#BidenIsAFailure, Twitter, 10/11/2021 3:09:57 PM, 264300


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#BidenIsAFailure_2021-10-11_07-19-42.xlsx
#BidenIsAFailure_2021-10-11_07-19-42.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 11, 2021
Short Description:
#BidenIsAFailure via NodeXL https://bit.ly/2YJLk0f
@langmanvince
@therightmelissa
@cartoonsben
@mcspocky
@authorkimberley
@jessiejaneduff
@aliciasmith987
@45rapekatiejohn
@joebiden
@blackclover481

Top hashtags:
#bidenisafailure
#letsgobrandon
#enforcethesubpoenas

Description:
Description
The graph represents a network of 10,319 Twitter users whose recent tweets contained "#BidenIsAFailure", 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 Monday, 11 October 2021 at 14:52 UTC.

The tweets in the network were tweeted over the 1-day, 22-hour, 13-minute period from Saturday, 09 October 2021 at 16:04 UTC to Monday, 11 October 2021 at 14:18 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 : 10319
Unique Edges : 15389
Edges With Duplicates : 4731
Total Edges : 20120
Number of Edge Types : 5
Retweet : 12990
MentionsInRetweet : 722
Tweet : 4365
Replies to : 959
Mentions : 1084
Self-Loops : 4563
Reciprocated Vertex Pair Ratio : 0.00280190529560101
Reciprocated Edge Ratio : 0.00558815311539536
Connected Components : 1642
Single-Vertex Connected Components : 1327
Maximum Vertices in a Connected Component : 8106
Maximum Edges in a Connected Component : 17202
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.445062
Graph Density : 0.000134458590313823
Modularity : 0.594236
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,319 Twitter users whose recent tweets contained "#BidenIsAFailure", 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 Monday, 11 October 2021 at 14:52 UTC.

The tweets in the network were tweeted over the 1-day, 22-hour, 13-minute period from Saturday, 09 October 2021 at 16:04 UTC to Monday, 11 October 2021 at 14:18 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 : #BidenIsAFailure
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:
[273] https://thisispiffradio2.out.airtime.pro/thisispiffradio2_a
[65] https://www.dailymail.co.uk/news/article-10071635/US-hiring-risen-month-sign-resilience.html
[62] https://twitter.com/LangmanVince/status/1446797193650786310
[47] https://www.youtube.com/watch?v=zTbxuY4bmEY&feature=youtu.be
[36] https://twitter.com/usafss74/status/1446456322740953093
[30] https://twitter.com/seanhannity/status/1445887853011996679
[28] https://twitter.com/AuthorKimberley/status/1446847021420253185
[27] https://twitter.com/goodblackdude/status/1446564846216966144
[26] https://www.youtube.com/watch?v=iNqFCOASIt0

[22] https://twitter.com/POTUS/status/1446876360052551683

Top URLs in Tweet in G1:
[7] https://johnpavlovitz.com/2021/05/10/why-im-never-putting-a-joe-biden-flag-on-my-truck/
[6] https://www.scmp.com/news/world/united-states-canada/article/3151803/haiti-condemns-donald-trumps-racist-aids-comments
[4] https://twitter.com/aliciasmith987/status/1446765730838585344
[4] https://limbaugh2020.com/trump-is-0-for-9-gop-maga-folks/
[3] https://twitter.com/AliciaSmith987/status/1446765730838585344
[3] https://twitter.com/BuzzBroz/status/1443371773932703745?s=20
[2] https://twitter.com/LaporteSandy/status/1446875442162569223
[2] https://www.newsweek.com/trump-leaving-office-3m-less-jobs-when-he-entered-worst-record-since-depression-1562737
[2] https://twitter.com/nypost/status/1446888574239088643
[2] https://twitter.com/potus/status/1446524622988615708

