list:4244910, Twitter, 6/10/2022 12:09:14 PM, 278044


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list:4244910 Twitter NodeXL SNA Map and Report for Friday, 10 June 2022 at 11:29 UTC
list:4244910 Twitter NodeXL SNA Map and Report for Friday, 10 June 2022 at 11:29 UTC
From:
SMRFoundation
Uploaded on:
June 10, 2022
Short Description:
list:4244910 via NodeXL https://bit.ly/3zvdmMY
@potus
@senategop
@johncornyn
@chrismurphyct
@senatedems
@senatormenendez
@senatortester
@senrickscott
@senjackyrosen
@johnboozman

Top hashtags:
#dday
#pridemonth
#wearorange
#pride
#bidenflation
#ukraine
#pactact

Description:
Description
The graph represents a network of 920 Twitter users whose recent tweets contained "list:4244910", 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, 10 June 2022 at 11:58 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 54-minute period from Wednesday, 01 June 2022 at 17:05 UTC to Friday, 10 June 2022 at 10:00 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 : 920
Unique Edges : 1604
Edges With Duplicates : 2674
Total Edges : 4278
Number of Edge Types : 5
Mentions : 1328
Retweet : 648
Tweet : 1973
MentionsInRetweet : 306
Replies to : 23
Self-Loops : 1977
Reciprocated Vertex Pair Ratio : 0.127482383087764
Reciprocated Edge Ratio : 0.226136363636364
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 915
Maximum Edges in a Connected Component : 4264
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 4.077196
Graph Density : 0.00208165775654066
Modularity : 0.303523
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 920 Twitter users whose recent tweets contained "list:4244910", 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, 10 June 2022 at 11:58 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 54-minute period from Wednesday, 01 June 2022 at 17:05 UTC to Friday, 10 June 2022 at 10:00 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 : list:4244910
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.latimes.com/opinion/story/2022-06-06/age-21-act-federal-minimum-assault-weapons-ban
[7] https://www.foxnews.com/politics/senate-bill-unused-covid-money-school-security-mass-shootings
[6] https://edition.cnn.com/2022/06/06/business/gas-price-surge/index.html
[5] http://www.hhs.gov/web/508//formula
[5] https://www.foxnews.com/opinion/biden-energy-policies-supply-gas-prices-records
[5] https://www.nbcnews.com/meet-the-press/meetthepressblog/senate-democrats-press-biden-executive-actions-abortion-rcna32444
[5] https://www.washingtontimes.com/news/2022/may/23/states-belong-in-the-drivers-seat-of-infrastructur/
[5] https://compactmag.com/article/no-to-neoconservatism
[4] https://eu.usatoday.com/story/opinion/columnists/2022/06/06/inflation-child-care-elizabeth-warren/7475960001/
[4] https://www.based-politics.com/2022/06/01/exclusive-rand-paul-demands-answers-about-federal-employees-getting-payments-from-drug-companies-theyre-supposed-to-oversee/

Top URLs in Tweet in G1:
[5] https://www.nbcnews.com/meet-the-press/meetthepressblog/senate-democrats-press-biden-executive-actions-abortion-rcna32444
[4] https://twitter.com/i/broadcasts/1lPKqmVrlqeKb
[4] https://eu.usatoday.com/story/opinion/columnists/2022/06/06/inflation-child-care-elizabeth-warren/7475960001/
[3] https://www.peters.senate.gov/abortion-stories
[2] https://twitter.com/RollingStone/status/1529511411776475139
[2] https://twitter.com/January6thCmte/status/1535044068119433216
[2] https://twitter.com/ChrisVanHollen/status/1534879234308464641
[2] https://www.si.edu/stories/marsha-johnson-sylvia-rivera-and-history-pride-month
[2] https://twitter.com/SenWhitehouse/status/1529857791661334528
[2] https://twitter.com/i/broadcasts/1yoKMWzPAdYJQ

