#TrumpSlushFund, Twitter, 3/26/2020 11:36:16 PM, 223792


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#TrumpSlushFund_2020-03-26_10-16-48.xlsx
#TrumpSlushFund_2020-03-26_10-16-48.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 26, 2020
Short Description:
#TrumpSlushFund via NodeXL https://bit.ly/3akIS12
@realdonaldtrump
@strandjunker
@senschumer
@speakerpelosi
@hodgetwins
@joshstrange
@gop
@britpoptarts
@ioncorruption
@giftsandtalents

Top hashtags:
#trumpslushfund
#trumpliesamericansdie
#covid19
#senaterepublicans

Description:
Description
The graph represents a network of 15,417 Twitter users whose recent tweets contained "#TrumpSlushFund", 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, 26 March 2020 at 18:21 UTC.

The tweets in the network were tweeted over the 2-day, 16-hour, 34-minute period from Tuesday, 24 March 2020 at 00:39 UTC to Thursday, 26 March 2020 at 17:14 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 : 15417
Unique Edges : 22103
Edges With Duplicates : 3712
Total Edges : 25815
Number of Edge Types : 5
Tweet : 2319
Mentions : 4283
MentionsInRetweet : 4782
Replies to : 5399
Retweet : 9032
Self-Loops : 2422
Reciprocated Vertex Pair Ratio : 0.000824100357110155
Reciprocated Edge Ratio : 0.00164684354986276
Connected Components : 1179
Single-Vertex Connected Components : 848
Maximum Vertices in a Connected Component : 13673
Maximum Edges in a Connected Component : 23843
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.428542
Graph Density : 9.19768609443494E-05
Modularity : 0.677041
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 15,417 Twitter users whose recent tweets contained "#TrumpSlushFund", 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, 26 March 2020 at 18:21 UTC.

The tweets in the network were tweeted over the 2-day, 16-hour, 34-minute period from Tuesday, 24 March 2020 at 00:39 UTC to Thursday, 26 March 2020 at 17:14 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 : #TrumpSlushFund
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:
[57] https://www.rawstory.com/2020/03/americans-rage-against-gopslushfund-and-trumpslushfund-as-stimulus-bill-fails-for-second-time/
[54] https://twitter.com/JoyceWhiteVance/status/1242042975561101312?s=20
[54] https://twitter.com/ddale8/status/1242239785999241217
[32] https://twitter.com/RepAdamSchiff/status/1242255665151836161
[26] https://twitter.com/JoyAnnReid/status/1242170757708484615
[21] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[19] https://nymag.com/intelligencer/2020/03/trump-on-usd500-billion-slush-fund-ill-be-the-oversight.html
[19] https://twitter.com/mkraju/status/1242240610930765824
[19] https://twitter.com/Fahrenthold/status/1242227062028582915
[16] https://twitter.com/repadamschiff/status/1242255665151836161

Top URLs in Tweet in G1:
[2] https://twitter.com/RepAdamSchiff/status/1242255665151836161
[2] https://twitter.com/JoyAnnReid/status/1242170757708484615
[1] https://twitter.com/joycewhitevance/status/1242648229415661570
[1] https://twitter.com/waltshaub/status/1242467760602521601
[1] https://twitter.com/Emolclause/status/1242386125127331842
[1] https://twitter.com/CREWcrew/status/1242564381193494530
[1] https://twitter.com/RepKatiePorter/status/1242610583859593218
[1] https://www.rawstory.com/2020/03/americans-rage-against-gopslushfund-and-trumpslushfund-as-stimulus-bill-fails-for-second-time/
[1] https://twitter.com/kirstiealley/status/1242247422048382976
[1] https://twitter.com/realtuckfrumper/status/1242247337281572864

