warren buffett, Twitter, 12/6/2019 9:31:04 AM, 218242


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warren buffett_2019-12-05_20-28-30.xlsx
warren buffett_2019-12-05_20-28-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
warren buffett via NodeXL http://bit.ly/33VjF9k
@coco14391
@tradingproverbs
@inc
@cnbcmakeit
@businessinsider
@trengriffin
@jaycapitalinc
@cnbc
@focusedcompound
@business

Top hashtags:
#dinero
#warrenbuffett
#quote
#investing
#leadership
#success
#buffett

Description:
Description
The graph represents a network of 4,719 Twitter users whose tweets in the requested range contained "warren buffett", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 04:29 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 14-hour, 38-minute period from Monday, 02 December 2019 at 07:23 UTC to Thursday, 05 December 2019 at 22:02 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 : 4719
Unique Edges : 4819
Edges With Duplicates : 1103
Total Edges : 5922
Number of Edge Types : 3
Tweet : 1776
Mentions : 3932
Replies to : 214
Self-Loops : 1776
Reciprocated Vertex Pair Ratio : 0.0077909022367429
Reciprocated Edge Ratio : 0.0154613466334165
Connected Components : 1221
Single-Vertex Connected Components : 772
Maximum Vertices in a Connected Component : 1186
Maximum Edges in a Connected Component : 1701
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.910862
Graph Density : 0.000180109432874472
Modularity : 0.729682
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,719 Twitter users whose tweets in the requested range contained "warren buffett", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 04:29 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 14-hour, 38-minute period from Monday, 02 December 2019 at 07:23 UTC to Thursday, 05 December 2019 at 22:02 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 : warren buffett
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:
[361] https://grandesmedios.com/clave-exito-warren-buffett/
[131] https://www.inc.com/wanda-thibodeaux/this-is-investment-warren-buffett-says-every-college-graduate-should-make.html?cid=sf01001
[56] https://trib.al/ywH5yVP
[37] https://www.youtube.com/watch?v=EZ1kAnX640k

[28] https://www.cnbc.com/2019/12/02/full-list-warren-buffett-annual-sharehold-letters-book-recommendations.html
[23] https://www.visualcapitalist.com/the-25-best-warren-buffett-quotes-in-one-infographic/
[23] https://trib.al/6lUz2GD
[20] https://www.tanveernaseer.com/warren-buffett-on-how-to-achieve-your-goals
[18] https://www.bloomberg.com/tosv2.html?vid=&uuid=cd2a8530-16e1-11ea-a3ae-315dcf337403&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMi0wNC9nb29nbGUtZm91bmRlcnMtZ2l2ZS11cC1vbi1iZWluZy10aGUtd2FycmVuLWJ1ZmZldHQtb2YtdGVjaA==
[17] https://www.businessinsider.com/google-founders-modeled-alphabet-warren-buffett-berkshire-hathaway-2019-12

Top URLs in Tweet in G1:
[238] https://grandesmedios.com/clave-exito-warren-buffett/
[20] https://www.cnbc.com/2019/12/02/full-list-warren-buffett-annual-sharehold-letters-book-recommendations.html
[8] https://markets.businessinsider.com/news/stocks/warren-buffett-switched-cherry-coke-pepsi-neighbor-don-keough-2019-11-1028727422
[7] https://markets.businessinsider.com/news/stocks/google-founders-modeled-alphabet-warren-buffett-berkshire-hathaway-2019-12-1028737463
[6] https://www.ccn.com/dow-futures-warren-buffett-overpriced-stock-market/
[6] https://markets.businessinsider.com/news/stocks/warren-buffett-confirmed-5-billion-failed-bid-tech-data-wsj-2019-12-1028729632
[6] http://www.purerating.com/buffett/?lang=en&le=940
[6] https://www.bloomberg.com/tosv2.html?vid=&uuid=cd2a8530-16e1-11ea-a3ae-315dcf337403&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMi0wNC9nb29nbGUtZm91bmRlcnMtZ2l2ZS11cC1vbi1iZWluZy10aGUtd2FycmVuLWJ1ZmZldHQtb2YtdGVjaA==
[6] https://tonernews.com/forums/topic/6-billion-apollo-outbids-warren-buffett-for-tech-data/
[6] https://stock-choice.com/stock-warren-buffett-method

