forbes, Twitter, 9/15/2019 11:17:46 PM, 209842


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forbes_2019-09-15_15-37-22.xlsx
forbes_2019-09-15_15-37-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2019
Short Description:
forbes via NodeXL http://bit.ly/2ZZo654
@forbes
@theeconomist
@forbes_mexico
@icjosereyes
@forbes_es
@chalecosamarill
@gauravcsawant
@hodl_iota
@ira76749839
@bestartart

Top hashtags:
#bts
#ai
#bombazo
#artificialintelligence
#monsta_x
#machinelearning
#monbebe

Description:
Description
The graph represents a network of 6,270 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 Sunday, 15 September 2019 at 22:39 UTC.

The requested start date was Sunday, 15 September 2019 at 22:37 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 4-day, 1-hour, 40-minute period from Wednesday, 11 September 2019 at 05:56 UTC to Sunday, 15 September 2019 at 07:37 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 : 6270
Unique Edges : 7218
Edges With Duplicates : 2558
Total Edges : 9776
Self-Loops : 1624
Reciprocated Vertex Pair Ratio : 0.00822543792840823
Reciprocated Edge Ratio : 0.0163166641486629
Connected Components : 1256
Single-Vertex Connected Components : 699
Maximum Vertices in a Connected Component : 2718
Maximum Edges in a Connected Component : 5697
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.054867
Graph Density : 0.000168393983406871
Modularity : 0.687269
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[310] https://www.forbes.com/sites/hughmcintyre/2019/09/09/btss-mic-drop-hits-100-weeks-on-the-world-digital-song-sales-chart/#a70ce5951863
[66] https://www.forbes.com/sites/jillgriffin/2018/04/27/to-have-a-great-career-be-a-risk-taker/?utm_source=TWITTER&utm_medium=social&utm_term=Malorie/
[27] https://twinybots.ch/
[19] https://www.forbes.com/sites/panosmourdoukoutas/2019/09/12/india-is-changing-the-game-for-china-and-pakistan-in-kashmir/
[18] https://www.forbes.com/sites/jamesconca/2019/09/12/its-really-ok-if-japan-dumps-radioactive-fukushima-water-into-the-ocean/?utm_source=TWITTER&utm_medium=social&utm_term=Dottie%2F#49fd7fbdb298
[18] https://www.forbes.com/sites/allenelizabeth/2019/09/11/two-new-electric-eel-species-discovered-produce-record-breaking-shocks/?utm_source=TWITTER&utm_medium=social&utm_content=2633264147&utm_campaign=sprinklrForbesMainTwitter#236dd2fb1e05
[18] https://www.forbes.com/sites/luisakroll/2019/04/08/in-defense-of-kylie-jenner-are-any-of-the-worlds-billionaires-entirely-selfmade/?utm_source=twitter_video&utm_medium=social&utm_campaign=forbes
[18] https://www.forbes.com/sites/rrapier/2019/09/14/a-recipe-for-100-oil/
[17] https://www.forbes.com/sites/investor/2019/09/12/u-k-stock-market-increasingly-indicating-brexit-is-dead/amp/?fbclid=IwAR08Bem7VH12vxHMZW0cQZbFE1AvIzWsLw-II6_LUhqNfo-kFi97aAHvhQ0&__twitter_impression=true
[15] https://www.forbes.com/sites/jeanbaptiste/2019/09/12/huawei-ceo-reportedly-offers-to-license-5g-technology-stack-to-american-companies-in-peace-offer-to-trump/

