government shutdown, Twitter, 1/14/2019 8:33:07 PM, 181931
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government shutdown Twitter NodeXL SNA Map and Report for Monday, 14 January 2019 at 18:56 UTC
government shutdown Twitter NodeXL SNA Map and Report for Monday, 14 January 2019 at 18:56 UTC
View an interactive version of this graph (experimental)
From:
docassar
Uploaded on:
January 14, 2019
Short Description:
government shutdown via NodeXL http://bit.ly/2TPfwip
@krassenstein
@realdonaldtrump
@tomsteyer
@charliekirk11
@cnn
@senschumer
@gop
@senatemajldr
@kamalaharris
@omgno2trump

Top hashtags:
#trumpshutdown
#shutdown
#governmentshutdown
#democrats
#presidenttrump
#live

Description:
Description
The graph represents a network of 5,990 Twitter users whose recent tweets contained "government shutdown", 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, 14 January 2019 at 19:06 UTC.

The tweets in the network were tweeted over the 23-minute period from Monday, 14 January 2019 at 18:32 UTC to Monday, 14 January 2019 at 18:56 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 : 5990
Unique Edges : 7755
Edges With Duplicates : 505
Total Edges : 8260
Number of Edge Types : 4
Mentions : 2137
Retweet : 4765
Tweet : 1039
Replies to : 319
Self-Loops : 1060
Reciprocated Vertex Pair Ratio : 0.00228180262407302
Reciprocated Edge Ratio : 0.00455321570859419
Connected Components : 880
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 4161
Maximum Edges in a Connected Component : 6238
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.511245
Graph Density : 0.000195907299163659
Modularity : 0.808791
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[101] https://twitter.com/thehill/status/1084656605264859137
[95] https://www.thedailybeast.com/government-shutdown-forces-houston-airport-to-close-tsa-checkpoint?via=twitter_page
[26] https://www.nytimes.com/2019/01/14/us/politics/trump-shutdown-border-wall.html
[21] https://twitter.com/i/events/1084821703065124864
[16] https://www.nytimes.com/2019/01/14/opinion/trump-shutdown-government-farmers-aid.html
[15] https://www.nbcnews.com/news/us-news/federal-worker-forced-ration-insulin-because-government-shutdown-n958066
[14] https://www.ccn.com/real-impact-of-the-government-shutdown-a-primer-for-donald-trump/
[13] https://trib.al/p0bsn6Z
[12] https://twitter.com/barrios_ariana/status/1083487344647262209
[12] https://www.vox.com/policy-and-politics/2019/1/11/18177101/government-shutdown-longest-workers-agencies-charts

Top URLs in Tweet in G1:
[1] https://apnews.com/a1a904065f30480b8f451ddea7b5fce3
[1] https://www.huffingtonpost.ca/entry/dhs-government-shutdown-letter-creditors_us_5c3cbe31e4b0922a21d748d4?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[1] https://www.theatlantic.com/politics/archive/2019/01/under-donald-trump-longest-shutdown-ever/580114/

Top URLs in Tweet in G2:
[16] https://twitter.com/i/events/1084821703065124864
[11] https://www.nytimes.com/2019/01/14/us/politics/trump-shutdown-border-wall.html
[9] https://www.ccn.com/real-impact-of-the-government-shutdown-a-primer-for-donald-trump/
[5] https://twitter.com/i/moments/1084821702343835653
[4] https://www.nytimes.com/2019/01/14/opinion/trump-shutdown-government-farmers-aid.html
[4] https://www.yahoo.com/news/trump-adviser-suggests-unpaid-government-032510246.html?.tsrc=fauxdal
[4] https://www.coindesk.com/how-the-us-government-shutdown-is-halting-crypto-progress-on-wall-street
[4] https://apple.news/AHngl7mk2QhOu8FybrfSnBQ
[4] http://www.msn.com/en-us/news/politics/trump-rejects-suggested-short-term-government-shutdown-fix/ar-BBSdpY1?ocid=st
[4] https://www.cnn.com/2019/01/14/politics/donald-trump-shutdown-polls/index.html

