SEC Reddit, Twitter, 1/28/2021 7:47:54 AM, 246686


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SEC Reddit_2021-01-27_23-31-14.xlsx
SEC Reddit_2021-01-27_23-31-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 28, 2021
Short Description:
SEC Reddit via NodeXL https://bit.ly/2Mu6SYo
@litcapital
@matthewstoller
@sec_enforcement
@business
@libertarianblue
@maxnordau
@nowthisnews
@nasdaq
@reddit
@wu_tang_finance

Top hashtags:
#reddit
#wallstreetbets
#sec
#amc
#ndaq
#wsb
#gme
#gamestop
#bitcoin
#investing

Description:
Description
The graph represents a network of 6,589 Twitter users whose recent tweets contained "SEC Reddit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 28 January 2021 at 07:37 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 12-minute period from Wednesday, 20 January 2021 at 14:14 UTC to Thursday, 28 January 2021 at 07:27 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 : 6589
Unique Edges : 7532
Edges With Duplicates : 517
Total Edges : 8049
Number of Edge Types : 5
Retweet : 4026
Replies to : 1055
Tweet : 853
MentionsInRetweet : 688
Mentions : 1427
Self-Loops : 878
Reciprocated Vertex Pair Ratio : 0.00434467776973208
Reciprocated Edge Ratio : 0.00865176640230714
Connected Components : 1105
Single-Vertex Connected Components : 547
Maximum Vertices in a Connected Component : 4272
Maximum Edges in a Connected Component : 5944
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.530217
Graph Density : 0.000159761955377599
Modularity : 0.822467
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,589 Twitter users whose recent tweets contained "SEC Reddit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 28 January 2021 at 07:37 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 12-minute period from Wednesday, 20 January 2021 at 14:14 UTC to Thursday, 28 January 2021 at 07:27 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 : TwitterSearch
Graph Term : SEC Reddit
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:
[123] https://www.bloomberg.com/news/articles/2021-01-26/reddit-fueled-rallies-like-gamestop-s-defy-easy-crackdown-by-sec?utm_medium=social&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_content=business
[67] https://cms.zerohedge.com/markets/sec-joins-biden-admin-actively-monitoring-option-volatility
[39] https://redditinvestors.substack.com/
[29] https://twitter.com/delk/status/1353768557104914433
[18] https://www.reddit.com/r/btc/comments/l63xrg/weve_come_a_long_way_this_is_the_load_on_my/
[18] https://twitter.com/pansarev/status/1352728872484179968
[16] https://www.bloomberg.com/news/newsletters/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally-kke9fpzq?utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_medium=social
[14] https://www.zerohedge.com/markets/sec-joins-biden-admin-actively-monitoring-option-volatility
[14] https://www.dailymail.co.uk/news/article-9193697/GameStops-three-largest-shareholders-gotten-3BILLION-richer-two-weeks.html?ito=social-twitter_dailymailus
[14] https://www.cnbc.com/2021/01/27/gamestop-mania-explained-how-the-reddit-retail-trading-crowd-ran-over-wall-street-pros.html

Top URLs in Tweet in G1:
[9] https://www.reddit.com/r/wallstreetbets/comments/l6c5tg/just_read_a_new_york_times_article_saying_the_sec/
[8] https://twitter.com/Slasher/status/1354542275607592971
[5] https://www.cnbc.com/2021/01/27/hedge-fund-targeted-by-reddit-board-melvin-capital-closed-out-of-gamestop-short-position-tuesday.html?__source=sharebar|twitter&par=sharebar
[3] https://www.reddit.com/r/Nio/comments/l6j9pj/sec_investigation_of_rwallstreetbets_possible/
[3] https://www.reddit.com/r/wallstreetbets/comments/l6bq4y/20_million_shares_of_gamestop_are_going_to_be/
[3] https://twitter.com/EricBalchunas/status/1354549348760227841
[3] https://www.cnbc.com/video/2021/01/26/former-sec-lawyer-on-reddit-revolution.html
[2] https://www.youtube.com/watch?v=VMuEis3byY4&feature=youtu.be

[2] https://www.huffpost.com/entry/redditors-myth-stock-market_n_6011bd16c5b61cb9535099d6
[2] https://twitter.com/sec_news/status/1354549858506575876