Top URLs in Tweet in G2:
[19] https://twitter.com/JoyAnnReid/status/1242170757708484615
[8] https://twitter.com/ddale8/status/1242239785999241217
[6] https://www.rawstory.com/2020/03/americans-rage-against-gopslushfund-and-trumpslushfund-as-stimulus-bill-fails-for-second-time/
[6] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[6] https://twitter.com/RepAdamSchiff/status/1242255665151836161
[5] https://twitter.com/mkraju/status/1242240610930765824
[4] https://twitter.com/JoyceWhiteVance/status/1242042975561101312?s=20
[2] https://www.rawstory.com/2020/03/ill-be-the-oversight-trump-vows-he-will-personally-oversee-500-billion-coronavirus-slush-fund/
[2] https://www.nytimes.com/2020/03/25/us/politics/virus-fineprint-stimulus-bill.html
[2] https://twitter.com/briantylercohen/status/1242152334202769408

Top URLs in Tweet in G3:
[47] https://twitter.com/JoyceWhiteVance/status/1242042975561101312?s=20
[6] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[3] https://twitter.com/therecount/status/1240043597434687489
[3] https://twitter.com/thomaskaine5/status/1242262141802930178
[2] https://twitter.com/auschwitzmuseum/status/1242375665967681537
[2] https://twitter.com/TheDailyEdge/status/1242554365535281154
[2] https://twitter.com/realDonaldTrump/status/1242432301885198337
[2] https://twitter.com/RepAdamSchiff/status/1242255665151836161
[2] https://www.washingtonpost.com/politics/trump-signals-growing-weariness-with-social-distancing-and-other-steps-advocated-by-health-officials/2020/03/23/0920ea0a-6cfc-11ea-a3ec-70d7479d83f0_story.html
[2] https://twitter.com/PaulaReidCBS/status/1242239857390387200

Top URLs in Tweet in G4:
[2] http://act.boldprogressives.org/survey/petition_covid19_bailouts/?source=TW-signers
[1] https://twitter.com/politvidchannel/status/1242812489206657024
[1] https://twitter.com/RojoRurba002/status/1242236947344633861
[1] https://twitter.com/erictrump/status/1240761439264145409
[1] https://twitter.com/realdonaldtrump/status/1242432301885198337
[1] https://twitter.com/erictrump/status/1242056746274881536
[1] https://twitter.com/rachelbovard/status/1242116258834845710
[1] https://twitter.com/Baligubadle1/status/1242245840921600000
[1] https://twitter.com/barr_chicken/status/1242246130559320064
[1] https://twitter.com/MSNBC/status/1242330825846337538

Top URLs in Tweet in G5:
[16] https://twitter.com/ddale8/status/1242239785999241217
[13] https://twitter.com/RepAdamSchiff/status/1242255665151836161
[9] https://twitter.com/mkraju/status/1242240610930765824
[9] https://twitter.com/gtconway3d/status/1242272370934648839
[7] https://twitter.com/repadamschiff/status/1242255665151836161
[6] https://twitter.com/realdonaldtrump/status/1242432301885198337
[5] https://twitter.com/kurteichenwald/status/1242197100814831616
[4] https://twitter.com/Fahrenthold/status/1242227062028582915
[4] https://twitter.com/MrDarkWolfe/status/1242260854935965696
[4] https://twitter.com/Strandjunker/status/1242152270021767174

Top URLs in Tweet in G6:
[2] https://twitter.com/GovPritzker/status/1242223596807872514
[2] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[2] https://open.spotify.com/track/1HjQ6Z91ydld5fATaJ9mIn?si=hKkWUn7xRK-GJRBlbmr5Qg
[2] https://twitter.com/Fahrenthold/status/1242227062028582915
[2] https://twitter.com/witcherbitch100/status/1242425960936476672
[1] https://twitter.com/renato_mariotti/status/1242929529494134784
[1] https://twitter.com/SenDuckworth/status/1242484389042413568
[1] https://twitter.com/marlamilling/status/1242233547043360776
[1] https://twitter.com/JuliaDavisNews/status/1242847927363567619
[1] https://twitter.com/WhiteHouse/status/1242246957290196992