Top URLs in Tweet in G3:
[56] https://trib.al/ywH5yVP
[15] https://www.businessinsider.com/google-founders-modeled-alphabet-warren-buffett-berkshire-hathaway-2019-12
[13] https://www.businessinsider.com/warren-buffett-switched-cherry-coke-pepsi-neighbor-don-keough-2019-11?r=US&IR=T
[9] http://on.inc.com/2qfWX91?cid=sf01001&sr_share=twitter
[8] https://trib.al/qe6fNdu
[6] https://www.businessinsider.com/warren-buffett-confirmed-5-billion-failed-bid-tech-data-wsj-2019-12
[6] https://www.businessinsider.com/warren-buffetts-top-stock-holdings-portfolio-berkshire-largest-apple-buys-2019-12
[6] https://trib.al/hkFsLJI
[5] https://trib.al/GTpYXo6
[4] https://trib.al/fWR9e3W

Top URLs in Tweet in G4:
[6] http://valuefocusedinvesting.com/2019/11/30/warren-buffett-and-the-power-of-focus/
[5] https://www.valuewalk.com/2019/12/buffett-income-and-downside-protection/
[4] http://valuefocusedinvesting.com/2019/11/30/ten-awesome-quotes-from-warren-buffett/
[2] https://amzn.to/2OUIDkI
[2] https://www.forbes.com/sites/sergeiklebnikov/2019/12/02/what-the-failure-of-warren-buffetts-latest-deal-says-about-the-stock-market/#1bed3910354f
[2] http://alphaideas.in/2014/12/03/warren-buffett-ebitda/
[2] https://ca.finance.yahoo.com/news/google-founders-being-warren-buffett-030304485.html?soc_src=social-sh&soc_trk=tw
[1] https://fs.blog/2016/08/the-inner-scorecard/
[1] https://www.amazon.com/Buffett-American-Capitalist-Roger-Lowenstein/dp/0812979273/ref=as_li_ss_tl?crid=11XCSH0PE4U9Y&keywords=buffett+lowenstein&qid=1575132860&sprefix=buffett+lowen,aps,202&sr=8-1&linkCode=sl1&tag=glwebbiz-20&linkId=e1a2aec3db790a48f9f7e5d159542703
[1] https://www.amazon.com/Buffett-American-Capitalist-Roger-Lowenstein/dp/0812979273/ref=as_li_ss_tl?crid=12A1D5S263W23&keywords=buffett+lowenstein&qid=1575398104&sprefix=buffett+lowe,aps,204&sr=8-1&linkCode=sl1&tag=glwebbiz-20&linkId=3c99a25007ae109f84c7e52492a3075b

Top URLs in Tweet in G5:
[125] https://www.inc.com/wanda-thibodeaux/this-is-investment-warren-buffett-says-every-college-graduate-should-make.html?cid=sf01001
[2] http://on.inc.com/2qfWX91?cid=sf01001&sr_share=twitter
[2] https://www.inc.com/marcel-schwantes/warren-buffett-says-3-decisions-in-life-separate-high-achievers-from-mere-dreamers.html
[2] https://www.inc.com/wanda-thibodeaux/this-is-investment-warren-buffett-says-every-college-graduate-should-make.html
[2] https://www.inc.com/marcel-schwantes/warren-buffett-told-a-teenager-his-secret-to-success-15-years-ago-its-still-best-advice-youll-hear-today.html
[1] https://www.inc.com/marcel-schwantes/warren-buffett-told-a-teenager-his-secret-to-success-15-years-ago-its-still-best-advice-youll-hear-today.html?cid=sf01001
[1] https://www.inc.com/marcel-schwantes/warren-buffett-says-communication-skills-are-1-thing-that-separate-successful-people-from-everyone-else-here-are-6-ways-to-master-it.html?cid=sf01001
[1] https://www.inc.com/wanda-thibodeaux/warren-buffett-reads-200-pages-a-day-heres-how-to-adapt-that.html
[1] https://www.businessinsider.com/google-founders-modeled-alphabet-warren-buffett-berkshire-hathaway-2019-12
[1] https://twitter.com/businessinsider/status/1195673872076378112/video/1