Top URLs in Tweet in G2:
[4] https://www.dailymail.co.uk/news/article-9193697/GameStops-three-largest-shareholders-gotten-3BILLION-richer-two-weeks.html
[3] https://www.reddit.com/r/Bitcoin/comments/l1gdz1/many_missed_this_but_its_very_bullish_for_bitcoin/?utm_source=ifttt
[3] https://www.reddit.com/r/wallstreetbets/comments/l5ke26/this_autist_filed_an_sec_complaint_against_melvin/
[3] https://redstate.com/nick-arama/2021/01/27/317592-n317592
[3] https://www.youtube.com/watch?v=tX9fGjLpJ1M&feature=youtu.be

[2] https://www.reddit.com/r/CryptoCurrency/comments/l1face/repository_of_24_mit_video_lectures_on_blockchain/?utm_source=ifttt
[2] https://www.reddit.com/r/CryptoCurrency/comments/l4q1qu/in_a_filing_this_morning_with_the_sec_rothschild/
[2] https://twitter.com/yanggang202013/status/1354257476720463872
[2] https://www.ft.com/content/56e8b33a-d9b6-4f74-998b-327ef54c4d5a
[2] https://www.reddit.com/r/Bitcoin/comments/l61xpd/arks_cathie_wood_on_the_state_of_bitcoin_new_sec/?utm_source=ifttt

Top URLs in Tweet in G4:
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=5dd44810-613b-11eb-b8ce-c7dba885e108&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMS0yNi9yZWRkaXQtZnVlbGVkLXJhbGxpZXMtbGlrZS1nYW1lc3RvcC1zLWRlZnktZWFzeS1jcmFja2Rvd24tYnktc2VjP3V0bV9tZWRpdW09c29jaWFsJnV0bV9jYW1wYWlnbj1zb2NpYWxmbG93LW9yZ2FuaWMmY21waWQ9c29jaWFsZmxvdy10d2l0dGVyLWJ1c2luZXNzJnV0bV9zb3VyY2U9dHdpdHRlciZ1dG1fY29udGVudD1idXNpbmVzcw==
[1] https://twitter.com/pierre_rochard/status/1354452334433226752
[1] https://web.archive.org/web/20210122054438if_/https://www.reddit.com/r/SubredditDrama/comments/l2guoc/wallstreetbets_full_story_my_post_blew_up_and/
[1] https://www.reddit.com/r/wallstreetbets/comments/l60euz/theory_the_hold_is_working_and_the_squeeze_is/
[1] https://www.sec.gov/Archives/edgar/data/1326380/000083423721001340/us36467w1099_012621.txt
[1] https://twitter.com/_weaf/status/1354430009860108288
[1] https://twitter.com/baseballcrank/status/1354506734803554305

Top URLs in Tweet in G6:
[7] https://www.zerohedge.com/markets/sec-joins-biden-admin-actively-monitoring-option-volatility
[1] https://tweetedtimes.com/sudipdasin?s=tnp
[1] https://tweetedtimes.com/wweericcote?s=tnp

Top URLs in Tweet in G7:
[110] https://www.bloomberg.com/news/articles/2021-01-26/reddit-fueled-rallies-like-gamestop-s-defy-easy-crackdown-by-sec?utm_medium=social&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_content=business
[17] https://twitter.com/pansarev/status/1352728872484179968
[15] https://www.bloomberg.com/news/newsletters/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally-kke9fpzq?utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_medium=social
[12] https://www.bloomberg.com/opinion/articles/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally?sref=Hny5JH2p&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-markets&utm_medium=social&utm_source=twitter&utm_content=markets
[10] https://www.bloomberg.com/opinion/articles/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally?sref=2o0rZsF1&utm_campaign=socialflow-organic&utm_medium=social&cmpid%3D=socialflow-twitter-view&utm_source=twitter&utm_content=view
[7] https://www.bloomberg.com/news/articles/2021-01-26/reddit-fueled-rallies-like-gamestop-s-defy-easy-crackdown-by-sec?utm_medium=social&cmpid%3D=socialflow-twitter-tictoc&utm_campaign=socialflow-organic&utm_content=tictoc&utm_source=twitter
[5] https://www.bloomberg.com/opinion/articles/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally?sref=2o0rZsF1&cmpid%3D=socialflow-twitter-view&utm_medium=social&utm_campaign=socialflow-organic&utm_content=view&utm_source=twitter
[4] https://www.bloomberg.com/opinion/articles/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally?cmpid%3D=socialflow-twitter-view&utm_medium=social&utm_campaign=socialflow-organic&utm_content=view&utm_source=twitter
[4] https://www.bloomberg.com/opinion/articles/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally?sref=2o0rZsF1&utm_content=view&utm_source=twitter&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-view&utm_medium=social
[4] https://www.bloomberg.com/opinion/articles/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally

