list:nodexl/us-senators, Twitter, 12/6/2018 4:35:24 PM, 177615


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list:nodexl/us-senators Twitter NodeXL SNA Map and Report for Thursday, 06 December 2018 at 15:26 UT
list:nodexl/us-senators Twitter NodeXL SNA Map and Report for Thursday, 06 December 2018 at 15:26 UT
From:
SMRFoundation
Uploaded on:
December 06, 2018
Short Description:
list:nodexl/us-senators via NodeXL http://bit.ly/2QdgLuu
@senmarkey
@senatorleahy
@nasa
@realdonaldtrump
@senwhitehouse
@johnboozman
@sensanders
@chriscoons
@johncornyn
@sentedcruz

Top hashtags:
#remembering41
#savelwcf
#getcovered
#netneutrality
#climatetownhall

Description:
Description
The graph represents a network of 1,144 Twitter users whose recent tweets contained "list:nodexl/us-senators", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Thursday, 06 December 2018 at 15:53 UTC.

The tweets in the network were tweeted over the 10-day, 0-hour, 27-minute period from Monday, 26 November 2018 at 14:58 UTC to Thursday, 06 December 2018 at 15:25 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 : 1144
Unique Edges : 2000
Edges With Duplicates : 3110
Total Edges : 5110
Number of Edge Types : 4
Mentions : 2436
Retweet : 582
Tweet : 2066
Replies to : 26
Self-Loops : 2074
Reciprocated Vertex Pair Ratio : 0.119453924914676
Reciprocated Edge Ratio : 0.213414634146341
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 1140
Maximum Edges in a Connected Component : 5094
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.976413
Graph Density : 0.00175589939369467
Modularity : 0.321133
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://healthcare.gov/
[15] https://www.healthcare.gov/
[11] https://www.facebook.com/events/326982228114064/
[8] https://twitter.com/NASA/status/1067145015216861184
[7] https://twitter.com/SenateGOP/status/1069979434441154564
[6] https://twitter.com/ChrisMurphyCT/status/1067894014853226508
[5] https://www.facebook.com/senatorsanders/videos/215455359346439/
[5] https://www.wahealthplanfinder.org/_content/Homepage.html
[5] https://www.wahealthplanfinder.org/
[5] https://www.youtube.com/watch?v=-CWQJlWl6UI&feature=youtu.be


Top URLs in Tweet in G1:
[8] https://healthcare.gov/
[3] https://www.nevadahealthlink.com/
[3] https://www.csis.org/events/chinas-power-debate-1
[3] https://www.brown.senate.gov/newsroom/press/release/brown-announces-legislation-to-support-ohio-auto-industry-american-jobs
[2] https://twitter.com/AP/status/1067469948644179969
[2] https://twitter.com/sencortezmasto/status/1067762768995078145
[2] https://www.politico.com/story/2018/11/26/mar-a-lago-trump-investigation-va-contracts-1015803
[2] https://www.bostonglobe.com/metro/2018/11/28/boston-native-killed-combat-operations-afghanistan/Wv0vLf7JmJP3oV0XyBSFZK/story.html
[2] https://www.nytimes.com/2018/12/02/opinion/elizabeth-warren-2020-accountable-capitalism.html
[2] https://twitter.com/SenWhitehouse/status/1067855164596473856

Top URLs in Tweet in G2:
[4] https://abc13.com/4834452/
[4] https://www.alexander.senate.gov/public/index.cfm/pressreleases?ID=AB2E9DCF-7CA6-42B5-976B-37CDDE6908BC
[3] https://www.republican.senate.gov/public/index.cfm/live
[3] https://www.wsj.com/articles/dont-cut-military-spending-mr-president-1543534509
[3] https://www.help.senate.gov/hearings/reducing-health-care-costs-improving-affordability-through-innovation
[2] https://www.facebook.com/SenatorTedCruz
[2] https://www.cruz.senate.gov/?p=press_release&id=4186
[2] https://cbsaustin.com/news/local/deadline-looms-for-harvey-victims-to-withdraw-from-retirement-accounts-without-penalty
[2] https://www.foxnews.com/politics/cruz-calls-on-trump-administration-to-defund-un-agencies-that-flaunt-us-law-by-allowing-palestinian-membership
[2] https://freebeacon.com/national-security/trump-admin-congress-slam-airbnb-boycott-israel-anti-semitic/