Top URLs in Tweet in G1:
[64] https://www.forbes.com/sites/jillgriffin/2018/04/27/to-have-a-great-career-be-a-risk-taker/?utm_source=TWITTER&utm_medium=social&utm_term=Malorie/
[18] https://www.forbes.com/sites/allenelizabeth/2019/09/11/two-new-electric-eel-species-discovered-produce-record-breaking-shocks/?utm_source=TWITTER&utm_medium=social&utm_content=2633264147&utm_campaign=sprinklrForbesMainTwitter#236dd2fb1e05
[18] https://www.forbes.com/sites/luisakroll/2019/04/08/in-defense-of-kylie-jenner-are-any-of-the-worlds-billionaires-entirely-selfmade/?utm_source=twitter_video&utm_medium=social&utm_campaign=forbes
[12] https://www.forbes.com/sites/gradsoflife/2019/08/22/talent-rewire-community-members-are-changing-the-world/?utm_source=TWITTER&utm_medium=social&utm_content=2632302577&utm_campaign=sprinklrForbesMainTwitter
[11] https://www.forbes.com/sites/carolinebeaton/2016/06/29/what-no-one-told-me-about-following-my-passion/?utm_source=TWITTER&utm_medium=social&utm_term=Malorie/
[10] https://www.forbes.com/sites/ceciliarodriguez/2019/09/09/wildlife-photographer-of-the-year-10-stunning-shortlisted-images/?utm_source=TWITTER&utm_medium=social&utm_term=Valerie/
[10] https://www.forbes.com/sites/andriacheng/2019/09/12/as-traditional-supermarkets-continue-to-lose-share-kroger-is-fighting-to-stay-relevant/?utm_source=TWITTER&utm_medium=social&utm_content=2637772326&utm_campaign=sprinklrForbesMainTwitter#7f9b880bdcb0
[9] https://www.forbes.com/sites/averyblank/2016/11/10/8-things-successful-people-do-to-look-confident-even-when-they-arent/?utm_source=TWITTER&utm_medium=social&utm_term=Malorie/
[9] https://www.forbes.com/sites/chucktannert/2019/09/13/tesla-vs-porsche-does-the-model-s-finally-have-a-competitor-in-the-luxurious-new-taycan/?utm_source=TWITTER&utm_medium=social&utm_content=2640486978&utm_campaign=sprinklrForbesMainTwitter#102acba9c494
[8] https://www.forbes.com/sites/brianfoley1/2019/09/11/new-business-jet-models--decoding-whats-next-from-cagey-manufacturers/?utm_source=TWITTER&utm_medium=social&utm_content=2631795787&utm_campaign=sprinklrForbesMainTwitter#346d9d174498

Top URLs in Tweet in G2:
[9] https://www.forbes.com/sites/udinachmany/2019/08/28/vmware-and-ibm-go-full-circle-to-dominate-the-cloud-native-ecosystem/#d4b4389f5e80
[8] https://www.forbes.com/sites/rrapier/2019/09/14/a-recipe-for-100-oil/
[7] https://www.forbes.com/sites/michaeldelcastillo/2019/09/14/trump-executive-order-banning-a-cryptocurrency-could-mutate-into-far-reaching-law/
[5] https://www.forbes.com/sites/brucelee/2019/09/15/bill-maher-asks-people-to-fat-shame-more-here-is-the-response/
[5] https://www.forbes.com/sites/janakirammsv/2019/09/03/how-vmware-leveraged-kubernetes-for-its-cloud-native-and-multi-cloud-strategy/#3c78fc3067c5
[4] https://www.forbes.com/lists/innovative-leaders/#6893d2ae26aa
[4] https://www.forbes.com/sites/joemckendrick/2019/09/14/artificial-intelligence-only-goes-so-far-in-todays-economy-says-mit-study/
[4] https://www.forbes.com.mx/una-pesima-luna-de-miel-llena-de-problemas/
[4] https://www.forbes.com/sites/advisor/2019/09/15/how-to-prepare-for-your-first-student-loan-repayment/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.dailymail.co.uk/femail/article-7449051/Forbes-releases-list-100-innovative-leaders-ONE-woman.html

