Government Shutdown, Twitter, 1/12/2019 2:23:26 AM, 181608


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Government Shutdown Twitter NodeXL SNA Map and Report for Friday, 11 January 2019 at 13:20 UTC
Government Shutdown Twitter NodeXL SNA Map and Report for Friday, 11 January 2019 at 13:20 UTC
From:
docassar
Uploaded on:
January 12, 2019
Short Description:
Government Shutdown via NodeXL http://bit.ly/2D40YG5
@cnn
@realdonaldtrump
@senatemajldr
@joyannreid
@joncoopertweets
@mitchellvii
@senfeinstein
@repdancrenshaw
@ap
@funder

Top hashtags:
#trumpshutdown
#shutdown
#gop
#dancrenshaw
#russia
#please
#daines
#withholding

Description:
Description
The graph represents a network of 6,810 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 Friday, 11 January 2019 at 13:36 UTC.

The tweets in the network were tweeted over the 35-minute period from Friday, 11 January 2019 at 12:45 UTC to Friday, 11 January 2019 at 13:20 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 : 6810
Unique Edges : 9532
Edges With Duplicates : 543
Total Edges : 10075
Number of Edge Types : 4
Mentions : 2640
Retweet : 5731
Replies to : 391
Tweet : 1313
Self-Loops : 1326
Reciprocated Vertex Pair Ratio : 0.00116373792621902
Reciprocated Edge Ratio : 0.00232477042892014
Connected Components : 1035
Single-Vertex Connected Components : 637
Maximum Vertices in a Connected Component : 4984
Maximum Edges in a Connected Component : 8170
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.129981
Graph Density : 0.000185532277936539
Modularity : 0.775462
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[84] http://www.cnn.com/2019/01/10/politics/lindsey-graham-government-shutdown/index.html
[70] https://www.cnn.com/2019/01/11/politics/government-shutdown-ties-record-longest/index.html
[47] https://www.nytimes.com/2019/01/10/us/politics/border-wall-government-shutdown.html
[42] https://truepundit.com/cher-demands-pelosi-end-partial-government-shutdown-fund-border-wall-dont-die-on-this-hill/
[38] https://www.rawstory.com/2019/01/checkmate-shutdown-impeachable-offense-trump-vetoes-bill-reopen-government/
[30] https://www.theguardian.com/us-news/2019/jan/11/donald-trump-border-wall-government-shutdown
[29] https://www.bbc.co.uk/news/technology-46836905
[29] https://dailycaller.com/2019/01/10/daines-congress-bill-pay-shutdown/
[20] https://www.rawstory.com/2019/01/checkmate-shutdown-impeachable-offense-trump-vetoes-bill-reopen-government/#.XDgbCvjclSg.twitter
[19] https://www.zdnet.com/article/government-shutdown-tls-certificates-not-renewed-many-websites-are-down/

Top URLs in Tweet in G1:
[69] http://www.cnn.com/2019/01/10/politics/lindsey-graham-government-shutdown/index.html
[17] https://www.rawstory.com/2019/01/checkmate-shutdown-impeachable-offense-trump-vetoes-bill-reopen-government/#.XDgbCvjclSg.twitter
[5] https://trib.al/kr1v5K2
[5] http://www.elderstatement.com/2019/01/larry-elder-government-shutdown-money.html
[4] https://www.rawstory.com/2019/01/checkmate-shutdown-impeachable-offense-trump-vetoes-bill-reopen-government/#.XDiNy3OooDk.twitter
[2] https://trib.al/DRpKW0Y
[2] https://trib.al/1A5yTO2
[2] http://www.9news.com/article/news/local/federal-workers-gather-downtown-to-protest-the-government-shutdown/73-67d97e0f-6c7c-49a5-895c-6774d5f5b30c?utm_campaign=trueAnthem:+Trending+Content&utm_content=5c388ea99ac56400013d04da&utm_medium=trueAnthem&utm_source=twitter
[1] https://trib.al/xYA9HPM
[1] https://www.cnn.com/2019/01/07/us/federal-contract-worker-without-pay-cnntv/index.html?utm_medium=social&utm_source=twCNN&utm_content=2019-01-07T22:30:39