Top URLs in Tweet in G6:
[1] https://twitter.com/awealthofcs/status/1202622766022905857
[1] https://trib.al/7jBufKs
[1] https://trib.al/qe6fNdu
[1] https://trib.al/BpGznJ1

Top URLs in Tweet in G7:
[1] https://www.cnbc.com/2017/02/27/warren-buffett-global-warming-not-impacting-berkshires-insurance-biz.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G8:
[3] http://www.a-healthy-body.com/

Top URLs in Tweet in G9:
[35] https://www.youtube.com/watch?v=EZ1kAnX640k

[2] https://www.businessinsider.es/5-acciones-favoritas-warren-buffett-pensando-futuro-538503?utm_source=Twitter&utm_medium=referral&utm_campaign=Botones_sociales
[2] https://www.youtube.com/watch?v=uOcdhDxqxCU

[1] https://www.visualcapitalist.com/the-25-best-warren-buffett-quotes-in-one-infographic/
[1] https://www.businessinsider.es/5-acciones-favoritas-warren-buffett-pensando-futuro-538503?utm_term=Autofeed&utm_campaign=BI&utm_medium=Social&utm_source=Twitter#Echobox=1575495115
[1] https://trib.al/hkFsLJI
[1] https://www.inc.com/wanda-thibodeaux/this-is-investment-warren-buffett-says-every-college-graduate-should-make.html?cid=sf01001

Top URLs in Tweet in G10:
[4] https://www.afr.com/companies/media-and-marketing/why-warren-buffett-switched-from-pepsi-to-coke-after-nearly-50-years-20191202-p53fwg?&utm_source=twitter&utm_medium=social&utm_campaign=nc&eid=socialn:twi-14omn0055-optim-nnn:nonpaid-27/06/2014-social_traffic-all-organicpost-nnn-afr-o&campaign_code=nocode&promote_channel=social_twitter
[4] https://www.businessinsider.com/warren-buffett-cybersecurity-berkshire-hathaway-meeting-2017-5?r=US&IR=T
[3] http://www.40billion.com/post/16655
[3] http://www.40billion.com/post/17648
[3] https://www.barrons.com/articles/warren-buffetts-berkshire-hathaway-flaws-exposed-by-failed-buyout-for-tech-data-51575305940
[2] http://www.40billion.com/post/17741
[2] http://www.40billion.com/post/17642
[2] http://www.40billion.com/post/17819
[2] http://www.40billion.com/post/17816
[2] http://www.40billion.com/post/15887

Top Domains
Top Domains in Tweet in Entire Graph:
[361] grandesmedios.com
[196] inc.com
[186] trib.al
[131] businessinsider.com
[96] cnbc.com
[92] youtube.com
[52] twitter.com
[39] linkedin.com
[33] bloomberg.com
[29] tanveernaseer.com

Top Domains in Tweet in G1:
[238] grandesmedios.com
[63] businessinsider.com
[51] cnbc.com
[27] twitter.com
[26] linkedin.com
[24] inc.com
[20] youtube.com
[13] forbes.com
[13] trib.al
[12] bloomberg.com

Top Domains in Tweet in G3:
[96] trib.al
[45] businessinsider.com
[12] inc.com
[5] cnbc.com
[5] infotechnology.com

Top Domains in Tweet in G4:
[10] valuefocusedinvesting.com
[5] valuewalk.com
[4] cnbc.com
[3] alphaideas.in
[2] amazon.com
[2] amzn.to
[2] twitter.com
[2] forbes.com
[2] yahoo.com
[1] fs.blog

Top Domains in Tweet in G5:
[137] inc.com
[1] businessinsider.com
[1] twitter.com
[1] forbes.com
[1] socialware.com

Top Domains in Tweet in G6:
[3] trib.al
[1] twitter.com

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

Top Domains in Tweet in G8:
[3] a-healthy-body.com

Top Domains in Tweet in G9:
[37] youtube.com
[3] businessinsider.es
[1] visualcapitalist.com
[1] trib.al
[1] inc.com