Top URLs in Tweet in G3:
[6] https://www.healthcare.gov/
[5] https://www.wahealthplanfinder.org/_content/Homepage.html
[5] https://www.wahealthplanfinder.org/
[5] https://www.youtube.com/watch?v=-CWQJlWl6UI&feature=youtu.be

[3] https://www.facebook.com/senatorcantwell/
[3] https://www.seattletimes.com/seattle-news/environment/national-climate-assessment-paints-grim-picture-for-northwest/
[3] https://www.columbian.com/news/2018/nov/29/murray-cantwell-join-in-senate-resolution-on-climate/
[3] https://techcrunch.com/2018/11/26/that-night-a-forest-flew-droneseed-is-planting-trees-from-the-air/
[2] https://www.seattletimes.com/opinion/congress-needs-champions-of-common-sense-conservation/
[2] https://twitter.com/SenCoryGardner/status/1068264084351664128

Top URLs in Tweet in G4:
[5] https://healthcare.gov/
[2] https://www.dni.gov/index.php/newsroom/speeches-interviews/item/1923-director-of-national-intelligence-daniel-coats-on-russia-s-inf-treaty-violation
[2] https://www.cornyn.senate.gov/content/news/cornyn-statement-new-adjutant-general-texas
[2] https://twitter.com/sylvesterturner/status/1069347971710574592
[2] https://www.cornyn.senate.gov/content/news/cornyn-cruz-introduce-resolution-honoring-late-president-george-hw-bush
[2] https://twitter.com/utaustin/status/1070489802229866496
[2] http://www.coverva.org/expansion/
[2] https://www.wsj.com/articles/congress-gets-tough-on-the-saudis-1543880186#comments_sector
[2] http://player.listenlive.co/57181
[2] https://wrnn.net/

Top URLs in Tweet in G5:
[4] https://twitter.com/cbcpolitics/status/922807122055790593
[3] https://twitter.com/SenatorLeahy/status/1067850333760745473
[2] https://twitter.com/SenSchumer/status/1067808378150363137
[2] https://www.leahy.senate.gov/press/113018mbsargentinainvestigation
[2] https://www.leahy.senate.gov/press/113018cacerestrialverdict
[2] https://www.politicususa.com/2018/11/29/leahy-blasts-trumps-increasing-attempts-to-demean-and-intimidate-the-free-press.html
[2] https://twitter.com/SenatorLeahy/status/1068251824619233281
[2] https://www.theguardian.com/media/2018/dec/05/journalists-murdered-khashoggi-kuciak-panama-papers?CMP=twt_gu
[2] https://vtdigger.org/2018/12/05/leahy-remembers-humor-camaraderie-former-president-bush/
[2] https://healthcare.gov/

Top URLs in Tweet in G6:
[4] https://healthcare.gov/
[2] https://nca2018.globalchange.gov/
[2] https://twitter.com/seungminkim/status/1070419774142857216
[2] http://www.nyapc.org/join-us-for-a-panel-discussion-with-senator-chris-coons-november-27/
[2] https://www.washingtonpost.com/education/2018/12/03/senators-urge-us-news-overhaul-college-ranking-formula/
[2] https://twitter.com/civilrightsorg/status/1068266515642884096
[2] https://twitter.com/millenpolitics/status/1068272816993329154
[2] https://espyforsenate.com/vote/
[2] https://www.adn.com/alaska-news/anchorage/2018/11/30/as-a-precaution-boil-water-says-anchorage-water-utility/
[2] https://tsunami.gov/

