berkshire hathaway, Twitter, 2/21/2020 12:37:39 PM, 221688


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berkshire hathaway_2020-02-21_02-37-58.xlsx
berkshire hathaway_2020-02-21_02-37-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2020
Short Description:
berkshire hathaway via NodeXL http://bit.ly/38O5MwW
@warrenbuffett
@business
@marcodacostafx
@cointelegraph
@xiscan1
@cnbc
@gambiste1
@cnbcnow
@threeof3
@bloqport

Top hashtags:
#realestate
#homesforsale
#nd
#tron
#trx
#btt
#wink
#stocks
#fargo
#berkshirehathaway

Description:
Description
The graph represents a network of 4,368 Twitter users whose tweets in the requested range contained "berkshire hathaway", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 10:39 UTC.

The requested start date was Friday, 21 February 2020 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 17-day, 21-hour, 48-minute period from Sunday, 02 February 2020 at 23:50 UTC to Thursday, 20 February 2020 at 21:38 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 : 4368
Unique Edges : 4317
Edges With Duplicates : 1648
Total Edges : 5965
Number of Edge Types : 4
Tweet : 2306
MentionsInRetweet : 2405
Replies to : 353
Mentions : 901
Self-Loops : 2306
Reciprocated Vertex Pair Ratio : 0.006966618287373
Reciprocated Edge Ratio : 0.0138368405880657
Connected Components : 1383
Single-Vertex Connected Components : 933
Maximum Vertices in a Connected Component : 1661
Maximum Edges in a Connected Component : 2464
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.665949
Graph Density : 0.000181860540802606
Modularity : 0.648017
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,368 Twitter users whose tweets in the requested range contained "berkshire hathaway", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 10:39 UTC.

The requested start date was Friday, 21 February 2020 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 17-day, 21-hour, 48-minute period from Sunday, 02 February 2020 at 23:50 UTC to Thursday, 20 February 2020 at 21:38 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 : berkshire hathaway
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:
[46] https://www.wsj.com/articles/owners-of-solar-company-that-swindled-berkshire-hathaway-admit-to-running-ponzi-scheme-11579907951
[34] https://www.barrons.com/articles/berkshire-hathaway-future-without-warren-buffett-51581727862
[26] https://www.bloomberg.com/news/articles/2020-02-12/munger-tells-his-newspaper-company-that-papers-are-finished?utm_medium=social&utm_campaign=socialflow-organic&utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business
[26] https://www.bloomberg.com/tosv2.html?vid=&uuid=dfc6b230-4de2-11ea-8b35-47882193b082&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMi0xMi9tdW5nZXItdGVsbHMtaGlzLW5ld3NwYXBlci1jb21wYW55LXRoYXQtcGFwZXJzLWFyZS1maW5pc2hlZA==
[22] https://www.cnbc.com/quotes/?symbol=BIIB
[20] https://www.foxbusiness.com/markets/buffett-buys-kroger-stock-for-first-time
[17] https://www.cnn.com/2020/02/12/investing/berkshire-hathaway-warren-buffett/index.html
[15] https://www.barrons.com/articles/huge-fund-berkshire-hathaway-stock-aurora-cannabis-ge-boeing-51581696821
[13] https://www.businessinsider.com/warren-buffett-stocks-bought-sold-2019-berkshire-hathaway-q4-portfolio-2020-2
[11] https://www.marketwatch.com/story/wretched-excess-means-theres-lots-of-troubles-coming-warns-berkshire-hathaways-charlie-munger-2020-02-12

Top URLs in Tweet in G1:
[14] https://www.foxbusiness.com/markets/buffett-buys-kroger-stock-for-first-time
[12] https://www.cnn.com/2020/02/12/investing/berkshire-hathaway-warren-buffett/index.html
[8] https://www.marketwatch.com/story/wretched-excess-means-theres-lots-of-troubles-coming-warns-berkshire-hathaways-charlie-munger-2020-02-12
[8] https://appleinsider.com/articles/20/02/17/berkshire-hathaway-offloaded-over-800m-in-apple-shares-in-q1-2020
[8] https://dashboard.stck.pro/news.php?ticker=BRK-A
[7] https://cointelegraph.com/news/tron-founder-justin-sun-finally-met-with-warren-buffett-for-charity-lunch
[7] http://www.metroaa.com/
[7] https://www.marketwatch.com/story/wretched-excess-means-theres-lots-of-troubles-coming-warns-berkshire-hathaways-charlie-munger-2020-02-12?mod=mw_share_twitter
[7] https://www.barrons.com/articles/huge-fund-berkshire-hathaway-stock-aurora-cannabis-ge-boeing-51581696821
[7] https://mfogle.bhhstxrealty.com/