Top Domains in Tweet in G10:
[22] 40billion.com
[6] businessinsider.com
[4] cnbc.com
[4] afr.com
[3] trib.al
[3] barrons.com
[2] inc.com
[2] investopedia.com
[1] fool.com
[1] wstnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[174] dinero
[54] warrenbuffett
[50] quote
[40] investing
[24] leadership
[18] success
[18] buffett
[18] quoteoftheday
[17] money
[16] finance



Top Hashtags in Tweet in G1:
[115] dinero
[25] investing
[21] warrenbuffett
[19] quote
[10] stocks
[10] buffett
[9] quoteoftheday
[7] warrenbuffet
[6] trading
[6] 株

Top Hashtags in Tweet in G4:
[9] investing
[9] finance
[9] business
[9] success
[6] leadership
[3] winning
[3] money
[3] quotes
[3] buffett
[3] warrenbuffett

Top Hashtags in Tweet in G5:
[2] warrenbuffett
[1] selfgrowth
[1] personalimprovement
[1] motivationalquotes
[1] motivation
[1] advice
[1] success

Top Hashtags in Tweet in G8:
[2] quote
[1] books
[1] book
[1] bookquote
[1] bookquotes
[1] love
[1] motivation
[1] life

Top Hashtags in Tweet in G9:
[3] etfs
[3] clamancountdown
[3] warrenbuffett
[3] berkshirehathaway
[2] commodities

Top Hashtags in Tweet in G10:
[4] marketing
[4] leadership
[4] cybersecurity
[4] cyberattacks
[2] berkshirehathaway
[2] dec2nd
[2] charliemunger
[1] stock
[1] institutional
[1] investors

Top Words
Top Words in Tweet in Entire Graph:
[2747] Words in Sentiment List#1: Positive
[1337] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[105002] Non-categorized Words
[109039] Total Words
[4210] warren
[4104] buffett
[821] minutes
[819] cnbc
[755] deficit

Top Words in Tweet in G1:
[1134] warren
[1086] buffett
[241] mundo
[240] ver
[239] éxito
[238] revés
[238] clave
[238] multimillonario
[146] gates
[141] bill

Top Words in Tweet in G2:
[708] warren
[708] buffett
[708] deficit
[707] end
[707] minutes
[707] told
[707] cnbc
[707] pass
[707] law
[707] anytime

Top Words in Tweet in G3:
[278] warren
[268] buffett
[111] here's
[108] 35
[93] cnbc
[92] businessinsider
[86] decade
[83] cnbcmakeit
[81] bill
[81] gates

Top Words in Tweet in G4:
[99] warren
[92] buffett
[88] trengriffin
[79] years
[74] annual
[63] price
[62] one
[61] 50
[60] painting
[60] goes

Top Words in Tweet in G5:
[135] inc
[125] integrity
[125] precious
[125] asset
[125] guard
[125] everything
[16] warren
[15] buffett
[8] marcelschwantes
[6] told

Top Words in Tweet in G6:
[91] warren
[91] buffett
[64] tradingproverbs
[46] living
[45] interested
[45] cars
[45] goal
[45] make
[45] people
[45] envious

Top Words in Tweet in G7:
[2] kctaz
[2] 1_tmf_
[2] warren
[2] buffett
[2] endt1diabetes
[2] pureunfoldment1
[2] bjames280961
[2] mattp1949
[2] cris_paunescu
[2] polanimalaus

Top Words in Tweet in G8:
[186] successful
[186] people
[92] very
[62] difference
[62] between
[45] 4uwell
[45] everythin
[33] warren
[33] buffett
[32] really

Top Words in Tweet in G9:
[64] warren
[64] buffett
[42] years
[40] 20
[40] chains
[40] habit
[40] light
[40] felt
[40] until
[40] heavy

Top Words in Tweet in G10:
[100] buffett
[95] warren
[70] warrenbuffett
[24] berkshire
[20] hathaway
[17] business
[16] one
[14] buy
[14] bagaimana
[14] strategi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3982] warren,buffett
[731] end,deficit
[720] pass,law
[719] buffett,end
[719] deficit,minutes
[719] law,anytime
[717] minutes,told
[717] told,cnbc
[717] cnbc,pass
[709] coco14391,warren