Top URLs in Tweet in G3:
[11] https://www.forbes.com.mx/amlo-pierde-apoyo-en-su-historico-bastion-la-cdmx-segun-encuesta-de-el-financiero/amp/?__twitter_impression=true
[7] https://www.forbes.com/sites/nathanielparishflannery/2019/09/02/mexicos-new-president-cant-transform-his-country-through-words-alone/
[3] https://www.forbes.com.mx/amlo-pierde-apoyo-en-su-historico-bastion-la-cdmx-segun-encuesta-de-el-financiero/
[2] http://bit.ly/308naHo
[2] https://www.forbes.com.mx/la-feria-de-hannover-hace-escala-en-leon-guanajuato/
[2] https://www.forbes.com.mx/acusan-a-amlo-de-presionar-a-jueces-que-analizan-amparos-en-contra-de-santa-lucia/
[2] https://www.forbes.com.mx/forbes-life/michael-buble-regresa-a-mexico-con-nuevo-show-en-2020/
[2] https://www.forbes.com.mx/juez-concede-suspension-definitiva-contra-santa-lucia/
[1] http://bit.ly/30hwd9m
[1] https://www.forbes.com.mx/gobierno-va-por-cobro-de-impuestos-a-plataformas-como-uber-o-netflix/

Top URLs in Tweet in G4:
[310] https://www.forbes.com/sites/hughmcintyre/2019/09/09/btss-mic-drop-hits-100-weeks-on-the-world-digital-song-sales-chart/#a70ce5951863
[2] https://www.forbes.com/sites/hughmcintyre/2019/07/02/bts-map-of-the-soul-persona-is-the-third-k-pop-album-in-us-history-to-do-this/#2d74bd5d6909

Top URLs in Tweet in G5:
[6] https://www.forbes.com/sites/bernardmarr/2019/05/03/the-incredible-ways-artificial-intelligence-is-now-used-in-mental-health/#566c0b2ad02e
[6] https://www.forbes.com/sites/cognitiveworld/2019/09/04/how-iot-and-ai-can-enable-environmental-sustainability/?ss=ai-big-data#157af19c68df
[6] https://www.forbes.com/sites/danielnewman/2019/08/01/top-5-digital-transformation-trends-in-education-for-2020/#7cf909ee5739
[6] https://www.forbes.com/sites/nicholasfearn/2019/09/13/how-businesses-can-get-the-most-value-from-artificial-intelligence/?utm_content=100942298&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332#6106c9653655
[6] https://www.forbes.com/sites/cognitiveworld/2019/09/06/ai-for-executives/
[5] https://www.forbes.com/sites/louiscolumbus/2019/09/08/state-of-ai-and-machine-learning-in-2019/?ss=ai-big-data#5dd2015e1a8d
[5] https://www.forbes.com/sites/peterbendorsamuel/2019/09/10/artificial-intelligence-why-its-essential-for-digital-platforms/
[4] https://www.forbes.com/sites/billybambrough/2019/09/10/bitcoin-blow-as-coinbase-and-ripple-crash-out-of-us-startup-top-10/?utm_source=TWITTER&utm_medium=social&utm_content=2639163185&utm_campaign=sprinklrForbesCrypto#7d3c5d695295
[4] https://www.forbes.com/sites/nicholasfearn/2019/09/13/how-businesses-can-get-the-most-value-from-artificial-intelligence/#65afd2523655
[4] https://www.forbes.com/sites/bernardmarr/2019/09/13/artificial-intelligence-masters-the-game-of-poker--what-does-that-mean-for-humans/#3b1d49ee5f9e

Top URLs in Tweet in G6:
[5] https://twitter.com/ray_slowbeat/status/1172853726341550080?s=21
[5] https://www.forbes.com/sites/zakdoffman/2019/06/18/china-killing-prisoners-to-harvest-organs-for-transplant-tribunal-finds/
[4] https://www.forbes.com/sites/lisettevoytko/2019/09/12/former-fbi-deputy-mccabe-loses-appeal-to-avoid-criminal-charges/amp/
[4] https://www.forbes.com/sites/douggollan/2019/09/14/to-help-the-bahamas-after-hurricane-dorian-take-a-vacation-to-the-bahamas/#51a8423745a9
[3] https://byq6z.app.goo.gl/39rRo
[3] https://www.youtube.com/watch?v=AzOvAH8jhgo&feature=youtu.be

[2] https://www.financialexpress.com/world-news/over-130-wildfires-in-australia-spark-call-for-climate-emergency-action/1702706/
[2] https://www.youtube.com/watch?v=U-trVlTIB14&feature=youtu.be