Top URLs in Tweet in G2:
[5] https://www.vox.com/policy-and-politics/2019/1/10/18176932/senate-democrats-mitch-mcconnell-government-shutdown?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[3] https://www.thenation.com/article/its-not-a-government-shutdown-its-a-right-wing-coup/
[3] https://www.vox.com/the-goods/2019/1/10/18177478/joshua-tree-national-park-government-shutdown?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[3] https://www.alternet.org/2019/01/republicans-start-to-panic-as-trumps-disastrous-government-shutdown-drags-on/
[2] https://www.washingtonpost.com/business/economy/shutdown-day-19-trump-comes-to-congress-as-gop-faces-unity-test-over-wall-funding/2019/01/09/8f3bfab8-1423-11e9-b6ad-9cfd62dbb0a8_story.html?utm_term=.0e029addbcc1
[2] https://www.vox.com/policy-and-politics/2019/1/10/18176932/senate-democrats-mitch-mcconnell-government-shutdown?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://www.vox.com/2019/1/7/18172198/government-shutdown-snap-food-stamps?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://www.usatoday.com/story/news/politics/onpolitics/2018/12/25/government-shutdown-federal-employees-share-stories-twitter/2411319002/
[2] https://www.marketwatch.com/story/one-potential-winner-from-the-government-shutdown-payday-lenders-2019-01-08?mod=mw_share_twitter
[2] https://www.cbsnews.com/news/morale-is-horrible-law-enforcement-agents-fbi-without-pay-partial-government-shutdown/

Top URLs in Tweet in G3:
[28] https://www.bbc.co.uk/news/technology-46836905
[24] https://www.nytimes.com/2019/01/10/us/politics/border-wall-government-shutdown.html
[7] https://clickcashprofit.com/article/government-shutdown-live-updates-cnnpolitics/
[6] https://www.usatoday.com/story/news/politics/2019/01/11/government-shutdown-paychecks-hold-thousands-federal-workers/2538807002/
[6] https://www.nytimes.com/2019/01/10/us/politics/white-house-government-shutdown.html
[6] https://www.nytimes.com/2019/01/11/business/dealbook/government-shutdown-border-wall.html?partner=rss&emc=rss
[6] https://apple.news/Aw6gyP99iTuSqhQTBRb8RkA
[5] https://twitter.com/i/events/1082709759654907905
[4] https://www.rawstory.com/2019/01/checkmate-shutdown-impeachable-offense-trump-vetoes-bill-reopen-government/
[4] https://www.huffingtonpost.com/entry/government-shutdown-missed-first-paycheck_us_5c37e522e4b045f6768a7877

Top URLs in Tweet in G4:
[23] https://dailycaller.com/2019/01/10/daines-congress-bill-pay-shutdown/
[6] http://time.com/5497039/government-shutdown-workers-paycheck/
[4] http://www.cnn.com/2019/01/10/politics/lindsey-graham-government-shutdown/index.html
[4] https://www.washingtonpost.com/national-security/2019/01/09/coast-guard-families-told-they-can-have-garage-sales-cope-with-government-shutdown/
[3] https://dailycaller.com/2019/01/10/daines-congress-bill-pay-shutdown/?utm_medium=Social&utm_source=Twitter&utm_campaign=atdailycaller
[3] https://www.cnn.com/2019/01/10/politics/senate-blocks-vote-congress-shutdown/index.html
[3] https://twitter.com/Teamsters/status/1083412774133395456
[3] https://truepundit.com/cher-demands-pelosi-end-partial-government-shutdown-fund-border-wall-dont-die-on-this-hill/
[2] https://www.washingtonpost.com/business/economy/shutdown-day-19-trump-comes-to-congress-as-gop-faces-unity-test-over-wall-funding/2019/01/09/8f3bfab8-1423-11e9-b6ad-9cfd62dbb0a8_story.html?utm_term=.0e029addbcc1
[2] https://www.poughkeepsiejournal.com/story/news/local/2019/01/04/government-shutdown-continues-dutchess-locals-fear-impact/2453510002/

