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mcuban Twitter NodeXL SNA Map and Report for Thursday, 25 June 2020 at 21:09 UTC
mcuban Twitter NodeXL SNA Map and Report for Thursday, 25 June 2020 at 21:09 UTC
From:
marc_smith
Uploaded on:
June 26, 2020
Short Description:
mcuban via NodeXL https://bit.ly/2ZdUEWu
@mcuban
@scaramucci
@joebiden
@teebern
@charliembrown1
@desderamona
@realdonaldtrump
@dharmaforsale
@saramaemoore
@deborademaga

Top hashtags:
#hannity
#biden
#trump2020
#markcuban
#maga
#findvanessaguillen
#dumptrump2020

Description:
Description
The graph represents a network of 16,144 Twitter users whose recent tweets contained "mcuban", 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, 25 June 2020 at 21:15 UTC.

The tweets in the network were tweeted over the 1-day, 19-hour, 18-minute period from Wednesday, 24 June 2020 at 01:51 UTC to Thursday, 25 June 2020 at 21:09 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 : 16144
Unique Edges : 34447
Edges With Duplicates : 11749
Total Edges : 46196
Number of Edge Types : 5
Replies to : 9791
Retweet : 8720
MentionsInRetweet : 13017
Mentions : 14535
Tweet : 133
Self-Loops : 204
Reciprocated Vertex Pair Ratio : 0.00961234593911303
Reciprocated Edge Ratio : 0.0190416568849936
Connected Components : 117
Single-Vertex Connected Components : 104
Maximum Vertices in a Connected Component : 16012
Maximum Edges in a Connected Component : 46068
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.177722
Graph Density : 0.000147103406269794
Modularity : 0.424759
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 16,144 Twitter users whose recent tweets contained "mcuban", 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, 25 June 2020 at 21:15 UTC.

The tweets in the network were tweeted over the 1-day, 19-hour, 18-minute period from Wednesday, 24 June 2020 at 01:51 UTC to Thursday, 25 June 2020 at 21:09 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 : mcuban
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[423] https://thehill.com/homenews/media/504264-mark-cuban-endorses-biden-on-hannity-he-actually-wants-to-run-a-country
[144] https://twitter.com/Acyn/status/1275607028396781570
[99] https://www.dallasnews.com/news/politics/2020/06/24/dallas-mavericks-owner-mark-cuban-says-he-will-vote-for-joe-biden-over-donald-trump-for-president/?utm_content=buffer4e47c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[66] https://twitter.com/mcuban/status/1276150338895175681
[64] https://twitter.com/acyn/status/1275607028396781570
[51] https://twitter.com/mcuban/status/1276222764861607936
[36] https://twitter.com/scaramucci/status/1275611562879959040
[32] https://twitter.com/robertwolf32/status/1275739023361875971
[30] https://twitter.com/Scaramucci/status/1275611562879959040
[29] https://www.foxnews.com/media/mark-cuban-joe-biden-wants-run-country

Top URLs in Tweet in G1:
[396] https://thehill.com/homenews/media/504264-mark-cuban-endorses-biden-on-hannity-he-actually-wants-to-run-a-country
[123] https://twitter.com/Acyn/status/1275607028396781570
[46] https://twitter.com/acyn/status/1275607028396781570
[30] https://twitter.com/robertwolf32/status/1275739023361875971
[23] https://twitter.com/scaramucci/status/1275611562879959040
[21] https://twitter.com/Scaramucci/status/1275611562879959040
[19] https://twitter.com/rjwidhalm/status/1275831262620631042
[18] https://www.foxnews.com/media/mark-cuban-joe-biden-wants-run-country
[14] https://twitter.com/marklevinshow/status/1276121408893079555
[13] https://www.inc.com/video/mark-cuban-how-to-increase-productivity-while-working-remotely.html?cid=sf01001

Top URLs in Tweet in G2:
[4] https://twitter.com/scaramucci/status/1275611562879959040
[3] https://thehill.com/homenews/media/504264-mark-cuban-endorses-biden-on-hannity-he-actually-wants-to-run-a-country
[3] https://twitter.com/Acyn/status/1275607028396781570
[2] https://twitter.com/realjameswoods/status/1276213097733087233?s=21
[2] https://yangspeaks.com/
[2] https://twitter.com/BryanDeanWright/status/1250921172092497923?s=19
[2] https://twitter.com/Scaramucci/status/1275611562879959040?s=20
[2] https://www.youtube.com/watch?v=ExkuWbscfrY

