#SVBCollapse, Twitter, 3/11/2023 7:46:08 PM, 290900


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#SVBCollapse Twitter NodeXL SNA Map and Report for Saturday, 11 March 2023 at 19:35 UTC
#SVBCollapse Twitter NodeXL SNA Map and Report for Saturday, 11 March 2023 at 19:35 UTC
From:
marc_smith
Uploaded on:
March 11, 2023
Short Description:
#SVBCollapse via NodeXL https://bit.ly/3mARRGc
@45lvnancy
@bellamswathi
@paulmeloan
@svb_financial
@elonmusk
@hannaman247
@zer0h0urs
@ben__rickert
@smartmoneygrows
@mackieau79

Top hashtags:
#svbcollapse
#svb
#svbbank
#svbcrash
#siliconvalleybank
#caturday
#crypto

Description:
Description
The graph represents a network of 5,843 Twitter users whose recent tweets contained "#SVBCollapse", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 3/4/2023 11:35:42 AM and 3/11/2023 11:35:42 AM. The network was obtained from Twitter on Saturday, 11 March 2023 at 19:42 UTC.

The tweets in the network were tweeted over the 4935-day, 18-hour, 24-minute period from Saturday, 05 September 2009 at 01:11 UTC to Saturday, 11 March 2023 at 19:35 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5843
Unique Edges : 2972
Edges With Duplicates : 9279
Total Edges : 12251
Number of Edge Types : 9
Retweet : 3575
MentionsInRetweet : 4026
Mentions : 625
Tweet : 1957
Replies to : 589
MentionsInReplyTo : 648
Quote : 606
MentionsInQuote : 149
MentionsInQuoteReply : 76
Self-Loops : 2308
Reciprocated Vertex Pair Ratio : 0.00767684152805703
Reciprocated Edge Ratio : 0.0152367132232904
Connected Components : 1314
Single-Vertex Connected Components : 901
Maximum Vertices in a Connected Component : 3622
Maximum Edges in a Connected Component : 8917
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.377778
Graph Density : 0.000161506703743973
Modularity : 0.476129
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,843 Twitter users whose recent tweets contained "#SVBCollapse", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 3/4/2023 11:35:42 AM and 3/11/2023 11:35:42 AM. The network was obtained from Twitter on Saturday, 11 March 2023 at 19:42 UTC.

The tweets in the network were tweeted over the 4935-day, 18-hour, 24-minute period from Saturday, 05 September 2009 at 01:11 UTC to Saturday, 11 March 2023 at 19:35 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #SVBCollapse
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:
[93] https://twitter.com/MackieAu79/status/1634530610277412865/video/1
[46] https://twitter.com/hoskytoken/status/1634586542772559872/photo/1
[46] https://twitter.com/kazembe_youseef/status/1634533790834933762/video/1
[32] https://businessdor.com/heres-how-the-second-biggest-bank-collapse-in-u-s-history-happened-in-just-48-hours/
[29] https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics?&linkCode=sl2&tag=izzetgurler-20&linkId=ae1956d858f8191348305c1e64179334&language=en_US&ref_=as_li_ss_tl
[24] https://creators.nafezly.com/u/magedelhefnawy/the-best-website-for-freelancing-from-home
[23] https://www.twitch.tv/pinxsea
[21] https://twitter.com/SVB_Financial/status/1632818336391213059
[21] https://twitter.com/SmartMoneyGrows/status/1634325985683456001?t=uFbbNneAKwfPjT0cn8zcDg&s=19
[19] https://franknez.com/wall-street-banks-lost-55-billion-in-just-one-day/

