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#GOPDeathPanels_2020-03-24_09-02-09.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
March 24, 2020
Short Description:
#GOPDeathPanels via NodeXL https://bit.ly/2y6OC05
@girlsreallyrule
@gop
@realdonaldtrump
@middleageriot
@craigrozniecki
@audeo03
@nboatr1
@danpatrick
@aynrandpaulryan
@fiverights

Top hashtags:
#gopdeathpanels
#notdying4wallstreet
#covid19
#notdyingforwallstreet

Description:
Description
The graph represents a network of 8,410 Twitter users whose recent tweets contained "#GOPDeathPanels", 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 Tuesday, 24 March 2020 at 17:40 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 22-minute period from Monday, 16 March 2020 at 22:50 UTC to Tuesday, 24 March 2020 at 16:13 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 : 8410
Unique Edges : 15368
Edges With Duplicates : 2095
Total Edges : 17463
Number of Edge Types : 5
Replies to : 3000
Retweet : 8174
MentionsInRetweet : 3191
Tweet : 1690
Mentions : 1408
Self-Loops : 1700
Reciprocated Vertex Pair Ratio : 0.00214405360134003
Reciprocated Edge Ratio : 0.00427893294109781
Connected Components : 813
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 7332
Maximum Edges in a Connected Component : 16301
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.920428
Graph Density : 0.000211496967817591
Modularity : 0.549645
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 8,410 Twitter users whose recent tweets contained "#GOPDeathPanels", 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 Tuesday, 24 March 2020 at 17:40 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 22-minute period from Monday, 16 March 2020 at 22:50 UTC to Tuesday, 24 March 2020 at 16:13 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 : #GOPDeathPanels
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:
[134] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[20] https://twitter.com/MollyJongFast/status/1242425231395958784
[14] https://twitter.com/axios/status/1242263717418434561
[13] https://twitter.com/girlsreallyrule/status/1242442540214824960
[12] https://talkingpointsmemo.com/dc/congress-experiments-with-millions-of-people-by-nuking-the-ocare-mandate
[11] https://twitter.com/realDonaldTrump/status/1242455267603877894
[10] https://twitter.com/DadoftheDecade/status/1242432148054913024
[8] https://twitter.com/realdonaldtrump/status/1242455267603877894
[8] https://twitter.com/CraigRozniecki/status/1242452095980253185
[8] https://twitter.com/waltshaub/status/1242430707886108673

Top URLs in Tweet in G1:
[16] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[5] https://twitter.com/axios/status/1242263717418434561
[4] https://twitter.com/waltshaub/status/1242430707886108673
[4] https://twitter.com/MollyJongFast/status/1242425231395958784
[3] https://www.youtube.com/watch?v=D-M9AM_TvIg&feature=youtu.be

[2] https://mobile.twitter.com/CraigRozniecki/status/1242460430691418113
[2] https://twitter.com/davidcorndc/status/1242432701464002562
[2] https://twitter.com/girlsreallyrule/status/1242442540214824960
[2] https://twitter.com/TexasTribune/status/1242267895704563717
[2] https://twitter.com/realDonaldTrump/status/1242455267603877894

Top URLs in Tweet in G2:
[64] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[15] https://twitter.com/MollyJongFast/status/1242425231395958784
[9] https://twitter.com/DadoftheDecade/status/1242432148054913024
[5] https://twitter.com/susie_meister/status/1242258495501553664
[3] https://twitter.com/Lee_in_Iowa/status/1242222048761520129
[3] https://twitter.com/girlsreallyrule/status/1242442540214824960
[2] https://twitter.com/Dona_Sweetly/status/1242429743028301834
[2] https://twitter.com/renie_mc/status/1242289672501501953
[2] https://twitter.com/VicStoddard/status/1242439330485936128
[2] https://twitter.com/realdonaldtrump/status/1242455267603877894