[2] https://twitter.com/real_john_d/status/1275648105208262656
[1] https://twitter.com/whitstillman/status/1275898543027507201?s=21

Top URLs in Tweet in G3:
[98] https://www.dallasnews.com/news/politics/2020/06/24/dallas-mavericks-owner-mark-cuban-says-he-will-vote-for-joe-biden-over-donald-trump-for-president/?utm_content=buffer4e47c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.foxnews.com/media/mark-cuban-joe-biden-wants-run-country
[10] https://twitter.com/Acyn/status/1275607028396781570
[9] https://thehill.com/homenews/media/504264-mark-cuban-endorses-biden-on-hannity-he-actually-wants-to-run-a-country
[8] https://trib.al/NuG7mUU
[8] https://twitter.com/scaramucci/status/1275611562879959040
[6] https://twitter.com/chuckwoolery/status/1275637486744752128
[5] https://twitter.com/marklevinshow/status/1276121408893079555
[4] https://twitter.com/acyn/status/1275607028396781570
[3] https://twitter.com/mcuban/status/1276222764861607936

Top URLs in Tweet in G4:
[8] https://twitter.com/acyn/status/1275607028396781570
[4] https://twitter.com/zegdie/status/1275608520646430721
[3] https://thehill.com/homenews/media/504264-mark-cuban-endorses-biden-on-hannity-he-actually-wants-to-run-a-country
[3] https://www.bizjournals.com/dallas/news/2020/05/08/mark-cuban-secret-shoppers.html
[3] https://twitter.com/Acyn/status/1275607028396781570
[2] https://twitter.com/marklevinshow/status/1276121408893079555
[2] https://twitter.com/AGrigs2/status/1275813598162493443
[2] https://twitter.com/RepsForBiden/status/1275857555911254018
[2] https://twitter.com/RightWingLawMan/status/1275609701086945281?s=19
[2] https://twitter.com/gtconway3d/status/1275627211459084292

Top URLs in Tweet in G5:
[8] https://twitter.com/Henryhooddavis/status/1275782236080668674?s=19
[2] https://twitter.com/PamOrr3/status/1275641361983651840
[2] https://www.youtube.com/watch?v=7-Dx_aiERE8&feature=youtu.be

[1] https://twitter.com/PamelaGeller/status/1276144884668399620
[1] https://twitter.com/bennyjohnson/status/1235002591886692352?s=19
[1] https://twitter.com/marklevinshow/status/1276121408893079555
[1] https://www.salon.com/2004/03/12/unger_2/
[1] https://www.youtube.com/embed/OURy5WFp0zk
[1] https://parler.com/feed
[1] https://twitter.com/Squill_whispers/status/1275650446489763841

Top URLs in Tweet in G6:
[2] https://twitter.com/mcuban/status/1276150338895175681
[1] https://blacklivesmatter.com/our-co-founders/
[1] https://www.usatoday.com/story/news/nation/2020/06/23/seattle-reclaiming-chop-zone-protesters-after-shootings/3240404001/
[1] https://www.king5.com/article/news/local/chop-shooting-victim-calls-out-police-for-not-responding-fast-enough/281-388ad6ca-e616-41c7-990e-ea12c3036ca2
[1] https://www.cbsnews.com/amp/news/pence-i-knew-flynn-lied-to-me-about-russian-contacts-when-he-was-fired/
[1] https://www.cnbc.com/2019/08/20/mark-cuban-graduated-high-school-early-and-started-college-at-17.html
[1] https://www.inc.com/damon-brown/why-journaling-helps-turbulent-times.html?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.reddit.com/r/beeple/
[1] https://www.yahoo.com/
[1] https://twitter.com/Scaramucci/status/1275611562879959040

Top URLs in Tweet in G7:
[9] https://thehill.com/homenews/media/504264-mark-cuban-endorses-biden-on-hannity-he-actually-wants-to-run-a-country
[2] https://twitter.com/robertwolf32/status/1275739023361875971
[1] https://twitter.com/Acyn/status/1275607028396781570