Top URLs in Tweet in G1:
[29] https://www.amazon.com/Best-Sellers-Electronics/zgbs/electronics?&linkCode=sl2&tag=izzetgurler-20&linkId=ae1956d858f8191348305c1e64179334&language=en_US&ref_=as_li_ss_tl
[24] https://creators.nafezly.com/u/magedelhefnawy/the-best-website-for-freelancing-from-home
[7] https://www.instagram.com/p/Cpp8xBjJhgM/
[4] https://twitter.com/ulvmakina/status/1634625579428315137/photo/1
[4] https://twitter.com/TheRedKahuna/status/1634611222728388611/photo/1
[3] https://twitter.com/blHuey/status/1634624598053453829/photo/1
[3] https://twitter.com/ulvmakina/status/1634627617902010368/photo/1
[3] https://twitter.com/i/spaces/1RDxlaZzDaEKL
[3] https://twitter.com/Felipeandrewofc/status/1634583282053464064/photo/1
[3] https://twitter.com/GotsiakR/status/1634608180184457217/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/quadsfather/status/1634554535057272834/photo/1
[4] https://twitter.com/quadsfather/status/1634556098253398018/photo/1
[4] https://twitter.com/quadsfather/status/1634557089686122501/photo/1
[4] https://twitter.com/quadsfather/status/1634572830648987648/photo/1
[4] https://twitter.com/quadsfather/status/1634556437153173504/photo/1
[4] https://twitter.com/i/broadcasts/1rmxPkPvOpDJN
[2] https://twitter.com/45LVNancy/status/1634551186937503744
[2] https://twitter.com/SweetPeaBell326/status/1634531785303379971
[2] https://twitter.com/RealtyPodcast/status/1634635327972208642/photo/1
[1] https://twitter.com/unusual_whales/status/1634250625319075840

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1634509226981855232
[1] https://twitter.com/BellamSwathi/status/1634509226981855232/photo/1
[1] https://twitter.com/RajeshNain/status/1634545115925733382/photo/1
[1] https://twitter.com/bellamswathi/status/1634509226981855232
[1] https://twitter.com/chavelaque/status/1634538846363811840/photo/1
[1] https://twitter.com/MackieAu79/status/1634530610277412865/video/1
[1] https://twitter.com/redtiderise/status/1634605152626671618/photo/1
[1] https://twitter.com/SureshSadagopan/status/1634599409840422913/photo/1

Top URLs in Tweet in G4:
[4] https://twitter.com/FanboyCristian/status/1634569878899396609/photo/1
[3] https://twitter.com/kazembe_youseef/status/1634533790834933762/video/1
[3] https://twitter.com/DaveLapell/status/1634579665619755010/photo/1
[2] https://twitter.com/MackieAu79/status/1634530610277412865/video/1
[1] https://noahpinion.substack.com/p/why-was-there-a-run-on-silicon-valley?r=5di1t&utm_campaign=post&utm_medium=email
[1] https://twitter.com/mbdailyshow/status/1634352548944461826/video/1
[1] https://twitter.com/icemontgomery/status/1634605441740070912/photo/1
[1] https://www.cnbc.com/2018/05/24/trump-signs-bank-bill-rolling-back-some-dodd-frank-regulations.html
[1] https://twitter.com/4RealFricksters/status/1634602225191321604/video/1
[1] https://twitter.com/SpottlessMarxx/status/1634630735591268363/photo/1

Top URLs in Tweet in G5:
[21] https://twitter.com/SmartMoneyGrows/status/1634325985683456001?t=uFbbNneAKwfPjT0cn8zcDg&s=19
[18] https://twitter.com/SVB_Financial/status/1632818336391213059
[12] https://twitter.com/svb_financial/status/1632818336391213059
[10] https://twitter.com/BillAckman/status/1634564398919368704
[4] https://twitter.com/bac37/status/1634406982718291971/photo/1
[3] https://twitter.com/johncitysq/status/1634345326432878592/photo/1
[3] https://finance.yahoo.com/news/thiel-founders-fund-withdrew-millions-005223787.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[3] https://twitter.com/Judianna/status/1634575931196194816/photo/1
[2] https://twitter.com/kaabar_sofien/status/1634559529424756736/photo/1
[2] https://twitter.com/bankofkev/status/1634606095946899456/photo/1