[2] https://www.forbes.com/sites/janakirammsv/2019/09/09/microsoft-vision-ai-developer-kit-simplifies-building-vision-based-deep-learning-projects/#693b76d7284f
[2] https://www.forbes.com/sites/nicholasfearn/2019/09/09/nhs-users-prefer-talking-to-ai-virtual-assistants-instead-of-humans/#c0289b731438

Top URLs in Tweet in G7:
[1] https://www.forbes.com/sites/michaeldelcastillo/2019/09/14/trump-executive-order-banning-a-cryptocurrency-could-mutate-into-far-reaching-law/?utm_source=TWITTER&utm_medium=social&utm_term=Valerie/

Top URLs in Tweet in G8:
[1] https://www.forbes.com/sites/caitlinkelley/2019/09/14/youtube-excludes-paid-ad-views-from-24-hour-rankings-and-music-charts/#468b0ab13162
[1] https://www.forbes.com/sites/caitlinkelley/2019/09/14/youtube-excludes-paid-ad-views-from-24-hour-rankings-and-music-charts/amp/?__twitter_impression=true

Top URLs in Tweet in G9:
[2] https://www.forbes.com/sites/panosmourdoukoutas/2019/09/12/india-is-changing-the-game-for-china-and-pakistan-in-kashmir/
[1] https://www.forbes.com/sites/nicholasfearn/2019/08/27/how-oracle-is-using-cloud-tech-to-find-cancer-cures/#27d6aed33066
[1] https://www.forbes.com/sites/oracle/2019/08/21/how-oracle-moved-to-the-cloud-a-deep-dive/#31d11391c3f2

Top Domains
Top Domains in Tweet in Entire Graph:
[2564] forbes.com
[146] twitter.com
[73] com.mx
[50] linkedin.com
[46] bit.ly
[27] twinybots.ch
[21] youtube.com
[21] forbes.es
[21] forbes.fr
[20] dy.si

Top Domains in Tweet in G1:
[684] forbes.com
[17] twitter.com
[8] dy.si
[6] bit.ly
[5] besteveryou.com
[3] instagram.com
[3] google.com
[2] iot.ng
[2] linkedin.com
[2] forbes.fr

Top Domains in Tweet in G2:
[527] forbes.com
[43] linkedin.com
[39] twitter.com
[14] com.mx
[11] forbes.fr
[10] forbesjapan.com
[10] iammarketingmedia.com
[8] forbes.ru
[8] dlvr.it
[6] forbesindia.com

Top Domains in Tweet in G3:
[32] com.mx
[20] bit.ly
[7] forbes.com
[1] twitter.com

Top Domains in Tweet in G4:
[312] forbes.com

Top Domains in Tweet in G5:
[172] forbes.com
[16] twitter.com
[4] hukum.blog
[3] apple.news
[3] ampproject.org
[1] bit.ly
[1] buff.ly
[1] ow.ly
[1] twinybots.ch
[1] tweetedtimes.com

Top Domains in Tweet in G6:
[22] forbes.com
[11] twitter.com
[6] youtube.com
[3] goo.gl
[3] bit.ly
[2] financialexpress.com
[1] bloom.bg
[1] detik.com
[1] taskque.com
[1] hostnoc.com

Top Domains in Tweet in G7:
[1] forbes.com

Top Domains in Tweet in G8:
[2] forbes.com

Top Domains in Tweet in G9:
[4] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[314] bts
[232] ai
[168] bombazo
[158] artificialintelligence
[101] monsta_x
[90] machinelearning
[65] monbebe
[64] bigdata
[62] iot
[52] datascience



Top Hashtags in Tweet in G1:
[32] ai
[29] rt
[27] paid
[11] retail
[10] hr
[8] hcm
[8] smarterhr
[8] leadership
[8] artificialintelligence
[7] blockchain

Top Hashtags in Tweet in G2:
[16] marketing
[16] cloud
[14] ai
[14] vmware
[12] business
[12] news
[10] artificialintelligence
[10] topinfluence
[8] tech
[8] blockchain