Top URLs in Tweet in G2:
[7] https://www.barrons.com/articles/warren-buffett-berkshire-hathaway-cuts-wells-fargo-stake-stock-51581720220
[3] https://www.cnn.com/2020/02/14/investing/berkshire-hathaway-warren-buffett-kroger/index.html
[3] https://www.coindesk.com/trons-justin-sun-finally-gets-4-5m-dinner-with-warren-buffett?utm_source=hootsuite&utm_medium=twitter&utm_term=Events&utm_content=Register&utm_campaign=FATF
[2] https://www.investors.com/research/ibd-stock-of-the-day/warren-buffett-rh-stock-buy-zone-berkshire-hathaway-bigger-stake/
[2] https://seekingalpha.com/news/3542381
[2] https://twitter.com/TRON_AR/status/1225524773939228678
[2] https://cointelegraph.com/news/tron-founder-justin-sun-finally-met-with-warren-buffett-for-charity-lunch
[2] https://cryptopost.net/tron-founder-justin-sun-finally-met-with-warren-buffett-for-charity-lunch/
[1] https://www.wallstreetitalia.com/warren-buffett-portafoglio/
[1] https://www.reuters.com/article/dailyjournal-munger/charlie-munger-says-newspaper-industry-is-dying-idUSL1N2AC0X8

Top URLs in Tweet in G3:
[8] https://www.rationalwalk.com/twenty-years-of-owning-berkshire-hathaway/
[5] https://seekingalpha.com/article/4325385-what-berkshire-hathaways-index-fund-purchases-mean-for-investors?source=feed_f&utm_campaign=twitter_automated&utm_content=article&utm_medium=social&utm_source=twitter_automated
[5] https://www.fool.com/investing/2020/02/15/warren-buffetts-berkshire-hathaway-dives-into-biot.aspx
[4] https://seekingalpha.com/article/4324653-tracking-warren-buffetts-berkshire-hathaway-portfolio-q4-2019-update?source=feed_f&utm_campaign=twitter_automated&utm_content=article&utm_medium=social&utm_source=twitter_automated
[4] https://realmoney.thestreet.com/investing/berkshire-hathaway-breaks-out-on-the-upside-from-a-consolidation-pattern-15232000
[3] http://blogs.rhsmith.umd.edu/davidkass/
[3] https://www.fool.com/investing/2020/02/19/warren-buffetts-berkshire-hathaway-unloads-37-mill.aspx
[3] https://www.linkedin.com/pulse/security-i-like-berkshire-hathaway-ramneek-kundra
[3] https://www.cnbc.com/2019/02/22/what-berkshire-hathaways-charlie-munger-learned-about-life-at-age-7.html?__source=sharebar|twitter&par=sharebar
[2] https://www.wsj.com/articles/warren-buffett-found-his-elephant-with-giant-stake-in-apple-11582194601

Top URLs in Tweet in G4:
[25] https://www.bloomberg.com/news/articles/2020-02-12/munger-tells-his-newspaper-company-that-papers-are-finished?utm_medium=social&utm_campaign=socialflow-organic&utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business
[11] https://www.businessinsider.com/warren-buffett-stocks-bought-sold-2019-berkshire-hathaway-q4-portfolio-2020-2
[5] https://www.businessinsider.com/warren-buffett-top-stock-holdings-2019-positions-berkshire-hathaway-largest-2020-2
[3] https://www.bloomberg.com/news/articles/2020-02-08/millercoors-claims-railways-made-billions-jacking-fuel-prices?utm_medium=social&utm_campaign=socialflow-organic&utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business
[2] https://www.businessinsider.com/warren-buffett-berkshire-hathaway-sells-newspapers-140-million-lee-enterprises-2020-1
[1] https://www.bloomberg.com/news/articles/2020-02-18/berkshire-wades-into-etf-market-with-two-newly-disclosed-bets?cmpid=socialflow-twitter-business&utm_source=twitter&utm_content=business&utm_campaign=socialflow-organic&utm_medium=social
[1] https://www.bloomberg.com/news/articles/2020-02-12/munger-says-wells-fargo-ceo-scharf-ought-to-be-in-san-francisco?utm_campaign=socialflow-organic&utm_content=business&utm_medium=social&cmpid=socialflow-twitter-business&utm_source=twitter
[1] https://www.bloomberg.com/news/articles/2020-02-12/munger-says-wells-fargo-ceo-scharf-ought-to-be-in-san-francisco?cmpid=socialflow-twitter-business&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=business&utm_medium=social
[1] https://www.bloomberg.com/news/articles/2020-02-14/buffett-s-berkshire-adds-stakes-in-biogen-kroger?utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business
[1] https://www.businessinsider.com/stock-picks-to-buy-the-next-berkshire-hathaway-matthew-dent-2020-2