Top URLs in Tweet in G5:
[12] https://www.cnn.com/2019/01/11/politics/government-shutdown-ties-record-longest/index.html
[9] http://www.reuters.com/article/us-usa-shutdown-departments-factbox-idUSKCN1P516R?utm_campaign=trueAnthem:+Trending+Content&utm_content=5c388eab04d3010ec7915039&utm_medium=trueAnthem&utm_source=twitter
[8] https://trib.al/UeC24gf
[6] http://www.reuters.com/article/us-usa-shutdown-lawenforcement-idUSKCN1P515R?utm_campaign=trueAnthem:+Trending+Content&utm_content=5c3889ff04d30101a78f3057&utm_medium=trueAnthem&utm_source=twitter
[6] http://mentalfloss.com/article/570412/during-government-shutdown-fda-ceases-food-inspection
[5] https://trib.al/IZxExcu
[5] https://ft.trib.al/NpwiuRx
[4] https://trib.al/lp839gk
[4] https://trib.al/S7lwl3Z
[3] http://www.cnn.com/2019/01/10/politics/lindsey-graham-government-shutdown/index.html

Top URLs in Tweet in G6:
[2] https://dailycaller.com/2019/01/10/daines-congress-bill-pay-shutdown/
[1] https://americanlookout.com/msnbcs-donny-deutsch-has-shutdown-meltdown-over-trump-hes-winning-here-video/

Top URLs in Tweet in G7:
[24] https://www.rawstory.com/2019/01/checkmate-shutdown-impeachable-offense-trump-vetoes-bill-reopen-government/
[5] https://www.buzzfeednews.com/article/nidhiprakash/federal-employees-strike-protests-government-shutdown
[3] https://www.rawstory.com/2019/01/republicans-start-panic-trumps-disastrous-government-shutdown-drags/
[1] https://www.washingtonpost.com/opinions/2019/01/09/mitch-mcconnell-is-reason-we-still-have-shutdown/
[1] https://thehill.com/regulation/424817-5-federal-workers-sue-over-shutdown-allege-work-without-pay-violates-13th
[1] https://www.huffingtonpost.com/entry/tsa-government-shutdown-workers_us_5c377be1e4b045f67689f0ec
[1] https://www.theguardian.com/us-news/2019/jan/11/donald-trump-border-wall-government-shutdown?CMP=share_btn_tw
[1] https://www.independent.co.uk/news/world/americas/us-politics/trump-texas-national-emergency-us-mexico-border-government-shutdown-a8722141.html
[1] https://www.huffingtonpost.com/entry/government-shutdown-creditors-landlords-workers_us_5c367351e4b045f676889f7b?ncid=engmodushpmg00000004
[1] https://www.buzzfeednews.com/article/zoetillman/federal-workers-suing-government-shutdown-2013

Top URLs in Tweet in G8:
[47] https://www.cnn.com/2019/01/11/politics/government-shutdown-ties-record-longest/index.html
[2] https://www.cbsnews.com/news/trump-border-wall-texas-divided-government-shutdown/?ftag=CNM-00-10aab8d&linkId=62212899
[2] https://www.salon.com/2019/01/10/why-national-parks-may-be-damaged-long-after-the-government-shutdown-ends/#.XDiRhKFcQbs.twitter
[1] https://www.cbsnews.com/news/millions-could-face-severe-cuts-to-food-stamps-due-to-government-shutdown/?ftag=CNM-00-10aab8d&linkId=61983163
[1] https://www.nytimes.com/2019/01/10/us/politics/border-wall-government-shutdown.html
[1] https://apple.news/A-t9LErjtQbe2wOb5T_48Dw
[1] https://www.theguardian.com/commentisfree/2019/jan/10/trump-government-shutdown-democracy-power-dictatorship
[1] http://www.philly.com/opinion/editorials/shutdown-congress-veto-override-open-government-20190111.html
[1] https://www.cnn.com/2019/01/10/politics/government-shutdown-state-of-play/index.html?sr=twCNN011019government-shutdown-state-of-play0933PMVODtop
[1] https://www.theguardian.com/commentisfree/2019/jan/10/trump-government-shutdown-democracy-power-dictatorship?CMP=share_btn_tw