Top URLs in Tweet in G8:
[2] https://www.marketwatch.com/story/is-gamestop-stock-being-manipulated-by-social-media-users-or-is-it-free-speech-legal-experts-weigh-in-11611636278
[2] https://www.youtube.com/watch?v=aZHTm0N59Rc&feature=emb_logo

[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=2c5477b0-613b-11eb-b8ce-c7dba885e108&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=dcaaa360-613a-11eb-a8d6-b3c0d7dba65d&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=eb1b3b80-613a-11eb-8b7d-d1f651e9599e&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ef804350-613a-11eb-9770-db11a252c4c8&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=efc78580-613a-11eb-9563-c5072970a7c7&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f175d1c0-613a-11eb-8e5b-3fd41b343ab9&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=f8577250-613a-11eb-a8d6-b3c0d7dba65d&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=2bbe2b20-613b-11eb-b919-1369bc4347a8&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNy9kYW5nZXItbHVya3MtYmVuZWF0aC1yZWRkaXQtZGF5LXRyYWRlcnMtZ2FtZXN0b3AtdHJpdW1waA==

Top URLs in Tweet in G9:
[1] https://twitter.com/cnbcnow/status/1354544949606408196
[1] https://www.bloomberg.com/news/newsletters/2021-01-26/will-wallstreetbets-face-sec-scrutiny-after-gamestop-rally-kke9fpzq?utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_medium=social

Top URLs in Tweet in G10:
[12] https://twitter.com/jeneps/status/1354525282871480334

Top Domains
Top Domains in Tweet in Entire Graph:
[465] bloomberg.com
[250] twitter.com
[174] reddit.com
[82] zerohedge.com
[39] substack.com
[32] youtube.com
[30] cnbc.com
[27] co.uk
[14] sec.gov
[13] businessinsider.com

Top Domains in Tweet in G1:
[30] twitter.com
[24] reddit.com
[11] cnbc.com
[4] bloomberg.com
[4] yahoo.com
[2] youtube.com
[2] huffpost.com
[2] businessinsider.com
[2] wsj.com
[2] ebay.com

Top Domains in Tweet in G2:
[65] reddit.com
[64] twitter.com
[42] bloomberg.com
[9] youtube.com
[6] co.uk
[3] redstate.com
[2] ft.com
[2] nytimes.com
[2] cnbc.com
[2] zerohedge.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] bloomberg.com
[1] archive.org
[1] reddit.com
[1] sec.gov

Top Domains in Tweet in G6:
[7] zerohedge.com
[2] tweetedtimes.com

Top Domains in Tweet in G7:
[220] bloomberg.com
[18] twitter.com
[1] nytimes.com

Top Domains in Tweet in G8:
[8] bloomberg.com
[2] marketwatch.com
[2] youtube.com

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

Top Domains in Tweet in G10:
[12] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[278] reddit
[216] wallstreetbets
[215] sec
[111] amc
[92] ndaq
[67] wsb
[49] gme
[46] gamestop
[33] bitcoin
[29] investing



Top Hashtags in Tweet in G1:
[40] reddit
[26] wallstreetbets
[25] wsb
[21] sec
[20] gme
[9] gamestop
[5] amc
[5] robinhood
[5] hedgefunds
[4] stockmarket

Top Hashtags in Tweet in G2:
[46] reddit
[40] sec
[38] wallstreetbets
[23] gamestop
[19] gme
[11] wsb
[10] bitcoin
[10] amc
[7] stonks
[6] cryptocurrency

Top Hashtags in Tweet in G4:
[1] sec

Top Hashtags in Tweet in G7:
[4] sec
[2] freemarket
[2] shorts
[2] reddit

Top Hashtags in Tweet in G8:
[9] reddit

Top Words
Top Words in Tweet in Entire Graph:
[5435] sec
[5260] reddit
[1723] market
[1452] gt
[1157] gamestop
[1092] hedge
[989] stock
[842] stocks
[813] funds
[747] private

Top Words in Tweet in G1:
[467] reddit
[231] sec
[208] sec_enforcement
[137] wallstreetbets
[128] gme
[88] market
[86] sec_news
[81] stock
[76] manipulation
[75] down

Top Words in Tweet in G2:
[539] sec
[448] reddit
[97] hedge
[81] market
[79] gme
[67] gamestop
[63] down
[63] wall
[60] funds
[56] stock