Top URLs in Tweet in G3:
[2] https://twitter.com/CraigRozniecki/status/1242452095980253185
[1] https://twitter.com/gdfuego/status/1242453082941816832
[1] https://twitter.com/Sybil4America/status/1242476350205841409
[1] https://www.axios.com/trump-coronavirus-restrictions-weeks-708359f5-c1d7-47af-a4eb-b14b4cf9c998.html
[1] https://www.nytimes.com/2020/03/24/us/coronavirus-texas-patrick-abbott.html?fbclid=IwAR1TQtya9QGfo2MO7A-uK5XAtujMvjXWwuRhSuOJvdWuAkgKrR9e6Mb99zc
[1] https://nypost.com/2020/03/23/republicans-want-a-lifeline-democrats-want-to-remake-the-country/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://twitter.com/yogaskidogs/status/1242466221779333120
[1] https://twitter.com/rbreich/status/1242469728183967746
[1] https://twitter.com/ndrew_lawrence/status/1242245135129346050?s=20
[1] https://twitter.com/ibiegen/status/1242460609913839617

Top URLs in Tweet in G4:
[30] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[6] https://twitter.com/axios/status/1242263717418434561
[5] https://twitter.com/girlsreallyrule/status/1242442540214824960
[3] https://twitter.com/tcapotesashes/status/1242435897506832385
[3] https://twitter.com/nbcnews/status/1242349202056916992
[3] https://twitter.com/middleageriot/status/1242443122241609729
[3] https://twitter.com/CraigRozniecki/status/1242452095980253185
[3] https://twitter.com/realdonaldtrump/status/1242455267603877894
[3] https://twitter.com/realDonaldTrump/status/1242455267603877894
[2] https://twitter.com/maxwelltani/status/1242119326897000451

Top URLs in Tweet in G5:
[1] https://twitter.com/flicklaur/status/1242475529829339139
[1] https://twitter.com/saraheartburn/status/1242434172985184258
[1] https://twitter.com/CraigRozniecki/status/1242452095980253185
[1] https://twitter.com/Barnes_Law/status/1242456509721661443
[1] https://twitter.com/WSJ/status/1240322091351769096
[1] https://twitter.com/igorvolsky/status/1242170068387184640
[1] https://twitter.com/revrrlewis/status/1242416085082738694?s=20
[1] https://twitter.com/mystified2269/status/1242281844185407488
[1] https://twitter.com/hope012015/status/1242284787576029184
[1] https://twitter.com/joncoopertweets/status/1242289333664657410

Top URLs in Tweet in G6:
[4] https://twitter.com/realDonaldTrump/status/1242455267603877894
[3] https://twitter.com/adamparkhomenko/status/1242481863383552001
[1] https://twitter.com/jamilsmith/status/1242428664303632384
[1] https://twitter.com/CraigRozniecki/status/1242284368250507269
[1] https://www.forbes.com/sites/isabeltogoh/2020/03/24/texas-official-suggests-lots-of-grandparents-would-be-willing-risk-coronavirus-death-to-keep-economy-going/
[1] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[1] https://twitter.com/phyllissilver/status/1242440135158849536

Top URLs in Tweet in G7:
[4] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[2] https://twitter.com/atrupar/status/1242475250295726080
[2] https://thehill.com/opinion/finance/488906-coronavirus-reveals-financial-irresponsibility-of-americans?fbclid=IwAR0a_hH7DRWnZrMTI-9xWaHvxzd9JDQRKXA-v3PNpLTXkDw2teSuwUaKoOk&fbclid=IwAR3zksoWZb8EQbQXIRgU2hehnY01yHszeF9hhdKe8eQUtfaEsarPXQH5oxY
[2] https://twitter.com/ASlavitt/status/1242296834401468419
[2] https://twitter.com/secupp/status/1242286845821685761
[2] https://twitter.com/Frogerta/status/1242259931392139264
[1] https://www.rawstory.com/2020/03/release-the-ventilators-gov-cuomo-publicly-begs-trump-to-stop-hoarding-20000-ventilators/?utm_source=push_notifications
[1] https://www.gqmiddleeast.com/culture/is-the-coronavirus-lockdown-actually-healing-the-planet
[1] https://politicaltribune.org/woman-whose-husband-died-after-ingesting-chloroquine-seemingly-admits-they-took-drug-because-of-potus-trump-kept-saying-it-was-basically-pretty-much-a-cure/
[1] https://www.rawstory.com/2020/03/its-not-ebola-trump-supporters-flip-out-at-liz-cheney-after-she-pushes-back-on-plans-to-restart-economy/?utm_source=push_notifications