Top Hashtags in Tweet in G3:
[31] opinión
[6] delasemana
[3] dondeestamibandera
[2] forbeswomen
[2] redforbes
[2] últimahora
[2] sedena
[2] mexico
[2] lopezfarsante
[2] nadaquecelebrar

Top Hashtags in Tweet in G4:
[312] bts

Top Hashtags in Tweet in G5:
[90] ai
[65] artificialintelligence
[46] machinelearning
[26] fintech
[26] bigdata
[24] cybersecurity
[24] iot
[20] deeplearning
[20] datascience
[16] ml

Top Hashtags in Tweet in G6:
[9] ai
[5] joshuawongnotcarrielam
[5] electionnotselection
[5] onepersononevote
[4] artificialintelligence
[2] indiawantscrypto
[2] nhs
[2] business
[2] mistakes
[2] technology

Top Hashtags in Tweet in G7:
[168] bombazo

Top Hashtags in Tweet in G8:
[99] monsta_x
[64] monbebe

Top Hashtags in Tweet in G9:
[9] cloud
[7] cures
[2] apps
[1] technology
[1] future
[1] cancer
[1] oow19

Top Words
Top Words in Tweet in Entire Graph:
[2875] Words in Sentiment List#1: Positive
[1988] Words in Sentiment List#2: Negative
[35] Words in Sentiment List#3: Angry/Violent
[106126] Non-categorized Words
[110989] Total Words
[1925] forbes
[742] s
[500] 100
[420] world
[409] digital

Top Words in Tweet in G1:
[871] forbes
[86] s
[66] new
[47] 100
[44] list
[42] more
[35] one
[33] top
[33] world
[33] people

Top Words in Tweet in G2:
[215] forbes
[86] s
[57] new
[50] more
[41] t
[30] here
[28] business
[27] one
[26] 2
[24] up

Top Words in Tweet in G3:
[237] forbes_mexico
[111] jueces
[110] amlo
[110] presionar
[80] lopezobrador_
[74] fuerzas
[74] armadas
[72] límites
[72] nuestras
[71] taracena80

Top Words in Tweet in G4:
[312] 기사
[312] s
[310] bighitent
[310] #bts
[310] mic
[310] drop
[310] hits
[310] 100
[310] weeks
[310] world

Top Words in Tweet in G5:
[91] forbes
[90] #ai
[65] #artificialintelligence
[47] intelligence
[46] #machinelearning
[40] artificial
[35] more
[28] forbescrypto
[27] read
[26] #fintech

Top Words in Tweet in G6:
[44] forbes
[11] google
[11] bahamas
[10] business
[10] blubdha
[9] ltgrusselhonore
[9] #ai
[8] youtube
[8] businessinsider
[8] msnbc

Top Words in Tweet in G7:
[171] sale
[171] luz
[171] lista
[171] negra
[171] pedófila
[171] epstein
[171] implicados
[171] tráfico
[171] sexual
[171] menores

Top Words in Tweet in G8:
[163] important
[163] next
[163] comeback
[100] views
[100] first
[99] note
[99] #monsta_x
[99] youtube
[99] ads
[99] counted

Top Words in Tweet in G9:
[116] china
[100] pakistan
[100] india
[84] pmoindia
[83] gauravcsawant
[83] interesting
[83] 's
[83] aggressive
[83] stance
[83] j

Top Words in Tweet in G10:
[198] day
[132] one
[108] forbes
[84] skrrr
[66] tell
[66] story
[66] kiernan
[66] done
[66] very
[66] met

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[314] mic,drop
[312] s,mic
[312] drop,hits
[312] hits,100
[312] 100,weeks
[312] weeks,world
[312] world,digital
[312] digital,song
[312] song,sales
[312] sales,chart

Top Word Pairs in Tweet in G1:
[29] #rt,forbes
[22] self,made
[20] artificial,intelligence
[19] new,electric
[19] produce,record
[19] record,breaking
[19] breaking,shocks
[19] forbes,world's
[18] researches,discovered
[18] discovered,2