Top URLs in Tweet in G2:
[63] https://www.dailymail.co.uk/news/article-10071635/US-hiring-risen-month-sign-resilience.html
[34] https://twitter.com/usafss74/status/1446456322740953093
[29] https://twitter.com/seanhannity/status/1445887853011996679
[27] https://twitter.com/goodblackdude/status/1446564846216966144
[14] https://twitter.com/kristyswansonxo/status/1446241265675169798
[12] https://www.theepochtimes.com/food-prices-hit-highest-level-in-a-decade_4040361.html
[11] https://twitter.com/mikepompeo/status/1446471236763127813
[11] https://twitter.com/LangmanVince/status/1446797193650786310
[11] https://www.foxnews.com/politics/biden-suggests-he-pressured-emergency-room-to-fast-track-a-good-friend
[7] https://www.youtube.com/watch?v=5iDdNxZWJIw&feature=youtu.be

Top URLs in Tweet in G3:
[273] https://thisispiffradio2.out.airtime.pro/thisispiffradio2_a
[13] https://twitter.com/LangmanVince/status/1446797193650786310
[13] https://www.fiverr.com/archteriorbd/design-3d-landscape-backyard-patio-pool-garden
[12] https://twitter.com/AuthorKimberley/status/1446847021420253185
[7] https://twitter.com/AliciaSmith987/status/1446765730838585344
[7] https://www.etsy.com/shop/Vaccinatedshirts
[5] https://twitter.com/langmanvince/status/1446797193650786310
[4] https://twitter.com/itsdabenji/status/1275423562376138752
[4] https://twitter.com/POTUS/status/1446876360052551683
[4] https://twitter.com/TheRightMelissa/status/1446897141536935941

Top URLs in Tweet in G4:
[4] https://twitter.com/AuthorKimberley/status/1446847021420253185
[2] https://twitter.com/Bevroley/status/1446842938659586050?t=deHhavV7hzlLjZO3NasFjg&s=09
[2] https://twitter.com/RichSementa/status/1447278734785060871
[2] https://twitter.com/LangmanVince/status/1446797193650786310
[2] https://twitter.com/AZSenateDems/status/1446569530688299010
[2] https://twitter.com/AuthorKimberley/status/1446849418477645833
[2] https://twitter.com/usafss74/status/1446456322740953093
[1] https://twitter.com/langmanvince/status/1446961009621708809
[1] https://twitter.com/tatekabba/status/1447093512646758402
[1] https://twitter.com/gingerspage/status/1446842695251644424

Top URLs in Tweet in G5:
[4] https://twitter.com/LangmanVince/status/1446797193650786310
[3] https://teespring.com/gobr4
[2] https://twitter.com/Denis_Buchholz/status/1446847704785620994
[2] https://twitter.com/newsmax/status/1446653010612867072
[2] https://twitter.com/healthisenough/status/1447334532231933958
[2] https://twitter.com/OANN/status/1446867392215216132
[2] https://twitter.com/DrEliDavid/status/1446570012966363146
[2] https://twitter.com/TheBabylonBee/status/1446898257817321475
[1] https://twitter.com/EWoodhouse7/status/1447557633645350918
[1] https://twitter.com/not_1_apology/status/1444048327922831360

Top URLs in Tweet in G6:
[6] https://twitter.com/POTUS/status/1446876360052551683
[3] https://gellerreport.com/2021/10/fraudulent-biden-lifts-sanctions-on-iranian-missile-producers.html/
[3] https://twitter.com/LangmanVince/status/1446797193650786310
[3] https://twitter.com/bennyjohnson/status/1446915718163927046
[3] https://twitter.com/CalltoActivism/status/1446870332468518918
[3] https://twitter.com/chipfranklin/status/1446871662910181377
[3] https://twitter.com/mmpadellan/status/1446902382646943744
[3] https://twitter.com/sasyecat/status/1446907057798537216
[2] https://twitter.com/laralogan/status/1447084872875614210
[2] https://nypost.com/2021/10/09/seattle-could-fire-40-of-police-force-over-vaccine-mandate/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons

Top URLs in Tweet in G7:
[2] https://www.theepochtimes.com/food-prices-hit-highest-level-in-a-decade_4040361.html
[1] https://twitter.com/langmanvince/status/1446797193650786310
[1] https://twitter.com/aliciasmith987/status/1446771153192767489
[1] https://twitter.com/magid1969/status/1446994022195662853

Top URLs in Tweet in G8:
[9] https://twitter.com/vincethetwin/status/1446863907281309703
[1] https://twitter.com/hstarshot/status/1446855774299377665
[1] https://johnpavlovitz.com/2021/05/10/why-im-never-putting-a-joe-biden-flag-on-my-truck/

Top URLs in Tweet in G9:
[47] https://www.youtube.com/watch?v=zTbxuY4bmEY&feature=youtu.be
[5] https://twitter.com/ScottyAmerica1/status/1446611346263613444
[4] https://twitter.com/LangmanVince/status/1446797193650786310
[4] https://nypost.com/2021/10/09/art-gallery-repping-hunter-biden-received-500k-covid-loan/?utm_campaign=iphone_nyp&utm_source=pasteboard_app
[2] https://twitter.com/SteveHiltonx/status/1446851601088401410
[2] https://twitter.com/zekejmiller/status/1446904061161349121
[2] https://twitter.com/ErrolWebber/status/1446679453170483205
[1] https://twitter.com/FoxNews/status/1446847921333231620
[1] https://twitter.com/mchooyah/status/1447294430629842946
[1] https://twitter.com/ProgIntl/status/1446435624639254568

Top URLs in Tweet in G10:
[11] https://johnpavlovitz.com/2021/05/10/why-im-never-putting-a-joe-biden-flag-on-my-truck/
[3] https://www.factcheck.org/2021/10/trumps-final-numbers/
[2] https://twitter.com/rsbnetwork/status/1447024821976674305
[2] https://twitter.com/johndotts4usa/status/1446908368266870786
[1] https://twitter.com/fxc3/status/1447051177481359363
[1] https://twitter.com/Meech85863701/status/1447054696112398340
[1] https://twitter.com/therightmelissa/status/1446897141536935941
[1] https://twitter.com/blackclover481/status/1446835062415269893
[1] https://twitter.com/Meech85863701/status/1447058479206838275
[1] https://twitter.com/meech85863701/status/1446551406433996812

Top Domains
Top Domains in Tweet in Entire Graph:
[1416] twitter.com
[273] airtime.pro
[157] youtube.com
[70] co.uk
[34] fiverr.com
[25] foxnews.com
[22] theepochtimes.com
[21] ctpost.com
[19] johnpavlovitz.com
[18] nypost.com

Top Domains in Tweet in G1:
[30] twitter.com
[7] johnpavlovitz.com
[6] scmp.com
[4] limbaugh2020.com
[3] newsweek.com
[1] bbc.com
[1] globalnews.ca
[1] commondreams.org
[1] co.uk
[1] youtube.com

Top Domains in Tweet in G2:
[273] twitter.com
[64] co.uk
[12] theepochtimes.com
[11] youtube.com
[11] foxnews.com
[7] snopes.com
[4] blackenterprise.com
[3] apnews.com
[2] rumble.com
[2] beckernews.com

Top Domains in Tweet in G3:
[295] twitter.com
[273] airtime.pro
[30] fiverr.com
[13] youtube.com
[13] interestoutfit.com
[9] etsy.com
[7] blogspot.com
[3] yahoo.com
[3] theepochtimes.com
[3] behance.net

Top Domains in Tweet in G4:
[30] twitter.com
[1] youtube.com
[1] therightscoop.com

Top Domains in Tweet in G5:
[33] twitter.com
[3] teespring.com
[1] theepochtimes.com
[1] co.uk