Top URLs in Tweet in G5:
[20] https://www.cnbc.com/quotes/?symbol=BIIB
[1] https://www.cnbc.com/quotes/?symbol=KR
[1] https://seekingalpha.com/article/4325385-what-berkshire-hathaways-index-fund-purchases-mean-for-investors?source=feed_f&utm_campaign=twitter_automated&utm_content=article&utm_medium=social&utm_source=twitter_automated
[1] https://seekingalpha.com/article/4324653-tracking-warren-buffetts-berkshire-hathaway-portfolio-q4-2019-update?source=feed_symbol_TRV

Top URLs in Tweet in G6:
[1] https://www.washingtonpost.com/national/jeff-bezos-commits-10-billion-to-fight-climate-change/2020/02/17/e103ae7c-51b7-11ea-b119-4faabac6674f_story.html?utm_campaign=wp_main&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G8:
[2] https://trib.al/pxHlu6Z
[1] https://www.barrons.com/articles/warren-buffett-berkshire-hathaway-bought-biogen-kroger-occidental-stock-51581717786
[1] https://trib.al/7tOE1ZF
[1] https://trib.al/7zKlDJ0
[1] https://trib.al/GwyPgoR
[1] https://trib.al/bMsqj8f
[1] https://trib.al/aYb3TQQ
[1] https://www.cnn.com/2020/02/12/investing/berkshire-hathaway-warren-buffett/index.html?utm_content=2020-02-16T12:34:04&utm_term=link&utm_medium=social&utm_source=twbusiness
[1] https://trib.al/mmASa09
[1] https://www.linkedin.com/slink?code=ewuE4B8

Top URLs in Tweet in G9:
[8] https://www.grocerydive.com/news/berkshire-hathaway-takes-more-than-500m-stake-in-kroger/572396/
[7] https://www.supermarketnews.com/retail-financial/analysts-kroger-likely-see-only-near-term-lift-berkshire-hathaway-stake?cid=
[4] https://www.investors.com/news/warren-buffett-buys-kroger-biogen-sells-apple-q4-2019-13f/
[4] https://www.winsightgrocerybusiness.com/retailers/kroger-draws-investment-warren-buffett
[2] https://seekingalpha.com/news/3542381-krogerplus-6_7-berkshire-hathaway-reports-stake?source=tweet
[2] http://www.amazon.com/
[2] https://www.supermarketnews.com/retail-financial/analysts-kroger-likely-see-only-near-term-lift-berkshire-hathaway-stake
[2] https://www.investors.com/research/ibd-stock-of-the-day/warren-buffett-rh-stock-buy-zone-berkshire-hathaway-bigger-stake/
[1] https://www.bhhs.com/about/newsroom/press
[1] https://youtu.be/4wjh76Bx1Yk

Top URLs in Tweet in G10:
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=3a1e8d90-5363-11ea-8f5a-83c6403684ba&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMi0xOC9iZXJrc2hpcmUtd2FkZXMtaW50by1ldGYtbWFya2V0LXdpdGgtdHdvLW5ld2x5LWRpc2Nsb3NlZC1iZXRz
[1] https://twitter.com/BChappatta/status/1228327316222349312
[1] https://www.barrons.com/articles/berkshire-hathaway-future-without-warren-buffett-51581727862?mod=hp_HERO
[1] https://www.cnn.com/2020/02/14/investing/berkshire-hathaway-warren-buffett-kroger/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[232] cpix.me
[104] instagram.com
[94] bhhspreproperties.com
[90] barrons.com
[80] bloomberg.com
[75] twitter.com
[73] facebook.com
[59] cnbc.com
[54] wsj.com
[51] seekingalpha.com

Top Domains in Tweet in G1:
[217] cpix.me
[77] instagram.com
[69] facebook.com
[42] twitter.com
[33] searchverobeachproperties.com
[32] marketwatch.com
[30] stck.pro
[29] linkedin.com
[29] bhhspreproperties.com
[26] cnn.com