Top URLs in Tweet in G6:
[5] https://twitter.com/MackieAu79/status/1634530610277412865/video/1
[4] https://twitter.com/RealVinnieJames/status/1634592682050981888/photo/1
[4] https://twitter.com/kazembe_youseef/status/1634533790834933762/video/1
[1] https://twitter.com/hannaman247/status/1634585064238637056/photo/1
[1] https://www.foxbusiness.com/markets/how-silicon-valley-bank-got-burned
[1] https://twitter.com/ArsenalLA/status/1634567141398806528/photo/1
[1] https://twitter.com/kvconner/status/1634570013297483777
[1] https://time.com/5290474/trump-bank-rollback-dodd-frank/
[1] https://twitter.com/jimpfaff/status/1634546426658078720/photo/1
[1] https://twitter.com/iohk_charles/status/1634538329227120641

Top URLs in Tweet in G7:
[25] https://businessdor.com/heres-how-the-second-biggest-bank-collapse-in-u-s-history-happened-in-just-48-hours/
[6] https://twitter.com/elonmusk/status/1634343907827019776
[5] https://twitter.com/wallstreetpro/status/1634492391754280960
[4] https://twitter.com/skirano/status/1634327114634743811
[4] https://twitter.com/NGrossman81/status/1634578883793092608/photo/1
[3] https://twitter.com/elonmusk/status/1634374859043270678
[3] https://twitter.com/Ashrow83/status/1634566129879244803/photo/1
[3] https://twitter.com/Xx17965797N/status/1634529449428369408
[2] https://twitter.com/Xx17965797N/status/1634594175768248321
[2] https://twitter.com/billstenner2/status/1634451899226411014/photo/1

Top URLs in Tweet in G8:
[83] https://twitter.com/MackieAu79/status/1634530610277412865/video/1
[36] https://twitter.com/kazembe_youseef/status/1634533790834933762/video/1
[8] https://twitter.com/4RealFricksters/status/1634602225191321604/video/1
[3] https://www.msn.com/en-us/money/other/svb-execs-sell-stock-ahead-of-collapse-as-part-of-a-pre-planned-program/vi-AA18tVuh?ocid=msedgntp&cvid=e82abfe3e3294547966523e946b1f6e7&ei=18
[2] https://twitter.com/kazembe_youseef/status/1634533790834933762
[2] https://twitter.com/Alleywheelman/status/1634581936633937922/video/1
[2] https://twitter.com/BDNM93/status/1634572955052122112/photo/1
[2] https://twitter.com/JamantaFaz/status/1634612766857220097/photo/1
[1] https://twitter.com/4RealFricksters/status/1634612861363269634/photo/1
[1] https://twitter.com/MackieAu79/status/1634530610277412865

Top URLs in Tweet in G9:
[1] https://twitter.com/Ben__Rickert/status/1634507993881673728/video/1
[1] https://www.youtube.com/watch?v=vU1g7ZUQkWI&feature=youtu.be

[1] https://twitter.com/TonyPeric/status/1634593886730440704/photo/1

Top URLs in Tweet in G10:
[4] https://twitter.com/unusual_whales/status/1634555021487480834
[4] https://prtechnews.com/the-silicon-valley-bank-collapse-5-things-to-know/
[3] https://www.swanbitcoin.com/passport/
[3] https://twitter.com/TheAstuteGaloot/status/1634592104860237825/photo/1
[3] https://twitter.com/CollinRugg/status/1634328020113825792
[3] https://twitter.com/EdKrassen/status/1634560664818573315
[2] https://twitter.com/unusual_whales/status/1634278835939328001
[2] https://twitter.com/WallStreetSilv/status/1634214041273999361
[2] https://twitter.com/WallStreetSilv/status/1634311333356220636
[2] https://twitter.com/i/spaces/1RDxlaZzDaEKL

Top Domains
Top Domains in Tweet in Entire Graph:
[2039] twitter.com
[101] youtube.com
[48] fiverr.com
[33] bloomberg.com
[33] businessdor.com
[32] amazon.com
[24] nafezly.com
[23] twitch.tv
[20] franknez.com
[19] thedailyny.com