Top URLs in Tweet in G9:
[6] https://www.rawstory.com/2019/01/checkmate-shutdown-impeachable-offense-trump-vetoes-bill-reopen-government/#.XDgLcn0essE.twitter
[1] https://www.aclu.org/BDS-boycott
[1] https://www.nytimes.com/2019/01/10/us/politics/white-house-government-shutdown.html
[1] https://www.huffingtonpost.com/entry/government-shutdown-creditors-landlords-workers_us_5c367351e4b045f676889f7b
[1] https://www.cnn.com/2019/01/11/politics/government-shutdown-ties-record-longest/index.html
[1] https://www.vox.com/policy-and-politics/2019/1/10/18176932/senate-democrats-mitch-mcconnell-government-shutdown?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[211] cnn.com
[149] trib.al
[117] nytimes.com
[100] twitter.com
[83] rawstory.com
[70] theguardian.com
[63] washingtonpost.com
[55] huffingtonpost.com
[47] truepundit.com
[40] co.uk

Top Domains in Tweet in G1:
[71] cnn.com
[21] rawstory.com
[12] trib.al
[5] elderstatement.com
[2] 9news.com
[1] kusi.com
[1] vox.com

Top Domains in Tweet in G2:
[14] vox.com
[4] trib.al
[3] washingtonpost.com
[3] newsandguts.com
[3] cnn.com
[3] thenation.com
[3] usatoday.com
[3] alternet.org
[2] twitter.com
[2] rawstory.com

Top Domains in Tweet in G3:
[58] nytimes.com
[38] twitter.com
[31] co.uk
[19] theguardian.com
[19] cnn.com
[16] washingtonpost.com
[15] yahoo.com
[12] apple.news
[12] trib.al
[11] rawstory.com

Top Domains in Tweet in G4:
[27] dailycaller.com
[10] twitter.com
[8] washingtonpost.com
[8] cnn.com
[6] time.com
[4] co.uk
[4] theguardian.com
[4] rawstory.com
[3] truepundit.com
[2] poughkeepsiejournal.com

Top Domains in Tweet in G5:
[29] trib.al
[17] cnn.com
[15] reuters.com
[6] mentalfloss.com
[5] npr.org
[4] apnews.com
[4] thinkprogress.org
[3] nytimes.com
[3] twitter.com
[3] politico.com

Top Domains in Tweet in G6:
[2] dailycaller.com
[1] americanlookout.com

Top Domains in Tweet in G7:
[27] rawstory.com
[6] buzzfeednews.com
[2] huffingtonpost.com
[2] theguardian.com
[1] washingtonpost.com
[1] thehill.com
[1] co.uk
[1] newyorker.com
[1] medium.com
[1] cnn.com

Top Domains in Tweet in G8:
[48] cnn.com
[3] cbsnews.com
[2] salon.com
[2] theguardian.com
[1] nytimes.com
[1] apple.news
[1] philly.com
[1] cbslocal.com
[1] newsweek.com
[1] trib.al

Top Domains in Tweet in G9:
[6] rawstory.com
[1] aclu.org
[1] nytimes.com
[1] huffingtonpost.com
[1] cnn.com
[1] vox.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[230] trumpshutdown
[107] shutdown
[106] gop
[61] dancrenshaw
[40] russia
[39] please
[39] daines
[39] withholding
[39] pay
[39] congressmen