Top URLs in Tweet in G3:
[6] https://www.nbcnews.com/news/us-news/federal-worker-forced-ration-insulin-because-government-shutdown-n958066
[5] https://www.nytimes.com/2019/01/14/us/politics/trump-shutdown-border-wall.html
[2] https://trib.al/UIqDBrG
[2] https://www.cnn.com/2019/01/13/politics/mark-warner-government-shutdown-cnntv/index.html
[2] https://www.vox.com/policy-and-politics/2019/1/11/18177101/government-shutdown-longest-workers-agencies-charts
[2] http://kjzz.org/content/748385/arizonas-congressional-delegation-continues-party-line-fight-over-government-shutdown
[2] https://politicalwire.com/2018/12/11/trump-says-he-would-be-proud-to-shutdown-government/
[1] https://www.youtube.com/watch?v=M2-PFSSKabE

[1] https://www.washingtonpost.com/politics/in-the-white-house-waiting-inside-trumps-defiance-on-the-longest-shutdown-ever/2019/01/12/c512af0c-15ee-11e9-b6ad-9cfd62dbb0a8_story.html?utm_term=.4bd7c12c8bde
[1] https://www.webmd.com/food-recipes/food-poisoning/news/20190110/shutdown-limits-fda-efforts-to-protect-food-safety

Top URLs in Tweet in G4:
[4] https://www.newsweek.com/airline-passenger-admits-he-carried-firearm-flight-atlanta-tokyo-two-weeks-1289677
[3] https://www.politico.com/story/2019/01/13/government-shutdown-republicans-trump-1098723
[2] https://thinkprogress.org/trump-shutdown-smashes-record-for-longest-ever-mcconnells-senate-will-argue-about-israel-b43abf20f25f/
[2] https://www.usatoday.com/story/opinion/2019/01/12/trump-government-shutdown-workers-employees-column/2546692002/
[2] https://www.usatoday.com/story/news/politics/2019/01/14/government-shutdown-how-will-it-end/2565793002/
[2] https://thehill.com/blogs/blog-briefing-room/news/425137-houston-airport-shuts-down-tsa-security-checkpoint-amid
[2] http://www.msn.com/en-us/news/politics/trump-rejects-suggested-short-term-government-shutdown-fix/ar-BBSdpY1?ocid=st
[2] https://www.yahoo.com/news/trump-adviser-suggests-unpaid-government-032510246.html?.tsrc=fauxdal
[2] https://www.usatoday.com/story/news/politics/2019/01/14/government-shutdown-donald-trump-says-he-rejected-plan-reopen/2568085002/
[2] https://www.foxnews.com/politics/democrats-fly-to-puerto-rico-amid-ongoing-government-shutdown

Top URLs in Tweet in G5:
[7] https://www.khou.com/VOTENOW
[2] https://nowthisnews.com/videos/politics/trump-asked-if-hes-still-proud-to-own-the-government-shutdown
[1] https://twitchy.com/samj-3930/2019/01/13/our-eyes-pic-of-sen-bob-menendez-on-the-beach-in-pr-inspires-the-most-hilarious-and-troubling-caption-contest-ever/
[1] https://www.facebook.com/marklevinshow/posts/10156983334003832
[1] https://www.apnews.com/b3867898a78740f39d8cc8538c5db196

Top URLs in Tweet in G6:
[6] https://www.huffingtonpost.com/entry/government-shutdown-native-american-health-care_us_5c36a544e4b0c469d76ad336
[1] https://www.cnn.com/2019/01/13/politics/economic-adviser-government-shutdown-vacation/index.html
[1] https://www.nbcnews.com/news/us-news/federal-worker-forced-ration-insulin-because-government-shutdown-n958066
[1] https://www.vox.com/policy-and-politics/2019/1/11/18177101/government-shutdown-longest-workers-agencies-charts
[1] https://apple.news/AHngl7mk2QhOu8FybrfSnBQ