Top URLs in Tweet in G7:
[7] https://www.rawstory.com/2020/03/americans-rage-against-gopslushfund-and-trumpslushfund-as-stimulus-bill-fails-for-second-time/
[6] https://www.dailymail.co.uk/news/article-8144723/amp/Testing-blunders-crippled-US-response-coronavirus-spread.html?__twitter_impression=true
[5] https://amp.kansascity.com/news/coronavirus/article241408856.html
[4] https://twitter.com/JoyAnnReid/status/1242170757708484615
[2] https://twitter.com/nahaltoosi/status/1242967506463199237
[1] https://twitter.com/56blackcat/status/1242344581028622336
[1] https://www.nytimes.com/2020/03/23/us/coronavirus-texas-ohio-abortion.html
[1] https://twitter.com/mkraju/status/1241899836011675650
[1] https://twitter.com/SethAbramson/status/1242216309527642117
[1] https://twitter.com/Milbank/status/1242256757562281985

Top URLs in Tweet in G8:
[1] https://twitter.com/Trump/status/1233467570012987397
[1] https://www.npr.org/2020/03/24/820638577/how-to-save-us-from-a-recession-ideas-from-5-of-the-worlds-smartest-economists
[1] https://twitter.com/danielsgoldman/status/1241827122001457159
[1] https://www.youtube.com/watch?v=XBquSrErhps&feature=youtu.be

[1] https://twitter.com/eugenegu/status/1242484654059302912
[1] https://twitter.com/themissingdoc/status/1242267580095549440
[1] https://twitter.com/nygovcuomo/status/1242477029083295746
[1] https://twitter.com/truefactsstated/status/1242478248522657793
[1] https://twitter.com/scarletavengers/status/1242132933864980488
[1] https://twitter.com/DoYouEvenLIf/status/1242282084670021639

Top URLs in Tweet in G10:
[1] https://twitter.com/dvillella/status/1242464663289253892
[1] https://twitter.com/JRehling/status/1243002338354200577
[1] https://www.epi.org/publication/ceo-compensation-2018/
[1] https://twitter.com/Al_Solzhenitsyn/status/1242155112090435588
[1] https://twitter.com/Fahrenthold/status/1242781384239972354
[1] https://twitter.com/masslady06/status/1242210966730874881
[1] https://twitter.com/dvillella/status/1242435137448685571
[1] https://twitter.com/Ken_the_Trog/status/1242289816282128385
[1] https://twitter.com/MotherJones/status/1242970103366455302
[1] https://twitter.com/ewarren/status/1242530564713955328

Top Domains
Top Domains in Tweet in Entire Graph:
[1737] twitter.com
[87] rawstory.com
[56] youtube.com
[27] nytimes.com
[23] nymag.com
[23] washingtonpost.com
[13] apple.news
[13] boldprogressives.org
[12] businessinsider.com
[11] yahoo.com

Top Domains in Tweet in G1:
[15] twitter.com
[1] rawstory.com

Top Domains in Tweet in G2:
[298] twitter.com
[11] rawstory.com
[5] nytimes.com
[3] youtube.com
[3] washingtonpost.com
[2] vox.com
[2] alternet.org
[2] theguardian.com
[2] politico.com
[2] dailykos.com

Top Domains in Tweet in G3:
[203] twitter.com
[9] washingtonpost.com
[6] rawstory.com
[4] trib.al
[3] businessinsider.com
[2] apple.news
[2] youtube.com
[1] the-sun.com
[1] defenseone.com
[1] esquire.com

Top Domains in Tweet in G4:
[22] twitter.com
[2] boldprogressives.org
[1] nytimes.com

Top Domains in Tweet in G5:
[537] twitter.com
[10] nytimes.com
[9] youtube.com
[9] apple.news
[9] rawstory.com
[7] washingtonpost.com
[5] yahoo.com
[5] businessinsider.com
[3] apnews.com
[3] twitch.tv

Top Domains in Tweet in G6:
[141] twitter.com
[2] yahoo.com
[2] spotify.com
[1] thehill.com
[1] reverbnation.com
[1] politico.com
[1] are.an
[1] fox10phoenix.com
[1] salon.com
[1] politicususa.com

Top Domains in Tweet in G7:
[25] twitter.com
[8] rawstory.com
[6] co.uk
[5] kansascity.com
[1] nytimes.com
[1] politicususa.com
[1] politico.com

Top Domains in Tweet in G8:
[9] twitter.com
[1] npr.org
[1] youtube.com
[1] vanityfair.com