Top Hashtags in Tweet in G1:
[5] governmentshutdown
[4] gop
[1] trumpshutdown

Top Hashtags in Tweet in G2:
[10] trumpshutdown
[8] gop
[3] shutdownstories
[3] shutdown
[2] endtheshutdown
[2] governmentshutdown
[2] trump
[2] news
[2] usa
[2] twitter

Top Hashtags in Tweet in G3:
[24] shutdown
[9] governmentshutdown
[9] trumpshutdown
[6] government
[4] news
[3] cybersecurity
[3] politics
[3] fridaythoughts
[3] metoo
[2] trump

Top Hashtags in Tweet in G4:
[71] gop
[38] please
[38] daines
[38] withholding
[38] pay
[38] congressmen
[33] trumpshutdown
[28] stablegenius
[28] pullthebordertrigger
[8] uspp

Top Hashtags in Tweet in G5:
[6] il06
[3] trumpshutdown
[2] foia
[2] ditchmitch
[2] russia
[2] federalemployees
[2] shutdown
[1] twill
[1] daybreak
[1] shutdown2018

Top Hashtags in Tweet in G6:
[1] dancrenshaw
[1] ma4t

Top Hashtags in Tweet in G7:
[12] maga
[5] trumpshutdown
[1] mitchshutdown
[1] shutdown
[1] gop

Top Hashtags in Tweet in G8:
[115] trumpshutdown
[1] gop

Top Hashtags in Tweet in G9:
[10] trumpshutdown
[5] gop
[2] forthepeople
[1] trump
[1] mcconnell

Top Hashtags in Tweet in G10:
[1] dancrenshaw

Top Words
Top Words in Tweet in Entire Graph:
[5584] Words in Sentiment List#1: Positive
[6445] Words in Sentiment List#2: Negative
[29] Words in Sentiment List#3: Angry/Violent
[224565] Non-categorized Words
[236594] Total Words
[7197] shutdown
[7013] government
[1720] s
[1710] wall
[1695] border

Top Words in Tweet in G1:
[745] government
[707] shutdown
[694] cnn
[663] more
[638] wall
[635] border
[627] give
[626] thursday
[626] morning
[624] called

Top Words in Tweet in G2:
[760] government
[752] shutdown
[626] end
[593] constitution
[514] senate
[513] senatemajldr
[502] mcconnell
[499] mitch
[496] s
[496] house

Top Words in Tweet in G3:
[581] shutdown
[559] government
[83] trump
[78] workers
[78] s
[71] federal
[60] wall
[53] pay
[48] partial
[44] u

Top Words in Tweet in G4:
[919] government
[595] shutdown
[309] realdonaldtrump
[265] president
[205] trump
[168] now
[168] pay
[164] s
[154] wall
[154] more

Top Words in Tweet in G5:
[330] shutdown
[291] government
[102] federal
[97] out
[93] spending
[87] first
[87] paycheck
[86] making
[86] employees
[86] wall

Top Words in Tweet in G6:
[396] 1
[306] shutdown
[270] government
[236] 2
[224] border
[215] over
[201] schumer
[198] out
[198] 4
[198] trillion

Top Words in Tweet in G7:
[454] shutdown
[297] government
[279] still
[266] reason
[245] trump
[169] trumpshutdown
[140] mitch
[137] mcconnell
[137] senate
[134] majority

Top Words in Tweet in G8:
[453] shutdown
[327] longest
[277] today
[262] government
[163] trump
[163] record
[138] day
[129] trumpshutdown
[125] now
[119] unless

Top Words in Tweet in G9:
[359] federal
[278] government
[274] shutdown
[230] senate
[219] s
[202] bill
[189] reopen
[187] workers
[179] wall
[175] breaking

Top Words in Tweet in G10:
[223] shutdown
[220] government
[196] ve
[196] fund
[172] border
[166] federal
[162] paid
[162] pay
[161] partial
[161] asked

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4808] government,shutdown
[1043] border,wall
[862] mitch,mcconnell
[736] u,s
[721] federal,workers
[693] wall,government
[671] reopen,government
[645] federal,employees
[644] thursday,morning
[643] end,government