Top URLs in Tweet in G8:
[4] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[2] https://twitter.com/dnabrooks/status/1242455420524003329
[1] https://twitter.com/shawnhollenbach/status/1242479922540658691
[1] https://twitter.com/waltshaub/status/1242430707886108673
[1] https://twitter.com/eugenegu/status/1242456409666490369
[1] https://www.rollingstone.com/politics/politics-news/the-cure-not-worse-than-disease-971808/amp/?__twitter_impression=true
[1] https://twitter.com/thinkingdem/status/1242428099544920066
[1] https://twitter.com/Mary_Miskanis/status/1242437351365844994
[1] https://twitter.com/IAmBut1Voice/status/1242143225818820613
[1] https://twitter.com/coydogchris/status/1242435743839948800

Top URLs in Tweet in G9:
[1] https://twitter.com/ndrew_lawrence/status/1242245135129346050
[1] https://twitter.com/rndm_th8wts/status/1242451718278909953
[1] https://twitter.com/gopleader/status/1242448585020583941
[1] https://twitter.com/bdomenech/status/1242277101081964544
[1] https://twitter.com/EdgeCGroup/status/1242370441198649345
[1] https://twitter.com/DailyCaller/status/1242447335009013761

Top URLs in Tweet in G10:
[1] https://docs.google.com/document/d/1os3YJtmbeqSp2i8BEUSqJxp9oBTIy0CIC2mLMNV26oc/edit?usp=sharing
[1] https://twitter.com/Yamiche/status/1242475327550603264
[1] https://twitter.com/thehill/status/1242473999843708928
[1] https://twitter.com/JoyAnnReid/status/1242471756159426561
[1] https://twitter.com/atrupar/status/1242474170279133184
[1] https://twitter.com/MSignorile/status/1242229342194872321
[1] https://twitter.com/ScottMStedman/status/1242247921027837953
[1] https://twitter.com/RadicalRuss/status/1242250803961671680
[1] https://www.nytimes.com/2020/03/23/us/politics/coronavirus-trump-fauci.html
[1] https://www.nytimes.com/2020/03/23/opinion/coronavirus-hospital-shortage.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1082] twitter.com
[21] youtube.com
[12] talkingpointsmemo.com
[11] nytimes.com
[7] cnn.com
[7] axios.com
[5] rawstory.com
[4] huffpost.com
[4] washingtonpost.com
[4] theguardian.com

Top Domains in Tweet in G1:
[186] twitter.com
[7] youtube.com
[3] nytimes.com
[2] politicaltribune.org
[2] theguardian.com
[2] nbcnews.com
[2] electionopinions.com
[1] vanityfair.com
[1] usatoday.com
[1] marketwatch.com

Top Domains in Tweet in G2:
[195] twitter.com
[4] axios.com
[2] cnn.com
[2] youtube.com
[1] baltimoresun.com
[1] imgflip.com
[1] cnbc.com
[1] co.uk
[1] reuters.com
[1] dallasnews.com

Top Domains in Tweet in G3:
[11] twitter.com
[2] nytimes.com
[1] axios.com
[1] nypost.com
[1] washingtonpost.com
[1] huffpost.com

Top Domains in Tweet in G4:
[300] twitter.com
[6] youtube.com
[2] blogspot.com
[2] theguardian.com
[2] dailykos.com
[2] cnn.com
[1] yahoo.com
[1] politico.com
[1] apple.news
[1] nypost.com

Top Domains in Tweet in G5:
[11] twitter.com

Top Domains in Tweet in G6:
[11] twitter.com
[1] forbes.com

Top Domains in Tweet in G7:
[131] twitter.com
[3] thehill.com
[2] rawstory.com
[1] gqmiddleeast.com
[1] politicaltribune.org
[1] inquirer.com
[1] theatlantic.com
[1] vice.com
[1] yahoo.com
[1] commondreams.org