Top URLs in Tweet in G2:
[5] https://www.washingtontimes.com/news/2022/may/23/states-belong-in-the-drivers-seat-of-infrastructur/
[4] https://www.foxnews.com/opinion/biden-energy-policies-supply-gas-prices-records
[4] https://www.wicker.senate.gov/2022/6/voter-suppression-in-georgia-was-a-myth
[3] https://edition.cnn.com/2022/06/06/business/gas-price-surge/index.html
[3] http://W.Va
[2] https://youtu.be/tSo2YlbURNY
[2] https://www.cnbc.com/2022/06/01/yellen-says-the-administration-is-fighting-inflation-admits-she-was-wrong-that-it-was-transitory.html
[2] https://twitter.com/PressSec/status/1532370099985956864
[2] https://twitter.com/CBS2Boise/status/1533816761614622721
[2] https://twitter.com/ABC/status/1533436458324860929

Top URLs in Tweet in G3:
[5] https://www.foxnews.com/politics/senate-bill-unused-covid-money-school-security-mass-shootings
[5] https://compactmag.com/article/no-to-neoconservatism
[4] https://www.based-politics.com/2022/06/01/exclusive-rand-paul-demands-answers-about-federal-employees-getting-payments-from-drug-companies-theyre-supposed-to-oversee/
[3] https://www.rickscott.senate.gov/hurricane-preparedness
[2] https://twitter.com/NWSMiami/status/1533069128277250053
[2] https://www.rickscott.senate.gov/2022/6/sens-rick-scott-roger-marshall-lead-bill-to-allow-excess-covid-funds-for-school-safety
[2] https://www.hurricanes.gov/
[2] https://trib.al/P67kBpO
[2] https://trib.al/RPiwfIb
[2] https://trib.al/hCPRwax

Top URLs in Tweet in G4:
[2] https://twitter.com/JerryMoran/status/1526912352439963649
[2] https://sanduskyregister.com/news/388724/brown-says-burn-pit-bill-has-support/
[2] https://www.stripes.com/theaters/us/2022-06-03/veterans-affairs-health-care-drivers-6225562.html
[2] https://twitter.com/dailyyonder/status/1533751021956018176
[2] https://www.explorebigsky.com/tester-secures-46-4-million-for-montana-public-lands/44334
[2] https://twitter.com/JosephCacchioli/status/1534857615225798657
[2] https://www.rpc.senate.gov/policy-papers/student-loan-forgiveness-a-handout-for-the-rich
[2] https://www.boozman.senate.gov/public/index.cfm/press-releases?id=EDD0B990-02FE-4A6B-9B4C-C5E2919B9A8E
[2] https://www.agriculture.senate.gov/newsroom/rep/press/release/ranking-member-boozmans-statement-on-usdas-framework-announcement
[2] https://www.agriculture.senate.gov/hearings/the-western-water-crisis-confronting-persistent-drought-and-building-resilience-on-our-forests-and-farmland

Top URLs in Tweet in G5:
[2] https://twitter.com/MaxBoot/status/1531951061006680070
[2] https://twitter.com/breitbarttexas/status/1532042277874544640
[2] https://twitter.com/GolfChannel/status/1532172896755400705
[2] https://twitter.com/kasie/status/1532067391915839489
[2] https://twitter.com/MattWalshBlog/status/1529514642523004931
[2] https://asia.nikkei.com/Spotlight/The-Big-Story/All-for-one-U.S.-enlists-its-Asian-allies-in-defense-of-Taiwan
[2] https://www.politico.com/news/2022/06/03/cornyn-guns-talks-senate-uvalde-00036846
[2] https://www.washingtonpost.com/business/2022/06/02/blackout-states-summer-heat/
[2] https://go.usa.gov:443/W3H
[2] https://twitter.com/USBPChief/status/1530215808567214083

Top URLs in Tweet in G6:
[4] https://twitter.com/SenatorMenendez/status/1534553027146809345
[3] http://www.hhs.gov/web/508//formula
[2] https://twitter.com/dmtrubman/status/1534336788747132930
[2] https://twitter.com/senwarren/status/1534540528410320898
[2] https://www.masslive.com/worcester/2022/06/sen-ed-markey-and-rep-jim-mcgovern-visiting-worcester-friday-to-welcome-afghan-refugees-to-massachusetts.html
[2] https://twitter.com/i/broadcasts/1BdGYweAgvQxX
[2] https://www.foreign.senate.gov/press/chair/release/chairman-menendez-statement-on-developments-regarding-summit-of-the-americas
[2] https://twitter.com/Reuters/status/1533719158155882496
[2] https://twitter.com/ap/status/1533679518896070657
[2] https://www.foreign.senate.gov/