Top Words in Tweet in G3:
[369] reddit
[368] sec
[358] discord
[358] citron
[357] gone
[357] private
[357] banned
[357] knocking
[357] door
[357] colluding

Top Words in Tweet in G4:
[699] market
[358] sec
[357] reddit
[350] look
[350] gamestop
[350] true
[349] really
[349] rigging
[349] shockingly
[349] blatant

Top Words in Tweet in G5:
[297] reddit
[297] sec
[296] message

Top Words in Tweet in G6:
[288] reddit
[280] sec
[279] white
[279] house
[279] economic
[279] team
[279] including
[279] treasury
[279] yellen
[279] monitoring

Top Words in Tweet in G7:
[217] sec
[145] gamestop
[131] market
[125] message
[124] frenzy
[124] manipulation
[123] feel
[123] fighting
[123] back
[123] against

Top Words in Tweet in G8:
[1065] gt
[431] hedge
[428] funds
[426] investors
[426] stocks
[253] sec
[236] reddit
[221] take
[215] discord
[215] private

Top Words in Tweet in G9:
[202] sec
[202] reddit
[134] pumped
[134] af
[134] file
[134] charges
[134] against
[134] user
[134] q_shitcoinlover_420x69
[110] market

Top Words in Tweet in G10:
[169] reddit
[169] sec
[147] stock
[102] 2008
[101] going
[101] defcon
[101] bunch
[101] anonymous
[101] dudes
[101] bought

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[780] hedge,funds
[460] gt,hedge
[403] private,reddit
[383] market,manipulation
[380] reddit,banned
[378] gone,private
[377] sec,knocking
[377] knocking,door
[376] banned,discord
[376] discord,sec

Top Word Pairs in Tweet in G1:
[42] hedge,funds
[36] market,manipulation
[32] sec_enforcement,reddit
[29] shutting,down
[29] wall,street
[28] private,reddit
[27] robinhoodapp,reddit
[26] went,private
[26] sec,investigating
[25] kevinclancyshow,founder

Top Word Pairs in Tweet in G2:
[57] hedge,funds
[56] wall,street
[36] hedge,fund
[22] market,manipulation
[17] reddit,users
[17] stock,market
[14] reddit,sec
[14] sec,reddit
[14] shut,down
[14] down,reddit

Top Word Pairs in Tweet in G3:
[357] gone,private
[357] private,reddit
[357] reddit,banned
[357] banned,discord
[357] discord,sec
[357] sec,knocking
[357] knocking,door
[357] door,colluding
[357] colluding,melvin
[357] melvin,citron

Top Word Pairs in Tweet in G4:
[349] sec,really
[349] really,look
[349] look,gamestop
[349] gamestop,market
[349] market,rigging
[349] rigging,shockingly
[349] shockingly,blatant
[349] blatant,citadel
[349] citadel,both
[349] both,market

Top Word Pairs in Tweet in G5:
[296] reddit,message
[296] message,sec

Top Word Pairs in Tweet in G6:
[279] white,house
[279] house,economic
[279] economic,team
[279] team,including
[279] including,treasury
[279] treasury,sec
[279] sec,yellen
[279] yellen,monitoring
[279] monitoring,reddit
[279] reddit,stock

Top Word Pairs in Tweet in G7:
[124] market,manipulation
[123] gamestop,frenzy
[123] frenzy,feel
[123] feel,market
[123] manipulation,sec
[123] sec,fighting
[123] fighting,back
[123] back,against
[123] against,message
[123] message,board

Top Word Pairs in Tweet in G8:
[428] hedge,funds
[426] gt,hedge
[213] funds,make
[213] make,poor
[213] poor,choices
[213] choices,gt
[213] gt,retail
[213] retail,investors
[213] investors,take
[213] take,notice

Top Word Pairs in Tweet in G9:
[134] pumped,af
[134] af,sec
[134] sec,file
[134] file,charges
[134] charges,against
[134] against,reddit
[134] reddit,user
[134] user,q_shitcoinlover_420x69
[54] shit,coins
[54] coins,short

Top Word Pairs in Tweet in G10:
[101] sec,going
[101] going,defcon
[101] defcon,bunch
[101] bunch,anonymous
[101] anonymous,reddit
[101] reddit,dudes
[101] dudes,bought
[101] bought,stock
[101] stock,whistling
[101] whistling,past

Top Replied-To
Top Replied-To in Entire Graph:
@sec_news
@dynamicbrands
@michaeljburry
@slasher
@reddit
@anakasparian
@yaslovestech
@sec_investor_ed
@nycsouthpaw
@sec_enforcement