Top URLs in Tweet in G8:
[27] https://www.youtube.com/playlist?list=PL-8pDWAJLeYjt_QWcEZ_t7eYdax-YkkS5

[2] https://twitter.com/Acyn/status/1275607028396781570
[2] https://twitter.com/Acyn/status/1275607028396781570?s=19
[1] https://www.si.com/nba/2018/02/21/dallas-mavericks-sexual-misconduct-investigation-mark-cuban-response
[1] https://archive.vanityfair.com/article/share/e515a2cd-a51b-4f83-8d61-6ebb9a104e0a
[1] https://www.dallasnews.com/news/politics/2020/06/24/dallas-mavericks-owner-mark-cuban-says-he-will-vote-for-joe-biden-over-donald-trump-for-president/?utm_content=buffer4e47c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://thehill.com/homenews/media/504264-mark-cuban-endorses-biden-on-hannity-he-actually-wants-to-run-a-country
[1] https://www.youtube.com/watch?v=jlCle5VZxGg&feature=youtu.be

[1] https://twitter.com/realDonaldTrump/status/332318077859557376?s=20
[1] https://www.youtube.com/watch?v=UE9BXkQ-SRc


Top URLs in Tweet in G9:
[4] https://vimeo.com/430899576
[2] https://www.thegatewaypundit.com/2020/06/biden-lied-house-republicans-accuse-biden-lying-american-people-knowledge-flynn-case/
[1] https://twitter.com/realjameswoods/status/1276213097733087233?s=21
[1] https://vimeo.com/430899576?ref=tw-share
[1] https://www.youtube.com/watch?v=stD7r97pVnk&feature=youtu.be

[1] https://vimeo.com/milkeninstitute
[1] https://twitter.com/kapoff2020/status/1275995085558054914
[1] https://www.youtube.com/watch?v=xZ_BG2-j--M&feature=youtu.be

[1] https://www.youtube.com/watch?v=tETOEfOaNhw&feature=youtu.be

[1] https://www.cnbc.com/2020/06/24/3d-rocket-printer-relativity-signs-deal-with-iridium-and-plans-to-build-a-california-launchpad.html

Top URLs in Tweet in G10:
[1] https://twitter.com/TrumpWarRoom/status/1276223959395155968
[1] https://twitter.com/trumpwarroom/status/1276223959395155968
[1] https://www.forbes.com/sites/paulinaguditch/2020/06/25/is-an-mba-worth-it-after-covid-19-absolutely-not/#cd42e7911117
[1] https://twitter.com/jackfrombkln/status/1276162470076440576
[1] https://twitter.com/APompliano/status/1275038354942439424
[1] https://twitter.com/microsponsors/status/1275834242937819136
[1] https://www.cuddlespoons.com/blogs/news/as-seen-on-tv-cuddle-spoons-pitch-to-shark-tank-hosts
[1] https://twitter.com/benyt/status/1275788749465681922
[1] https://twitter.com/mawg8trs/status/1275776258245308422
[1] https://twitter.com/MattWalshBlog/status/1275104256643792901?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[888] twitter.com
[428] thehill.com
[104] dallasnews.com
[88] youtube.com
[34] foxnews.com
[16] inc.com
[12] yahoo.com
[11] forbes.com
[11] cnbc.com
[8] trib.al

Top Domains in Tweet in G1:
[490] twitter.com
[396] thehill.com
[21] foxnews.com
[18] youtube.com
[14] inc.com
[5] monkeylearn.com
[5] forbes.com
[4] yahoo.com
[3] wordle.net
[3] apple.com

Top Domains in Tweet in G2:
[33] twitter.com
[9] youtube.com
[4] thehill.com
[2] yangspeaks.com
[2] nymag.com
[1] alternet.org
[1] tiktok.com
[1] yahoo.com
[1] businessinsider.com
[1] lawandcrime.com

Top Domains in Tweet in G3:
[112] twitter.com
[103] dallasnews.com
[13] thehill.com
[12] youtube.com
[12] foxnews.com
[8] trib.al
[5] forbes.com
[4] cnbc.com
[3] yahoo.com
[3] cbs42.com