Top Word Pairs in Tweet in G2:
[23] t,co
[22] https,t
[22] artificial,intelligence
[15] saudi,arabia
[14] forbes,japan
[14] #cloud,native
[11] attacks,saudi
[11] arabia,recipe
[10] recipe,100
[10] 100,oil

Top Word Pairs in Tweet in G3:
[109] presionar,jueces
[74] fuerzas,armadas
[71] autoritarismo,lopezobrador_
[71] lopezobrador_,límites
[71] límites,utilizar
[71] utilizar,nuestras
[71] nuestras,fuerzas
[71] armadas,presionar
[70] taracena80,autoritarismo
[70] jueces,ta

Top Word Pairs in Tweet in G4:
[310] bighitent,기사
[310] 기사,#bts
[310] #bts,s
[310] s,mic
[310] mic,drop
[310] drop,hits
[310] hits,100
[310] 100,weeks
[310] weeks,world
[310] world,digital

Top Word Pairs in Tweet in G5:
[40] artificial,intelligence
[24] #artificialintelligence,#ai
[21] more,here
[21] read,more
[20] forbes,read
[13] ways,#artificialintelligence
[12] intelligence,essential
[12] #li,iainljbrown
[12] here,#artificialintelligence
[12] #ai,#datascience

Top Word Pairs in Tweet in G6:
[9] ltgrusselhonore,forbes
[6] blubdha,ltgrusselhonore
[5] joshuawongcf,https
[5] https,t
[5] t,co
[5] co,iodx0ila1u
[5] iodx0ila1u,#joshuawongnotcarrielam
[5] #joshuawongnotcarrielam,#electionnotselection
[5] #electionnotselection,#onepersononevote
[4] bodhhisattv,joshuawongcf

Top Word Pairs in Tweet in G7:
[171] sale,luz
[171] luz,lista
[171] lista,negra
[171] negra,pedófila
[171] pedófila,epstein
[171] epstein,implicados
[171] implicados,tráfico
[171] tráfico,sexual
[171] sexual,menores
[171] menores,bill

Top Word Pairs in Tweet in G8:
[99] important,note
[99] note,next
[99] next,#monsta_x
[99] #monsta_x,comeback
[99] comeback,youtube
[99] youtube,ads
[99] ads,counted
[99] counted,views
[99] views,until
[99] until,first

Top Word Pairs in Tweet in G9:
[100] china,pakistan
[83] interesting,pmoindia
[83] pmoindia,'s
[83] 's,aggressive
[83] aggressive,stance
[83] stance,j
[83] j,k
[83] k,wider
[83] wider,ramifications
[83] ramifications,china

Top Word Pairs in Tweet in G10:
[132] one,day
[66] day,tell
[66] tell,story
[66] story,kiernan
[66] kiernan,forbes
[66] forbes,done
[66] done,very
[66] very,day
[66] day,met
[66] met,one

Top Replied-To
Top Replied-To in Entire Graph:
@forbes_mexico
@forbes
@jill_ellenm
@usnehal
@rkyte365
@valeriejarrett
@edmon_forbes
@scleroplex
@amanda_forbes
@forbestech

Top Replied-To in G1:
@forbes
@rkyte365
@valeriejarrett
@brett_mcmurphy
@jeremiahrappel
@nchousespeaker
@scottmendelson
@repdavidrlewis
@natalieparletta
@hrcurator

Top Replied-To in G3:
@forbes_mexico
@densho
@moreliafollow
@brendaniela1
@enigva
@adnlost
@perra_fifi
@vangelsinger
@aguirreparpan
@aretegriego

Top Replied-To in G5:
@forbescrypto
@saddler_777
@apple
@muchbitcoin
@crypto101pod
@forbes
@xrpcenter
@ronald_vanloon
@nevillegaunt
@realcolinmac

Top Replied-To in G6:
@blubdha
@ccgunnells
@usnews
@rimmergram
@inc
@robes1
@thehill
@sethabramson
@malala
@joshuawongcf