Top Word Pairs in Tweet in G1:
[663] government,shutdown
[627] border,wall
[624] thursday,morning
[624] morning,cnn
[624] cnn,called
[624] called,kusi
[624] kusi,newsroom
[624] newsroom,asking
[624] asking,reporter
[624] reporter,give

Top Word Pairs in Tweet in G2:
[540] government,shutdown
[498] mitch,mcconnell
[471] senatemajldr,mitch
[470] end,government
[469] shutdown,house
[469] donald,trump's
[468] clear,senatemajldr
[468] mcconnell,power
[468] power,needs
[468] needs,under

Top Word Pairs in Tweet in G3:
[429] government,shutdown
[42] u,s
[41] partial,government
[40] shutdown,leaves
[37] white,house
[32] leaves,websites
[32] websites,insecure
[30] federal,workers
[28] s,government
[25] border,wall

Top Word Pairs in Tweet in G4:
[416] government,shutdown
[110] president,trump
[106] reopen,government
[95] open,government
[92] during,government
[80] mr,president
[75] partial,government
[73] president,reopen
[72] fund,government
[71] shutdown,fight

Top Word Pairs in Tweet in G5:
[240] government,shutdown
[85] federal,employees
[82] employees,miss
[82] miss,first
[82] first,paycheck
[81] 800,000
[81] 000,federal
[80] scaling,back
[80] back,spending
[80] spending,canceling

Top Word Pairs in Tweet in G6:
[198] out,4
[198] 4,2
[198] 2,trillion
[198] trillion,dollar
[198] dollar,budget
[198] budget,dems
[198] dems,shutting
[198] shutting,down
[198] down,government
[198] government,over

Top Word Pairs in Tweet in G7:
[266] reason,still
[250] government,shutdown
[137] mitch,mcconnell
[134] senate,majority
[134] majority,leader
[133] mcconnell,reason
[133] still,shutdown
[133] shutdown,trump
[133] trump,caused
[133] caused,government

Top Word Pairs in Tweet in G8:
[246] government,shutdown
[164] longest,government
[137] longest,shutdown
[115] today,21st
[115] 21st,day
[115] day,trumpshutdown
[115] trumpshutdown,meaning
[115] meaning,now
[115] now,tied
[115] tied,longest

Top Word Pairs in Tweet in G9:
[189] reopen,government
[184] federal,workers
[174] federal,employees
[173] president,reopen
[168] breaking,senate
[168] senate,passed
[168] passed,bill
[168] bill,make
[168] make,sure
[168] sure,federal

Top Word Pairs in Tweet in G10:
[214] government,shutdown
[161] partial,government
[160] good,conscience
[160] conscience,paid
[160] paid,federal
[160] federal,employees
[160] employees,financial
[160] financial,futures
[160] futures,hang
[160] hang,balance

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@senatemajldr
@cspanwj
@razorpack65
@senfeinstein
@senschumer
@gop
@martina
@thehill
@lindseygrahamsc

Top Replied-To in G1:
@realdonaldtrump

Top Replied-To in G2:
@senatemajldr
@foxnews
@chrislu44
@bverinfl
@marcorubio

Top Replied-To in G3:

Top Replied-To in G4:
@realdonaldtrump
@senschumer
@gop
@speakerpelosi
@tedlieu
@usaloyalty1776
@jacobawohl
@amandionair
@dailycaller
@jirvin301

Top Replied-To in G5:
@repcummings
@cnnpolitics
@reprobinkelly
@msnbc
@realdonaldtrump
@phil_mattingly
@natashabertrand
@ap_politics
@williams_paige

Top Replied-To in G6:
@billoreilly

Top Replied-To in G7:
@mimirocah1
@joncoopertweets

Top Replied-To in G8:
@jaketapper
@chriscuomo
@ursapoli
@glennkesslerwp
@rvawonk
@mkraju