Top Domains in Tweet in G4:
[59] twitter.com
[5] youtube.com
[3] whitehouse.gov
[3] thehill.com
[3] bizjournals.com
[1] bizpacreview.com
[1] decade.it
[1] yahoo.com
[1] fortune.com
[1] marketwatch.com

Top Domains in Tweet in G5:
[17] twitter.com
[4] youtube.com
[1] salon.com
[1] parler.com
[1] co.uk

Top Domains in Tweet in G6:
[4] twitter.com
[1] blacklivesmatter.com
[1] usatoday.com
[1] king5.com
[1] cbsnews.com
[1] cnbc.com
[1] inc.com
[1] reddit.com
[1] yahoo.com

Top Domains in Tweet in G7:
[9] thehill.com
[3] twitter.com

Top Domains in Tweet in G8:
[29] youtube.com
[6] twitter.com
[1] si.com
[1] vanityfair.com
[1] dallasnews.com
[1] thehill.com

Top Domains in Tweet in G9:
[6] twitter.com
[6] vimeo.com
[3] youtube.com
[2] thegatewaypundit.com
[1] cnbc.com
[1] itimanufacturing.com
[1] spaceintelreport.com

Top Domains in Tweet in G10:
[9] twitter.com
[1] forbes.com
[1] cuddlespoons.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[369] hannity
[52] biden
[35] trump2020
[32] markcuban
[29] maga
[22] findvanessaguillen
[22] dumptrump2020
[20] joebiden
[20] joebiden2020
[18] trump



Top Hashtags in Tweet in G1:
[15] markcuban
[13] hannity
[10] sleepyjoe
[7] basementbiden
[7] sharktank
[7] joebiden
[6] mffl
[6] trump2020
[6] biden2020
[6] biden

Top Hashtags in Tweet in G2:
[7] trump2020
[5] biden2020
[3] maga
[3] yanggang
[3] trump2020landslide
[3] joebiden
[3] trumpkillsus
[2] hannity
[2] whereshunter
[2] trump

Top Hashtags in Tweet in G3:
[36] biden
[22] findvanessaguillen
[16] maga
[15] findvanessa
[14] coronavirus
[14] hannity
[10] metoo
[8] usa
[7] mffl
[7] nba

Top Hashtags in Tweet in G4:
[9] trump2020
[7] hannity
[7] biden
[5] trump
[4] markcuban
[3] votetrumpout
[3] nba
[3] black_lives_matter
[3] maga
[2] biden2020landslide

Top Hashtags in Tweet in G5:
[4] trump2020
[4] kag2020
[3] markcuban
[3] puppet
[2] youaintblack
[2] shark
[2] obamagate
[2] liberalismisamentaldisorder
[2] kag2020trumpvictory
[2] hidenbiden

Top Hashtags in Tweet in G6:
[10] realsports
[2] go
[1] byedon2020
[1] moscowmitch
[1] satanicelite
[1] illuminati
[1] landtheplane
[1] borschtmail
[1] diary
[1] power

Top Hashtags in Tweet in G7:
[327] hannity
[1] trumpkillsus
[1] shark
[1] votered

Top Hashtags in Tweet in G8:
[20] joebiden2020
[20] dumptrump2020
[2] hannity
[1] dontmesswithtexas
[1] metoo
[1] askmeanything
[1] president
[1] trump2020
[1] biden2020landslide
[1] biden

Top Hashtags in Tweet in G9:
[12] dontmesswithtexas
[11] misummerseries
[2] mi
[2] 6/25/2020 12:00:00 AM
[2] hannity
[2] maga
[2] obamacare
[1] trump2020landslide
[1] quote
[1] robotics

Top Hashtags in Tweet in G10:
[4] joebiden
[2] mba
[2] sharktank
[1] q
[1] adrenochrome
[1] bromance
[1] buyout
[1] wallstreet
[1] blm
[1] think_a_vation

Top Words
Top Words in Tweet in Entire Graph:
[18320] mcuban
[14727] run
[9769] country
[6485] biden
[5777] trump
[5543] doesn
[4923] joe
[4657] actually
[4600] campaign
[4542] donald