Top Domains in Tweet in G6:
[267] twitter.com
[14] gellerreport.com
[13] nypost.com
[7] foxnews.com
[7] breitbart.com
[4] clashdaily.com
[3] apnews.com
[3] youtube.com
[2] inprnt.com
[2] newyorker.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] theepochtimes.com

Top Domains in Tweet in G8:
[10] twitter.com
[1] johnpavlovitz.com

Top Domains in Tweet in G9:
[48] youtube.com
[26] twitter.com
[4] nypost.com
[2] foxnews.com
[1] thedesertreview.com
[1] saltmustflow.com

Top Domains in Tweet in G10:
[17] twitter.com
[11] johnpavlovitz.com
[3] factcheck.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18652] bidenisafailure
[1012] letsgobrandon
[700] enforcethesubpoenas
[460] bidenisalaughingstock
[404] biden
[397] bidendisaster
[333] fjb
[313] fjbiden
[304] trumprally
[273] piffradio



Top Hashtags in Tweet in G1:
[4361] bidenisafailure
[683] enforcethesubpoenas
[118] trumpisafailure
[25] magamorons
[13] bidenisasuccess
[13] saturdaymorning
[11] bidenisadisgrace
[11] letsgobrandon
[10] fjb
[9] bidenisalaughingstock

Top Hashtags in Tweet in G2:
[4547] bidenisafailure
[246] executiveprivilege
[223] bidenisalaughingstock
[218] bidendisaster
[177] letsgobrandon
[93] biden
[88] fjb
[44] buildbacknever
[44] fjbiden
[38] bidensamerica

Top Hashtags in Tweet in G3:
[1878] bidenisafailure
[273] piffradio
[67] letsgobrandon
[64] biden
[58] caturday
[37] fjb
[35] fjbiden
[34] bidendisaster
[30] bidenisalaughingstock
[28] fjoebiden

Top Hashtags in Tweet in G4:
[1117] bidenisafailure
[18] letsgobrandon
[16] snrtg
[16] alllivesmatter
[16] backtheblue
[16] supportourtroops
[16] thankgod
[16] pledgeofallegiance
[16] patriotsunite
[16] usa

Top Hashtags in Tweet in G5:
[907] bidenisafailure
[21] letsgobrandon
[10] fjbiden
[8] bidendisaster
[7] fjb
[6] fjoebiden
[6] bidenisalaughingstock
[5] bidenborderdisaster
[4] bidenisadisgrace
[4] bidenmustgo

Top Hashtags in Tweet in G6:
[1210] bidenisafailure
[93] bidendelivers
[62] obama
[59] biden
[59] letsgobrandon
[51] trumprally
[46] neverforgetjanuary6th
[37] maga
[37] fjb
[35] bidendisaster

Top Hashtags in Tweet in G7:
[455] bidenisafailure
[239] letsgobrandon
[64] afghanistandisaster
[1] democratsareadisaster
[1] bidenisadisaster
[1] fjbmovement
[1] fjoebiden
[1] trumpwon
[1] fjbiden

Top Hashtags in Tweet in G8:
[348] bidenisafailure
[53] bidenisasuccess
[5] trumpisafailure
[4] enforcethesubpoenas
[3] buildbackbetterrebate
[2] facts
[1] donaldtrump
[1] truestory
[1] sarcastic
[1] harrispickedtherightteam

Top Hashtags in Tweet in G9:
[372] bidenisafailure
[46] trumprally
[36] letsgobrandon
[23] trumpwon
[14] fbidismissedjan6
[12] trump2024
[9] american
[9] flag
[9] presidenttrump
[9] america

Top Hashtags in Tweet in G10:
[240] bidenisafailure
[32] joebiden
[30] trumprally
[25] biden
[24] bidenbordercrisis
[21] bidenisalaughingstock
[20] joebidenisadisgrace
[17] fjoebiden
[17] trumprallyiowa
[16] trump2024tosaveamerica