Top Domains in Tweet in G1:
[385] twitter.com
[43] youtube.com
[41] fiverr.com
[30] amazon.com
[24] nafezly.com
[9] instagram.com
[6] aliexpress.com
[6] cnbc.com
[6] blogspot.com
[6] linkedin.com

Top Domains in Tweet in G2:
[50] twitter.com
[19] thedailyny.com
[3] fdic.gov
[2] foxbusiness.com
[1] unusualwhales.com
[1] truthdig.com

Top Domains in Tweet in G3:
[8] twitter.com

Top Domains in Tweet in G4:
[19] twitter.com
[1] substack.com
[1] cnbc.com

Top Domains in Tweet in G5:
[238] twitter.com
[10] bloomberg.com
[5] yahoo.com
[4] cnn.com
[3] forbes.com
[3] cnbc.com
[2] youtube.com
[2] svb.com
[2] linkedin.com
[1] reuters.com

Top Domains in Tweet in G6:
[23] twitter.com
[2] bloomberg.com
[1] foxbusiness.com
[1] time.com

Top Domains in Tweet in G7:
[98] twitter.com
[25] businessdor.com
[3] marketstodayus.com
[1] cloudfront.net
[1] youtube.com
[1] thecryptobasic.com
[1] bloomberg.com
[1] franknez.com
[1] accelerateshares.com
[1] co.uk

Top Domains in Tweet in G8:
[141] twitter.com
[3] msn.com
[1] investing.com
[1] breitbart.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G10:
[71] twitter.com
[4] prtechnews.com
[3] swanbitcoin.com
[2] youtube.com
[1] medium.com
[1] bostonherald.com
[1] fortune.com
[1] follow.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4041] svbcollapse
[1586] svb
[850] svbbank
[548] svbcrash
[385] siliconvalleybank
[223] caturday
[175] crypto
[173] usdc
[129] bitcoin
[103] sbv



Top Hashtags in Tweet in G1:
[1120] svbcollapse
[223] svb
[129] caturday
[113] svbcrash
[95] siliconvalleybank
[83] svbbank
[60] helluvaboss
[59] usdc
[48] leiche
[44] crypto

Top Hashtags in Tweet in G2:
[470] svb
[87] sbv
[66] svbcollapse
[26] bankcrash
[20] caturday
[19] shibariumbeta
[9] svbcrash
[9] saturdaymorning
[8] svbbank
[4] getyourmoneyout

Top Hashtags in Tweet in G3:
[490] svbbank
[55] svbcollapse
[13] svb
[10] siliconvalleybank
[10] svbcrash
[3] sbv
[1] esgscam
[1] boomrang
[1] adani
[1] peterthiel

Top Hashtags in Tweet in G4:
[54] svbcollapse
[11] svb
[4] svbcrash
[3] svbbank
[2] newyork
[1] trumpcult
[1] siliconvalleybank
[1] foxnews
[1] news
[1] newsmax

Top Hashtags in Tweet in G5:
[274] svbcollapse
[61] svb
[59] svbcrash
[46] siliconvalleybank
[27] svbbank
[26] svbank
[24] svbfinancial
[21] svbcrisis
[13] svb_financial
[11] forbes

Top Hashtags in Tweet in G6:
[227] svbcollapse
[147] svb
[23] svbbank
[12] svbcrash
[2] socializingthelosses
[2] getmoneyout
[2] sbv
[1] gregorybeckerceo
[1] michaelzuckercounsel
[1] danielbeckcfo

Top Hashtags in Tweet in G7:
[149] svbcollapse
[53] svb
[33] siliconvalleybank
[28] svbcrash
[26] bankcrash
[24] banking
[24] bankfailure
[24] markets
[23] personalfinance
[23] mrketcrash

Top Hashtags in Tweet in G8:
[164] svbcollapse
[103] svb
[38] svbcrash
[10] simpsons
[9] svbbank
[2] ftxbankruptcy
[2] jpmorganchase
[2] fatal
[2] deadly
[2] victim