Top URLs in Tweet in G7:
[4] https://trib.al/lem2U5y
[2] https://trib.al/1aWrUMZ
[2] https://www.vox.com/policy-and-politics/2019/1/14/18179000/trump-wall-economic-cost-shutdown-jerome-powell
[2] http://www.cnn.com/2019/01/13/us/mlk-civil-rights-sites-government-shutdown/index.html
[1] https://www.cnn.com/politics/live-news/longest-government-shutdown/h_ee1ecc4e5a79c2da84d625e84e34996f?sr=twCNN011419undefined0135PMStory
[1] https://trib.al/bblqk7c
[1] https://trib.al/ZhsI4gs
[1] https://trib.al/paFmbie
[1] https://www.cnn.com/2019/01/08/politics/shutdown-federal-workers/index.html?utm_medium=social&utm_source=twCNN&utm_content=2019-01-09T01:12:33
[1] https://trib.al/KWzZU8H

Top URLs in Tweet in G8:
[4] https://ilovemyfreedom.org/pathetic-30-dems109-lobbyists-party-in-puerto-rico-for-fancy-retreat-as-govt-shutdown/?utm_source=brooks&utm_medium=twitter
[3] https://www.chicksonright.com/blog/2019/01/13/sarah-sanders-responds-to-dems-luxury-beach-vacation-during-government-shutdown/
[1] https://www.breitbart.com/entertainment/2019/01/12/dozens-of-democrats-flock-to-puerto-rico-for-hamilton-broadway-show-amid-shutdown/
[1] https://ilovemyfreedom.org/pathetic-30-dems109-lobbyists-party-in-puerto-rico-for-fancy-retreat-as-govt-shutdown/?utm_source=realjack&utm_medium=twitter
[1] https://www.foxnews.com/politics/democrats-fly-to-puerto-rico-amid-ongoing-government-shutdown

Top URLs in Tweet in G9:
[93] https://www.thedailybeast.com/government-shutdown-forces-houston-airport-to-close-tsa-checkpoint?via=twitter_page
[3] https://twitter.com/i/moments/1084821702343835653
[3] https://www.clickondetroit.com/news/politics/government-shutdown-negotiations-appear-frozen-in-place?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wdiv4
[1] https://www.thedailybeast.com/sen-linsdey-graham-on-fox-news-government-shutdown-is-inconvenient?ref=home&via=twitter_page
[1] https://twitter.com/gelles/status/1084823571527069696
[1] https://twitter.com/i/events/1084531726821388288
[1] https://www.minnpost.com/national/2019/01/catastrophic-minnesotas-tribal-communities-face-deep-service-cuts-tough-choices-as-government-shutdown-drags-on/
[1] http://www.cbc.ca/1.4976548
[1] https://www.news4jax.com/news/rick-scott-congress-shouldnt-be-paid-during-govt-shutdown?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wjxt4
[1] https://www.news4jax.com/news/national/passenger-carries-firearm-through-tsa-screening-onto-flight?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wjxt4