Top URLs in Tweet in G7:
[3] https://thehill.com/event/415572-preparing-for-a-treatment-alzheimers-diagnosis-care
[2] https://twitter.com/TheHillEvents/status/1067774473783390208
[2] https://www.breitbart.com/politics/2018/11/20/watch-rand-paul-right-left-movement-coming-together-to-end-unauthorized-wars/
[2] https://www.paul.senate.gov/news/sen-rand-paul%E2%80%99s-push-legalization-industrial-hemp-included-farm-bill
[2] https://thehill.com/hilltv/rising/419728-paul-slams-cia-for-keeping-him-out-of-saudi-briefing
[2] https://soundcloud.com/senronjohnson/catching-up-with-grace
[2] https://www.daines.senate.gov/imo/media/doc/Daines%20Johnson%20Letter%20to%20FCC%20regarding%20TVWS%20proceedings%2011.27.18.pdf
[2] https://www.kentucky.com/news/business/article222489770.html
[1] https://twitter.com/SenSanders/status/1067145970369118209
[1] https://www.tillis.senate.gov/public/index.cfm/press-releases?id=8F5FA808-DE0C-4780-B86D-EBCE1A7F3939

Top URLs in Tweet in G8:
[2] https://healthcare.gov/
[2] https://www.facebook.com/CaliforniaOES/videos/341898829724186/?t=348Household
[2] https://www.agriculture.senate.gov/newsroom/rep/press/release/senate-and-house-ag-leaders-weve-reached-agreement-in-principle-on-2018-farm-bill
[2] https://www.hoeven.senate.gov/serving-you/academy-nominations
[1] https://www.washingtonpost.com/powerpost/senate-plans-vote-on-revoking-us-support-for-saudi-arabia-in-yemen/2018/11/26/49fc8554-f1d1-11e8-bc79-68604ed88993_story.html?utm_term=.e13739a71e41
[1] https://twitter.com/senstabenow/status/1068882410983444486
[1] https://www.nytimes.com/2018/11/23/climate/us-climate-report.html?module=inline
[1] https://twitter.com/SenGaryPeters/status/1063163442641715201
[1] https://www.peters.senate.gov/newsroom/press-releases/peters-statement-on-passing-of-president-george-hw-bush
[1] https://www.detroitnews.com/story/news/politics/2018/12/04/trump-coast-guard-great-lakes/2206758002/

Top URLs in Tweet in G9:
[2] https://www.blunt.senate.gov/public/index.cfm/videos?ID=53D8F7C1-5BA6-48F6-A9C7-349DD435D093
[2] https://kmox.radio.com/articles/saint-louis-zoo-nominated-best-zoo-holiday-lights-us
[2] https://twitter.com/WhiteHouse/status/1066479832412942337
[1] http://www.newspressnow.com/news/local_news/blunt-aims-to-boost-services-for-adoptions/article_6323aa2c-8323-5eb0-8fab-4bc74e50edc0.html
[1] https://www.news-leader.com/story/news/education/2018/11/19/virginia-fry-noted-sgf-attorney-and-leader-remembered-trailblazer/2054086002/
[1] https://www.joplinglobe.com/news/local_news/jordan-larimore-thomas-jefferson-to-participate-in-national-academic-competition/article_6e06fd79-5b0b-58d2-b495-cc1b63149e97.html
[1] http://www.newspressnow.com/news/local_news/peer-specialist-helps-with-drug-recovery-by-sharing-own-experience/article_91deafbb-be80-5c46-a5d4-3568bfd6a19d.html
[1] https://www.kspr.com/content/news/JoDee-Herschends-legacy-will-live-on-through-her-foundation-The-Caring-Peopl-501304531.html
[1] http://news.stlpublicradio.org/post/our-first-chess-world-champion-caruana-could-cement-st-louis-chess-capital-week#stream/0
[1] https://www.joplinglobe.com/news/local_news/eaglepicher-batteries-power-insight-on-mars/article_0009c067-6985-5141-8a02-cafacff37ac7.html

Top URLs in Tweet in G10:
[2] http://www.tribpub.com/gdpr/baltimoresun.com/
[1] http://www.rollcall.com/news/podcasts/tax-cuts-revisited-senate-democrat-says
[1] https://trib.al/mnIYyYN
[1] https://economics21.org/congress-should-rethink-electric-vehicle-subsidies
[1] https://www.youtube.com/watch?v=PBtisF8WVD0&feature=youtu.be