Top Word Pairs in Tweet in G1:
[1027] warren,buffett
[238] ver,mundo
[238] mundo,revés
[238] revés,clave
[238] clave,éxito
[238] éxito,multimillonario
[238] multimillonario,warren
[139] bill,gates
[123] pensar,diferente
[123] diferente,ver

Top Word Pairs in Tweet in G2:
[708] warren,buffett
[707] buffett,end
[707] end,deficit
[707] deficit,minutes
[707] minutes,told
[707] told,cnbc
[707] cnbc,pass
[707] pass,law
[707] law,anytime
[706] coco14391,warren

Top Word Pairs in Tweet in G3:
[264] warren,buffett
[81] bill,gates
[78] here's,full
[78] full,list
[78] list,book
[78] book,warren
[78] buffett,recommended
[78] recommended,decade
[68] businessinsider,warren
[58] cnbc,here's

Top Word Pairs in Tweet in G4:
[92] warren,buffett
[60] price,painting
[60] painting,goes
[60] goes,250
[60] 250,50
[60] 50,million
[60] million,one
[60] one,hundred
[60] hundred,years
[60] years,annual

Top Word Pairs in Tweet in G5:
[125] integrity,precious
[125] precious,asset
[125] asset,guard
[125] guard,everything
[123] inc,integrity
[15] warren,buffett
[6] buffett,told
[6] told,teenager
[6] teenager,secret
[6] secret,success

Top Word Pairs in Tweet in G6:
[91] warren,buffett
[45] interested,cars
[45] cars,goal
[45] goal,make
[45] make,people
[45] people,envious
[45] envious,don
[45] don,confuse
[45] confuse,cost
[45] cost,living

Top Word Pairs in Tweet in G7:
[2] warren,buffett
[2] endt1diabetes,pureunfoldment1
[2] pureunfoldment1,bjames280961
[2] bjames280961,mattp1949
[2] mattp1949,cris_paunescu
[2] cris_paunescu,polanimalaus
[2] polanimalaus,nikolovscience
[2] nikolovscience,dunvirkin
[2] dunvirkin,chuzbucket

Top Word Pairs in Tweet in G8:
[186] successful,people
[92] people,very
[92] very,successful
[62] difference,between
[62] between,successful
[45] 4uwell,difference
[45] people,everythin
[33] warren,buffett
[32] people,really
[32] really,successful

Top Word Pairs in Tweet in G9:
[64] warren,buffett
[40] 20,years
[40] chains,habit
[40] habit,light
[40] light,felt
[40] felt,until
[40] until,heavy
[40] heavy,broken
[39] broken,habits
[39] habits,20

Top Word Pairs in Tweet in G10:
[94] warren,buffett
[50] buffett,warrenbuffett
[20] berkshire,hathaway
[14] bagaimana,strategi
[14] strategi,investasi
[14] investasi,ceo
[14] ceo,berkshire
[14] hathaway,warren
[14] buffett,yang
[14] yang,menurut

Top Replied-To
Top Replied-To in Entire Graph:
@justinsuntron
@cnbctv18news
@joebiden
@cryptocharles__
@berniesanders
@leaguefits
@rationalwalk
@rbreich
@ockam_io
@margin4error

Top Replied-To in G3:
@businessinsider

Top Replied-To in G4:
@hirakchatterjee
@foulke_david

Top Replied-To in G7:
@rln_nelson
@endt1diabetes

Top Replied-To in G9:
@kylerhasson
@focusedcompound

Top Replied-To in G10:
@rationalwalk
@restohardware
@johnastoehr
@karbonbased
@hxrshit
@bridgiecasey

Top Mentioned
Top Mentioned in Entire Graph:
@coco14391
@inc
@businessinsider
@trengriffin
@cnbc
@cnbcmakeit
@ricamconsult
@warrenbuffett
@tradingproverbs
@business

Top Mentioned in G1:
@valuationmodels
@stevekrohn
@wartakotalive
@aftvitaliy
@_brand_all
@mohanbh24953397
@libbyliberalnyc
@obachchristian
@karthik287
@onlinedeals_in