Top Words in Tweet in G1:
[5742] mcuban
[2357] hannity
[1234] biden
[1215] run
[1111] doesn
[1045] more
[958] please
[928] always
[898] looks
[881] bullshit

Top Words in Tweet in G2:
[11520] run
[7746] country
[5654] mcuban
[4221] biden
[4125] trump
[4002] joe
[3800] campaign
[3796] doesn
[3793] actually
[3774] donald

Top Words in Tweet in G3:
[2230] mcuban
[1063] realdonaldtrump
[1005] joebiden
[333] biden
[307] cuban
[303] amp
[287] mark
[267] run
[261] president
[219] dallasnews

Top Words in Tweet in G4:
[1037] mcuban
[727] seanhannity
[298] good
[283] cuban
[280] mark
[276] job
[259] panicky
[234] run
[219] biden
[179] country

Top Words in Tweet in G5:
[721] mcuban
[584] bamafanaticfan1
[217] cuban
[169] biden
[125] mark
[87] country
[80] joe
[78] run
[51] trump
[46] china

Top Words in Tweet in G6:
[690] mcuban
[176] rjwidhalm
[130] mtrebbe
[74] mark
[66] trump
[59] more
[52] those
[50] socialist
[46] things
[44] level

Top Words in Tweet in G7:
[1173] run
[779] country
[496] mcuban
[401] joebiden
[399] trump
[398] tducklo
[397] ronaldklain
[397] kbeds
[389] doesn
[387] donald

Top Words in Tweet in G8:
[321] mcuban
[277] acyn
[103] bless
[56] sarahcpr
[52] run
[44] scepticalaussie
[33] country
[30] videos
[29] one
[28] another

Top Words in Tweet in G9:
[389] mcuban
[115] trump
[112] biden
[64] latiffani1
[61] weavercoaching
[53] cuban
[53] president
[47] good
[45] thing
[41] mark

Top Words in Tweet in G10:
[69] mcuban
[16] kevinolearytv
[11] lorigreiner
[10] elonmusk
[9] thesharkdaymond
[7] chamath
[7] amp
[7] barbaracorcoran
[6] breitbartnews
[6] forbes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9318] run,country
[4605] joe,biden
[4533] country,run
[4514] donald,trump
[4513] run,campaign
[4494] actually,run
[4471] trump,doesn
[4468] doesn,run
[4154] biden,actually
[4152] bingo,mcuban

Top Word Pairs in Tweet in G1:
[877] hannity,always
[877] more,mcuban
[877] hannity,please
[876] always,looks
[876] looks,confused
[876] confused,ultra
[876] ultra,biased
[876] biased,bullshit
[876] bullshit,doesn
[876] doesn,resonate

Top Word Pairs in Tweet in G2:
[7605] run,country
[3894] joe,biden
[3771] run,campaign
[3767] donald,trump
[3763] country,run
[3758] actually,run
[3757] trump,doesn
[3755] doesn,run
[3755] biden,actually
[3754] mcuban,donald

Top Word Pairs in Tweet in G3:
[298] mcuban,joebiden
[230] joebiden,realdonaldtrump
[214] dallasnews,mcuban
[171] mcuban,realdonaldtrump
[153] mark,cuban
[139] years,ago
[139] realdonaldtrump,joebiden
[139] joebiden,barackobama
[139] joebiden,mcuban
[135] run,country

Top Word Pairs in Tweet in G4:
[260] good,job
[182] mark,cuban
[170] seanhannity,mcuban
[168] scaramucci,mcuban
[146] run,country
[131] job,seanhannity
[130] mcuban,good
[130] sean,panicky
[130] seanhannity,bully
[130] bully,prick

Top Word Pairs in Tweet in G5:
[225] bamafanaticfan1,mcuban
[69] mcuban,cuban
[63] mark,cuban
[58] mcuban,mark
[53] run,country
[31] joe,biden
[27] shark,tank
[25] mcuban,mcuban
[22] bamafanaticfan1,wyn1745
[22] wyn1745,mcuban

Top Word Pairs in Tweet in G6:
[122] mtrebbe,mcuban
[76] rjwidhalm,mcuban
[40] friends,family
[38] mcuban,those
[38] democrat,city
[38] socialist,friends
[37] those,things
[37] things,mark
[37] mark,libertarian
[37] libertarian,federal