Top Words
Top Words in Tweet in Entire Graph:
[18665] #bidenisafailure
[4026] biden
[2299] president
[2298] trump
[2286] tfg
[1438] country
[1362] joe
[1288] trending
[1259] pass
[1135] followers

Top Words in Tweet in G1:
[4361] #bidenisafailure
[2202] tfg
[1831] president
[1409] biden
[1103] followers
[823] joe
[769] trending
[754] trump
[683] #enforcethesubpoenas
[611] being

Top Words in Tweet in G2:
[4547] #bidenisafailure
[984] biden
[495] man
[471] pass
[423] forced
[395] orange
[392] bad
[390] tried
[389] busy
[387] warn

Top Words in Tweet in G3:
[1879] #bidenisafailure
[274] playing
[273] #piffradio
[246] biden
[193] trump
[166] mp3
[119] people
[80] president
[80] trending
[71] failure

Top Words in Tweet in G4:
[1117] #bidenisafailure
[608] pass
[125] brandon
[124] go
[123] let's
[92] trump
[73] man
[65] tried
[65] warn
[65] busy

Top Words in Tweet in G5:
[907] #bidenisafailure
[677] biden
[638] country
[636] nightmare
[636] lawless
[636] tyrant
[71] pass
[26] go
[26] brandon
[25] president

Top Words in Tweet in G6:
[1217] #bidenisafailure
[174] trump
[132] nope
[129] crime
[127] century
[120] sec
[116] biden
[97] president
[93] #bidendelivers
[86] potus

Top Words in Tweet in G7:
[455] #bidenisafailure
[350] created
[239] #letsgobrandon
[192] country
[183] man
[176] one
[175] economic
[175] national
[175] security
[175] crisis

Top Words in Tweet in G8:
[347] #bidenisafailure
[122] trump
[109] democracy
[69] today
[66] broke
[65] yolk
[65] egg
[65] cooking
[55] kill
[54] thing

Top Words in Tweet in G9:
[373] #bidenisafailure
[69] trending
[48] big
[48] go
[48] brandon
[46] #trumprally
[42] lets
[39] #1
[38] america
[36] #letsgobrandon

Top Words in Tweet in G10:
[345] recount
[240] #bidenisafailure
[178] trump
[120] failure
[117] lie
[116] incite
[116] millions
[115] cheat
[115] sue
[115] intimidate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1255] joe,biden
[1106] tfg,followers
[1071] #bidenisafailure,trending
[932] #bidenisafailure,pass
[814] nightmare,country
[814] country,lawless
[814] lawless,tyrant
[814] tyrant,#bidenisafailure
[813] biden,nightmare
[760] donald,trump

Top Word Pairs in Tweet in G1:
[1076] tfg,followers
[817] joe,biden
[762] #bidenisafailure,trending
[600] better,president
[576] #bidenisafailure,trends
[564] donald,trump
[548] biden,infinitely
[548] infinitely,better
[548] president,tfg
[548] tfg,thought

Top Word Pairs in Tweet in G2:
[387] #bidenisafailure,tried
[387] tried,warn
[387] warn,busy
[387] busy,screaming
[387] screaming,orange
[387] orange,man
[387] man,bad
[261] pass,really
[261] really,28
[261] 28,#bidenisafailure

Top Word Pairs in Tweet in G3:
[273] #piffradio,#bidenisafailure
[166] mp3,#piffradio
[50] #bidenisafailure,trending
[37] joe,biden
[29] video,mp3
[22] #letsgobrandon,#bidenisafailure
[19] #bidenisafailure,#letsgobrandon
[19] #biden,#bidenisafailure
[19] #bidenisafailure,#biden
[18] go,brandon

Top Word Pairs in Tweet in G4:
[588] #bidenisafailure,pass
[124] go,brandon
[122] brandon,#bidenisafailure
[121] let's,go
[65] #bidenisafailure,tried
[65] tried,warn
[65] warn,busy
[65] busy,screaming
[65] screaming,orange
[65] orange,man