[1] https://twitter.com/NPR/status/1067396118009528320
[1] https://twitter.com/CBSThisMorning/status/1068840476692889601
[1] https://twitter.com/MrDanZak/status/1070016959935365120
[1] https://www.pscp.tv/w/bthHGDFQbUtxWFdwWnJ4UW98MURYeHlhUUJwekx4TeffHcbtxAXlMsTgZ-NEUyrKa_UvhMTGXIAxS5yHuIPs
[1] https://twitter.com/HolocaustMuseum/status/1067818150681632768

Top Domains
Top Domains in Tweet in Entire Graph:
[488] twitter.com
[259] senate.gov
[75] washingtonpost.com
[53] youtube.com
[42] facebook.com
[39] healthcare.gov
[32] nytimes.com
[25] cnn.com
[24] wsj.com
[22] thehill.com

Top Domains in Tweet in G1:
[102] twitter.com
[28] washingtonpost.com
[25] senate.gov
[14] nytimes.com
[10] politico.com
[10] healthcare.gov
[10] cnn.com
[9] apnews.com
[8] medium.com
[6] vox.com

Top Domains in Tweet in G2:
[68] senate.gov
[65] twitter.com
[9] wsj.com
[8] instagram.com
[7] youtube.com
[6] graydc.com
[6] washingtonpost.com
[5] abc13.com
[4] facebook.com
[4] c-span.org

Top Domains in Tweet in G3:
[41] twitter.com
[24] senate.gov
[14] seattletimes.com
[12] wahealthplanfinder.org
[10] youtube.com
[7] columbian.com
[6] washingtonpost.com
[6] healthcare.gov
[5] facebook.com
[4] nytimes.com

Top Domains in Tweet in G4:
[35] twitter.com
[9] wsj.com
[6] senate.gov
[5] healthcare.gov
[3] politico.com
[3] coverva.org
[2] houstonchronicle.com
[2] dni.gov
[2] washingtonpost.com
[2] nypost.com

Top Domains in Tweet in G5:
[63] twitter.com
[19] senate.gov
[5] washingtonpost.com
[4] healthcare.gov
[2] politicususa.com
[2] theguardian.com
[2] vtdigger.org
[2] apnews.com
[2] thesouthern.com
[2] nbcnews.com

Top Domains in Tweet in G6:
[36] twitter.com
[12] senate.gov
[11] washingtonpost.com
[6] healthcare.gov
[5] nytimes.com
[4] vox.com
[3] nyapc.org
[3] forbes.com
[2] globalchange.gov
[2] cnn.com

Top Domains in Tweet in G7:
[12] senate.gov
[11] twitter.com
[8] thehill.com
[3] youtube.com
[2] breitbart.com
[2] soundcloud.com
[2] kentuckynewera.com
[2] kentucky.com
[1] charlotteobserver.com
[1] rstreet.org

Top Domains in Tweet in G8:
[15] twitter.com
[9] senate.gov
[3] facebook.com
[3] lacounty.gov
[2] washingtonpost.com
[2] healthcare.gov
[2] detroitnews.com
[2] fema.gov
[2] cnn.com
[2] nbcnews.com

Top Domains in Tweet in G9:
[17] twitter.com
[7] senate.gov
[6] startribune.com
[4] joplinglobe.com
[4] washingtonpost.com
[3] newspressnow.com
[3] stltoday.com
[3] fultonsun.com
[3] thehill.com
[2] fox4kc.com

Top Domains in Tweet in G10:
[10] twitter.com
[6] senate.gov
[3] youtube.com
[3] marylandhealthconnection.gov
[3] washingtonpost.com
[2] tribpub.com
[2] pscp.tv
[1] rollcall.com
[1] trib.al
[1] economics21.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[72] remembering41
[36] savelwcf
[32] getcovered
[30] netneutrality
[30] climatetownhall
[26] bush41
[24] marslanding
[22] climatechange
[21] firststepact
[20] lwcf



Top Hashtags in Tweet in G1:
[14] netneutrality
[12] climatechange
[11] getcovered
[7] notinvisible
[6] remembering41
[6] republican
[5] aca
[5] endcorruptionnow
[5] ri
[4] savannasact