Top URLs in Tweet in G10:
[3] https://www.nbcnews.com/news/us-news/federal-worker-forced-ration-insulin-because-government-shutdown-n958066
[3] https://www.thenation.com/article/its-not-a-government-shutdown-its-a-right-wing-coup/
[1] https://twitter.com/CBSNews/status/1083866145000751110
[1] https://www.npr.org/2019/01/12/684854923/government-shutdown-hits-furloughed-families-maryland-community-at-large?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.businessinsider.com/delta-passenger-boards-flight-gun-2019-1?utm_content=buffer89149&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer-bi?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=mobile&referrer=twitter
[1] https://www.civicactionnetwork.us/thecanlibrary/government/571-hr26
[1] https://www.newscentermaine.com/article/news/gov-mills-calls-for-end-to-shutdown-issues-snap-benefits-a-month-early/97-ce148830-6b4d-4550-aa69-5de38fc02c21?fbclid=IwAR2xL3lMXlFhMMFJjZvadS-Od9rA5FWFc58qbHkwPBogt03Wq7Nu1nAbLRA
[1] https://bangordailynews.com/2019/01/14/news/state/maines-federal-courts-run-out-of-money-friday-but-will-keep-operating/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1547479567
[1] https://trib.al/lem2U5y
[1] https://www.npca.org/articles/2094-groups-claim-keeping-parks-open-without-adequate-staff-during-shutdown-is

Top Domains
Top Domains in Tweet in Entire Graph:
[240] twitter.com
[98] thedailybeast.com
[91] trib.al
[61] nytimes.com
[35] cnn.com
[32] huffingtonpost.com
[31] usatoday.com
[28] vox.com
[26] nbcnews.com
[21] politico.com

Top Domains in Tweet in G1:
[1] apnews.com
[1] huffingtonpost.ca
[1] theatlantic.com

Top Domains in Tweet in G2:
[58] twitter.com
[23] nytimes.com
[16] cnn.com
[11] ccn.com
[10] trib.al
[9] msn.com
[9] facebook.com
[8] washingtonpost.com
[8] usatoday.com
[6] vox.com

Top Domains in Tweet in G3:
[12] twitter.com
[7] nbcnews.com
[7] nytimes.com
[4] cnn.com
[2] trib.al
[2] axios.com
[2] vox.com
[2] kjzz.org
[2] politico.com
[2] politicalwire.com

Top Domains in Tweet in G4:
[11] usatoday.com
[7] twitter.com
[4] politico.com
[4] newsweek.com
[3] msn.com
[2] thinkprogress.org
[2] businessinsider.com
[2] thehill.com
[2] cnn.com
[2] axios.com

Top Domains in Tweet in G5:
[7] khou.com
[2] nowthisnews.com
[1] twitchy.com
[1] facebook.com
[1] apnews.com

Top Domains in Tweet in G6:
[6] huffingtonpost.com
[1] cnn.com
[1] nbcnews.com
[1] vox.com
[1] apple.news

Top Domains in Tweet in G7:
[14] trib.al
[5] cnn.com
[3] twitter.com
[2] wjla.com
[2] pbs.org
[2] vox.com
[1] bos.gl
[1] microsoft.com
[1] codepink.org

Top Domains in Tweet in G8:
[5] ilovemyfreedom.org
[3] chicksonright.com
[1] breitbart.com
[1] foxnews.com

Top Domains in Tweet in G9:
[95] thedailybeast.com
[6] twitter.com
[3] clickondetroit.com
[2] news4jax.com
[1] minnpost.com
[1] cbc.ca
[1] nbcchicago.com
[1] newswise.com

Top Domains in Tweet in G10:
[3] nbcnews.com
[3] thenation.com
[2] npca.org
[1] twitter.com
[1] npr.org
[1] businessinsider.com
[1] civicactionnetwork.us
[1] newscentermaine.com
[1] bangordailynews.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[120] trumpshutdown
[72] shutdown
[28] governmentshutdown
[23] democrats
[20] presidenttrump
[18] live
[18] happeningnow
[18] maga
[16] endtheshutdown
[14] shutdownstories



Top Hashtags in Tweet in G1:
[1] indicttrump
[1] mcconnellshutdown
[1] trumpcrimefamily

Top Hashtags in Tweet in G2:
[13] shutdown
[11] trumpshutdown
[6] trump
[6] tsa
[5] governmentshutdown
[4] maga
[3] government
[3] mondaythoughts
[3] smartnews
[3] blockchain