Top Domains in Tweet in G10:
[34] twitter.com
[1] epi.org
[1] theweek.com
[1] motherjones.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9831] trumpslushfund
[1870] trumpliesamericansdie
[1199] covid19
[726] senaterepublicans
[685] trumpvirus
[651] slushfund
[621] gopslushfund
[459] coronavirus
[401] trumpviruscoverup
[325] corporatewelfare



Top Hashtags in Tweet in G1:
[53] trumpslushfund
[4] trumpliesamericansdie
[3] trumpvirus
[2] trumpwantsusdead
[2] trumpisanationalsecuritythreat
[2] notdyingforwallstreet
[2] whereisfauci
[2] gopslushfund
[2] trumpliespeopledie
[2] covid19

Top Hashtags in Tweet in G2:
[2008] trumpslushfund
[235] trumpliesamericansdie
[149] gopslushfund
[114] trumpviruscoverup
[85] trump
[80] trumpvirus
[77] covid19
[72] gopbailoutscam
[68] moscowmitchslushfund
[67] corporatewelfare

Top Hashtags in Tweet in G3:
[1339] trumpslushfund
[452] trumpliesamericansdie
[186] trumpvirus
[122] covid19
[90] trumpviruscoverup
[80] coronavirus
[67] trumpliesaboutcoronavirus
[63] notdying4wallstreet
[61] trumpistheworstpresidentever
[53] gopslushfund

Top Hashtags in Tweet in G4:
[114] trumpslushfund
[30] covid19
[21] hottake
[15] trumpliesamericansdie
[10] corporatewelfare
[6] trumpvirus
[5] gopslushfund
[4] votebymail
[4] china
[4] profit

Top Hashtags in Tweet in G5:
[1050] trumpslushfund
[267] trumpliesamericansdie
[114] covid19
[94] trumpvirus
[85] coronavirus
[56] covidー19
[56] trump
[47] trumpliesaboutcoronavirus
[41] gopslushfund
[40] covidactnow

Top Hashtags in Tweet in G6:
[726] trumpslushfund
[270] trumpliesamericansdie
[144] gopslushfund
[108] trumptheworstpresidentever
[84] trumpvirus
[74] trumpplague2020
[73] trumpdeathpanels
[46] gopdeathpanels
[42] trumpliesaboutcoronavirus
[41] presidentkevorkian

Top Hashtags in Tweet in G7:
[386] trumpslushfund
[110] nancypelosi
[89] moscowmitchmcconnell
[63] trumpliesamericansdie
[13] trump
[11] trumpplague
[11] gopslushfund
[11] trumpviruscoverup
[10] grandparentsshould
[10] trumpliespeopledie

Top Hashtags in Tweet in G8:
[569] senaterepublicans
[478] covid19
[49] trumpslushfund
[15] democratshateamerica
[13] senatedemocrats
[6] covidー19
[5] trump
[5] trumpliesamericansdie
[3] coronavirus
[3] notdying4wallstreet

Top Hashtags in Tweet in G9:
[563] trumpslushfund
[563] slushfund

Top Hashtags in Tweet in G10:
[425] trumpslushfund
[66] trumpliesamericansdie
[32] covid19
[30] trumpcrimefamily
[29] covidiots
[25] trumpvirus
[25] covidー19
[23] gopslushfund
[21] notdying4wallstreet
[19] trumpistheworstpresidentever

Top Words
Top Words in Tweet in Entire Graph:
[14678] Words in Sentiment List#1: Positive
[26780] Words in Sentiment List#2: Negative
[183] Words in Sentiment List#3: Angry/Violent
[512980] Non-categorized Words
[554438] Total Words
[18656] #trumpslushfund
[3621] trump
[2775] bill
[2682] dumb
[2658] realdonaldtrump

Top Words in Tweet in G1:
[2032] #trumpslushfund
[1983] 000
[1964] kids
[1964] going
[1961] please
[1961] agree
[1961] experiment
[1961] having
[1961] dumb
[1961] tv

Top Words in Tweet in G2:
[3044] #trumpslushfund
[917] trump
[751] people
[591] #gopslushfund
[590] gop
[567] need
[498] help
[484] money
[462] billion
[427] speakerpelosi