Top Replied-To in G9:
@senfeinstein
@realdonaldtrump
@jamessurowiecki

Top Replied-To in G10:
@razorpack65
@chuckwoolery
@repdancrenshaw

Top Mentioned
Top Mentioned in Entire Graph:
@cnn
@senatemajldr
@realdonaldtrump
@dailycaller
@speakerpelosi
@charliespiering
@senschumer
@huffpostpol
@potus
@nytimes

Top Mentioned in G1:
@cnn
@senatemajldr

Top Mentioned in G2:
@senatemajldr
@potus
@voxdotcom
@realdonaldtrump
@marcorubio
@ericboehlert
@navalinstitute
@speakerpelosi
@senrickscott
@foxnews

Top Mentioned in G3:
@ginaljoseph

Top Mentioned in G4:
@realdonaldtrump
@dailycaller
@speakerpelosi
@senschumer
@charliespiering
@cher
@senatemajldr
@amyklobuchar
@cnn
@andersoncooper

Top Mentioned in G5:
@ap
@ckmarie
@seancasten
@chrisrugaber
@cnnpolitics
@natashabertrand
@theatlantic
@npr
@thinkprogress
@joaquincastrotx

Top Mentioned in G6:
@cnn

Top Mentioned in G7:
@yesmomscan

Top Mentioned in G8:
@senatemajldr
@janetshamlian
@krisvancleave
@chriscuomo
@nygovcuomo
@andrewcuomo
@realdonaldtrump
@jsherman39
@jaketapper
@rogu3band1t

Top Mentioned in G9:
@senatemajldr
@morgfair
@chrismurphyct

Top Mentioned in G10:
@cnn
@msavaarmstrong

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@liputan6dotcom
@myalliesnews
@scotland4me
@joleonbusby
@thenewsglobe
@peruenlanoticia
@badjerry_1
@techl0g
@rocketnews1

Top Tweeters in G1:
@lauracgilleslil
@rcastle06
@9news
@sampleatl
@jammiewf
@beckyrae12345
@dishgirl4
@mightymouth5413
@edwardarowe1
@lauriespoon

Top Tweeters in G2:
@libertea2012
@bulldoghill
@kharyp
@riskyliberal
@foxnews
@burnettcynthia
@livegreenordie
@roselover24
@jayandsteve
@wsj

Top Tweeters in G3:
@myalliesnews
@scotland4me
@thenewsglobe
@peruenlanoticia
@techl0g
@rocketnews1
@follementbijoux
@jfmusy
@billm9
@gstuedler

Top Tweeters in G4:
@eavesdropann
@huffpost
@tia6sc
@chatbycc
@harrellryan1
@siddonsdan
@azws
@blanken01
@ebtesam00369622
@marcvegan

Top Tweeters in G5:
@joleonbusby
@badjerry_1
@serendipitysays
@sws_edu
@reuters
@sandi_childs
@dcabloob
@patrici97185118
@amacattackkk
@reneevoicebrand

Top Tweeters in G6:
@debrammason1
@jetrotter
@erengwam
@hrkbenowen
@joehos18
@frodo3245
@mtrushmore2016
@bonbee81
@patrickjlavin
@sevans1375

Top Tweeters in G7:
@rjber15
@phillip92321
@firefire100
@yarosisnancy
@justwhatnowwhy
@safetypindaily
@jodzio
@deejay90192
@nasty_woman2
@darthdandious

Top Tweeters in G8:
@businessinsider
@new_narrative
@tradnews_
@tshep42
@shaktilila
@teascott1
@sylviaz1913
@eddyrogerparker
@nancyrubin
@lkjtexas

Top Tweeters in G9:
@debilu2
@morgfair
@co_rapunzel4
@sherrilyn59
@carolgo18658081
@cykelly1718
@newsjunkie60
@thenenelle
@donnamcar
@jo_kwanghee_07

Top Tweeters in G10:
@msavaarmstrong
@leeleemunster
@k9rotts
@q_spaceforce
@rhsibley
@hillelsims
@xmssweetnessx
@traciirving1
@robertsrickyb
@tinywillis3