Top Hashtags in Tweet in G3:
[18] live
[18] happeningnow
[8] stoptheshutdown
[8] trumpshutdown
[6] maga
[2] shutdown
[2] ditchmitch
[2] democrates
[2] 1u
[1] securetheborder

Top Hashtags in Tweet in G4:
[28] trumpshutdown
[9] nowall
[7] shutdown
[4] endtheshutdown
[4] democrats
[4] quitnow
[4] trumplies
[4] noban
[3] governmentshutdown
[3] maga

Top Hashtags in Tweet in G5:
[2] shutdown
[1] federalworkers
[1] fundthewall

Top Hashtags in Tweet in G6:
[7] trumpshutdown
[1] insulin4all
[1] mallorylorge

Top Hashtags in Tweet in G7:
[4] shutdown
[3] trumpshutdown
[1] democrats
[1] mondaymotivation
[1] cybersecurity
[1] artificialintelligence
[1] bds
[1] righttoboycott

Top Hashtags in Tweet in G8:
[9] governmentshutdown
[3] buildthewall
[2] democrats
[2] moon
[2] buildthewallnow
[1] itsbordersecuritystupid
[1] paintourcountryred
[1] shutdown
[1] buildthedamnwall
[1] democratsaredestroyingamerica

Top Hashtags in Tweet in G9:
[1] endtheshutdown

Top Hashtags in Tweet in G10:
[1] trumpshutdown

Top Words
Top Words in Tweet in Entire Graph:
[5421] Words in Sentiment List#1: Positive
[6731] Words in Sentiment List#2: Negative
[101] Words in Sentiment List#3: Angry/Violent
[180079] Non-categorized Words
[192231] Total Words
[5813] government
[5586] shutdown
[2724] trump
[1339] republican
[1336] rejected

Top Words in Tweet in G1:
[1138] republican
[1138] trump
[1136] rejected
[1132] proposal
[581] government
[581] shutdown
[571] trump's
[570] reopen
[569] now
[566] lindsey

Top Words in Tweet in G2:
[423] government
[423] shutdown
[115] trump
[51] during
[46] s
[44] tsa
[41] due
[40] airport
[40] federal
[39] t

Top Words in Tweet in G3:
[428] government
[413] shutdown
[408] miles
[325] border
[278] voted
[272] 350
[272] 234
[215] realdonaldtrump
[175] democrats
[173] down

Top Words in Tweet in G4:
[414] government
[283] shutdown
[179] people
[114] senate
[109] reopen
[101] senatemajldr
[84] work
[82] trump
[77] mcconnell
[76] bills

Top Words in Tweet in G5:
[318] government
[318] shutdown
[302] beach
[281] puerto
[281] rico
[260] republicans
[258] 30
[258] drunk
[258] 109
[258] lobbyists

Top Words in Tweet in G6:
[288] shutdown
[262] trump
[260] federal
[256] government
[227] free
[222] weekend
[222] hundreds
[221] longest
[220] over
[220] employees

Top Words in Tweet in G7:
[325] airport
[310] people
[272] shutdown
[269] government
[182] due
[179] s
[177] tsa
[163] dianneg
[162] hartsfield
[162] jackson

Top Words in Tweet in G8:
[261] government
[248] shutdown
[212] affects
[212] americans
[109] immigration
[106] dear
[106] liberals
[106] less
[106] 1
[106] illegal

Top Words in Tweet in G9:
[239] tsa
[235] shutdown
[230] government
[204] checkpoint
[189] airport
[163] houston
[136] due
[106] staffing
[106] issues
[94] forces

Top Words in Tweet in G10:
[218] government
[145] federal
[145] s
[128] paid
[126] reopen
[126] up
[125] put
[124] mallory
[124] insulin
[124] diabetes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3339] government,shutdown
[1300] trump,rejected
[1054] reopen,government
[686] lindsey,graham
[656] government,trump
[652] rejected,now
[651] republican,lindsey
[647] trump's,shutdown
[637] proposal,reopen
[633] graham,put