Top Word Pairs in Tweet in G7:
[772] run,country
[397] ronaldklain,tducklo
[397] tducklo,kbeds
[387] donald,trump
[385] country,run
[385] run,campaign
[384] trump,doesn
[384] doesn,run
[384] actually,run
[328] sugar,coating

Top Word Pairs in Tweet in G8:
[119] acyn,mcuban
[97] acyn,bless
[97] bless,mcuban
[40] scepticalaussie,acyn
[30] run,country
[30] sarahcpr,acyn
[27] mcuban,18
[27] 18,videos
[27] videos,another
[27] another,one

Top Word Pairs in Tweet in G9:
[61] weavercoaching,mcuban
[34] good,thing
[34] dmwt_program,mcuban
[33] thing,biden
[32] trump,trump
[31] latiffani1,bring
[31] bring,good
[31] biden,accomplished
[31] accomplished,mcuban
[31] mcuban,resents

Top Word Pairs in Tweet in G10:
[7] mcuban,lorigreiner
[7] lorigreiner,kevinolearytv
[6] finminindia,startupindia
[6] startupindia,cimgoi
[6] cimgoi,pmoindia
[6] pmoindia,minmsme
[6] minmsme,nsitharamanoffc
[6] nsitharamanoffc,mcuban
[4] elonmusk,mcuban
[4] mcuban,balaji

Top Replied-To
Top Replied-To in Entire Graph:
@mcuban
@scaramucci
@bamafanaticfan1
@acyn
@rjwidhalm
@seanhannity
@angrierwhstaff
@dallasnews
@dcexaminer
@chuckwoolery

Top Replied-To in G1:
@mcuban
@angrierwhstaff
@cjtruth
@scaramucci
@meidastouch
@towntrump
@god_speedusa
@repsforbiden
@utescootin

Top Replied-To in G2:
@scaramucci
@mcuban
@fishingqueen_77
@jenningsrall
@cleardawn88
@jerseyshore411
@joesanders33
@jilldeming1
@jarvistweets_
@leannmartineau

Top Replied-To in G3:
@mcuban
@dallasnews
@dcexaminer
@chuckwoolery
@scaramucci
@bfraser747
@seanmdav
@bbusa617
@seanhannity
@ingrahamangle

Top Replied-To in G4:
@mcuban
@scaramucci
@seanhannity
@marklevinshow
@mandyinseala
@chuckwoolery
@marketwatch
@dave_pries
@ashleyadamsruns
@demoman711

Top Replied-To in G5:
@bamafanaticfan1
@mcuban
@kara3022
@lisamoo81028124
@mamendoza480
@scaramucci
@psi22653
@marklevinshow
@henryhooddavis
@daljeanis

Top Replied-To in G6:
@rjwidhalm
@mcuban
@mtrebbe
@blockoflumber
@iamthebeard10
@raederobert
@markbra96963604
@painduzainu
@ghummel
@painefulthinkin

Top Replied-To in G7:
@robertwolf32
@scaramucci
@mcuban
@turncltred
@dee30328
@hkrassenstein
@lynbowling
@sruhle
@brugabass
@wncjoe

Top Replied-To in G8:
@acyn
@sarahcpr
@scepticalaussie
@scaramucci
@__arthur_dent__
@mcuban
@xeni
@magasoflo
@pegleg_secretar
@ctrunner

Top Replied-To in G9:
@mcuban
@weavercoaching
@latiffani1
@dmwt_program
@abcsharktank
@eliezar
@scaramucci
@milkeninstitute
@ashleyw02668477
@triblive

Top Replied-To in G10:
@mcuban
@acyn
@norstrum
@chiraag_bo
@vp2505
@forbes
@equitymates
@cnbc
@devjohn55
@hodldrgn

Top Mentioned
Top Mentioned in Entire Graph:
@mcuban
@joebiden
@realdonaldtrump
@seanhannity
@scaramucci
@ronaldklain
@tducklo
@kbeds
@barackobama
@potus

Top Mentioned in G1:
@mcuban
@angrierwhstaff
@seanhannity
@repsforbiden
@hereticalmist
@utescootin
@joebiden
@nanavlee7
@mitchchotchskie