Top Replied-To in G9:
@thecuriouskashi

Top Mentioned
Top Mentioned in Entire Graph:
@forbes
@bighitent
@forbes_mexico
@chalecosamarill
@kihyunsnena
@underexpose
@pmoindia
@gauravcsawant
@lopezobrador_
@pauledawson

Top Mentioned in G1:
@forbes
@gradsoflife
@rkyte365
@jeff__benjamin
@uipath
@cloud100
@lauramandaro
@lukaskinigadner
@hrcurator
@mcpben

Top Mentioned in G2:
@ajbcsurveys
@englista
@cyberanimax
@pbloggingsecret
@jeanrossignol
@brandontpe
@togovern
@innovatorunit
@smallstargazer

Top Mentioned in G3:
@forbes_mexico
@lopezobrador_
@taracena80
@andromaco64
@citizenkane2015
@forbeslifelatam
@jorgesuarezv
@forbesli
@rfsantillan
@gianmeda

Top Mentioned in G4:
@bighitent

Top Mentioned in G5:
@forbes
@forbescrypto
@spirosmargaris
@bernardmarr
@ipfconline1
@haroldsinnott
@ronald_vanloon
@mikequindazzi
@mvollmer1
@paula_piccard

Top Mentioned in G6:
@forbes
@ltgrusselhonore
@youtube
@google
@business
@businessinsider
@harvardbiz
@msnbc
@blubdha
@entrepreneur

Top Mentioned in G7:
@chalecosamarill
@mismaroja
@forbes

Top Mentioned in G8:
@kihyunsnena
@nickimickeyb

Top Mentioned in G9:
@pmoindia
@gauravcsawant
@sanjay_dixit
@oracle
@oraclecloud
@forbes
@pauledawson

Top Mentioned in G10:
@itsyangachief
@koketso_marokhu

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@arkangelscrap
@lasillarota
@sectest9
@resilient_ent
@javascriptd
@loveidols
@pandoraskids
@british_airways
@ranaalikash

Top Tweeters in G1:
@resilient_ent
@jude_mugabi
@mroopchand143
@abosife2010
@jetblue
@c50cub96
@freelabelnet
@marconavarrolor
@markburgerenerg
@aharemboysaga

Top Tweeters in G2:
@pandoraskids
@ranaalikash
@studio26radio
@storiesflowcom
@lucas_wyrsch
@andysugs
@clubcritica
@rayann2320
@ramikantari
@mobea

Top Tweeters in G3:
@lasillarota
@pedrocantue
@doc_eva
@laurazapatam
@migu_e210
@yo_u_s
@forbes_mexico
@gustavovela71
@rmnpo
@gerryboy10

Top Tweeters in G4:
@whatkimchi
@minjung07181
@merigguk_twt
@popigirl10
@ycastanedas
@xcarolfaithx
@nicolevtae
@kumam0ans
@shabihaharmybts
@americamarlen

Top Tweeters in G5:
@arkangelscrap
@rvp
@evanderburg
@calcaware
@santchiweb
@marshacollier
@akwyz
@gvalan
@bar_zie
@drumeshprabhu

Top Tweeters in G6:
@thehill
@businessinsider
@huffpost
@dailymirror
@timesofindia
@business
@reuters
@dcexaminer
@foxnews
@jeffbullas

Top Tweeters in G7:
@wittgenstein_jm
@riverolavictor
@mismaroja
@unhernanmas
@saralidiaester
@chavistaganador
@jeannettevill15
@alezetab
@iangulochacon
@inmafarran

Top Tweeters in G8:
@loveidols
@stnpz
@2amongsfrippies
@suluhers
@softbebes
@shownu_mx
@amizyankristina
@simplyyeri
@jihyuckil
@winter_minhyuk

Top Tweeters in G9:
@madanabhat
@akshaychandorka
@avinash_mailme
@senag23
@kainpradeep
@actindia
@bittu_pal1981
@fight4urindia
@birdhouse_the
@sen_sindh

Top Tweeters in G10:
@yobobito
@___kweenin
@darkskinnedmarv
@neilwefk
@mthiya_sa
@siraworldwide
@sekzin_sa
@gomolemo_17
@kvngkamo_
@mbaliyethus