close
[416] close,major
[416] major,2020
[416] 2020,cry
[416] cry,combines
[416] combines,pop
[416] pop,pop
[416] pop,hitmakers
[416] hitmakers,listen
[394] forbes,twice

Top Word Pairs in Tweet in G1:
[153] military,overturn
[152] trump,reportedly
[152] overturn,election
[151] reportedly,asked
[151] asked,advisors
[151] advisors,deploying
[151] deploying,military
[151] election,forbes
[139] treason,trump
[137] rwpusa,treason

Top Word Pairs in Tweet in G2:
[84] covid,19
[54] see,more
[50] top,story
[44] forbes,japan
[29] national,fair
[29] fair,housing
[29] housing,alliance
[29] alliance,issues
[29] issues,policy
[29] policy,roadmap

Top Word Pairs in Tweet in G3:
[394] forbes,twice
[392] twice,forbes
[392] twice,close
[392] close,major
[392] major,2020
[392] 2020,cry
[392] cry,combines
[392] combines,pop
[392] pop,pop
[392] pop,hitmakers

Top Word Pairs in Tweet in G4:
[369] sad,commentary
[369] commentary,one
[369] one,surprised
[368] chriscuomo,sad
[9] walter,forbes
[9] forbes,freed
[9] freed,prison
[9] prison,michigan
[9] michigan,witness
[9] witness,admis

Top Word Pairs in Tweet in G5:
[79] artificial,intelligence
[33] ai,artificial
[26] #analytics,#googleads
[26] #googleads,#facebookads
[24] mean,ai
[24] intelligence,#artificialintelligence
[17] ai,potential
[16] forbes,#ai
[16] machine,learning
[15] using,ai

Top Word Pairs in Tweet in G6:
[107] imprisoned,nearly
[107] nearly,40
[107] 40,years
[107] years,michigan
[107] michigan,man
[107] man,freed
[107] freed,witness
[107] witness,recanted
[107] recanted,story
[102] cnn,imprisoned

Top Word Pairs in Tweet in G7:
[38] nueva,cepa
[32] países,americanos
[32] americanos,unen
[32] unen,europa
[32] europa,restringir
[32] restringir,entrada
[32] entrada,viajeros
[32] viajeros,provenientes
[32] provenientes,territorio
[32] forbes_mexico,países

Top Word Pairs in Tweet in G8:
[65] week,president
[65] president,realdonaldtrump
[65] realdonaldtrump,signed
[65] signed,legislation
[65] legislation,authorizing
[65] authorizing,federal
[65] federal,monument
[65] monument,paying
[65] paying,tribute
[65] tribute,leaders

Top Word Pairs in Tweet in G9:
[53] millones,usa
[53] usa,caen
[53] caen,pobreza
[53] pobreza,total
[53] total,55
[53] 55,millones
[53] millones,jeff
[53] jeff,bezos
[53] bezos,amazon
[53] amazon,aumentó

Top Word Pairs in Tweet in G10:
[10] kanye,west
[8] west,made
[8] made,170
[8] 170,million
[8] million,year
[8] year,took
[8] took,million
[8] million,ppp
[8] ppp,loan
[8] loan,federal

Top Replied-To
Top Replied-To in Entire Graph:
@forbes
@nick_forbes
@rwpusa
@forbes_mexico
@realdonaldtrump
@realkhivequeenb
@paultassi
@lewa_forbes
@richest_forbes
@adibhidayat

Top Replied-To in G1:
@forbes
@rwpusa
@realkhivequeenb
@paultassi
@francisjeffrey7
@leostrauss3rd
@ckuck
@ipepegas
@thenuzzy
@wernertrego

Top Replied-To in G5:
@gerald_bader
@ianljones98
@jeetendrsehdev
@alanohnsman

Top Replied-To in G6:
@wired
@cnn
@kylegriffin1
@forbes
@bizwrld
@amazon
@usps
@halftimereport
@nytimes
@ketter_a

Top Replied-To in G7:
@forbes_mexico
@lopezobrador_
@talgary
@hlgatell
@cacahua88146386
@melbindiaz
@patriagrande11
@en_sentido
@aguilasca1
@mariefiesco

Top Replied-To in G8:
@realdonaldtrump
@llinwood
@hollyjayewiley
@johnsnorton1
@gatewaypundit
@bumpybrainsmart
@mpmihalina
@kagtradcath
@caslernoel
@starryder10

Top Replied-To in G9:
@gustavoviloriar
@robertomtico
@isrobinson_
@ciber_agente
@roberto692000
@elquinrolandoc
@candelerociego
@jorgerpsuv
@villegaspoljak
@nelsontrangel