Top Hashtags in Tweet in G2:
[22] remembering41
[12] marslanding
[9] china
[7] bush41
[5] campoutforhunger
[4] alecindc
[4] sayfie
[4] usmca
[4] wv
[3] hanukkah

Top Hashtags in Tweet in G3:
[36] savelwcf
[19] lwcf
[12] handsoffix
[10] remembering41
[10] getcovered
[10] getcoveredwa
[8] titleix
[8] coastguard
[6] mtpol
[4] bush41

Top Hashtags in Tweet in G4:
[9] txnsf
[5] restoreourparks
[4] remembering41
[2] inauguration
[2] georgehwbush
[2] yellowvests
[2] medicaidcovers
[2] cnnsotu
[2] newdealers
[2] ashantialert

Top Hashtags in Tweet in G5:
[7] remembering41
[7] firststepact
[7] illinoisproud
[5] getcovered
[5] illinois200
[4] netneutrality
[4] nopoisonpills
[4] stopfarr
[3] senate
[3] journalists

Top Hashtags in Tweet in G6:
[5] stopfarr
[4] ntwc
[3] hanukkah
[3] bendtowardjustice
[2] handsoffix
[2] getcovered
[2] worldaidsday
[2] campoutforhunger
[2] reachhigher
[2] americastownhall

Top Hashtags in Tweet in G7:
[7] alztreatment
[7] remembering41
[7] kentucky
[5] hemp
[4] tfas
[4] us
[3] nine2noon
[3] senate
[3] farmbill
[2] ampfw

Top Hashtags in Tweet in G8:
[7] woolseyfire
[6] campfire
[6] fargo
[5] farmbill
[4] buttecounty
[4] ca
[4] northdakota
[4] stateoftech18
[3] buttestrong
[3] paradisestrong

Top Hashtags in Tweet in G9:
[6] remembering41
[2] taxreform
[2] recordofresults
[2] mo
[2] mizzou
[2] moleg
[1] stjoemo
[1] fy19ndaa
[1] kcmo
[1] agriculture

Top Hashtags in Tweet in G10:
[3] mtpdaily
[3] stopfarr
[2] worldaidsday
[2] emoluments
[2] healthcare
[2] lastchance
[2] mississippimonday
[2] modernfish
[2] russia
[2] tax

Top Words
Top Words in Tweet in Entire Graph:
[5754] Words in Sentiment List#1: Positive
[3232] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[115504] Non-categorized Words
[124490] Total Words
[1054] amp
[486] president
[418] more
[408] today
[362] bush

Top Words in Tweet in G1:
[240] amp
[85] american
[78] today
[77] trump
[68] president
[66] climate
[65] more
[64] up
[53] out
[53] new

Top Words in Tweet in G2:
[204] amp
[107] president
[96] bush
[75] today
[62] more
[59] george
[53] here
[50] senate
[48] work
[47] american

Top Words in Tweet in G3:
[135] amp
[62] more
[52] health
[50] president
[48] country
[47] change
[43] savelwcf
[38] climate
[37] trump
[36] thank

Top Words in Tweet in G4:
[40] president
[27] johncornyn
[27] markwarner
[25] bush
[22] amp
[21] sen
[20] texas
[19] national
[18] great
[17] today

Top Words in Tweet in G5:
[50] senate
[41] amp
[40] president
[39] farr
[38] vote
[37] senatorleahy
[34] more
[32] today
[27] trump
[27] thomas

Top Words in Tweet in G6:
[69] amp
[52] president
[40] more
[39] today
[36] trump
[34] now
[31] vote
[30] need
[29] american
[29] country

Top Words in Tweet in G7:
[30] senate
[19] president
[18] up
[18] randpaul
[15] congress
[14] george
[14] more
[13] bush
[13] war
[12] amp

Top Words in Tweet in G8:
[87] amp
[23] today
[21] president
[20] bush
[20] more
[15] michigan
[15] senate
[15] service
[15] state
[14] usda

Top Words in Tweet in G9:
[31] amp
[16] bush
[14] families
[14] more
[12] one
[11] bill
[11] need
[10] help
[10] here
[10] missouri