Top Domains in Tweet in G8:
[17] twitter.com
[1] rollingstone.com

Top Domains in Tweet in G9:
[6] twitter.com

Top Domains in Tweet in G10:
[10] twitter.com
[3] nytimes.com
[1] google.com
[1] insidehighered.com
[1] commondreams.org
[1] dailycaller.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6025] gopdeathpanels
[621] notdying4wallstreet
[322] covid19
[277] notdyingforwallstreet
[270] trumpliesamericansdie
[267] covididiots
[224] gopbetrayedamerica
[216] yougofirstgop
[180] gopcorruptionovercountry
[150] generalstrike



Top Hashtags in Tweet in G1:
[1024] gopdeathpanels
[119] notdying4wallstreet
[78] trumpliesamericansdie
[74] gopbetrayedamerica
[69] notdyingforwallstreet
[64] gopcorruptionovercountry
[53] covididiots
[50] gopslushfund
[40] gopbailoutscam
[40] covid19

Top Hashtags in Tweet in G2:
[1477] gopdeathpanels
[235] notdying4wallstreet
[133] yougofirstgop
[102] citizensunitedmustgo
[57] covid19
[46] gopfamilyvalues
[44] generalstrike
[43] trumppandemic
[33] covididiots
[32] notdyingforwallstreet

Top Hashtags in Tweet in G3:
[60] gopdeathpanels
[10] notdying4wallstreet
[5] yougofirstgop
[4] gopcorruptionovercountry
[4] gop
[3] notdyingforwallstreet
[3] covididiots
[3] gopbetrayedamerica
[3] trumpvirus
[2] covid19

Top Hashtags in Tweet in G4:
[751] gopdeathpanels
[82] notdying4wallstreet
[65] covid19
[53] notdyingforwallstreet
[43] covididiots
[42] trumpliesamericansdie
[41] coronavirus
[30] generalstrike
[24] gopbetrayedamerica
[20] reopenamerica

Top Hashtags in Tweet in G5:
[510] gopdeathpanels
[8] notdying4wallstreet
[6] trumpliesamericansdie
[4] yougofirstgop
[3] covid19
[3] covididiots
[2] notdyingforwallstreet
[2] republicansarekillingus
[2] ettd
[2] gopdeathpanelplan

Top Hashtags in Tweet in G6:
[96] gopdeathpanels
[9] notdying4wallstreet
[8] yougofirstgop
[6] notdyingforwallstreet
[3] dpanow
[3] trumpistheworstpresidentever
[2] trumpviruscoverup
[2] trumpliesamericansdie
[1] snark
[1] republicansarekillingus

Top Hashtags in Tweet in G7:
[483] gopdeathpanels
[73] thegopisnotprolife
[55] trumpliesamericansdie
[43] gopslushfund
[41] trumpslushfund
[37] notdying4wallstreet
[36] trumpdeathpanels
[35] trumptheworstpresidentever
[34] presidentkevorkian
[33] trumpplague2020

Top Hashtags in Tweet in G8:
[80] gopdeathpanels
[17] yougofirstgop
[12] notdying4wallstreet
[4] gopbailoutscam
[3] covid19
[3] coronavirus
[3] notdyingforwallstreet
[3] flatteningthecurve
[2] livetovoteblue
[1] humanityfirst

Top Hashtags in Tweet in G9:
[272] gopdeathpanels
[18] dncdeathpanels
[3] prolife
[1] moreliberalbullshit
[1] pathetic
[1] hypocritemorons
[1] nancychokeswhilepeoplegobroke
[1] democratsaredestroyingamerica
[1] plannedparenthood
[1] progressive

Top Hashtags in Tweet in G10:
[44] gopdeathpanels
[7] trumpliesamericansdie
[7] yougofirstgop
[6] notdying4wallstreet
[4] wherearetheventilators
[3] whereisfauci
[3] wherearethemasks
[3] wherearethetests
[3] tuesdaythoughts
[2] generalstrike

Top Words
Top Words in Tweet in Entire Graph:
[13220] Words in Sentiment List#1: Positive
[20465] Words in Sentiment List#2: Negative
[695] Words in Sentiment List#3: Angry/Violent
[348528] Non-categorized Words
[382213] Total Words
[13425] #gopdeathpanels
[4200] die
[3870] gop
[3128] trump
[2762] people