Top URLs in Tweet in G7:
[2] https://www.forbes.com/sites/annakaplan/2022/06/02/assault-style-firearm-found-at-tulsa-hospital-bought-same-day-as-shooting/?sh=7b786fd0290b&utm_source=ForbesMainTwitter&utm_medium=social&utm_campaign=socialflowForbesMainTwitter
[2] https://www.washingtonpost.com/politics/2022/06/03/biden-calls-action-assault-weapons-he-probably-wont-get-what-he-wants/
[2] https://www.vogue.com/article/senator-chris-murphy-uvalde-interview
[2] http://www.cnn.com/GO
[2] https://trib.al/qOTTjy2
[2] https://trib.al/ujL8bak
[2] https://abcnews.go.com/Politics/sen-chris-murphy-updates-senate-gun-negotiations-meeting/story?id=85235672
[2] https://www.ctinsider.com/news/article/Chris-Murphy-has-become-a-national-face-of-gun-17223324.php?t=5731a9796f&src=ctipdensecp
[2] https://www.nytimes.com/2022/05/18/us/politics/chris-murphy-gun-control.html
[1] https://www.siriusxm.com/clips/clip/65cfb29a-195e-4b44-91fb-9e855ad51e03/aec45369-dc8e-4141-bbef-d73ff2573d63

Top URLs in Tweet in G8:
[4] https://www.wsj.com/articles/u-s-proposes-helping-israel-arab-states-coordinate-air-defenses-against-iran-11654779601
[2] https://blog.whitecoatwaste.org/2022/06/02/instant-impact-following-wcw-investigation-sen-ernst-presses-fauci-on-runny-nose-puppy-experiments/
[2] https://twitter.com/SenJackyRosen/status/1532774331985670144
[2] https://apnews.com/article/biden-technology-environment-global-trade-ca939bfc5a428c6692beb3e7b4bf715b
[1] https://twitter.com/SenJohnThune/status/1532132024026337281
[1] https://twitter.com/RepAshleyHinson/status/1532100694739767298
[1] https://twitter.com/washingtonpost/status/1531360156969312256
[1] https://www.foxbusiness.com/politics/us-sanctions-russia-yachts-putins-allies
[1] https://freebeacon.com/latest-news/nih-under-fire-for-2-million-painful-experiments-on-puppies/
[1] https://www.indianola-ia.com/opinion/joni-ernst-biden-s-charging-taxpayers-to-babysit-unused-border-wall-materials-why-not-just/article_d3f6b524-e375-11ec-a6a7-ffff0473f1bf.html

Top URLs in Tweet in G9:
[2] https://twitter.com/SenatorLujan/status/1534216862514483200
[2] https://nmfireinfo.com/2022/06/02/hermits-peak-and-calf-canyon-fires-june-2-2022-daily-update/
[2] https://www.youtube.com/watch?v=ipWmbc0d_Lc

[2] https://twitter.com/CHCI/status/1534158786679783424
[2] https://www.adn.com/business-economy/energy/2022/06/01/another-oil-company-backs-out-of-leases-in-alaskas-arctic-national-wildlife-refuge/
[2] https://www.koat.com/article/renovations-air-tankers-albuquerque-kirtland-base-retardent/40158416?utm_campaign=snd-autopilot
[2] https://us02web.zoom.us/webinar/register/WN_EXvdrqALR7GoM7YcSTV-fw
[2] http://eu.lcsun-news.com/story/news/crime/2022/06/02/heres-how-daso-thinks-new-tech-lead-more-arrests/7485531001/
[2] https://www.lcsun-news.com/story/news/local/community/2022/06/05/new-mexicos-weather-monitoring-system-expanding-heres-what-means-state-nmsu-las-cruces-rural-fires/7479170001/
[2] https://www.heinrich.senate.gov/newsroom/press-releases/today-heinrich-bills-to-designate-gila-river-as-wild-and-scenic-authorize-investments-in-early-childhood-k-12-education-to-be-featured-in-key-hearing