Top Word Pairs in Tweet in G5:
[636] biden,nightmare
[636] nightmare,country
[636] country,lawless
[636] lawless,tyrant
[636] tyrant,#bidenisafailure
[59] #bidenisafailure,pass
[26] go,brandon
[22] brandon,#bidenisafailure
[19] let's,go
[19] history,#bidenisafailure

Top Word Pairs in Tweet in G6:
[127] #bidenisafailure,nope
[127] crime,century
[93] nope,#bidendelivers
[75] #bidendelivers,crime
[60] sec,secblinken
[60] secblinken,far
[60] far,weakest
[60] weakest,sec
[60] sec,state
[60] state,wwii

Top Word Pairs in Tweet in G7:
[175] economic,national
[175] national,security
[175] security,crisis
[175] crisis,created
[175] created,one
[175] one,man
[175] man,completely
[175] completely,oblivious
[175] oblivious,unbelievable
[175] unbelievable,chaos

Top Word Pairs in Tweet in G8:
[65] yolk,egg
[65] egg,broke
[65] broke,today
[65] today,cooking
[65] cooking,#bidenisafailure
[55] kill,democracy
[53] thing,#bidenisafailure
[53] #bidenisafailure,destroying
[53] destroying,country
[53] country,democracy

Top Word Pairs in Tweet in G9:
[47] go,brandon
[42] lets,go
[39] #bidenisafailure,#1
[39] trending,lets
[38] #1,trending
[22] #bidenisafailure,trending
[22] #trumprally,#bidenisafailure
[20] #trumprally,#trumpwon
[19] #bidenisafailure,elected
[19] elected,installed

Top Word Pairs in Tweet in G10:
[115] #bidenisafailure,trump
[115] trump,cheat
[115] cheat,lie
[115] lie,sue
[115] sue,recount
[115] recount,intimidate
[115] intimidate,plead
[115] plead,recount
[115] recount,incite
[115] incite,terrorism

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@clockoutwars
@authorkimberley
@shesus__christ
@mailonline
@satcompatriot
@hstarshot
@jbishappy11
@joebiden
@catturd2

Top Replied-To in G1:
@clockoutwars
@authorkimberley
@jbishappy11
@david_leavitt
@analysthealth1
@angel_leigh
@avengerresister
@a_nhdoglover
@lory_farmer
@davidmweissman

Top Replied-To in G2:
@mailonline
@southwestair
@joebiden
@fuerniss
@countonkarma
@jbishappy11
@clockoutwars
@spiritairlines
@authorkimberley
@thedayct

Top Replied-To in G4:
@langmanvince
@ministryangels
@dailymail
@clockoutwars
@david_leavitt
@lory_farmer
@analysthealth1

Top Replied-To in G5:
@tidesend2021
@therightmelissa
@clownworld_
@woke_dad
@georgepapa19
@45rapekatiejohn

Top Replied-To in G6:
@potus
@foxnews
@tedcruz
@joebiden
@clockoutwars
@adambaldwin
@cawthornfornc
@bettybowers
@dstewart541
@viki__marie

Top Replied-To in G7:
@cov_gretchen
@leadermcconnell

Top Replied-To in G8:
@shesus__christ
@hstarshot
@imspeaking13
@carlosegates1
@kellda
@the__raven___
@osh_la_vie
@fetiyamohammed_
@hooligansfromco
@nhadgisava

Top Replied-To in G9:
@catturd2
@thehill
@pattyarquette
@jackposobiec
@papitrumpo
@mmhabitual
@dbongino
@dineshdsouza
@reutersfacts
@gop

Top Replied-To in G10:
@satcompatriot
@satcompatriot2
@seashells9196
@johnpavlovitz
@tdraicer
@cathygraphics2
@etherealariella
@divaflymusic
@ecozentro
@thomasc75030983

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@secblinken
@potus
@donaldjtrumpjr
@jjcarafano
@gop
@youtube
@bucksexton
@johnpavlovitz
@claytravis