Top Words in Tweet in G1:
[2281] #gopdeathpanels
[1212] gop
[755] #notdying4wallstreet
[727] people
[700] realdonaldtrump
[641] going
[530] die
[409] back
[383] life
[376] grandparents

Top Words in Tweet in G2:
[4070] #gopdeathpanels
[1490] trump
[1280] die
[1219] economy
[1187] gop
[1039] people
[764] #notdying4wallstreet
[752] first
[708] lives
[623] back

Top Words in Tweet in G3:
[1255] #gopdeathpanels
[1169] die
[1154] willing
[1150] rich
[1150] people's
[1150] right
[1150] thing
[1149] shitty
[1149] job
[1149] grandkids

Top Words in Tweet in G4:
[751] #gopdeathpanels
[88] people
[82] #notdying4wallstreet
[65] #covid19
[54] die
[53] #notdyingforwallstreet
[51] trump
[47] life
[44] gop
[43] #covididiots

Top Words in Tweet in G5:
[644] #gopdeathpanels
[419] day
[417] republican
[414] think
[414] party
[414] sink
[414] lower
[414] next
[65] die
[64] back

Top Words in Tweet in G6:
[917] gop
[658] #gopdeathpanels
[628] die
[546] let's
[452] trump
[422] people's
[394] make
[390] lives
[381] risk
[363] back

Top Words in Tweet in G7:
[583] #gopdeathpanels
[81] make
[73] #thegopisnotprolife
[73] trend
[69] gop
[61] #trumpliesamericansdie
[61] trump
[60] #notdying4wallstreet
[47] die
[46] realdonaldtrump

Top Words in Tweet in G8:
[522] #gopdeathpanels
[352] #notdying4wallstreet
[345] back
[328] trump
[300] death
[298] panels
[297] hey
[282] america
[281] remember
[281] dan

Top Words in Tweet in G9:
[346] #gopdeathpanels
[280] usa
[214] hashtags
[209] lying
[144] party
[143] nothing
[142] well
[142] half
[141] best
[141] dems

Top Words in Tweet in G10:
[336] #gopdeathpanels
[244] #notdying4wallstreet
[217] go
[209] #generalstrike
[208] masks
[207] know
[206] ppe's
[206] donate
[206] sewing
[206] send

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1639] willing,die
[1590] right,thing
[1582] rich,people's
[1581] thing,#gopdeathpanels
[1580] die,shitty
[1580] shitty,job
[1580] job,rich
[1580] people's,grandkids
[1580] grandkids,minimal
[1580] minimal,interruptions

Top Word Pairs in Tweet in G1:
[411] #notdying4wallstreet,#gopdeathpanels
[331] gop,realdonaldtrump
[321] minimum,wage
[318] wall,street
[318] pro,life
[316] sacrifice,grandparents
[314] poor,people
[313] people,back
[312] grandparents,poor
[312] wage,benefits

Top Word Pairs in Tweet in G2:
[516] goes,first
[410] volunteer,die
[407] #notdying4wallstreet,#gopdeathpanels
[337] reopen,america
[324] death,panels
[295] die,economy
[273] wall,street
[265] pro,life
[264] #covididiots,#gopdeathpanels
[258] bellvisuals,goes

Top Word Pairs in Tweet in G3:
[1150] willing,die
[1149] die,shitty
[1149] shitty,job
[1149] job,rich
[1149] rich,people's
[1149] people's,grandkids
[1149] grandkids,minimal
[1149] minimal,interruptions
[1149] interruptions,lifestyles
[1149] lifestyles,right

Top Word Pairs in Tweet in G4:
[24] #notdying4wallstreet,#gopdeathpanels
[24] #gopdeathpanels,#notdying4wallstreet
[20] death,panels
[20] #gopdeathpanels,#notdyingforwallstreet
[18] pro,life
[16] #notdyingforwallstreet,#gopdeathpanels
[15] #covid19,#gopdeathpanels
[14] #gopdeathpanels,#trumpliesamericansdie
[13] #gopdeathpanels,#covid19
[11] #covididiots,#gopdeathpanels