Top Replied-To in G10:
@beefmcqueen
@blkamericanmade
@londonjvne
@joebiden
@karlene_forbes
@proudsocialist
@ninjaaamajo
@n_isaking
@projectlincoln
@deebrown1774

Top Mentioned
Top Mentioned in Entire Graph:
@forbes
@jypetwice
@chriscuomo
@forbes_mexico
@rwpusa
@realdonaldtrump
@dxxr_suga
@cnn
@agnezmo
@kristenclarkejd

Top Mentioned in G1:
@forbes
@rwpusa
@zackjones963
@forbeslife
@realkhivequeenb
@ruben_arce_s
@scottmendelson
@may_wise
@wikileaks
@tommyasc91

Top Mentioned in G2:
@forbes_th
@positivesels
@3dprinting_mag
@mari_mih_ka
@2x45info
@sociopathblog
@mpetroules
@oggyogubone
@allentien

Top Mentioned in G3:
@jypetwice
@forbes
@jeff__benjamin
@oncetwicebrasil
@twicechartjpn
@ryantedder

Top Mentioned in G4:
@chriscuomo
@kstreet111
@amyriscool

Top Mentioned in G5:
@forbes
@ronald_vanloon
@spirosmargaris
@ipfconline1
@tamaramccleary
@bendor_samuel
@fabriziobustama
@bernardmarr
@cybersecboardrm
@psb_dc

Top Mentioned in G6:
@cnn
@forbes
@wsj
@nytimes
@business
@businessinsider
@cnbc
@amazon
@bestbuy
@msnbc

Top Mentioned in G7:
@forbes_mexico
@forbeslifelatam
@canelo
@lopezobrador_
@nayibbukele
@forbes
@hlgatell
@dariomonero
@m_ebrard
@reuterslatam

Top Mentioned in G8:
@realdonaldtrump
@whitehouse
@forbes
@gop
@thedemocrats
@caslernoel
@gatewaypundit
@up4yes
@mpmihalina
@tracybeanz

Top Mentioned in G9:
@nicolasmaduro
@maria666relling
@dcabellor
@mippcivzla
@mariamparoa
@amelia74698445
@lucenavilma
@vilma_meche
@yasmi70
@mercedeslouzaod

Top Mentioned in G10:
@joebiden
@realdonaldtrump
@robertjdenault
@proudsocialist
@icecube
@geraldorivera
@magicmarguerite
@sandydarity
@breakingbrown
@tonetalks

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@rojname_com
@sectest9
@easy_branches
@kompascom
@robinsnewswire
@conelmazodando
@jcc_news
@tinamarie_80s
@chidambara09

Top Tweeters in G1:
@charlesfrize
@susanneleist
@rachel_mcrea
@xaelbot
@parnnyparnparnz
@tudortweep
@therezafontoura
@ami_tvdfan
@codegnuts
@gedespi

Top Tweeters in G2:
@la_patilla
@rojname_com
@robinsnewswire
@jcc_news
@4pawshop
@511pastatewide
@notifalcon
@gatesdigital
@lucas_wyrsch
@mapocoloco

Top Tweeters in G3:
@solaceinbangtan
@humihuru
@sonesonces18
@_pcppy
@egg151020
@uttwice
@scylines
@salapaochalala
@seokjinniesuwu
@chittautami

Top Tweeters in G4:
@tinamarie_80s
@washumom
@lehimesa
@onahunttoday
@damontbethea
@awelab1956
@kstreet111
@dovewoman1
@sallyagale
@deansherrys

Top Tweeters in G5:
@sectest9
@chidambara09
@cybersec_feeds
@femtech_
@billnigh
@santchiweb
@cybersecurityn8
@ssxman2
@agedchild003
@thr

Top Tweeters in G6:
@seekingalpha
@sandyalz
@businessinsider
@unlewis
@business
@reuters
@walmart
@foxnews
@nytimes
@dunnclan

Top Tweeters in G7:
@alejandrinacar4
@fishtrenado
@antoniochairesc
@marlenemorita14
@quadratinoaxaca
@forbes_mexico
@joselop17273090
@reuterslatam
@patto_carrillo
@dianadi58

Top Tweeters in G8:
@anzers
@nypost
@lance_bivens
@theoaw
@roodgridance
@jochinews
@a_imbriani
@joyannreid
@jessiejaneduff
@kenny_sowellfan

Top Tweeters in G9:
@conelmazodando
@diariotalcual
@amelia74698445
@yasmi70
@gustavoviloriar
@leilachujfi
@patriotacombate
@candelerociego
@cariodita
@revistasemana

Top Tweeters in G10:
@amorgaia
@roxzysofoxy
@realmattcouch
@princss6
@davidmweissman
@davwim
@sandydarity
@ericmmatheny
@deseretnews
@bronsays


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