Top Mentioned in G1:
@morning_joe
@joebiden
@potus
@jbishappy11
@clockoutwars
@vincethetwin
@donaldjtrumpjr
@s41000742
@mrbalam2020
@endoftheline06

Top Mentioned in G2:
@joebiden
@donaldjtrumpjr
@jjcarafano
@bucksexton
@gop
@claytravis
@southwestair
@potus
@foxnews
@fuerniss

Top Mentioned in G3:
@c_h_industries

Top Mentioned in G4:
@ministryangels
@dollmasternancy
@joebiden
@mailonline

Top Mentioned in G5:
@scottpresler
@artvalley818_
@saavyinvestr
@annvotedjoe
@sixpackjax

Top Mentioned in G6:
@secblinken
@potus
@joebiden
@nypost
@vp
@foxnews
@cnn
@presssec
@breitbartnews

Top Mentioned in G8:
@vincethetwin
@hstarshot
@mayoisspicyy
@pjbrand4
@imspeaking13
@cathygraphics2
@vp
@secondgentleman
@kismet61
@btsfans

Top Mentioned in G9:
@kurtschlichter
@catturd2
@madmimi3
@rsbnetwork
@papitrumpo
@cnn
@jackposobiec
@brianstelter
@potus
@thedaytonian937

Top Mentioned in G10:
@johnpavlovitz
@meech85863701
@satcompatriot
@chris04456337
@vincethetwin
@daniel67015345

Top Tweeters
Top Tweeters in Entire Graph:
@cagney1991
@lindaleeking
@britpoptarts
@jjauthor
@caligirlleftie
@southwestair
@patriotmarie
@washumom
@stockguy61
@thehill

Top Tweeters in G1:
@cagney1991
@britpoptarts
@washumom
@sudeepkhatri
@kak089
@wildwillow65
@marthalynneowe1
@denniskoch10
@jjj5819
@lavenderblue27

Top Tweeters in G2:
@caligirlleftie
@southwestair
@starcoreone02
@docwashburn
@rosatrunk
@beank511
@cbinflux
@michaelbarger1
@dianachic1
@adudefromnowere

Top Tweeters in G3:
@unknownneo
@purrpatrol
@mimitexasangel
@grammy620
@spencerkarter
@high4this20
@igneousidol
@jeremiasolmedo4
@_iloveshimsu
@likesmixednuts

Top Tweeters in G4:
@lindaleeking
@dclarediane
@mikedesai
@purpledalmation
@concernedhigh
@cherrybaysb
@raynengrace
@carolynd72355
@fedupwdemslies
@crt39437

Top Tweeters in G5:
@guruofallthings
@sigstarget
@mefbama
@wendydcoe
@21stcenturycrim
@ipsubnet0
@avibebert
@aukletqd
@autumnalbaby
@daweave

Top Tweeters in G6:
@princessbibirf_
@reuters
@rene_gadecowboy
@cnbc
@nytimes
@foxnews
@nypost
@washingtonpost
@rt_com
@abc

Top Tweeters in G7:
@patriotmarie
@guardian_elite
@powerglobalus
@catherine_riche
@calling12001
@evalb5
@sdreyse
@webb_carrie
@2thedogpound
@sunnyek

Top Tweeters in G8:
@stockguy61
@gpwriter
@solomankarl
@rosiem1919
@dian_simplethin
@holdawayian
@charlesmunn1
@bassher
@sharonmwinner
@annedeblois

Top Tweeters in G9:
@thehill
@blisstabitha
@mzee26
@kurtschlichter
@marketwatch
@lebontravel
@jerusalem_post
@queenofbaconz
@krandemirkollu2
@daveweigel

Top Tweeters in G10:
@astwisa
@graceslick77
@cathleenkucz
@royaleight
@ronsupportsyou
@queenbeeaxs
@shellitweetz
@michaelpacholek
@kymburleigh
@ebner_jane