Top Domains in Tweet in G2:
[12] webnow.company
[7] barrons.com
[5] coindesk.com
[4] cnn.com
[4] twitter.com
[3] cointelegraph.com
[3] cryptopost.net
[3] cryptonews.watch
[2] investors.com
[2] seekingalpha.com

Top Domains in Tweet in G3:
[18] seekingalpha.com
[12] trib.al
[10] cnbc.com
[9] rationalwalk.com
[9] fool.com
[7] barrons.com
[6] thestreet.com
[5] twitter.com
[5] benzinga.com
[4] umd.edu

Top Domains in Tweet in G4:
[32] bloomberg.com
[21] businessinsider.com
[1] youtube.com

Top Domains in Tweet in G5:
[21] cnbc.com
[2] seekingalpha.com

Top Domains in Tweet in G6:
[1] washingtonpost.com

Top Domains in Tweet in G8:
[8] trib.al
[1] barrons.com
[1] cnn.com
[1] linkedin.com
[1] streetinsider.com
[1] cnbc.com

Top Domains in Tweet in G9:
[9] supermarketnews.com
[8] grocerydive.com
[7] investors.com
[6] yahoo.com
[4] bizjournals.com
[4] winsightgrocerybusiness.com
[2] seekingalpha.com
[2] amazon.com
[1] bhhs.com
[1] youtu.be

Top Domains in Tweet in G10:
[1] bloomberg.com
[1] twitter.com
[1] barrons.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[175] realestate
[90] homesforsale
[65] nd
[60] tron
[53] trx
[46] btt
[46] wink
[36] stocks
[34] fargo
[33] berkshirehathaway



Top Hashtags in Tweet in G1:
[105] realestate
[86] homesforsale
[25] nd
[23] homesweethome
[19] beautifulhome
[17] newhome
[16] stocks
[16] ialwaysanswermyphone
[15] fargo
[15] listing

Top Hashtags in Tweet in G2:
[48] tron
[47] trx
[44] btt
[44] wink
[5] warrenbuffett
[4] stocks
[4] investing
[4] justinsun
[3] btc
[3] trc20

Top Hashtags in Tweet in G3:
[11] stocks
[9] stockmarket
[7] askwarren
[7] buffett
[7] berkshire
[6] marketupdate
[5] trading
[5] investing
[3] business
[3] finance

Top Hashtags in Tweet in G4:
[3] montecito
[1] santabarbara
[1] business

Top Hashtags in Tweet in G5:
[1] stockmarket

Top Hashtags in Tweet in G8:
[2] warrenbuffett
[2] stocks
[2] stockmarkets
[2] stockmarketnews
[2] businessnews
[2] investments
[1] investing
[1] hatman
[1] timman
[1] sats

Top Hashtags in Tweet in G9:
[7] berkshirehathaway
[7] supermarketnews
[4] supermarkets
[4] grocery
[3] rt
[2] stake
[2] retail
[1] bhhssalesconvention
[1] liveit2020
[1] bhhsevents

Top Words
Top Words in Tweet in Entire Graph:
[2452] Words in Sentiment List#1: Positive
[1380] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[110854] Non-categorized Words
[114686] Total Words
[4326] berkshire
[4046] hathaway
[1628] warren
[1191] buffett
[786] homeservices

Top Words in Tweet in G1:
[1614] berkshire
[1556] hathaway
[618] homeservices
[309] home
[278] warren
[210] buffett
[207] realty
[179] properties
[150] kroger
[139] fargo

Top Words in Tweet in G2:
[337] berkshire
[331] hathaway
[274] ceo
[268] warren
[261] buffett
[237] finally
[224] chairman
[218] charity
[200] justin
[199] sun

Top Words in Tweet in G3:
[313] berkshire
[277] hathaway
[157] warren
[117] buffett
[78] charlie
[78] munger
[61] brk
[49] buffett's
[47] cnbc
[44] billion

Top Words in Tweet in G4:
[177] berkshire
[144] hathaway
[141] business
[64] warren
[56] made
[56] chairman
[55] millercoors
[55] lawsuit
[55] bnsf
[55] railway

Top Words in Tweet in G5:
[137] berkshire
[136] hathaway
[100] stake
[99] buffett's
[96] shares
[92] cnbcnow
[91] kroger
[80] warren
[74] jump
[74] nearly

Top Words in Tweet in G6:
[88] same
[88] amount
[88] warren
[88] buffett's
[88] berkshire
[88] hathaway
[88] invested
[88] west
[88] texas
[88] oil