Top URLs in Tweet in G10:
[4] https://www.cato.org/events/updated-case-free-trade
[2] https://www.nbcnews.com/politics/congress/senators-introduce-bipartisan-comprehensive-bill-regulate-cryptocurren-rcna32245
[2] https://www.marketwatch.com/story/bipartisan-crypto-bill-would-have-cftc-oversee-bitcoin-ether-and-most-other-digital-assets-11654589718?reflink=mw_share_twitter
[2] https://www.coindesk.com/policy/2022/06/08/cftc-chief-heaps-praise-on-bill-that-boosts-agencys-crypto-reach/
[1] https://www.washingtontimes.com/news/2022/may/23/rural-communities-need-reliable-air-service-for-ec/
[1] https://www.washingtonpost.com/business/2022/06/03/crypto-scams-ftc/
[1] https://twitter.com/StevenTDennis/status/1534886101168668674
[1] https://www.wsj.com/articles/my-plan-for-fighting-inflation-joe-biden-gas-prices-economy-unemployment-jobs-covid-11653940654?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_axiosam&stream=top
[1] https://www.forbes.com/sites/andreatinianow/2022/06/08/using-the-wisdom-of-solomon-senators-lummis-and-gillibrand-introduce-inventive-legislation/?sh=3810f5ff1cde
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=d94beb0a-e8b2-11ec-a494-65416556664d&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNi0wNy9zd2VlcGluZy11cy1jcnlwdG8tbGVnaXNsYXRpb24tdGFyZ2V0cy1zdGFibGVjb2lucy1taW5pbmc=

Top Domains
Top Domains in Tweet in Entire Graph:
[473] twitter.com
[206] senate.gov
[43] washingtonpost.com
[40] wsj.com
[33] foxnews.com
[32] trib.al
[28] nytimes.com
[26] cnn.com
[15] youtube.com
[14] usatoday.com

Top Domains in Tweet in G1:
[148] twitter.com
[46] senate.gov
[16] washingtonpost.com
[11] cnn.com
[10] usatoday.com
[7] nytimes.com
[5] nbcnews.com
[5] trib.al
[5] politico.com
[4] eenews.net

Top Domains in Tweet in G2:
[60] senate.gov
[48] twitter.com
[13] wsj.com
[11] foxnews.com
[7] washingtontimes.com
[6] cnn.com
[4] washingtonpost.com
[3] breitbart.com
[3] youtu.be
[3] nypost.com

Top Domains in Tweet in G3:
[46] twitter.com
[18] senate.gov
[11] trib.al
[9] foxnews.com
[7] wsj.com
[5] compactmag.com
[4] based-politics.com
[4] protectingtaxpayers.org
[2] hurricanes.gov
[2] foxaud.io

Top Domains in Tweet in G4:
[28] twitter.com
[24] senate.gov
[4] azcentral.com
[4] stripes.com
[2] nbcmontana.com
[2] sanduskyregister.com
[2] explorebigsky.com
[2] nwaonline.com
[2] wndu.com
[2] wpta21.com

Top Domains in Tweet in G5:
[39] twitter.com
[7] nytimes.com
[7] wsj.com
[5] washingtonpost.com
[4] politico.com
[3] dallasnews.com
[3] reuters.com
[2] senate.gov
[2] youtube.com
[2] history.com

Top Domains in Tweet in G6:
[38] twitter.com
[11] senate.gov
[3] hhs.gov
[2] nytimes.com
[2] washingtonpost.com
[2] masslive.com
[2] tribpub.com
[1] adn.com
[1] axios.com
[1] npr.org

Top Domains in Tweet in G7:
[17] twitter.com
[6] trib.al
[2] forbes.com
[2] washingtonpost.com
[2] vogue.com
[2] cnn.com
[2] go.com
[2] ctinsider.com
[2] nytimes.com
[1] siriusxm.com

Top Domains in Tweet in G8:
[20] twitter.com
[4] wsj.com
[3] senate.gov
[2] foxbusiness.com
[2] facebook.com
[2] whitecoatwaste.org
[2] cnn.com
[2] apnews.com
[1] freebeacon.com
[1] indianola-ia.com

Top Domains in Tweet in G9:
[9] twitter.com
[5] senate.gov
[4] lcsun-news.com
[3] washingtonpost.com
[2] nytimes.com
[2] nmfireinfo.com
[2] youtube.com
[2] adn.com
[2] koat.com
[2] zoom.us