Top Word Pairs in Tweet in G5:
[414] think,republican
[414] republican,party
[414] party,sink
[414] sink,lower
[414] lower,next
[414] next,day
[414] day,#gopdeathpanels
[53] willing,die
[53] die,shitty
[53] shitty,job

Top Word Pairs in Tweet in G6:
[381] people's,lives
[283] die,#gopdeathpanels
[274] make,more
[274] health,insurance
[274] open,country
[273] dems,let's
[273] let's,make
[273] more,people
[273] people,health
[273] insurance,gop

Top Word Pairs in Tweet in G7:
[73] #gopdeathpanels,#thegopisnotprolife
[72] #thegopisnotprolife,make
[72] make,trend
[45] #gopdeathpanels,#gopdeathpanels
[42] #gopslushfund,#gopdeathpanels
[34] #trumpliesamericansdie,#presidentkevorkian
[34] #presidentkevorkian,#trumpslushfund
[34] #trumpslushfund,#trumptheworstpresidentever
[34] #trumptheworstpresidentever,#trumpplague2020
[34] #trumpplague2020,#trumpdeathpanels

Top Word Pairs in Tweet in G8:
[329] #notdying4wallstreet,#gopdeathpanels
[298] death,panels
[281] dan,patrick
[278] hey,america
[278] america,remember
[278] remember,death
[278] panels,back
[278] back,time
[278] time,headed
[278] headed,trump

Top Word Pairs in Tweet in G9:
[138] #gopdeathpanels,lying
[138] lying,scumbag
[138] scumbag,hashtags
[138] hashtags,show
[138] show,party
[138] party,true
[138] true,enemy
[138] enemy,usa
[138] usa,together
[138] together,except

Top Word Pairs in Tweet in G10:
[207] #generalstrike,#gopdeathpanels
[206] ppe's,donate
[206] donate,sewing
[206] sewing,masks
[206] masks,know
[206] know,send
[206] send,please
[206] please,go
[206] go,resources
[206] resources,#notdying4wallstreet

Top Replied-To
Top Replied-To in Entire Graph:
@gop
@evanmcmullin
@bellvisuals
@realdonaldtrump
@danpatrick
@theradr
@liz_cheney
@msnbc
@ndrew_lawrence
@therickwilson

Top Replied-To in G1:
@gop
@evanmcmullin
@realdonaldtrump
@theplumlinegs
@joncoopertweets
@senatemajldr
@texastribune
@senatorloeffler
@owillis
@funder

Top Replied-To in G2:
@bellvisuals
@gop
@evanmcmullin
@theradr
@msnbc
@danpatrick
@realdonaldtrump
@kjw2001
@electricaeons
@liz_cheney

Top Replied-To in G3:
@girlsreallyrule
@sandy_know
@gop
@evanmcmullin
@travisgrantham
@realdonaldtrump
@davidjlynch
@repbuddycarter
@feedingtubepaul

Top Replied-To in G5:
@therickwilson
@gop
@leslieoo7
@middleageriot
@mollycrabapple
@woman_on_pause
@realdonaldtrump
@deanobeidallah
@deetsupreme
@jwgop

Top Replied-To in G6:
@gop
@realdonaldtrump
@joeysalads
@garlickid
@craigrozniecki
@phittermiller
@wobbles08

Top Replied-To in G7:
@danpatrick
@ndrew_lawrence
@realdonaldtrump
@nygovcuomo
@tedlieu
@feliciasonmez
@gop
@whitehouse
@postopinions
@steal_my_memes

Top Replied-To in G8:
@gop
@vagabondinglife
@markets
@lizrnc
@twinsfan811
@ginademiranda2
@minhtngo
@bellvisuals
@realdonaldtrump

Top Replied-To in G10:
@politicsreid
@gop
@olganyc1211
@lindacollins11
@radiofreetom
@ndrew_lawrence
@funder
@marcorubio
@blitz_burger

Top Mentioned
Top Mentioned in Entire Graph:
@gop
@realdonaldtrump
@danpatrick
@spiroagnewghost
@sentoomey
@senategop
@senatemajldr
@foxnews
@tuckercarlson
@housegop