Top Words in Tweet in G7:
[82] breaking
[82] berkshire
[82] hathaway
[81] bloqport
[81] tron
[81] founder
[81] justin
[81] sun
[81] finally
[81] met

Top Words in Tweet in G8:
[62] buffett
[62] cnnbusiness
[61] warren
[58] time
[58] oracle
[58] omaha
[57] arguably
[57] successful
[57] investor
[57] worth

Top Words in Tweet in G9:
[85] berkshire
[81] hathaway
[43] kroger
[36] inc
[33] warren
[29] stake
[24] buffett
[19] brk
[18] million
[17] stock

Top Words in Tweet in G10:
[66] salary
[63] reformedbroker
[56] warren
[55] buffett
[36] berkshire
[35] hathaway
[34] 000
[34] took
[33] earns
[33] 100

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4034] berkshire,hathaway
[1054] warren,buffett
[785] hathaway,homeservices
[376] buffett's,berkshire
[358] warren,buffett's
[321] justin,sun
[301] sun,finally
[234] hathaway,chairman
[233] charlie,munger
[197] premier,properties

Top Word Pairs in Tweet in G1:
[1554] berkshire,hathaway
[617] hathaway,homeservices
[177] warren,buffett
[121] premier,properties
[120] fargo,nd
[120] homeservices,premier
[119] properties,1815
[119] 1815,38th
[119] 38th,st
[119] st,fargo

Top Word Pairs in Tweet in G2:
[330] berkshire,hathaway
[248] warren,buffett
[213] hathaway,chairman
[199] justin,sun
[192] sun,finally
[177] charity,lunch
[171] lunch,berkshire
[170] finally,charity
[169] billionaire,warren
[168] chairman,billionaire

Top Word Pairs in Tweet in G3:
[274] berkshire,hathaway
[101] warren,buffett
[78] charlie,munger
[47] warren,buffett's
[43] lots,troubles
[43] troubles,coming
[37] buffett's,berkshire
[27] vice,chairman
[25] berkshire,hathaway's
[24] munger,warren

Top Word Pairs in Tweet in G4:
[144] berkshire,hathaway
[55] millercoors,lawsuit
[55] lawsuit,berkshire
[55] hathaway,bnsf
[55] bnsf,railway
[55] railway,co
[55] co,rail
[55] rail,freight
[55] freight,carriers
[55] carriers,made

Top Word Pairs in Tweet in G5:
[136] berkshire,hathaway
[99] buffett's,berkshire
[79] warren,buffett's
[74] kroger,shares
[74] shares,jump
[74] jump,nearly
[74] nearly,warren
[74] hathaway,takes
[74] takes,stake
[74] stake,grocery

Top Word Pairs in Tweet in G6:
[88] same,amount
[88] amount,warren
[88] warren,buffett's
[88] buffett's,berkshire
[88] berkshire,hathaway
[88] hathaway,invested
[88] invested,west
[88] west,texas
[88] texas,oil
[88] oil,fields

Top Word Pairs in Tweet in G7:
[82] berkshire,hathaway
[81] breaking,tron
[81] tron,founder
[81] founder,justin
[81] justin,sun
[81] sun,finally
[81] finally,met
[81] met,berkshire
[81] hathaway,ceo
[81] ceo,warren

Top Word Pairs in Tweet in G8:
[58] warren,buffett
[58] oracle,omaha
[57] buffett,arguably
[57] arguably,successful
[57] successful,investor
[57] investor,time
[57] time,oracle
[57] omaha,worth
[49] cnnbusiness,warren
[49] worth,near

Top Word Pairs in Tweet in G9:
[81] berkshire,hathaway
[25] hathaway,inc
[23] warren,buffett
[13] inc,class
[13] class,brk
[13] brk,price
[13] price,close
[13] good,job
[13] job,warrenbuffett
[13] warrenbuffett,wmwpres

Top Word Pairs in Tweet in G10:
[55] warren,buffett
[35] berkshire,hathaway
[33] buffett,earns
[33] earns,100
[33] 100,000
[33] 000,year
[33] year,salary
[33] salary,2018
[33] 2018,took
[33] took,home

Top Replied-To
Top Replied-To in Entire Graph:
@hdfcsec
@pokimanelol
@alhadath
@justinsuntron
@warrenbuffett
@timalberta
@realdonaldtrump
@berniesanders
@mginvestor
@marrwilliams

Top Replied-To in G1:
@ewmrealestate

Top Replied-To in G2:
@justinsuntron
@warrenbuffett
@hogenmillergreg
@warren
@lawmaster
@joellejladner
@crypto_tone1