Top Hashtags in Tweet in G9:
[3] svbcollapse
[3] svb
[1] svbcrash

Top Hashtags in Tweet in G10:
[123] svbcollapse
[34] siliconvalleybank
[27] bankrun
[24] svb
[18] usdt
[15] svbbank
[15] socialism
[12] svbcrash
[10] bitcoin
[10] caturday

Top Words
Top Words in Tweet in Entire Graph:
[4039] #svbcollapse
[2784] bank
[1587] #svb
[1372] silicon
[1357] valley
[856] federal
[850] #svbbank
[820] ceo
[782] becker
[706] friday

Top Words in Tweet in G1:
[1118] #svbcollapse
[318] bank
[223] #svb
[162] svb
[142] valley
[138] silicon
[129] #caturday
[113] #svbcrash
[94] banks
[94] #siliconvalleybank

Top Words in Tweet in G2:
[633] bank
[618] 45lvnancy
[550] becker
[550] ceo
[548] greg
[546] silicon
[546] valley
[517] friday
[473] federal
[470] #svb

Top Words in Tweet in G3:
[511] bank
[495] 40
[494] 700
[491] risk
[490] #svbbank
[490] management
[489] bellamswathi
[489] vijaya
[489] toss
[489] gadde

Top Words in Tweet in G4:
[275] federal
[273] uninsured
[273] whole
[272] govt
[272] believing
[272] make
[272] vital
[272] paulmeloan
[272] depositors
[272] forgiving

Top Words in Tweet in G5:
[274] #svbcollapse
[128] bank
[89] svb_financial
[61] #svb
[59] #svbcrash
[59] svb
[48] silicon
[47] valley
[46] #siliconvalleybank
[34] tweet

Top Words in Tweet in G6:
[233] bank
[227] #svbcollapse
[187] valley
[187] silicon
[147] #svb
[141] ceo
[141] becker
[137] collapse
[125] before
[124] sold

Top Words in Tweet in G7:
[149] #svbcollapse
[70] bank
[53] #svb
[38] mcuban
[36] collapse
[36] svb
[33] #siliconvalleybank
[33] elonmusk
[28] telling
[28] #svbcrash

Top Words in Tweet in G8:
[164] #svbcollapse
[103] #svb
[85] brilliant
[84] haha
[83] mackieau79
[61] bank
[39] money
[38] #svbcrash
[38] keep
[36] banks

Top Words in Tweet in G9:
[136] event
[135] listened
[135] one
[135] doctrine
[135] usual
[135] before
[135] aware
[135] luciferian
[135] tried
[135] made

Top Words in Tweet in G10:
[123] #svbcollapse
[59] bank
[42] need
[41] banks
[39] silicon
[39] valley
[36] capitalism
[34] #siliconvalleybank
[33] again
[27] #bankrun

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1349] silicon,valley
[1275] valley,bank
[640] greg,becker
[601] risk,management
[550] bank,#svb
[544] 700,40
[540] ceo,silicon
[539] management,strategy
[538] fell,700
[538] gadde,#svbbank

Top Word Pairs in Tweet in G1:
[136] silicon,valley
[125] valley,bank
[104] #svb,#svbcollapse
[64] #svbcollapse,#svbcrash
[44] #caturday,#svbcollapse
[36] #svbcollapse,#svb
[35] #svbcollapse,#helluvaboss
[30] #svbcrash,#svbcollapse
[27] grant,#caturday
[26] #svbbank,#svbcollapse

Top Word Pairs in Tweet in G2:
[548] greg,becker
[546] silicon,valley
[523] valley,bank
[463] bank,#svb
[461] #svb,greg
[461] friday,member
[461] ceo,silicon
[461] member,board
[461] directors,federal
[461] board,directors

Top Word Pairs in Tweet in G3:
[489] vijaya,gadde
[489] bank,risk
[489] toss,stocks
[489] #svbbank,bank
[489] gadde,#svbbank
[489] management,strategy
[489] 700,40
[489] risk,management
[489] stocks,fell
[489] strategy,went