Top Words in Tweet in G3:
[2106] #trumpslushfund
[1644] realdonaldtrump
[636] #trumpliesamericansdie
[597] cases
[589] deaths
[272] trump
[237] 500
[236] billion
[230] #trumpvirus
[219] people

Top Words in Tweet in G4:
[1446] #trumpslushfund
[1375] senschumer
[1299] vote
[1272] pelosi
[1272] down
[1271] bill
[1270] americans
[1270] last
[1270] weak
[1269] senate

Top Words in Tweet in G5:
[1060] #trumpslushfund
[269] #trumpliesamericansdie
[161] trump
[117] #covid19
[95] #trumpvirus
[92] people
[87] #coronavirus
[60] money
[57] #trump
[56] #covidー19

Top Words in Tweet in G6:
[929] #trumpslushfund
[371] #trumpliesamericansdie
[315] realdonaldtrump
[238] trump
[171] #gopslushfund
[150] trump's
[122] #trumptheworstpresidentever
[114] whitehouse
[113] foxnews
[99] gop

Top Words in Tweet in G7:
[904] #trumpslushfund
[552] trump
[429] trying
[270] mnuchin
[249] families
[232] pandemic
[229] billion
[223] 500
[222] make
[221] save

Top Words in Tweet in G8:
[678] #trumpslushfund
[576] #senaterepublicans
[493] #senatedemocrats
[492] right
[491] #democratshateamerica
[491] americans
[490] believe
[488] #covid19
[487] dumb
[487] need

Top Words in Tweet in G9:
[565] bill
[565] #trumpslushfund
[563] democrats
[563] block
[563] stimulus
[563] uses
[563] pandemic
[563] leverage
[563] #slushfund
[2] senate

Top Words in Tweet in G10:
[588] #trumpslushfund
[189] trump
[132] money
[121] hotels
[90] #trumpliesamericansdie
[90] election
[86] realdonaldtrump
[76] one
[76] 500
[76] billion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2142] president,going
[2141] well,#trumpslushfund
[2140] sexual,assault
[2139] please,agree
[2139] agree,experiment
[2139] experiment,having
[2139] having,dumb
[2139] dumb,tv
[2139] tv,host
[2139] host,shady

Top Word Pairs in Tweet in G1:
[1961] please,agree
[1961] agree,experiment
[1961] experiment,having
[1961] having,dumb
[1961] dumb,tv
[1961] tv,host
[1961] host,shady
[1961] shady,estate
[1961] estate,developer
[1961] developer,government

Top Word Pairs in Tweet in G2:
[296] 500,billion
[250] #gopslushfund,#trumpslushfund
[224] take,responsibility
[216] cruise,lines
[205] slush,fund
[184] help,people
[169] #trumpslushfund,#gopslushfund
[160] #trumpslushfund,#bailoutpeoplenotcorporations
[148] big,corporations
[147] steve,mnuchin

Top Word Pairs in Tweet in G3:
[260] #trumpliesamericansdie,#trumpslushfund
[227] 500,billion
[218] #trumpslushfund,#trumpliesamericansdie
[192] realdonaldtrump,let's
[192] let's,look
[192] look,countries
[192] countries,borders
[192] borders,shall
[192] shall,41
[192] 41,026

Top Word Pairs in Tweet in G4:
[1269] senate,worked
[1269] worked,weekend
[1269] weekend,negotiate
[1269] negotiate,bill
[1269] bill,assist
[1269] assist,americans
[1269] americans,pelosi
[1269] pelosi,flies
[1269] flies,last
[1269] last,night

Top Word Pairs in Tweet in G5:
[146] #trumpliesamericansdie,#trumpslushfund
[51] #trumpslushfund,#trumpliesamericansdie
[36] #trumpslushfund,#trumpvirus
[25] slush,fund
[25] 500,billion
[23] #trumpslushfund,#covid19
[23] #trumpvirus,#trumpslushfund
[18] #coronavirus,#trumpslushfund
[18] #covid19,#trumpslushfund
[18] #trumpslushfund,#trumppandemic