Top Mentioned in G2:
@mcuban
@scaramucci
@joebiden
@andrewyang
@jenningsrall
@lizziross
@jerseyshore411
@seedybloom
@fishingqueen_77

Top Mentioned in G3:
@mcuban
@realdonaldtrump
@joebiden
@seanhannity
@barackobama
@potus
@nba
@dallasmavs
@thedemocrats
@dallasnews

Top Mentioned in G4:
@mcuban
@seanhannity
@realdonaldtrump
@joebiden
@gohappyallday
@marklevinshow
@scaramucci
@ashleyadamsruns
@kristyswansonxo
@markcubanai

Top Mentioned in G5:
@mcuban
@bamafanaticfan1
@joebiden
@wyn1745
@dretiquette
@go4itbas
@conservamomusa
@stewardshipamer
@jali_cat
@noodlez_og

Top Mentioned in G6:
@mcuban
@mtrebbe
@killermike
@rjwidhalm
@markbra96963604
@painduzainu
@cluelessnphx
@mcnelliswilliam
@raederobert
@morethanmysle

Top Mentioned in G7:
@mcuban
@joebiden
@tducklo
@ronaldklain
@kbeds
@scaramucci
@robertwolf32
@sruhle
@katm876
@seanhannity

Top Mentioned in G8:
@mcuban
@acyn
@sarahcpr
@scepticalaussie
@seanhannity
@joebiden
@realdonaldtrump
@ronaldklain
@tducklo
@kbeds

Top Mentioned in G9:
@mcuban
@latiffani1
@nih
@krofahesther
@pfizer
@megtirrell
@albertbourla
@milkeninstitute
@eliezar
@seanhannity

Top Mentioned in G10:
@mcuban
@kevinolearytv
@elonmusk
@lorigreiner
@thesharkdaymond
@barbaracorcoran
@chamath
@robertherjavec
@finminindia
@startupindia

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@dichristine
@immoralreport
@delta
@southwestair
@miltonespinozaf
@yojudenz
@jjauthor
@manmet80
@debrammason1

Top Tweeters in G1:
@manmet80
@akuma_river
@mayirmamay14
@edwardcalame
@serafinos
@votingred1
@solusnan1
@linda1746
@hockeyfangirl12
@suekhi

Top Tweeters in G2:
@immoralreport
@onahunttoday
@backstorymom1
@stockguy61
@sherrilee7
@princessbravato
@castonchris
@dovewoman1
@njdoc
@wechoosewisdom

Top Tweeters in G3:
@americanair
@delta
@southwestair
@debrammason1
@babysgramma
@bellesapepper37
@rosenchild
@eddarrell
@bbusa617
@eluin_g8

Top Tweeters in G4:
@miltonespinozaf
@yojudenz
@shirleyringuet5
@nascarnac
@usatopguns
@sandi_childs
@jamierodr14
@caffreyej
@claralkatzenmai
@hlaurora63

Top Tweeters in G5:
@scribbledpages1
@mjgranger1
@craybo23
@darhar981
@tia6sc
@saminhim
@60sreno
@alley167
@maryosb36485285
@williamlharbuck

Top Tweeters in G6:
@frankie1654
@deray
@maggienyt
@keelee231
@bucks
@killermike
@shaunking
@wkern58
@thomaskaine5
@linville

Top Tweeters in G7:
@therezafontoura
@buffaloon
@deathtocrazy
@mvwinall
@bbkenn92
@puestoloco
@reporterphoenix
@banjohfuhruhur
@thinkkimthink
@ukexpat19

Top Tweeters in G8:
@grandpooba5440
@bistycsross
@joanisparkles
@jocowboys87
@whirledcitizen_
@m5b1tch
@chande87
@straitarrow10
@suescoby
@lorion

Top Tweeters in G9:
@dichristine
@talkintou
@pmgeezer
@mitchiepoo46
@loyalfan1
@mtrushmore2016
@ebe2014
@medicalquack
@philmccrackin44
@triblive

Top Tweeters in G10:
@cnbc
@wsj
@forbes
@gma
@garyvee
@indiewire
@vice
@entrepreneur
@pgatour
@breitbartnews


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