Top Mentioned in G1:
@gop
@realdonaldtrump
@danpatrick
@sentoomey
@spiroagnewghost
@senategop
@senatemajldr
@housegop
@potus
@speakerpelosi

Top Mentioned in G2:
@gop
@realdonaldtrump
@danpatrick
@spiroagnewghost
@sentoomey
@foxnews
@tuckercarlson
@jodyhice
@hkrassenstein
@whitehouse

Top Mentioned in G3:
@gop
@danpatrick
@nypost
@realdonaldtrump
@chrislhayes
@spiroagnewghost
@sentoomey
@repgosar
@senmcsallyaz
@andybiggs4az

Top Mentioned in G4:

Top Mentioned in G5:
@realdonaldtrump
@therickwilson
@gop
@danpatrick
@joyannreid
@slaviclady88
@deanobeidallah
@byrdinator

Top Mentioned in G6:
@realdonaldtrump
@danpatrick
@gop
@overrhypocrissy
@stephen62369391
@craigrozniecki
@msnbc

Top Mentioned in G7:
@foxnews
@tuckercarlson
@realdonaldtrump
@gop
@danpatrick
@ltgovtx
@nygovcuomo
@gtconway3d
@danpatricktx
@whitehouse

Top Mentioned in G8:
@realdonaldtrump
@gop
@danpatrick
@lizrnc
@whitehouse
@sarahhuckabee
@cardigancorg
@weegee56
@an_eager_foil
@sdreyley

Top Mentioned in G9:
@speakerpelosi
@gop
@thedemocrats

Top Mentioned in G10:
@danpatrick
@jerryfalwelljr
@realdonaldtrump
@gop
@dailycaller
@marynlm
@christymowrer
@b3n5malljr

Top Tweeters
Top Tweeters in Entire Graph:
@jim_peoples_
@tvfacebot
@ez4u2say_janis
@cherokeesher2
@teshawnedmonds
@manmet80
@bannerite
@inspiteoftrump
@britpoptarts
@paxnostrum

Top Tweeters in G1:
@just_old_joe
@princessbravato
@betterw05759703
@prime_bee
@chholte
@phillygirl1441
@positivelyjoan
@kath2252
@lehigh389
@joanisparkles

Top Tweeters in G2:
@cherokeesher2
@cindy_52s
@eykis
@gpwriter
@nofascistlies
@journeyproducti
@bad_woof
@bmlewis2
@caffreyej
@masg66

Top Tweeters in G3:
@manmet80
@mayirmamay14
@phendricks71
@summer7570
@deathtocrazy
@kane007
@stbluvoter
@spafloating
@deejay90192
@tx_blue_dot

Top Tweeters in G4:
@lkjtexas
@mrkalman
@billperiman
@kat223
@solomongrundy6
@mimitexasangel
@ocularnervosa
@lora_loramonroe
@flomoll
@wallybert

Top Tweeters in G5:
@ez4u2say_janis
@melissajpeltier
@24baseballreed
@chemoelectric
@pushandpulljlm
@thuglifesocial
@garden4u_wa
@akaxochi
@dazyjane410
@astartiel

Top Tweeters in G6:
@leehillerlondon
@wise_diva
@jeffersonobama
@fiyasturm
@uncleree1
@skrbelly1
@curran_marlene
@moflo19
@dbble5
@flyhyland

Top Tweeters in G7:
@bannerite
@thehill
@madanabhat
@damonbethea1
@actdontreact
@huffpost
@foxnews
@greeneyedlilo
@skynews
@jonathanjewel

Top Tweeters in G8:
@paxnostrum
@leocullen4
@trumpgot2go
@co_rapunzel4
@stanspak
@tassajarard
@dunnclan
@on_bender
@mhduff61
@cltrotlyn

Top Tweeters in G9:
@jim_peoples_
@joni_looking
@dawalf
@happyheart411
@timodonnell14
@4annegs
@tiredofbs13
@sheila06942158
@politibunny
@browngravy_93

Top Tweeters in G10:
@teshawnedmonds
@carolmaewy
@lovetogive2
@paulstewartii
@lindacollins11
@geegeebythesea
@lorisums
@jameskthompson1
@cheryl_marlin
@daretothink53


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