Top Word Pairs in Tweet in G6:
[165] #trumpliesamericansdie,#trumpslushfund
[98] #trumpslushfund,#trumpliesamericansdie
[82] #trumpslushfund,#trumptheworstpresidentever
[75] death,panels
[73] susan,collins
[73] trump,going
[73] #trumptheworstpresidentever,#trumpplague2020
[73] #trumpplague2020,#trumpdeathpanels
[73] #trumpdeathpanels,#gopslushfund
[72] dr,fauci

Top Word Pairs in Tweet in G7:
[255] trump,mnuchin
[223] 500,billion
[196] billion,#trumpslushfund
[147] mnuchin,already
[147] already,handed
[147] handed,major
[147] major,corporations
[147] corporations,massive
[147] massive,tax
[147] tax,break

Top Word Pairs in Tweet in G8:
[476] #senaterepublicans,lied
[476] lied,#covid19
[476] #covid19,threat
[476] threat,sold
[476] sold,stock
[476] stock,tried
[476] tried,give
[476] give,bailouts
[476] bailouts,corporate
[476] corporate,overlords

Top Word Pairs in Tweet in G9:
[563] democrats,block
[563] block,stimulus
[563] stimulus,bill
[563] bill,uses
[563] uses,pandemic
[563] pandemic,leverage
[563] leverage,#trumpslushfund
[563] #trumpslushfund,#slushfund
[2] senate,worked
[2] worked,weekend

Top Word Pairs in Tweet in G10:
[76] 500,billion
[51] 500billion,#trumpslushfund
[47] re,election
[42] #trumpslushfund,one
[40] #trumpliesamericansdie,#trumpslushfund
[32] trump,hotels
[26] #trumpslushfund,#trumpliesamericansdie
[26] #trumpslushfund,#covidactnow
[25] trump,desperate
[25] desperate,hotels

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@mittromney
@gop
@whitehouse
@lindseygrahamsc
@senatorloeffler
@johncornyn
@senatemajldr
@repadamschiff
@ddale8

Top Replied-To in G1:
@realdonaldtrump
@nathantbernard
@johnmtalmadgemd
@reprussfulcher
@unfollowtrump

Top Replied-To in G2:
@realdonaldtrump
@senatorloeffler
@lindseygrahamsc
@mittromney
@senatemajldr
@johncornyn
@lesleyabravanel
@gop
@acosta
@gopleader

Top Replied-To in G3:
@realdonaldtrump
@pappiness
@fahrenthold
@gop
@kirstiealley
@joncoopertweets
@brandonbeckham_
@whitehouse
@kayleighmcenany
@senatemajldr

Top Replied-To in G4:
@jdoveyk
@repdougcollins
@realdonaldtrump
@scotttparkinson
@senschumer
@maybeames
@sph_7
@mcuban
@johncornyn
@cillizzacnn

Top Replied-To in G5:
@arnoldvinkeperu
@sharondbrink1

Top Replied-To in G6:
@realdonaldtrump
@whitehouse
@juddpdeere45
@gop
@washingtonpost
@trumpwarroom
@joebiden
@daviddunn177
@abc
@lawrence

Top Replied-To in G7:
@forwardarc
@atrupar
@girlsreallyrule
@swampdrainnow
@jdawsey1
@aliasvaughn
@adamcc75
@philiprucker
@diamondsnjeans
@smilemorefolks

Top Replied-To in G8:
@nytpolitics
@safetypindaily
@marksimoneny
@erictrump
@stbluvoter
@therightwingm
@jddoug
@marshablackburn
@mittromney
@realdonaldtrump

Top Replied-To in G10:
@marshablackburn
@donaldjtrumpjr
@ivankatrump
@erictrump
@realdonaldtrump
@mittromney
@caslernoel
@sadiesocksjake
@nightlypolitics
@gtconway3d

Top Mentioned
Top Mentioned in Entire Graph:
@senschumer
@realdonaldtrump
@speakerpelosi
@gop
@senatemajldr
@foxnews
@senategop
@msnbc
@potus
@senatedems