Top Replied-To in G1:
@sec_news
@dynamicbrands
@michaeljburry
@sec_investor_ed
@reddit
@cgasparino
@cnbc
@sebastinpatron3
@pj_matlock
@wallstreetbets

Top Replied-To in G2:

Top Replied-To in G3:
@_animal_spirits
@_tetration_
@nionenad
@parikpatelcfa
@chrisrandone

Top Replied-To in G4:
@anabhu
@lidskylidsky
@unrealdeveloper
@presjpolk

Top Replied-To in G6:
@danmccrory6

Top Replied-To in G7:
@alexstamos
@business
@granick
@sosnaarno
@quicktake
@sbacktweeting
@jpscribbles
@sireastman
@codycolson

Top Replied-To in G8:
@lumlotus
@archonof
@arodmarcus
@ggreenwald

Top Replied-To in G9:
@jlocke613

Top Replied-To in G10:
@drewholden360

Top Mentioned
Top Mentioned in Entire Graph:
@sec_enforcement
@reddit
@nasdaq
@joesquawk
@adenatfriedman
@ripple
@wallstreetbets
@sec_news
@bopinion
@robinhoodapp

Top Mentioned in G1:
@sec_enforcement
@reddit
@wallstreetbets
@sec_news
@robinhoodapp
@stevenacohen2
@kevinclancyshow
@foxbusiness
@sec
@cnbc

Top Mentioned in G3:
@sirbitt
@sec_enforcement

Top Mentioned in G4:
@meh130
@esotericcd

Top Mentioned in G6:
@nowthisnews
@rektstonkman
@awealthofcs
@sec_enforcement

Top Mentioned in G7:
@bopinion
@arthurlevitt
@markets
@business
@robinsonmatt
@cfb_18
@mattlevinebot
@reallyliberal84
@riana_crypto
@agidari

Top Mentioned in G8:
@socialnomadrach
@lumlotus
@jamie_maz

Top Mentioned in G9:
@redsteeze

Top Tweeters
Top Tweeters in Entire Graph:
@marcodacostafx
@phildecarolis
@cloudwanderer3
@theagood
@gambiste1
@thereal_rebel
@serendipitysays
@aepishere
@dondekojo
@madanabhat

Top Tweeters in G1:
@businessinsider
@69nicebot69
@discord
@nytimes
@cnbc
@cnn
@foxxfiles
@kpjpsp
@rona65
@foxbusiness

Top Tweeters in G2:
@newsfilterio
@faz_net
@noyahking
@kukkurovaca
@elitlasvegasseo
@leograndprince
@kpower90
@reddit_top
@basassang
@topredditpost

Top Tweeters in G3:
@sejeez
@osmelvergara
@georgiemutt
@getemville
@bostonradio
@lubanga24
@reedtyler21
@gerald_huggins
@machu_ree
@mb_86_

Top Tweeters in G4:
@tates5a
@beerstix
@leoluminary
@mlse
@fabucat
@overanalystvera
@hoyatexas
@ginademiranda2
@giraldo35
@occupytheport

Top Tweeters in G5:
@madanabhat
@michaelbarger1
@ldga123456
@milick74
@mom2gbd
@dorothymontgom4
@realcanuck7
@afterseven
@noonelovesmenow
@christopherorp1

Top Tweeters in G6:
@thereal_rebel
@sudipdasin
@unlewis
@sophialamar1
@_ogbeek
@tusk8rman
@deztheplug
@honnenogod
@joshuajreynold1
@eunique_ny

Top Tweeters in G7:
@aepishere
@business
@jorge_c_ny
@deathtocrazy
@sufiy
@rhcm123
@capatosta122
@kskm3
@sonaliranade
@fabiomoraes

Top Tweeters in G8:
@mallamsawyerr
@internetflexing
@bolu_ay
@flatearthcity
@powerful_memes
@tina10004359
@hnbc1
@ungovernabl3
@simphiwe_chef
@seriousist_

Top Tweeters in G9:
@superebza
@caffeineandhate
@mrbanker12
@darth_mommie
@buffaloinabox
@smoothhoosier
@theprodigalsean
@cj2kuta
@mi_astronauta
@tokenwhitedude

Top Tweeters in G10:
@steph93065
@commonsense258
@realmajordan
@anthonyabides
@epeterd916
@tedcornwell
@tgbed8v8
@throwbacklib
@primfreak
@baseballcrank


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