Top Mentioned in G2:
@coco14391

Top Mentioned in G3:
@cnbc
@businessinsider
@cnbcmakeit
@jonerlichman
@gabriel_zucman
@inc
@tradingproverbs
@infotechnology
@factcentric

Top Mentioned in G4:
@trengriffin
@ewfa_
@dinesh_sairam
@myvaluepicks
@arunstockguru
@worldchangeinv
@thebubblebubble
@valuewalk
@vj_rabindranath
@yahoofinanceca

Top Mentioned in G5:
@inc
@marcelschwantes
@wandathibodeaux
@businessinsider
@elakolis
@nashspacebroker

Top Mentioned in G6:
@tradingproverbs
@tradingcomposur
@sjosephburns
@cnbcmakeit
@trengriffin
@technology
@anandchokshi19

Top Mentioned in G7:
@kctaz
@1_tmf_
@pureunfoldment1
@bjames280961
@mattp1949
@cris_paunescu
@polanimalaus
@nikolovscience
@dunvirkin
@chuzbucket

Top Mentioned in G8:
@4uwell
@ilovequotebooks
@quotes1book
@unlockmindset
@ahealthybod

Top Mentioned in G9:
@focusedcompound
@vj_rabindranath
@jalalsali
@biespana
@charliemunger00
@tomlydon
@lizclaman
@foxbusiness
@svbolsa
@tradingproverbs

Top Mentioned in G10:
@warrenbuffett
@bisniscom
@jwilliamsfstmed
@canacofficial
@barronsonline
@financialreview
@itmobjobs
@businessinsider
@rationalwalk
@puppykhan

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@tecnovedosos
@grandesmedios
@clubeditorial
@lecturas24h
@repartodigital
@temaglobal
@difusion365
@lapublicacion
@marshawright

Top Tweeters in G1:
@clubeditorial
@lecturas24h
@repartodigital
@temaglobal
@difusion365
@apunteindicado
@infotextual
@agendaonline
@guardiadigital
@notaveraz

Top Tweeters in G2:
@sharneal
@uthornsrawk
@debrammason1
@babysgramma
@dianabialkowski
@tammywalt61
@saveaslave
@craybo23
@alicia45kag
@mboksr_maga

Top Tweeters in G3:
@abosife2010
@businessinsider
@cnbc
@jasminlucci
@sunjayjk
@juanadarco1
@chaecole_
@hizself_
@cronistacom
@anonymiss8

Top Tweeters in G4:
@dhruvbhim
@gambiste1
@ayirpelle
@ghosh121
@valuewalk
@alvarodebazan2
@brianlaungaoaeh
@chibillionaire_
@thebubblebubble
@jacobwolinsky

Top Tweeters in G5:
@lelkan
@inc
@melissaonline
@iamaniku
@patpalma27
@tujadili
@softwaregeek
@roshaundadgreen
@meetdux
@nashspacebroker

Top Tweeters in G6:
@sjosephburns
@peternbell
@j0eyv
@chicobicycling
@dineshdubey29
@mr_beccs
@tortura8china
@alrefaei__1
@lucia0625
@adamsarhan

Top Tweeters in G7:
@tokyo_tom
@reddragonfly19
@jenninemorgan
@stillwaters777
@boggywood
@_jchr5667_
@davidahoward
@dunvirkin
@gillesnfio
@friendsoscience

Top Tweeters in G8:
@the_evil_barbie
@23alzat
@subtlerose_xo
@iamthesupersj
@labeecee15
@damo_mcgregor
@betancortcarmen
@mediapython
@sergeiprokopiev
@jobiano

Top Tweeters in G9:
@foxbusiness
@arifmonline
@tomlydon
@etftrends
@xiscan1
@smjalageri
@gutznglory
@biespana
@weijgenberger
@lobeznox5

Top Tweeters in G10:
@sectest9
@bisniscom
@b1e56df9ce6549f
@40billioncom
@financialreview
@rileyagamble51
@owengmanosborn1
@sbarajasi1
@izzyjdavies1
@evelynjcooley11


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