Top Mentioned in G1:
@speakerpelosi
@realdonaldtrump
@senatemajldr
@gop

Top Mentioned in G2:
@speakerpelosi
@gop
@realdonaldtrump
@senatemajldr
@senschumer
@senategop
@senatedems
@gopleader
@lindseygrahamsc
@potus

Top Mentioned in G3:
@realdonaldtrump
@gop
@stevenmnuchin1
@foxnews
@speakerpelosi
@senatemajldr
@potus
@senategop
@oann
@bdomenech

Top Mentioned in G4:
@senschumer
@speakerpelosi
@brespolitico
@alicia_smith19
@gillibrandny
@tjwaggoner
@johncornyn
@ttillmn
@cdcgov
@realdonaldtrump

Top Mentioned in G6:
@realdonaldtrump
@foxnews
@msnbc
@cnn
@whitehouse
@nytimes
@nygovcuomo
@mike_pence
@gop
@gavinnewsom

Top Mentioned in G7:
@speakerpelosi
@huffpostpol
@peterdaou
@realdonaldtrump
@bhight3
@donaldjtrumpjr
@repjerrynadler
@repmaloney
@baddcompani
@forwardarc

Top Mentioned in G8:
@speakerpelosi
@gop
@cindymundell
@chuckgrassley
@xenophrenia
@trevornoah
@eralpatky
@nytimes
@whitehouse
@realdonaldtrump

Top Mentioned in G9:
@senschumer

Top Mentioned in G10:
@realdonaldtrump
@donaldjtrumpjr
@ivankatrump
@dbongino
@potus
@realjameswoods
@dilaraesengil
@qblueskyq
@sassyq18
@chhr01

Top Tweeters
Top Tweeters in Entire Graph:
@barntiques859
@alllibertynews
@monicasloves
@solutioneer72
@mattmurph24
@cagney1991
@sharneal
@ez4u2say_janis
@cherokeesher2
@thepoliticalcat

Top Tweeters in G1:
@cherokeesher2
@washumom
@davidbewart
@flipthescript8
@purplegarter1
@chriskirouac
@bluedillygal
@cmpnwtr
@paulmick
@sabulosaa

Top Tweeters in G2:
@britpoptarts
@yarosisnancy
@mayirmamay14
@joni_looking
@guardian
@mastaofmp3s
@petty_marshall
@walmart
@cwharlow
@tadrow

Top Tweeters in G3:
@inspiteoftrump
@patriotmarie
@theresamax
@bethsinniresist
@jodotcom
@hockeyfangirl12
@cotey_mary
@charluv2011
@cmarpa
@summer7570

Top Tweeters in G4:
@sharneal
@jjauthor
@jver1
@babysgramma
@inabsentia9
@openletterbot
@usatopguns
@tia6sc
@hawaiibobb
@friendlyjmc

Top Tweeters in G5:
@ez4u2say_janis
@padakitty
@5b20be6386164f8
@gumboqueen3030
@inglamwetrust
@pdp00000001
@chelleb36
@dc4hope
@carolk47
@tawnivixen

Top Tweeters in G6:
@b1e56df9ce6549f
@actdontreact
@mykillysoul
@hijcp
@cberrl
@asmith702
@betseybess
@cunningham_cch
@foxnews
@ecwpunk81

Top Tweeters in G7:
@manmet80
@bannerite
@russelltim151
@madanabhat
@windmillcharger
@betterw05759703
@bistycsross
@afaduln2
@teram323tere
@freeandclear1

Top Tweeters in G8:
@cindy_52s
@riskyliberal
@gpwriter
@briangrnotabot
@safetypindaily
@joanisparkles
@michelejeanson1
@shareitarie10
@drwavesportcd1
@cocopazzo

Top Tweeters in G9:
@debrammason1
@mkues65
@dianabialkowski
@helloteamtrump
@tigcook
@aliatra1968
@claralkatzenmai
@janmareesmith2
@love_on70
@kadajoza

Top Tweeters in G10:
@cagney1991
@debilu2
@grandpooba5440
@markfromhalsey
@jamierodr14
@dcexaminer
@alley167
@gracecourtwrig3
@aziegler
@masg66