Top Domains in Tweet in G10:
[9] twitter.com
[4] cato.org
[3] nbcnews.com
[2] washingtonpost.com
[2] bloomberg.com
[2] marketwatch.com
[2] yahoo.com
[2] coindesk.com
[1] washingtontimes.com
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] dday
[27] pridemonth
[24] wearorange
[22] pride
[21] bidenflation
[15] ukraine
[14] pactact
[13] dontlookaway
[12] worldoceansday
[10] nationalgunviolenceawarenessday



Top Hashtags in Tweet in G1:
[20] pridemonth
[14] pride
[12] pactact
[11] dday
[10] wearorange
[9] freethepill
[8] worldoceansday
[7] january6thcommitteehearings
[6] solvechildcare
[5] otd

Top Hashtags in Tweet in G2:
[14] ukraine
[8] dday
[8] wickerreport
[7] bidenflation
[4] ukrainian
[3] endalz
[3] ukrainians
[3] ohio
[3] nationalseersuckerday
[3] seersuckerthursday

Top Hashtags in Tweet in G3:
[8] 99countymeetings
[6] dday
[3] ampfw
[2] greatestgeneration
[2] hurricaneseason
[2] temporadadehuracanes
[2] artlaffer
[2] ksgov
[2] derekschmidt
[1] tiananmensquaremasacre

Top Hashtags in Tweet in G4:
[6] veterans
[4] dday
[3] pridemonth
[3] usica
[2] wearechandlerunified
[2] pactact
[2] dday78
[2] iava
[2] honoringourpactact
[2] toxicexposures

Top Hashtags in Tweet in G5:
[4] uvalde
[4] txlege
[4] scotus
[2] one
[2] cbs11
[2] weather
[2] joinus
[2] freebrittneygriner
[2] mondaymotivation
[2] new

Top Hashtags in Tweet in G6:
[11] dontlookaway
[6] expandgme
[6] sfrc
[4] wearorange
[3] pride
[3] dday
[3] worldoceansday
[2] cancelstudentdebt
[2] enoughisenough
[2] enough

Top Hashtags in Tweet in G7:
[2] cnnsotu
[2] theview
[1] reiders
[1] foxnews
[1] nbafinals2022
[1] wearorange

Top Hashtags in Tweet in G8:
[5] 99countytour
[5] builditact
[5] teamrosen
[4] bidenflation
[3] iowa
[2] beaglegate
[2] childtaxcredit
[2] solar
[1] dyk
[1] bidenbordercrisis

Top Hashtags in Tweet in G9:
[6] wildgilariver
[5] wildandscenic
[4] nmsu
[2] newmexico
[2] heatstress
[2] osha
[2] wearorange
[2] nationalgunviolenceawarenessday
[2] standwiththegwichin
[2] asnmsu

Top Hashtags in Tweet in G10:
[4] catotrade
[2] crypto
[2] bitcoin
[1] cryptocurrency
[1] ampfw

Top Words
Top Words in Tweet in Entire Graph:
[385] biden
[324] energy
[302] gun
[292] act
[275] american
[264] bill
[246] senate
[245] gas
[243] americans
[223] time

Top Words in Tweet in G1:
[135] gun
[115] care
[110] act
[105] violence
[97] senate
[89] american
[89] help
[88] americans
[85] health
[82] state

Top Words in Tweet in G2:
[138] biden
[131] gas
[119] energy
[108] prices
[95] american
[69] inflation
[59] americans
[58] president
[54] high
[48] time

Top Words in Tweet in G3:
[49] biden
[32] inflation
[27] americans
[23] plan
[23] de
[21] prices
[20] covid
[20] bill
[20] randpaul
[19] senate

Top Words in Tweet in G4:
[50] veterans
[43] bill
[40] toxic
[39] act
[35] pass
[35] robinson
[34] heath
[30] care
[28] sfc
[28] pact

Top Words in Tweet in G5:
[26] bill
[25] house
[21] security
[19] billion
[17] democrats
[16] senate
[16] johncornyn
[14] court
[14] people
[14] tx

Top Words in Tweet in G6:
[48] gun
[34] violence
[30] fight
[29] act
[22] rights
[21] safety
[21] senatormenendez
[16] time
[16] like
[15] congress

Top Words in Tweet in G7:
[37] gun
[26] chrismurphyct
[17] bipartisan
[15] violence
[14] negotiations
[13] sen
[11] legislation
[8] mass
[7] senate
[7] time

Top Words in Tweet in G8:
[18] act
[17] bipartisan
[15] energy
[13] senate
[12] help
[11] support
[11] defend
[11] country
[11] abraham
[11] accords