Top Words in Tweet in G10:
[14] president
[13] support
[13] bill
[13] act
[12] maryland
[11] american
[11] trump
[10] more
[10] congress
[10] week

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[200] george,bush
[162] president,george
[156] climate,change
[83] health,care
[79] president,trump
[77] united,states
[72] thomas,farr
[59] bush,family
[54] president,bush
[51] trump,administration

Top Word Pairs in Tweet in G1:
[36] climate,change
[26] george,bush
[22] president,george
[19] trump,administration
[17] thomas,farr
[17] american,jobs
[14] sign,up
[14] health,care
[12] gt,gt
[12] make,sure

Top Word Pairs in Tweet in G2:
[44] george,bush
[32] president,george
[24] health,care
[21] president,bush
[16] bush,family
[15] watch,live
[13] united,states
[11] border,wall
[11] look,forward
[11] south,dakota

Top Word Pairs in Tweet in G3:
[33] climate,change
[21] president,trump
[20] water,conservation
[20] conservation,fund
[17] health,care
[16] december,15
[14] learn,more
[13] sign,up
[13] president,george
[13] george,bush

Top Word Pairs in Tweet in G4:
[14] president,george
[14] george,bush
[9] southern,border
[8] united,states
[7] sen,markwarner
[7] national,parks
[6] illegal,immigrants
[6] national,security
[5] texas,national
[5] security,forum

Top Word Pairs in Tweet in G5:
[25] thomas,farr
[14] george,bush
[11] president,george
[10] federal,bench
[10] voting,rights
[9] senate,floor
[8] donald,trump
[8] federal,judge
[8] president,bush
[7] right,vote

Top Word Pairs in Tweet in G6:
[19] president,trump
[18] climate,change
[17] special,counsel
[12] thomas,farr
[12] general,motors
[11] george,bush
[10] african,american
[10] human,rights
[10] president,george
[8] united,states

Top Word Pairs in Tweet in G7:
[11] george,bush
[10] sen,randpaul
[8] president,george
[7] saudi,arabia
[6] look,forward
[6] war,yemen
[5] check,out
[5] criminal,justice
[5] farm,bill
[4] bipartisanship,innovation

Top Word Pairs in Tweet in G8:
[12] george,bush
[9] president,george
[8] under,secretary
[7] food,safety
[6] climate,change
[6] bush,family
[6] chairman,senpatroberts
[6] usda,nominees
[6] civil,rights
[6] research,education

Top Word Pairs in Tweet in G9:
[8] george,bush
[5] duck,boat
[4] loving,families
[4] president,george
[3] bipartisan,bill
[3] national,adoption
[3] adoption,month
[3] right,now
[3] help,more
[3] signed,law

Top Word Pairs in Tweet in G10:
[7] george,bush
[5] thomas,farr
[4] tax,cuts
[4] maintain,relationship
[4] criminal,justice
[4] high,school
[4] president,george
[4] bipartisan,support
[3] fight,against
[3] united,states

Top Replied-To
Top Replied-To in Entire Graph:
@senatorwicker
@rbrulle
@presidencia_hn
@senatorleahy
@sacagaweaaz
@senmarkey
@pattymurray
@secpompeo
@asd_info
@freebeacon

Top Replied-To in G1:
@rbrulle
@senmarkey
@foxnews

Top Replied-To in G2:
@secpompeo
@freebeacon

Top Replied-To in G3:
@pattymurray

Top Replied-To in G4:
@vp
@realdonaldtrump
@cindyhydesmith

Top Replied-To in G5:
@sacagaweaaz
@senatorleahy
@presidencia_hn
@repannwagner
@spj_tweets

Top Replied-To in G6:
@asd_info

Top Replied-To in G7:
@senatorburr
@5boymom

Top Replied-To in G10:
@senatorwicker

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@sensanders
@potus
@senatorleahy
@senmarkey
@markwarner
@nasa
@ocasio2018
@johncornyn
@senatorcantwell

Top Mentioned in G1:
@realdonaldtrump
@senmarkey
@senwhitehouse
@senblumenthal
@senwarren
@senjackreed
@senatorcollins
@senatorshaheen
@potus
@cfpb