Top Word Pairs in Tweet in G4:
[272] morning,believing
[272] make,uninsured
[272] depositors,whole
[272] whole,forgiving
[272] wake,morning
[272] believing,vital
[272] uninsured,depositors
[272] vital,federal
[272] federal,govt
[272] govt,make

Top Word Pairs in Tweet in G5:
[47] silicon,valley
[43] valley,bank
[40] #svbcollapse,#svbcrash
[32] #svb,#svbcollapse
[23] reaching,implications
[23] sadly,svb_financial
[23] far,reaching
[23] revealed,coming
[23] implications,revealed
[23] jpmorgan,citi

Top Word Pairs in Tweet in G6:
[187] silicon,valley
[185] valley,bank
[134] collapse,silicon
[122] #svbcollapse,#svb
[121] before,collapse
[120] shares,#svbcollapse
[120] executives,sold
[120] sold,lot
[120] bank,executives
[120] gregory,becker

Top Word Pairs in Tweet in G7:
[32] #svb,#svbcollapse
[27] #svbcollapse,#siliconvalleybank
[25] happened,48
[25] second,biggest
[25] bank,collapse
[25] hours,#svb
[25] biggest,bank
[25] 48,hours
[25] history,happened
[25] collapse,history

Top Word Pairs in Tweet in G8:
[83] haha,#svb
[83] brilliant,haha
[83] #svb,#svbcollapse
[82] mackieau79,brilliant
[36] banks,afford
[36] afford,lose
[36] #svbcrash,#svbcollapse
[36] lose,bank
[36] keep,money
[36] money,banks

Top Word Pairs in Tweet in G9:
[135] event,before
[135] luciferian,doctrine
[135] aware,event
[135] tried,warn
[135] warn,usual
[135] made,aware
[135] usual,one
[135] one,listened
[135] listened,luciferian
[135] doctrine,made

Top Word Pairs in Tweet in G10:
[39] silicon,valley
[38] valley,bank
[19] basic,income
[19] universal,basic
[19] need,banks
[17] #svbcollapse,#usdt
[17] banks,universal
[17] stand,against
[17] happen,again
[17] capitalism,#svbcollapse

Top Replied-To
Top Replied-To in Entire Graph:
@billackman
@potus
@jackposobiec
@hindenburgres
@forbes
@mcuban
@elonmusk
@isource_news
@wallstreetsilv
@unusual_whales

Top Replied-To in G2:
@45lvnancy
@sweetpeabell326
@sues86453

Top Replied-To in G3:
@texasrepublic71
@bellamswathi

Top Replied-To in G4:
@susanthesquark

Top Replied-To in G5:
@billackman
@forbes
@marionawfal
@fluentinfinance
@svb_financial
@unusual_whales
@vigilantfox
@vivekgramaswamy
@grdecter
@rbpundit

Top Replied-To in G6:
@clarajeffery
@repswalwell
@hannaman247
@arsenalla

Top Replied-To in G7:
@elonmusk
@mcuban
@machiavelli_8
@chrislhayes
@minliangtan
@menlobear
@donnahuegeorge
@liberalsleaving
@wallstreetpro
@autismcapital

Top Replied-To in G8:
@breitbartnews
@hilzfuld
@mackieau79

Top Replied-To in G10:
@collinrugg
@wallstreetsilv
@edkrassen
@malone_wealth
@unusual_whales
@maxkeiser
@joebiden
@krassenstein
@repadamschiff
@gaborgurbacs

Top Mentioned
Top Mentioned in Entire Graph:
@45lvnancy
@bellamswathi
@paulmeloan
@ben__rickert
@hannaman247
@svb_financial
@mackieau79
@realvinniejames
@dalperovitch
@hoskytoken

Top Mentioned in G1:
@ulvmakina
@lokmatnewshindi
@kapildevtamkr
@iamss97
@defidan11
@nyongrika11
@intellizencehq

Top Mentioned in G2:
@45lvnancy
@quadsfather
@ericmmatheny
@gunthereagleman
@harperlee6557
@cb6184444
@beard_vet
@crrja5
@bookersparticus
@squillmama