Top Words in Tweet in G9:
[21] mexico
[17] martinheinrich
[16] happy
[16] senator
[14] energy
[14] birthday
[14] senatorlujan
[12] act
[11] bill
[11] hearing

Top Words in Tweet in G10:
[16] bipartisan
[14] sengillibrand
[12] senlummis
[12] financial
[10] innovation
[9] bill
[9] digital
[9] gas
[9] act
[8] responsible

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[157] gun,violence
[127] gas,prices
[97] president,biden
[85] health,care
[74] american,energy
[66] biden,administration
[54] biden,admin
[54] supreme,court
[51] gun,safety
[48] record,high

Top Word Pairs in Tweet in G1:
[85] gun,violence
[49] health,care
[24] birth,control
[23] gun,safety
[23] child,care
[18] lgbtq,community
[15] background,checks
[15] student,debt
[15] social,security
[14] mass,shootings

Top Word Pairs in Tweet in G2:
[71] gas,prices
[40] president,biden
[33] american,energy
[31] biden,admin
[26] record,high
[24] american,people
[19] biden,administration
[16] high,gas
[14] beaches,normandy
[13] oil,gas

Top Word Pairs in Tweet in G3:
[12] gas,prices
[9] biden,administration
[8] biden,admin
[7] school,safety
[7] unused,covid
[7] penny,plan
[7] joe,biden
[7] senator,hawley
[6] covid,funds
[6] federal,spending

Top Word Pairs in Tweet in G4:
[33] heath,robinson
[28] sfc,heath
[27] pact,act
[22] honoring,pact
[21] robinson,honoring
[18] toxic,exposed
[17] toxic,exposure
[17] pass,sfc
[15] care,benefits
[12] exposed,veterans

Top Word Pairs in Tweet in G5:
[13] supreme,court
[11] house,democrats
[8] justice,kavanaugh
[7] speaker,pelosi
[6] security,bill
[6] kill,justice
[5] law,abiding
[5] court,justices
[5] justices,families
[5] security,supreme

Top Word Pairs in Tweet in G6:
[25] gun,violence
[14] gun,safety
[12] human,rights
[10] fight,fight
[6] child,care
[5] safety,legislation
[5] clean,energy
[5] health,care
[5] 14,000
[4] big,oil

Top Word Pairs in Tweet in G7:
[14] gun,violence
[9] sen,chrismurphyct
[7] mass,shootings
[5] gun,legislation
[5] gun,laws
[5] mental,health
[5] gun,safety
[4] bipartisan,gun
[4] sandy,hook
[4] part,negotiations

Top Word Pairs in Tweet in G8:
[11] abraham,accords
[9] defend,act
[9] president,biden
[8] middle,east
[7] clean,energy
[5] senate,house
[5] house,abraham
[5] health,care
[4] accords,caucus
[4] accords,caucuses

Top Word Pairs in Tweet in G9:
[13] happy,birthday
[6] gun,violence
[6] arctic,refuge
[4] mass,shootings
[4] birthday,senator
[4] wishing,happy
[4] birthday,senatorlujan
[4] pulled,arctic
[4] fossil,fuels
[4] senator,martin

Top Word Pairs in Tweet in G10:
[8] responsible,financial
[8] financial,innovation
[8] innovation,act
[8] senlummis,sengillibrand
[6] digital,assets
[5] record,high
[5] gas,prices
[4] bill,cftc
[4] bipartisan,leadership
[4] dangerously,mentally

Top Replied-To
Top Replied-To in Entire Graph:
@randpaul
@senatorcardin
@maziehirono
@senatormenendez
@senatortester
@ustraderep
@secyellen
@newsmax
@billcassidy
@ryangrim

Top Replied-To in G1:
@senatorcardin
@maziehirono
@secyellen
@ustraderep
@epwcmte
@senschumer

Top Replied-To in G2:
@billcassidy

Top Replied-To in G3:
@randpaul
@newsmax
@foxnews

Top Replied-To in G4:
@senatortester

Top Replied-To in G6:
@senatormenendez

Top Mentioned
Top Mentioned in Entire Graph:
@potus
@joebiden
@chrismurphyct
@ossoff
@senatormenendez
@senatortester
@martinheinrich
@johncornyn
@randpaul
@rogermarshallmd