Top Word Pairs in Tweet in G1:
[1132] trump,rejected
[570] reopen,government
[570] trump's,shutdown
[566] republican,lindsey
[566] lindsey,graham
[566] graham,put
[566] put,forth
[566] forth,proposal
[566] proposal,reopen
[566] government,trump

Top Word Pairs in Tweet in G2:
[325] government,shutdown
[31] during,government
[30] due,government
[27] trump,rejects
[25] houston,airport
[24] airport,closed
[23] tsa,checkpoint
[23] closed,due
[22] checkpoint,houston
[18] president,trump

Top Word Pairs in Tweet in G3:
[272] voted,350
[272] 350,miles
[149] government,shutdown
[144] border,security
[139] government,down
[138] shut,government
[136] 2013,senschumer
[136] senschumer,senate
[136] senate,democrats
[136] democrats,voted

Top Word Pairs in Tweet in G4:
[116] government,shutdown
[109] reopen,government
[66] bills,reopen
[64] consider,bills
[64] government,mcconnell
[64] mcconnell,keeps
[64] keeps,senate
[64] senate,arguing
[64] arguing,israel
[64] israel,senatemajldr

Top Word Pairs in Tweet in G5:
[307] government,shutdown
[281] puerto,rico
[258] 30,republicans
[258] republicans,drunk
[258] drunk,beach
[258] beach,109
[258] 109,lobbyists
[258] lobbyists,puerto
[258] during,government
[243] make,mistake

Top Word Pairs in Tweet in G6:
[234] government,shutdown
[221] longest,government
[220] over,weekend
[220] weekend,hundreds
[220] hundreds,federal
[220] federal,employees
[220] employees,lined
[220] lined,up
[220] up,washington
[220] washington,receive

Top Word Pairs in Tweet in G7:
[241] government,shutdown
[162] due,government
[162] hartsfield,jackson
[159] world,s
[159] s,busiest
[159] busiest,airport
[157] jackson,atlanta
[157] atlanta,international
[154] tsa,airport
[154] airport,lines

Top Word Pairs in Tweet in G8:
[166] government,shutdown
[106] dear,liberals
[106] liberals,government
[106] shutdown,affects
[106] affects,less
[106] less,1
[106] 1,americans
[106] americans,illegal
[106] illegal,immigration
[106] immigration,affects

Top Word Pairs in Tweet in G9:
[159] government,shutdown
[140] tsa,checkpoint
[106] due,staffing
[106] staffing,issues
[99] houston,airport
[94] shutdown,forces
[94] forces,houston
[94] airport,close
[93] close,tsa
[67] federal,government

Top Word Pairs in Tweet in G10:
[126] reopen,government
[119] getting,paid
[116] mallory,federal
[116] federal,worker
[116] worker,interior
[116] interior,rationing
[116] rationing,remaining
[116] remaining,two
[116] two,vials
[116] vials,insulin

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@senschumer
@speakerpelosi
@senatemajldr
@hcamp0204
@gopchairwoman
@gop
@lawrence
@gavinnewsom
@truthpipe

Top Replied-To in G1:
@bjcreigh
@realdonaldtrump
@gbemiro

Top Replied-To in G2:

Top Replied-To in G3:
@realdonaldtrump
@senschumer
@speakerpelosi
@gopchairwoman
@appsame
@marcorubio
@kamalaharris
@sendavidperdue
@edkrassen
@senmajldr

Top Replied-To in G4:
@senatemajldr
@gavinnewsom
@gop
@realdonaldtrump
@belle_de_jour1
@senategop
@realjameswoods
@foxnews
@housegop
@sandee0802

Top Replied-To in G5:
@thedemocrats
@timberwolf011
@asilisart
@charliekirk11

Top Replied-To in G6:
@dscc

Top Replied-To in G7:
@cnn
@lynnterra7
@repswalwell
@cbford47

Top Replied-To in G8:
@magagary687

Top Replied-To in G10:
@kamalaharris

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@dianneg
@senschumer
@interior
@senatemajldr
@gop
@potus
@tedcruz
@speakerpelosi
@usatoday