Top Mentioned in G3:
@bellamswathi
@sanjay_dixit
@45lvnancy
@rajeshnain
@visitor8planet
@chavelaque
@erskineallin
@texasrepublic71
@kevinolearytv
@harshku200

Top Mentioned in G4:
@paulmeloan
@johnnyakzam
@trumpinterprtr
@fanboycristian
@hannaman247
@kazembe_youseef
@45lvnancy
@r8dr4lfe75
@mackieau79
@tleestein

Top Mentioned in G5:
@svb_financial
@jpmorgan
@timacheson
@citi
@billackman
@hindenburgres
@forbes
@bankofkev
@qokoon
@johnnosta

Top Mentioned in G6:
@hannaman247
@realvinniejames
@arsenalla
@45lvnancy
@bellamswathi
@retrocoast
@paulmeloan
@zer0h0urs
@jimpfaff
@mackieau79

Top Mentioned in G7:
@mcuban
@elonmusk
@findgg33
@zer0h0urs
@secgov
@themukulagrawal
@garygensler
@johnxdesouza
@tesla
@45lvnancy

Top Mentioned in G8:
@mackieau79
@kazembe_youseef
@bellamswathi
@45lvnancy
@4realfricksters
@lucylogical
@paulmeloan
@hannaman247
@musicsuitec
@arsenalla

Top Mentioned in G9:
@ben__rickert
@45lvnancy

Top Mentioned in G10:
@theastutegaloot
@joebiden
@augmentedman
@danielacambone
@nayibbukele
@banksterslayer
@branadane
@trhlofficial
@kurtishanni
@musashibonmot

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@remindme_ofthis
@sgh_rts
@56perumal
@blazedrts
@evankirstel
@rtsmallstreams
@thehill
@amoltikam
@theofficialsbi

Top Tweeters in G1:
@laydenrobinson
@remebb2
@marketsday
@angelinvestorog
@latestly
@actionclutch
@chillin662
@zeebusiness
@_iloveshimsu
@jenmisstx

Top Tweeters in G2:
@okrogules
@vebo1991
@pixiedust5135
@lindamac12steps
@perchance99
@leesutton4
@reneedahl5
@adevotedyogi
@jver2me
@skb_sara

Top Tweeters in G3:
@amoltikam
@vinodshadija
@samir_patil
@hustler81
@rohithiware
@pobbathi_venku
@1420kunal
@neergopal
@sheelaghg
@chandeldhiresh

Top Tweeters in G4:
@princessbravato
@mcnejames
@jwomack
@jlownlaw
@ckkoch3
@hitlerpuncher
@lightrider
@revmagdalen
@jaunte
@jencages

Top Tweeters in G5:
@evankirstel
@theofficialsbi
@business
@heidiec5
@30actruth
@frances_coppola
@cnbc
@ambeautifulshow
@rbpundit
@forbes

Top Tweeters in G6:
@march4progress
@lawgirl318
@marijodeleon
@elisha1022
@drfessel
@dd9000
@peopledied2vote
@psychwriter1515
@mamalocaz
@donnamoon81146

Top Tweeters in G7:
@thehill
@yogi210875
@doodlestrks
@ojha_ivar
@rscool0
@ggprez
@lalovestrump
@cfmbetricky2
@jd_gaffle
@chrislhayes

Top Tweeters in G8:
@bigtnumber1
@ft
@hilzfuld
@badgercult
@breitbartnews
@wwwaldotcom
@jakeduarte43
@anant_kakade
@victorlicata1
@paulk652517

Top Tweeters in G9:
@doubleeagle49
@roelandruijsch
@cryptoshi2k21
@mwm76
@_g_r_e_g__
@tonyperic
@guaicaipuropop
@minarquistaesp
@jyacek
@arsalan_winlust

Top Tweeters in G10:
@myradsirois1
@susanpoe7
@6nsinvt
@anacventilari
@eclipsethis2003
@texttexas
@voter1vote
@davidlaz
@alisonboxxer
@56jaytee


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