Top Mentioned in G1:
@potus
@pattymurray
@senwarren
@senjeffmerkley
@usedgov
@senatordurbin
@judiciarydems
@chriscoons
@secyellen
@sensanders

Top Mentioned in G2:
@potus
@joebiden
@senbillcassidy
@nrcgov
@thejusticedept
@mikecrapo
@senjohnbarrasso
@senatorwicker
@secblinken
@jiminhofe

Top Mentioned in G3:
@randpaul
@rogermarshallmd
@joebiden
@radiomambi710
@foxbusiness
@hawleymo
@senronjohnson
@stevedaines
@chuckgrassley
@senatortimscott

Top Mentioned in G4:
@senatortester
@johnboozman
@jerrymoran
@space_station
@maziehirono
@senatorcollins
@potus
@nasa
@fmcsa
@sensherrodbrown

Top Mentioned in G5:
@johncornyn
@speakerpelosi
@cbsdfw
@wsjopinion
@jensstoltenberg
@secdef
@nato
@fordstheatrenps
@johnson4dallas
@morning_joe

Top Mentioned in G6:
@senatormenendez
@senbooker
@senblumenthal
@studentsdemand
@gabbygiffords
@sfrcdems
@momsdemand
@everytown
@secyellen
@amarch4ourlives

Top Mentioned in G7:
@chrismurphyct
@siriusxm
@cnn
@thereidout
@msnbc
@potus
@theodoricmeyer
@tobiaraji
@voguemagazine
@jaketapper

Top Mentioned in G8:
@senjackyrosen
@potus
@senjoniernst
@sencortezmasto
@repschneider
@teamcmr
@rogermarshallmd
@senatorbennet
@commercegov
@campaign4kids

Top Mentioned in G9:
@martinheinrich
@senatorlujan
@potus
@energydems
@energygop
@rmaccinfo
@losalamosnatlab
@ntiagov
@garrettmoseley6
@repscottpeters

Top Mentioned in G10:
@sengillibrand
@senlummis
@sentoomey
@julienbcnews
@digitalchamber
@periannedc
@andrewrsorkin
@postlive
@cftc
@secgov

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@dlasamericas
@dcexaminer
@nypost
@nytimes
@foxnews
@latimes
@radiofreetom
@forbes
@abc

Top Tweeters in G1:
@usatoday
@katunews
@nytimesbusiness
@bucks
@ktvz
@bts_army
@fivethirtyeight
@questlove
@ridotnews
@usatodayopinion

Top Tweeters in G2:
@dlasamericas
@nypost
@krmgtulsa
@breitbartnews
@nro
@cbs2boise
@frcdc
@maggiektvb7
@gop
@wvnews247

Top Tweeters in G3:
@dcexaminer
@foxnews
@kmbc
@myfox8
@foxbusiness
@newsmax
@bloombergtv
@freedomworks
@foxnewsradio
@feeonline

Top Tweeters in G4:
@washtimes
@starsandstripes
@wndu
@nwademgaz
@nasa
@americanlegion
@iava
@abc21wpta
@wellsfargo
@asu

Top Tweeters in G5:
@nytimes
@wsj
@hotlinejosh
@cbsdfw
@jjcarafano
@hughhewitt
@acyn
@texastribune
@joetalkshow
@jakesherman

Top Tweeters in G6:
@nydailynews
@msnbc
@momsrising
@masslivenews
@shannonrwatts
@wkbw
@aftunion
@statedept
@corybooker
@cspan

Top Tweeters in G7:
@forbes
@abc
@cnn
@cnni
@jaketapper
@npr
@joyannreid
@voguemagazine
@gtconway3d
@thereidout

Top Tweeters in G8:
@commercegov
@campaign4kids
@theleadcnn
@aipac
@seia
@sbagov
@blmnational
@whitecoatwaste
@uaeembassyus
@snhdinfo

Top Tweeters in G9:
@koat7news
@crucessunnews
@hispaniccaucus
@lcvoters
@nwsalbuquerque
@johnfeal2
@energy
@jmpyper
@samtricketts
@vegalteno

Top Tweeters in G10:
@yahoofinance
@scottlincicome
@cvpayne
@meetthepress
@coindesk
@washtimesoped
@peacocktv
@americanewsroom
@squawkcnbc
@catoevents


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