Top Mentioned in G1:
@kwelkernbc
@saahil_desai
@koreyedwards6
@krassenstein
@tomilahren

Top Mentioned in G2:
@beardeduberguy

Top Mentioned in G3:
@senschumer
@realdonaldtrump
@speakerpelosi
@foxandfriends
@ericlevitz
@whitehouse
@senatemajldr
@appsame
@sentedcruz
@senmajldr

Top Mentioned in G4:
@senatemajldr
@realdonaldtrump
@gop
@potus
@tedcruz
@usatoday
@housedemocrats
@andyhoehn
@randcorporation
@senategop

Top Mentioned in G5:
@thedemocrats
@potus
@sentedcruz
@senschumer
@charliekirk11
@realdonaldtrump

Top Mentioned in G6:
@dianneg

Top Mentioned in G7:
@dianneg
@cnn
@newshour
@morningmoneyben
@msftissues
@senatorsinema
@aclu
@realdonaldtrump

Top Mentioned in G8:
@sentedcruz
@realdonaldtrump

Top Mentioned in G9:
@minnpost
@thedailybeast

Top Mentioned in G10:
@interior
@repandyharrismd
@democracyfwd
@doidepsec
@businessinsider
@thenation
@senatemajldr
@repjohncurtis
@gop
@tedcruz

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@oldlady12345
@marshawright
@loupo85
@mattmurph24
@moonbootica
@kat4obama
@independent
@_oh_bee
@redostoneage

Top Tweeters in G1:
@barbls23
@unojen_wood
@ancientbob
@marciabunney
@sweetgreatmom
@riskalert
@holybullies
@seajay603
@theatlantic
@soapdemon34

Top Tweeters in G2:
@redostoneage
@cahulaan
@spiritlaunch
@rockcheetah
@yuriyatl404
@baronianconsult
@kentpg
@fl85
@swissbusiness
@12news

Top Tweeters in G3:
@rockynickydog
@usfreedomarmy
@texasdenny
@cssueta
@castonchris
@mjohnso27
@co_rapunzel4
@appsame
@carolde
@burnettcynthia

Top Tweeters in G4:
@shoq
@rcrockett
@kharyp
@foxnews
@tyberzannxxxx
@smell3roses
@krysilove
@amsmadwoman
@aziegler
@usatoday

Top Tweeters in G5:
@sandyriccobono
@izzysroses
@blackdi51264299
@kahlersabrina
@mariannehofer
@stevekloscak
@dontrumpeone
@jo_lucialuciano
@tunnelratranger
@asilisart

Top Tweeters in G6:
@mattmurph24
@paulstewartii
@saintwalker98
@teakinrj
@cunningham_cch
@masg66
@gallaecian
@teckiegirl
@reneevoicebrand
@lynncatwalters

Top Tweeters in G7:
@johnlundin
@bostonglobe
@sba1211
@abc7news
@marydram
@ocularnervosa
@cnn
@dcarsoncpa_ma
@jomajority
@dearjudge

Top Tweeters in G8:
@bbusa617
@leesutton4
@hrkbenowen
@kheatherbrown
@dwlove9
@oldusarmyvet
@joshgalka88
@cigar_hoe
@pink_about_it
@lynnielee5

Top Tweeters in G9:
@_oh_bee
@cherokeenative3
@wkndgirl
@lenny_devito
@waterflowerm
@thedailybeast
@wjxt4
@lbpyyz
@un_conquered
@_thekayway

Top Tweeters in G10:
@businessinsider
@criticalanglez
@teetweetshere
@lorisums
@eddyrogerparker
@rebellegrrl
@myecoll
@ravngsofamadman
@48gailschwerdt
@kathclesage


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