Top Mentioned in G2:
@potus
@nasa
@nasainsight
@tedcruz
@georgehwbush
@sentedcruz
@senbobcasey
@redcross
@senjohnkennedy
@jimbridenstine

Top Mentioned in G3:
@senatorcantwell
@senatortester
@betsydevosed
@pattymurray
@sencorygardner
@stevedaines
@martinheinrich
@senatorhassan
@reprubengallego
@repleezeldin

Top Mentioned in G4:
@markwarner
@johncornyn
@senatorburr
@utaustin
@clementscenter
@realdonaldtrump
@wsjopinion
@strausscenter
@lopezobrador_
@wpdeabc15

Top Mentioned in G5:
@senatorleahy
@senatemajldr
@realdonaldtrump
@nasa
@senatordurbin
@pressfreedom
@repschneider
@replipinski
@repbillfoster
@nasainsight

Top Mentioned in G6:
@chriscoons
@corybooker
@jeffflake
@realdonaldtrump
@espyforsenate
@sendansullivan
@rosenjeffrey
@senkamalaharris
@forbes
@usnews

Top Mentioned in G7:
@randpaul
@senronjohnson
@senatemajldr
@senthomtillis
@jqasociety
@senmajldr
@senmarkey
@catofp
@catoinstitute
@billhemmer

Top Mentioned in G8:
@senjohnhoeven
@senpatroberts
@sbagov
@fmwfchamber
@uspto
@sbalinda
@senstabenow
@foxbusiness
@ellemagazine
@fema

Top Mentioned in G9:
@mofarmbureau
@nasa
@stlzoo
@azolibertybowl
@stltoday
@tuckercarlson
@jack
@hawleymo
@clairecmc
@senamyklobuchar

Top Mentioned in G10:
@senatorcardin
@chrisvanhollen
@senjohnbarrasso
@potus
@senatorwicker
@pepfar
@helsinkicomm
@kennaninstitute
@usosce
@oscepa

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@guardian
@foxnews
@business
@thr
@diariolaprensa
@fox26houston
@time
@washingtonpost
@politico

Top Tweeters in G1:
@politico
@boston25
@ap
@necn
@buzzfeed
@kgwnews
@cleanairmoms
@vindicator
@verizon
@tednesi

Top Tweeters in G2:
@thr
@fox26houston
@abc13houston
@usatoday
@dailycaller
@houstonchron
@nbcdfw
@tennessean
@keloland
@foxandfriends

Top Tweeters in G3:
@ajc
@techcrunch
@cbsdenver
@seattletimes
@nhl
@nbcthevoice
@telegraphga
@aarp
@newscpr
@koanewsradio

Top Tweeters in G4:
@wsj
@nypost
@jaketapper
@cnnpolitics
@freebeacon
@davidmdrucker
@kxan_news
@hughhewitt
@wpdeabc15
@wmbfnews

Top Tweeters in G5:
@guardian
@diariolaprensa
@prensacom
@diarioelheraldo
@radiohrn
@hchtelevdigital
@procesodigital
@abcpolitics
@johnjharwood
@bravenakblog

Top Tweeters in G6:
@forbes
@cbsnews
@usnews
@cnnbusiness
@hot97
@nowthisnews
@ebrointheam
@delawareonline
@fightfor15
@corybooker

Top Tweeters in G7:
@thehill
@courierjournal
@lesliemarshall
@fox11news
@breitbartnews
@freedomworks
@wpsdlocal6
@amconmag
@catoinstitute
@wkdz

Top Tweeters in G8:
@foxbusiness
@ellemagazine
@salvationarmyus
@dickinsonpress
@cspanwj
@chrisbergpovnow
@ncslorg
@usps
@usda
@ajitpaifcc

Top Tweeters in G9:
@stltoday
@fox4kc
@kmoxnews
@dloesch
@krcg13
@natgeo
@kc_mavericks
@shopfloornam
@commoncause
@jack

Top Tweeters in G10:
@business
@washingtonpost
@clarionledger
@rollcall
@wjtv
@starsandstripes
@upi
@manhattaninst
@cqnow
@meetthepress