Top Replied-To in G3:
@marketwatch
@beckyquick
@davidfaber
@wsj
@msnbc
@ft
@business
@samtalkstesla
@rationalwalk
@cnbc

Top Replied-To in G4:
@miljonmal
@tiebreeak
@theoldrepublic
@ibindex

Top Replied-To in G5:
@gualestrit
@pagina_72

Top Replied-To in G7:
@bloqport

Top Replied-To in G10:
@reformedbroker

Top Mentioned
Top Mentioned in Entire Graph:
@cointelegraph
@business
@warrenbuffett
@cnbcnow
@justinsuntron
@peterbrannen1
@bloqport
@reformedbroker
@cnnbusiness
@andrewsolender

Top Mentioned in G1:
@aftvitaliy
@alerttrade

Top Mentioned in G2:
@cointelegraph
@warrenbuffett
@justinsuntron
@tronfoundation
@coindesk
@wellsfargo
@niglgateway
@lamonicabuzz
@wfb_fraud
@mikehposner

Top Mentioned in G3:
@cnbc
@financialtimes
@marketwatch
@cnbctheexchange
@cnbcfastmoney
@dougkass
@jimcramer
@nicolefriedman
@real
@seekingalpha

Top Mentioned in G4:
@business
@businessinsider
@scottsteepleton
@investeraren
@ibindex
@warrenbuffett
@cointelegraph

Top Mentioned in G5:
@cnbcnow
@gualestrit
@psk2329
@seekingalpha
@invertdividend

Top Mentioned in G6:
@peterbrannen1

Top Mentioned in G7:
@bloqport

Top Mentioned in G8:
@cnnbusiness
@us_stock_invest
@cashapp
@energycynic
@hmanawy
@cnbcnow
@cnbc
@shehzadyounis
@lamonicabuzz

Top Mentioned in G9:
@kroger
@warrenbuffett
@wmwpres
@yahoofinance
@grocerydive
@sn_news
@bhhsrealestate
@ibdinvestors
@walmartinc
@_jonspringer

Top Mentioned in G10:
@reformedbroker
@cnbcnow

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@cryptotraderpro
@alerttrade
@tickerreport
@yuuji_k1
@consumerfeed
@republikaonline
@marcodacostafx
@dailypoliticaln
@kattavernd

Top Tweeters in G1:
@americanbanking
@cryptotraderpro
@alerttrade
@tickerreport
@consumerfeed
@republikaonline
@dailypoliticaln
@the_mantese
@_reality_check_
@dakotafinancial

Top Tweeters in G2:
@mcdonalds
@gambiste1
@helloteamtrump
@ibmlahamad
@reuters
@outonthemoors
@edimosip
@ft
@latimes
@saeedbaygi

Top Tweeters in G3:
@marcodacostafx
@seekingalpha
@andym6769
@therealzanetta
@teaponpi
@johnmknox
@cnbc
@frattigiovanni
@doubleeagle49
@wsj

Top Tweeters in G4:
@nonvitaltooth
@talkintou
@businessinsider
@business
@russmove
@arctichamster
@gherardimauro1
@gesskay75
@mosesdiditbest
@jcarrilloromano

Top Tweeters in G5:
@coco20181
@rhcm123
@hizself
@onemelek1
@henryfaroh09
@felixdfrancesco
@beeeender
@hotelkilo787
@alphatribune
@karrenericson

Top Tweeters in G6:
@shaktilila
@lorettabower3
@lillylyle
@keithmfitz
@jjdebenedictis
@mwt2008
@jaunte
@qedx_
@greatdismal
@whocastillo

Top Tweeters in G7:
@ejioforkel
@dvshvwnn5376
@riyanrazi
@jsnmiller314
@kiel05crypto
@cuartelonmay
@shayjjjzl
@jahnavi387
@slydeblack
@iam_yang09

Top Tweeters in G8:
@yuuji_k1
@gorinotsukudani
@sampleatl
@tribilintoby
@mshariff1
@shehzadyounis
@cnnbusiness
@theegreathim
@imfree81
@juancplascencia

Top Tweeters in G9:
@yahoofinance
@peterschorschfl
@wr1t3him
@techqn
@morrislaw
@here_and_now_be
@9joe9
@ibdinvestors
@kroger
@moneyweb

Top Tweeters in G10:
@anthropic
@yared_theguy
@limitlesskait
@polit2k
@kinjeketile
@portableairsyd
@bluelantern92
@_orori_
@to_resident
@chicobicycling